diff --git a/42/paper.pdf b/42/paper.pdf new file mode 100644 index 0000000000000000000000000000000000000000..4dd2b543be23b9c04bdf11bb711349a9c316a816 --- /dev/null +++ b/42/paper.pdf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c65fcfc406c7446ee12503882c5b5624da7ebb6686972f7957c0a1a4e39fa9ab +size 847943 diff --git a/42/replication_package/README.pdf b/42/replication_package/README.pdf new file mode 100644 index 0000000000000000000000000000000000000000..42bc89f5414424e704c5aaea7e95b64b22d5c5bb --- /dev/null +++ b/42/replication_package/README.pdf @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:30c6e6758b5c2df842797d05d5320a53d46d702322591fc9ed84427e0204c335 +size 125888 diff --git a/42/replication_package/data_replication/psid/code/consumption.do b/42/replication_package/data_replication/psid/code/consumption.do new file mode 100644 index 0000000000000000000000000000000000000000..35a08b6f0ad7f6b436472c52d9f0f96cc0930c53 --- /dev/null +++ b/42/replication_package/data_replication/psid/code/consumption.do @@ -0,0 +1,136 @@ + +clear all +set more off +set maxvar 10000 + +*Set path +*** + +*cd ---- specify path to \data_replication\psid\ + +local procdata "./proc_data/" +local rawdata "./raw_data/" + +cd proc_data + +use for_reg.dta, clear + +*Prepare the panel +drop if age<25 & year==1999 +drop if age>85 & year==2011 +bys hid: gen nyear=[_N] +keep if nyear==7 + +keep fam_ID year hid +save income_panel2.dta, replace + +cd .. + + +*############################################################################### +*Prepare the refinancing data for each year +*############################################################################### +foreach x of numlist 99 01 03 05 07 09 11{ +clear +*############################################################################### +*Prepare the consumption data +*############################################################################### + +if `x'==99 | `x'==11{ +*Convert PSID consumption files to stata format +cd raw_data +do CON`x'.do +ren CON`x'_ID fam_ID +if `x'==99 { +gen year=19`x' +*join with income +cd .. +joinby fam_ID year using `procdata'income_panel2.dta, unmatched(both) +drop if _merge!=3 +drop _merge +save `procdata'cons_temp19`x'.dta,replace +} +else{ +gen year=20`x' +*join with income +cd .. +joinby fam_ID year using `procdata'income_panel2.dta, unmatched(both) +drop if _merge!=3 +drop _merge +save `procdata'cons_temp20`x'.dta,replace +} +} +else{ +*Convert PSID consumption files to stata format +cd raw_data +do CON0`x'.do +ren CON0`x'_ID fam_ID +gen year=200`x' +*join with income +cd .. +joinby fam_ID year using `procdata'income_panel2.dta, unmatched(both) +drop if _merge!=3 +drop _merge +save `procdata'cons_temp200`x'.dta,replace + +} +} + + +cd proc_data +*Create consumption variables for each year +*note that some files contain more variables +*1999 +use cons_temp1999.dta, clear +gen food_cons=FOOD99 +gen rent_cons=RENT99 +gen util_cons=UTIL99 +gen tran_cons=TRAN99 +gen educ_cons=ED99 +gen kids_cons=CHILD99 +gen heal_cons=HEALTH99 +keep food_cons rent_cons util_cons tran_cons educ_cons kids_cons heal_cons hid year +save cons1999.dta, replace +*2001 and 2003 +forval x=2001(2)2003{ +local i=`x'-2000 +use cons_temp200`i'.dta, clear +gen food_cons=FOOD0`i' +gen rent_cons=RENT0`i' +gen util_cons=UTIL0`i' +gen tran_cons=TRAN0`i' +gen educ_cons=ED0`i' +gen kids_cons=CHILD0`i' +gen heal_cons=HEALTH0`i' +keep food_cons rent_cons util_cons tran_cons educ_cons kids_cons heal_cons hid year +save cons`x'.dta, replace +} +*2005,2007 and 2009 +forval x=2005(2)2009{ +local i=`x'-2000 +use cons_temp200`i'.dta, clear +gen food_cons=FOOD0`i' +gen rent_cons=RENT0`i' +gen util_cons=UTIL0`i' +gen tran_cons=TRAN0`i' +gen educ_cons=ED0`i' +gen kids_cons=CHILD0`i' +gen heal_cons=HEALTH0`i' +gen other_cons=TELINT0`i'+CLOTH0`i'+TRIPS0`i'+OTHREC0`i' +keep food_cons rent_cons util_cons tran_cons educ_cons kids_cons heal_cons hid year other_cons +save cons`x'.dta, replace +} +*2011 +use cons_temp2011.dta, clear +gen food_cons=FOOD11 +gen rent_cons=RENT11 +gen util_cons=UTIL11 +gen tran_cons=TRAN11 +gen educ_cons=ED11 +gen kids_cons=CHILD11 +gen heal_cons=HEALTH11 +gen other_cons=TELINT11+CLOTH11+TRIPS11+OTHREC11 +keep food_cons rent_cons util_cons tran_cons educ_cons kids_cons heal_cons hid year other_cons +save cons2011.dta, replace + + diff --git a/42/replication_package/data_replication/psid/code/merge_panel.do b/42/replication_package/data_replication/psid/code/merge_panel.do new file mode 100644 index 0000000000000000000000000000000000000000..c7eaed5549b0c7ad2539894c0f09adc5fc1ab02e --- /dev/null +++ b/42/replication_package/data_replication/psid/code/merge_panel.do @@ -0,0 +1,159 @@ + + +clear all +set more off +set maxvar 10000 + +*Set path +*** + +*cd ---- specify path to \data_replication\psid\ + + +cd raw_data + +*Import data for individuals +do IND2011ER.do + +*Generate unique id +*Last three digits are the person number +*ER30001-1968 Family id +*ER30002-Person number +gen hid=ER30001*1000+ER30002 + +cd .. +cd proc_data +save temp_master.dta,replace + +**************************************** +*Join with data after taxsim correction +*in order to assign the unique id to the +*household head +**************************************** +*** +* IMPORTANT !!! paste files from "our_proc" subfolder into the "proc_data" folder if you didn't manage to get taxsim9 to run on your computer +*** + +*1999 +use temp_master.dta,clear +drop if ER33503!=10 //keep only heads in that year +drop if ER33502!=1 //keep only if head is still within family unit +rename ER33501 fam_ID_year +joinby fam_ID_year using temp1999.dta, unmatched(both) +drop if _merge!=3 +drop _merge +drop if age_head!=ER33504 //drop obs. that are inconsistent about the age of head +drop ER* +save p1999.dta, replace +*2001 +use temp_master.dta,clear +drop if ER33603!=10 //keep only heads in that year +drop if ER33602!=1 //keep only if head is still within family unit +rename ER33601 fam_ID_year +joinby fam_ID_year using temp2001.dta, unmatched(both) +drop if _merge!=3 +drop _merge +drop if age_head!=ER33604 //drop obs. that are inconsistent about the age of head +drop if ER33608!=0 //drop if head has moved in/out (splitoffs) +drop ER* +save p2001.dta, replace +*2003 +use temp_master.dta,clear +drop if ER33703!=10 //keep only heads in that year +drop if ER33702!=1 //keep only if head is still within family unit +rename ER33701 fam_ID_year +joinby fam_ID_year using temp2003.dta, unmatched(both) +drop if _merge!=3 +drop _merge +drop if age_head!=ER33704 //drop obs. that are inconsistent about the age of head +drop if ER33708!=0 //drop if head has moved in/out (splitoffs) +drop ER* +save p2003.dta, replace +*2005 +use temp_master.dta,clear +drop if ER33803!=10 //keep only heads in that year +drop if ER33802!=1 //keep only if head is still within family unit +rename ER33801 fam_ID_year +joinby fam_ID_year using temp2005.dta, unmatched(both) +drop if _merge!=3 +drop _merge +drop if age_head!=ER33804 //drop obs. that are inconsistent about the age of head +drop if ER33808!=0 //drop if head has moved in/out (splitoffs) +drop ER* +save p2005.dta, replace +*2007 +use temp_master.dta,clear +drop if ER33903!=10 //keep only heads in that year +drop if ER33902!=1 //keep only if head is still within family unit +rename ER33901 fam_ID_year +joinby fam_ID_year using temp2007.dta, unmatched(both) +drop if _merge!=3 +drop _merge +drop if age_head!=ER33904 //drop obs. that are inconsistent about the age of head +drop if ER33908!=0 //drop if head has moved in/out (splitoffs) +drop ER* +save p2007.dta, replace +*2009 +use temp_master.dta,clear +drop if ER34003!=10 //keep only heads in that year +drop if ER34002!=1 //keep only if head is still within family unit +rename ER34001 fam_ID_year +joinby fam_ID_year using temp2009.dta, unmatched(both) +drop if _merge!=3 +drop _merge +drop if age_head!=ER34004 //drop obs. that are inconsistent about the age of head +drop if ER34008!=0 //drop if head has moved in/out (splitoffs) +drop ER* +save p2009.dta, replace +*2011 +use temp_master.dta,clear +drop if ER34103!=10 //keep only heads in that year +drop if ER34102!=1 //keep only if head is still within family unit +rename ER34101 fam_ID_year +joinby fam_ID_year using temp2011.dta, unmatched(both) +drop if _merge!=3 +drop _merge +drop if age_head!=ER34104 //drop obs. that are inconsistent about the age of head +drop if ER34108!=0 //drop if head has moved in/out (splitoffs) +drop ER* +save p2011.dta, replace + + +**************************************** +*Create panel +**************************************** +*Adjust the names of the variables +forval x=1999(2)2011{ +use p`x'.dta, clear +ren aftertax_income_defl_equiv inc`x' +ren age_head age`x' +ren ed_head edu`x' +ren marital_status_head mstat`x' +ren fam_ID_year fam_ID`x' +ren size_fam size_fam`x' +drop fam_ID_1968 year_survey //drop variables that are not useful +save pk`x'.dta,replace +} + +*Join datasets to form a panel +use pk1999.dta, clear +forval x=2001(2)2011{ +joinby hid using pk`x'.dta, unmatched(both) +drop if _merge!=3 +drop _merge +local i=`x'-2 +di "`i'" +gen b=age`x'-age`i' +tab b +drop if b!=2 & b!=1 & b!=3 // drop people that are inconsistent about their age (1/2/3 are consistent due to the differences in month of interview) +drop b +gen a=edu`x'-edu`i' +tab a +drop if a<0 // drop people that are inconsistent about their education (to adjust for any errors, see 2009 family codebook release info) +drop a +} + +*Reshape the data for better use +reshape long inc age edu mstat fam_ID size_fam, i(hid) j(year) + +save for_reg.dta, replace diff --git a/42/replication_package/data_replication/psid/code/merge_panel_2020.do b/42/replication_package/data_replication/psid/code/merge_panel_2020.do new file mode 100644 index 0000000000000000000000000000000000000000..74af826ded8d3258977d10fb04804640dd1fbcca --- /dev/null +++ b/42/replication_package/data_replication/psid/code/merge_panel_2020.do @@ -0,0 +1,207 @@ +**************************************** +*THIS CODE PREPARES THE PANEL FOR +*REGRESSIONS +**************************************** + +clear all +set more off +set maxvar 10000 + +*Set path + + +*cd ---- specify path to \data_replication\psid\ + +cd raw_data + +*Import data for individuals +do IND2017ER.do + + +*Generate unique id +*Last three digits are the person number +*ER30001-1968 Family id +*ER30002-Person number +gen hid=ER30001*1000+ER30002 + + +cd .. +cd proc_data +save temp_masterX.dta,replace + + + +**************************************** +*Join with data after taxsim correction +*in order to assign the unique id to the +*household head +**************************************** +*** +* IMPORTANT !!! paste files from "our_proc" subfolder into the "proc_data" folder if you didn't manage to get taxsim9 to run on your computer +*** + +*1999 +use temp_masterX.dta,clear +drop if ER33503!=10 //keep only heads in that year +drop if ER33502!=1 //keep only if head is still within family unit +rename ER33501 fam_ID_year +joinby fam_ID_year using tempX1999.dta, unmatched(both) +drop if _merge!=3 +drop _merge +drop if age_head!=ER33504 //drop obs. that are inconsistent about the age of head +drop ER* +save pX1999.dta, replace +*2001 +use temp_masterX.dta,clear +drop if ER33603!=10 //keep only heads in that year +drop if ER33602!=1 //keep only if head is still within family unit +rename ER33601 fam_ID_year +joinby fam_ID_year using tempX2001.dta, unmatched(both) +drop if _merge!=3 +drop _merge +drop if age_head!=ER33604 //drop obs. that are inconsistent about the age of head +drop if ER33608!=0 //drop if head has moved in/out (splitoffs) +drop ER* +save pX2001.dta, replace +*2003 +use temp_masterX.dta,clear +drop if ER33703!=10 //keep only heads in that year +drop if ER33702!=1 //keep only if head is still within family unit +rename ER33701 fam_ID_year +joinby fam_ID_year using tempX2003.dta, unmatched(both) +drop if _merge!=3 +drop _merge +drop if age_head!=ER33704 //drop obs. that are inconsistent about the age of head +drop if ER33708!=0 //drop if head has moved in/out (splitoffs) +drop ER* +save pX2003.dta, replace +*2005 +use temp_masterX.dta,clear +drop if ER33803!=10 //keep only heads in that year +drop if ER33802!=1 //keep only if head is still within family unit +rename ER33801 fam_ID_year +joinby fam_ID_year using tempX2005.dta, unmatched(both) +drop if _merge!=3 +drop _merge +drop if age_head!=ER33804 //drop obs. that are inconsistent about the age of head +drop if ER33808!=0 //drop if head has moved in/out (splitoffs) +drop ER* +save pX2005.dta, replace +*2007 +use temp_masterX.dta,clear +drop if ER33903!=10 //keep only heads in that year +drop if ER33902!=1 //keep only if head is still within family unit +rename ER33901 fam_ID_year +joinby fam_ID_year using tempX2007.dta, unmatched(both) +drop if _merge!=3 +drop _merge +drop if age_head!=ER33904 //drop obs. that are inconsistent about the age of head +drop if ER33908!=0 //drop if head has moved in/out (splitoffs) +drop ER* +save pX2007.dta, replace +*2009 +use temp_masterX.dta,clear +drop if ER34003!=10 //keep only heads in that year +drop if ER34002!=1 //keep only if head is still within family unit +rename ER34001 fam_ID_year +joinby fam_ID_year using tempX2009.dta, unmatched(both) +drop if _merge!=3 +drop _merge +drop if age_head!=ER34004 //drop obs. that are inconsistent about the age of head +drop if ER34008!=0 //drop if head has moved in/out (splitoffs) +drop ER* +save pX2009.dta, replace +*2011 +use temp_masterX.dta,clear +drop if ER34103!=10 //keep only heads in that year +drop if ER34102!=1 //keep only if head is still within family unit +rename ER34101 fam_ID_year +joinby fam_ID_year using tempX2011.dta, unmatched(both) +drop if _merge!=3 +drop _merge +drop if age_head!=ER34104 //drop obs. that are inconsistent about the age of head +drop if ER34108!=0 //drop if head has moved in/out (splitoffs) +drop ER* +save pX2011.dta, replace + +*2013 +use temp_masterX.dta,clear +drop if ER34203!=10 //keep only heads in that year +drop if ER34202!=1 //keep only if head is still within family unit +rename ER34201 fam_ID_year +joinby fam_ID_year using tempX2013.dta, unmatched(both) +drop if _merge!=3 +drop _merge +drop if age_head!=ER34204 //drop obs. that are inconsistent about the age of head +drop if ER34208!=0 //drop if head has moved in/out (splitoffs) +drop ER* +save pX2013.dta, replace + + +*2015 +use temp_masterX.dta,clear +drop if ER34303!=10 //keep only heads in that year +drop if ER34302!=1 //keep only if head is still within family unit +rename ER34301 fam_ID_year +joinby fam_ID_year using tempX2015.dta, unmatched(both) +drop if _merge!=3 +drop _merge +drop if age_head!=ER34305 //drop obs. that are inconsistent about the age of head +drop if ER34309!=0 //drop if head has moved in/out (splitoffs) +drop ER* +save pX2015.dta, replace + + +*2017 +use temp_masterX.dta,clear +drop if ER34503!=10 //keep only heads in that year +drop if ER34502!=1 //keep only if head is still within family unit +rename ER34501 fam_ID_year +joinby fam_ID_year using tempX2017.dta, unmatched(both) +drop if _merge!=3 +drop _merge +drop if age_head!=ER34504 //drop obs. that are inconsistent about the age of head +drop if ER34508!=0 //drop if head has moved in/out (splitoffs) +drop ER* +save pX2017.dta, replace + + + +**************************************** +*Create panel +**************************************** +*Adjust the names of the variables +forval x=1999(2)2017{ +use pX`x'.dta, clear +ren aftertax_income_defl_equiv inc`x' +ren age_head age`x' +ren ed_head edu`x' +ren marital_status_head mstat`x' +ren fam_ID_year fam_ID`x' +ren size_fam size_fam`x' +drop fam_ID_1968 year_survey year mstat //drop variables that are not useful +save pkX`x'.dta,replace +} + +*Join datasets to form a panel +use pkX1999.dta, clear +forval x=2001(2)2017{ +joinby hid using pkX`x'.dta, unmatched(both) +drop if _merge!=3 +drop _merge +local i=`x'-2 +di "`i'" +gen b=age`x'-age`i' +tab b +drop if b!=2 & b!=1 & b!=3 // drop people that are inconsistent about their age (1/2/3 are consistent due to the differences in month of interview) +drop b +gen a=edu`x'-edu`i' +tab a +drop if a<0 // drop people that are inconsistent about their education (to adjust for any errors, see 2009 family codebook release info) +drop a +} + +*Reshape the data for better use +reshape long inc age edu mstat fam_ID size_fam, i(hid) j(year) + +save for_regX.dta, replace diff --git a/42/replication_package/data_replication/psid/code/tab1_refi_liquidity.do b/42/replication_package/data_replication/psid/code/tab1_refi_liquidity.do new file mode 100644 index 0000000000000000000000000000000000000000..a752c23d465bf49d3542893686617f93e933c269 --- /dev/null +++ b/42/replication_package/data_replication/psid/code/tab1_refi_liquidity.do @@ -0,0 +1,241 @@ +clear all +set more off +set maxvar 10000 +set mem 500m + +*Set path +*** + + +*cd ---- specify path to \data_replication\psid\ + +local procdata "./proc_data/" +local rawdata "./raw_data/" + +cd proc_data + +use for_reg.dta, clear + + +*Prepare the panel +*drop if year>2007 +drop if age<25 & year==1999 +drop if age>85 & year==2011 +bys hid: gen nyear=[_N] +keep if nyear==7 + +keep fam_ID year hid inc equiv age +save income_panel1.dta, replace + +*Define the CPI annual average for each relevant year. +*These are defined for the relevant year of the survey (e.g cpi1999 is for 1998) +local cpi1999 = 163.01 +local cpi2001 = 172.19 +local cpi2003 = 179.87 +local cpi2005 = 188.91 +local cpi2007 = 201.56 +local cpi2009 = 215.25 +local cpi2011 = 218.09 + +cd .. +*############################################################################### +*Prepare the refinancing data for each year +*############################################################################### +forval x=1999(2)2003{ +clear +*############################################################################### +*Prepare the wealth data +*############################################################################### + +*Convert family files to stata format +cd raw_data +do FAM`x'ER.do + +*Adjust wealth components +do wealth_comp`x'.do +gen year=`x' + +drop ER* + +cd .. +joinby fam_ID year using `procdata'income_panel1.dta, unmatched(both) +drop if _merge!=3 +drop _merge + +save `procdata'ref_temp_`x'.dta,replace + +} + + +cd proc_data + +*############################################################################### +*Generate Panel and calculate Share of refinancing +*############################################################################### + +use ref_temp_1999.dta, clear +forval x=2001(2)2003{ +append using ref_temp_`x'.dta +} + +sort hid year +xtset hid year + +*sum up both mortgages +gen tot_mtg_debt=m1_principal+m2_principal + +*generate difference in mortgage balances between survey waves +gen past_mtg_balance=L2.tot_mtg_debt +gen diff_mtg_balance=tot_mtg_debt-past_mtg_balance +replace diff_mtg_balance=. if past_mtg_balance==0 //make sure to account for people that had no mtg and got one (went from 0 to positive mtg balance) + +*generate refinancing dummies +*1. any increase in mtg balance +gen refi_status1=1 if diff_mtg_balance>0 & diff_mtg_balance!=. +replace refi_status1=0 if refi_status1!=1 +*2. 5% increase in mtg balance (results are the same in terms of nr of observations between option 1. and option 2.) +gen pct_increase_mtg_balance=diff_mtg_balance/past_mtg_balance +gen refi_status2=1 if diff_mtg_balance>=.05 & diff_mtg_balance!=. +replace refi_status2=0 if refi_status2!=1 + +**************************************************************************************************************** +*compute moments +**************************************************************************************************************** +*create moments to be reported +gen liq_assets=(stocks+checking_savings-other_debt)/equiv +gen income = inc //already equivalized +gen liq_assets_to_inc = liq_assets/income +gen h_net_worth_share = (house_val - m1_principal-m2_principal)/wealth +gen wlth = wealth/equiv +gen ltv_m=tot_mtg_debt/house_val +gen h_value=house_val/equiv +*gen age_head=age +gen mtg_payments_total = (mtg_paym1+mtg_paym2)/equiv +gen pti = mtg_payments_total/inc +*save file +save temp_refi_data.dta, replace + + +*^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +*2001 +*^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +use temp_refi_data, clear +keep if year==2001 | year==1999 +*move refi status one step behind +*gen refit=f2.refi_status2 +gen refit1=f2.refi_status2 +gen refit2=f2.turnover1 +gen refit=1 if refit1==1 & refit2!=1 +replace refit=0 if refit!=1 +*keep only orginal year +keep if year==1999 +*winsorize data +winsor2 liq_assets income liq_assets_to_inc h_net_worth_share wlth ltv_m h_value age_head pti, replace cuts(1 99) + + +*** +*Moments +*** +******************************************************************************************************************************************** +*NOTE that in the construction of moments below we: +*1) adjust to 2016 values, where we use the CPI values based on the series CPALTT01USA661S from https://fred.stlouisfed.org/series/CPALTT01USA661S +*2) round up dollar values to have more readable table entries (hundreds, thousands, etc.) + + +preserve +collapse (mean) liq_assets if ownership==1 & refit==1 & refit2!=1 +gen res= liq_assets * 101.26/70.28 //1999 to 2016 conversion +replace res = round(res, 100) +gen title="Mean Liquid Assets (extract)" +save moment1.dta, replace +restore + +preserve +collapse (mean) liq_assets if ownership==1 & refit==0 & refit2!=1 +gen res= liq_assets * 101.26/70.28 //1999 to 2016 conversion +replace res = round(res, 100) +gen title="Mean Liquid Assets (do not extract)" +save moment2.dta, replace +restore + +preserve +collapse (median) liq_assets if ownership==1 & refit==1 & refit2!=1 +gen res= liq_assets * 101.26/70.28 //1999 to 2016 conversion +replace res = round(res, 100) +gen title="Median Liquid Assets (extract)" +save moment3.dta, replace +restore + +preserve +collapse (median) liq_assets if ownership==1 & refit==0 & refit2!=1 +gen res= liq_assets * 101.26/70.28 //1999 to 2016 conversion +replace res = round(res, 100) +gen title="Median Liquid Assets (do not extract)" +save moment4.dta, replace +restore + +preserve +gen mlaw = liq_assets/wlth +winsor2 mlaw, replace cuts(1 99) +collapse (mean) mlaw if ownership==1 & refit==1 & refit2!=1 +gen res = mlaw +replace res = round(res, 0.01)+0.01 +gen title="Mean Liquid Assets to Wealth Ratio (extract)" +save moment5.dta, replace +restore + + +preserve +gen mlaw = liq_assets/wlth +winsor2 mlaw, replace cuts(1 99) +collapse (mean) mlaw if ownership==1 & refit==0 & refit2!=1 +gen res = mlaw +replace res = round(res, 0.01)+0.01 +gen title="Mean Liquid Assets to Wealth Ratio (do not extract)" +save moment6.dta, replace +restore + +preserve +gen mlaw = liq_assets/wlth +collapse (median) mlaw if ownership==1 & refit==1 & refit2!=1 +gen res = mlaw +replace res = round(res, 0.01) +gen title="Median Liquid Assets to Wealth Ratio (extract)" +save moment7.dta, replace +restore + + +preserve +gen mlaw = liq_assets/wlth +collapse (median) mlaw if ownership==1 & refit==0 & refit2!=1 +gen res = mlaw +replace res = round(res, 0.01) +gen title="Median Liquid Assets to Wealth Ratio (do not extract)" +save moment8.dta, replace +restore + + + + +*+++++++++++++++++++++++++++++++++++++ +forval x=1(1)8{ +use moment`x'.dta, clear +keep res title +duplicates drop +save moment`x'.dta, replace +} + +use moment1.dta, clear +forval x=2(1)8{ +append using moment`x'.dta +} + +order title res + +cd .. + +cd output + +outsheet using tab1_refi_liquidity.csv, replace c + + diff --git a/42/replication_package/data_replication/psid/code/tab1_refi_moments.do b/42/replication_package/data_replication/psid/code/tab1_refi_moments.do new file mode 100644 index 0000000000000000000000000000000000000000..4f1e2bdd28557abfe6e94420514e38e6be7b8793 --- /dev/null +++ b/42/replication_package/data_replication/psid/code/tab1_refi_moments.do @@ -0,0 +1,183 @@ + +clear all +set more off +set maxvar 10000 +set mem 500m + +*Set path +*** + +*cd ---- specify path to \data_replication\psid\ + +local procdata "./proc_data/" +local rawdata "./raw_data/" + +cd proc_data + +use for_reg.dta, clear + + +*Prepare the panel +*drop if year>2007 +drop if age<25 & year==1999 +drop if age>85 & year==2011 +bys hid: gen nyear=[_N] +keep if nyear==7 + +keep fam_ID year hid inc equiv age +save income_panel1.dta, replace + +cd .. + +*############################################################################### +*Prepare the refinancing data for each year +*############################################################################### +forval x=1999(2)2003{ +clear +*############################################################################### +*Prepare the wealth data +*############################################################################### + +*Convert family files to stata format +cd raw_data +do FAM`x'ER.do + +*Adjust wealth components +do wealth_comp`x'.do +gen year=`x' +drop ER* + +cd .. +joinby fam_ID year using `procdata'income_panel1.dta, unmatched(both) +drop if _merge!=3 +drop _merge + +save `procdata'ref_temp_`x'.dta,replace + +} + +cd proc_data + +*############################################################################### +*Generate Panel and calculate Share of refinancing +*############################################################################### + +use ref_temp_1999.dta, clear +forval x=2001(2)2003{ +append using ref_temp_`x'.dta +} + +sort hid year +xtset hid year + +*sum up both mortgages +gen tot_mtg_debt=m1_principal+m2_principal + +*generate difference in mortgage balances between survey waves +gen past_mtg_balance=L2.tot_mtg_debt +gen diff_mtg_balance=tot_mtg_debt-past_mtg_balance +replace diff_mtg_balance=. if past_mtg_balance==0 //make sure to account for people that had no mtg and got one (went from 0 to positive mtg balance) + +*generate refinancing dummies +*1. any increase in mtg balance +gen refi_status1=1 if diff_mtg_balance>0 & diff_mtg_balance!=. +replace refi_status1=0 if refi_status1!=1 +*2. 5% increase in mtg balance (results are the same in terms of nr of observations between option 1. and option 2.) +gen pct_increase_mtg_balance=diff_mtg_balance/past_mtg_balance +gen refi_status2=1 if diff_mtg_balance>=.05 & diff_mtg_balance!=. +replace refi_status2=0 if refi_status2!=1 + +**************************************************************************************************************** +*compute moments +**************************************************************************************************************** +*create moments to be reported +gen liq_assets=(stocks+checking_savings-other_debt)/equiv +gen income = inc //already equivalized +gen liq_assets_to_inc = liq_assets/income +gen h_net_worth_share = (house_val - m1_principal-m2_principal)/wealth +gen wlth = wealth/equiv +gen ltv_m=tot_mtg_debt/house_val +gen h_value=house_val/equiv +*gen age_head=age +gen mtg_payments_total = (mtg_paym1+mtg_paym2)/equiv +gen pti = mtg_payments_total/inc +*save file +save temp_refi_data.dta, replace + + +use temp_refi_data, clear + + + +************************************************************************* +* OTHER REFI MOMENTS +************************************************************************* +*^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +*2001 +*^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +use temp_refi_data, clear +keep if year==2001 | year==1999 +*move refi status one step behind +gen refit1=f2.refi_status2 +gen refit2=f2.turnover1 +gen refit=1 if refit1==1 & refit2!=1 +replace refit=0 if refit!=1 +*move back increase in mtg balance +gen mtg_delta=f2.pct_increase_mtg_balance +gen mtg_delta1=f2.diff_mtg_balance/house_val +*keep only orginal year +keep if year==1999 +*winsorize data +winsor2 liq_assets income liq_assets_to_inc h_net_worth_share wlth ltv_m h_value age_head pti mtg_delta mtg_delta1, replace cuts(1 99) + + +preserve +collapse (mean) refit +gen res=round(round(refit,0.01)/2,0.01) +gen title="fraction of people refinance" +save moment1.dta, replace +restore + +preserve +collapse (mean) refit +gen res= 1 -round(round(refit,0.01)/2,0.01) +gen title="fraction of people that do not refinance" +save moment2.dta, replace +restore + +preserve +collapse (median) mtg_delta if refit==1 +gen res=round(mtg_delta, 0.01) +gen title="median % increase in mortgage balance conditional on refinancing (for those that have a positive balance)" +save moment3.dta, replace +restore + + +preserve +collapse (median) mtg_delta1 if refit==1 +gen res=round(mtg_delta1, 0.01) +gen title="median % change in mortgage debt (relative to the value of the home) conditional on refinancing" +save moment4.dta, replace +restore + + +forval x=1(1)4{ +use moment`x'.dta, clear +keep res title +duplicates drop +save moment`x'.dta, replace +} + +use moment1.dta, clear +forval x=2(1)4{ +append using moment`x'.dta +} + +order title res + +cd .. + +cd output + +outsheet using tab1_refi_moments.csv, replace c + diff --git a/42/replication_package/data_replication/psid/code/tab2_income.do b/42/replication_package/data_replication/psid/code/tab2_income.do new file mode 100644 index 0000000000000000000000000000000000000000..713f3de4bbb251b211f73cf36805d519007afca6 --- /dev/null +++ b/42/replication_package/data_replication/psid/code/tab2_income.do @@ -0,0 +1,194 @@ +clear all +set more off +set maxvar 10000 +set mem 500m + +*Set path +*** + + +*cd ---- specify path to \data_replication\psid\ + +local procdata "./proc_data/" +local rawdata "./raw_data/" + +cd proc_data + +*Create consumption panel +*!!!!!!!!!!!!!!!!!!!!! consumption files are generated by the do-file 'consumption.do' +use cons1999.dta, clear +forval x=2001(2)2011{ +append using cons`x'.dta +} + +sort hid year +xtset hid year + +save health_costs_for_income.dta, replace + + + +*import income data +use for_reg.dta, clear +*merge with health costs +joinby hid year using health_costs_for_income.dta, unmatched(both) +tab _merge +drop if _merge!=3 + +*Prepare for regressions +*take out health costs +*first deflate costs +*Define the CPI annual average for each relevant year. +*These are defined for the relevant year of the survey (e.g cpi1999 is for 1998) +local cpi1999 = 163.01 +local cpi2001 = 172.19 +local cpi2003 = 179.87 +local cpi2005 = 188.91 +local cpi2007 = 201.56 +local cpi2009 = 215.25 +local cpi2011 = 218.09 +gen heal_cons_deflated=heal_cons +forval x=1999(2)2011{ +replace heal_cons_deflated=heal_cons_deflated*(`cpi1999' / `cpi`x'') if year==`x' +} +*take out equivalized! costs +*replace inc=inc-heal_cons_deflated/equiv + +drop if inc<0 + + +drop if year>2007 +drop if age<25 & year==1999 +drop if age>85 & year==2007 +bys hid: gen nyear=[_N] +keep if nyear==5 + +*Generate the age polynomial +gen a2=(age^2)/10 + +*Generate year dummies +tab year, gen(time_dummy) + +*Convert income into logs and keep only the relevant variables +replace inc=log(inc) +keep inc time_dummy* age a2 hid year + +*Create retirement dummy +gen retired=1 if age>=65 +replace retired=0 if retired!=1 + +*Find fit before retirement +reg inc age a2 time_dummy* retired + + + +************************************************ +************************************************ +*Report the coefficients of the age polynomial +estimates table, keep(age a2 retired) b +************************************************ +************************************************ + +predict inc_hat + + +*Compute the deviation after permanent differences have been removed +gen x_tilda=inc //use just log income + + + +*Clean all observations that are above or below a threshold !!!!!!!!!!!! +*Make years consecutive +replace year=1 if year==1999 +replace year=2 if year==2001 +replace year=3 if year==2003 +replace year=4 if year==2005 +replace year=5 if year==2007 + +xtset hid year + +*Compute mean by household (across time) +bysort hid: egen mean_hid_inc=mean(inc) +*Generate deviation from mean +gen dif_mean=inc-mean_hid_inc +*Find the top and bottom 1 percent +sum dif_mean, d +gen p1=r(p1) +gen p99=r(p99) +*Remove observations that are in the tails +replace x_tilda=. if dif_mean<=p1 +replace x_tilda=. if dif_mean>=p99 + +*################################################ +*FIND AUTOCOVARIANCES +*################################################ + + + + + + +preserve + +*Generate lag structure to compute the autocovariances +gen lag1_x_tilda=L.x_tilda +gen lag2_x_tilda=L2.x_tilda +gen lag3_x_tilda=L3.x_tilda +gen lag4_x_tilda=L4.x_tilda + +*Compute autocovariances +*1)Variance +correlate x_tilda x_tilda, covariance +gen v0=r(Var_1) +*2)Lags +forval x=1(1)4{ +correlate x_tilda lag`x'_x_tilda, covariance +g float v`x'=r(cov_12) +} +keep v* +duplicates drop + +************************************************ +************************************************ +*Export results for autocovariances +save autocov_final_new_NO_health_ALL_v3.dta, replace +************************************************ +************************************************ + +restore + +gen lag1_x_tilda=L.x_tilda +keep x_tilda lag1_x_tilda + +gen dif_x_tilda=x_tilda-lag1_x_tilda + +egen SD = sd(dif_x_tilda) + +egen KURT = kurt(dif_x_tilda) + +egen SKEW = skew(dif_x_tilda) + +keep SD KURT SKEW + + +duplicates drop + +merge using autocov_final_new_NO_health_ALL_v3.dta + +drop _merge + +*keep only the relevant moments and order them according for table 2 +keep SD v0 v1 v2 +replace SD = round(SD, 0.01) +replace v0 = round(v0, 0.01) +replace v1 = round(v1, 0.01) +replace v2 = round(v2, 0.01) + +order v0 v1 v2 SD + +cd .. + +cd output + +outsheet using tab2_income.csv, c replace + diff --git a/42/replication_package/data_replication/psid/code/tabA3_refi.do b/42/replication_package/data_replication/psid/code/tabA3_refi.do new file mode 100644 index 0000000000000000000000000000000000000000..3c61df5622c8317504fa2dc2ac9b2d4c388366ee --- /dev/null +++ b/42/replication_package/data_replication/psid/code/tabA3_refi.do @@ -0,0 +1,192 @@ +clear all +set more off +set maxvar 10000 +set mem 500m + +*Set path +*** + +*cd ---- specify path to \data_replication\psid\ + +local procdata "./proc_data/" +local rawdata "./raw_data/" + +cd proc_data + +*load income data +forval x=2015(2)2017{ +use pX`x'.dta, clear +ren aftertax_income_defl_equiv inc`x' +ren age_head age`x' +ren ed_head edu`x' +ren marital_status_head mstat`x' +ren fam_ID_year fam_ID`x' +ren size_fam size_fam`x' +drop fam_ID_1968 year_survey year mstat //drop variables that are not useful +save pkX`x'.dta,replace +} + +*Join datasets to form a panel +use pkX2015.dta, clear +forval x=2017(2)2017{ +joinby hid using pkX`x'.dta, unmatched(both) +drop if _merge!=3 +drop _merge +local i=`x'-2 +di "`i'" +gen b=age`x'-age`i' +tab b +drop if b!=2 & b!=1 & b!=3 // drop people that are inconsistent about their age (1/2/3 are consistent due to the differences in month of interview) +drop b +gen a=edu`x'-edu`i' +tab a +drop if a<0 // drop people that are inconsistent about their education (to adjust for any errors, see 2009 family codebook release info) +drop a +} + +*Reshape the data for better use +reshape long inc age edu mstat fam_ID size_fam, i(hid) j(year) + + + +drop if inc<0 + + +drop if year<2015 +drop if year>2017 +drop if age<25 +drop if age>85 + +keep fam_ID year hid inc equiv age +save income_panel1_temp.dta, replace + +cd .. +*############################################################################### +*Prepare the refinancing data for each year +*############################################################################### +forval x=2015(2)2017{ +clear +*############################################################################### +*Prepare the wealth data +*############################################################################### + +*Convert family files to stata format +cd raw_data +do FAM`x'ER.do + +*Adjust wealth components +do wealth_comp`x'.do +gen year=`x' + +drop ER* + +cd .. +joinby fam_ID year using `procdata'income_panel1_temp.dta, unmatched(both) +drop if _merge!=3 +drop _merge + +save `procdata'ref_temp_`x'.dta,replace + +} + +cd proc_data + +*############################################################################### +*Generate Panel and calculate Share of refinancing +*############################################################################### + +use ref_temp_2015.dta, clear +forval x=2017(2)2017{ +append using ref_temp_`x'.dta +} + +sort hid year +xtset hid year + +*sum up both mortgages +gen tot_mtg_debt=m1_principal+m2_principal + +*generate difference in mortgage balances between survey waves +gen past_mtg_balance=L2.tot_mtg_debt +gen diff_mtg_balance=tot_mtg_debt-past_mtg_balance +replace diff_mtg_balance=. if past_mtg_balance==0 //make sure to account for people that had no mtg and got one (went from 0 to positive mtg balance) + +*generate refinancing dummies +*1. any increase in mtg balance +gen refi_status1=1 if diff_mtg_balance>0 & diff_mtg_balance!=. +replace refi_status1=0 if refi_status1!=1 +*2. 5% increase in mtg balance (results are the same in terms of nr of observations between option 1. and option 2.) +gen pct_increase_mtg_balance=diff_mtg_balance/past_mtg_balance +gen refi_status2=1 if diff_mtg_balance>=.05 & diff_mtg_balance!=. +replace refi_status2=0 if refi_status2!=1 + +**************************************************************************************************************** +*compute moments +**************************************************************************************************************** +*create moments to be reported +gen liq_assets=(stocks+checking_savings-other_debt)/equiv +gen income = inc //already equivalized +gen liq_assets_to_inc = liq_assets/income +gen h_net_worth_share = (house_val - m1_principal-m2_principal)/wealth +gen wlth = wealth/equiv +gen ltv_m=tot_mtg_debt/house_val +gen h_value=house_val/equiv +*gen age_head=age +gen mtg_payments_total = (mtg_paym1+mtg_paym2)/equiv +gen pti = mtg_payments_total/inc +*save file +save temp_refi_data.dta, replace + + + + + +************************************************************************* +* OTHER REFI MOMENTS +************************************************************************* +*^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +*2017 +*^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^^ +use temp_refi_data, clear +keep if year==2015 | year==2017 +*move refi status one step behind +gen refit1=f2.refi_status2 +gen refit2=f2.turnover1 +gen refit=1 if refit1==1 & refit2!=1 +replace refit=0 if refit!=1 +*move back increase in mtg balance +gen mtg_delta=f2.pct_increase_mtg_balance +gen mtg_delta1=f2.diff_mtg_balance/house_val +*keep only orginal year +keep if year==2015 +*winsorize data +winsor2 liq_assets income liq_assets_to_inc h_net_worth_share wlth ltv_m h_value age_head pti mtg_delta mtg_delta1, replace cuts(1 99) + + +preserve +collapse (mean) refit +gen res=round(refit, 0.01)/2 +replace res=round(res, 0.01) +gen title="fraction of people refinance" +save moment1.dta, replace +restore + + +forval x=1(1)1{ +use moment`x'.dta, clear +keep res title +duplicates drop +save moment`x'.dta, replace +} + +use moment1.dta, clear + +order title res + +cd .. + +cd output + +outsheet using tabA3_refi.csv, replace c + + diff --git a/42/replication_package/data_replication/psid/code/taxsim.do b/42/replication_package/data_replication/psid/code/taxsim.do new file mode 100644 index 0000000000000000000000000000000000000000..80a61c2217a4673613b44a847b1bc17a1de62bc7 --- /dev/null +++ b/42/replication_package/data_replication/psid/code/taxsim.do @@ -0,0 +1,191 @@ +clear all +set more off +set maxvar 10000 + +*Set path +*** + +*cd ---- specify path to \data_replication\psid\ +local procdata "./proc_data" + +*Define the CPI annual average for each relevant year. +*These are defined for the relevant year of the survey (e.g cpi1999 is for 1998) +local cpi1999 = 163.01 +local cpi2001 = 172.19 +local cpi2003 = 179.87 +local cpi2005 = 188.91 +local cpi2007 = 201.56 +local cpi2009 = 215.25 +local cpi2011 = 218.09 + +*Run TAXSIM and compute disposable income +forval x=1999(2)2011{ + di "YEAR `x'" + + cd raw_data + + *Recode the PSID data + do FAM`x'ER.do + + *Construct the variables of interest (income components) + do save_data_`x'.do + + + ******************** + *Proceed to TAXSIM + ******************** + *Generate tax year (previous year from the survey year) + g year = year_survey - 1 + + *Convert PSID state codes to TAXSIM state format + g state = 0 + replace state = 1 if state_residence == 01 /* Alabama */ + replace state = 2 if state_residence == 50 /* Alaska */ + replace state = 3 if state_residence == 02 /* Arizona */ + replace state = 4 if state_residence == 03 /* Arkansas */ + replace state = 5 if state_residence == 04 /* California */ + replace state = 6 if state_residence == 05 /* Colorado */ + replace state = 7 if state_residence == 06 /* Connecticut */ + replace state = 8 if state_residence == 07 /* Delaware */ + replace state = 9 if state_residence == 08 /* DC */ + replace state = 10 if state_residence == 09 /* Florida */ + replace state = 11 if state_residence == 10 /* Georgia */ + replace state = 12 if state_residence == 51 /* Hawaii */ + replace state = 13 if state_residence == 11 /* Idaho */ + replace state = 14 if state_residence == 12 /* Illinois */ + replace state = 15 if state_residence == 13 /* Indiana */ + replace state = 16 if state_residence == 14 /* Iowa */ + replace state = 17 if state_residence == 15 /* Kansas */ + replace state = 18 if state_residence == 16 /* Kentucky */ + replace state = 19 if state_residence == 17 /* Louisiana */ + replace state = 20 if state_residence == 18 /* Maine */ + replace state = 21 if state_residence == 19 /* Maryland */ + replace state = 22 if state_residence == 20 /* Massachusetts */ + replace state = 23 if state_residence == 21 /* Michigan */ + replace state = 24 if state_residence == 22 /* Minnesota */ + replace state = 25 if state_residence == 23 /* Missippi */ + replace state = 26 if state_residence == 24 /* Missouri */ + replace state = 27 if state_residence == 25 /* Montana */ + replace state = 28 if state_residence == 26 /* Nebraska */ + replace state = 29 if state_residence == 27 /* Nevada */ + replace state = 30 if state_residence == 28 /* NewHampshire */ + replace state = 31 if state_residence == 29 /* NewJersey */ + replace state = 32 if state_residence == 30 /* NewMexico */ + replace state = 33 if state_residence == 31 /* NewYork */ + replace state = 34 if state_residence == 32 /* NorthCarolina */ + replace state = 35 if state_residence == 33 /* NorthDakota */ + replace state = 36 if state_residence == 34 /* Ohio */ + replace state = 37 if state_residence == 35 /* Oklahoma */ + replace state = 38 if state_residence == 36 /* Oregon */ + replace state = 39 if state_residence == 37 /* Pennsylvania */ + replace state = 40 if state_residence == 38 /* RhodeIsland */ + replace state = 41 if state_residence == 39 /* SouthCarolina */ + replace state = 42 if state_residence == 40 /* SouthDakota */ + replace state = 43 if state_residence == 41 /* Tennessee */ + replace state = 44 if state_residence == 42 /* Texas */ + replace state = 45 if state_residence == 43 /* Utah */ + replace state = 46 if state_residence == 44 /* Vermont */ + replace state = 47 if state_residence == 45 /* Virginia */ + replace state = 48 if state_residence == 46 /* Washington */ + replace state = 49 if state_residence == 47 /* WestVirginia */ + replace state = 50 if state_residence == 48 /* Wisconsin */ + replace state = 51 if state_residence == 49 /* Wyoming */ + + *Marital status: 1 for single, 2 for joint, 3 for head of household. + * Making single if never married, widowed, divorced, separated, or other. + g mstat = cond(marital_status_head != 1, 1, 2) + * Making head of household if unmarried with children. + replace mstat = 3 if mstat == 1 & children > 0 + + *Number of dependents (kids) per tax form. + g depx = children + + *Labor income of primary and secondary taxpayers + *Includes: + *wages and salaries + *+any separate reports of bonuses + *+overtime + *+tips + *+commissions + *+professional practice or trade + *+market gardening + *+additional job income + *+and miscellaneous labor income + g pwages = labor_inc_head + business_labor_income_head + g swages = (labor_inc_wife+business_labor_income_wife)*(mstat==2) + *g swages = labor_inc_wife*(mstat==2) // only matters if married + + *Gross social security benefits + *Taxsim will calculate the portion includable in adjusted gross income (AGI) + g gssi = socsec_income_hh //together wife and head + + *Other non-taxable transfer Income such as welfare, workers comp, + *veterans benefits and child support that would affect eligibility for state + *property tax rebates but would not be taxable at the federal level + g transfers = vapension_inc_head + workerscomp_inc_head + tanf_inc_head + /// + otherwelfare_inc_head + childsupport_inc_head + transf_rel_head + /// + ssi_head+ /// + (mstat==2)*(workerscomp_inc_wife + tanf_inc_wife + otherwelfare_inc_wife + /// + childsupport_inc_wife + transf_rel_wife + ssi_wife) + *(mstat==2)*(workerscomp_inc_wife + tanf_inc_wife + otherwelfare_inc_wife + /// + *childsupport_inc_wife + transf_rel_wife + ssi_wife) + + + *Unemployment compensation benefits + *Taxsim will calculate the portion included in AGI + g ui = unemployment_inc_head + unemployment_inc_wife + *g ui = unemployment_inc_head + (mstat==2)*unemployment_inc_wife + + *Number of dependents under age 17 + *Cannot distinguish between children in PSID (asign all children who live in + *Family Unit as dependent) + g depchild = children + + *IRA and annuities (benefits and contributions) + *g otherprop=pension_ben-pension_contrib + + *Annuities/IRAs head and wife (benefits) + g otherprop=annira_head+pension_wife+business_asset_income_head+business_asset_income_wife + + *Taxable retirement income + g pensions = nonva_retir_head+other_pen_head + + *Labor income less pension contributions + replace pwages = pwages - stat_pen_contrib_head + replace swages = swages - stat_pen_contrib_wife + + + *Run taxsim + taxsim9, full replace + + di "TAXSIM FOR YEAR `x' OVER" + + *Compute total income before tax + gen pretax_income = pwages + swages + transfers + gssi + ui + otherprop + pensions + + + *Compute disposable income + *Deflate by the CPI (base year 1998) + rename fiitax federalTax + rename siitax stateTax + gen aftertax_income_defl = (pretax_income - federalTax - stateTax)*(`cpi1999' / `cpi`x'') + + *Drop HH with negative income (stemming from pension contributions that are too high relative to income or from business losses) + drop if aftertax_income_defl<0 + + *Adjust using equivalence scales (OECD) + gen nr_adult = size_fam-depchild + gen equiv = 1.0 + 0.7*(nr_adult-1) + 0.5*depchild + gen aftertax_income_defl_equiv= aftertax_income_defl/equiv + + *Drop all unnecessary variables + keep aftertax_income_defl_equiv age_head year_survey ed_head marital_status_head fam_ID_1968 fam_ID_year size_fam equiv state_residence + + + cd .. + + save "`procdata'/temp`x'.dta",replace + +} + + diff --git a/42/replication_package/data_replication/psid/code/taxsim9_ado_files/taxsim9.ado b/42/replication_package/data_replication/psid/code/taxsim9_ado_files/taxsim9.ado new file mode 100644 index 0000000000000000000000000000000000000000..f068caedaf622efde4522447845155e3b172a9b7 --- /dev/null +++ b/42/replication_package/data_replication/psid/code/taxsim9_ado_files/taxsim9.ado @@ -0,0 +1,368 @@ +program define taxsim9 +version 9.10 +/* +** by Jean Roth , jroth@nber.org +This program uses the NBER TAXSIM model to calculate US and state +income tax liabilities. It calls an external program nc send +data (in ASCII) to the NBER server and obtain the calculated liabilities. + +net from http://www.nber.org/stata +net describe taxsim9 +net install taxsim9 + +*/ +display "begin taxsim9.ado on $S_DATE (version 9.10)" +syntax [, Full Secondary Wages Interest Long Output(string) Debug X51 PLAN(integer 0) PLANVal(real 0) Replace local] +if `"`replace'"' == `"replace"' { + display "TAXSIM results will be merged to original file" +} +** If state doesn't exist, add to original dataset for later merging. +capture confirm variable state +if _rc { + display "Variable state not found in dataset." + display "Generating state = 0 to return federal taxes only." + generate state = 0 +} +if `"`x51'"' == `"x51"' { + display "Setting state identifier to -1 for confidentiality" + display "Returning 51 records for every record received" + capture drop statet + generate statet = state + replace state = -1 +} +*preserve +if `"`debug'"' != `"debug"' { + tempfile outfile infile ftp msg +} +else { + display "Saving input to FORTRAN TAXSIM as txpydata.raw " + local outfile txpydata.raw + display "Saving output from FORTRAN TAXSIM as results.raw " + local infile results.raw + capture erase txpydata.raw + capture erase results.raw +} +capture { rm `outfile' } +capture { rm `infile' } +capture { rm ftp.txt } +capture ( rm msg.txt } +if length(`"`output'"') == 0 { + local output taxsim_out +} +display "TAXSIM results will be saved in `output'.dta" +capture drop taxsimid +if _rc==0 { + display "Dropping taxsim id." +} +preserve +capture generate taxsimid = _n + +** mtr is marginal is tax rate. +local mtr 85 +** idtl is output. 0 is basic +local idtl 0 + +#delimit ; +** marginal tax rate options ; +if `"`secondary'"' == `"secondary"' { ; + local mtr 86 ; + display "Marginal rate with respect to secondary earner"; +} ; +if `"`wages'"' == `"wages"' { ; + local mtr 11 ; + display "Marginal rate with respect to overall earnings"; +} ; +if `"`interest'"' == `"interest"' { ; + local mtr 14 ; + display "Marginal rate with respect to interest income"; +} ; +if `"`long'"' == `"long"' { ; + local mtr 70 ; + display "Marginal rate with respect to long term gains"; +} ; + +if `"`full'"' == `"full"' { ; + local idtl 2 ; + local addvars v10 v11 v12 v13 v14 v15 v16 v17 v18 v19 + v20 v21 v22 v23 v24 v25 v26 v27 v28 v29 + v30 v31 v32 v33 v34 v35 v36 v37 v38 v39 + v40 v41 ; + display "Full Intermediate Calculations Requested"; +} ; +if "`mtr'" == "85" { ; + display "Marginal rate with respect to primary earner"; +} ; +if "`idtl'" == "0" { ; + display "Basic output"; +} ; + +if `plan' != 0 {; + display "Tax law modified according to TAXSIM plan " `plan'; +}; +if `planval' != 0 {; + display "Modified tax parameter is " `planval'; +}; + +#delimit cr +** Checking data sent to taxsim for validity +** Checking for observations prior to variables for better error message. +if _N==0 { + display "Aborting: No observations in data set" + exit +} +local must_exist year mstat +foreach X of local must_exist { + capture confirm var `X' + if _rc > 0 { + display "Aborting: Variable `X' not found in data file" + exit + } + capture assert missing(`X') + if _rc == 0 { + display "Aborting: All values of variable `X' are missing." + exit + } +} +#delimit ; +local invars year state mstat depx agex pwages swages dividends otherprop +pensions gssi transfers rentpaid proptax otheritem childcare ui depchild +mortgage ltcg stcg; +#delimit cr + +foreach X of local invars { + capture confirm var `X' + if _rc > 0 { + display "Variable `X' is not in the dataset. Generating `X' = 0 " + generate `X' = 0 + } + capture assert missing(`X') + if _rc == 0 { + display "All values of variable `X' are missing. Replacing `X' = 0 " + replace `X' = 0 + } +} +*display "Checking variables are numeric" +foreach X of local invars { + capture confirm numeric variable `X' + if _rc > 0 { + display "Aborting: Variable `X' is not numeric. See help tostring." + exit + } +} +scalar startobs = _N +scalar obs0=_N +quietly drop if year<1960 | year>2023 | year==. +drop_message obs0-_N year +quietly drop if state<-1 | state > 51 | missing(state) +drop_message obs0-_N state +** The maximum value of year will need updating annually +quietly drop if (year<1977|year>2016) & state !=0 +drop_message obs0-_N state-and-year-combination +quietly drop if depx<0 | depx>999 +drop_message obs0-_N depx +quietly drop if mstat<1 | ( mstat>4 & mstat<7 ) | mstat>8 +drop_message obs0-_N mstat +quietly drop if agex<0 | agex>12000 +drop_message obs0-_N agex +quietly drop if depchild<0|depchild>999999 +drop_message obs0-_N depchild +** Replacing spouses wage=0 if not filing jointly +quietly replace swages=0 if mstat!=2 +#delimit ; +local positive_items dividends pensions gssi transfers rentpaid + proptax otheritem childcare ui mortgage; +#delimit cr +scalar obs0=_N +foreach X in `positive_items' swage pwage { + quietly drop if `X'<0 | `X' >=99999999 | `X'==. + if (obs0>_N) { + display obs0-_N " records droped for out of range `X' + } + scalar obs0=_N +} +** display "Checking there is at least 1 observation is left after the final drop" +if _N==0 { + display "Aborting: No observations in data set" + exit +} + +/* +*display "Eliminating scientific notation format in outfile" +foreach X of local invars { + format %15.2f `X' +}*/ + +if `"`debug'"' == `"debug"' { + display "Here are the variable counts and means after cleaning:" + summarize `invars' +} + +capture describe +di _N " records out of " startobs " are left for taxsim to process" +local sent=_N +** Handling the case of state=-1 +local sent51=`sent'*51 +quietly tostring taxsimid,replace +quietly replace taxsimid ="9 `mtr' `idtl' `plan' `planval' /" + char(10) + taxsimid in 1 + +local obs=r(N) +outfile taxsimid `invars' using `outfile',noquote nolabel + +if `"`local'"' == `"local"' { + ! taxsim9 <`outfile' >`infile' +} +else { + local servername= "`c(current_time)'" + local servername = subinstr("`servername'",":","",2) + di "server filename is `servername'" + di " infile is `infile'" + di " outfile is `outfile'" + file open out using ftp.txt, write replace + local slashck "/C" + if `"`debug'"' == `"debug"' { + local slashck "/K" + di "Type EXIT in DOS window to return to stata." + file write out "debug" _n + } + file write out "open taxsimftp.nber.org" _char(10) + file write out "user taxsim 02138" _char(10) + file write out "cd tmp" _char(10) + file write out "type ascii" _char(10) + file write out "put `outfile' `servername'" _char(10) + file write out "get `servername'.taxsim `infile'" _char(10) + file write out "get `servername'.msg msg.txt" _char(10) + if _n > 10000 { + file write out "del `servername'" _char(10) + } + file write out "quit" _char(10) + file close out + capture { rm msg.txt } + di "`c(os)`" + if "`c(os)'" == "Windows" { + ! cmd `slashck' ftp -n -s:ftp.txt -w:12888 + } + else { + ! ftp -n 1 & `r(N)'-`sent51'>=1 ) { + display "This machine may have had trouble communicating with our server" + display "Check the size and content of the result file (results.raw, by default)" + display "If processing stopped midway, the results file may be large" + display "but if not, the top of the file may include a message from our webserver" + display "that would be helpful for debugging" + display "Consult the Notes and Support section of the help file for troubleshooting info" + display "http://www.nber.org/taxsim/stata/ " + display "`r(N)'!=`sent' & `r(N)'!=`sent51'" + exit +} +label variable state "state id" +label variable fiitax "Federal Income Tax" +label variable siitax "State Income Tax" +label variable fica "OASDI and HI Payroll Tax" +label variable frate "IIT marginal rate" +label variable srate "state marginal rate" +label variable ficar "SS marginal rate" +if `"`full'"' == `"full"' { +label variable v10 "Federal AGI" +label variable v11 "UI in AGI" +label variable v12 "Social Security in AGI" +label variable v13 "Zero Bracket Amount" +label variable v14 "Personal Exemptions" +label variable v15 "Exemption Phaseout" +label variable v16 "Deduction Phaseout" +label variable v17 "Deductions allowed" +label variable v18 "Federal Taxable Income" +label variable v19 "Federal Regular Tax" +label variable v20 "Exemption Surtax" +label variable v21 "General Tax Credit" +label variable v22 "Child Tax Credit (as adjusted)" +label variable v23 "Refundable Part of Child Tax Credit" +label variable v24 "Child Care Credit" +label variable v25 "Earned Income Credit" +label variable v26 "Income for the Alternative Minimum Tax" +label variable v27 "AMT Liability (addition to regular tax)" +label variable v28 "Income Tax before Credits" +label variable v29 "FICA" +label variable v30 "State Household Income" +label variable v31 "State Rent Payments" +label variable v32 "State AGI" +label variable v33 "State Exemption amount" +label variable v34 "State Standard Deduction" +label variable v35 "State Itemized Deductions" +label variable v36 "State Taxable Income" +label variable v37 "State Property Tax Credit" +label variable v38 "State Child Care Credit" +label variable v39 "State EITC " +label variable v40 "State Total Credits" +label variable v41 "State Bracket Rate" +} +sort taxsimid state +capture save `output', replace +restore +display " " +if `"`replace'"' != `"replace"' { + display "TAXSIM results are saved in `output'" + display " " + display "To merge the TAXSIM results to the current dataset, run the commands below." + display " " + if `"`x51'"' == `"x51"' { + display "generate taxsimid = _n" + display "replace state=statet" + display "sort taxsimid state" + display "merge taxsimid state using `output', nokeep replace update" + display "drop statet _merge" + } + else { + display "generate taxsimid = _n" + display "sort taxsimid" + display "merge taxsimid using `output',replace update" + } + display " " + display "To avoid merging by hand, rerun with the replace option " + display "to automatically merge the datasets." +} +else { + capture drop taxsimid _merge + capture generate taxsimid = _n + if `"`x51'"' == `"x51"' { + display "TAXSIM results are being merged with workspace by taxsimid state" + replace state = statet + sort taxsimid state + merge taxsimid state using `output',replace update + display "Keeping only matching state data" + drop if statet==. + drop statet _merge + } + else { + display "TAXSIM results are being merged with workspace by taxsimid" + sort taxsimid + merge taxsimid using `output',replace update + drop _merge + } +} +display " " +end + +program define drop_message, rclass +version 8.0 +args dropped varname +if (`dropped'>0) { + display `dropped' %8.0g " records dropped for out of range `varname'" +} +scalar obs0 =_N +end + diff --git a/42/replication_package/data_replication/psid/code/taxsim9_ado_files/taxsim9.hlp b/42/replication_package/data_replication/psid/code/taxsim9_ado_files/taxsim9.hlp new file mode 100644 index 0000000000000000000000000000000000000000..c79baf1e456ea69e16de08a129b9d86763f63542 --- /dev/null +++ b/42/replication_package/data_replication/psid/code/taxsim9_ado_files/taxsim9.hlp @@ -0,0 +1,294 @@ +{smcl} +{* 20 September 2008}{...} +{hline} +help for {it:{hi:taxsim9}} +{hline} + +{title:NBER TAXSIM model for federal and state income taxes} + +{title:Description} + +{p 8 18 2} +{cmdab:taxsim9}[,{cmdab:f:ull} {cmdab:o:utput} +{cmdab:s:econdary}|{cmdab:w:ages}|{cmdab:i:nterest}|{cmdab:l:ong} +{cmdab:d:ebug} {cmdab:p:lan} {cmdab:planv:al} {cmdab:x:51} +{cmdab:r:eplace}] + +{p 4 4 2}calculates federal and state income tax liability from 21 input +variables. These variables are be defined in your current workspace +before calling taxsim. The program returns values for various tax return +concepts, taxes, credits, and marginal tax rates as new named variables in +a new dataset or merged into your current workspace. + +{p 4 4 2}The tax calculator itself is the same FORTRAN program that the NBER has +been updating annually since 1974, but with a simplified input file (no married +filing separate or income averaging, etc). This interface merely packages up your +data and sends it to Cambridge for the actual calculations, which are returned and +merged into your current dataset. No tax calculations are done on your computer, +although there is some range checking of your data. + +{title:Input Variables:} + +{p 4 4 2} {hi:year:} 4-digit year between 1960 and 2023. Between 1977 and +2015 if state tax is requested. No default. + +{p 4 4 2} {hi:state:} state identifier. These are numeric codes from 1 to +51 (Alabama to Wyoming in alphabetical order) with zero indicating "no +state tax". + +{p 4 4 2} {hi:mstat:} Marital status 1 for single, 2 for joint, 3 for head +of household. No default. + +{p 4 4 2} {hi:depx:} Number of dependents ( usually kids, but can be any age ) per +tax form. Must not be less than depchild (below). + +{p 4 4 2} {hi:agex:} The age of the primary taxpayer times 100 plus the age of the +secondary taxpayer (if any). Forexample 6563 would a 65 year old married to a 63 +year old. If zero we assume the taxpayer is of an age eligible for the EITC and the +full AMT exclusion but not for any age exemption or supplemental standard deduction. +It is not an error for a taxpayer to be over 99 years of age but the secondary +taxpayer must be of legal marriagable age. 10301 would be a 102 year old married to +a 101 year old. Prior to July 2016 this field was the number of taxpayers 65 years +of age or more, and that usage is still accepted for backward compatibility, however +EITC, and AMT are more accurate with exact ages. + +{p 4 4 2} {hi:pwages:} Wage income of primary taxpayer + +{p 4 4 2} {hi:swages:} Wage income of secondary taxpayer + +{p 4 4 2} {hi:dividends:} Dividend income + +{p 4 4 2} {hi:otherprop:} Interest and other property income. This may be +negative. You can put net alimony here, and subtract any adjustments such +as IRAs, Keoghs and self employment tax, to the extent that yuo may know +such items. + +{p 4 4 2} {hi:pensions:} IRA distributions and Taxable pension income + +{p 4 4 2} {hi:gssi:} Gross social security benefits. Taxsim will calculate the +portion includable in AGI. + +{p 4 4 2} {hi:transfers:} Non-taxable transfer income, used for +calculating low income credits and property tax credits on state taxes. + +{p 4 4 2} {hi:rentpaid:} Rent paid is used in some state property tax +credits. + +{p 4 4 2} {hi:proptax:} Property tax paid is an itemized deduction and is a +preference for the AMT. + +{p 4 4 2} {hi:otheritem:} Taxes paid other than state income taxes. Taxsim will use +its own calculated state income tax as an itemized deduction. These are preferences +for the AMT. + +{p 4 4 2} {hi:childcare:} Child care expenses are a credit in the federal +tax. + +{p 4 4 2} {hi:ui:} Unemployment compensation benefits. Taxsim will calculate the +portion included in AGI. + +{p 4 4 2} {hi:depchild:} Number of dependent children under 17 (for child +credit), optionally plus 100 times the number of dependent children under 18 plus +10000 times the number of dependent children under 13. e.g. 10302 for 1 child +eligible for child care credit, three counted for the EIC and 2 for the child tax +credit. Note that to maintain backward compatibility if this value is under 100 then +the number of dependents is used for the child care and EIC credits. + +{p 4 4 2} {hi:mortgage:} Mortgage interest paid, possibly plus charitable +contibutions, and some minor items that are not preferences for the AMT. + +{p 4 4 2} {hi:stcg:} Short term capital gain or loss (+/-). + +{p 4 4 2} {hi:ltcg:} Long term capital gain or loss (+/-). + +{title:The following variables are returned by the procedure:} + +{p 4 4 2} {hi:taxsimid:} Record identifer, _n , +used to merge taxsim_out.dta back to source workspace. + +{p 4 4 2} {hi:year:} Unchanged from input. + +{p 4 4 2} {hi:state:} Unchanged from input. + +{p 4 4 2} {hi:fiitax:} Federal tax liability, after regular, minimum, and +maximum tax, and after refundable credits. + +{p 4 4 2} {hi:siitax:} State tax liability after refundable credits. + +{p 4 4 2} {hi:fica:} FICA tax liability, sum of employer and employee shares. + +{p 4 4 2} {hi:frate:} Marginal federal tax rate wrt primary worker wages. You can +change this to the weighted average of the rates on the primary and secondary +earners, (equal weights if both are non-workers), secondary earner, property income, +or long term gains with the options, {cmd:Wages},{cmd:Secondary}, {cmd:Interest} or +{cmd:Long}. + +{p 4 4 2} {hi:srate:} Marginal state tax rate. Same options apply here. + +{p 4 4 2} {hi:ficar:} Marginal FICA rate. The estimate of FICA tax +includes both employer and employee portions, and ignores the favorable +treatment of self-employment income. + +{title:Missing Data:} {p 4 4 2} All variables except year and marital +status are optional, and the tax calculation will proceed as if missing +variables are zero after printing a warning. A variable is missing if +it doesn't show up in a describe command - this is different from missing values +for a defined variable. + +{p 4 4 2}An individual case missing value for any variable in the list of 21 +variables will result in listwise deletion. Zero is an acceptable value for any +dollar amount. A zero for the state id, means "no state tax" and in that case zero +is returned for the state tax liability. Negative values are allowed only for +capital gains and {hi:otherprop}, and will cause listwise deletion if encountered in +other variables. + +{title:Additional Output:} + +{title:Options} + +{p 4 4 2}{cmd:full:} Return many intermediate calculations (taxable +income, regular tax, individual credits, etc. All the returned variables +have labels defined in taxsim9.ado - use "describe" to get the full list +or browse the web page below. + +{p 4 4 2}{cmd:output:} Specify the name of the output dataset. The +default is taxsim_out.dta in the current directory. + +{p 4 4 2}{cmd:secondary:} Calculate marginal tax rates with respect to +the secondary wage earner. The default is with respect to the primary wage +earner. + +{p 4 4 2}{cmd:wages:} Calculate marginal tax rates with respect to a +weighted average of the primary and secondary wage earner. + +{p 4 4 2}{cmd:interest:} Calculate marginal tax rates with respect to +interest income. + +{p 4 4 2}{cmd:long:} Calculate marginal tax rates with respect to +long term gains. + +{p 4 4 2}{cmd:debug:} Do not erase intermediate ASCII files written in the +current directory. Summarize input variables after cleaning. The intermediate files +are essential for debugging. If you are reporting errors to NBER, be sure to +create a small (no more than a couple of observations) test file to send to us. + +{p 4 4 2}{cmd:x51:} Users of the AHEAD, HRS, and other confidential +data are reminded that they are not permitted to send state identifiers to +us. If such users need state tax calculations they should set this option +which instructs taxsim8.ado (running on your computer) to drop the state +identifier from records sent to our server, and instructs the server to +return 51 records for each record received, one for each possible state. +Then taxsim9.ado (at your computer) will discard the 50 spurious records +from the returned data, leaving you with tax calculations for the correct +state for each taxpayer, and without sending us anything you aren't +allowed to share. Don't laugh - it works and the inefficiency is tolerable. + +{p 4 4 2}{cmd:replace:} Merge the taxsim output file into the workspace, possibly +overwriting existing variables. Otherwise output is saved to taxsim_out.dta in the +current directory. You can run taxsim multiple times with the replace option set and +the results will not change unless you change the input data or procedure options. + +{p 4 4 2}{cmd:Plan:} Modify the tax calculation according to the list of alternative +tax laws listed at "http://www.nber.org/taxsim/taxsim=calc9/plans.html". + +{p 4 4 2}{cmd:PLANVar:} Parameter for the {cmd:Plan:}. + +{title:Notes:} + +{p 4 4 2}Dollar amounts are rounded to the nearest penny before +transmission to the calculator, and calculated amounts are similarly +treated. + +{p 4 4 2}Extreme marginal tax rates due to notches will become missing +values. + +{p 4 4 2}The maximum upload file size is vague, but use caution for files larger +than 100,000 cases. Start small, and test the server reaction to larger files. + +{p 4 4 2}Taxsim9.ado writes out the 21 variables (plus a record id) to a temporary +ASCII file and also writes a short ftp script for uploading that file to the NBER +taxsim server. Then the same script downloads a file of the same name with the +.taxsim suffix added. Our ftp server is modified to run such files through the +taxsim program, and return the calculated results rather than the original file. The +results are copied to your local hard disk and loaded into the taxsim_out.dta +dataset in your home directory. If you wish to examine the process, study the .ado +file and ftp.txt files. + +{p 4 4 2}Throughput is variable but one user reports 1,500 +records/minute with an excellent connection (25 milliseconds ping time). +If you experience time-outs, please split your dataset into pieces for +sequential processing, if processing is reliable, you may consider larger +pieces. I would be interested in hearing reports. + +{title:Example:} +{p 4 8 2}{cmd:. input state year mstat pwages} + +{p 4 8 2}{cmd:. 5 2004 1 50000} + +{p 4 8 2}{cmd:. end} + +{p 4 8 2}{cmd:. taxsim9, full interest replace}{p_end} + +{p 4 4 2} The example posits a single taxpayer in California with $50,000 +of wage income, and returns the marginal tax rate with respect to interest +income, among other values. + +{title:Support:} + +{p 4 4 2}Dan Feenberg would like to speak with anyone using this program - +give him a call after you have done some experimenting, but before +investing a lot of time and certainly before submitting for publication. If you +encounter bugs please prepare a test case with no more than 3 observations and run +with the following settings: + + +{p 4 8 2}{cmd:. log using foo,text} + +{p 4 4 2}and also with trace on: + +{p 4 8 2}{cmd:. set trace on} + +{p 4 4 2}and with the debug option for taxsim: + +{p 4 8 2}{cmd:. taxsim9,debug} + +{p 4 4 2}set and the files txpydata.raw,results.raw, ftp.txt and msg.txt included +with your message. If there is no results.raw file, that probably means that ftp +wasn't found or didn't work. + +{p 4 4 2}Be sure to provide stata test runs with the smallest possible dataset that +demonstrates the problem (preferably one record), run with the debug flag set, and +attach the debug files. But always follow the instructions below. + +{p 4 4 2}If any tax calculation surprises you, please enter the taxpayer data in the +web form mentioned below. A detailed explanation of the calculation will be +returned, which may remind you of a code feature or interaction you were unaware of. +If you still think the calculation is wrong, follow the instructions given there for +sending bug reports. We are very responsive to these communications - they do result +in improvements to the calculator, generally within a day or two. But please send us +a single record demonstrating the error, not a large file. Most users anticipate we +need to be encouraged to respond by the possibility that the error is common and +submit large files to demonstrate that. This is not true and we will respond +with a request that the file be cut down. + +{p 4 4 2}See {browse "http://www.nber.org/taxsim/taxsim9/"} the TAXSIM web +site for additional information about the tax caculator. Although that is the +interface for the Web version of taxsim, there is much valuable information there +about the operation of the program and the calculation of marginal rates which may +surprise you. + +{p 4 4 2}A general description of Taxsim is given in +{browse "http://www.nber.org/taxsim/feenberg-coutts.pdf"}. + +{col 5}Daniel Feenberg ( tax questions ) +{col 5}feenberg@nber.org +{col 5}617-863-0343 + +{p 4 13 2} +Online: help for {help taxsim9} +{p_end} + +{p 4 13 2} +Web: {browse "http://www.nber.org/taxsim/taxsim-calc9"} +{p_end} + diff --git a/42/replication_package/data_replication/psid/code/taxsim_2020.do b/42/replication_package/data_replication/psid/code/taxsim_2020.do new file mode 100644 index 0000000000000000000000000000000000000000..4c7c3e27f2bbb235fd495ae21c57521d6570f8af --- /dev/null +++ b/42/replication_package/data_replication/psid/code/taxsim_2020.do @@ -0,0 +1,208 @@ +clear all +set more off +set maxvar 10000 + +*Set path +*** + +*cd ---- specify path to \data_replication\psid\ +local procdata "./proc_data" + +*Define the CPI annual average for each relevant year. +*These are defined for the relevant year of the survey (e.g cpi1999 is for 1998) +*Values taken from FRED series CPIAUCSL, annual data, average across months +local cpi1999 = 163.01 +local cpi2001 = 172.19 +local cpi2003 = 179.87 +local cpi2005 = 188.91 +local cpi2007 = 201.56 +local cpi2009 = 215.25 +local cpi2011 = 218.09 +local cpi2013 = 229.59 +local cpi2015 = 236.72 +local cpi2017 = 240.01 + + +*Run TAXSIM and compute disposable income +forval x=1999(2)2017{ + di "YEAR `x'" + + cd raw_data + + *Recode the PSID data + do FAM`x'ER.do + + *Construct the variables of interest (income components) + do save_data_`x'.do + + ******************** + *Proceed to TAXSIM + ******************** + *Generate tax year (previous year from the survey year) + g year = year_survey - 1 + + *Convert PSID state codes to TAXSIM state format + g state = 0 + replace state = 1 if state_residence == 01 /* Alabama */ + replace state = 2 if state_residence == 50 /* Alaska */ + replace state = 3 if state_residence == 02 /* Arizona */ + replace state = 4 if state_residence == 03 /* Arkansas */ + replace state = 5 if state_residence == 04 /* California */ + replace state = 6 if state_residence == 05 /* Colorado */ + replace state = 7 if state_residence == 06 /* Connecticut */ + replace state = 8 if state_residence == 07 /* Delaware */ + replace state = 9 if state_residence == 08 /* DC */ + replace state = 10 if state_residence == 09 /* Florida */ + replace state = 11 if state_residence == 10 /* Georgia */ + replace state = 12 if state_residence == 51 /* Hawaii */ + replace state = 13 if state_residence == 11 /* Idaho */ + replace state = 14 if state_residence == 12 /* Illinois */ + replace state = 15 if state_residence == 13 /* Indiana */ + replace state = 16 if state_residence == 14 /* Iowa */ + replace state = 17 if state_residence == 15 /* Kansas */ + replace state = 18 if state_residence == 16 /* Kentucky */ + replace state = 19 if state_residence == 17 /* Louisiana */ + replace state = 20 if state_residence == 18 /* Maine */ + replace state = 21 if state_residence == 19 /* Maryland */ + replace state = 22 if state_residence == 20 /* Massachusetts */ + replace state = 23 if state_residence == 21 /* Michigan */ + replace state = 24 if state_residence == 22 /* Minnesota */ + replace state = 25 if state_residence == 23 /* Missippi */ + replace state = 26 if state_residence == 24 /* Missouri */ + replace state = 27 if state_residence == 25 /* Montana */ + replace state = 28 if state_residence == 26 /* Nebraska */ + replace state = 29 if state_residence == 27 /* Nevada */ + replace state = 30 if state_residence == 28 /* NewHampshire */ + replace state = 31 if state_residence == 29 /* NewJersey */ + replace state = 32 if state_residence == 30 /* NewMexico */ + replace state = 33 if state_residence == 31 /* NewYork */ + replace state = 34 if state_residence == 32 /* NorthCarolina */ + replace state = 35 if state_residence == 33 /* NorthDakota */ + replace state = 36 if state_residence == 34 /* Ohio */ + replace state = 37 if state_residence == 35 /* Oklahoma */ + replace state = 38 if state_residence == 36 /* Oregon */ + replace state = 39 if state_residence == 37 /* Pennsylvania */ + replace state = 40 if state_residence == 38 /* RhodeIsland */ + replace state = 41 if state_residence == 39 /* SouthCarolina */ + replace state = 42 if state_residence == 40 /* SouthDakota */ + replace state = 43 if state_residence == 41 /* Tennessee */ + replace state = 44 if state_residence == 42 /* Texas */ + replace state = 45 if state_residence == 43 /* Utah */ + replace state = 46 if state_residence == 44 /* Vermont */ + replace state = 47 if state_residence == 45 /* Virginia */ + replace state = 48 if state_residence == 46 /* Washington */ + replace state = 49 if state_residence == 47 /* WestVirginia */ + replace state = 50 if state_residence == 48 /* Wisconsin */ + replace state = 51 if state_residence == 49 /* Wyoming */ + + *Marital status: 1 for single, 2 for joint, 3 for head of household. + * Making single if never married, widowed, divorced, separated, or other. + g mstat = cond(marital_status_head != 1, 1, 2) + * Making head of household if unmarried with children. + *replace mstat = 3 if mstat == 1 & children > 0 + + *Number of dependents (kids) per tax form. + g depx = children + + *Labor income of primary and secondary taxpayers + *Includes: + *wages and salaries + *+any separate reports of bonuses + *+overtime + *+tips + *+commissions + *+professional practice or trade + *+market gardening + *+additional job income + *+and miscellaneous labor income + g pwages = labor_inc_head + business_labor_income_head + g swages = (labor_inc_wife+business_labor_income_wife)*(mstat==2) + *g swages = labor_inc_wife*(mstat==2) // only matters if married + + *Gross social security benefits + *Taxsim will calculate the portion includable in adjusted gross income (AGI) + g gssi = socsec_income_hh //together wife and head + + *Other non-taxable transfer Income such as welfare, workers comp, + *veterans benefits and child support that would affect eligibility for state + *property tax rebates but would not be taxable at the federal level + g transfers = vapension_inc_head + workerscomp_inc_head + tanf_inc_head + /// + otherwelfare_inc_head + childsupport_inc_head + transf_rel_head + /// + ssi_head+ /// + (mstat==2)*(workerscomp_inc_wife + tanf_inc_wife + otherwelfare_inc_wife + /// + childsupport_inc_wife + transf_rel_wife + ssi_wife) + *(mstat==2)*(workerscomp_inc_wife + tanf_inc_wife + otherwelfare_inc_wife + /// + *childsupport_inc_wife + transf_rel_wife + ssi_wife) + + + *Unemployment compensation benefits + *Taxsim will calculate the portion included in AGI + g ui = unemployment_inc_head + unemployment_inc_wife + *g ui = unemployment_inc_head + (mstat==2)*unemployment_inc_wife + + *Number of dependents under age 17 + *Cannot distinguish between children in PSID (asign all children who live in + *Family Unit as dependent) + g depchild = children + + *IRA and annuities (benefits and contributions) + *g otherprop=pension_ben-pension_contrib + + *Annuities/IRAs head and wife (benefits) + g otherprop=annira_head+pension_wife+business_asset_income_head+business_asset_income_wife + + *Taxable retirement income + g pensions = nonva_retir_head+other_pen_head + + *Labor income less pension contributions + replace pwages = pwages - stat_pen_contrib_head + replace swages = swages - stat_pen_contrib_wife + + *NEW CODE + replace pwages = . if pwages<0 + replace swages = . if swages<0 + replace mstat = 2 if mstat == 1 & pwages>0 & swages>0 + replace state=. if state==0 + replace year = `x' - 1 + *replace otherprop=0 if otherprop<0 + sum otherprop + drop otherprop //new taxsim9 ado does not treat this variable well and reports back missing values for entire observations when otherprop is included in code + + + *Run taxsim + taxsim9, full replace + + di "TAXSIM FOR YEAR `x' OVER" + + *Compute total income before tax + gen pretax_income = pwages + swages + transfers + gssi + ui + pensions + *gen pretax_income = pwages + swages + transfers + gssi + ui + otherprop + pensions + + + *Compute disposable income + *Deflate by the CPI (base year 1998) + rename fiitax federalTax + rename siitax stateTax + gen aftertax_income_defl = (pretax_income - federalTax - stateTax)*(`cpi1999' / `cpi`x'') + + *Drop HH with negative income (stemming from pension contributions that are too high relative to income or from business losses) + drop if aftertax_income_defl<0 + + *Adjust using equivalence scales (OECD) + gen nr_adult = size_fam-depchild + gen equiv = 1.0 + 0.7*(nr_adult-1) + 0.5*depchild + gen aftertax_income_defl_equiv= aftertax_income_defl/equiv + + *Drop all unnecessary variables + keep aftertax_income_defl_equiv age_head year_survey ed_head marital_status_head fam_ID_1968 fam_ID_year size_fam equiv state_residence mstat year + + cd .. + + + save "`procdata'/tempX`x'.dta",replace + + + +} + + diff --git a/42/replication_package/data_replication/psid/output/tab1_refi_liquidity.csv b/42/replication_package/data_replication/psid/output/tab1_refi_liquidity.csv new file mode 100644 index 0000000000000000000000000000000000000000..d8c6ee78601e625fbfc840dab4dcbce46f315c23 --- /dev/null +++ b/42/replication_package/data_replication/psid/output/tab1_refi_liquidity.csv @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:2f76776dcc3ca17009b8eefab2818493c49e9972d479394da524cb2d1c68a2d0 +size 404 diff --git a/42/replication_package/data_replication/psid/output/tab1_refi_moments.csv b/42/replication_package/data_replication/psid/output/tab1_refi_moments.csv new file mode 100644 index 0000000000000000000000000000000000000000..3c55d372a93aae29e8c826cfce2ff13109cb234f --- /dev/null +++ b/42/replication_package/data_replication/psid/output/tab1_refi_moments.csv @@ -0,0 +1,3 @@ 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b/42/replication_package/data_replication/psid/proc_data/our_proc/tempX2017.dta new file mode 100644 index 0000000000000000000000000000000000000000..210f1bc0d06efd53d6c30c7e2508cefcbcec23ab --- /dev/null +++ b/42/replication_package/data_replication/psid/proc_data/our_proc/tempX2017.dta @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:b27394dd2df975fca2adcf7afa796629eaf577c246eb70c602f756bc2897c0c4 +size 246645 diff --git a/42/replication_package/data_replication/psid/raw_data/CON01.do b/42/replication_package/data_replication/psid/raw_data/CON01.do new file mode 100644 index 0000000000000000000000000000000000000000..a413aa65cd2b12b565de91e98d62fb0d621a10ec --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/CON01.do @@ -0,0 +1,61 @@ + +#delimit ; + +************************************************************************** + Label : Consumption 2001 + Rows : 7406 + Columns : 35 + ASCII File Date : May 1, 2014 +*************************************************************************; + + +infix + REL01 1 - 1 CON01_ID 2 - 6 FOOD01 7 - 16 + FDHM01 17 - 26 FDOUT01 27 - 36 FDDEL01 37 - 46 + HOUS01 47 - 56 MORT01 57 - 66 RENT01 67 - 76 + PRPTAX01 77 - 86 HMEINS01 87 - 96 UTIL01 97 - 106 + HEAT01 107 - 116 ELECTR01 117 - 126 WATER01 127 - 136 + OUTIL01 137 - 146 TRAN01 147 - 156 VEHLN01 157 - 166 + VEHPAY01 167 - 176 VEHLS01 177 - 186 AUTOIN01 187 - 196 + VEHADD01 197 - 206 VEHREP01 207 - 216 GAS01 217 - 226 + PARK01 227 - 236 BUS01 237 - 246 CAB01 247 - 256 + OTRAN01 257 - 266 ED01 267 - 276 CHILD01 277 - 286 + HEALTH01 287 - 296 HOS01 297 - 306 DOCTOR01 307 - 316 + PRESCR01 317 - 326 HINS01 327 - 336 +using CON01.txt, clear +; +label variable REL01 "2001 CONSUMPTION RELEASE NUMBER" ; +label variable CON01_ID "2001 FAMILY INTERVIEW (ID) NUMBER" ; +label variable FOOD01 "2001 FOOD EXPENDITURE" ; +label variable FDHM01 "2001 FOOD AT HOME EXPENDITURE" ; +label variable FDOUT01 "2001 FOOD AWAY FROM HOME EXPENDITURE" ; +label variable FDDEL01 "2001 FOOD DELIVERED EXPENDITURE" ; +label variable HOUS01 "2001 HOUSING EXPENDITURE" ; +label variable MORT01 "2001 MORTGAGE EXPENDITURE" ; +label variable RENT01 "2001 RENT EXPENDITURE" ; +label variable PRPTAX01 "2001 PROPERTY TAX EXPENDITURE" ; +label variable HMEINS01 "2001 HOME INSURANCE EXPENDITURE" ; +label variable UTIL01 "2001 UTILITY EXPENDITURE" ; +label variable HEAT01 "2001 GAS FOR HOME EXPENDITURE" ; +label variable ELECTR01 "2001 ELECTRICITY EXPENDITURE" ; +label variable WATER01 "2001 WATER/SEWER EXPENDITURE" ; +label variable OUTIL01 "2001 OTHER UTILITY EXPENDITURE" ; +label variable TRAN01 "2001 TRANSPORTATION EXPENDITURE" ; +label variable VEHLN01 "2001 VEHICLE LOAN PAYMENT EXPENDITURE" ; +label variable VEHPAY01 "2001 VEHICLE DOWN PAYMENT EXPENDITURE" ; +label variable VEHLS01 "2001 VEHICLE LEASE PAYMENT EXPENDITURE" ; +label variable AUTOIN01 "2001 AUTO INSURANCE EXPENDITURE" ; +label variable VEHADD01 "2001 ADDITIONAL VEHICLE EXPENDITURE" ; +label variable VEHREP01 "2001 VEHICLE REPAIR EXPENDITURE" ; +label variable GAS01 "2001 GASOLINE EXPENDITURE" ; +label variable PARK01 "2001 PARKING EXPENDITURE" ; +label variable BUS01 "2001 BUS/TRAIN EXPENDITURE" ; +label variable CAB01 "2001 TAXICAB EXPENDITURE" ; +label variable OTRAN01 "2001 OTHER TRANSPORTATION EXPENDITURE" ; +label variable ED01 "2001 EDUCATION EXPENDITURE" ; +label variable CHILD01 "2001 CHILDCARE EXPENDITURE" ; +label variable HEALTH01 "2001 HEALTH CARE EXPENDITURE" ; +label variable HOS01 "2001 HOSPITAL/NURSING HOME EXPENDITURE" ; +label variable DOCTOR01 "2001 DOCTOR EXPENDITURE" ; +label variable PRESCR01 "2001 PRESCRIPTIONS/OTHER EXPENDITURE" ; +label variable HINS01 "2001 HEALTH INSURANCE EXPENDITURE" ; diff --git a/42/replication_package/data_replication/psid/raw_data/CON01.txt b/42/replication_package/data_replication/psid/raw_data/CON01.txt new file mode 100644 index 0000000000000000000000000000000000000000..903c246c2d8ab5bd6d249aaeb66b74239f682b04 --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/CON01.txt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5b1490a8196e4d1545e12cfcda54faeb9213b90ed347ddb248b85ee12cb7ab16 +size 2503228 diff --git a/42/replication_package/data_replication/psid/raw_data/CON03.do b/42/replication_package/data_replication/psid/raw_data/CON03.do new file mode 100644 index 0000000000000000000000000000000000000000..327d3037dba7502d3c06ff11ea0d300fa1c01032 --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/CON03.do @@ -0,0 +1,61 @@ + +#delimit ; + +************************************************************************** + Label : 2003 Consumption File + Rows : 7822 + Columns : 35 + ASCII File Date : May 1, 2014 +*************************************************************************; + + +infix + REL03 1 - 1 CON03_ID 2 - 6 FOOD03 7 - 16 + FDHM03 17 - 26 FDOUT03 27 - 36 FDDEL03 37 - 46 + HOUS03 47 - 56 MORT03 57 - 66 RENT03 67 - 76 + PRPTAX03 77 - 86 HMEINS03 87 - 96 UTIL03 97 - 106 + HEAT03 107 - 116 ELECTR03 117 - 126 WATER03 127 - 136 + OUTIL03 137 - 146 TRAN03 147 - 156 VEHLN03 157 - 166 + VEHPAY03 167 - 176 VEHLS03 177 - 186 AUTOIN03 187 - 196 + VEHADD03 197 - 206 VEHREP03 207 - 216 GAS03 217 - 226 + PARK03 227 - 236 BUS03 237 - 246 CAB03 247 - 256 + OTRAN03 257 - 266 ED03 267 - 276 CHILD03 277 - 286 + HEALTH03 287 - 296 HOS03 297 - 306 DOCTOR03 307 - 316 + PRESCR03 317 - 326 HINS03 327 - 336 +using CON03.txt, clear +; +label variable REL03 "2003 CONSUMPTION RELEASE NUMBER" ; +label variable CON03_ID "2003 FAMILY INTERVIEW (ID) NUMBER" ; +label variable FOOD03 "2003 FOOD EXPENDITURE" ; +label variable FDHM03 "2003 FOOD AT HOME EXPENDITURE" ; +label variable FDOUT03 "2003 FOOD AWAY FROM HOME EXPENDITURE" ; +label variable FDDEL03 "2003 FOOD DELIVERED EXPENDITURE" ; +label variable HOUS03 "2003 HOUSING EXPENDITURE" ; +label variable MORT03 "2003 MORTGAGE EXPENDITURE" ; +label variable RENT03 "2003 RENT EXPENDITURE" ; +label variable PRPTAX03 "2003 PROPERTY TAX EXPENDITURE" ; +label variable HMEINS03 "2003 HOME INSURANCE EXPENDITURE" ; +label variable UTIL03 "2003 UTILITY EXPENDITURE" ; +label variable HEAT03 "2003 GAS FOR HOME EXPENDITURE" ; +label variable ELECTR03 "2003 ELECTRICITY EXPENDITURE" ; +label variable WATER03 "2003 WATER/SEWER EXPENDITURE" ; +label variable OUTIL03 "2003 OTHER UTILITY EXPENDITURE" ; +label variable TRAN03 "2003 TRANSPORTATION EXPENDITURE" ; +label variable VEHLN03 "2003 VEHICLE LOAN PAYMENT EXPENDITURE" ; +label variable VEHPAY03 "2003 VEHICLE DOWN PAYMENT EXPENDITURE" ; +label variable VEHLS03 "2003 VEHICLE LEASE PAYMENT EXPENDITURE" ; +label variable AUTOIN03 "2003 AUTO INSURANCE EXPENDITURE" ; +label variable VEHADD03 "2003 ADDITIONAL VEHICLE EXPENDITURE" ; +label variable VEHREP03 "2003 VEHICLE REPAIR EXPENDITURE" ; +label variable GAS03 "2003 GASOLINE EXPENDITURE" ; +label variable PARK03 "2003 PARKING EXPENDITURE" ; +label variable BUS03 "2003 BUS/TRAIN EXPENDITURE" ; +label variable CAB03 "2003 TAXICAB EXPENDITURE" ; +label variable OTRAN03 "2003 OTHER TRANSPORTATION EXPENDITURE" ; +label variable ED03 "2003 EDUCATION EXPENDITURE" ; +label variable CHILD03 "2003 CHILDCARE EXPENDITURE" ; +label variable HEALTH03 "2003 HEALTH CARE EXPENDITURE" ; +label variable HOS03 "2003 HOSPITAL/NURSING HOME EXPENDITURE" ; +label variable DOCTOR03 "2003 DOCTOR EXPENDITURE" ; +label variable PRESCR03 "2003 PRESCRIPTIONS/OTHER EXPENDITURE" ; +label variable HINS03 "2003 HEALTH INSURANCE EXPENDITURE" ; diff --git a/42/replication_package/data_replication/psid/raw_data/CON03.txt b/42/replication_package/data_replication/psid/raw_data/CON03.txt new file mode 100644 index 0000000000000000000000000000000000000000..967dbfd06f06771187d5cee6cd2999e293867bb3 --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/CON03.txt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:662c678567d365cf8f4e6342fabddde374925a16cf6c210112104bfb0f7ae009 +size 2643836 diff --git a/42/replication_package/data_replication/psid/raw_data/CON05.do b/42/replication_package/data_replication/psid/raw_data/CON05.do new file mode 100644 index 0000000000000000000000000000000000000000..05d429abd455209fe30cf61b5315f413a58b1c72 --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/CON05.do @@ -0,0 +1,69 @@ + +#delimit ; + +************************************************************************** + Label : 2005 Consumption File + Rows : 8002 + Columns : 41 + ASCII File Date : May 1, 2014 +*************************************************************************; + + +infix + REL05 1 - 1 CON05_ID 2 - 6 FOOD05 7 - 16 + FDHM05 17 - 26 FDOUT05 27 - 36 FDDEL05 37 - 46 + HOUS05 47 - 56 MORT05 57 - 66 RENT05 67 - 76 + PRPTAX05 77 - 86 HMEINS05 87 - 96 UTIL05 97 - 106 + HEAT05 107 - 116 ELECTR05 117 - 126 WATER05 127 - 136 + OUTIL05 137 - 146 TELINT05 147 - 156 TRAN05 157 - 166 + VEHLN05 167 - 176 VEHPAY05 177 - 186 VEHLS05 187 - 196 + AUTOIN05 197 - 206 VEHADD05 207 - 216 VEHREP05 217 - 226 + GAS05 227 - 236 PARK05 237 - 246 BUS05 247 - 256 + CAB05 257 - 266 OTRAN05 267 - 276 ED05 277 - 286 + CHILD05 287 - 296 HEALTH05 297 - 306 HOS05 307 - 316 + DOCTOR05 317 - 326 PRESCR05 327 - 336 HINS05 337 - 346 + HHREP05 347 - 356 FURN05 357 - 366 CLOTH05 367 - 376 + TRIPS05 377 - 386 OTHREC05 387 - 396 +using CON05.txt, clear +; +label variable REL05 "2005 CONSUMPTION RELEASE NUMBER" ; +label variable CON05_ID "2005 FAMILY INTERVIEW (ID) NUMBER" ; +label variable FOOD05 "2005 FOOD EXPENDITURE" ; +label variable FDHM05 "2005 FOOD AT HOME EXPENDITURE" ; +label variable FDOUT05 "2005 FOOD AWAY FROM HOME EXPENDITURE" ; +label variable FDDEL05 "2005 FOOD DELIVERED EXPENDITURE" ; +label variable HOUS05 "2005 HOUSING EXPENDITURE" ; +label variable MORT05 "2005 MORTGAGE EXPENDITURE" ; +label variable RENT05 "2005 RENT EXPENDITURE" ; +label variable PRPTAX05 "2005 PROPERTY TAX EXPENDITURE" ; +label variable HMEINS05 "2005 HOME INSURANCE EXPENDITURE" ; +label variable UTIL05 "2005 UTILITY EXPENDITURE" ; +label variable HEAT05 "2005 GAS FOR HOME EXPENDITURE" ; +label variable ELECTR05 "2005 ELECTRICITY EXPENDITURE" ; +label variable WATER05 "2005 WATER/SEWER EXPENDITURE" ; +label variable OUTIL05 "2005 OTHER UTILITY EXPENDITURE" ; +label variable TELINT05 "2005 TELEPHONE/INTERNET EXPENDITURE" ; +label variable TRAN05 "2005 TRANSPORTATION EXPENDITURE" ; +label variable VEHLN05 "2005 VEHICLE LOAN PAYMENT EXPENDITURE" ; +label variable VEHPAY05 "2005 VEHICLE DOWN PAYMENT EXPENDITURE" ; +label variable VEHLS05 "2005 VEHICLE LEASE PAYMENT EXPENDITURE" ; +label variable AUTOIN05 "2005 AUTO INSURANCE EXPENDITURE" ; +label variable VEHADD05 "2005 ADDITIONAL VEHICLE EXPENDITURE" ; +label variable VEHREP05 "2005 VEHICLE REPAIR EXPENDITURE" ; +label variable GAS05 "2005 GASOLINE EXPENDITURE" ; +label variable PARK05 "2005 PARKING EXPENDITURE" ; +label variable BUS05 "2005 BUS/TRAIN EXPENDITURE" ; +label variable CAB05 "2005 TAXICAB EXPENDITURE" ; +label variable OTRAN05 "2005 OTHER TRANSPORTATION EXPENDITURE" ; +label variable ED05 "2005 EDUCATION EXPENDITURE" ; +label variable CHILD05 "2005 CHILDCARE EXPENDITURE" ; +label variable HEALTH05 "2005 HEALTH CARE EXPENDITURE" ; +label variable HOS05 "2005 HOSPITAL/NURSING HOME EXPENDITURE" ; +label variable DOCTOR05 "2005 DOCTOR EXPENDITURE" ; +label variable PRESCR05 "2005 PRESCRIPTIONS/OTHER EXPENDITURE" ; +label variable HINS05 "2005 HEALTH INSURANCE EXPENDITURE" ; +label variable HHREP05 "2005 HOUSEHOLD REPAIRS EXPENDITURE" ; +label variable FURN05 "2005 HOUSEHOLD FURNISHING EXPENDITURE" ; +label variable CLOTH05 "2005 CLOTHING EXPENDITURE" ; +label variable TRIPS05 "2005 TRIPS EXPENDITURE" ; +label variable OTHREC05 "2005 OTHER RECREATION EXPENDITURE" ; diff --git a/42/replication_package/data_replication/psid/raw_data/CON05.txt b/42/replication_package/data_replication/psid/raw_data/CON05.txt new file mode 100644 index 0000000000000000000000000000000000000000..b8c40715470e34632880755fdb56a7d1a604c480 --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/CON05.txt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:5e7b8355af6459f7928c868460a95d90b0af329f05790e438769a72e3b737fd9 +size 3184796 diff --git a/42/replication_package/data_replication/psid/raw_data/CON07.do b/42/replication_package/data_replication/psid/raw_data/CON07.do new file mode 100644 index 0000000000000000000000000000000000000000..266b5cc0ade76bba3939a2d3a740245d0bd3c9ac --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/CON07.do @@ -0,0 +1,69 @@ + +#delimit ; + +************************************************************************** + Label : 2007 Consumption File + Rows : 8289 + Columns : 41 + ASCII File Date : May 1, 2014 +*************************************************************************; + + +infix + REL07 1 - 1 CON07_ID 2 - 6 FOOD07 7 - 16 + FDHM07 17 - 26 FDOUT07 27 - 36 FDDEL07 37 - 46 + HOUS07 47 - 56 MORT07 57 - 66 RENT07 67 - 76 + PRPTAX07 77 - 86 HMEINS07 87 - 96 UTIL07 97 - 106 + HEAT07 107 - 116 ELECTR07 117 - 126 WATER07 127 - 136 + OUTIL07 137 - 146 TELINT07 147 - 156 TRAN07 157 - 166 + VEHLN07 167 - 176 VEHPAY07 177 - 186 VEHLS07 187 - 196 + AUTOIN07 197 - 206 VEHADD07 207 - 216 VEHREP07 217 - 226 + GAS07 227 - 236 PARK07 237 - 246 BUS07 247 - 256 + CAB07 257 - 266 OTRAN07 267 - 276 ED07 277 - 286 + CHILD07 287 - 296 HEALTH07 297 - 306 HOS07 307 - 316 + DOCTOR07 317 - 326 PRESCR07 327 - 336 HINS07 337 - 346 + HHREP07 347 - 356 FURN07 357 - 366 CLOTH07 367 - 376 + TRIPS07 377 - 386 OTHREC07 387 - 396 +using CON07.txt, clear +; +label variable REL07 "2007 CONSUMPTION RELEASE NUMBER" ; +label variable CON07_ID "2007 FAMILY INTERVIEW (ID) NUMBER" ; +label variable FOOD07 "2007 FOOD EXPENDITURE" ; +label variable FDHM07 "2007 FOOD AT HOME EXPENDITURE" ; +label variable FDOUT07 "2007 FOOD AWAY FROM HOME EXPENDITURE" ; +label variable FDDEL07 "2007 FOOD DELIVERED EXPENDITURE" ; +label variable HOUS07 "2007 HOUSING EXPENDITURE" ; +label variable MORT07 "2007 MORTGAGE EXPENDITURE" ; +label variable RENT07 "2007 RENT EXPENDITURE" ; +label variable PRPTAX07 "2007 PROPERTY TAX EXPENDITURE" ; +label variable HMEINS07 "2007 HOME INSURANCE EXPENDITURE" ; +label variable UTIL07 "2007 UTILITY EXPENDITURE" ; +label variable HEAT07 "2007 GAS FOR HOME EXPENDITURE" ; +label variable ELECTR07 "2007 ELECTRICITY EXPENDITURE" ; +label variable WATER07 "2007 WATER/SEWER EXPENDITURE" ; +label variable OUTIL07 "2007 OTHER UTILITY EXPENDITURE" ; +label variable TELINT07 "2007 TELEPHONE/INTERNET EXPENDITURE" ; +label variable TRAN07 "2007 TRANSPORTATION EXPENDITURE" ; +label variable VEHLN07 "2007 VEHICLE LOAN PAYMENT EXPENDITURE" ; +label variable VEHPAY07 "2007 VEHICLE DOWN PAYMENT EXPENDITURE" ; +label variable VEHLS07 "2007 VEHICLE LEASE PAYMENT EXPENDITURE" ; +label variable AUTOIN07 "2007 AUTO INSURANCE EXPENDITURE" ; +label variable VEHADD07 "2007 ADDITIONAL VEHICLE EXPENDITURE" ; +label variable VEHREP07 "2007 VEHICLE REPAIR EXPENDITURE" ; +label variable GAS07 "2007 GASOLINE EXPENDITURE" ; +label variable PARK07 "2007 PARKING EXPENDITURE" ; +label variable BUS07 "2007 BUS/TRAIN EXPENDITURE" ; +label variable CAB07 "2007 TAXICAB EXPENDITURE" ; +label variable OTRAN07 "2007 OTHER TRANSPORTATION EXPENDITURE" ; +label variable ED07 "2007 EDUCATION EXPENDITURE" ; +label variable CHILD07 "2007 CHILDCARE EXPENDITURE" ; +label variable HEALTH07 "2007 HEALTH CARE EXPENDITURE" ; +label variable HOS07 "2007 HOSPITAL/NURSING HOME EXPENDITURE" ; +label variable DOCTOR07 "2007 DOCTOR EXPENDITURE" ; +label variable PRESCR07 "2007 PRESCRIPTIONS/OTHER EXPENDITURE" ; +label variable HINS07 "2007 HEALTH INSURANCE EXPENDITURE" ; +label variable HHREP07 "2007 HOUSEHOLD REPAIRS EXPENDITURE" ; +label variable FURN07 "2007 HOUSEHOLD FURNISHING EXPENDITURE" ; +label variable CLOTH07 "2007 CLOTHING EXPENDITURE" ; +label variable TRIPS07 "2007 TRIPS EXPENDITURE" ; +label variable OTHREC07 "2007 OTHER RECREATION EXPENDITURE" ; diff --git a/42/replication_package/data_replication/psid/raw_data/CON07.txt b/42/replication_package/data_replication/psid/raw_data/CON07.txt new file mode 100644 index 0000000000000000000000000000000000000000..33ebca799a2448eacee3928c632c3840c80d7c78 --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/CON07.txt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:d1b9c71e4a8fd0b76ae6f84d39d0a5c9e582bc5e5bd1721b72d28b7f23c38fcc +size 3299022 diff --git a/42/replication_package/data_replication/psid/raw_data/CON09.do b/42/replication_package/data_replication/psid/raw_data/CON09.do new file mode 100644 index 0000000000000000000000000000000000000000..6930d9e8b978b6de4881e7dd1447e07eeaa37baa --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/CON09.do @@ -0,0 +1,69 @@ + +#delimit ; + +************************************************************************** + Label : 2009 Consumption File + Rows : 8690 + Columns : 41 + ASCII File Date : May 1, 2014 +*************************************************************************; + + +infix + REL09 1 - 1 CON09_ID 2 - 6 FOOD09 7 - 16 + FDHM09 17 - 26 FDOUT09 27 - 36 FDDEL09 37 - 46 + HOUS09 47 - 56 MORT09 57 - 66 RENT09 67 - 76 + PRPTAX09 77 - 86 HMEINS09 87 - 96 UTIL09 97 - 106 + HEAT09 107 - 116 ELECTR09 117 - 126 WATER09 127 - 136 + OUTIL09 137 - 146 TELINT09 147 - 156 TRAN09 157 - 166 + VEHLN09 167 - 176 VEHPAY09 177 - 186 VEHLS09 187 - 196 + AUTOIN09 197 - 206 VEHADD09 207 - 216 VEHREP09 217 - 226 + GAS09 227 - 236 PARK09 237 - 246 BUS09 247 - 256 + CAB09 257 - 266 OTRAN09 267 - 276 ED09 277 - 286 + CHILD09 287 - 296 HEALTH09 297 - 306 HOS09 307 - 316 + DOCTOR09 317 - 326 PRESCR09 327 - 336 HINS09 337 - 346 + HHREP09 347 - 356 FURN09 357 - 366 CLOTH09 367 - 376 + TRIPS09 377 - 386 OTHREC09 387 - 396 +using CON09.txt, clear +; +label variable REL09 "2009 CONSUMPTION RELEASE NUMBER" ; +label variable CON09_ID "2009 FAMILY INTERVIEW (ID) NUMBER" ; +label variable FOOD09 "2009 FOOD EXPENDITURE" ; +label variable FDHM09 "2009 FOOD AT HOME EXPENDITURE" ; +label variable FDOUT09 "2009 FOOD AWAY FROM HOME EXPENDITURE" ; +label variable FDDEL09 "2009 FOOD DELIVERED EXPENDITURE" ; +label variable HOUS09 "2009 HOUSING EXPENDITURE" ; +label variable MORT09 "2009 MORTGAGE EXPENDITURE" ; +label variable RENT09 "2009 RENT EXPENDITURE" ; +label variable PRPTAX09 "2009 PROPERTY TAX EXPENDITURE" ; +label variable HMEINS09 "2009 HOME INSURANCE EXPENDITURE" ; +label variable UTIL09 "2009 UTILITY EXPENDITURE" ; +label variable HEAT09 "2009 GAS FOR HOME EXPENDITURE" ; +label variable ELECTR09 "2009 ELECTRICITY EXPENDITURE" ; +label variable WATER09 "2009 WATER/SEWER EXPENDITURE" ; +label variable OUTIL09 "2009 OTHER UTILITY EXPENDITURE" ; +label variable TELINT09 "2009 TELEPHONE/INTERNET EXPENDITURE" ; +label variable TRAN09 "2009 TRANSPORTATION EXPENDITURE" ; +label variable VEHLN09 "2009 VEHICLE LOAN PAYMENT EXPENDITURE" ; +label variable VEHPAY09 "2009 VEHICLE DOWN PAYMENT EXPENDITURE" ; +label variable VEHLS09 "2009 VEHICLE LEASE PAYMENT EXPENDITURE" ; +label variable AUTOIN09 "2009 AUTO INSURANCE EXPENDITURE" ; +label variable VEHADD09 "2009 ADDITIONAL VEHICLE EXPENDITURE" ; +label variable VEHREP09 "2009 VEHICLE REPAIR EXPENDITURE" ; +label variable GAS09 "2009 GASOLINE EXPENDITURE" ; +label variable PARK09 "2009 PARKING EXPENDITURE" ; +label variable BUS09 "2009 BUS/TRAIN EXPENDITURE" ; +label variable CAB09 "2009 TAXICAB EXPENDITURE" ; +label variable OTRAN09 "2009 OTHER TRANSPORTATION EXPENDITURE" ; +label variable ED09 "2009 EDUCATION EXPENDITURE" ; +label variable CHILD09 "2009 CHILDCARE EXPENDITURE" ; +label variable HEALTH09 "2009 HEALTH CARE EXPENDITURE" ; +label variable HOS09 "2009 HOSPITAL/NURSING HOME EXPENDITURE" ; +label variable DOCTOR09 "2009 DOCTOR EXPENDITURE" ; +label variable PRESCR09 "2009 PRESCRIPTIONS/OTHER EXPENDITURE" ; +label variable HINS09 "2009 HEALTH INSURANCE EXPENDITURE" ; +label variable HHREP09 "2009 HOUSEHOLD REPAIRS EXPENDITURE" ; +label variable FURN09 "2009 HOUSEHOLD FURNISHING EXPENDITURE" ; +label variable CLOTH09 "2009 CLOTHING EXPENDITURE" ; +label variable TRIPS09 "2009 TRIPS EXPENDITURE" ; +label variable OTHREC09 "2009 OTHER RECREATION EXPENDITURE" ; diff --git a/42/replication_package/data_replication/psid/raw_data/CON09.txt b/42/replication_package/data_replication/psid/raw_data/CON09.txt new file mode 100644 index 0000000000000000000000000000000000000000..55282e986dda3ae289baf397e52936739c0f6d19 --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/CON09.txt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:4e2962d44bb3dd1b5b2c398a4a72ae4d00b05e8f5f71bacf1337bc1bd29060a3 +size 3458620 diff --git a/42/replication_package/data_replication/psid/raw_data/CON11.do b/42/replication_package/data_replication/psid/raw_data/CON11.do new file mode 100644 index 0000000000000000000000000000000000000000..a74ece854bb19a8b3a6aabedea6e22f6f86d6dda --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/CON11.do @@ -0,0 +1,69 @@ + +#delimit ; + +************************************************************************** + Label : 2011 Consumption File + Rows : 8907 + Columns : 41 + ASCII File Date : May 1, 2014 +*************************************************************************; + + +infix + REL11 1 - 1 CON11_ID 2 - 6 FOOD11 7 - 16 + FDHM11 17 - 26 FDOUT11 27 - 36 FDDEL11 37 - 46 + HOUS11 47 - 56 MORT11 57 - 66 RENT11 67 - 76 + PRPTAX11 77 - 86 HMEINS11 87 - 96 UTIL11 97 - 106 + HEAT11 107 - 116 ELECTR11 117 - 126 WATER11 127 - 136 + OUTIL11 137 - 146 TELINT11 147 - 156 TRAN11 157 - 166 + VEHLN11 167 - 176 VEHPAY11 177 - 186 VEHLS11 187 - 196 + AUTOIN11 197 - 206 VEHADD11 207 - 216 VEHREP11 217 - 226 + GAS11 227 - 236 PARK11 237 - 246 BUS11 247 - 256 + CAB11 257 - 266 OTRAN11 267 - 276 ED11 277 - 286 + CHILD11 287 - 296 HEALTH11 297 - 306 HOS11 307 - 316 + DOCTOR11 317 - 326 PRESCR11 327 - 336 HINS11 337 - 346 + HHREP11 347 - 356 FURN11 357 - 366 CLOTH11 367 - 376 + TRIPS11 377 - 386 OTHREC11 387 - 396 +using CON11.txt, clear +; +label variable REL11 "2011 CONSUMPTION RELEASE NUMBER" ; +label variable CON11_ID "2011 FAMILY INTERVIEW (ID) NUMBER" ; +label variable FOOD11 "2011 FOOD EXPENDITURE" ; +label variable FDHM11 "2011 FOOD AT HOME EXPENDITURE" ; +label variable FDOUT11 "2011 FOOD AWAY FROM HOME EXPENDITURE" ; +label variable FDDEL11 "2011 FOOD DELIVERED EXPENDITURE" ; +label variable HOUS11 "2011 HOUSING EXPENDITURE" ; +label variable MORT11 "2011 MORTGAGE EXPENDITURE" ; +label variable RENT11 "2011 RENT EXPENDITURE" ; +label variable PRPTAX11 "2011 PROPERTY TAX EXPENDITURE" ; +label variable HMEINS11 "2011 HOME INSURANCE EXPENDITURE" ; +label variable UTIL11 "2011 UTILITY EXPENDITURE" ; +label variable HEAT11 "2011 GAS FOR HOME EXPENDITURE" ; +label variable ELECTR11 "2011 ELECTRICITY EXPENDITURE" ; +label variable WATER11 "2011 WATER/SEWER EXPENDITURE" ; +label variable OUTIL11 "2011 OTHER UTILITY EXPENDITURE" ; +label variable TELINT11 "2011 TELEPHONE/INTERNET EXPENDITURE" ; +label variable TRAN11 "2011 TRANSPORTATION EXPENDITURE" ; +label variable VEHLN11 "2011 VEHICLE LOAN PAYMENT EXPENDITURE" ; +label variable VEHPAY11 "2011 VEHICLE DOWN PAYMENT EXPENDITURE" ; +label variable VEHLS11 "2011 VEHICLE LEASE PAYMENT EXPENDITURE" ; +label variable AUTOIN11 "2011 AUTO INSURANCE EXPENDITURE" ; +label variable VEHADD11 "2011 ADDITIONAL VEHICLE EXPENDITURE" ; +label variable VEHREP11 "2011 VEHICLE REPAIR EXPENDITURE" ; +label variable GAS11 "2011 GASOLINE EXPENDITURE" ; +label variable PARK11 "2011 PARKING EXPENDITURE" ; +label variable BUS11 "2011 BUS/TRAIN EXPENDITURE" ; +label variable CAB11 "2011 TAXICAB EXPENDITURE" ; +label variable OTRAN11 "2011 OTHER TRANSPORTATION EXPENDITURE" ; +label variable ED11 "2011 EDUCATION EXPENDITURE" ; +label variable CHILD11 "2011 CHILDCARE EXPENDITURE" ; +label variable HEALTH11 "2011 HEALTH CARE EXPENDITURE" ; +label variable HOS11 "2011 HOSPITAL/NURSING HOME EXPENDITURE" ; +label variable DOCTOR11 "2011 DOCTOR EXPENDITURE" ; +label variable PRESCR11 "2011 PRESCRIPTIONS/OTHER EXPENDITURE" ; +label variable HINS11 "2011 HEALTH INSURANCE EXPENDITURE" ; +label variable HHREP11 "2011 HOUSEHOLD REPAIRS EXPENDITURE" ; +label variable FURN11 "2011 HOUSEHOLD FURNISHING EXPENDITURE" ; +label variable CLOTH11 "2011 CLOTHING EXPENDITURE" ; +label variable TRIPS11 "2011 TRIPS EXPENDITURE" ; +label variable OTHREC11 "2011 OTHER RECREATION EXPENDITURE" ; diff --git a/42/replication_package/data_replication/psid/raw_data/CON11.txt b/42/replication_package/data_replication/psid/raw_data/CON11.txt new file mode 100644 index 0000000000000000000000000000000000000000..1ac23032128b5c9c1b0bcf135d3d2143108199b5 --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/CON11.txt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:838a53f160778f31bd2ddd8ee3f14dc9ee0936127bfdc3b0f66130f34d5f0b46 +size 3544986 diff --git a/42/replication_package/data_replication/psid/raw_data/CON99.do b/42/replication_package/data_replication/psid/raw_data/CON99.do new file mode 100644 index 0000000000000000000000000000000000000000..8722a9116df3bb880d31287af3f47c7bea607cb2 --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/CON99.do @@ -0,0 +1,61 @@ + +#delimit ; + +************************************************************************** + Label : Consumption 1999 + Rows : 6997 + Columns : 35 + ASCII File Date : May 1, 2014 +*************************************************************************; + + +infix + REL99 1 - 1 CON99_ID 2 - 6 FOOD99 7 - 16 + FDHM99 17 - 26 FDOUT99 27 - 36 FDDEL99 37 - 46 + HOUS99 47 - 56 MORT99 57 - 66 RENT99 67 - 76 + PRPTAX99 77 - 86 HMEINS99 87 - 96 UTIL99 97 - 106 + HEAT99 107 - 116 ELECTR99 117 - 126 WATER99 127 - 136 + OUTIL99 137 - 146 TRAN99 147 - 156 VEHLN99 157 - 166 + VEHPAY99 167 - 176 VEHLS99 177 - 186 AUTOIN99 187 - 196 + VEHADD99 197 - 206 VEHREP99 207 - 216 GAS99 217 - 226 + PARK99 227 - 236 BUS99 237 - 246 CAB99 247 - 256 + OTRAN99 257 - 266 ED99 267 - 276 CHILD99 277 - 286 + HEALTH99 287 - 296 HOS99 297 - 306 DOCTOR99 307 - 316 + PRESCR99 317 - 326 HINS99 327 - 336 +using CON99.txt, clear +; +label variable REL99 "1999 CONSUMPTION RELEASE NUMBER" ; +label variable CON99_ID "1999 FAMILY INTERVIEW (ID) NUMBER" ; +label variable FOOD99 "1999 FOOD EXPENDITURE" ; +label variable FDHM99 "1999 FOOD AT HOME EXPENDITURE" ; +label variable FDOUT99 "1999 FOOD AWAY FROM HOME EXPENDITURE" ; +label variable FDDEL99 "1999 FOOD DELIVERED EXPENDITURE" ; +label variable HOUS99 "1999 HOUSING EXPENDITURE" ; +label variable MORT99 "1999 MORTGAGE EXPENDITURE" ; +label variable RENT99 "1999 RENT EXPENDITURE" ; +label variable PRPTAX99 "1999 PROPERTY TAX EXPENDITURE" ; +label variable HMEINS99 "1999 HOME INSURANCE EXPENDITURE" ; +label variable UTIL99 "1999 UTILITY EXPENDITURE" ; +label variable HEAT99 "1999 GAS FOR HOME EXPENDITURE" ; +label variable ELECTR99 "1999 ELECTRICITY EXPENDITURE" ; +label variable WATER99 "1999 WATER/SEWER EXPENDITURE" ; +label variable OUTIL99 "1999 OTHER UTILITY EXPENDITURE" ; +label variable TRAN99 "1999 TRANSPORTATION EXPENDITURE" ; +label variable VEHLN99 "1999 VEHICLE LOAN PAYMENT EXPENDITURE" ; +label variable VEHPAY99 "1999 VEHICLE DOWN PAYMENT EXPENDITURE" ; +label variable VEHLS99 "1999 VEHICLE LEASE PAYMENT EXPENDITURE" ; +label variable AUTOIN99 "1999 AUTO INSURANCE EXPENDITURE" ; +label variable VEHADD99 "1999 ADDITIONAL VEHICLE EXPENDITURE" ; +label variable VEHREP99 "1999 VEHICLE REPAIR EXPENDITURE" ; +label variable GAS99 "1999 GASOLINE EXPENDITURE" ; +label variable PARK99 "1999 PARKING EXPENDITURE" ; +label variable BUS99 "1999 BUS/TRAIN EXPENDITURE" ; +label variable CAB99 "1999 TAXICAB EXPENDITURE" ; +label variable OTRAN99 "1999 OTHER TRANSPORTATION EXPENDITURE" ; +label variable ED99 "1999 EDUCATION EXPENDITURE" ; +label variable CHILD99 "1999 CHILDCARE EXPENDITURE" ; +label variable HEALTH99 "1999 HEALTH CARE EXPENDITURE" ; +label variable HOS99 "1999 HOSPITAL/NURSING HOME EXPENDITURE" ; +label variable DOCTOR99 "1999 DOCTOR EXPENDITURE" ; +label variable PRESCR99 "1999 PRESCRIPTIONS/OTHER EXPENDITURE" ; +label variable HINS99 "1999 HEALTH INSURANCE EXPENDITURE" ; diff --git a/42/replication_package/data_replication/psid/raw_data/CON99.txt b/42/replication_package/data_replication/psid/raw_data/CON99.txt new file mode 100644 index 0000000000000000000000000000000000000000..a1b35e198aad0cece8b291c95fdb9e509fc07eb7 --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/CON99.txt @@ -0,0 +1,3 @@ +version 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6445 ER16341 6446 - 6447 + ER16342 6448 - 6449 ER16343 6450 - 6451 ER16344 6452 - 6453 + ER16345 6454 - 6455 ER16346 6456 - 6456 ER16347 6457 - 6457 + ER16348 6458 - 6459 ER16349 6460 - 6461 ER16350 6462 - 6463 + ER16351 6464 - 6465 ER16352 6466 - 6467 ER16353 6468 - 6469 + ER16354 6470 - 6470 ER16355 6471 - 6471 ER16356 6472 - 6473 + ER16357 6474 - 6475 ER16358 6476 - 6477 ER16359 6478 - 6479 + ER16360 6480 - 6481 ER16361 6482 - 6483 ER16362 6484 - 6484 + ER16363 6485 - 6485 ER16364 6486 - 6487 ER16365 6488 - 6489 + ER16366 6490 - 6491 ER16367 6492 - 6493 ER16368 6494 - 6495 + ER16369 6496 - 6497 ER16370 6498 - 6498 ER16371 6499 - 6499 + ER16372 6500 - 6501 ER16373 6502 - 6503 ER16374 6504 - 6505 + ER16375 6506 - 6507 ER16376 6508 - 6509 ER16377 6510 - 6511 + ER16378 6512 - 6512 ER16379 6513 - 6513 ER16380 6514 - 6515 + ER16381 6516 - 6517 ER16382 6518 - 6519 ER16383 6520 - 6521 + ER16384 6522 - 6523 ER16385 6524 - 6525 ER16386 6526 - 6526 + ER16387 6527 - 6527 ER16388 6528 - 6529 ER16389 6530 - 6531 + ER16390 6532 - 6533 ER16391 6534 - 6535 ER16392 6536 - 6537 + ER16393 6538 - 6539 ER16394 6540 - 6540 ER16395 6541 - 6541 + ER16396 6542 - 6542 ER16397 6543 - 6543 ER16398 6544 - 6544 + ER16399 6545 - 6545 ER16400 6546 - 6546 ER16401 6547 - 6547 + ER16402 6548 - 6548 ER16403 6549 - 6549 ER16404 6550 - 6550 + ER16405 6551 - 6551 ER16406 6552 - 6552 ER16407 6553 - 6553 + ER16408 6554 - 6554 ER16409 6555 - 6555 ER16410 6556 - 6556 + ER16411 6557 - 6557 ER16412 6558 - 6558 ER16413 6559 - 6559 + ER16414 6560 - 6560 ER16415 6561 - 6561 ER16416 6562 - 6562 + ER16417 6563 - 6563 ER16418 6564 - 6564 ER16419 6565 - 6565 + ER16420 6566 - 6566 ER16421 6567 - 6567 ER16422 6568 - 6569 + ER16423 6570 - 6570 ER16424 6571 - 6571 ER16425 6572 - 6572 + ER16426 6573 - 6577 ER16427 6578 - 6582 ER16428 6583 - 6587 + ER16429 6588 - 6592 ER16430 6593 - 6593 ER16431 6594 - 6595 + ER16431A 6596 - 6596 ER16431B 6597 - 6597 ER16431C 6598 - 6599 + ER16432 6600 - 6600 ER16433 6601 - 6601 ER16434 6602 - 6605 + ER16435 6606 - 6609 ER16436 6610 - 6610 ER16437 6611 - 6612 + ER16438 6613 - 6616 ER16439 6617 - 6617 ER16440 6618 - 6619 + ER16441 6620 - 6623 ER16442 6624 - 6624 ER16443 6625 - 6626 + ER16444 6627 - 6630 ER16445 6631 - 6631 ER16446 6632 - 6633 + ER16447 6634 - 6638 ER16448 6639 - 6645 ER16449 6646 - 6646 + ER16450 6647 - 6653 ER16451 6654 - 6654 ER16452 6655 - 6661 + ER16453 6662 - 6662 ER16454 6663 - 6669 ER16455 6670 - 6670 + ER16456 6671 - 6677 ER16457 6678 - 6678 ER16458 6679 - 6685 + ER16459 6686 - 6686 ER16460 6687 - 6693 ER16461 6694 - 6694 + ER16462 6695 - 6701 ER16463 6702 - 6708 ER16464 6709 - 6709 + ER16465 6710 - 6716 ER16466 6717 - 6717 ER16467 6718 - 6721 + ER16468 6722 - 6724 ER16469 6725 - 6728 ER16470 6729 - 6732 + ER16471 6733 - 6736 ER16472 6737 - 6740 ER16473 6741 - 6744 + ER16474 6745 - 6748 ER16475 6749 - 6752 ER16476 6753 - 6756 + ER16477 6757 - 6760 ER16478 6761 - 6764 ER16479 6765 - 6767 + ER16480 6768 - 6771 ER16481 6772 - 6775 ER16482 6776 - 6779 + ER16483 6780 - 6783 ER16484 6784 - 6787 ER16485 6788 - 6791 + ER16486 6792 - 6795 ER16487 6796 - 6799 ER16488 6800 - 6803 + ER16489 6804 - 6804 ER16490 6805 - 6810 ER16491 6811 - 6817 + ER16492 6818 - 6818 ER16493 6819 - 6825 ER16494 6826 - 6826 + ER16495 6827 - 6832 ER16496 6833 - 6833 ER16497 6834 - 6839 + ER16498 6840 - 6840 ER16499 6841 - 6846 ER16500 6847 - 6847 + ER16501 6848 - 6853 ER16502 6854 - 6854 ER16503 6855 - 6861 + ER16504 6862 - 6862 ER16505 6863 - 6869 ER16506 6870 - 6870 + ER16507 6871 - 6876 ER16508 6877 - 6877 ER16509 6878 - 6883 + ER16510 6884 - 6884 ER16511 6885 - 6890 ER16512 6891 - 6897 + ER16513 6898 - 6898 ER16514 6899 - 6905 ER16515 6906 - 6912 + ER16516 6913 - 6914 ER16517 6915 - 6916 ER16517A 6917 - 6917 + ER16517B 6918 - 6918 ER16517C 6919 - 6919 ER16517D 6920 - 6920 + ER16517E 6921 - 6921 ER16517F 6922 - 6922 ER16517G 6923 - 6923 + ER16517H 6924 - 6924 ER16518 6925 - 6931 ER16519 6932 - 6937 +using FAM1999ER.txt, clear +; +label variable ER13001 "RELEASE NUMBER" ; +label variable ER13002 "1999 FAMILY INTERVIEW (ID) NUMBER" ; +label variable ER13003 "INTERVIEWER ID" ; +label variable ER13004 "PSID STATE OF RESIDENCE CODE" ; +label variable ER13005 "CURRENT STATE" ; +label variable ER13005B "LENGTH OF IW IN MINUTES" ; +label variable ER13005C "MODE OF INTERVIEW" ; +label variable ER13005D "# CALLS FOR IW" ; +label variable ER13006 "MONTH CURRENT IW" ; +label variable ER13007 "DAY CURRENT IW" ; +label variable ER13008 "YEAR CURRENT IW" ; +label variable ER13008A "FAMILY COMPOSITION CHANGE" ; +label variable ER13009 "# IN FU" ; +label variable ER13010 "AGE OF HEAD" ; +label variable ER13011 "SEX OF HEAD" ; +label variable ER13012 "AGE OF WIFE" ; +label variable ER13013 "# CHILDREN IN FU" ; +label variable ER13014 "AGE YOUNGEST CHILD" ; +label variable ER13015 "# NONFU SHARING HU" ; +label variable ER13016 "WHO WAS RESPONDENT" ; +label variable ER13017 "TYPE INSTITUTION" ; +label variable ER13018 "LANGUAGE OF INTERVIEW" ; +label variable ER13019 "1968 FAMILY IDENTIFIER" ; +label variable ER13020 "WTR REINSTATED DROPPED FAMILY" ; +label variable ER13021 "HEAD MARITAL STATUS" ; +label variable ER13022 "A4 TYPE DU" ; +label variable ER13023 "A6 LIVE IN ELDERLY HSNG" ; +label variable ER13024 "A7 TYPE ELDERLY HSNG" ; +label variable ER13025 "A8 PROVIDE MED/INJECTION" ; +label variable ER13026 "A9 PROVIDE MEALS" ; +label variable ER13027 "A10 PROVIDE CLEANING" ; +label variable ER13028 "A11 PROVIDE OTR SERVICES" ; +label variable ER13029 "A12 XTRA SERVS MENTION 1" ; +label variable ER13030 "A12 XTRA SERVS MENTION 2" ; +label variable ER13031 "A12 XTRA SERVS MENTION 3" ; +label variable ER13032 "A12 XTRA SERVS MENTION 4" ; +label variable ER13033 "A14 SERVICES INCLUDED" ; +label variable ER13034 "TYPE HEATING 1ST MENTION" ; +label variable ER13035 "TYPE HEATING 2ND MENTION" ; +label variable ER13036 "TYPE HEATING 3RD MENTION" ; +label variable ER13037 "A16 ACTUAL # ROOMS" ; +label variable ER13038 "A17 RECD GOVT HTG SUBSDY" ; +label variable ER13039 "A18 AMT GOVT HTG SUBSDY" ; +label variable ER13040 "A19 OWN/RENT OR WHAT" ; +label variable ER13041 "A20 HOUSE VALUE" ; +label variable ER13042 "A21 ANNUAL PROPERTY TAX" ; +label variable ER13043 "A22 ANNUAL OWNR INSURANC" ; +label variable ER13044 "A23 HAVE MORTGAGE?" ; +label variable ER13045 "A23A TYPE MORTGAGE MOR 1" ; +label variable ER13046 "A23C WTR ORIGINAL LOAN/REFINANCED #1" ; +label variable ER13047 "A24 REM PRINCIPAL MOR 1" ; +label variable ER13048 "A25 MNTHLY PMTS MOR 1" ; +label variable ER13049 "A25A CURR INTEREST RATE WHOLE PERCENT #1" ; +label variable ER13050 "A25A CURR INT RATE DECIMAL FRACTION #1" ; +label variable ER13051 "A26 YEAR OBTAINED LOAN #1" ; +label variable ER13052 "A27 YRS TO PAY MOR 1" ; +label variable ER13053 "A28 2ND MORTGAGE" ; +label variable ER13054 "A23A TYPE MORTGAGE MOR 2" ; +label variable ER13055 "A23C WTR ORIGINAL LOAN/REFINANCED #2" ; +label variable ER13056 "A24 REM PRINCIPAL MOR 2" ; +label variable ER13057 "A25 MNTHLY PMTS MOR 2" ; +label variable ER13058 "A25A CURR INTEREST RATE WHOLE PERCENT #1" ; +label variable ER13059 "A25A CURR INT RATE DECIMAL FRACTION #2" ; +label variable ER13060 "A26 YEAR OBTAINED LOAN #2" ; +label variable ER13061 "A27 YRS TO PAY MOR 2" ; +label variable ER13062 "A28 3RD MORTGAGE" ; +label variable ER13063 "A29 MTG INCL PROP TAXES" ; +label variable ER13064 "A30 MTG INCL INS PREM" ; +label variable ER13065 "A31 DOLLARS RENT" ; +label variable ER13066 "A31 DOLLLARS PER WHAT" ; +label variable ER13067 "A32 FURNISHED APT/HOUSE" ; +label variable ER13068 "A33 RENT INCL HEAT" ; +label variable ER13069 "A34 IN PUBLIC OWND PROJ?" ; +label variable ER13070 "A35 GOVT PAY PART RENT?" ; +label variable ER13071 "A37 DOLLARS RENT IF RENT" ; +label variable ER13072 "A37 DOLLARS PER WHAT" ; +label variable ER13073 "A38 IN PUBLIC OWND PROJ?" ; +label variable ER13074 "A39 GOVT PAY ALL RENT?" ; +label variable ER13075 "A40 HAVE AIR CONDITNG" ; +label variable ER13076 "A41 A/C ALL OR SOME ROOM" ; +label variable ER13077 "A42 MOVED SINCE SPG?" ; +label variable ER13078 "A43 MONTH MOVED" ; +label variable ER13079 "A43 1 DIGIT YEAR MOVED" ; +label variable ER13080 "A44 WHY MOVED 1ST" ; +label variable ER13081 "A44 WHY MOVED 2ND" ; +label variable ER13082 "A44 WHY MOVED 3RD" ; +label variable ER13083 "A44 WHY MOVED 4TH" ; +label variable ER13084 "A45 WTR MIGHT MOVE" ; +label variable ER13085 "A46 LIKELIHOOD OF MOVING" ; +label variable ER13086 "A48 ELECTRICITY EXPENSE" ; +label variable ER13087 "A48 ELECTRICITY PER" ; +label variable ER13088 "A49 HEATING EXPENSE" ; +label variable ER13089 "A49 HEATING EXPENSE PER" ; +label variable ER13090 "A50 WATER/SEWER EXPENSE" ; +label variable ER13091 "A50 WATER/SEWER EXPENSE PER" ; +label variable ER13092 "A51 WTR OTR UTILITY EXP" ; +label variable ER13093 "A52 CABLE EXPENSE" ; +label variable ER13094 "A52 GARBAGE EXPENSE" ; +label variable ER13095 "A52 PHONE EXPENSE" ; +label variable ER13096 "A52 SEWER EXPENSE" ; +label variable ER13097 "A53 TOTAL OTR UTILITIES" ; +label variable ER13098 "A53 OTR UTILITY PER" ; +label variable ER13099 "V1 WTR HAVE VEHICLE" ; +label variable ER13100 "V2 NUMBER OF VEHICLES" ; +label variable ER13101 "V3 MANUFACTURER CODE #1" ; +label variable ER13102 "V4 VEHICLE MAKE CODE #1" ; +label variable ER13103 "V5 VEHICLE MODEL YEAR #1" ; +label variable ER13104 "V5A VEHICLE TYPE CODE #1" ; +label variable ER13105 "V6 VEHICLE SIZE #1" ; +label variable ER13106 "V7 CYPSN OF USUAL DRIVER #1" ; +label variable ER13107 "V8 HOW ACQUIRED #1" ; +label variable ER13108 "V9 WTR NEW OR USED #1" ; +label variable ER13109 "V10 MO ACQUIRED #1" ; +label variable ER13110 "V10 YR ACQUIRED #1" ; +label variable ER13111 "V11 WTR USED FOR BUSINESS #1" ; +label variable ER13112 "V11A WTR USED MOSTLY FOR BUSINESS #1" ; +label variable ER13113 "V12 WTR FOR DISABLED PERSON #1" ; +label variable ER13114 "V13 CKPT: WTR OWN 1997+ VEHICLE #1" ; +label variable ER13115 "V14 TOTAL PRICE #1" ; +label variable ER13116 "V15 WTR TRADE-IN #1" ; +label variable ER13117 "V16 TRADE-IN AMOUNT #1" ; +label variable ER13118 "V17 CASH DOWNPMT AMT #1" ; +label variable ER13119 "V18 WTR GOT LOAN #1" ; +label variable ER13120 "V19 LOAN AMOUNT #1" ; +label variable ER13121 "V20 LOAN PAYMENT AMT #1" ; +label variable ER13122 "V20 LOAN PMT AMT PER #1" ; +label variable ER13123 "V21 LOAN TOTAL # PMTS #1" ; +label variable ER13124 "V22 LOAN # PMTS MADE #1" ; +label variable ER13125 "V23 CKPT: WTR LEASE 1997+ VEHICLE #1" ; +label variable ER13126 "V24 LEASE INITIAL OUTLAY #1" ; +label variable ER13127 "V25 LEASE PMT AMOUNT #1" ; +label variable ER13128 "V25 LEASE AMOUNT PER #1" ; +label variable ER13129 "V26 LEASE TOTAL # PMTS #1" ; +label variable ER13130 "V27 LEASE # PMTS MADE #1" ; +label variable ER13131 "V3 MANUFACTURER CODE #2" ; +label variable ER13132 "V4 VEHICLE MAKE CODE #2" ; +label variable ER13133 "V5 VEHICLE MODEL YEAR #2" ; +label variable ER13134 "V5A VEHICLE TYPE CODE #2" ; +label variable ER13135 "V6 VEHICLE SIZE #2" ; +label variable ER13136 "V7 CYPSN OF USUAL DRIVER #2" ; +label variable ER13137 "V8 HOW ACQUIRED #2" ; +label variable ER13138 "V9 WTR NEW OR USED #2" ; +label variable ER13139 "V10 MO ACQUIRED #2" ; +label variable ER13140 "V10 YR ACQUIRED #2" ; +label variable ER13141 "V11 WTR USED FOR BUSINESS #2" ; +label variable ER13142 "V11A WTR MOSTLY FOR BUSINESS #2" ; +label variable ER13143 "V12 WTR FOR DISABLED PERSON #2" ; +label variable ER13144 "V13 CKPT: WTR OWN 1997+ VEHICLE #2" ; +label variable ER13145 "V14 TOTAL PRICE #2" ; +label variable ER13146 "V15 WTR TRADE-IN #2" ; +label variable ER13147 "V16 TRADE-IN AMOUNT #2" ; +label variable ER13148 "V17 CASH DOWNPMT AMT #2" ; +label variable ER13149 "V18 WTR GOT LOAN #2" ; +label variable ER13150 "V19 LOAN AMOUNT #2" ; +label variable ER13151 "V20 LOAN PAYMENT AMT #2" ; +label variable ER13152 "V20 LOAN PMT AMT PER #2" ; +label variable ER13153 "V21 LOAN TOT # PMTS #2" ; +label variable ER13154 "V22 LOAN # PMTS MADE #2" ; +label variable ER13155 "V23 CKPT: WTR LEASE 1997+ VEHICLE #2" ; +label variable ER13156 "V24 LEASE INITIAL OUTLAY #2" ; +label variable ER13157 "V25 LEASE PMT AMOUNT #2" ; +label variable ER13158 "V25 LEASE AMOUNT PER #2" ; +label variable ER13159 "V26 LEASE TOTAL # PMTS #2" ; +label variable ER13160 "V27 LEASE # PMTS MADE #2" ; +label variable ER13161 "V3 MANUFACTURER CODE #3" ; +label variable ER13162 "V4 VEHICLE MAKE CODE #3" ; +label variable ER13163 "V5 VEHICLE MODEL YEAR #3" ; +label variable ER13164 "V5A VEHICLE TYPE CODE #3" ; +label variable ER13165 "V6 VEHICLE SIZE #3" ; +label variable ER13166 "V7 CYPSN OF USUAL DRIVER #3" ; +label variable ER13167 "V8 HOW ACQUIRED #3" ; +label variable ER13168 "V9 WTR NEW OR USED #3" ; +label variable ER13169 "V10 MO ACQUIRED #3" ; +label variable ER13170 "V10 YR ACQUIRED #3" ; +label variable ER13171 "V11 WTR USED FOR BUSINESS #3" ; +label variable ER13172 "V11A WTR MOSTLY FOR BUSINESS #3" ; +label variable ER13173 "V12 WTR FOR DISABLED PERSON #3" ; +label variable ER13174 "V13 CKPT: WTR OWN 1997+ VEHICLE #3" ; +label variable ER13175 "V14 TOTAL PRICE #3" ; +label variable ER13176 "V15 WTR TRADE-IN #3" ; +label variable ER13177 "V16 TRADE-IN AMOUNT #3" ; +label variable ER13178 "V17 CASH DOWNPMT AMT #3" ; +label variable ER13179 "V18 WTR GOT LOAN #3" ; +label variable ER13180 "V19 LOAN AMOUNT #3" ; +label variable ER13181 "V20 LOAN PAYMENT AMT #3" ; +label variable ER13182 "V20 LOAN PMT AMT PER #3" ; +label variable ER13183 "V21 LOAN TOTAL # PMTS #3" ; +label variable ER13184 "V22 LOAN # PMTS MADE #3" ; +label variable ER13185 "V23 CKPT: WTR LEASE 1997+ VEHICLE #3" ; +label variable ER13186 "V24 LEASE INITIAL OUTLAY #3" ; +label variable ER13187 "V25 LEASE PMT AMOUNT #3" ; +label variable ER13188 "V25 LEASE AMOUNT PER #3" ; +label variable ER13189 "V26 LEASE TOTAL # PMTS #3" ; +label variable ER13190 "V27 LEASE # PMTS MADE #3" ; +label variable ER13191 "X1 CAR INSURANCE EXPENSE" ; +label variable ER13192 "X1 CAR INSURANCE PER" ; +label variable ER13193 "X2CKPT WTR OTR VEHICLES" ; +label variable ER13194 "X3 ADDL CAR/LEASE PMTS" ; +label variable ER13195 "X4 CAR REPAIR EXPENSES" ; +label variable ER13196 "X4B GASOLINE EXPENSES" ; +label variable ER13197 "X4C PARKING EXPENSES" ; +label variable ER13198 "X4D BUS/TRAIN FARES" ; +label variable ER13199 "X4E CAB FARE EXPENSES" ; +label variable ER13200 "X4F OTR TRANSP EXPENSES" ; +label variable ER13201 "X6 WTR SCHOOL EXPENSES" ; +label variable ER13202 "X7 TOTAL SCHOOL EXPENSES" ; +label variable ER13203 "X8 WTR OTR SCHOOL EXPENSES" ; +label variable ER13204 "X10 TOTAL OTR SCHOOL EXPENSES" ; +label variable ER13205 "B1 1ST MENTION" ; +label variable ER13206 "B1 2ND MENTION" ; +label variable ER13207 "B1 3RD MENTION" ; +label variable ER13208 "B2 YEAR RETIRED (HD-R)" ; +label variable ER13209 "B3 WORK FOR MONEY?(HD-E)" ; +label variable ER13210 "B4 WORK SELF/OTR? (HD-E)" ; +label variable ER13211 "B5 CORP/UNCORP BUS(HD-E)" ; +label variable ER13212 "B6 WORK FOR GOVT? (HD-E)" ; +label variable ER13213 "B7 JOB NOW UNION? (H-E)" ; +label variable ER13214 "B8 BELONG UNION? (HD-E)" ; +label variable ER13215 "B9-9A MAIN OCCUPATION: 3 DIGIT (HD-E)" ; +label variable ER13216 "B10 MAIN INDUSTRY: 3 DIGIT (HD-E)" ; +label variable ER13217 "B12 SLRY/HRLY/OTR (H-E)" ; +label variable ER13218 "B13 SALARY AMOUNT" ; +label variable ER13219 "B13 SALARY PER WHAT" ; +label variable ER13220 "B14 WTR SAL PD OT (HD-E)" ; +label variable ER13221 "B15 HOW PAID FOR OT" ; +label variable ER13222 "B15 2ND MENTION" ; +label variable ER13223 "B15 3RD MENTION" ; +label variable ER13224 "B16 HOURLY REGULAR RATE" ; +label variable ER13225 "B17 OT DIFFERENTIAL 1ST" ; +label variable ER13226 "B17 OT DIFFERENTIAL 2ND" ; +label variable ER13227 "B17 OT DIFFERENTIAL 3RD" ; +label variable ER13228 "B17B AVG TIPS/COMM" ; +label variable ER13229 "B17B TIPS/COMM PER WHAT" ; +label variable ER13230 "B17C AVG TIPS/COMM" ; +label variable ER13231 "B17C TIPS/COMM PER WHAT" ; +label variable ER13232 "B18 HOW PAID-OTR (HD-E)" ; +label variable ER13233 "B19 OT RATE" ; +label variable ER13234 "B20 GET NEW JOB? (HD-E)" ; +label variable ER13235 "B21 FIND JOB 1 (HD-E)" ; +label variable ER13236 "B21 FIND JOB 2 (HD-E)" ; +label variable ER13237 "B21 FIND JOB 3 (HD-E)" ; +label variable ER13238 "B21 FIND JOB 4 (HD-E)" ; +label variable ER13239 "B21 FIND JOB 5 ( HD-E)" ; +label variable ER13240 "B21 FIND JOB 6 (HD-E)" ; +label variable ER13241 "B21 FIND JOB 7 (HD-E)" ; +label variable ER13242 "B21 DID NOTHING (HD-E)" ; +label variable ER13243 "B23 YRS PRES EMP (H-E)" ; +label variable ER13244 "B23 MOS PRES EMP (H-E)" ; +label variable ER13245 "B23 WKS PRES EMP (H-E)" ; +label variable ER13246 "B24 MO BEG PRES EMP(H-E)" ; +label variable ER13247 "B24 YR BEG PRES EMP(H-E)" ; +label variable ER13248 "B25 BEG WRK PRES POS H-E" ; +label variable ER13249 "B26 MO BEG PRES POS(H-E)" ; +label variable ER13250 "B26 YR BEG PRES POS(H-E)" ; +label variable ER13251 "B27 CHGE POS (HD-E)" ; +label variable ER13252 "B28 MO CHGE POS (HD-E)" ; +label variable ER13253 "B29 TYPE OF CHGE (HD-E)" ; +label variable ER13254 "B30 MO BEG PRES POS(H-E)" ; +label variable ER13255 "B30 YR BEG PRES POS(H-E)" ; +label variable ER13256 "B31 MO BEG PRES POS(H-E)" ; +label variable ER13257 "B31 YR BEG PRES POS(H-E)" ; +label variable ER13258 "B32 CHGE POS (HD-E)" ; +label variable ER13259 "B33 MO CHGE POS (HD-E)" ; +label variable ER13260 "B34 TYPE OF CHGE (HD-E)" ; +label variable ER13261 "B35-36 BEG OCCUPATION-PRESENT EMP (HD-E)" ; +label variable ER13262 "B37 STARTING WAGE" ; +label variable ER13263 "B37 STARTING WAGE PER" ; +label variable ER13264 "B38 STARTING HR/WK" ; +label variable ER13265 "B39 PRES EMP JAN (H-E)" ; +label variable ER13266 "B39 PRES EMP FEB (H-E)" ; +label variable ER13267 "B39 PRES EMP MAR (H-E)" ; +label variable ER13268 "B39 PRES EMP APR (H-E)" ; +label variable ER13269 "B39 PRES EMP MAY (H-E)" ; +label variable ER13270 "B39 PRES EMP JUN (H-E)" ; +label variable ER13271 "B39 PRES EMP JUL (H-E)" ; +label variable ER13272 "B39 PRES EMP AUG (H-E)" ; +label variable ER13273 "B39 PRES EMP SEP (H-E)" ; +label variable ER13274 "B39 PRES EMP OCT (H-E)" ; +label variable ER13275 "B39 PRES EMP NOV (H-E)" ; +label variable ER13276 "B39 PRES EMP DEC (H-E)" ; +label variable ER13277 "B41-B41A OCCUPATION-OTR EMPLOYER (HD-E)" ; +label variable ER13278 "B41B INDUSTRY-OTR EMPLOYER (HD-E)" ; +label variable ER13279 "B42 OTR EMP JAN (H-E)" ; +label variable ER13280 "B42 OTR EMP FEB (H-E)" ; +label variable ER13281 "B42 OTR EMP MAR (H-E)" ; +label variable ER13282 "B42 OTR EMP APR (H-E)" ; +label variable ER13283 "B42 OTR EMP MAY (H-E)" ; +label variable ER13284 "B42 OTR EMP JUN (H-E)" ; +label variable ER13285 "B42 OTR EMP JUL (H-E)" ; +label variable ER13286 "B42 OTR EMP AUG (H-E)" ; +label variable ER13287 "B42 OTR EMP SEP (H-E)" ; +label variable ER13288 "B42 OTR EMP OCT (H-E)" ; +label variable ER13289 "B42 OTR EMP NOV (H-E)" ; +label variable ER13290 "B42 OTR EMP DEC (H-E)" ; +label variable ER13291 "B42A OVERLAP INDICATOR" ; +label variable ER13292 "B43 WORK SELF/OTR?(HD-E)" ; +label variable ER13293 "B44 CORP/UNCORP BUS(H-E)" ; +label variable ER13294 "B45 WORK FOR GOVT?(HD-E)" ; +label variable ER13295 "B45A AMOUNT" ; +label variable ER13296 "B45A AMOUNT PER WHAT" ; +label variable ER13297 "B45B HOURS PER WEEK" ; +label variable ER13298 "B46 CHG POS OTR EMP(H-E)" ; +label variable ER13299 "B46A MO CHGE POS (HD-E)" ; +label variable ER13300 "B47 TYPE CHG OTR EMP H-E" ; +label variable ER13301 "B48 MO BEG OTR EMP (HD-E" ; +label variable ER13302 "B48 YR BEG OTR EMP (HD-E" ; +label variable ER13303 "B49-49A BEG OCCUPATION-OTR EMP (HD-E)" ; +label variable ER13304 "B51 STARTING WAGE" ; +label variable ER13305 "B51 STARTING WAGE PER" ; +label variable ER13306 "B52 BEG HR/WK OTR EMP HD" ; +label variable ER13307 "B53 STOP WRK OTR EMP H-E" ; +label variable ER13308 "B54 MO END OTR EMP (H-E)" ; +label variable ER13309 "B54 YR END OTR EMP (H-E)" ; +label variable ER13310 "B55 WHY LEFT-OTHER EMPLOYER (HD-E)" ; +label variable ER13311 "B56 FINAL WAGE" ; +label variable ER13312 "B56 FINAL WAGE PER WHAT" ; +label variable ER13313 "B57A END HR/WK OTR EMP H" ; +label variable ER13314 "B60 WTR OTRS ILL (HD-E)" ; +label variable ER13315 "B61 DAYS OTHERS SICK" ; +label variable ER13316 "B61 WEEKS OTHERS SICK" ; +label variable ER13317 "B61 MONTHS OTHERS SICK" ; +label variable ER13318 "B63 WTR SELF ILL (HD-E)" ; +label variable ER13319 "B64 DAYS SELF SICK" ; +label variable ER13320 "B64 WEEKS SELF SICK" ; +label variable ER13321 "B64 MONTHS SELF SICK" ; +label variable ER13322 "B66 WTR VACATION (HD-E)" ; +label variable ER13323 "B67 DAYS VACATION" ; +label variable ER13324 "B67 WEEKS VACATION" ; +label variable ER13325 "B67 MONTHS VACATION" ; +label variable ER13326 "B69 WTR STRIKE (HD-E)" ; +label variable ER13327 "B70 DAYS STRIKE" ; +label variable ER13328 "B70 WEEKS STRIKE" ; +label variable ER13329 "B70 MONTHS STRIKE" ; +label variable ER13330 "B72 WTR UNEMPLOYED(HD-E)" ; +label variable ER13331 "B73 DAYS UNEMPLOYED" ; +label variable ER13332 "B73 WEEKS UNEMPLOYED" ; +label variable ER13333 "B73 MONTHS UNEMPLOYED" ; +label variable ER13334 "B74A UNEMPLOYED JAN" ; +label variable ER13335 "B74A UNEMPLOYED FEB" ; +label variable ER13336 "B74A UNEMPLOYED MAR" ; +label variable ER13337 "B74A UNEMPLOYED APR" ; +label variable ER13338 "B74A UNEMPLOYED MAY" ; +label variable ER13339 "B74A UNEMPLOYED JUN" ; +label variable ER13340 "B74A UNEMPLOYED JUL" ; +label variable ER13341 "B74A UNEMPLOYED AUG" ; +label variable ER13342 "B74A UNEMPLOYED SEP" ; +label variable ER13343 "B74A UNEMPLOYED OCT" ; +label variable ER13344 "B74A UNEMPLOYED NOV" ; +label variable ER13345 "B74A UNEMPLOYED DEC" ; +label variable ER13346 "B75 WTR OUT LAB FRC(H-E)" ; +label variable ER13347 "B76 DAYS OUT OF LAB FORC" ; +label variable ER13348 "B76 WEEKS OUT LABOR FORC" ; +label variable ER13349 "B76 MONTHS OUT LABR FORC" ; +label variable ER13350 "B77A OUT LAB FORC JAN" ; +label variable ER13351 "B77A OUT LAB FORC FEB" ; +label variable ER13352 "B77A OUT LAB FORC MAR" ; +label variable ER13353 "B77A OUT LAB FORC APR" ; +label variable ER13354 "B77A OUT LAB FORC MAY" ; +label variable ER13355 "B77A OUT LAB FORC JUN" ; +label variable ER13356 "B77A OUT LAB FORC JUL" ; +label variable ER13357 "B77A OUT LAB FORC AUG" ; +label variable ER13358 "B77A OUT LAB FORC SEP" ; +label variable ER13359 "B77A OUT LAB FORC OCT" ; +label variable ER13360 "B77A OUT LAB FORC NOV" ; +label variable ER13361 "B77A OUT LAB FORC DEC" ; +label variable ER13362 "B78 # WKS WORKED (HD-E)" ; +label variable ER13363 "B79 # HR/WK WORKED (H-E)" ; +label variable ER13364 "B80 WTR WORKED OT (HD-E)" ; +label variable ER13365 "B81 HOURS OF OVERTIME" ; +label variable ER13366 "B82 WTR XTRA JOBS (HD-E)" ; +label variable ER13367 "B83 WORK FOR GOVT?(HD-E)" ; +label variable ER13368 "B84-84A OCCUPATION-EXTRA JOB1 (HD-E)" ; +label variable ER13369 "B85 INDUSTRY-EXTRA JOB1 (HD-E)" ; +label variable ER13370 "B87 AMT MADE XTRA JOB1" ; +label variable ER13371 "B87 AMT MADE PER JOB1" ; +label variable ER13372 "B88 # WKS XTRA JOB1(H-E)" ; +label variable ER13373 "B89 HR/WK XTRA JOB1(H-E)" ; +label variable ER13374 "B90 MO BEG XTRA JOB1 H-E" ; +label variable ER13375 "B90 YR BEG XTRA JOB1 H-E" ; +label variable ER13376 "B91 WRK XJB1 JAN (H-E)" ; +label variable ER13377 "B91 WRK XJB1 FEB (H-E)" ; +label variable ER13378 "B91 WRK XJB1 MAR (H-E)" ; +label variable ER13379 "B91 WRK XJB1 APR (H-E)" ; +label variable ER13380 "B91 WRK XJB1 MAY (H-E)" ; +label variable ER13381 "B91 WRK XJB1 JUN (H-E)" ; +label variable ER13382 "B91 WRK XJB1 JUL (H-E)" ; +label variable ER13383 "B91 WRK XJB1 AUG (H-E)" ; +label variable ER13384 "B91 WRK XJB1 SEP (H-E)" ; +label variable ER13385 "B91 WRK XJB1 OCT (H-E)" ; +label variable ER13386 "B91 WRK XJB1 NOV (H-E)" ; +label variable ER13387 "B91 WRK XJB1 DEC (H-E)" ; +label variable ER13388 "B92 STOP WRK XJOB1 (H-E)" ; +label variable ER13389 "B93 MO END XJOB1 (HD-E)" ; +label variable ER13390 "B93 YR END XJOB1 (HD-E)" ; +label variable ER13391 "B94 WTR OTR XJOB (HD-E)" ; +label variable ER13392 "B95 WRK FOR GOV XJB2 H-E" ; +label variable ER13393 "B96-97 OCCUPATION-EXTRA JOB2(HD-E)" ; +label variable ER13394 "B98 INDUSTRY-EXTRA JOB2 (HD-E)" ; +label variable ER13395 "B99 AMT MADE XTRA JOB2" ; +label variable ER13396 "B99 AMT MADE PER JOB2" ; +label variable ER13397 "B100 #WKS XTRA JB2+(H-E)" ; +label variable ER13398 "B101 AV HR/WK X JB2+ H-E" ; +label variable ER13399 "B102 MO BEG XJOB2 (H-E)" ; +label variable ER13400 "B102 YR BEG XJOB2 (H-E)" ; +label variable ER13401 "B103 WRK XJOB2 JAN H-E" ; +label variable ER13402 "B103 WRK XJOB2 FEB H-E" ; +label variable ER13403 "B103 WRK XJOB2 MAR H-E" ; +label variable ER13404 "B103 WRK XJOB2 APR H-E" ; +label variable ER13405 "B103 WRK XJOB2 MAY H-E" ; +label variable ER13406 "B103 WRK XJOB2 JUN H-E" ; +label variable ER13407 "B103 WRK XJOB2 JUL H-E" ; +label variable ER13408 "B103 WRK XJOB2 AUG H-E" ; +label variable ER13409 "B103 WRK XJOB2 SEP H-E" ; +label variable ER13410 "B103 WRK XJOB2 OCT H-E" ; +label variable ER13411 "B103 WRK XJOB2 NOV H-E" ; +label variable ER13412 "B103 WRK XJOB2 DEC H-E" ; +label variable ER13413 "B104 STOP WORK XJOB2 H-E" ; +label variable ER13414 "B105 MO END XJOB2 (HD-E)" ; +label variable ER13415 "B105 YR END XJOB2 (HD-E)" ; +label variable ER13416 "B110 WRK FOR GOV XJB3 HE" ; +label variable ER13417 "B110A OCCUPATION-EXTRA JOB3(HD-E)" ; +label variable ER13418 "B110B INDUSTRY-EXTRA JOB3 (HD-E)" ; +label variable ER13419 "B111 AMT MADE XTRA JOB3" ; +label variable ER13420 "B111 AMT MADE PER JOB3" ; +label variable ER13421 "B112 #WKS XTRA JOB3" ; +label variable ER13422 "B113 HR/WK XTRA JOB3" ; +label variable ER13423 "B114 MO BEG XTRA JOB3" ; +label variable ER13424 "B114 YR BEG XTRA JOB3" ; +label variable ER13425 "B115 XTRA JOB3 JAN" ; +label variable ER13426 "B115 XTRA JOB3 FEB" ; +label variable ER13427 "B115 XTRA JOB3 MAR" ; +label variable ER13428 "B115 XTRA JOB3 APR" ; +label variable ER13429 "B115 XTRA JOB3 MAY" ; +label variable ER13430 "B115 XTRA JOB3 JUN" ; +label variable ER13431 "B115 XTRA JOB3 JUL" ; +label variable ER13432 "B115 XTRA JOB3 AUG" ; +label variable ER13433 "B115 XTRA JOB3 SEP" ; +label variable ER13434 "B115 XTRA JOB3 OCT" ; +label variable ER13435 "B115 XTRA JOB3 NOV" ; +label variable ER13436 "B115 XTRA JOB3 DEC" ; +label variable ER13437 "B116 STOP WRK XTRA JOB3" ; +label variable ER13438 "B117 MO END XTRA JOB3" ; +label variable ER13439 "B117 YR END XTRA JOB3" ; +label variable ER13440 "B119 WORK FOR GOVT? JOB4" ; +label variable ER13441 "B120 OCCUPATION-EXTRA JOB4(HD-E)" ; +label variable ER13442 "B121 INDUSTRY-EXTRA JOB4 (HD-E)" ; +label variable ER13443 "B123 AMT MADE XTRA JOB4" ; +label variable ER13444 "B123 AMT MADE PER JOB4" ; +label variable ER13445 "B124 #WKS XTRA JOB4" ; +label variable ER13446 "B125 HR/WK XTRA JOB4" ; +label variable ER13447 "B126 MO BEG XTRA JOB4" ; +label variable ER13448 "B126 YR BEG XTRA JOB4" ; +label variable ER13449 "B127 XTRA JOB4 JAN" ; +label variable ER13450 "B127 XTRA JOB4 FEB" ; +label variable ER13451 "B127 XTRA JOB4 MAR" ; +label variable ER13452 "B127 XTRA JOB4 APR" ; +label variable ER13453 "B127 XTRA JOB4 MAY" ; +label variable ER13454 "B127 XTRA JOB4 JUN" ; +label variable ER13455 "B127 XTRA JOB4 JUL" ; +label variable ER13456 "B127 XTRA JOB4 AUG" ; +label variable ER13457 "B127 XTRA JOB4 SEP" ; +label variable ER13458 "B127 XTRA JOB4 OCT" ; +label variable ER13459 "B127 XTRA JOB4 NOV" ; +label variable ER13460 "B127 XTRA JOB4 DEC" ; +label variable ER13461 "B128 STOP WRK XTRA JOB4" ; +label variable ER13462 "B129 MO END XTRA JOB4" ; +label variable ER13463 "B129 YR END XTRA JOB4" ; +label variable ER13464 "C1 WTR LOOK FOR JOB(H-U)" ; +label variable ER13465 "C2 FIND JOB 1 (HD-U)" ; +label variable ER13466 "C2 FIND JOB 2 (HD-U)" ; +label variable ER13467 "C2 FIND JOB 3 (HD-U)" ; +label variable ER13468 "C2 FIND JOB 4 (HD-U)" ; +label variable ER13469 "C2 FIND JOB 5 (HD-U)" ; +label variable ER13470 "C2 FIND JOB 6 (HD-U)" ; +label variable ER13471 "C2 FIND JOB 7 (HD-U)" ; +label variable ER13472 "C2 DID NOTHING (HD-U)" ; +label variable ER13473 "C3 YRS LOOK WRK (H-U)" ; +label variable ER13474 "C3 MOS LOOK WRK (H-U)" ; +label variable ER13475 "C3 WKS LOOK WRK (H-U)" ; +label variable ER13476 "C4 EVER WORKED? (HD-U)" ; +label variable ER13477 "C5 MO LAST WORKED (HD-U)" ; +label variable ER13478 "C5 YR LAST WORKED (HD-U)" ; +label variable ER13479 "C6 WTR UNEMP (H-U)" ; +label variable ER13480 "C7 # WK UNEMP (H-U)" ; +label variable ER13481 "C8 LOOKING FOR WORK JAN" ; +label variable ER13482 "C8 LOOKING FOR WORK FEB" ; +label variable ER13483 "C8 LOOKING FOR WORK MAR" ; +label variable ER13484 "C8 LOOKING FOR WORK APR" ; +label variable ER13485 "C8 LOOKING FOR WORK MAY" ; +label variable ER13486 "C8 LOOKING FOR WORK JUN" ; +label variable ER13487 "C8 LOOKING FOR WORK JUL" ; +label variable ER13488 "C8 LOOKING FOR WORK AUG" ; +label variable ER13489 "C8 LOOKING FOR WORK SEP" ; +label variable ER13490 "C8 LOOKING FOR WORK OCT" ; +label variable ER13491 "C8 LOOKING FOR WORK NOV" ; +label variable ER13492 "C8 LOOKING FOR WORK DEC" ; +label variable ER13493 "C9-10 OCCUPATION-LAST JOB (HD-U)" ; +label variable ER13494 "C11 INDUSTRY-LAST JOB (HD-U)" ; +label variable ER13495 "C12 WRK SELF/OTR? (HD-U)" ; +label variable ER13496 "C13 CORP/UNCORP BUS(H-U)" ; +label variable ER13497 "C14 WORK FOR GOVT? (H-U)" ; +label variable ER13498 "C15 WHY LAST JOB END (HD-U)" ; +label variable ER13499 "C16 MO BEG LAST EMP H-U" ; +label variable ER13500 "C16 YR BEG LAST EMP H-U" ; +label variable ER13501 "C17 BEG WK LAST POS(H-U)" ; +label variable ER13502 "C18 MO BEG LAST POS (H-U" ; +label variable ER13503 "C18 YR BEG LAST POS (H-U" ; +label variable ER13504 "C19 CHGE POS (HD-U)" ; +label variable ER13505 "C20 MO CHGE POS (HD-U)" ; +label variable ER13506 "C21 TYPE OF CHGE (HD-U)" ; +label variable ER13507 "C22 MO BEG LAST POS(H-U)" ; +label variable ER13508 "C22 YR BEG LAST POS(H-U)" ; +label variable ER13509 "C23 MO BEG LAST POS(H-U)" ; +label variable ER13510 "C23 YR BEG LAST POS(H-U)" ; +label variable ER13511 "C24 CHGE POS (HD-U)" ; +label variable ER13512 "C25 MO CHGE POS (HD-U)" ; +label variable ER13513 "C26 TYPE OF CHGE (HD-U)" ; +label variable ER13514 "C27-28 BEG OCCUPATION-LAST EMP (HD-U)" ; +label variable ER13515 "C29 STARTING WAGE" ; +label variable ER13516 "C29 STARTING WAGE PER" ; +label variable ER13517 "C30 HR/WK BEG LAST EMP H" ; +label variable ER13518 "C31 LAST EMP JAN (H-U)" ; +label variable ER13519 "C31 LAST EMP FEB (H-U)" ; +label variable ER13520 "C31 LAST EMP MAR (H-U)" ; +label variable ER13521 "C31 LAST EMP APR (H-U)" ; +label variable ER13522 "C31 LAST EMP MAY (H-U)" ; +label variable ER13523 "C31 LAST EMP JUN (H-U)" ; +label variable ER13524 "C31 LAST EMP JUL (H-U)" ; +label variable ER13525 "C31 LAST EMP AUG (H-U)" ; +label variable ER13526 "C31 LAST EMP SEP (H-U)" ; +label variable ER13527 "C31 LAST EMP OCT (H-U)" ; +label variable ER13528 "C31 LAST EMP NOV (H-U)" ; +label variable ER13529 "C31 LAST EMP DEC (H-U)" ; +label variable ER13530 "C33-C33A OCCUPATION-OTR EMPLOYER (HD-U)" ; +label variable ER13531 "C33B INDUSTRY-OTHER EMPLOYER (HD-U)" ; +label variable ER13532 "C34 OTR EMP JAN (H-U)" ; +label variable ER13533 "C34 OTR EMP FEB (H-U)" ; +label variable ER13534 "C34 OTR EMP MAR (H-U)" ; +label variable ER13535 "C34 OTR EMP APR (H-U)" ; +label variable ER13536 "C34 OTR EMP MAY (H-U)" ; +label variable ER13537 "C34 OTR EMP JUN (H-U)" ; +label variable ER13538 "C34 OTR EMP JUL (H-U)" ; +label variable ER13539 "C34 OTR EMP AUG (H-U)" ; +label variable ER13540 "C34 OTR EMP SEP (H-U)" ; +label variable ER13541 "C34 OTR EMP OCT (H-U)" ; +label variable ER13542 "C34 OTR EMP NOV (H-U)" ; +label variable ER13543 "C34 OTR EMP DEC (H-U)" ; +label variable ER13544 "C34A OVERLAP (H-U)" ; +label variable ER13545 "C35 WORK SELF/OTR?(HD-U)" ; +label variable ER13546 "C36 CORP/UNCORP BUS(H-U)" ; +label variable ER13547 "C37 WRK GOV-OTH EMP H-U" ; +label variable ER13548 "C37A AMT EARNED THIS JOB" ; +label variable ER13549 "C37A AMT EARNED PER" ; +label variable ER13550 "C37B # HR/WK WORKED H-U" ; +label variable ER13551 "C38 CHG POS OTR EMP(H-U)" ; +label variable ER13552 "C38A MO CHGE POS (HD-U)" ; +label variable ER13553 "C39 TYPE CHG OTR EMP H-U" ; +label variable ER13554 "C40 MO BEG OTR EMP(HD-U)" ; +label variable ER13555 "C40 YR BEG OTR EMP(HD-U)" ; +label variable ER13556 "C41-41A BEG OCCUPATION-OTR EMP (HD-U)" ; +label variable ER13557 "C43 STARTING SALARY WAGE" ; +label variable ER13558 "C43 START SAL/WAGE PER" ; +label variable ER13559 "C44 BEG HR/WK OTR EMP HD" ; +label variable ER13560 "C45 STOP WRK OTR EMP H-U" ; +label variable ER13561 "C46 MO END OTR EMP (HD-U" ; +label variable ER13562 "C46 YR END OTR EMP (HD-U" ; +label variable ER13563 "C47 WHY LEFT-OTHER EMPLOYER (HD-U)" ; +label variable ER13564 "C48A FINAL SALARY/WAGE" ; +label variable ER13565 "C48A FINAL SAL/WAGE PER" ; +label variable ER13566 "C49A END HR/WK OTR EMP H" ; +label variable ER13567 "C52 WTR OTRS ILL (HD-U)" ; +label variable ER13568 "C53 DAYS OTHERS SICK" ; +label variable ER13569 "C53 WEEKS OTHERS SICK" ; +label variable ER13570 "C53 MONTHS OTHERS SICK" ; +label variable ER13571 "C55 WTR SELF ILL (HD-U)" ; +label variable ER13572 "C56 DAYS SELF SICK" ; +label variable ER13573 "C56 WEEKS SELF SICK" ; +label variable ER13574 "C56 MONTHS SELF SICK" ; +label variable ER13575 "C58 WTR VACATION (HD-U)" ; +label variable ER13576 "C59 DAYS VACATION" ; +label variable ER13577 "C59 WEEKS VACATION" ; +label variable ER13578 "C59 MONTHS VACATION" ; +label variable ER13579 "C61 WTR ON STRIKE (HD-U)" ; +label variable ER13580 "C62 DAYS STRIKE" ; +label variable ER13581 "C62 WEEKS STRIKE" ; +label variable ER13582 "C62 MONTHS STRIKE" ; +label variable ER13583 "C64 WTR UNEMPLOYED (H-U)" ; +label variable ER13584 "C65 DAYS UNEMPLOYED" ; +label variable ER13585 "C65 WEEKS UNEMPLOYED" ; +label variable ER13586 "C65 MONTHS UNEMPLOYED" ; +label variable ER13587 "C66A UNEMPLOYED JAN" ; +label variable ER13588 "C66A UNEMPLOYED FEB" ; +label variable ER13589 "C66A UNEMPLOYED MAR" ; +label variable ER13590 "C66A UNEMPLOYED APR" ; +label variable ER13591 "C66A UNEMPLOYED MAY" ; +label variable ER13592 "C66A UNEMPLOYED JUN" ; +label variable ER13593 "C66A UNEMPLOYED JUL" ; +label variable ER13594 "C66A UNEMPLOYED AUG" ; +label variable ER13595 "C66A UNEMPLOYED SEP" ; +label variable ER13596 "C66A UNEMPLOYED OCT" ; +label variable ER13597 "C66A UNEMPLOYED NOV" ; +label variable ER13598 "C66A UNEMPLOYED DEC" ; +label variable ER13599 "C67 WTR OUT LAB FRC(H-U)" ; +label variable ER13600 "C68 DAYS OUT LABOR FORCE" ; +label variable ER13601 "C68 WEEKS OUT LABOR FORC" ; +label variable ER13602 "C68 MONTHS OUT LABR FORC" ; +label variable ER13603 "C69A OUT LABR FORC JAN" ; +label variable ER13604 "C69A OUT LABR FORC FEB" ; +label variable ER13605 "C69A OUT LABR FORC MAR" ; +label variable ER13606 "C69A OUT LABR FORC APR" ; +label variable ER13607 "C69A OUT LABR FORC MAY" ; +label variable ER13608 "C69A OUT LABR FORC JUN" ; +label variable ER13609 "C69A OUT LABR FORC JUL" ; +label variable ER13610 "C69A OUT LABR FORC AUG" ; +label variable ER13611 "C69A OUT LABR FORC SEP" ; +label variable ER13612 "C69A OUT LABR FORC OCT" ; +label variable ER13613 "C69A OUT LABR FORC NOV" ; +label variable ER13614 "C69A OUT LABR FORC DEC" ; +label variable ER13615 "C70 WEEKS WORKED" ; +label variable ER13616 "C71 HR/WK WORKED (HD-U)" ; +label variable ER13617 "C72 WTR WORKED OT (HD-U)" ; +label variable ER13618 "C73 AMOUNT OVERTIME" ; +label variable ER13619 "C74 WTR XTRA JOBS (HD-U)" ; +label variable ER13620 "C75 WORK FOR GOVT?(HD-U)" ; +label variable ER13621 "C76-76A OCCUPATION-EXTRA JOB1 (HD-U)" ; +label variable ER13622 "C77 INDUSTRY-EXTRA JOB1 (HD-U)" ; +label variable ER13623 "C79 AMT MADE XTRA JOB1" ; +label variable ER13624 "C79 AMT MADE JOB1 PER" ; +label variable ER13625 "C80 # WKS EXTRA JOB1 H-U" ; +label variable ER13626 "C81 HR/WK XTRA JOB1(H-U)" ; +label variable ER13627 "C82 MO BEG XTRA JOB1 H-U" ; +label variable ER13628 "C82 YR BEG XTRA JOB1 H-U" ; +label variable ER13629 "C83 WRK XJOB1 JAN H-U" ; +label variable ER13630 "C83 WRK XJOB1 FEB H-U" ; +label variable ER13631 "C83 WRK XJOB1 MAR H-U" ; +label variable ER13632 "C83 WRK XJOB1 APR H-U" ; +label variable ER13633 "C83 WRK XJOB1 MAY H-U" ; +label variable ER13634 "C83 WRK XJOB1 JUN H-U" ; +label variable ER13635 "C83 WRK XJOB1 JUL H-U" ; +label variable ER13636 "C83 WRK XJOB1 AUG H-U" ; +label variable ER13637 "C83 WRK XJOB1 SEP H-U" ; +label variable ER13638 "C83 WRK XJOB1 OCT H-U" ; +label variable ER13639 "C83 WRK XJOB1 NOV H-U" ; +label variable ER13640 "C83 WRK XJOB1 DEC H-U" ; +label variable ER13641 "C84 STOP WORK XJOB1 H-U" ; +label variable ER13642 "C85 MO END XJOB1 (HD-U)" ; +label variable ER13643 "C85 YR END XJOB1 (HD-U)" ; +label variable ER13644 "C87 WRK FOR GOV XJB2 H-U" ; +label variable ER13645 "C88-89 OCCUPATION-EXTRA JOB2 (HD-U)" ; +label variable ER13646 "C90 INDUSTRY-EXTRA JOB2 (HD-U)" ; +label variable ER13647 "C91 AMT MADE XTRA JOB2" ; +label variable ER13648 "C91 AMT MADE JOB2 PER" ; +label variable ER13649 "C92 # WK XTRA JOB2+(H-U)" ; +label variable ER13650 "C93 AV HR/WK X JB2+(H-U)" ; +label variable ER13651 "C94 MO BEG XJOB2 (H-U)" ; +label variable ER13652 "C94 YR BEG XJOB2 (H-U)" ; +label variable ER13653 "C95 WRK XJOB2 JAN H-U" ; +label variable ER13654 "C95 WRK XJOB2 FEB H-U" ; +label variable ER13655 "C95 WRK XJOB2 MAR H-U" ; +label variable ER13656 "C95 WRK XJOB2 APR H-U" ; +label variable ER13657 "C95 WRK XJOB2 MAY H-U" ; +label variable ER13658 "C95 WRK XJOB2 JUN H-U" ; +label variable ER13659 "C95 WRK XJOB2 JUL H-U" ; +label variable ER13660 "C95 WRK XJOB2 AUG H-U" ; +label variable ER13661 "C95 WRK XJOB2 SEP H-U" ; +label variable ER13662 "C95 WRK XJOB2 OCT H-U" ; +label variable ER13663 "C95 WRK XJOB2 NOV H-U" ; +label variable ER13664 "C95 WRK XJOB2 DEC H-U" ; +label variable ER13665 "C96 STOP WORK XJOB2 H-U" ; +label variable ER13666 "C97 MO END JOB2 (HD-U)" ; +label variable ER13667 "C97 YR END JOB2 (HD-U)" ; +label variable ER13668 "C99 WRK FOR GOV XJB3 HU" ; +label variable ER13669 "C100 OCCUPATION-EXTRA JOB3 (HD-U)" ; +label variable ER13670 "C101 INDUSTRY-EXTRA JOB3 (HD-U)" ; +label variable ER13671 "C103 AMT MADE XTRA JOB3" ; +label variable ER13672 "C103 AMT MADE JOB3 PER" ; +label variable ER13673 "C104 #WEEKS XTRA JOB3" ; +label variable ER13674 "C105 HRS/WK XTRA JOB3" ; +label variable ER13675 "C106 MO BEG XTRA JOB3" ; +label variable ER13676 "C106 YR BEG XTRA JOB3" ; +label variable ER13677 "C107 EXTRA JOB3 JAN" ; +label variable ER13678 "C107 EXTRA JOB3 FEB" ; +label variable ER13679 "C107 EXTRA JOB3 MAR" ; +label variable ER13680 "C107 EXTRA JOB3 APR" ; +label variable ER13681 "C107 EXTRA JOB3 MAY" ; +label variable ER13682 "C107 EXTRA JOB3 JUN" ; +label variable ER13683 "C107 EXTRA JOB3 JUL" ; +label variable ER13684 "C107 EXTRA JOB3 AUG" ; +label variable ER13685 "C107 EXTRA JOB3 SEP" ; +label variable ER13686 "C107 EXTRA JOB3 OCT" ; +label variable ER13687 "C107 EXTRA JOB3 NOV" ; +label variable ER13688 "C107 EXTRA JOB3 DEC" ; +label variable ER13689 "C108 STOP WRK XTRA JOB3" ; +label variable ER13690 "C109 MO END XTRA JOB3" ; +label variable ER13691 "C109 YR END XTRA JOB3" ; +label variable ER13692 "C114 WRK FOR GOV XJB4 HU" ; +label variable ER13693 "C114A OCCUPATION-EXTRA JOB4 (HD-U)" ; +label variable ER13694 "C114B INDUSTRY-EXTRA JOB4 (HD-U)" ; +label variable ER13695 "C115 AMT MADE XTRA JOB4" ; +label variable ER13696 "C115 AMT MADE JOB4 PER" ; +label variable ER13697 "C116 #WEEKS XTRA JOB4" ; +label variable ER13698 "C117 HRS/WK XTRA JOB4" ; +label variable ER13699 "C118 MO BEG XTRA JOB4" ; +label variable ER13700 "C118 YR BEG XTRA JOB4" ; +label variable ER13701 "C119 EXTRA JOB4 JAN" ; +label variable ER13702 "C119 EXTRA JOB4 FEB" ; +label variable ER13703 "C119 EXTRA JOB4 MAR" ; +label variable ER13704 "C119 EXTRA JOB4 APR" ; +label variable ER13705 "C119 EXTRA JOB4 MAY" ; +label variable ER13706 "C119 EXTRA JOB4 JUN" ; +label variable ER13707 "C119 EXTRA JOB4 JUL" ; +label variable ER13708 "C119 EXTRA JOB4 AUG" ; +label variable ER13709 "C119 EXTRA JOB4 SEP" ; +label variable ER13710 "C119 EXTRA JOB4 OCT" ; +label variable ER13711 "C119 EXTRA JOB4 NOV" ; +label variable ER13712 "C119 EXTRA JOB4 DEC" ; +label variable ER13713 "C120 STOP WORK XTRA JOB4" ; +label variable ER13714 "C121 MO END XTRA JOB4" ; +label variable ER13715 "C121 YR END XTRA JOB4" ; +label variable ER13716 "D1 CKPT: WTR WIFE/'WIFE' IN FU" ; +label variable ER13717 "D1 1ST MENTION" ; +label variable ER13718 "D1 2ND MENTION" ; +label variable ER13719 "D1 3RD MENTION" ; +label variable ER13720 "D2 YEAR RETIRED (WF-R)" ; +label variable ER13721 "D3 WORK FOR MONEY?(WF-E)" ; +label variable ER13722 "D4 WORK SELF/OTR? (WF-E)" ; +label variable ER13723 "D5 CORP/UNCORP BUS(WF-E)" ; +label variable ER13724 "D6 WORK FOR GOVT? (WF-E)" ; +label variable ER13725 "D7 JOB NOW UNION? (W-E)" ; +label variable ER13726 "D8 BELONG UNION? (WF-E)" ; +label variable ER13727 "D9-9A MAIN OCCUPATION:3 DIGIT (WF-E)" ; +label variable ER13728 "D10 MAIN INDUSTRY:3 DIGIT (WF-E)" ; +label variable ER13729 "D12 SLRY/HRLY/OTR (W-E)" ; +label variable ER13730 "D13 SALARY AMOUNT" ; +label variable ER13731 "D13 SALARY PER WHAT" ; +label variable ER13732 "D14 WTR SAL PD OT (WF-E)" ; +label variable ER13733 "D15 HOURLY OVERTIME" ; +label variable ER13734 "D15 2ND MENTION" ; +label variable ER13735 "D15 3RD MENTION" ; +label variable ER13736 "D16 HOURLY REGULAR RATE" ; +label variable ER13737 "D17 HOURLY RATE OT (W-E)" ; +label variable ER13738 "D17 2ND MENTION" ; +label variable ER13739 "D17 3RD MENTION" ; +label variable ER13740 "D17B AVG TIPS/COMM" ; +label variable ER13741 "D17B TIPS/COMM PER WHAT" ; +label variable ER13742 "D17C AVG TIPS/COMM" ; +label variable ER13743 "D17C TIPS/COMM PER WHAT" ; +label variable ER13744 "D18 HOW PAID-OTR (WF-E)" ; +label variable ER13745 "D19 HOURLY OVERTIME" ; +label variable ER13746 "D20 GET NEW JOB? (WF-E)" ; +label variable ER13747 "D21 FIND JOB 1 (W-E)" ; +label variable ER13748 "D21 FIND JOB 2 (W-E)" ; +label variable ER13749 "D21 FIND JOB 3 (W-E)" ; +label variable ER13750 "D21 FIND JOB 4(W-E)" ; +label variable ER13751 "D21 FIND JOB 5 (W-E)" ; +label variable ER13752 "D21 FIND JOB 6 (W-E)" ; +label variable ER13753 "D21 FIND JOB 7 (W-E)" ; +label variable ER13754 "D21 DID NOTHING (W-E)" ; +label variable ER13755 "D23 YRS PRES EMP (W-E)" ; +label variable ER13756 "D23 MOS PRES EMP (W-E)" ; +label variable ER13757 "D23 WKS PRES EMP (W-E)" ; +label variable ER13758 "D24 MO BEG PRES EMP(W-E)" ; +label variable ER13759 "D24 YR BEG PRES EMP(W-E)" ; +label variable ER13760 "D25 BEG WRK PRES POS W-E" ; +label variable ER13761 "D26 MO BEG PRES POS(W-E)" ; +label variable ER13762 "D26 YR BEG PRES POS(W-E)" ; +label variable ER13763 "D27 CHGE POS (WF-E)" ; +label variable ER13764 "D28 MO CHGE POS (WF-E)" ; +label variable ER13765 "D29 TYPE OF CHGE (WF-E)" ; +label variable ER13766 "D30 MO BEG PRES POS (W-E" ; +label variable ER13767 "D30 YR BEG PRES POS(W-E)" ; +label variable ER13768 "D31 MO BEG PRES POS(W-E)" ; +label variable ER13769 "D31 YR BEG PRES POS(W-E)" ; +label variable ER13770 "D32 CHGE POS (WF-E)" ; +label variable ER13771 "D33 MO CHGE POS (WF-E)" ; +label variable ER13772 "D34 TYPE OF CHGE (WF-E)" ; +label variable ER13773 "D35-36 BEG OCCUPATION PRESENT EMP (WF-E)" ; +label variable ER13774 "D37 STARTING WAGE" ; +label variable ER13775 "D37 STARTING WAGE PER" ; +label variable ER13776 "D38 STARTING HR/WK" ; +label variable ER13777 "D39 PRES EMP JAN (W-E)" ; +label variable ER13778 "D39 PRES EMP FEB (W-E)" ; +label variable ER13779 "D39 PRES EMP MAR (W-E)" ; +label variable ER13780 "D39 PRES EMP APR (W-E)" ; +label variable ER13781 "D39 PRES EMP MAY (W-E)" ; +label variable ER13782 "D39 PRES EMP JUN (W-E)" ; +label variable ER13783 "D39 PRES EMP JUL (W-E)" ; +label variable ER13784 "D39 PRES EMP AUG (W-E)" ; +label variable ER13785 "D39 PRES EMP SEP (W-E)" ; +label variable ER13786 "D39 PRES EMP OCT (W-E)" ; +label variable ER13787 "D39 PRES EMP NOV (W-E)" ; +label variable ER13788 "D39 PRES EMP DEC (W-E)" ; +label variable ER13789 "D41-D41A OCCUPATION-OTHER EMP (WF-E)" ; +label variable ER13790 "D41B INDUSTRY-OTHER EMPLOYER (WF-E)" ; +label variable ER13791 "D42 OTR EMP JAN (W-E)" ; +label variable ER13792 "D42 OTR EMP FEB (W-E)" ; +label variable ER13793 "D42 OTR EMP MAR (W-E)" ; +label variable ER13794 "D42 OTR EMP APR (W-E)" ; +label variable ER13795 "D42 OTR EMP MAY (W-E)" ; +label variable ER13796 "D42 OTR EMP JUN (W-E)" ; +label variable ER13797 "D42 OTR EMP JUL (W-E)" ; +label variable ER13798 "D42 OTR EMP AUG (W-E)" ; +label variable ER13799 "D42 OTR EMP SEP (W-E)" ; +label variable ER13800 "D42 OTR EMP OCT (W-E)" ; +label variable ER13801 "D42 OTR EMP NOV (W-E)" ; +label variable ER13802 "D42 OTR EMP DEC (W-E)" ; +label variable ER13803 "D42A OVERLAP CODE" ; +label variable ER13804 "D43 WORK SELF/OTR?(WF-E)" ; +label variable ER13805 "D44 CORP/UNCORP BUS(W-E)" ; +label variable ER13806 "D45 WORK FOR GOVT?(WF-E)" ; +label variable ER13807 "D45A AMOUNT MADE 19" ; +label variable ER13808 "D45A AMOUNT MADE PER" ; +label variable ER13809 "D45B HOURS PER WEEK" ; +label variable ER13810 "D46 CHG POS OTR EMP(W-E)" ; +label variable ER13811 "D46A MO CHGE POS (WF-E)" ; +label variable ER13812 "D47 TYPE CHG OTR EMP W-E" ; +label variable ER13813 "D48 MO BEG OTR EMP(WF-E)" ; +label variable ER13814 "D48 YR BEG OTR EMP(WF-E)" ; +label variable ER13815 "D49-49A BEG OCCUPATION-OTHER EMP (WF-E)" ; +label variable ER13816 "D51 STARTING WAGE" ; +label variable ER13817 "D51 STARTING WAGE PER" ; +label variable ER13818 "D52 BEG HR/WK OTR EMP WF" ; +label variable ER13819 "D53 STOP WRK OTR EMP W-E" ; +label variable ER13820 "D54 MO END OTR EMP (W-E)" ; +label variable ER13821 "D54 YR END OTR EMP (W-E)" ; +label variable ER13822 "D55 WHY LEFT-OTHER EMP (WF-E)" ; +label variable ER13823 "D56 AMOUNT FINAL WAGES" ; +label variable ER13824 "D56 AMOUNT WAGES PER" ; +label variable ER13825 "D57A END HR/WK OTR EM WF" ; +label variable ER13826 "D60 WTR OTRS ILL (WF-E)" ; +label variable ER13827 "D61 DAYS OTHER SICK" ; +label variable ER13828 "D61 WEEKS OTHER SICK" ; +label variable ER13829 "D61 MONTHS OTHER SICK" ; +label variable ER13830 "D63 WTR SELF ILL (WF-E)" ; +label variable ER13831 "D64 DAYS SELF SICK" ; +label variable ER13832 "D64 WEEKS SELF SICK" ; +label variable ER13833 "D64 MONTHS SELF SICK" ; +label variable ER13834 "D66 WTR VACATION (WF-E)" ; +label variable ER13835 "D67 DAYS VACATION" ; +label variable ER13836 "D67 WEEKS VACATION" ; +label variable ER13837 "D67 MONTHS VACATION" ; +label variable ER13838 "D69 WTR STRIKE (WF-E)" ; +label variable ER13839 "D70 DAYS STRIKE" ; +label variable ER13840 "D70 WEEKS STRIKE" ; +label variable ER13841 "D70 MONTHS STRIKE" ; +label variable ER13842 "D72 WTR UNEMPLOYED(WF-E)" ; +label variable ER13843 "D73 DAYS UNEMPLOYED" ; +label variable ER13844 "D73 WEEKS UNEMPLOYED" ; +label variable ER13845 "D73 MONTHS UNEMPLOYED" ; +label variable ER13846 "D74A UNEMPLOYED JAN" ; +label variable ER13847 "D74A UNEMPLOYED FEB" ; +label variable ER13848 "D74A UNEMPLOYED MAR" ; +label variable ER13849 "D74A UNEMPLOYED APR" ; +label variable ER13850 "D74A UNEMPLOYED MAY" ; +label variable ER13851 "D74A UNEMPLOYED JUN" ; +label variable ER13852 "D74A UNEMPLOYED JUL" ; +label variable ER13853 "D74A UNEMPLOYED AUG" ; +label variable ER13854 "D74A UNEMPLOYED SEP" ; +label variable ER13855 "D74A UNEMPLOYED OCT" ; +label variable ER13856 "D74A UNEMPLOYED NOV" ; +label variable ER13857 "D74A UNEMPLOYED DEC" ; +label variable ER13858 "D75 WTR OUT LAB FRC(W-E)" ; +label variable ER13859 "D76 DAYS OUT OF LAB FORC" ; +label variable ER13860 "D76 WEEKS OUT OF LAB FOR" ; +label variable ER13861 "D76 MONTHS OUT OF LAB FO" ; +label variable ER13862 "D77A OUT LABR FORC JAN" ; +label variable ER13863 "D77A OUT LABR FORC FEB" ; +label variable ER13864 "D77A OUT LABR FORC MAR" ; +label variable ER13865 "D77A OUT LABR FORC APR" ; +label variable ER13866 "D77A OUT LABR FORC MAY" ; +label variable ER13867 "D77A OUT LABR FORC JUN" ; +label variable ER13868 "D77A OUT LABR FORC JUL" ; +label variable ER13869 "D77A OUT LABR FORC AUG" ; +label variable ER13870 "D77A OUT LABR FORC SEP" ; +label variable ER13871 "D77A OUT LABR FORC OCT" ; +label variable ER13872 "D77A OUT LABR FORC NOV" ; +label variable ER13873 "D77A OUT LABR FORC DEC" ; +label variable ER13874 "D COMPUTED WKS WORKED" ; +label variable ER13875 "D79 # HR/WK WORKED (W-E)" ; +label variable ER13876 "D80 WTR WORKED OT (WF-E)" ; +label variable ER13877 "D81 HOURS OF OVERTIME" ; +label variable ER13878 "D82 WTR XTRA JOBS (WF-E)" ; +label variable ER13879 "D83 WORK FOR GOVT?(WF-E)" ; +label variable ER13880 "D84-85 OCCUPATION-EXTRA JOB1 (WF-E)" ; +label variable ER13881 "D86 INDUSTRY-EXTRA JOB1 (WF-E)" ; +label variable ER13882 "D87 AMT MADE XTRA JOB1" ; +label variable ER13883 "D87 AMT MADE JOB1 PER" ; +label variable ER13884 "D88 # WKS XTRA JOB1(W-E)" ; +label variable ER13885 "D89 HR/WK XTRA JOB1(W-E)" ; +label variable ER13886 "D90 MO BEG XTRA JOB1 W-E" ; +label variable ER13887 "D90 YR BEG XTRA JOB1 W-E" ; +label variable ER13888 "D91 WRK XJB1 JAN (W-E)" ; +label variable ER13889 "D91 WRK XJB1 FEB (W-E)" ; +label variable ER13890 "D91 WRK XJB1 MAR (W-E)" ; +label variable ER13891 "D91 WRK XJB1 APR (W-E)" ; +label variable ER13892 "D91 WRK XJB1 MAY (W-E)" ; +label variable ER13893 "D91 WRK XJB1 JUN (W-E)" ; +label variable ER13894 "D91 WRK XJB1 JUL (W-E)" ; +label variable ER13895 "D91 WRK XJB1 AUG (W-E)" ; +label variable ER13896 "D91 WRK XJB1 SEP (W-E)" ; +label variable ER13897 "D91 WRK XJB1 OCT (W-E)" ; +label variable ER13898 "D91 WRK XJB1 NOV (W-E)" ; +label variable ER13899 "D91 WRK XJB1 DEC (W-E)" ; +label variable ER13900 "D92 STOP WRK XJOB1 (W-E)" ; +label variable ER13901 "D93 MO END XJOB1 (WF-E)" ; +label variable ER13902 "D93 YR END XJOB1 (WF-E)" ; +label variable ER13903 "D94 WTR OTR XJOB (WF-E)" ; +label variable ER13904 "D95 WRK FOR GOV XJB2 W-E" ; +label variable ER13905 "D96-97 OCCUPATION-EXTRA JOB2 (WF-E)" ; +label variable ER13906 "D98 INDUSTRY-EXTRA JOB2 (WF-E)" ; +label variable ER13907 "D99 AMT MADE XTRA JOB2" ; +label variable ER13908 "D99 AMT MADE JOB2 PER" ; +label variable ER13909 "D100 #WKS XTRA JB2+(W-E)" ; +label variable ER13910 "D101 AV HR/WK X JB2+ W-E" ; +label variable ER13911 "D102 MO BEG XJOB2 (W-E)" ; +label variable ER13912 "D102 YR BEG XJOB2 (W-E)" ; +label variable ER13913 "D103 WRK XJOB2 JAN W-E" ; +label variable ER13914 "D103 WRK XJOB2 FEB W-E" ; +label variable ER13915 "D103 WRK XJOB2 MAR W-E" ; +label variable ER13916 "D103 WRK XJOB2 APR W-E" ; +label variable ER13917 "D103 WRK XJOB2 MAY W-E" ; +label variable ER13918 "D103 WRK XJOB2 JUN W-E" ; +label variable ER13919 "D103 WRK XJOB2 JUL W-E" ; +label variable ER13920 "D103 WRK XJOB2 AUG W-E" ; +label variable ER13921 "D103 WRK XJOB2 SEP W-E" ; +label variable ER13922 "D103 WRK XJOB2 OCT W-E" ; +label variable ER13923 "D103 WRK XJOB2 NOV W-E" ; +label variable ER13924 "D103 WRK XJOB2 DEC W-E" ; +label variable ER13925 "D104 STOP WRK XJOB2 W-E" ; +label variable ER13926 "D105 MO END XJOB2 (WF-E)" ; +label variable ER13927 "D105 YR END XJOB2 (WF-E)" ; +label variable ER13928 "D110 WRK FOR GOV XJB3 WE" ; +label variable ER13929 "D110A OCCUPATION-EXTRA JOB3 (WF-E)" ; +label variable ER13930 "D110B INDUSTRY-EXTRA JOB3 (WF-E)" ; +label variable ER13931 "D111 AMT MADE XTRA JOB3" ; +label variable ER13932 "D111 AMT MADE JOB3 PER" ; +label variable ER13933 "D112 #WKS XTRA JOB3" ; +label variable ER13934 "D113 HR/WK XTRA JOB3" ; +label variable ER13935 "D114 MO BEG XTRA JOB3" ; +label variable ER13936 "D114 YR BEG XTRA JOB3" ; +label variable ER13937 "MONTHS XTRA JOB3 JAN" ; +label variable ER13938 "MONTHS XTRA JOB3 FEB" ; +label variable ER13939 "MONTHS XTRA JOB3 MAR" ; +label variable ER13940 "MONTHS XTRA JOB3 APR" ; +label variable ER13941 "MONTHS XTRA JOB3 MAY" ; +label variable ER13942 "MONTHS XTRA JOB3 JUN" ; +label variable ER13943 "MONTHS XTRA JOB3 JUL" ; +label variable ER13944 "MONTHS XTRA JOB3 AUG" ; +label variable ER13945 "MONTHS XTRA JOB3 SEP" ; +label variable ER13946 "MONTHS XTRA JOB3 OCT" ; +label variable ER13947 "MONTHS XTRA JOB3 NOV" ; +label variable ER13948 "MONTHS XTRA JOB3 DEC" ; +label variable ER13949 "D116 STOP WRK XTRA JOB3" ; +label variable ER13950 "D117 MO END XTRA JOB3" ; +label variable ER13951 "D117 YR END XTRA JOB3" ; +label variable ER13952 "D119 WORK FOR GOVT? JOB4" ; +label variable ER13953 "D120 OCCUPATION-EXTRA JOB4 (WF-E)" ; +label variable ER13954 "D121 INDUSTRY-EXTRA JOB4 (WF-E)" ; +label variable ER13955 "D123 AMT MADE XTRA JOB4" ; +label variable ER13956 "D123 AMT MADE JOB4 PER" ; +label variable ER13957 "D124 #WKS XTRA JOB4" ; +label variable ER13958 "D125 HR/WK XTRA JOB4" ; +label variable ER13959 "D126 MO BEG XTRA JOB4" ; +label variable ER13960 "D126 YR BEG XTRA JOB4" ; +label variable ER13961 "MONTHS XTRA JOB4 JAN" ; +label variable ER13962 "MONTHS XTRA JOB4 FEB" ; +label variable ER13963 "MONTHS XTRA JOB4 MAR" ; +label variable ER13964 "MONTHS XTRA JOB4 APR" ; +label variable ER13965 "MONTHS XTRA JOB4 MAY" ; +label variable ER13966 "MONTHS XTRA JOB4 JUN" ; +label variable ER13967 "MONTHS XTRA JOB4 JUL" ; +label variable ER13968 "MONTHS XTRA JOB4 AUG" ; +label variable ER13969 "MONTHS XTRA JOB4 SEP" ; +label variable ER13970 "MONTHS XTRA JOB4 OCT" ; +label variable ER13971 "MONTHS XTRA JOB4 NOV" ; +label variable ER13972 "MONTHS XTRA JOB4 DEC" ; +label variable ER13973 "D128 STOP WRK XTRA JOB4" ; +label variable ER13974 "D129 MO END XTRA JOB4" ; +label variable ER13975 "D129 YR END XTRA JOB4" ; +label variable ER13976 "E1 WTR LOOK FOR JOB(W-U)" ; +label variable ER13977 "E2 FIND JOB 1 (W-U)" ; +label variable ER13978 "E2 FIND JOB 2 (W-U)" ; +label variable ER13979 "E2 FIND JOB 3 (W-U)" ; +label variable ER13980 "E2 FIND JOB 4 (W-U)" ; +label variable ER13981 "E2 FIND JOB 5 (W-U)" ; +label variable ER13982 "E2 FIND JOB 6 (W-U)" ; +label variable ER13983 "E2 FIND JOB 7 (W-U)" ; +label variable ER13984 "E2 FIND JOB 8 (W-U)" ; +label variable ER13985 "E3 YRS LOOK WRK (W-U)" ; +label variable ER13986 "E3 MOS LOOK WRK (W-U)" ; +label variable ER13987 "E3 WKS LOOK WRK (W-U)" ; +label variable ER13988 "E4 EVER WORKED? (WF-U)" ; +label variable ER13989 "E5 MO LAST WORKED (WF-U)" ; +label variable ER13990 "E5 YR LAST WORKED (WF-U)" ; +label variable ER13991 "E6 WTR UNEMP (W-U)" ; +label variable ER13992 "E7 # WK UNEMP (W-U)" ; +label variable ER13993 "E8 LOOKING FOR WORK JAN" ; +label variable ER13994 "E8 LOOKING FOR WORK FEB" ; +label variable ER13995 "E8 LOOKING FOR WORK MAR" ; +label variable ER13996 "E8 LOOKING FOR WORK APR" ; +label variable ER13997 "E8 LOOKING FOR WORK MAY" ; +label variable ER13998 "E8 LOOKING FOR WORK JUN" ; +label variable ER13999 "E8 LOOKING FOR WORK JUL" ; +label variable ER14000 "E8 LOOKING FOR WORK AUG" ; +label variable ER14001 "E8 LOOKING FOR WORK SEP" ; +label variable ER14002 "E8 LOOKING FOR WORK OCT" ; +label variable ER14003 "E8 LOOKING FOR WORK NOV" ; +label variable ER14004 "E8 LOOKING FOR WORK DEC" ; +label variable ER14005 "E9-10 OCCUPATION-LAST JOB (WF-U)" ; +label variable ER14006 "E11 INDUSTRY-LAST JOB (WF-U)" ; +label variable ER14007 "E12 WRK SELF/OTR? (WF-U)" ; +label variable ER14008 "E13 CORP/UNCORP BUS(W-U)" ; +label variable ER14009 "E14 WORK FOR GOVT? (W-U)" ; +label variable ER14010 "E15 WHY LAST JOB END (WF-U)" ; +label variable ER14011 "E16 MO BEG LAST EMP (W-U" ; +label variable ER14012 "E16 YR BEG LAST EMP (W-U" ; +label variable ER14013 "E17 BEG WK LAST POS(W-U)" ; +label variable ER14014 "E18 MO BEG LAST POS(W-U)" ; +label variable ER14015 "E18 YR BEG LAST POS(W-U)" ; +label variable ER14016 "E19 CHGE POS (WF-U)" ; +label variable ER14017 "E20 MO CHGE POS (WF-U)" ; +label variable ER14018 "E21 TYPE OF CHGE (WF-U)" ; +label variable ER14019 "E22 MO BEG LAST POS(W-U)" ; +label variable ER14020 "E22 YR BEG LAST POS(W-U)" ; +label variable ER14021 "E23 MO BEG LAST POS(W-U)" ; +label variable ER14022 "E23 YR BEG LAST POS(W-U)" ; +label variable ER14023 "E24 CHGE POS (WF-U)" ; +label variable ER14024 "E25 MO CHGE POS (WF-U)" ; +label variable ER14025 "E26 TYPE OF CHGE (WF-U)" ; +label variable ER14026 "E27-28 BEG OCCUPATION-LAST EMP (WF-U)" ; +label variable ER14027 "E29 STARTING WAGE" ; +label variable ER14028 "E29 STARTING WAGE PER" ; +label variable ER14029 "E30 HR/WK BEG LAST EMP W" ; +label variable ER14030 "E31 LAST EMP JAN (W-U)" ; +label variable ER14031 "E31 LAST EMP FEB (W-U)" ; +label variable ER14032 "E31 LAST EMP MAR (W-U)" ; +label variable ER14033 "E31 LAST EMP APR ( W-U)" ; +label variable ER14034 "E31 LAST EMP MAY (W-U)" ; +label variable ER14035 "E31 LAST EMP JUN (W-U)" ; +label variable ER14036 "E31 LAST EMP JUL (W-U)" ; +label variable ER14037 "E31 LAST EMP AUG (W-U)" ; +label variable ER14038 "E31 LAST EMP SEP ( W-U)" ; +label variable ER14039 "E31 LAST EMP OCT (W-U)" ; +label variable ER14040 "E31 LAST EMP NOV (W-U)" ; +label variable ER14041 "E31 LAST EMP DEC (W-U)" ; +label variable ER14042 "E33-E33A OCCUPATION-OTR EMPLOYER (WF-U)" ; +label variable ER14043 "E33B INDUSTRY-OTHER EMPLOYER (WF-U)" ; +label variable ER14044 "E34 OTR EMP JAN (W-U)" ; +label variable ER14045 "E34 OTR EMP FEB (W-U)" ; +label variable ER14046 "E34 OTR EMP MAR (W-U)" ; +label variable ER14047 "E34 OTR EMP APR (W-U)" ; +label variable ER14048 "E34 OTR EMP MAY (W-U)" ; +label variable ER14049 "E34 OTR EMP JUN (W-U)" ; +label variable ER14050 "E34 OTR EMP JUL (W-U)" ; +label variable ER14051 "E34 OTR EMP AUG (W-U)" ; +label variable ER14052 "E34 OTR EMP SEP (W-U)" ; +label variable ER14053 "E34 OTR EMP OCT (W-U)" ; +label variable ER14054 "E34 OTR EMP NOV (W-U)" ; +label variable ER14055 "E34 OTR EMP DEC (W-U)" ; +label variable ER14056 "E31/E34 OVERLAP" ; +label variable ER14057 "E35 WORK SELF/OTR?(WF-U)" ; +label variable ER14058 "E36 CORP/UNCORP BUS(W-U)" ; +label variable ER14059 "E37 WRK GOV-OTH EMP W-U" ; +label variable ER14060 "E37A AMT MADE THIS JOB" ; +label variable ER14061 "E37A AMT MADE PER" ; +label variable ER14062 "E37B # HR/WK WORKED W-U" ; +label variable ER14063 "E38 CHG POS OTR EMP(W-U)" ; +label variable ER14064 "E38A MO CHGE POS (WF-U)" ; +label variable ER14065 "E39 TYPE CHG OTR EMP W-U" ; +label variable ER14066 "E40 MO BEG OTR EMP(WF-U)" ; +label variable ER14067 "E40 YR BEG OTR EMP(WF-U)" ; +label variable ER14068 "E41-41A BEG OCCUPATION-OTR EMP (WF-U)" ; +label variable ER14069 "E43 STARTING WAGE" ; +label variable ER14070 "E43 STARTING WAGE PER" ; +label variable ER14071 "E44 BEG HR/WK OTR EMP WF" ; +label variable ER14072 "E45 STOP WRK OTR EMP W-U" ; +label variable ER14073 "E46 MO END OTR EMP(WF-U)" ; +label variable ER14074 "E46 YR END OTR EMP(WF-U)" ; +label variable ER14075 "E47 WHY LEFT-OTHER EMPLOYER (WF-U)" ; +label variable ER14076 "E48 FINAL SAL/WAGE AMT" ; +label variable ER14077 "E48 FINAL SAL/WAGE PER" ; +label variable ER14078 "E49A END HR/WK OTR EMP W" ; +label variable ER14079 "E52 WTR OTRS ILL (WF-U)" ; +label variable ER14080 "E53 DAYS OTHER SICK" ; +label variable ER14081 "E53 WEEKS OTHER SICK" ; +label variable ER14082 "E53 MONTHS OTHER SICK" ; +label variable ER14083 "E55 WTR SELF ILL (WF-U)" ; +label variable ER14084 "E56 DAYS SELF SICK" ; +label variable ER14085 "E56 WEEKS SELF SICK" ; +label variable ER14086 "E56 MONTHS SELF SICK" ; +label variable ER14087 "E58 WTR VACATION (WF-U)" ; +label variable ER14088 "E59 DAYS VACATION" ; +label variable ER14089 "E59 WEEKS VACATION" ; +label variable ER14090 "E59 MONTHS VACATION" ; +label variable ER14091 "E61 WTR ON STRIKE (WF-U)" ; +label variable ER14092 "E62 DAYS STRIKE" ; +label variable ER14093 "E62 WEEKS STRIKE" ; +label variable ER14094 "E62 MONTHS STRIKE" ; +label variable ER14095 "E64 WTR UNEMPLOYED (W-U)" ; +label variable ER14096 "E65 DAYS UNEMPLOYED" ; +label variable ER14097 "E65 WEEKS UNEMPLOYED" ; +label variable ER14098 "E65 MONTHS UNEMPLOYED" ; +label variable ER14099 "E66A UNEMPLOYED JAN" ; +label variable ER14100 "E66A UNEMPLOYED FEB" ; +label variable ER14101 "E66A UNEMPLOYED MAR" ; +label variable ER14102 "E66A UNEMPLOYED APR" ; +label variable ER14103 "E66A UNEMPLOYED MAY" ; +label variable ER14104 "E66A UNEMPLOYED JUN" ; +label variable ER14105 "E66A UNEMPLOYED JUL" ; +label variable ER14106 "E66A UNEMPLOYED AUG" ; +label variable ER14107 "E66A UNEMPLOYED SEP" ; +label variable ER14108 "E66A UNEMPLOYED OCT" ; +label variable ER14109 "E66A UNEMPLOYED NOV" ; +label variable ER14110 "E66A UNEMPLOYED DEC" ; +label variable ER14111 "E67 WTR OUT LAB FRC(W-U)" ; +label variable ER14112 "E68 DAYS OUT LABOR FORCE" ; +label variable ER14113 "E68 WEEKS OUT LABOR FORC" ; +label variable ER14114 "E68 MONTHS OUT LABR FORC" ; +label variable ER14115 "E69A OUT LABOR FORCE JAN" ; +label variable ER14116 "E69A OUT LABOR FORCE FEB" ; +label variable ER14117 "E69A OUT LABOR FORCE MAR" ; +label variable ER14118 "E69A OUT LABOR FORCE APR" ; +label variable ER14119 "E69A OUT LABOR FORCE MAY" ; +label variable ER14120 "E69A OUT LABOR FORCE JUN" ; +label variable ER14121 "E69A OUT LABOR FORCE JUL" ; +label variable ER14122 "E69A OUT LABOR FORCE AUG" ; +label variable ER14123 "E69A OUT LABOR FORCE SEP" ; +label variable ER14124 "E69A OUT LABOR FORCE OCT" ; +label variable ER14125 "E69A OUT LABOR FORCE NOV" ; +label variable ER14126 "E69A OUT LABOR FORCE DEC" ; +label variable ER14127 "E70 WEEKS WORKED" ; +label variable ER14128 "E71 HR/WK WORKED (WF-U)" ; +label variable ER14129 "E72 WTR WORKED OT (WF-U)" ; +label variable ER14130 "E73 AMOUNT OVERTIME" ; +label variable ER14131 "E74 WTR XTRA JOBS (WF-U)" ; +label variable ER14132 "E75 WORK FOR GOVT?(WF-U)" ; +label variable ER14133 "E76-76A OCCUPATION-EXTRA JOB1 (WF-U)" ; +label variable ER14134 "E77 INDUSTRY-EXTRA JOB1 (WF-U)" ; +label variable ER14135 "E79 AMT MADE XTRA JOB1" ; +label variable ER14136 "E79 AMT MADE JOB1 PER" ; +label variable ER14137 "E80 # WKS EXTRA JOB1 W-U" ; +label variable ER14138 "E81 HR/WK XTRA JOB1(W-U)" ; +label variable ER14139 "E82 MO BEG XTRA JOB1 W-U" ; +label variable ER14140 "E82 YR BEG XTRA JOB1 W-U" ; +label variable ER14141 "E83 WRK XJOB1 JAN W-U" ; +label variable ER14142 "E83 WRK XJOB1 FEB W-U" ; +label variable ER14143 "E83 WRK XJOB1 MAR W-U" ; +label variable ER14144 "E83 WRK XJOB1 APR W-U" ; +label variable ER14145 "E83 WRK XJOB1 MAY W-U" ; +label variable ER14146 "E83 WRK XJOB1 JUN W-U" ; +label variable ER14147 "E83 WRK XJOB1 JUL W-U" ; +label variable ER14148 "E83 WRK XJOB1 AUG W-U" ; +label variable ER14149 "E83 WRK XJOB1 SEP W-U" ; +label variable ER14150 "E83 WRK XJOB1 OCT W-U" ; +label variable ER14151 "E83 WRK XJOB1 NOV W-U" ; +label variable ER14152 "E83 WRK XJOB1 DEC W-U" ; +label variable ER14153 "E84 STOP WORK XJOB1 W-U" ; +label variable ER14154 "E85 MO END XJOB1 (WF-U)" ; +label variable ER14155 "E85 YR END XJOB1 (WF-U)" ; +label variable ER14156 "E87 WRK FOR GOV XJB2 W-U" ; +label variable ER14157 "E88-89 OCCUPATION-EXTRA JOB2 (WF-U)" ; +label variable ER14158 "E90 INDUSTRY-EXTRA JOB2 (WF-U)" ; +label variable ER14159 "E91 AMT MADE XTRA JOB2" ; +label variable ER14160 "E91 AMT MADE JOB2 PER" ; +label variable ER14161 "E92 # WK XTRA JOB2+(W-U)" ; +label variable ER14162 "E93 AV HR/WK X JB2+(W-U)" ; +label variable ER14163 "E94 MO BEG XJOB2 (W-U)" ; +label variable ER14164 "E94 YR BEG XJOB2 (W-U)" ; +label variable ER14165 "E95 WRK XJOB2 JAN W-U" ; +label variable ER14166 "E95 WRK XJOB2 FEB W-U" ; +label variable ER14167 "E95 WRK XJOB2 MAR W-U" ; +label variable ER14168 "E95 WRK X JOB2 APR W-U" ; +label variable ER14169 "E95 WRK XJOB2 MAY W-U" ; +label variable ER14170 "E95 WRK XJOB2 JUN W-U" ; +label variable ER14171 "E95 WRK XJOB2 JUL W-U" ; +label variable ER14172 "E95 WRK XJOB2 AUG W-U" ; +label variable ER14173 "E95 WRK X JOB2 SEP W-U" ; +label variable ER14174 "E95 WRK XJOB2 OCT W-U" ; +label variable ER14175 "E95 WRK XJOB2 NOV W-U" ; +label variable ER14176 "E95 WRK XJOB2 DEC W-U" ; +label variable ER14177 "E96 STOP WORK XJOB2 W-U" ; +label variable ER14178 "E97 MO END JOB2 (WF-U)" ; +label variable ER14179 "E97 YR END JOB2 (WF-U)" ; +label variable ER14180 "E99 WRK FOR GOV XJOB3 WU" ; +label variable ER14181 "E100 OCCUPATION-EXTRA JOB3 (WF-U)" ; +label variable ER14182 "E101 INDUSTRY-EXTRA JOB3 (WF-U)" ; +label variable ER14183 "E103 AMT MADE XTRA JOB3" ; +label variable ER14184 "E103 AMT MADE JOB3 PER" ; +label variable ER14185 "E104 #WEEKS XTRA JOB3" ; +label variable ER14186 "E105 HRS/WK XTRA JOB3" ; +label variable ER14187 "E106 MO BEG XTRA JOB3" ; +label variable ER14188 "E106 YR BEG XTRA JOB3" ; +label variable ER14189 "E107 EXTRA JOB3 JAN" ; +label variable ER14190 "E107 EXTRA JOB3 FEB" ; +label variable ER14191 "E107 EXTRA JOB3 MAR" ; +label variable ER14192 "E107 EXTRA JOB3 APR" ; +label variable ER14193 "E107 EXTRA JOB3 MAY" ; +label variable ER14194 "E107 EXTRA JOB3 JUN" ; +label variable ER14195 "E107 EXTRA JOB3 JUL" ; +label variable ER14196 "E107 EXTRA JOB3 AUG" ; +label variable ER14197 "E107 EXTRA JOB3 SEP" ; +label variable ER14198 "E107 EXTRA JOB3 OCT" ; +label variable ER14199 "E107 EXTRA JOB3 NOV" ; +label variable ER14200 "E107 EXTRA JOB3 DEC" ; +label variable ER14201 "E108 STOP WRK XTRA JOB3" ; +label variable ER14202 "E109 MO END XTRA JOB3" ; +label variable ER14203 "E109 YR END XTRA JOB3" ; +label variable ER14204 "E114 WRK FOR GOV XJB4 WU" ; +label variable ER14205 "E114A OCCUPATION-EXTRA JOB4 (WF-U)" ; +label variable ER14206 "E114B INDUSTRY-EXTRA JOB4 (WF-U)" ; +label variable ER14207 "E115 AMT MADE XTRA JOB4" ; +label variable ER14208 "E115 AMT MADE JOB4 PER" ; +label variable ER14209 "E116 #WEEKS XTRA JOB4" ; +label variable ER14210 "E117 HRS/WK XTRA JOB4" ; +label variable ER14211 "E118 MO BEG XTRA JOB4" ; +label variable ER14212 "E118 YR BEG XTRA JOB4" ; +label variable ER14213 "E119 EXTRA JOB4 JAN" ; +label variable ER14214 "E119 EXTRA JOB4 FEB" ; +label variable ER14215 "E119 EXTRA JOB4 MAR" ; +label variable ER14216 "E119 EXTRA JOB4 APR" ; +label variable ER14217 "E119 EXTRA JOB4 MAY" ; +label variable ER14218 "E119 EXTRA JOB4 JUN" ; +label variable ER14219 "E119 EXTRA JOB4 JUL" ; +label variable ER14220 "E119 EXTRA JOB4 AUG" ; +label variable ER14221 "E119 EXTRA JOB4 SEP" ; +label variable ER14222 "E119 EXTRA JOB4 OCT" ; +label variable ER14223 "E119 EXTRA JOB4 NOV" ; +label variable ER14224 "E119 EXTRA JOB4 DEC" ; +label variable ER14225 "E120 STOP WRK XTRA JOB4" ; +label variable ER14226 "E121 MO END XTRA JOB4" ; +label variable ER14227 "E121 YR END XTRA JOB4" ; +label variable ER14228 "F1 CKPT:TYPE HD+WF" ; +label variable ER14229 "F2 HOUSEWORK HRS-WIFE" ; +label variable ER14230 "F3 HOUSEWORK HOURS-HEAD" ; +label variable ER14231 "F5 FAM TOGETHR MAIN MEAL" ; +label variable ER14232 "F7 COST CHILD CARE 19" ; +label variable ER14233 "F7A WTR CHILD IN DAY CARE CNTR PREV YR" ; +label variable ER14234 "F7B WTR MEALS/SNACKS PROVIDED TO CHILD" ; +label variable ER14235 "F7C WTR DAY CARE IN CHILD/ADULT FOOD PGM" ; +label variable ER14236 "F7D WTR ADULT IN ADULT DAY CARE PREV YR" ; +label variable ER14237 "F7E WTR MEALS/SNACKS PROVIDED TO ADULT" ; +label variable ER14238 "F7F WTR CENTER IN CHILD/ADULT FOOD PGM" ; +label variable ER14239 "F7G AMT PAID FOR ADULT DAY CARE" ; +label variable ER14240 "F8 WTR USED FOOD STAMPS IN 1997" ; +label variable ER14241 "F9 VALUE OF FOOD STAMPS IN 1997" ; +label variable ER14242 "F9 TIME UNIT-VALUE FOOD STAMPS IN 1997" ; +label variable ER14243 "F10 WTR RECEIVED FOOD STAMPS JAN 1997" ; +label variable ER14244 "F10 WTR RECEIVED FOOD STAMPS FEB 1997" ; +label variable ER14245 "F10 WTR RECEIVED FOOD STAMPS MAR 1997" ; +label variable ER14246 "F10 WTR RECEIVED FOOD STAMPS APR 1997" ; +label variable ER14247 "F10 WTR RECEIVED FOOD STAMPS MAY 1997" ; +label variable ER14248 "F10 WTR RECEIVED FOOD STAMPS JUN 1997" ; +label variable ER14249 "F10 WTR RECEIVED FOOD STAMPS JUL 1997" ; +label variable ER14250 "F10 WTR RECEIVED FOOD STAMPS AUG 1997" ; +label variable ER14251 "F10 WTR RECEIVED FOOD STAMPS SEP 1997" ; +label variable ER14252 "F10 WTR RECEIVED FOOD STAMPS OCT 1997" ; +label variable ER14253 "F10 WTR RECEIVED FOOD STAMPS NOV 1997" ; +label variable ER14254 "F10 WTR RECEIVED FOOD STAMPS DEC 1997" ; +label variable ER14255 "F11 WTR RECEIVED FOOD STAMPS IN 1998" ; +label variable ER14256 "F12 VALUE OF FOOD STAMPS IN 1998" ; +label variable ER14257 "F12 TIME UNIT-VALUE FOOD STAMPS IN 1998" ; +label variable ER14258 "F13 WTR RECEIVED FOOD STAMPS JAN 1998" ; +label variable ER14259 "F13 WTR RECEIVED FOOD STAMPS FEB 1998" ; +label variable ER14260 "F13 WTR RECEIVED FOOD STAMPS MAR 1998" ; +label variable ER14261 "F13 WTR RECEIVED FOOD STAMPS APR 1998" ; +label variable ER14262 "F13 WTR RECEIVED FOOD STAMPS MAY 1998" ; +label variable ER14263 "F13 WTR RECEIVED FOOD STAMPS JUN 1998" ; +label variable ER14264 "F13 WTR RECEIVED FOOD STAMPS JUL 1998" ; +label variable ER14265 "F13 WTR RECEIVED FOOD STAMPS AUG 1998" ; +label variable ER14266 "F13 WTR RECEIVED FOOD STAMPS SEP 1998" ; +label variable ER14267 "F13 WTR RECEIVED FOOD STAMPS OCT 1998" ; +label variable ER14268 "F13 WTR RECEIVED FOOD STAMPS NOV 1998" ; +label variable ER14269 "F13 WTR RECEIVED FOOD STAMPS DEC 1998" ; +label variable ER14270 "F14 WTR RECEIVED FOOD STAMPS IN 1999" ; +label variable ER14271 "F14A WTR RECEIVED FOOD STAMPS JAN 1999" ; +label variable ER14272 "F14A WTR RECEIVED FOOD STAMPS FEB 1999" ; +label variable ER14273 "F14A WTR RECEIVED FOOD STAMPS MAR 1999" ; +label variable ER14274 "F14A WTR RECEIVED FOOD STAMPS APR 1999" ; +label variable ER14275 "F14A WTR RECEIVED FOOD STAMPS MAY 1999" ; +label variable ER14276 "F14A WTR RECEIVED FOOD STAMPS JUN 1999" ; +label variable ER14277 "F14A WTR RECEIVED FOOD STAMPS JUL 1999" ; +label variable ER14278 "F14A WTR RECEIVED FOOD STAMPS AUG 1999" ; +label variable ER14279 "F14A WTR RECEIVED FOOD STAMPS SEP 1999" ; +label variable ER14280 "F14A WTR RECEIVED FOOD STAMPS OCT 1999" ; +label variable ER14281 "F14A WTR RECEIVED FOOD STAMPS NOV 1999" ; +label variable ER14282 "F14A WTR RECEIVED FOOD STAMPS DEC 1999" ; +label variable ER14283 "F14B WTR REC PAPER STMPS/PLASTIC EBT CRD" ; +label variable ER14284 "F15 # FU MEMBERS RECEIVED FOOD STAMPS" ; +label variable ER14285 "F16 VALUE OF FOOD STAMPS RECD THIS YR" ; +label variable ER14286 "F16 VALUE OF FOOD STAMPS PER" ; +label variable ER14287 "F17 WTR BUY FOOD TO USE AT HOME" ; +label variable ER14288 "F18 REPORTED COST OF FOOD AT HOME" ; +label variable ER14289 "F18 COST OF FOOD AT HOME PER" ; +label variable ER14290 "F19 WTR FOOD DELIVERED TO HOME" ; +label variable ER14291 "F20 COST OF DELIVERED FOOD" ; +label variable ER14292 "F20 COST OF DELIVERED FOOD PER" ; +label variable ER14293 "F21 COST OF FOOD EATEN OUT" ; +label variable ER14294 "F21 COST OF FOOD EATEN OUT PER" ; +label variable ER14295 "F22 REPORTED COST OF FOOD AT HOME" ; +label variable ER14296 "F22 COST OF FOOD AT HOME PER" ; +label variable ER14297 "F23 WTR FOOD DELIVERED TO HOME" ; +label variable ER14298 "F24 COST OF DELIVERED FOOD" ; +label variable ER14299 "F24 COST OF DELIVERED FOOD PER" ; +label variable ER14300 "F25 COST OF FOOD EATEN OUT" ; +label variable ER14301 "F25 COST OF FOOD EATEN OUT PER" ; +label variable ER14302 "F26 WTR ENOUGH FOOD AND KIND WANTED" ; +label variable ER14303 "F27A NOT ENOUGH MONEY FOR FOOD" ; +label variable ER14304 "F27B UNABLE TO GET TO STORE" ; +label variable ER14305 "F27C WAS ON A DIET" ; +label variable ER14306 "F27D HEALTH PROBS INTERFERE" ; +label variable ER14307 "F27E STOVE/REFRIG NOT WORKING" ; +label variable ER14308 "F28A WTR WORRY FOOD RUN OUT AND NO MONEY" ; +label variable ER14309 "F28B WTR FOOD GONE AND NO MONEY FOR MORE" ; +label variable ER14310 "F28C WTR CANNOT AFFORD BALANCED MEALS" ; +label variable ER14311 "F29 CKPT: WTR MONEY FOR FOOD A PROBLEM" ; +label variable ER14312 "F30 WTR NO MONEY SO CUT SIZE/SKIP MEAL" ; +label variable ER14313 "F30A FREQUENCY CUT SIZE/SKIP MEALS" ; +label variable ER14314 "F31 WTR ATE LESS THAN SHOULD" ; +label variable ER14315 "F32 HUNGRY BUT NOT AFFORD MORE FOOD" ; +label variable ER14316 "F33 WTR LOST WEIGHT" ; +label variable ER14317 "F34 WTR DID NOT EAT FOR WHOLE DAY" ; +label variable ER14318 "F34A FREQUENCY NOT EAT WHOLE DAY" ; +label variable ER14319 "F35 WTR GOT EMERGENCY FOOD" ; +label variable ER14320 "F36 FREQUENCY GOT EMERGENCY FOOD" ; +label variable ER14321 "F37 WTR ATE AT SOUP KITCHEN" ; +label variable ER14322 "F38 CKPT: WTR CHILD < 18 IN FU LAST YR" ; +label variable ER14323 "F39A MONEY LOW SO CHEAP FOOD TO CHILD" ; +label variable ER14324 "F39B NOT AFFORD BALANCED MEALS FOR CHILD" ; +label variable ER14325 "F39C NOT AFFORD ENOUGH FOOD FOR CHILD" ; +label variable ER14326 "F40 CKPT: WTR FOOD PROBLEMS" ; +label variable ER14327 "F41 MONEY LOW SO CUT SIZE OF CHILD MEALS" ; +label variable ER14328 "F42 WTR MONEY LOW SO CHILD SKIP MEAL" ; +label variable ER14329 "F42A FREQUENCY CHILD SKIP MEAL" ; +label variable ER14330 "F43 CHLD HUNGRY BUT NOT AFFORD MORE FOOD" ; +label variable ER14331 "F44 WTR CHILD NOT EAT FOR A WHOLE DAY" ; +label variable ER14332 "F45 CKPT: WTR DIFFICULTY GET ENOUGH FOOD" ; +label variable ER14333 "F46 DIFFICULTY GET ENOUGH FOOD JAN 1998" ; +label variable ER14334 "F46 DIFFICULTY GET ENOUGH FOOD FEB 1998" ; +label variable ER14335 "F46 DIFFICULTY GET ENOUGH FOOD MAR 1998" ; +label variable ER14336 "F46 DIFFICULTY GET ENOUGH FOOD APR 1998" ; +label variable ER14337 "F46 DIFFICULTY GET ENOUGH FOOD MAY 1998" ; +label variable ER14338 "F46 DIFFICULTY GET ENOUGH FOOD JUN 1998" ; +label variable ER14339 "F46 DIFFICULTY GET ENOUGH FOOD JUL 1998" ; +label variable ER14340 "F46 DIFFICULTY GET ENOUGH FOOD AUG 1998" ; +label variable ER14341 "F46 DIFFICULTY GET ENOUGH FOOD SEP 1998" ; +label variable ER14342 "F46 DIFFICULTY GET ENOUGH FOOD OCT 1998" ; +label variable ER14343 "F46 DIFFICULTY GET ENOUGH FOOD NOV 1998" ; +label variable ER14344 "F46 DIFFICULTY GET ENOUGH FOOD DEC 1998" ; +label variable ER14345 "G1A WHETHER HEAD FARMER" ; +label variable ER14346 "G2 TOTAL FARM RECEIPTS" ; +label variable ER14347 "G3 PYR FARM EXPENSES" ; +label variable ER14348 "G4 PYR NET FARM INCOME" ; +label variable ER14349 "G5 WHETHER BUSINESS" ; +label variable ER14350 "G7A 2-DIGIT INDUSTRY-BUS 1" ; +label variable ER14351 "G8 HEAD OWN BUSINESS 1?" ; +label variable ER14352 "G8 WIFE OWN BUSINESS 1?" ; +label variable ER14353 "G8OTR RELATIVE OWN BUS1?" ; +label variable ER14354 "G8OTHER PERSON OWN BUS1?" ; +label variable ER14355 "HEAD WORK IN BUSINESS 1" ; +label variable ER14356 "HEAD REPORT HRS BUSNS 1" ; +label variable ER14357 "WIFE WORK IN BUSINESS 1" ; +label variable ER14358 "WIFE REPORT HRS BUSNS 1" ; +label variable ER14359 "G10 CORP/UNINCORP BUS1" ; +label variable ER14360 "G11PROFIT/LOSS/EVEN BUS1" ; +label variable ER14361 "G11A PROFIT BUSINESS 1" ; +label variable ER14362 "G11B LOSS BUSINESS1" ; +label variable ER14363 "G7A 2-DIGIT INDUSTRY-BUS 2" ; +label variable ER14364 "G8 HEAD OWN BUSINESS 2?" ; +label variable ER14365 "G8 WIFE OWN BUSINESS 2?" ; +label variable ER14366 "G8OTR RELATIVE OWN BUS2?" ; +label variable ER14367 "G8OTHER PERSON OWN BUS2?" ; +label variable ER14368 "HEAD WORK IN BUSINESS 2" ; +label variable ER14369 "HEAD REPORT HRS BUSNS 2" ; +label variable ER14370 "WIFE WORK IN BUSINESS 2" ; +label variable ER14371 "WIFE REPORT HRS BUSNS 2" ; +label variable ER14372 "G10 CORP/UNINCORP BUS2" ; +label variable ER14373 "G11PROFIT/LOSS/EVEN BUS2" ; +label variable ER14374 "G11A PROFIT BUSINESS 2" ; +label variable ER14375 "G11B LOSS BUSINESS2" ; +label variable ER14376 "G7A 2-DIGIT INDUSTRY-BUS 3" ; +label variable ER14377 "G8 HEAD OWN BUSINESS 3?" ; +label variable ER14378 "G8 WIFE OWN BUSINESS 3?" ; +label variable ER14379 "G8OTR RELATIVE OWN BUS3?" ; +label variable ER14380 "G8OTHER PERSON OWN BUS3?" ; +label variable ER14381 "HEAD WORK IN BUSINESS 3" ; +label variable ER14382 "HEAD REPORT HRS BUSNS 3" ; +label variable ER14383 "WIFE WORK IN BUSINESS 3" ; +label variable ER14384 "WIFE REPORT HRS BUSNS 3" ; +label variable ER14385 "G10 CORP/UNINCORP BUS3" ; +label variable ER14386 "G11PROFIT/LOSS/EVEN BUS3" ; +label variable ER14387 "G11A PROFIT BUSINESS 3" ; +label variable ER14388 "G11B LOSS BUSINESS3" ; +label variable ER14389 "G7A 2-DIGIT INDUSTRY-BUS 4" ; +label variable ER14390 "G8 HEAD OWN BUSINESS 4?" ; +label variable ER14391 "G8 WIFE OWN BUSINESS 4?" ; +label variable ER14392 "G8OTR RELATIVE OWN BUS4?" ; +label variable ER14393 "G8OTHER PERSON OWN BUS4?" ; +label variable ER14394 "HEAD WORK IN BUSINESS 4" ; +label variable ER14395 "HEAD REPORT HRS BUSNS 4" ; +label variable ER14396 "WIFE WORK IN BUSINESS 4" ; +label variable ER14397 "WIFE REPORT HRS BUSNS 4" ; +label variable ER14398 "G10 CORP/UNINCORP BUS4" ; +label variable ER14399 "G11PROFIT/LOSS/EVEN BUS4" ; +label variable ER14400 "G11A PROFIT BUSINESS 4" ; +label variable ER14401 "G11B LOSS BUSINESS4" ; +label variable ER14402 "G7A 2-DIGIT INDUSTRY-BUS 5" ; +label variable ER14403 "G8 HEAD OWN BUSINESS 5?" ; +label variable ER14404 "G8 WIFE OWN BUSINESS 5?" ; +label variable ER14405 "G8OTR RELATIVE OWN BUS5?" ; +label variable ER14406 "G8OTHER PERSON OWN BUS5?" ; +label variable ER14407 "HEAD WORK IN BUSINESS 5" ; +label variable ER14408 "HEAD REPORT HRS BUSNS 5" ; +label variable ER14409 "WIFE WORK IN BUSINESS 5" ; +label variable ER14410 "WIFE REPORT HRS BUSNS 5" ; +label variable ER14411 "G10 CORP/UNINCORP BUS5" ; +label variable ER14412 "G11PROFIT/LOSS/EVEN BUS5" ; +label variable ER14413 "G11A PROFIT BUSINESS 5" ; +label variable ER14414 "G11B LOSS BUSINESS5" ; +label variable ER14415 "G12 HEAD HAVE WAGES" ; +label variable ER14416 "G13 WAGES/SALARY OF HEAD" ; +label variable ER14417 "G14/16 HD BONUS/OT/COMM" ; +label variable ER14418 "HEAD HAVE BONUS" ; +label variable ER14419 "AMT HEAD BONUS" ; +label variable ER14420 "HEAD HAVE OVERTIME" ; +label variable ER14421 "AMT HEAD OVERTIME" ; +label variable ER14422 "HEAD HAVE TIPS" ; +label variable ER14423 "AMT HEAD TIPS" ; +label variable ER14424 "HEAD HAVE COMMISSION" ; +label variable ER14425 "AMT HEAD COMMISSION" ; +label variable ER14426 "HEAD HAVE OTHER" ; +label variable ER14427 "AMT HEAD OTHER" ; +label variable ER14428 "WTR HEAD PROF PRACT" ; +label variable ER14429 "AMT PROF PRACTICE OF HD" ; +label variable ER14430 "AMT PROF PRACTICE PER" ; +label variable ER14431 "PROF/TRADE INCOME H JAN" ; +label variable ER14432 "PROF/TRADE INCOME H FEB" ; +label variable ER14433 "PROF/TRADE INCOME H MAR" ; +label variable ER14434 "PROF/TRADE INCOME H APR" ; +label variable ER14435 "PROF/TRADE INCOME H MAY" ; +label variable ER14436 "PROF/TRADE INCOME H JUN" ; +label variable ER14437 "PROF/TRADE INCOME H JUL" ; +label variable ER14438 "PROF/TRADE INCOME H AUG" ; +label variable ER14439 "PROF/TRADE INCOME H SEP" ; +label variable ER14440 "PROF/TRADE INCOME H OCT" ; +label variable ER14441 "PROF/TRADE INCOME H NOV" ; +label variable ER14442 "PROF/TRADE INCOME H DEC" ; +label variable ER14443 "WORK HRS FOR PROF PRAC" ; +label variable ER14444 "WTR HEAD MKT GDNING" ; +label variable ER14445 "AMT MKT GARDENING OF HD" ; +label variable ER14446 "AMT MKT GARDENING PER" ; +label variable ER14447 "GARDEN/FARM INCOME H JAN" ; +label variable ER14448 "GARDEN/FARM INCOME H FEB" ; +label variable ER14449 "GARDEN/FARM INCOME H MAR" ; +label variable ER14450 "GARDEN/FARM INCOME H APR" ; +label variable ER14451 "GARDEN/FARM INCOME H MAY" ; +label variable ER14452 "GARDEN/FARM INCOME H JUN" ; +label variable ER14453 "GARDEN/FARM INCOME H JUL" ; +label variable ER14454 "GARDEN/FARM INCOME H AUG" ; +label variable ER14455 "GARDEN/FARM INCOME H SEP" ; +label variable ER14456 "GARDEN/FARM INCOME H OCT" ; +label variable ER14457 "GARDEN/FARM INCOME H NOV" ; +label variable ER14458 "GARDEN/FARM INCOME H DEC" ; +label variable ER14459 "WORK HRS FOR MKT GRDNG" ; +label variable ER14460 "WTR HEAD ROOMERS" ; +label variable ER14461 "AMT ROOMERS/BOARDERS HD" ; +label variable ER14462 "AMT ROOMERS/BOARDERS PER" ; +label variable ER14463 "ROOM/BORD INCOME H JAN" ; +label variable ER14464 "ROOM/BORD INCOME H FEB" ; +label variable ER14465 "ROOM/BORD INCOME H MAR" ; +label variable ER14466 "ROOM/BORD INCOME H APR" ; +label variable ER14467 "ROOM/BORD INCOME H MAY" ; +label variable ER14468 "ROOM/BORD INCOME H JUN" ; +label variable ER14469 "ROOM/BORD INCOME H JUL" ; +label variable ER14470 "ROOM/BORD INCOME H AUG" ; +label variable ER14471 "ROOM/BORD INCOME H SEP" ; +label variable ER14472 "ROOM/BORD INCOME H OCT" ; +label variable ER14473 "ROOM/BORD INCOME H NOV" ; +label variable ER14474 "ROOM/BORD INCOME H DEC" ; +label variable ER14475 "WORK HRS FOR ROOMERS" ; +label variable ER14476 "INCL EARNINGS XTRA JOB" ; +label variable ER14477 "AMT FROM XTRA JOBS" ; +label variable ER14478 "WHETHER RENT HEAD" ; +label variable ER14479 "RENT OF HEAD" ; +label variable ER14480 "RENT OF HEAD PER" ; +label variable ER14481 "RENT INCOME HEAD JAN" ; +label variable ER14482 "RENT INCOME HEAD FEB" ; +label variable ER14483 "RENT INCOME HEAD MAR" ; +label variable ER14484 "RENT INCOME HEAD APR" ; +label variable ER14485 "RENT INCOME HEAD MAY" ; +label variable ER14486 "RENT INCOME HEAD JUN" ; +label variable ER14487 "RENT INCOME HEAD JUL" ; +label variable ER14488 "RENT INCOME HEAD AUG" ; +label variable ER14489 "RENT INCOME HEAD SEP" ; +label variable ER14490 "RENT INCOME HEAD OCT" ; +label variable ER14491 "RENT INCOME HEAD NOV" ; +label variable ER14492 "RENT INCOME HEAD DEC" ; +label variable ER14493 "WHETHER DIVIDENDS HEAD" ; +label variable ER14494 "DIVIDENDS OF HEAD" ; +label variable ER14495 "DIVIDENDS OF HEAD PER" ; +label variable ER14496 "DIVIDEND INCOME HEAD JAN" ; +label variable ER14497 "DIVIDEND INCOME HEAD FEB" ; +label variable ER14498 "DIVIDEND INCOME HEAD MAR" ; +label variable ER14499 "DIVIDEND INCOME HEAD APR" ; +label variable ER14500 "DIVIDEND INCOME HEAD MAY" ; +label variable ER14501 "DIVIDEND INCOME HEAD JUN" ; +label variable ER14502 "DIVIDEND INCOME HEAD JUL" ; +label variable ER14503 "DIVIDEND INCOME HEAD AUG" ; +label variable ER14504 "DIVIDEND INCOME HEAD SEP" ; +label variable ER14505 "DIVIDEND INCOME HEAD OCT" ; +label variable ER14506 "DIVIDEND INCOME HEAD NOV" ; +label variable ER14507 "DIVIDEND INCOME HEAD DEC" ; +label variable ER14508 "WHETHER INTEREST HEAD" ; +label variable ER14509 "INTEREST OF HEAD" ; +label variable ER14510 "INTEREST OF HEAD PER" ; +label variable ER14511 "INTEREST INCOME HEAD JAN" ; +label variable ER14512 "INTEREST INCOME HEAD FEB" ; +label variable ER14513 "INTEREST INCOME HEAD MAR" ; +label variable ER14514 "INTEREST INCOME HEAD APR" ; +label variable ER14515 "INTEREST INCOME HEAD MAY" ; +label variable ER14516 "INTEREST INCOME HEAD JUN" ; +label variable ER14517 "INTEREST INCOME HEAD JUL" ; +label variable ER14518 "INTEREST INCOME HEAD AUG" ; +label variable ER14519 "INTEREST INCOME HEAD SEP" ; +label variable ER14520 "INTEREST INCOME HEAD OCT" ; +label variable ER14521 "INTEREST INCOME HEAD NOV" ; +label variable ER14522 "INTEREST INCOME HEAD DEC" ; +label variable ER14523 "WHETHER TRUST FUND HEAD" ; +label variable ER14524 "TRUST FUND OF HEAD" ; +label variable ER14525 "TRUST FUND OF HEAD PER" ; +label variable ER14526 "TRUST/ROYAL INCOME H JAN" ; +label variable ER14527 "TRUST/ROYAL INCOME H FEB" ; +label variable ER14528 "TRUST/ROYAL INCOME H MAR" ; +label variable ER14529 "TRUST/ROYAL INCOME H APR" ; +label variable ER14530 "TRUST/ROYAL INCOME H MAY" ; +label variable ER14531 "TRUST/ROYAL INCOME H JUN" ; +label variable ER14532 "TRUST/ROYAL INCOME H JUL" ; +label variable ER14533 "TRUST/ROYAL INCOME H AUG" ; +label variable ER14534 "TRUST/ROYAL INCOME H SEP" ; +label variable ER14535 "TRUST/ROYAL INCOME H OCT" ; +label variable ER14536 "TRUST/ROYAL INCOME H NOV" ; +label variable ER14537 "TRUST/ROYAL INCOME H DEC" ; +label variable ER14538 "WHETHER ADC/AFDC HEAD" ; +label variable ER14539 "ADC/AFDC OF HEAD" ; +label variable ER14540 "ADC/AFDC OF HEAD PER" ; +label variable ER14541 "ADC/AFDC INCOME HEAD JAN" ; +label variable ER14542 "ADC/AFDC INCOME HEAD FEB" ; +label variable ER14543 "ADC/AFDC INCOME HEAD MAR" ; +label variable ER14544 "ADC/AFDC INCOME HEAD APR" ; +label variable ER14545 "ADC/AFDC INCOME HEAD MAY" ; +label variable ER14546 "ADC/AFDC INCOME HEAD JUN" ; +label variable ER14547 "ADC/AFDC INCOME HEAD JUL" ; +label variable ER14548 "ADC/AFDC INCOME HEAD AUG" ; +label variable ER14549 "ADC/AFDC INCOME HEAD SEP" ; +label variable ER14550 "ADC/AFDC INCOME HEAD OCT" ; +label variable ER14551 "ADC/AFDC INCOME HEAD NOV" ; +label variable ER14552 "ADC/AFDC INCOME HEAD DEC" ; +label variable ER14553 "WHETHER SSI HEAD" ; +label variable ER14554 "HEAD SSI SELF/ELSE/BOTH" ; +label variable ER14555 "SSI OF HEAD" ; +label variable ER14556 "SSI OF HEAD PER" ; +label variable ER14557 "SSI INCOME HEAD JAN" ; +label variable ER14558 "SSI INCOME HEAD FEB" ; +label variable ER14559 "SSI INCOME HEAD MAR" ; +label variable ER14560 "SSI INCOME HEAD APR" ; +label variable ER14561 "SSI INCOME HEAD MAY" ; +label variable ER14562 "SSI INCOME HEAD JUN" ; +label variable ER14563 "SSI INCOME HEAD JUL" ; +label variable ER14564 "SSI INCOME HEAD AUG" ; +label variable ER14565 "SSI INCOME HEAD SEP" ; +label variable ER14566 "SSI INCOME HEAD OCT" ; +label variable ER14567 "SSI INCOME HEAD NOV" ; +label variable ER14568 "SSI INCOME HEAD DEC" ; +label variable ER14569 "WHETHER OTHER WELFARE HD" ; +label variable ER14570 "OTHER WELFARE OF HEAD" ; +label variable ER14571 "OTHER WELFARE OF HD PER" ; +label variable ER14572 "OTH WELFARE INCOME H JAN" ; +label variable ER14573 "OTH WELFARE INCOME H FEB" ; +label variable ER14574 "OTH WELFARE INCOME H MAR" ; +label variable ER14575 "OTH WELFARE INCOME H APR" ; +label variable ER14576 "OTH WELFARE INCOME H MAY" ; +label variable ER14577 "OTH WELFARE INCOME H JUN" ; +label variable ER14578 "OTH WELFARE INCOME H JUL" ; +label variable ER14579 "OTH WELFARE INCOME H AUG" ; +label variable ER14580 "OTH WELFARE INCOME H SEP" ; +label variable ER14581 "OTH WELFARE INCOME H OCT" ; +label variable ER14582 "OTH WELFARE INCOME H NOV" ; +label variable ER14583 "OTH WELFARE INCOME H DEC" ; +label variable ER14584 "ANY FU MEMB GET SOCSEC" ; +label variable ER14585 "WHETHER HEAD VA PENSION" ; +label variable ER14586 "G37 WTR HEAD VA PENSION2" ; +label variable ER14587 "G37 WTR HEAD VA PENSION3" ; +label variable ER14588 "VA PENSION OF HEAD AMT" ; +label variable ER14589 "VA PENSION OF HEAD PER" ; +label variable ER14590 "VA INCOME HEAD JAN" ; +label variable ER14591 "VA INCOME HEAD FEB" ; +label variable ER14592 "VA INCOME HEAD MAR" ; +label variable ER14593 "VA INCOME HEAD APR" ; +label variable ER14594 "VA INCOME HEAD MAY" ; +label variable ER14595 "VA INCOME HEAD JUN" ; +label variable ER14596 "VA INCOME HEAD JUL" ; +label variable ER14597 "VA INCOME HEAD AUG" ; +label variable ER14598 "VA INCOME HEAD SEP" ; +label variable ER14599 "VA INCOME HEAD OCT" ; +label variable ER14600 "VA INCOME HEAD NOV" ; +label variable ER14601 "VA INCOME HEAD DEC" ; +label variable ER14602 "WTR NONVA RETIREMT-HEAD" ; +label variable ER14603 "NONVA RETIREMENT-HEAD" ; +label variable ER14604 "NONVA RETIREMENT PER-HD" ; +label variable ER14605 "RETIREMENT INCOME H JAN" ; +label variable ER14606 "RETIREMENT INCOME H FEB" ; +label variable ER14607 "RETIREMENT INCOME H MAR" ; +label variable ER14608 "RETIREMENT INCOME H APR" ; +label variable ER14609 "RETIREMENT INCOME H MAY" ; +label variable ER14610 "RETIREMENT INCOME H JUN" ; +label variable ER14611 "RETIREMENT INCOME H JUL" ; +label variable ER14612 "RETIREMENT INCOME H AUG" ; +label variable ER14613 "RETIREMENT INCOME H SEP" ; +label variable ER14614 "RETIREMENT INCOME H OCT" ; +label variable ER14615 "RETIREMENT INCOME H NOV" ; +label variable ER14616 "RETIREMENT INCOME H DEC" ; +label variable ER14617 "WHETHER HEAD ANNUITIES" ; +label variable ER14618 "ANNUITIES OF HEAD" ; +label variable ER14619 "ANNUITIES OF HEAD PER" ; +label variable ER14620 "ANNUITIES INCOME JAN" ; +label variable ER14621 "ANNUITIES INCOME FEB" ; +label variable ER14622 "ANNUITIES INCOME MAR" ; +label variable ER14623 "ANNUITIES INCOME APR" ; +label variable ER14624 "ANNUITIES INCOME MAY" ; +label variable ER14625 "ANNUITIES INCOME JUN" ; +label variable ER14626 "ANNUITIES INCOME JUL" ; +label variable ER14627 "ANNUITIES INCOME AUG" ; +label variable ER14628 "ANNUITIES INCOME SEP" ; +label variable ER14629 "ANNUITIES INCOME OCT" ; +label variable ER14630 "ANNUITIES INCOME NOV" ; +label variable ER14631 "ANNUITIES INCOME DEC" ; +label variable ER14632 "WHETHER HEAD OTR PENSION" ; +label variable ER14633 "OTHER PENSION OF HEAD" ; +label variable ER14634 "OTHER PENSION OF HD PER" ; +label variable ER14635 "OTR PENSION HEAD JAN" ; +label variable ER14636 "OTR PENSION HEAD FEB" ; +label variable ER14637 "OTR PENSION HEAD MAR" ; +label variable ER14638 "OTR PENSION HEAD APR" ; +label variable ER14639 "OTR PENSION HEAD MAY" ; +label variable ER14640 "OTR PENSION HEAD JUN" ; +label variable ER14641 "OTR PENSION HEAD JUL" ; +label variable ER14642 "OTR PENSION HEAD AUG" ; +label variable ER14643 "OTR PENSION HEAD SEP" ; +label variable ER14644 "OTR PENSION HEAD OCT" ; +label variable ER14645 "OTR PENSION HEAD NOV" ; +label variable ER14646 "OTR PENSION HEAD DEC" ; +label variable ER14647 "NUM OF HEAD NON VA PENSN" ; +label variable ER14648 "WTR UNEMPL COMP OF HEAD" ; +label variable ER14649 "AMT UNEMPL COMP OF HEAD" ; +label variable ER14650 "AMT UNEMPL COMP HD PER" ; +label variable ER14651 "UNEMPLOY INCOME HEAD JAN" ; +label variable ER14652 "UNEMPLOY INCOME HEAD FEB" ; +label variable ER14653 "UNEMPLOY INCOME HEAD MAR" ; +label variable ER14654 "UNEMPLOY INCOME HEAD APR" ; +label variable ER14655 "UNEMPLOY INCOME HEAD MAY" ; +label variable ER14656 "UNEMPLOY INCOME HEAD JUN" ; +label variable ER14657 "UNEMPLOY INCOME HEAD JUL" ; +label variable ER14658 "UNEMPLOY INCOME HEAD AUG" ; +label variable ER14659 "UNEMPLOY INCOME HEAD SEP" ; +label variable ER14660 "UNEMPLOY INCOME HEAD OCT" ; +label variable ER14661 "UNEMPLOY INCOME HEAD NOV" ; +label variable ER14662 "UNEMPLOY INCOME HEAD DEC" ; +label variable ER14663 "WTR WORKMEN COMP OF HEAD" ; +label variable ER14664 "AMT WORKMEN COMP OF HEAD" ; +label variable ER14665 "AMT WORKMEN COMP HD PER" ; +label variable ER14666 "WORKER COMP INCOME H JAN" ; +label variable ER14667 "WORKER COMP INCOME H FEB" ; +label variable ER14668 "WORKER COMP INCOME H MAR" ; +label variable ER14669 "WORKER COMP INCOME H APR" ; +label variable ER14670 "WORKER COMP INCOME H MAY" ; +label variable ER14671 "WORKER COMP INCOME H JUN" ; +label variable ER14672 "WORKER COMP INCOME H JUL" ; +label variable ER14673 "WORKER COMP INCOME H AUG" ; +label variable ER14674 "WORKER COMP INCOME H SEP" ; +label variable ER14675 "WORKER COMP INCOME H OCT" ; +label variable ER14676 "WORKER COMP INCOME H NOV" ; +label variable ER14677 "WORKER COMP INCOME H DEC" ; +label variable ER14678 "WTR CHILD SUPPORT OF HD" ; +label variable ER14679 "AMT CHILD SUPPORT OF HD" ; +label variable ER14680 "AMT CHILD SUPPORT HD PER" ; +label variable ER14681 "CHILD SUPPORT INC H JAN" ; +label variable ER14682 "CHILD SUPPORT INC H FEB" ; +label variable ER14683 "CHILD SUPPORT INC H MAR" ; +label variable ER14684 "CHILD SUPPORT INC H APR" ; +label variable ER14685 "CHILD SUPPORT INC H MAY" ; +label variable ER14686 "CHILD SUPPORT INC H JUN" ; +label variable ER14687 "CHILD SUPPORT INC H JUL" ; +label variable ER14688 "CHILD SUPPORT INC H AUG" ; +label variable ER14689 "CHILD SUPPORT INC H SEP" ; +label variable ER14690 "CHILD SUPPORT INC H OCT" ; +label variable ER14691 "CHILD SUPPORT INC H NOV" ; +label variable ER14692 "CHILD SUPPORT INC H DEC" ; +label variable ER14693 "WTR ALIMONY OF HEAD" ; +label variable ER14694 "AMT ALIMONY OF HEAD" ; +label variable ER14695 "AMT ALIMONY OF HEAD PER" ; +label variable ER14696 "ALIMONY INCOME HEAD JAN" ; +label variable ER14697 "ALIMONY INCOME HEAD FEB" ; +label variable ER14698 "ALIMONY INCOME HEAD MAR" ; +label variable ER14699 "ALIMONY INCOME HEAD APR" ; +label variable ER14700 "ALIMONY INCOME HEAD MAY" ; +label variable ER14701 "ALIMONY INCOME HEAD JUN" ; +label variable ER14702 "ALIMONY INCOME HEAD JUL" ; +label variable ER14703 "ALIMONY INCOME HEAD AUG" ; +label variable ER14704 "ALIMONY INCOME HEAD SEP" ; +label variable ER14705 "ALIMONY INCOME HEAD OCT" ; +label variable ER14706 "ALIMONY INCOME HEAD NOV" ; +label variable ER14707 "ALIMONY INCOME HEAD DEC" ; +label variable ER14708 "WTRHELP FRM RELATIV HEAD" ; +label variable ER14709 "AMT HELP FRM RELATIV HD" ; +label variable ER14710 "AMT HELP FRM RELATIV PER" ; +label variable ER14711 "HELP FROM RELATIVE H JAN" ; +label variable ER14712 "HELP FROM RELATIVE H FEB" ; +label variable ER14713 "HELP FROM RELATIVE H MAR" ; +label variable ER14714 "HELP FROM RELATIVE H APR" ; +label variable ER14715 "HELP FROM RELATIVE H MAY" ; +label variable ER14716 "HELP FROM RELATIVE H JUN" ; +label variable ER14717 "HELP FROM RELATIVE H JUL" ; +label variable ER14718 "HELP FROM RELATIVE H AUG" ; +label variable ER14719 "HELP FROM RELATIVE H SEP" ; +label variable ER14720 "HELP FROM RELATIVE H OCT" ; +label variable ER14721 "HELP FROM RELATIVE H NOV" ; +label variable ER14722 "HELP FROM RELATIVE H DEC" ; +label variable ER14723 "WTR HELP FRM OTHERS HEAD" ; +label variable ER14724 "AMT HELP FRM OTHERS HD" ; +label variable ER14725 "AMT HELP FRM OTHERS PER" ; +label variable ER14726 "HELP FROM OTHERS H JAN" ; +label variable ER14727 "HELP FROM OTHERS H FEB" ; +label variable ER14728 "HELP FROM OTHERS H MAR" ; +label variable ER14729 "HELP FROM OTHERS H APR" ; +label variable ER14730 "HELP FROM OTHERS H MAY" ; +label variable ER14731 "HELP FROM OTHERS H JUN" ; +label variable ER14732 "HELP FROM OTHERS H JUL" ; +label variable ER14733 "HELP FROM OTHERS H AUG" ; +label variable ER14734 "HELP FROM OTHERS H SEP" ; +label variable ER14735 "HELP FROM OTHERS H OCT" ; +label variable ER14736 "HELP FROM OTHERS H NOV" ; +label variable ER14737 "HELP FROM OTHERS H DEC" ; +label variable ER14738 "WTR ANYTHING ELSE OF HD" ; +label variable ER14739 "AMT ANYTHING ELSE OF HD" ; +label variable ER14740 "AMT ANYTHING ELSE PER" ; +label variable ER14741 "ANY OTHER INCOME H JAN" ; +label variable ER14742 "ANY OTHER INCOME H FEB" ; +label variable ER14743 "ANY OTHER INCOME H MAR" ; +label variable ER14744 "ANY OTHER INCOME H APR" ; +label variable ER14745 "ANY OTHER INCOME H MAY" ; +label variable ER14746 "ANY OTHER INCOME H JUN" ; +label variable ER14747 "ANY OTHER INCOME H JUL" ; +label variable ER14748 "ANY OTHER INCOME H AUG" ; +label variable ER14749 "ANY OTHER INCOME H SEP" ; +label variable ER14750 "ANY OTHER INCOME H OCT" ; +label variable ER14751 "ANY OTHER INCOME H NOV" ; +label variable ER14752 "ANY OTHER INCOME H DEC" ; +label variable ER14753 "G49 WTR WIFE IN FU NOW" ; +label variable ER14754 "WHETHER WIFE HAD INCOME" ; +label variable ER14755 "WHETHER WIFE LABOR INC" ; +label variable ER14756 "WHETHER WFE INC FRM WORK" ; +label variable ER14757 "WAGES/SALARY OF WIFE" ; +label variable ER14758 "WTR WORK HOURS FOR WIFE" ; +label variable ER14759 "WHETHER UNEMPLOYMENT WFE" ; +label variable ER14760 "UNEMPLOYMNT COMP OF WIFE" ; +label variable ER14761 "UNEMPLOYMNT COMP WFE PER" ; +label variable ER14762 "UNEMPLOY INCOME WIFE JAN" ; +label variable ER14763 "UNEMPLOY INCOME WIFE FEB" ; +label variable ER14764 "UNEMPLOY INCOME WIFE MAR" ; +label variable ER14765 "UNEMPLOY INCOME WIFE APR" ; +label variable ER14766 "UNEMPLOY INCOME WIFE MAY" ; +label variable ER14767 "UNEMPLOY INCOME WIFE JUN" ; +label variable ER14768 "UNEMPLOY INCOME WIFE JUL" ; +label variable ER14769 "UNEMPLOY INCOME WIFE AUG" ; +label variable ER14770 "UNEMPLOY INCOME WIFE SEP" ; +label variable ER14771 "UNEMPLOY INCOME WIFE OCT" ; +label variable ER14772 "UNEMPLOY INCOME WIFE NOV" ; +label variable ER14773 "UNEMPLOY INCOME WIFE DEC" ; +label variable ER14774 "WHETHER WORKMEN COMP WFE" ; +label variable ER14775 "WORKMEN COMP OF WIFE" ; +label variable ER14776 "WORKMEN COMP OF WIFE PER" ; +label variable ER14777 "WORKER COMP INCOME W JAN" ; +label variable ER14778 "WORKER COMP INCOME W FEB" ; +label variable ER14779 "WORKER COMP INCOME W MAR" ; +label variable ER14780 "WORKER COMP INCOME W APR" ; +label variable ER14781 "WORKER COMP INCOME W MAY" ; +label variable ER14782 "WORKER COMP INCOME W JUN" ; +label variable ER14783 "WORKER COMP INCOME W JUL" ; +label variable ER14784 "WORKER COMP INCOME W AUG" ; +label variable ER14785 "WORKER COMP INCOME W SEP" ; +label variable ER14786 "WORKER COMP INCOME W OCT" ; +label variable ER14787 "WORKER COMP INCOME W NOV" ; +label variable ER14788 "WORKER COMP INCOME W DEC" ; +label variable ER14789 "WHETHER WIFE DIVIDENDS" ; +label variable ER14790 "DIVIDENDS OF WIFE AMT" ; +label variable ER14791 "DIVIDENDS OF WIFE PER" ; +label variable ER14792 "DIVIDEND INCOME WIFE JAN" ; +label variable ER14793 "DIVIDEND INCOME WIFE FEB" ; +label variable ER14794 "DIVIDEND INCOME WIFE MAR" ; +label variable ER14795 "DIVIDEND INCOME WIFE APR" ; +label variable ER14796 "DIVIDEND INCOME WIFE MAY" ; +label variable ER14797 "DIVIDEND INCOME WIFE JUN" ; +label variable ER14798 "DIVIDEND INCOME WIFE JUL" ; +label variable ER14799 "DIVIDEND INCOME WIFE AUG" ; +label variable ER14800 "DIVIDEND INCOME WIFE SEP" ; +label variable ER14801 "DIVIDEND INCOME WIFE OCT" ; +label variable ER14802 "DIVIDEND INCOME WIFE NOV" ; +label variable ER14803 "DIVIDEND INCOME WIFE DEC" ; +label variable ER14804 "WHETHER WIFE INTEREST" ; +label variable ER14805 "INTEREST OF WIFE AMT" ; +label variable ER14806 "INTEREST OF WIFE AMT PER" ; +label variable ER14807 "INTEREST INCOME WIFE JAN" ; +label variable ER14808 "INTEREST INCOME WIFE FEB" ; +label variable ER14809 "INTEREST INCOME WIFE MAR" ; +label variable ER14810 "INTEREST INCOME WIFE APR" ; +label variable ER14811 "INTEREST INCOME WIFE MAY" ; +label variable ER14812 "INTEREST INCOME WIFE JUN" ; +label variable ER14813 "INTEREST INCOME WIFE JUL" ; +label variable ER14814 "INTEREST INCOME WIFE AUG" ; +label variable ER14815 "INTEREST INCOME WIFE SEP" ; +label variable ER14816 "INTEREST INCOME WIFE OCT" ; +label variable ER14817 "INTEREST INCOME WIFE NOV" ; +label variable ER14818 "INTEREST INCOME WIFE DEC" ; +label variable ER14819 "WHETHER WIFE TRUST FUND" ; +label variable ER14820 "TRUST FUND OF WIFE AMT" ; +label variable ER14821 "TRUST FUND OF WIFE PER" ; +label variable ER14822 "TRUST INCOME WIFE JAN" ; +label variable ER14823 "TRUST INCOME WIFE FEB" ; +label variable ER14824 "TRUST INCOME WIFE MAR" ; +label variable ER14825 "TRUST INCOME WIFE APR" ; +label variable ER14826 "TRUST INCOME WIFE MAY" ; +label variable ER14827 "TRUST INCOME WIFE JUN" ; +label variable ER14828 "TRUST INCOME WIFE JUL" ; +label variable ER14829 "TRUST INCOME WIFE AUG" ; +label variable ER14830 "TRUST INCOME WIFE SEP" ; +label variable ER14831 "TRUST INCOME WIFE OCT" ; +label variable ER14832 "TRUST INCOME WIFE NOV" ; +label variable ER14833 "TRUST INCOME WIFE DEC" ; +label variable ER14834 "WHETHER WIFE OTHER ASSET" ; +label variable ER14835 "OTHER ASSETS OF WIFE" ; +label variable ER14836 "OTHER ASSETS OF WIFE PER" ; +label variable ER14837 "OTHER ASSET INCOME W JAN" ; +label variable ER14838 "OTHER ASSET INCOME W FEB" ; +label variable ER14839 "OTHER ASSET INCOME W MAR" ; +label variable ER14840 "OTHER ASSET INCOME W APR" ; +label variable ER14841 "OTHER ASSET INCOME W MAY" ; +label variable ER14842 "OTHER ASSET INCOME W JUN" ; +label variable ER14843 "OTHER ASSET INCOME W JUL" ; +label variable ER14844 "OTHER ASSET INCOME W AUG" ; +label variable ER14845 "OTHER ASSET INCOME W SEP" ; +label variable ER14846 "OTHER ASSET INCOME W OCT" ; +label variable ER14847 "OTHER ASSET INCOME W NOV" ; +label variable ER14848 "OTHER ASSET INCOME W DEC" ; +label variable ER14849 "WHETHER WIFE RECD SSI" ; +label variable ER14850 "WIFE SSI SELF/ELSE/BOTH" ; +label variable ER14851 "SSI OF WIFE AMT" ; +label variable ER14852 "SSI OF WIFE AMT PER" ; +label variable ER14853 "SSI INCOME WIFE JAN" ; +label variable ER14854 "SSI INCOME WIFE FEB" ; +label variable ER14855 "SSI INCOME WIFE MAR" ; +label variable ER14856 "SSI INCOME WIFE APR" ; +label variable ER14857 "SSI INCOME WIFE MAY" ; +label variable ER14858 "SSI INCOME WIFE JUN" ; +label variable ER14859 "SSI INCOME WIFE JUL" ; +label variable ER14860 "SSI INCOME WIFE AUG" ; +label variable ER14861 "SSI INCOME WIFE SEP" ; +label variable ER14862 "SSI INCOME WIFE OCT" ; +label variable ER14863 "SSI INCOME WIFE NOV" ; +label variable ER14864 "SSI INCOME WIFE DEC" ; +label variable ER14865 "WTR WIFE RECD ADC/AFDC" ; +label variable ER14866 "ADC/AFDC OF WIFE AMT" ; +label variable ER14867 "ADC/AFDC OF WIFE AMT PER" ; +label variable ER14868 "ADC/AFDC INCOME WIFE JAN" ; +label variable ER14869 "ADC/AFDC INCOME WIFE FEB" ; +label variable ER14870 "ADC/AFDC INCOME WIFE MAR" ; +label variable ER14871 "ADC/AFDC INCOME WIFE APR" ; +label variable ER14872 "ADC/AFDC INCOME WIFE MAY" ; +label variable ER14873 "ADC/AFDC INCOME WIFE JUN" ; +label variable ER14874 "ADC/AFDC INCOME WIFE JUL" ; +label variable ER14875 "ADC/AFDC INCOME WIFE AUG" ; +label variable ER14876 "ADC/AFDC INCOME WIFE SEP" ; +label variable ER14877 "ADC/AFDC INCOME WIFE OCT" ; +label variable ER14878 "ADC/AFDC INCOME WIFE NOV" ; +label variable ER14879 "ADC/AFDC INCOME WIFE DEC" ; +label variable ER14880 "WTR WF RECD CHILD SUPPRT" ; +label variable ER14881 "CHILD SUPPORT OF WF AMT" ; +label variable ER14882 "CHILD SUPPORT OF WF PER" ; +label variable ER14883 "CHILD SUPPORT INC W JAN" ; +label variable ER14884 "CHILD SUPPORT INC W FEB" ; +label variable ER14885 "CHILD SUPPORT INC W MAR" ; +label variable ER14886 "CHILD SUPPORT INC W APR" ; +label variable ER14887 "CHILD SUPPORT INC W MAY" ; +label variable ER14888 "CHILD SUPPORT INC W JUN" ; +label variable ER14889 "CHILD SUPPORT INC W JUL" ; +label variable ER14890 "CHILD SUPPORT INC W AUG" ; +label variable ER14891 "CHILD SUPPORT INC W SEP" ; +label variable ER14892 "CHILD SUPPORT INC W OCT" ; +label variable ER14893 "CHILD SUPPORT INC W NOV" ; +label variable ER14894 "CHILD SUPPORT INC W DEC" ; +label variable ER14895 "WTR WF RECD OTR WELFARE" ; +label variable ER14896 "OTHER WELFARE OF WF AMT" ; +label variable ER14897 "OTHER WELFARE OF WF PER" ; +label variable ER14898 "OTHER WELFARE INC W JAN" ; +label variable ER14899 "OTHER WELFARE INC W FEB" ; +label variable ER14900 "OTHER WELFARE INC W MAR" ; +label variable ER14901 "OTHER WELFARE INC W APR" ; +label variable ER14902 "OTHER WELFARE INC W MAY" ; +label variable ER14903 "OTHER WELFARE INC W JUN" ; +label variable ER14904 "OTHER WELFARE INC W JUL" ; +label variable ER14905 "OTHER WELFARE INC W AUG" ; +label variable ER14906 "OTHER WELFARE INC W SEP" ; +label variable ER14907 "OTHER WELFARE INC W OCT" ; +label variable ER14908 "OTHER WELFARE INC W NOV" ; +label variable ER14909 "OTHER WELFARE INC W DEC" ; +label variable ER14910 "WTR WF RECD PENS/ANNUITY" ; +label variable ER14911 "PENSION/ANNUITY WF AMT" ; +label variable ER14912 "PENSION/ANNUITY WF PER" ; +label variable ER14913 "PENSION/ANNUITY W JAN" ; +label variable ER14914 "PENSION/ANNUITY W FEB" ; +label variable ER14915 "PENSION/ANNUITY W MAR" ; +label variable ER14916 "PENSION/ANNUITY W APR" ; +label variable ER14917 "PENSION/ANNUITY W MAY" ; +label variable ER14918 "PENSION/ANNUITY W JUN" ; +label variable ER14919 "PENSION/ANNUITY W JUL" ; +label variable ER14920 "PENSION/ANNUITY W AUG" ; +label variable ER14921 "PENSION/ANNUITY W SEP" ; +label variable ER14922 "PENSION/ANNUITY W OCT" ; +label variable ER14923 "PENSION/ANNUITY W NOV" ; +label variable ER14924 "PENSION/ANNUITY W DEC" ; +label variable ER14925 "WTR WF HELP FR RELATIVES" ; +label variable ER14926 "HELP FR RELATIVES WF AMT" ; +label variable ER14927 "HELP FR RELS WF PER" ; +label variable ER14928 "HELP FR RELATIVES WF JAN" ; +label variable ER14929 "HELP FR RELATIVES WF FEB" ; +label variable ER14930 "HELP FR RELATIVES WF MAR" ; +label variable ER14931 "HELP FR RELATIVES WF APR" ; +label variable ER14932 "HELP FR RELATIVES WF MAY" ; +label variable ER14933 "HELP FR RELATIVES WF JUN" ; +label variable ER14934 "HELP FR RELATIVES WF JUL" ; +label variable ER14935 "HELP FR RELATIVES WF AUG" ; +label variable ER14936 "HELP FR RELATIVES WF SEP" ; +label variable ER14937 "HELP FR RELATIVES WF OCT" ; +label variable ER14938 "HELP FR RELATIVES WF NOV" ; +label variable ER14939 "HELP FR RELATIVES WF DEC" ; +label variable ER14940 "WTR WF HELP FROM FRIENDS" ; +label variable ER14941 "HELP FR FRIENDS WF AMT" ; +label variable ER14942 "HELP FR FRIENDS WF PER" ; +label variable ER14943 "HELP FROM FRIENDS W JAN" ; +label variable ER14944 "HELP FROM FRIENDS W FEB" ; +label variable ER14945 "HELP FROM FRIENDS W MAR" ; +label variable ER14946 "HELP FROM FRIENDS W APR" ; +label variable ER14947 "HELP FROM FRIENDS W MAY" ; +label variable ER14948 "HELP FROM FRIENDS W JUN" ; +label variable ER14949 "HELP FROM FRIENDS W JUL" ; +label variable ER14950 "HELP FROM FRIENDS W AUG" ; +label variable ER14951 "HELP FROM FRIENDS W SEP" ; +label variable ER14952 "HELP FROM FRIENDS W OCT" ; +label variable ER14953 "HELP FROM FRIENDS W NOV" ; +label variable ER14954 "HELP FROM FRIENDS W DEC" ; +label variable ER14955 "WTR WFE RECD OTR INCOME" ; +label variable ER14956 "WIFE OTHER INCOME AMT" ; +label variable ER14957 "WIFE OTHER INCOME PER" ; +label variable ER14958 "ANY OTHER INCOME W JAN" ; +label variable ER14959 "ANY OTHER INCOME W FEB" ; +label variable ER14960 "ANY OTHER INCOME W MAR" ; +label variable ER14961 "ANY OTHER INCOME W APR" ; +label variable ER14962 "ANY OTHER INCOME W MAY" ; +label variable ER14963 "ANY OTHER INCOME W JUN" ; +label variable ER14964 "ANY OTHER INCOME W JUL" ; +label variable ER14965 "ANY OTHER INCOME W AUG" ; +label variable ER14966 "ANY OTHER INCOME W SEP" ; +label variable ER14967 "ANY OTHER INCOME W OCT" ; +label variable ER14968 "ANY OTHER INCOME W NOV" ; +label variable ER14969 "ANY OTHER INCOME W DEC" ; +label variable ER14970 "G99 WTR LUMP SUM PAYMNTS" ; +label variable ER14971 "G100 LUMP SUM PAYMENTS" ; +label variable ER14972 "G101 INHERITANCE" ; +label variable ER14973 "G102 WTR ITEMIZE FOR TAX" ; +label variable ER14974 "G102A ITEMIZED CHARITABLE CONTRIB AMT" ; +label variable ER14975 "G102B ITEMIZED MEDICAL EXPENSES AMT" ; +label variable ER14976 "G103 WTR HELP OTRS" ; +label variable ER14977 "G104 # OTRS SUPPORTED" ; +label variable ER14978 "G105 WHO SUPPORT 1" ; +label variable ER14979 "G105 WHO SUPPORT 2" ; +label variable ER14980 "G105 WHO SUPPORT 3" ; +label variable ER14981 "G105 WHO SUPPORT 4" ; +label variable ER14982 "G105 WHO SUPPORT 5" ; +label variable ER14983 "G106 TOTAL SUPP OF OTRS" ; +label variable ER14984 "G107 ANY CHILD SUPPORT" ; +label variable ER14985 "AMT OF CHLD SUPPRT GIVEN" ; +label variable ER14986 "G109 ANY ALIMONY" ; +label variable ER14987 "AMT OF ALIMONY GIVEN" ; +label variable ER14988 "G112 WTR DEPNDT OTRS" ; +label variable ER14989 "G113 NUMBER DEPNDT OTR" ; +label variable ER14990 "G114 WTR DEPNDT OTHS" ; +label variable ER14991 "W1 WTR OTR REAL ESTATE" ; +label variable ER14992 "W1A WTR SECOND HOME" ; +label variable ER14993 "W2 PROFIT IF SOLD OTR REAL ESTATE" ; +label variable ER14994 "W3 WTR PROFIT GE 50,000" ; +label variable ER14995 "W4 WTR PROFIT GE 150,000" ; +label variable ER14996 "W5 WTR PROFIT GE 5,000" ; +label variable ER14997 "W6 PROFIT IF SOLD VEHICLES" ; +label variable ER14998 "W7 WTR PROFIT GE 10,000" ; +label variable ER14999 "W8 WTR PROFIT GE 25,000" ; +label variable ER15000 "W9 WTR PROFIT GE 2,000" ; +label variable ER15001 "W10 WTR OWN BUSINESS/FARM" ; +label variable ER15002 "W11 PROFIT IF SOLD BUSINESS/FARM" ; +label variable ER15003 "W12 WTR PROFIT GE 50,000" ; +label variable ER15004 "W13 WTR PROFIT GE 200,000" ; +label variable ER15005 "W14 WTR PROFIT GE 10,000" ; +label variable ER15006 "W15 WTR OWN NON-IRA STOCK" ; +label variable ER15007 "W16 PROFIT IF SOLD NON-IRA STOCK" ; +label variable ER15008 "W17 WTR PROFIT GE 25,000" ; +label variable ER15009 "W18 WTR PROFIT GE 50,000" ; +label variable ER15010 "W19 WTR PROFIT GE 100,000" ; +label variable ER15011 "W20 WTR PROFIT GE 5,000" ; +label variable ER15012 "W21 WTR IRA/PRIVATE ANNUITY" ; +label variable ER15013 "W21A HOW FUNDS INVESTED" ; +label variable ER15014 "W22 VALUE OF IRA/ANNUITY" ; +label variable ER15015 "W23 WTR VALUE GE 25,000" ; +label variable ER15016 "W24 WTR VALUE GE 50,000" ; +label variable ER15017 "W25 WTR VALUE GE 100,000" ; +label variable ER15018 "W26 WTR VALUE GE 5,000" ; +label variable ER15019 "W27 WTR CK/SAVINGS/CD, ETC" ; +label variable ER15020 "W28 AMT ALL ACCOUNTS" ; +label variable ER15021 "W29 WTR VALUE GE 5,000" ; +label variable ER15022 "W30 WTR VALUE GE 10,000" ; +label variable ER15023 "W31 WTR VALUE GE 50,000" ; +label variable ER15024 "W32 WTR VALUE GE 1,000" ; +label variable ER15025 "W33 WTR BONDS/INSURANCE, ETC." ; +label variable ER15026 "W34 PROFIT IF SOLD BONDS/INSURANCE" ; +label variable ER15027 "W35 WTR PROFIT GE 10,000" ; +label variable ER15028 "W36 WTR PROFIT GE 25,000" ; +label variable ER15029 "W37 WTR PROFIT GE 2,000" ; +label variable ER15030 "W38 WTR OTHER DEBTS" ; +label variable ER15031 "W39 VALUE ALL DEBTS" ; +label variable ER15032 "W40 WTR DEBTS GE 2,000" ; +label variable ER15033 "W41 WTR DEBTS GE 5,000" ; +label variable ER15034 "W42 WTR DEBTS GE 1,000" ; +label variable ER15035 "W43 WTR IRA/PRIVATE ANNUITY SINCE 1/94" ; +label variable ER15036 "W44 AMT INVESTED IN IRA/ANNUITY" ; +label variable ER15037 "W45 WTR INVEST GE 10,000" ; +label variable ER15038 "W46 WTR INVEST GE 50,000" ; +label variable ER15039 "W47 WTR INVEST GE 5,000" ; +label variable ER15040 "W48 WTR CASHED PNSN/ANNTY/IRA SINCE 1/94" ; +label variable ER15041 "W49 VALUE PENSION/ANNUITY/IRA" ; +label variable ER15042 "W50 WTR VALUE GE 10,000" ; +label variable ER15043 "W51 WTR VALUE GE 50,000" ; +label variable ER15044 "W52 WTR VALUE GE 100,000" ; +label variable ER15045 "W53 WTR VALUE GE 5,000" ; +label variable ER15046 "W54 WTR SOLD HOME SINCE 1/94" ; +label variable ER15047 "W55 HOME SELLING PRICE" ; +label variable ER15048 "W56 WTR PRICE GE 60,000" ; +label variable ER15049 "W57 WTR PRICE GE 120,000" ; +label variable ER15050 "W58 WTR PRICE GE 30,000" ; +label variable ER15051 "W59 WTR BUY OTR REAL ESTATE SINCE 1/94" ; +label variable ER15052 "W60 AMT IN REAL ESTATE" ; +label variable ER15053 "W61 WTR AMT GE 60,000" ; +label variable ER15054 "W62 WTR AMT GE 120,000" ; +label variable ER15055 "W63 WTR AMT GE 30,000" ; +label variable ER15056 "W64 WTR SELL OTR REAL ESTATE SINCE 1/94" ; +label variable ER15057 "W65 AMT FROM OTR REAL ESTATE" ; +label variable ER15058 "W66 WTR AMT GE 60,000" ; +label variable ER15059 "W67 WTR AMT GE 120,000" ; +label variable ER15060 "W68 WTR AMT GE 30,000" ; +label variable ER15061 "W69 WTR ADDITION/REPAIRS SINCE 1/94" ; +label variable ER15062 "W70 COST OF ADDITION/REPAIRS" ; +label variable ER15063 "W71 WTR COST GE 25,000" ; +label variable ER15064 "W72 WTR COST GE 75,000" ; +label variable ER15065 "W73 WTR INVEST IN BUSNES/FARM SINCE 1/94" ; +label variable ER15066 "W74 AMT INVESTED IN BUSINESS/FARM" ; +label variable ER15067 "W75 WTR AMT GE 25,000" ; +label variable ER15068 "W76 WTR AMT GE 100,000" ; +label variable ER15069 "W77 WTR AMT GE 10,000" ; +label variable ER15070 "W78 WTR SOLD BUSINESS/FARM SINCE 1/94" ; +label variable ER15071 "W79 AMT FROM BUSINESS/FARM" ; +label variable ER15072 "W80 WTR AMT GE 25,000" ; +label variable ER15073 "W81 WTR AMT GE 100,000" ; +label variable ER15074 "W82 WTR AMT GE 10,000" ; +label variable ER15075 "W83 WTR BUY NON-IRA STOCK SINCE 1/94" ; +label variable ER15076 "W84 WTR ALSO SOLD STOCK SINCE 1/94" ; +label variable ER15077 "W85 WTR BUY MORE/SELL MORE" ; +label variable ER15078 "W86 BALANCE IN/OUT STOCKS" ; +label variable ER15079 "W87 WTR STOCKS GE 20,000" ; +label variable ER15080 "W88 WTR STOCKS GE 50,000" ; +label variable ER15081 "W89 WTR ST0CKS GE 100,000" ; +label variable ER15082 "W90 WTR STOCKS GE 5,000" ; +label variable ER15083 "W91 AMT INVEST IN STOCKS" ; +label variable ER15084 "W92 WTR AMT GE 20,000" ; +label variable ER15085 "W93 WTR AMT GE 50,000" ; +label variable ER15086 "W94 WTR AMT GE 100,000" ; +label variable ER15087 "W95 WTR AMT GE 5,000" ; +label variable ER15088 "W96 WTR SELL NON-IRA STOCK SINCE 1/94" ; +label variable ER15089 "W97 AMT NON-IRA STOCK" ; +label variable ER15090 "W98 WTR AMT GE 20,000" ; +label variable ER15091 "W99 WTR AMT GE 50,000" ; +label variable ER15092 "W100 WTR AMT GE 100,000" ; +label variable ER15093 "W101 WTR AMT GE 5,000" ; +label variable ER15094 "W102 WTR MOVER OUT W/ASSETS SINCE 1/94" ; +label variable ER15095 "W103 VALUE ASSETS MOVED OUT" ; +label variable ER15096 "W104 WTR VALUE GE 10,000" ; +label variable ER15097 "W105 WTR VALUE GE 25,000" ; +label variable ER15098 "W106 WTR VALUE GE 100,000" ; +label variable ER15099 "W107 WTR VALUE GE 5,000" ; +label variable ER15100 "W108 VALUE DEBTS MOVED OUT" ; +label variable ER15101 "W109 WTR VALUE GE 10,000" ; +label variable ER15102 "W110 WTR VALUE GE 25,000" ; +label variable ER15103 "W111 WTR VALUE GE 5,000" ; +label variable ER15104 "W112 CKPT: FU COMPOSITION" ; +label variable ER15105 "W113 WTR MOVER IN ASSETS SINCE 1/94" ; +label variable ER15106 "W114 VALUE ASSETS MOVED IN" ; +label variable ER15107 "W115 WTR VALUE GE 10,000" ; +label variable ER15108 "W116 WTR VALUE GE 25,000" ; +label variable ER15109 "W117 WTR VALUE GE 100,000" ; +label variable ER15110 "W118 WTR VALUE GE 5,000" ; +label variable ER15111 "W119 VALUE DEBTS MOVE IN" ; +label variable ER15112 "W120 WTR VALUE GE 10,000" ; +label variable ER15113 "W121 WTR VALUE GE 25,000" ; +label variable ER15114 "W122 WTR VALUE GE 5,000" ; +label variable ER15115 "W123 WTR GIFT/INHERITANCE LAST 5 YRS" ; +label variable ER15116 "W124 YR RECD GIFT/INHERIT-#1" ; +label variable ER15117 "W125 VALUE GIFT/INHERIT-#1" ; +label variable ER15118 "W126 WTR VALUE GE 25,000" ; +label variable ER15119 "W127 WTR VALUE GE 75,000" ; +label variable ER15120 "W128 WTR GIFT/INHERITANCE-#2" ; +label variable ER15121 "W129 YR RECD GIFT/INHERIT-#2" ; +label variable ER15122 "W130 VALUE GIFT/INHERIT-#2" ; +label variable ER15123 "W131 WTR VALUE GE 25,000" ; +label variable ER15124 "W132 WTR VALUE GE 75,000" ; +label variable ER15125 "W133 WTR GIFT/INHERITANCE-#3" ; +label variable ER15126 "W133A YR REC GIFT/INHERIT-#3" ; +label variable ER15127 "W133B VALUE GIFT/INHERIT-#3" ; +label variable ER15128 "W133C WTR VALUE GE 25,000" ; +label variable ER15129 "W133D WTR VALUE GE 75,000" ; +label variable ER15130 "W134 CKPT: WTR RESPONDENT HD/WF/'WF'" ; +label variable ER15131 "W135 # CK/SAVING/ETC. ACCTS" ; +label variable ER15132 "W136 ACCOUNT TYPE" ; +label variable ER15133 "W137 WTR ANY ACCTS JOINT" ; +label variable ER15134 "W138 WTR WF HAS OWN ACCT" ; +label variable ER15135 "W139A WTR WF DECIDES PURCHASES" ; +label variable ER15136 "W139B WTR HD AND WF DISCUSS PURCHASES" ; +label variable ER15137 "W139C WTR HD DECIDES PURCHASES" ; +label variable ER15138 "W140A WTR HU BILLS FROM ACCT" ; +label variable ER15139 "W140B WTR CAR PMTS FROM ACCT" ; +label variable ER15140 "W140C WTR SPEND ON SELF FROM ACCT" ; +label variable ER15141 "W140D WTR FINANCIAL ASSETS FROM ACCT" ; +label variable ER15142 "W140E WTR PMTS TO OTRS FROM ACCT" ; +label variable ER15143 "W140F WTR SCHOOL EXPENSES FROM ACCT" ; +label variable ER15144 "W140G WTR MED/DENTAL EXPENSES FROM ACCT" ; +label variable ER15145 "W140H WTR ACCT HAS OTR USES" ; +label variable ER15146 "W141_1 ACCT OTR USE MEN 1" ; +label variable ER15147 "W141_2 ACCT OTR USE MEN 2" ; +label variable ER15148 "W141_3 ACCT OTR USE MEN 3" ; +label variable ER15149 "W141_4 ACCT OTR USE MEN 4" ; +label variable ER15150 "W141_5 ACCT OTR USE MEN 5" ; +label variable ER15151 "W141_6 ACCT OTR USE MEN 6" ; +label variable ER15152 "W141_7 ACCT OTR USE MEN 7" ; +label variable ER15153 "W141_8 ACCT OTR USE MEN 8" ; +label variable ER15154 "W141_9 ACCT OTR USE MEN 9" ; +label variable ER15155 "P0 WTR WORKING NOW" ; +label variable ER15156 "P1 WTR PNSN AT CURR JOB" ; +label variable ER15157 "P2 # EMPLOYEES CURR JOB" ; +label variable ER15158 "P3 WTR GT 50 EMPLOYEES" ; +label variable ER15159 "P5 STATE EMPLOYED IN" ; +label variable ER15160 "P6 # YRS IN PENSION PLAN" ; +label variable ER15161 "P6 YR JOINED PENSION PLAN" ; +label variable ER15162 "P7 WTR EVER ELIG FOR PLAN" ; +label variable ER15163 "P8 # YRS TILL ELIGIBLE" ; +label variable ER15164 "P9 WTR VESTED" ; +label variable ER15165 "P10 # YRS TILL VESTED" ; +label variable ER15166 "P11 WTR CONTRIB TO PENSION" ; +label variable ER15167 "P12 WTR CONTRIB REQUIRED" ; +label variable ER15168 "P13 REQUIRED AMT" ; +label variable ER15169 "P13 REQUIRED AMT PER" ; +label variable ER15170 "P13 REQUIRED PCT" ; +label variable ER15171 "P14 WTR VOLUNTARY CONTRIB" ; +label variable ER15172 "P15 VOLUNTARY AMT" ; +label variable ER15173 "P15 VOLUNTARY AMT PER" ; +label variable ER15174 "P15 VOLUNTARY PCT" ; +label variable ER15175 "P16 HOW BENEFIT FIGURED" ; +label variable ER15176 "P17 WTR EMPLYR CONTRIB" ; +label variable ER15177 "P18 AMT EMPLYR CONTRIB" ; +label variable ER15178 "P18 EMPLYR AMT PER" ; +label variable ER15179 "P18 PCT EMPLYR CONTRIB" ; +label variable ER15180 "P19 AGE PENSION INCL EMPLYR CONTRIB" ; +label variable ER15181 "P20 AMT IN PENSION ACCT NOW" ; +label variable ER15182 "P20A HOW FUNDS INVESTED" ; +label variable ER15183 "P21 AMT COULD TAKE IF LEAVE EMPLYR" ; +label variable ER15184 "P21 AMT PER IF LEAVE EMPLYR" ; +label variable ER15185 "P21 PCT COULD TAKE IF LEAVE EMPLYR" ; +label variable ER15186 "P22 CKPT: TYPE PENSION" ; +label variable ER15187 "P23 BENEFIT FORMULA" ; +label variable ER15188 "P24 AGE FULL BENEFITS" ; +label variable ER15189 "P25 # YRS NEC FOR FULL BENEFITS" ; +label variable ER15190 "P26 AGE IF AGE+YRS" ; +label variable ER15191 "P26 # YRS IF AGE+YRS" ; +label variable ER15192 "P27 WTR REC PART PNSN IF RETIRE EARLY" ; +label variable ER15193 "P28 EARLY RETRMT FORMULA" ; +label variable ER15194 "P29 AGE ELIG PART BENEFITS" ; +label variable ER15195 "P30 # YRS ELIG PART BENEFITS" ; +label variable ER15196 "P31 AGE IF AGE+YRS" ; +label variable ER15197 "P31 # YRS IF AGE+YRS" ; +label variable ER15198 "P32 AGE EXPECT RECEIVE BENEFITS" ; +label variable ER15199 "P33 WTR CAN ESTIMATE BENEFIT" ; +label variable ER15200 "P34 ESTIMATED BENEFIT AMT" ; +label variable ER15201 "P34 ESTIMATED BENEFIT PER" ; +label variable ER15202 "P34 ESTIMATED BENEFIT PCT" ; +label variable ER15203 "P34 ESTIMATED LUMP SUM BENEFIT" ; +label variable ER15204 "P35 WTR BENEFICIARY" ; +label variable ER15205 "P36 AMT BENEFICIARY RECEIVES" ; +label variable ER15206 "P37 WTR PNSN LESSENED BY SOC SEC" ; +label variable ER15207 "P38 WHEN SOC SEC CHG PNSN AMT" ; +label variable ER15208 "P39 USUAL RETIREMNT AGE OF OTRS" ; +label variable ER15209 "P39 USUAL # YRS OTRS RETIRE" ; +label variable ER15210 "P40 AGE PLAN STOP WORK" ; +label variable ER15211 "P40 YR PLAN STOP WORK" ; +label variable ER15212 "P41 AGE WILL STOP WORK" ; +label variable ER15213 "P41 YR WILL STOP WORK" ; +label variable ER15214 "P42 WTR TAX-DEFER PLAN" ; +label variable ER15215 "P43 WTR EMPLYR CONTRIB" ; +label variable ER15216 "P44 AMT EMPLYR CONTRIB" ; +label variable ER15217 "P44 EMPLYR CONTRIB PER" ; +label variable ER15218 "P44 PCT EMPLYR CONTRIB" ; +label variable ER15219 "P45 WTR PNSN W/PREV EMPLYR" ; +label variable ER15220 "P46 TYPE PREV PENSION-#1" ; +label variable ER15221 "P47 ACCT AMT WHEN LEFT PREV EMPLYR-#1" ; +label variable ER15222 "P48 WHAT DID W/PREV PNSN-#1" ; +label variable ER15223 "P49 AMT NOW PREV PNSN ACCT-#1" ; +label variable ER15224 "P50 AGE REC IF ANNUITY-#1" ; +label variable ER15225 "P51 AMT PREV ANNUITY-#1" ; +label variable ER15226 "P51 PREV ANNUITY PER-#1" ; +label variable ER15227 "P52 STATUS PREV PNSN MEN1-#1" ; +label variable ER15228 "P52 STATUS PREV PNSN MEN2-#1" ; +label variable ER15229 "P52 STATUS PREV PNSN MEN3-#1" ; +label variable ER15230 "P52 STATUS PREV PNSN MEN4-#1" ; +label variable ER15231 "P52 STATUS PREV PNSN MEN5-#1" ; +label variable ER15232 "P52 STATUS PREV PNSN MEN6-#1" ; +label variable ER15233 "P53 MO REC PREV PNSN-#1" ; +label variable ER15234 "P53 YR REC PREV PNSN-#1" ; +label variable ER15235 "P54 PREV PNSN BENEFIT AMT-#1" ; +label variable ER15236 "P54 BENEFIT PER-#1" ; +label variable ER15237 "P55 WTR BENEFITS COLA-#1" ; +label variable ER15238 "P56 WTR BENEFITS EVER COLA-#1" ; +label variable ER15239 "P57 PREV PNSN CASH SETTLEMNT AMT-#1" ; +label variable ER15240 "P58 WHAT DID W/CASH MEN1-#1" ; +label variable ER15241 "P58 WHAT DID W/CASH MEN2-#1" ; +label variable ER15242 "P58 WHAT DID W/CASH MEN3-#1" ; +label variable ER15243 "P58 WHAT DID W/CASH MEN4-#1" ; +label variable ER15244 "P58 WHAT DID W/CASH MEN5-#1" ; +label variable ER15245 "P58 WHAT DID W/CASH MEN6-#1" ; +label variable ER15246 "P59 PREV PNSN IRA AMT-#1" ; +label variable ER15247 "P60 # YRS IN PREV PLAN-#1" ; +label variable ER15248 "P61 AGE EXPECT REC PREV PNSN-#1" ; +label variable ER15249 "P62 AMT EXPECT REC PREV PNSN-#1" ; +label variable ER15250 "P62 PREV PNSN PER-#1" ; +label variable ER15251 "P62 PCT EXPECT REC PREV PNSN-#1" ; +label variable ER15252 "P62 LUMP SUM EXPECT PREV PNSN-#1" ; +label variable ER15253 "P63 ACCT AMT WHEN LEFT PREV EMPLYR-#1" ; +label variable ER15254 "P64 WHAT DID W/PREV PNSN-#1" ; +label variable ER15255 "P65 ACCT AMT PREV PNSN NOW-#1" ; +label variable ER15256 "P66 AGE BEGAN REC ANNUITY-#1" ; +label variable ER15257 "P67 AMT PREV ANNUITY-#1" ; +label variable ER15258 "P67 PREV ANNUITY PER-#1" ; +label variable ER15259 "P68 AGE ELIG PREV PNSN-#1" ; +label variable ER15260 "P69 WTR SECOND PREV PENSION" ; +label variable ER15261 "P46 TYPE PREV PENSION-#2" ; +label variable ER15262 "P47 ACCT AMT WHEN LEFT PREV EMPLYR-#2" ; +label variable ER15263 "P48 WHAT DID W/PREV PNSN-#2" ; +label variable ER15264 "P49 AMT NOW PREV PNSN ACCT-#2" ; +label variable ER15265 "P50 AGE REC IF ANNUITY-#2" ; +label variable ER15266 "P51 AMT PREV ANNUITY-#2" ; +label variable ER15267 "P51 PREV ANNUITY PER-#2" ; +label variable ER15268 "P52 STATUS PREV PNSN MEN1-#2" ; +label variable ER15269 "P52 STATUS PREV PNSN MEN2-#2" ; +label variable ER15270 "P52 STATUS PREV PNSN MEN3-#2" ; +label variable ER15271 "P52 STATUS PREV PNSN MEN4-#2" ; +label variable ER15272 "P52 STATUS PREV PNSN MEN5-#2" ; +label variable ER15273 "P52 STATUS PREV PNSN MEN6-#2" ; +label variable ER15274 "P53 MO REC PREV PNSN-#2" ; +label variable ER15275 "P53 YR REC PREV PNSN-#2" ; +label variable ER15276 "P54 PREV PNSN BENEFIT AMT-#2" ; +label variable ER15277 "P54 BENEFIT PER-#2" ; +label variable ER15278 "P55 WTR BENEFITS COLA-#2" ; +label variable ER15279 "P56 WTR BENEFITS EVER COLA-#2" ; +label variable ER15280 "P57 PREV PNSN CASH SETTLEMNT AMT-#2" ; +label variable ER15281 "P58 WHAT DID W/CASH MEN1-#2" ; +label variable ER15282 "P58 WHAT DID W/CASH MEN2-#2" ; +label variable ER15283 "P58 WHAT DID W/CASH MEN3-#2" ; +label variable ER15284 "P58 WHAT DID W/CASH MEN4-#2" ; +label variable ER15285 "P58 WHAT DID W/CASH MEN5-#2" ; +label variable ER15286 "P58 WHAT DID W/CASH MEN6-#2" ; +label variable ER15287 "P59 PREV PNSN IRA AMT-#2" ; +label variable ER15288 "P60 # YRS IN PREV PLAN-#2" ; +label variable ER15289 "P61 AGE EXPECT REC PREV PNSN-#2" ; +label variable ER15290 "P62 AMT EXPECT REC PREV PNSN-#2" ; +label variable ER15291 "P62 PREV PNSN PER-#2" ; +label variable ER15292 "P62 PCT EXPECT REC PREV PNSN-#2" ; +label variable ER15293 "P62 LUMP SUM EXPECT PREV PNSN-#2" ; +label variable ER15294 "P63 ACCT AMT WHEN LEFT PREV EMPLYR-#2" ; +label variable ER15295 "P64 WHAT DID W/PREV PNSN-#2" ; +label variable ER15296 "P65 ACCT AMT PREV PNSN NOW-#2" ; +label variable ER15297 "P66 AGE BEGAN REC ANNUITY-#2" ; +label variable ER15298 "P67 AMT PREV ANNUITY-#2" ; +label variable ER15299 "P67 PREV ANNUITY PER-#2" ; +label variable ER15300 "P68 AGE ELIG PREV PNSN-#2" ; +label variable ER15301 "P70 WTR WORKING NOW" ; +label variable ER15302 "P71 WTR PNSN AT CURR JOB" ; +label variable ER15303 "P72 # EMPLOYEES CURR JOB" ; +label variable ER15304 "P73 WTR GT 50 EMPLOYEES" ; +label variable ER15305 "P75 STATE EMPLOYED IN" ; +label variable ER15306 "P76 # YRS IN PENSION PLAN" ; +label variable ER15307 "PY6 YR JOINED PENSION PLAN" ; +label variable ER15308 "P77 WTR EVER ELIG FOR PLAN" ; +label variable ER15309 "P78 # YRS TILL ELIGIBLE" ; +label variable ER15310 "P79 WTR VESTED" ; +label variable ER15311 "P80 # YRS TILL VESTED" ; +label variable ER15312 "P81 WTR CONTRIB TO PENSION" ; +label variable ER15313 "P82 WTR CONTRIB REQUIRED" ; +label variable ER15314 "P83 REQUIRED AMT" ; +label variable ER15315 "P83 REQUIRED AMT PER" ; +label variable ER15316 "P83 REQUIRED PCT" ; +label variable ER15317 "P84 WTR VOLUNTARY CONTRIB" ; +label variable ER15318 "P85 VOLUNTARY AMT" ; +label variable ER15319 "P85 VOLUNTARY AMT PER" ; +label variable ER15320 "P85 VOLUNTARY PCT" ; +label variable ER15321 "P86 HOW BENEFIT FIGURED" ; +label variable ER15322 "P87 WTR EMPLYR CONTRIB" ; +label variable ER15323 "P88 AMT EMPLYR CONTRIB" ; +label variable ER15324 "P88 EMPLYR AMT PER" ; +label variable ER15325 "P88 PCT EMPLYR CONTRIB" ; +label variable ER15326 "P89 AGE PENSION INCL EMPLYR CONTRIB" ; +label variable ER15327 "P90 AMT IN PENSION ACCT NOW" ; +label variable ER15328 "P90A HOW FUNDS INVESTED" ; +label variable ER15329 "P91 AMT COULD TAKE IF LEAVE EMPLYR" ; +label variable ER15330 "P91 AMT PER IF LEAVE EMPLYR" ; +label variable ER15331 "P91 PCT COULD TAKE IF LEAVE EMPLYR" ; +label variable ER15332 "P92 CKPT: TYPE PENSION" ; +label variable ER15333 "P93 BENEFIT FORMULA" ; +label variable ER15334 "P94 AGE FULL BENEFITS" ; +label variable ER15335 "P95 # YRS NEC FOR FULL BENEFITS" ; +label variable ER15336 "P96 AGE IF AGE+YRS" ; +label variable ER15337 "P96 # YRS IF AGE+YRS" ; +label variable ER15338 "P97 WTR REC PART PNSN IF RETIRE EARLY" ; +label variable ER15339 "P98 EARLY RETRMT FORMULA" ; +label variable ER15340 "P99 AGE ELIG PART BENEFITS" ; +label variable ER15341 "P100 # YRS ELIG PART BENEFITS" ; +label variable ER15342 "P101 AGE IF AGE+YRS" ; +label variable ER15343 "P101 # YRS IF AGE+YRS" ; +label variable ER15344 "P102 AGE EXPECT RECEIVE BENEFITS" ; +label variable ER15345 "P103 WTR CAN ESTIMATE BENEFIT" ; +label variable ER15346 "P104 ESTIMATED BENEFIT AMT" ; +label variable ER15347 "P104 ESTIMATED BENEFIT PER" ; +label variable ER15348 "P104 ESTIMATED BENEFIT PCT" ; +label variable ER15349 "P104 ESTIMATED LUMP SUM BENEFIT" ; +label variable ER15350 "P105 WTR BENEFICIARY" ; +label variable ER15351 "P106 AMT BENEFICIARY RECEIVES" ; +label variable ER15352 "P107 WTR PNSN LESSENED BY SOC SEC" ; +label variable ER15353 "P108 WHEN SOC SEC CHG PNSN AMT" ; +label variable ER15354 "P109 USUAL RETIRMNT AGE OF OTRS" ; +label variable ER15355 "P109 USUAL # YRS OTRS RETIRE" ; +label variable ER15356 "P110 AGE PLAN STOP WORK" ; +label variable ER15357 "P110 YR PLAN STOP WORK" ; +label variable ER15358 "P111 AGE WILL STOP WORK" ; +label variable ER15359 "P111 YR WILL STOP WORK" ; +label variable ER15360 "P112 WTR TAX-DEFER PLAN" ; +label variable ER15361 "P113 WTR EMPLYR CONTRIB" ; +label variable ER15362 "P114 AMT EMPLYR CONTRIB" ; +label variable ER15363 "P114 EMPLYR CONTRIB PER" ; +label variable ER15364 "P114 PCT EMPLYR CONTRIB" ; +label variable ER15365 "P115 WTR PNSN W/PREV EMPLYR" ; +label variable ER15366 "P116 TYPE PREV PENSION-#1" ; +label variable ER15367 "P117 ACCT AMT WHEN LEFT PREV EMPLYR-#1" ; +label variable ER15368 "P118 WHAT DID W/PREV PNSN-#1" ; +label variable ER15369 "P119 AMT NOW PREV PNSN ACCT-#1" ; +label variable ER15370 "P120 AGE REC IF ANNUITY-#1" ; +label variable ER15371 "P121 AMT PREV ANNUITY-#1" ; +label variable ER15372 "P121 PREV ANNUITY PER-#1" ; +label variable ER15373 "P122 STATUS PREV PNSN MEN1-#1" ; +label variable ER15374 "P122 STATUS PREV PNSN MEN2-#1" ; +label variable ER15375 "P122 STATUS PREV PNSN MEN3-#1" ; +label variable ER15376 "P122 STATUS PREV PNSN MEN4-#1" ; +label variable ER15377 "P122 STATUS PREV PNSN MEN5-#1" ; +label variable ER15378 "P122 STATUS PREV PNSN MEN6-#1" ; +label variable ER15379 "P123 MO REC PREV PNSN-#1" ; +label variable ER15380 "P123 YR REC PREV PNSN-#1" ; +label variable ER15381 "P124 PREV PNSN BENEFIT AMT-#1" ; +label variable ER15382 "P124 BENEFIT PER-#1" ; +label variable ER15383 "P125 WTR BENEFITS COLA-#1" ; +label variable ER15384 "P126 WTR BENEFITS EVER COLA-#1" ; +label variable ER15385 "P127 PREV PNSN CASH SETTLEMNT AMT-#1" ; +label variable ER15386 "P128 WHAT DID W/CASH MEN1-#1" ; +label variable ER15387 "P128 WHAT DID W/CASH MEN2-#1" ; +label variable ER15388 "P128 WHAT DID W/CASH MEN3-#1" ; +label variable ER15389 "P128 WHAT DID W/CASH MEN4-#1" ; +label variable ER15390 "P128 WHAT DID W/CASH MEN5-#1" ; +label variable ER15391 "P128 WHAT DID W/CASH MEN6-#1" ; +label variable ER15392 "P129 PREV PNSN IRA AMT-#1" ; +label variable ER15393 "P130 # YRS IN PREV PLAN-#1" ; +label variable ER15394 "P131 AGE EXPECT REC PREV PNSN-#1" ; +label variable ER15395 "P132 AMT EXPECT REC PREV PNSN-#1" ; +label variable ER15396 "P132 PREV PNSN PER-#1" ; +label variable ER15397 "P132 PCT EXPECT REC PREV PNSN-#1" ; +label variable ER15398 "P132 LUMP SUM EXPECT PREV PNSN-#1" ; +label variable ER15399 "P133 ACCT AMT WHEN LEFT PREV EMPLYR-#1" ; +label variable ER15400 "P134 WHAT DID W/PREV PNSN-#1" ; +label variable ER15401 "P135 ACCT AMT PREV PNSN NOW-#1" ; +label variable ER15402 "P136 AGE BEGAN REC ANNUITY-#1" ; +label variable ER15403 "P137 AMT PREV ANNUITY-#1" ; +label variable ER15404 "P137 PREV ANNUITY PER-#1" ; +label variable ER15405 "P138 AGE ELIG PREV PNSN-#1" ; +label variable ER15406 "P139 WTR SECOND PREV PENSION" ; +label variable ER15407 "P116 TYPE PREV PENSION-#2" ; +label variable ER15408 "P117 ACCT AMT WHEN LEFT PREV EMPLYR-#2" ; +label variable ER15409 "P118 WHAT DID W/PREV PNSN-#2" ; +label variable ER15410 "P119 AMT NOW PREV PNSN ACCT-#2" ; +label variable ER15411 "P120 AGE REC IF ANNUITY-#2" ; +label variable ER15412 "P121 AMT PREV ANNUITY-#2" ; +label variable ER15413 "P121 PREV ANNUITY PER-#2" ; +label variable ER15414 "P122 STATUS PREV PNSN MEN1-#2" ; +label variable ER15415 "P122 STATUS PREV PNSN MEN2-#2" ; +label variable ER15416 "P122 STATUS PREV PNSN MEN3-#2" ; +label variable ER15417 "P122 STATUS PREV PNSN MEN4-#2" ; +label variable ER15418 "P122 STATUS PREV PNSN MEN5-#2" ; +label variable ER15419 "P122 STATUS PREV PNSN MEN6-#2" ; +label variable ER15420 "P123 MO REC PREV PNSN-#2" ; +label variable ER15421 "P123 YR REC PREV PNSN-#2" ; +label variable ER15422 "P124 PREV PNSN BENEFIT AMT-#2" ; +label variable ER15423 "P124 BENEFIT PER-#2" ; +label variable ER15424 "P125 WTR BENEFITS COLA-#2" ; +label variable ER15425 "P126 WTR BENEFITS EVER COLA-#2" ; +label variable ER15426 "P127 PREV PNSN CASH SETTLEMNT AMT-#2" ; +label variable ER15427 "P128 WHAT DID W/CASH MEN1-#2" ; +label variable ER15428 "P128 WHAT DID W/CASH MEN2-#2" ; +label variable ER15429 "P128 WHAT DID W/CASH MEN3-#2" ; +label variable ER15430 "P128 WHAT DID W/CASH MEN4-#2" ; +label variable ER15431 "P128 WHAT DID W/CASH MEN5-#2" ; +label variable ER15432 "P128 WHAT DID W/CASH MEN6-#2" ; +label variable ER15433 "P129 PREV PNSN IRA AMT-#2" ; +label variable ER15434 "P130 # YRS IN PREV PLAN-#2" ; +label variable ER15435 "P131 AGE EXPECT REC PREV PNSN-#2" ; +label variable ER15436 "P132 AMT EXPECT REC PREV PNSN-#2" ; +label variable ER15437 "P132 PREV PNSN PER-#2" ; +label variable ER15438 "P132 PCT EXPECT REC PREV PNSN-#2" ; +label variable ER15439 "P132 LUMP SUM EXPECT PREV PNSN-#2" ; +label variable ER15440 "P133 ACCT AMT WHEN LEFT PREV EMPLYR-#2" ; +label variable ER15441 "P134 WHAT DID W/PREV PNSN-#2" ; +label variable ER15442 "P135 ACCT AMT PREV PNSN NOW-#2" ; +label variable ER15443 "P136 AGE BEGAN REC ANNUITY-#2" ; +label variable ER15444 "P137 AMT PREV ANNUITY-#2" ; +label variable ER15445 "P137 PREV ANNUITY PER-#2" ; +label variable ER15446 "P138 AGE ELIG PREV PNSN-#2" ; +label variable ER15447 "H1 STATUS OF HEALTH-HEAD" ; +label variable ER15448 "H1A HEALTH STATUS, BIRTH TO AGE 16" ; +label variable ER15449 "H2 LIMIT TYPE/AMT WRK H" ; +label variable ER15450 "H3 NOT DO CERTAIN WRK H" ; +label variable ER15451 "H4 LIMIT AMT WRK DO H" ; +label variable ER15452 "H5A WTR HAD STROKE" ; +label variable ER15453 "H6A # DAYS STROKE" ; +label variable ER15454 "H6A # MOS STROKE" ; +label variable ER15455 "H6A # WKS STROKE" ; +label variable ER15456 "H6A # YRS STROKE" ; +label variable ER15457 "H7A LIMIT DAILY ACTIVITY" ; +label variable ER15458 "H5B WTR HIGH BLOOD PRESSURE" ; +label variable ER15459 "H6B # DAYS HIGH BLOOD PRESSURE" ; +label variable ER15460 "H6B # MOS HIGH BLOOD PRESSURE" ; +label variable ER15461 "H6B # WKS HIGH BLOOD PRESSURE" ; +label variable ER15462 "H6B # YRS HIGH BLOOD PRESSURE" ; +label variable ER15463 "H7B LIMIT DAILY ACTIVITY" ; +label variable ER15464 "H5C WTR DIABETES" ; +label variable ER15465 "H6C # DAYS DIABETES" ; +label variable ER15466 "H6C # MOS DIABETES" ; +label variable ER15467 "H6C # WKS DIABETES" ; +label variable ER15468 "H6C # YRS DIABETES" ; +label variable ER15469 "H7C LIMIT DAILY ACTIVITY" ; +label variable ER15470 "H5D WTR CANCER" ; +label variable ER15471 "H6D # DAYS CANCER" ; +label variable ER15472 "H6D # MOS CANCER" ; +label variable ER15473 "H6D # WKS CANCER" ; +label variable ER15474 "H6D # YRS CANCER" ; +label variable ER15475 "H7D LIMIT DAILY ACTIVITY" ; +label variable ER15476 "H5E WTR LUNG DISEASE" ; +label variable ER15477 "H6E # DAYS LUNG DISEASE" ; +label variable ER15478 "H6E # MOS LUNG DISEASE" ; +label variable ER15479 "H6E # WKS LUNG DISEASE" ; +label variable ER15480 "H6E # YRS LUNG DISEASE" ; +label variable ER15481 "H7E LIMIT DAILY ACTIVITY" ; +label variable ER15482 "H5F WTR HEART ATTACK" ; +label variable ER15483 "H6F # DAYS HEART ATTACK" ; +label variable ER15484 "H6F # MOS HEART ATTACK" ; +label variable ER15485 "H6F # WKS HEART ATTACK" ; +label variable ER15486 "H6F # YRS HEART ATTACK" ; +label variable ER15487 "H7F LIMIT DAILY ACTIVITY" ; +label variable ER15488 "H5G WTR HEART DISEASE" ; +label variable ER15489 "H6G # DAYS HEART DISEASE" ; +label variable ER15490 "H6G # MOS HEART DISEASE" ; +label variable ER15491 "H6G # WKS HEART DISEASE" ; +label variable ER15492 "H6G # YRS HEART DISEASE" ; +label variable ER15493 "H7G LIMIT DAILY ACTIVITY" ; +label variable ER15494 "H5H WTR EMOTIONAL PROB" ; +label variable ER15495 "H6H # DAYS EMOTIONAL PR" ; +label variable ER15496 "H6H # MOS EMOTIONAL PROB" ; +label variable ER15497 "H6H # WKS EMOTIONAL PROB" ; +label variable ER15498 "H6H # YRS EMOTIONAL PROB" ; +label variable ER15499 "H7H LIMIT DAILY ACTIVITY" ; +label variable ER15500 "H5I WTR ARTHRITIS" ; +label variable ER15501 "H6I # DAYS ARTHRITIS" ; +label variable ER15502 "H6I # MOS ARTHRITIS" ; +label variable ER15503 "H6I # WKS ARTHRITIS" ; +label variable ER15504 "H6I # YRS ARTHRITIS" ; +label variable ER15505 "H7I LIMIT DAILY ACTIVITY" ; +label variable ER15506 "H5J WTR ASTHMA" ; +label variable ER15507 "H6J # DAYS ASTHMA" ; +label variable ER15508 "H6J # MOS ASTHMA" ; +label variable ER15509 "H6J # WKS ASTHMA" ; +label variable ER15510 "H6J # YRS ASTHMA" ; +label variable ER15511 "H7J LIMIT DAILY ACTIVITY" ; +label variable ER15512 "H5K WTR MENTAL LOSS" ; +label variable ER15513 "H6K # DAYS MENTAL LOSS" ; +label variable ER15514 "H6K # MOS MENTAL LOSS" ; +label variable ER15515 "H6K # WKS MENTAL LOSS" ; +label variable ER15516 "H6K # YRS MENTAL LOSS" ; +label variable ER15517 "H7K LIMIT DAILY ACTIVITY" ; +label variable ER15518 "H5L WTR LEARNING DISORDER" ; +label variable ER15519 "H6L # DAYS LEARNING DISORDER" ; +label variable ER15520 "H6L # MOS LEARNING DISORDER" ; +label variable ER15521 "H6L # WKS LEARNING DISORDER" ; +label variable ER15522 "H6L # YRS LEARNING DISORDER" ; +label variable ER15523 "H7L LIMIT DAILY ACTIVITY" ; +label variable ER15524 "H8 CKPT: WTR 55 OR OLDER" ; +label variable ER15525 "H9A WTR PROBLEM BATHING" ; +label variable ER15526 "H10A WTR SOMEONE HELPS" ; +label variable ER15527 "H9B WTR PROBLEM DRESSING" ; +label variable ER15528 "H10B WTR SOMEONE HELPS" ; +label variable ER15529 "H9C WTR PROBLEM EATING" ; +label variable ER15530 "H10C WTR SOMEONE HELPS" ; +label variable ER15531 "H9D WTR PROB GETTING IN/OUT BED/CHAIR" ; +label variable ER15532 "H10D WTR SOMEONE HELPS" ; +label variable ER15533 "H9E WTR PROBLEM WALKING" ; +label variable ER15534 "H10E WTR SOMEONE HELPS" ; +label variable ER15535 "H9F WTR PROBLEM GETTING OUTSIDE" ; +label variable ER15536 "H10F WTR SOMEONE HELPS" ; +label variable ER15537 "H9G WTR PROBLEM USE/GET TO TOILET" ; +label variable ER15538 "H10G WTR SOMEONE HELPS" ; +label variable ER15539 "H11 FREQ OF LIGHT PHYSICAL ACTIVITY" ; +label variable ER15540 "H11 LIGHT PHYSICAL ACTIVITY PER" ; +label variable ER15541 "H12 FREQ OF HEAVY PHYSICAL ACTIVITY" ; +label variable ER15542 "H12 HEAVY PHYSICAL ACTIVITY PER" ; +label variable ER15543 "H13 WTR SMOKE CIGARETTES" ; +label variable ER15544 "H14 # CIGARETTES PER DAY" ; +label variable ER15545 "H15 AGE WHEN FIRST SMOKED" ; +label variable ER15546 "H16 WTR EVER SMOKED CIGARETTES" ; +label variable ER15547 "H17 # CIGARETTES PER DAY" ; +label variable ER15548 "H18 AGE LAST SMOKED REGULARLY" ; +label variable ER15549 "H19 AGE FIRST SMOKED REGULARLY" ; +label variable ER15550 "H20 WTR DRINK ALCOHOL" ; +label variable ER15551 "H21 # ALCOHOLIC DRINKS PER DAY" ; +label variable ER15552 "H22 WEIGHT" ; +label variable ER15553 "H23 HEIGHT-FEET" ; +label variable ER15554 "H23 HEIGHT-INCHES" ; +label variable ER15555 "H25 STATUS OF HEALTH" ; +label variable ER15556 "H25A HEALTH STATUS, BIRTH TO AGE 16" ; +label variable ER15557 "H26 WTR TYPE/AMT WORK LIMITED" ; +label variable ER15558 "H27 WTR UNABLE TO DO SOME TYPES WORK" ; +label variable ER15559 "H28 WTR LIMITED IN WORK CAN DO" ; +label variable ER15560 "H29A WTR HAD STROKE" ; +label variable ER15561 "H30A # DAYS STROKE" ; +label variable ER15562 "H30A # MOS STROKE" ; +label variable ER15563 "H30A # WKS STROKE" ; +label variable ER15564 "H30A # YRS STROKE" ; +label variable ER15565 "H31A LIMIT DAILY ACTIVITY" ; +label variable ER15566 "H29B WTR HIGH BLOOD PRESSURE" ; +label variable ER15567 "H30B # DAYS HIGH BLOOD PRESSURE" ; +label variable ER15568 "H30B # MOS HIGH BLOOD PRESSURE" ; +label variable ER15569 "H30B # WKS HIGH BLOOD PRESSURE" ; +label variable ER15570 "H30B # YRS HIGH BLOOD PRESSURE" ; +label variable ER15571 "H31B LIMIT DAILY ACTIVITY" ; +label variable ER15572 "H29C WTR DIABETES" ; +label variable ER15573 "H30C # DAYS DIABETES" ; +label variable ER15574 "H30C # MOS DIABETES" ; +label variable ER15575 "H30C # WKS DIABETES" ; +label variable ER15576 "H30C # YRS DIABETES" ; +label variable ER15577 "H31C LIMIT DAILY ACTIVITY" ; +label variable ER15578 "H29D WTR CANCER" ; +label variable ER15579 "H30D # DAYS CANCER" ; +label variable ER15580 "H30D # MOS CANCER" ; +label variable ER15581 "H30D # WKS CANCER" ; +label variable ER15582 "H30D # YRS CANCER" ; +label variable ER15583 "H31D LIMIT DAILY ACTIVITY" ; +label variable ER15584 "H29E WTR LUNG DISEASE" ; +label variable ER15585 "H30E # DAYS LUNG DISEASE" ; +label variable ER15586 "H30E # MOS LUNG DISEASE" ; +label variable ER15587 "H30E # WKS LUNG DISEASE" ; +label variable ER15588 "H30E # YRS LUNG DISEASE" ; +label variable ER15589 "H31E LIMIT DAILY ACTIVITY" ; +label variable ER15590 "H29F WTR HEART ATTACK" ; +label variable ER15591 "H30F # DAYS HEART ATTACK" ; +label variable ER15592 "H30F # MOS HEART ATTACK" ; +label variable ER15593 "H30F # WKS HEART ATTACK" ; +label variable ER15594 "H30F # YRS HEART ATTACK" ; +label variable ER15595 "H31F LIMIT DAILY ACTIVITY" ; +label variable ER15596 "H29G WTR HEART DISEASE" ; +label variable ER15597 "H30G # DAYS HEART DISEASE" ; +label variable ER15598 "H30G # MOS HEART DISEASE" ; +label variable ER15599 "H30G # WKS HEART DISEASE" ; +label variable ER15600 "H30G # YRS HEART DISEASE" ; +label variable ER15601 "H31G LIMIT DAILY ACTIVITY" ; +label variable ER15602 "H29H WTR EMOTIONAL PROB" ; +label variable ER15603 "H30H # DAYS EMOTIONAL PR" ; +label variable ER15604 "H30H # MOS EMOTIONAL PROB" ; +label variable ER15605 "H30H # WKS EMOTIONAL PROB" ; +label variable ER15606 "H30H # YRS EMOTIONAL PROB" ; +label variable ER15607 "H31H LIMIT DAILY ACTIVITY" ; +label variable ER15608 "H29I WTR ARTHRITIS" ; +label variable ER15609 "H30I # DAYS ARTHRITIS" ; +label variable ER15610 "H30I # MOS ARTHRITIS" ; +label variable ER15611 "H30I # WKS ARTHRITIS" ; +label variable ER15612 "H30I # YRS ARTHRITIS" ; +label variable ER15613 "H31I LIMIT DAILY ACTIVITY" ; +label variable ER15614 "H29J WTR ASTHMA" ; +label variable ER15615 "H30J # DAYS ASTHMA" ; +label variable ER15616 "H30J # MOS ASTHMA" ; +label variable ER15617 "H30J # WKS ASTHMA" ; +label variable ER15618 "H30J # YRS ASTHMA" ; +label variable ER15619 "H31J LIMIT DAILY ACTIVITY" ; +label variable ER15620 "H29K WTR MENTAL LOSS" ; +label variable ER15621 "H30K # DAYS MENTAL LOSS" ; +label variable ER15622 "H30K # MOS MENTAL LOSS" ; +label variable ER15623 "H30K # WKS MENTAL LOSS" ; +label variable ER15624 "H30K # YRS MENTAL LOSS" ; +label variable ER15625 "H31K LIMIT DAILY ACTIVITY" ; +label variable ER15626 "H29L WTR LEARNING DISORDER" ; +label variable ER15627 "H30L # DAYS LEARNING DISORDER" ; +label variable ER15628 "H30L # MOS LEARNING DISORDER" ; +label variable ER15629 "H30L # WKS LEARNING DISORDER" ; +label variable ER15630 "H30L # YRS LEARNING DISORDER" ; +label variable ER15631 "H31L LIMIT DAILY ACTIVITY" ; +label variable ER15632 "H32 CKPT: WTR 55 OR OLDER" ; +label variable ER15633 "H33A WTR PROBLEM BATHING" ; +label variable ER15634 "H34A WTR SOMEONE HELPS" ; +label variable ER15635 "H33B WTR PROBLEM DRESSING" ; +label variable ER15636 "H34B WTR SOMEONE HELPS" ; +label variable ER15637 "H33 WTR PROBLEM EATING" ; +label variable ER15638 "H34C WTR SOMEONE HELPS" ; +label variable ER15639 "H33D WTR PROB GETTING IN/OUT BED/CHAIR" ; +label variable ER15640 "H34D WTR SOMEONE HELPS" ; +label variable ER15641 "H33E WTR PROBLEM WALKING" ; +label variable ER15642 "H34E WTR SOMEONE HELPS" ; +label variable ER15643 "H33F WTR PROBLEM GETTING OUTSIDE" ; +label variable ER15644 "H34F WTR SOMEONE HELPS" ; +label variable ER15645 "H33G WTR PROBLEM USE/GET TO TOILET" ; +label variable ER15646 "H34G WTR SOMEONE HELPS" ; +label variable ER15647 "H35 FREQ OF LIGHT PHYSICAL ACTIVITY" ; +label variable ER15648 "H35 LIGHT PHYSICAL ACTIVITY PER" ; +label variable ER15649 "H36 FREQ OF HEAVY PHYSICAL ACTIVITY" ; +label variable ER15650 "H36 HEAVY PHYSICAL ACTIVITY PER" ; +label variable ER15651 "H37 WTR SMOKE CIGARETTES" ; +label variable ER15652 "H38 # CIGARETTES PER DAY" ; +label variable ER15653 "H39 AGE WHEN FIRST SMOKED" ; +label variable ER15654 "H40 WTR EVER SMOKED CIGARETTES" ; +label variable ER15655 "H41 # CIGARETTES PER DAY" ; +label variable ER15656 "H42 AGE LAST SMOKED REGULARLY" ; +label variable ER15657 "H43 AGE FIRST SMOKED REGULARLY" ; +label variable ER15658 "H44 WTR DRINK ALCOHOL" ; +label variable ER15659 "H45 # ALCOHOLIC DRINKS PER DAY" ; +label variable ER15660 "H46 WEIGHT" ; +label variable ER15661 "H47 HEIGHT-FEET" ; +label variable ER15662 "H47 HEIGHT-INCHES" ; +label variable ER15663 "H51A AWARE OF DIETARY GUIDELINES/AMERCNS" ; +label variable ER15664 "H51B AWARE OF 5-A-DAY PROGRAM" ; +label variable ER15665 "H51C AWARE OF FOOD GUIDE PYRAMID" ; +label variable ER15666 "H52A IMPORTANCE OF FRUITS/VEGGIES" ; +label variable ER15667 "H52B IMPORTANCE OF LOW FAT DIET" ; +label variable ER15668 "H52C IMPORTANCE OF FIBER IN DIET" ; +label variable ER15669 "H52D IMPORTANCE OF GRAIN PRODUCTS" ; +label variable ER15670 "H52E IMPORTANCE OF HEALTHY WEIGHT" ; +label variable ER15671 "H53A AWARE OF PROBS IF EAT TOO MUCH FAT" ; +label variable ER15672 "H53B CORONARY DISEASE IF TOO MUCH FAT" ; +label variable ER15673 "H53B ARTHRITIS IF TOO MUCH FAT" ; +label variable ER15674 "H53B BONE PROBLEMS IF TOO MUCH FAT" ; +label variable ER15675 "H53B BREATHING PROBLEMS IF TOO MUCH FAT" ; +label variable ER15676 "H53B CANCER IF TOO MUCH FAT" ; +label variable ER15677 "H53B GASTROINTESTINAL PROBS TOO MUCH FAT" ; +label variable ER15678 "H53B DENTAL PROBLEMS IF TOO MUCH FAT" ; +label variable ER15679 "H53B DIABETES IF TOO MUCH FAT" ; +label variable ER15680 "H53B FLUID RETENTION IF TOO MUCH FAT" ; +label variable ER15681 "H53B FATIGUE IF TOO MUCH FAT" ; +label variable ER15682 "H53B CHOLESTEROL PROBS IF TOO MUCH FAT" ; +label variable ER15683 "H53B HIGH BLOOD PRESSURE IF TOO MUCH FAT" ; +label variable ER15684 "H53B HYPERTENSION IF TOO MUCH FAT" ; +label variable ER15685 "H53B KIDNEY PROBLEMS IF TOO MUCH FAT" ; +label variable ER15686 "H53B OVERWEIGHT IF TOO MUCH FAT" ; +label variable ER15687 "H53B STROKE IF TOO MUCH FAT" ; +label variable ER15688 "H53B UNSPECIFIC HEALTH PROB TOO MUCH FAT" ; +label variable ER15689 "H53B OTHER HEALTH PROBS IF TOO MUCH FAT" ; +label variable ER15690 "H54A AWARE OF PROBS IF LACK OF FIBER" ; +label variable ER15691 "H54B CORONARY DISEASE IF LACK OF FIBER" ; +label variable ER15692 "H54B ARTHRITIS IF LACK OF FIBER" ; +label variable ER15693 "H54B BONE PROBLEMS IF LACK OF FIBER" ; +label variable ER15694 "H54B BREATHING PROBLEMS IF LACK OF FIBER" ; +label variable ER15695 "H54B CANCER IF LACK OF FIBER" ; +label variable ER15696 "H54B GASTROINTESTINAL PROBS LACK FIBER" ; +label variable ER15697 "H54B DENTAL PROBLEMS IF LACK OF FIBER" ; +label variable ER15698 "H54B DIABETES IF LACK OF FIBER" ; +label variable ER15699 "H54B FLUID RETENTION IF LACK OF FIBER" ; +label variable ER15700 "H54B FATIGUE IF LACK OF FIBER" ; +label variable ER15701 "H54B CHOLESTEROL PROBS IF LACK OF FIBER" ; +label variable ER15702 "H54B HIGH BLOOD PRESSURE IF LACK FIBER" ; +label variable ER15703 "H54B HYPERTENSION IF LACK OF FIBER" ; +label variable ER15704 "H54B KIDNEY PROBLEMS IF LACK OF FIBER" ; +label variable ER15705 "H54B OVERWEIGHT IF LACK OF FIBER" ; +label variable ER15706 "H54B STROKE IF LACK OF FIBER" ; +label variable ER15707 "H54B UNSPECIFIC HEALTH PROB LACK FIBER" ; +label variable ER15708 "H54B OTHER HEALTH PROBS IF LACK OF FIBER" ; +label variable ER15709 "H55A AWARE OF PROBS IF LACK OF CALCIUM" ; +label variable ER15710 "H55B CORONARY DISEASE IF LACK OF CALCIUM" ; +label variable ER15711 "H55B ARTHRITIS IF LACK OF CALCIUM" ; +label variable ER15712 "H55B BONE PROBLEMS IF LACK OF CALCIUM" ; +label variable ER15713 "H55B BREATHING PROBLEMS IF LACK CALCIUM" ; +label variable ER15714 "H55B CANCER IF LACK OF CALCIUM" ; +label variable ER15715 "H55B GASTROINTESTINAL PROBS LACK CALCIUM" ; +label variable ER15716 "H55B DENTAL PROBLEMS IF LACK OF CALCIUM" ; +label variable ER15717 "H55B DIABETES IF LACK OF CALCIUM" ; +label variable ER15718 "H55B FLUID RETENTION IF LACK OF CALCIUM" ; +label variable ER15719 "H55B FATIGUE IF LACK OF CALCIUM" ; +label variable ER15720 "H55B CHOLESTEROL PROBS IF LACK CALCIUM" ; +label variable ER15721 "H55B HIGH BLOOD PRESSURE IF LACK CALCIUM" ; +label variable ER15722 "H55B HYPERTENSION IF LACK OF CALCIUM" ; +label variable ER15723 "H55B KIDNEY PROBLEMS IF LACK OF CALCIUM" ; +label variable ER15724 "H55B OVERWEIGHT IF LACK OF CALCIUM" ; +label variable ER15725 "H55B STROKE IF LACK OF CALCIUM" ; +label variable ER15726 "H55B UNSPECIFIC HEALTH PROB LACK CALCIUM" ; +label variable ER15727 "H55B OTHER HEALTH PROBS IF LACK CALCIUM" ; +label variable ER15728 "H56A AWARE OF PROBS TOO MUCH CHOLESTEROL" ; +label variable ER15729 "H56B CORONARY DISEASE TOO MUCH CHOLESTRL" ; +label variable ER15730 "H56B ARTHRITIS IF TOO MUCH CHOLESTEROL" ; +label variable ER15731 "H56B BONE PROBLEMS TOO MUCH CHOLESTEROL" ; +label variable ER15732 "H56B BREATHING PROBS TOO MUCH CHOLESTRL" ; +label variable ER15733 "H56B CANCER IF TOO MUCH CHOLESTEROL" ; +label variable ER15734 "H56B GASTROINTESTL PROBS TOO MUCH CHOLES" ; +label variable ER15735 "H56B DENTAL PROBS TOO MUCH CHOLESTEROL" ; +label variable ER15736 "H56B DIABETES IF TOO MUCH CHOLESTEROL" ; +label variable ER15737 "H56B FLUID RETENTION TOO MUCH CHOLESTRL" ; +label variable ER15738 "H56B FATIGUE IF TOO MUCH CHOLESTEROL" ; +label variable ER15739 "H56B CHOLESTEROL PROBS TOO MUCH CHOLES" ; +label variable ER15740 "H56B HIGH BLOOD PRESS TOO MUCH CHOLESTRL" ; +label variable ER15741 "H56B HYPERTENSION IF TOO MUCH CHOLESTRL" ; +label variable ER15742 "H56B KIDNEY PROBS IF TOO MUCH CHOLESTRL" ; +label variable ER15743 "H56B OVERWEIGHT IF TOO MUCH CHOLESTEROL" ; +label variable ER15744 "H56B STROKE IF TOO MUCH CHOLESTEROL" ; +label variable ER15745 "H56B UNSPECIFIC HLTH PROB TOO MUCH CHOL" ; +label variable ER15746 "H56B OTHER HLTH PROBS TOO MUCH CHOLESTRL" ; +label variable ER15747 "H57A WTR AWARE PROBS IF OVERWEIGHT" ; +label variable ER15748 "H57B CORONARY DISEASE IF OVERWEIGHT" ; +label variable ER15749 "H57B ARTHRITIS IF OVERWEIGHT" ; +label variable ER15750 "H57B BONE PROBLEMS IF OVERWEIGHT" ; +label variable ER15751 "H57B BREATHING PROBS IF OVERWEIGHT" ; +label variable ER15752 "H57B CANCER IF OVERWEIGHT" ; +label variable ER15753 "H57B GASTROINTESTINAL PROBS OVERWEIGHT" ; +label variable ER15754 "H57B DENTAL PROBLEMS IF OVERWEIGHT" ; +label variable ER15755 "H57B DIABETES IF OVERWEIGHT" ; +label variable ER15756 "H57B FLUID RETENTION IF OVERWEIGHT" ; +label variable ER15757 "H57B FATIGUE IF OVERWEIGHT" ; +label variable ER15758 "H57B CHOLESTEROL PROBS IF OVERWEIGHT" ; +label variable ER15759 "H57B HIGH BLOOD PRESSURE IF OVERWEIGHT" ; +label variable ER15760 "H57B HYPERTENSION IF OVERWEIGHT" ; +label variable ER15761 "H57B KIDNEY PROBLEMS IF OVERWEIGHT" ; +label variable ER15762 "H57B OVERWEIGHT IF OVERWEIGHT" ; +label variable ER15763 "H57B STROKE IF OVERWEIGHT" ; +label variable ER15764 "H57B UNSPECIFIC HLTH PROBS IF OVERWEIGHT" ; +label variable ER15765 "H57B OTHER HEALTH PROBS IF OVERWEIGHT" ; +label variable ER15766 "H58A WTR HEALTH INFO FROM WORK SITE PGM" ; +label variable ER15767 "H58_01 WTR HLTH INFO FROM DOCTOR" ; +label variable ER15768 "H58_02 WTR INFO FROM NURSE/HLTH CARE PRO" ; +label variable ER15769 "H58_03 WTR INFO FROM FAMILY/FRIEND" ; +label variable ER15770 "H58_04 WTR INFO NEWSPAPER/MAGAZINE/BOOK" ; +label variable ER15771 "H58_05 WTR INFO FROM RADIO/TV" ; +label variable ER15772 "H58_06 WTR INFO FROM FOOD/NUTRITION LABL" ; +label variable ER15773 "H58_07 WTR INFO FROM FOOD COMPANY PUB" ; +label variable ER15774 "H58_08 WTR INFO FROM WORKSITE HLTH PROMO" ; +label variable ER15775 "H58_09 WTR INFO FROM GVT/HLTH ORG PUBN" ; +label variable ER15776 "H58_10 WTR INFO FROM HEALTH INSURER" ; +label variable ER15777 "H58_11 WTR INFO FROM PRIVATE WT LOSS PGM" ; +label variable ER15778 "H58_12 WTR INFO FROM OTHER SOURCES" ; +label variable ER15779 "H60 WTR ANY FU MEMBER W/HLTH INS 1997-98" ; +label variable ER15780 "H63 TOTAL PAID FOR HLTH INS 1997-98" ; +label variable ER15781 "H64 TOT 1997-98 HOSPITAL/NURSING HM EXP" ; +label variable ER15782 "H65 WTR TOTAL EXPENSE GE 10,000" ; +label variable ER15783 "H66 WTR TOTAL EXPENSE GE 20,000" ; +label variable ER15784 "H67 WTR TOTAL EXPENSE GE 50,000" ; +label variable ER15785 "H68 WTR TOTAL EXPENSE GE 5,000" ; +label variable ER15786 "H69 WTR TOTAL EXPENSE GE 500" ; +label variable ER15787 "H70 TOT 1997-98 DR/OUTP SURG/DENTAL EXP" ; +label variable ER15788 "H71 WTR TOTAL EXPENSE GE 1,000" ; +label variable ER15789 "H72 WTR TOTAL EXPENSE GE 5,000" ; +label variable ER15790 "H73 WTR TOTAL EXPENSE GE 20,000" ; +label variable ER15791 "H74 WTR TOTAL EXPENSE GE 500" ; +label variable ER15792 "H75 WTR TOTAL EXPENSE GE 200" ; +label variable ER15793 "H76 TOT 1997-98 PRESCRIP/OTR SVCS EXPENS" ; +label variable ER15794 "H77 WTR TOTAL EXPENSE GE 5,000" ; +label variable ER15795 "H78 WTR TOTAL EXPENSE GE 10,000" ; +label variable ER15796 "H79 WTR TOTAL EXPENSE GE 20,000" ; +label variable ER15797 "H80 WTR TOTAL EXPENSE GE 1,000" ; +label variable ER15798 "H81 WTR TOTAL EXPENSE GE 500" ; +label variable ER15799 "H82 TOTAL 1997-98 COST ALL MEDICAL CARE" ; +label variable ER15800 "H83 WTR TOTAL COST GE 25,000" ; +label variable ER15801 "H84 WTR TOTAL COST GE 100,000" ; +label variable ER15802 "H85 WTR TOTAL COST GE 500,000" ; +label variable ER15803 "H86 WTR TOTAL COST GE 5,000" ; +label variable ER15804 "H87 WTR TOTAL COST GE 1,000" ; +label variable ER15805 "K1 CKPT: WTR WIFE" ; +label variable ER15806 "K2/67 ST FATHER BORN-WF" ; +label variable ER15807 "K3/68 ST FTH GREW UP-WF" ; +label variable ER15808 "K4/69 FTH EDUC IN US-WF" ; +label variable ER15809 "K5/70 EDUC OF FTHR US-WF" ; +label variable ER15810 "K6/71 FTHR READ/WRITE-WF" ; +label variable ER15811 "K7/72 CKPT FTH ED OUT US" ; +label variable ER15812 "K8/73 YRS ED FTHR OUT US" ; +label variable ER15813 "K10-10A OCCUPATION OF FATHER" ; +label variable ER15814 "K11 INDUSTRY OF FATHER" ; +label variable ER15815 "K12/77 ST MOTHER BORN-WF" ; +label variable ER15816 "K13/78 ST MTHR GREW UP-W" ; +label variable ER15817 "K14/79 MTHR EDUC IN US-W" ; +label variable ER15818 "K15/80 ED OF MTH IN US-W" ; +label variable ER15819 "K16/81 MTH READ/WRITE-WF" ; +label variable ER15820 "K17/82 CKP MTH ED OUT US" ; +label variable ER15821 "K18/83 YRS ED MTH OUT" ; +label variable ER15822 "K20-20A OCCUPATION OF MOTHER" ; +label variable ER15823 "K21 INDUSTRY OF MOTHER" ; +label variable ER15824 "K22 WHETHER BROTHERS WF" ; +label variable ER15825 "K23 # BROTHERS WIFE" ; +label variable ER15826 "K24 ONLY BRO STILL ALIVE" ; +label variable ER15827 "K25 ONLY BRO OLDR THAN W" ; +label variable ER15828 "K26 # BRO STILL ALIVE" ; +label variable ER15829 "K27 ANY BRO OLDR THAN WF" ; +label variable ER15830 "K28 WHETHER SISTERS WF" ; +label variable ER15831 "K29 # SISTERS WIFE" ; +label variable ER15832 "K30 ONLY SIS STILL ALIVE" ; +label variable ER15833 "K31 ONLY SIS OLDR THAN W" ; +label variable ER15834 "K32 # SIS STILL ALIVE WF" ; +label variable ER15835 "K33 ANY SIS OLDR THAN WF" ; +label variable ER15836 "K34/87 RACE OF WIFE 1" ; +label variable ER15837 "K34/87 RACE OF WIFE 2" ; +label variable ER15838 "K34/87 RACE OF WIFE 3" ; +label variable ER15839 "K34/87 RACE OF WIFE 4" ; +label variable ER15840 "K34A PRIMARY ETHNIC GROUP" ; +label variable ER15841 "K34A 2ND PRIMARY ETHNIC GROUP MEN 1" ; +label variable ER15842 "K34A 2ND PRIMARY ETHNIC GROUP MEN 2" ; +label variable ER15843 "K35 WTR IN MILIT SERV WF" ; +label variable ER15844 "K36 WTR WIFE EDUC IN US" ; +label variable ER15845 "K37 WTR GRADUATED HS WF" ; +label variable ER15846 "K38 MO GRADUATED HS WF" ; +label variable ER15847 "K38 YR GRADUATED HS WF" ; +label variable ER15848 "K39 GRADE LEVEL IF GED-W" ; +label variable ER15849 "K40 MO LAST IN SCH-GED-W" ; +label variable ER15850 "K40 YR LAST IN SCH GED-W" ; +label variable ER15851 "K41 MO RECEIVED GED-WF" ; +label variable ER15852 "K41 YR RECEIVED GED-WF" ; +label variable ER15853 "K42 GRD OF SCH FINISH-W" ; +label variable ER15854 "K43 MO LAST IN SCH-WF" ; +label variable ER15855 "K43 YR LAST IN SCH-WF" ; +label variable ER15856 "K44 WTR ATTEND COLLEGE" ; +label variable ER15857 "K45 MO LAST ATTEND COLL" ; +label variable ER15858 "K45 YR LAST ATTEND COLL" ; +label variable ER15859 "K46 HGHST YR COLL COMP" ; +label variable ER15860 "K47 WTR RECD COLL DEG-W" ; +label variable ER15861 "K48 HGHST COLL DEG REC-W" ; +label variable ER15862 "K51 MO RECD COLL DEG-W" ; +label variable ER15863 "K51 YR RECD COLL DEG-W" ; +label variable ER15864 "K53 YRS SCHL OUT US" ; +label variable ER15865 "K55 WTR REC OTR DEG/CER" ; +label variable ER15866 "K56 TYPE OTR DEG/CERT 1" ; +label variable ER15867 "K57 FIELD OTR DEG/CERT 1" ; +label variable ER15868 "K58 INST/ORG DEG/CERT 1" ; +label variable ER15869 "K59 MO RECD DEG/CERT 1" ; +label variable ER15870 "K59 YR RECD DEG/CERT 1" ; +label variable ER15871 "K60 OTHER TRAINING 1" ; +label variable ER15872 "K56 TYPE OTR DEG/CERT 2" ; +label variable ER15873 "K57 FIELD OTR DEG/CERT 2" ; +label variable ER15874 "K58 INST/ORG DEG/CERT 2" ; +label variable ER15875 "K59 MO RECD DEG/CERT 2" ; +label variable ER15876 "K59 YR RECD DEG/CERT 2" ; +label variable ER15877 "K60 OTHER TRAINING 2" ; +label variable ER15878 "K56 TYPE OTR DEG/CERT 3" ; +label variable ER15879 "K57 FIELD OTR DEG/CERT 3" ; +label variable ER15880 "K58 INST/ORG DEG/CERT 3" ; +label variable ER15881 "K59 MO RECD DEG/CERT 3" ; +label variable ER15882 "K59 YR RECD DEG/CERT 3" ; +label variable ER15883 "K60 OTHER TRAINING 3" ; +label variable ER15884 "K61 RELIGIOUS PREF-WF" ; +label variable ER15885 "K62 RELIG DENOMINTN-WF" ; +label variable ER15886 "K63 #YRS WRKD SINCE 18-W" ; +label variable ER15887 "K64 #YR WRKED FULLTIME-W" ; +label variable ER15888 "K65-65A OCCUPATION 1ST FULL-TIME JOB" ; +label variable ER15889 "K66 INDUSTRY 1ST FULL-TIME JOB" ; +label variable ER15890 "L1 CKPT: WTR NEW HEAD" ; +label variable ER15891 "L2/75 ST FATHER BORN-HD" ; +label variable ER15892 "L3/76 ST FTH GREW UP-HD" ; +label variable ER15893 "L4/77 FTH EDUC IN US-HD" ; +label variable ER15894 "L5/78 EDUC OF FTHR US-HD" ; +label variable ER15895 "L6/79 FTHR READ/WRITE-HD" ; +label variable ER15896 "L7/80 CKPT FTH ED OUT US" ; +label variable ER15897 "L8/81 YRS ED FTHR OUT US" ; +label variable ER15898 "L10-10A OCCUPATION OF FATHER" ; +label variable ER15899 "L11 INDUSTRY OF FATHER" ; +label variable ER15900 "L12/85 ST MOTHER BORN-HD" ; +label variable ER15901 "L13/86 ST MTHR GREW UP-H" ; +label variable ER15902 "L14/87 MTHR EDUC IN US-H" ; +label variable ER15903 "L15/88 ED OF MTH IN US-H" ; +label variable ER15904 "L16/89 MTH READ/WRITE-HD" ; +label variable ER15905 "L17/90 CKP MTH ED OUT US" ; +label variable ER15906 "L18/91 YRS ED MTH OUT" ; +label variable ER15907 "L20-20A OCCUPATION OF MOTHER" ; +label variable ER15908 "L21 INDUSTRY OF MOTHER" ; +label variable ER15909 "L22 WHETHER BROTHERS HD" ; +label variable ER15910 "L23 # BROTHERS HEAD" ; +label variable ER15911 "L24 ONLY BRO STILL ALIVE" ; +label variable ER15912 "L25 ONLY BRO OLDR THAN H" ; +label variable ER15913 "L26 # BRO STILL ALIVE" ; +label variable ER15914 "L27 ANY BRO OLDR THAN HD" ; +label variable ER15915 "L28 WHETHER SISTERS HD" ; +label variable ER15916 "L29 # SISTERS HEAD" ; +label variable ER15917 "L30 ONLY SIS STILL ALIVE" ; +label variable ER15918 "L31 ONLY SIS OLDR THAN H" ; +label variable ER15919 "L32 # SIS STILL ALIVE HD" ; +label variable ER15920 "L33 ANY SIS OLDR THAN HD" ; +label variable ER15921 "L34 GREW UP FARM OR? HD" ; +label variable ER15922 "L34 STATE HD GREW UP" ; +label variable ER15923 "L35 EVER LIVE OTHER ST" ; +label variable ER15924 "L36 EVER MOVE FOR JOB?" ; +label variable ER15925 "L37 NOT MOVED FOR JOB?" ; +label variable ER15926 "L39 PARENTS POOR OR? HD" ; +label variable ER15927 "L38 LIVE W/BOTH PARENTS" ; +label variable ER15928 "L40/95 RACE OF HEAD 1" ; +label variable ER15929 "L40/95 RACE OF HEAD 2" ; +label variable ER15930 "L40/95 RACE OF HEAD 3" ; +label variable ER15931 "L40/95 RACE OF HEAD 4" ; +label variable ER15932 "L41 PRIMARY ETHNIC GROUP" ; +label variable ER15933 "L41 2ND PRIMARY ETHNIC GROUP MEN 1" ; +label variable ER15934 "L41 2ND PRIMARY ETHNIC GROUP MEN 2" ; +label variable ER15935 "L42 WTR IN MILIT SERV-HD" ; +label variable ER15936 "L43 WTR HEAD EDUC IN US" ; +label variable ER15937 "L44 WTR GRADUATED HS HD" ; +label variable ER15938 "L45 MO GRADUATED HS HD" ; +label variable ER15939 "L45 YR GRADUATED HS HD" ; +label variable ER15940 "L46 GRADE LEVEL IF GED-H" ; +label variable ER15941 "L47 MO LAST IN SCH-GED-H" ; +label variable ER15942 "L47 YR LAST IN SCH GED-H" ; +label variable ER15943 "L48 MO RECEIVED GED-HD" ; +label variable ER15944 "L48 YR RECEIVED GED-HD" ; +label variable ER15945 "L49 GRD OF SCH FINISH-HD" ; +label variable ER15946 "L50 MO LAST IN SCHL-HD" ; +label variable ER15947 "L50 YR LAST IN SCHL-HD" ; +label variable ER15948 "L51 WTR ATTEND COLLEGE" ; +label variable ER15949 "L52 MO LAST ATTEND COLL" ; +label variable ER15950 "L52 YR LAST ATTEND COLL" ; +label variable ER15951 "L53 HGHST YR COLL COMP" ; +label variable ER15952 "L54 WTR RECD COLL DEG-HD" ; +label variable ER15953 "L55 HGHST COLL DEG REC-H" ; +label variable ER15954 "L58 MO RECD COLL DEG-HD" ; +label variable ER15955 "L58 YR RECD COLL DEG-HD" ; +label variable ER15956 "L60/98 YRS SCHL OUT US" ; +label variable ER15957 "L61/99 HGHST DEG OUT US" ; +label variable ER15958 "L62 WTR REC OTR DEG/CER" ; +label variable ER15959 "L63 TYPE OTR DEG/CERT 1" ; +label variable ER15960 "L64 FIELD OTR DEG/CERT 1" ; +label variable ER15961 "L65 INST/ORG DEG/CERT 1" ; +label variable ER15962 "L66 MO RECD DEG/CERT 1" ; +label variable ER15963 "L66 YR RECD DEG/CERT 1" ; +label variable ER15964 "L67 OTHER TRAINING 1" ; +label variable ER15965 "L63 TYPE OTR DEG/CERT 2" ; +label variable ER15966 "L64 FIELD OTR DEG/CERT 2" ; +label variable ER15967 "L65 INST/ORG DEG/CERT 2" ; +label variable ER15968 "L66 MO RECD DEG/CERT 2" ; +label variable ER15969 "L66 YR RECD DEG/CERT 2" ; +label variable ER15970 "L67 OTHER TRAINING 2" ; +label variable ER15971 "L63 TYPE OTR DEG/CERT 3" ; +label variable ER15972 "L64 FIELD OTR DEG/CERT 3" ; +label variable ER15973 "L65 INST/ORG DEG/CERT 3" ; +label variable ER15974 "L66 MO RECD DEG/CERT 3" ; +label variable ER15975 "L66 YR RECD DEG/CERT 3" ; +label variable ER15976 "L67 OTHER TRAINING 3" ; +label variable ER15977 "L68 RELIGIOUS PREF-HD" ; +label variable ER15978 "L69 RELIG DENOMINTN-HD" ; +label variable ER15979 "L70 #YRS WRKD SINCE 18-H" ; +label variable ER15980 "L71 #YR WRKED FULLTIME-H" ; +label variable ER15981 "L72-72A OCCUPATION 1ST FULL-TIME JOB" ; +label variable ER15982 "L73 INDUSTRY 1ST FULL-TIME JOB" ; +label variable ER15983 "L74 # DIFF JOBS OR? HD" ; +label variable ER15984 "M2 PD WRK BEFORE US-HD" ; +label variable ER15985 "M3 SAME JOB AS 1ST JOB-H" ; +label variable ER15986 "M4-4A OCC LAST JOB BEFORE CAME TO US (H)" ; +label variable ER15987 "M5 IND LAST JOB BEFORE CAME TO US (H)" ; +label variable ER15988 "M6 MO BEGAN LAST JOB-HD" ; +label variable ER15989 "M6 YR BEGAN LAST JOB-HD" ; +label variable ER15990 "M7 MO END LAST JOB-HD" ; +label variable ER15991 "M7 YR END LAST JOB-HD" ; +label variable ER15992 "M8 WTR SELF-EMPLOY-HD" ; +label variable ER15993 "M9 WTR 1 JOB OR MORE-HD" ; +label variable ER15994 "M10 END HRS/WK LST JOB-H" ; +label variable ER15995 "M11 FINAL WAGE LST JOB-H" ; +label variable ER15996 "M11 FINAL WAGE PER-HD" ; +label variable ER15997 "M11A WTR WAGE IN US $-HD" ; +label variable ER15998 "M12 WTR JOB NATIV CTRY-H" ; +label variable ER15999 "M12B WTR PD WORK IN US" ; +label variable ER16000 "M13 SAME AS CURR JOB-HD" ; +label variable ER16001 "M14 SAME AS 1ST JOB-HD" ; +label variable ER16002 "M15-M15A OCC 1ST JOB IN US (H)" ; +label variable ER16003 "M16 INDUSTRY 1ST JOB IN US (H)" ; +label variable ER16004 "M17 STATE 1ST US JOB-HD" ; +label variable ER16005 "M18 MO BEG 1ST US JOB-HD" ; +label variable ER16006 "M18 YR BEG 1ST US JOB-HD" ; +label variable ER16007 "M19 MO END 1ST US JOB-HD" ; +label variable ER16008 "M19 YR END 1ST US JOB-HD" ; +label variable ER16009 "M20 WTR 1 JOB OR MORE-HD" ; +label variable ER16010 "M21 END HRS/WK 1ST JOB-H" ; +label variable ER16011 "M22 END WAGE 1ST JOB-HD" ; +label variable ER16012 "M22 END WAGE PER-HD" ; +label variable ER16013 "M23 PROB FIND JOB US-HD" ; +label variable ER16014 "M24 WTR CHLDRN OUT FU-HD" ; +label variable ER16015 "M25 # CHLDRN OUT OF US-H" ; +label variable ER16016 "M26 # US CHLD OUT FU-HD" ; +label variable ER16017 "M27 CKPT SIBS LIVING-HD" ; +label variable ER16018 "M28 WTR SIBS OUT FU-HD" ; +label variable ER16019 "M29 # SIBS OUT OF US-HD" ; +label variable ER16020 "M30 # US SIBS OUT FU-HD" ; +label variable ER16021 "M31 WHERE IS MOTHER-HD" ; +label variable ER16022 "M32 WHERE IS FATHER-HD" ; +label variable ER16023 "M33 ENGLISH 1ST LANG-HD" ; +label variable ER16024 "M35 AGE LEARN ENGLISH-HD" ; +label variable ER16025 "M36 NONENGLISH SPOKEN-HD" ; +label variable ER16026 "M39 ENGL READ SKILL-HD" ; +label variable ER16027 "M40 ENGL WRITE SKILL-HD" ; +label variable ER16028 "M41 OTR LNG READ SKLL-HD" ; +label variable ER16029 "M42 OTR LNG WRTE SKLL-HD" ; +label variable ER16030 "M44 LANG SPOKEN SPOUSE-H" ; +label variable ER16031 "M45 LANG SPOKEN ELDERS-H" ; +label variable ER16032 "M46 LANG SPOKEN SIBS-HD" ; +label variable ER16033 "M47 LANG SPOKEN CHLDN-HD" ; +label variable ER16034 "M47A CKPT WORKING NOW-HD" ; +label variable ER16035 "M48 LANG SPOKEN ON JOB-H" ; +label variable ER16036 "M49 LANG SPOKEN FRNDS-HD" ; +label variable ER16037 "M50 CKPT HEAD BORN IN US" ; +label variable ER16038 "M51 1ST TIME IN US? HD" ; +label variable ER16039 "M52 1ST ST IN US LIVE-HD" ; +label variable ER16040 "M53 MO 1ST STAY US-HD" ; +label variable ER16041 "M53 YR 1ST STAY US-HD" ; +label variable ER16042 "M54 LENGTH 1ST STAY-YR H" ; +label variable ER16043 "M54 LENGTH 1ST STAY-MO H" ; +label variable ER16044 "M54 LENGTH 1ST STAY-WK H" ; +label variable ER16045 "M54 LENGTH 1ST STAY-DA H" ; +label variable ER16046 "M55 MO THIS STAY US-HD" ; +label variable ER16047 "M55 YR THIS STAY US-HD" ; +label variable ER16048 "M56 MAIN REASON IN US-HD" ; +label variable ER16049 "M56 REASON IN US-HD 1ST" ; +label variable ER16050 "M56 REASON IN US-HD 2ND" ; +label variable ER16051 "M56 REASON IN US-HD 3RD" ; +label variable ER16052 "M56 REASON IN US-HD 4TH" ; +label variable ER16053 "M56 REASON IN US-HD 5TH" ; +label variable ER16054 "M57 REL HELPER TO US-HD" ; +label variable ER16055 "M58 WTR SPONSORED-HD" ; +label variable ER16056 "M59 REL SPONSOR TO HD" ; +label variable ER16057 "M60-60A OCCUPATION OF SPONSOR (H)" ; +label variable ER16058 "M61 INDUSTRY OF SPONSOR (H)" ; +label variable ER16059 "M62 AGE OF SPONSOR-HD" ; +label variable ER16060 "M63 WTR NATURALIZD CIT-H" ; +label variable ER16061 "M64 YR NATURALIZED-HD" ; +label variable ER16062 "M65 WTR PLAN CITIZEN-HD" ; +label variable ER16063 "M66 CKPT 1ST TIME US-HD" ; +label variable ER16064 "M67 STATUS AT 1ST STAY-H" ; +label variable ER16065 "M68 STATUS AT LST STAY-H" ; +label variable ER16066 "M69 CKPT WTR CITIZEN-HD" ; +label variable ER16067 "M70 CURRENT STATUS-HD" ; +label variable ER16068 "M71 MO VISA/PMT EXPIRE-H" ; +label variable ER16069 "M71 YR VISA/PMT EXPIRE-H" ; +label variable ER16070 "M72 WTR STATUS CHG YR-HD" ; +label variable ER16071 "M2 PD WRK BEFORE US-WF" ; +label variable ER16072 "M3 SAME JOB AS 1ST JOB-W" ; +label variable ER16073 "M4-4A OCC LAST JOB BEFORE CAME TO US (W)" ; +label variable ER16074 "M5 IND LAST JOB BEFORE CAME TO US (W)" ; +label variable ER16075 "M6 MO BEGAN LAST JOB-WF" ; +label variable ER16076 "M6 YR BEGAN LAST JOB-WF" ; +label variable ER16077 "M7 MO END LAST JOB-WF" ; +label variable ER16078 "M7 YR END LAST JOB-WF" ; +label variable ER16079 "M8 WTR SELF-EMPLOY-WF" ; +label variable ER16080 "M9 WTR 1 JOB OR MORE-WF" ; +label variable ER16081 "M10 END HRS/WK LST JOB-W" ; +label variable ER16082 "M11 FINAL WAGE LST JOB-W" ; +label variable ER16083 "M11 FINAL WAGE PER-WF" ; +label variable ER16084 "M11A WTR WAGE IN US $-WF" ; +label variable ER16085 "M12 WTR JOB NATIV CTRY-W" ; +label variable ER16086 "M12B WTR PD WRK IN US" ; +label variable ER16087 "M13 SAME AS CURR JOB-WF" ; +label variable ER16088 "M14 SAME AS 1ST JOB-WF" ; +label variable ER16089 "M15-M15A OCC 1ST JOB IN US (W)" ; +label variable ER16090 "M16 INDUSTRY 1ST JOB IN US (W)" ; +label variable ER16091 "M17 STATE 1ST US JOB-WF" ; +label variable ER16092 "M18 MO BEG 1ST US JOB-WF" ; +label variable ER16093 "M18 YR BEG 1ST US JOB-WF" ; +label variable ER16094 "M19 MO END 1ST US JOB-WF" ; +label variable ER16095 "M19 YR END 1ST US JOB-WF" ; +label variable ER16096 "M20 WTR 1 JOB OR MORE-WF" ; +label variable ER16097 "M21 END HRS/WK 1ST JOB-W" ; +label variable ER16098 "M22 END WAGE 1ST JOB-WF" ; +label variable ER16099 "M22 END WAGE PER-WF" ; +label variable ER16100 "M23 PROB FIND JOB US-WF" ; +label variable ER16101 "M24 WTR CHLDRN OUT FU-WF" ; +label variable ER16102 "M25 # CHLDRN OUT OF US-W" ; +label variable ER16103 "M26 # US CHLD OUT FU-WF" ; +label variable ER16104 "M27 CKPT SIBS LIVING-WF" ; +label variable ER16105 "M28 WTR SIBS OUT FU-WF" ; +label variable ER16106 "M29 # SIBS OUT OF US-WF" ; +label variable ER16107 "M30 # US SIBS OUT FU-WF" ; +label variable ER16108 "M31 WHERE IS MOTHER-WF" ; +label variable ER16109 "M32 WHERE IS FATHER-WF" ; +label variable ER16110 "M33 ENGLISH 1ST LANG-WF" ; +label variable ER16111 "M35 AGE LEARN ENGLISH-WF" ; +label variable ER16112 "M36 NONENGLISH SPOKEN-WF" ; +label variable ER16113 "M39 ENGL READ SKILL-WF" ; +label variable ER16114 "M40 ENGL WRITE SKILL-WF" ; +label variable ER16115 "M41 OTR LNG READ SKLL-WF" ; +label variable ER16116 "M42 OTR LNG WRTE SKLL-WF" ; +label variable ER16117 "M44 LANG SPOKEN SPOUSE-W" ; +label variable ER16118 "M45 LANG SPOKEN ELDERS-W" ; +label variable ER16119 "M46 LANG SPOKEN SIBS-WF" ; +label variable ER16120 "M47 LANG SPOKEN CHLDN-WF" ; +label variable ER16121 "M47A CKPT WORKING NOW-WF" ; +label variable ER16122 "M48 LANG SPOKEN ON JOB-W" ; +label variable ER16123 "M49 LANG SPOKEN FRNDS-WF" ; +label variable ER16124 "M50 CKPT WIFE BORN IN US" ; +label variable ER16125 "M51 1ST TIME IN US? WF" ; +label variable ER16126 "M52 1ST ST IN US LIVE-WF" ; +label variable ER16127 "M53 MO 1ST STAY US-WF" ; +label variable ER16128 "M53 YR 1ST STAY US-WF" ; +label variable ER16129 "M54 LENGTH 1ST STAY-YR W" ; +label variable ER16130 "M54 LENGTH 1ST STAY-MO W" ; +label variable ER16131 "M54 LENGTH 1ST STAY-WK W" ; +label variable ER16132 "M54 LENGTH 1ST STAY-DA W" ; +label variable ER16133 "M55 MO THIS STAY US-WF" ; +label variable ER16134 "M55 YR THIS STAY US-WF" ; +label variable ER16135 "M56 MAIN REASON IN US-WF" ; +label variable ER16136 "M56 REASON IN US-WF 1ST" ; +label variable ER16137 "M56 REASON IN US-WF 2ND" ; +label variable ER16138 "M56 REASON IN US-WF 3RD" ; +label variable ER16139 "M56 REASON IN US-WF 4TH" ; +label variable ER16140 "M56 REASON IN US-WF 5TH" ; +label variable ER16141 "M57 REL HELPER TO US-WF" ; +label variable ER16142 "M58 WTR SPONSORED-WF" ; +label variable ER16143 "M59 REL SPONSOR TO WF" ; +label variable ER16144 "M60-60A OCCUPATION OF SPONSOR (W)" ; +label variable ER16145 "M61 INDUSTRY OF SPONSOR (W)" ; +label variable ER16146 "M62 AGE OF SPONSOR-WF" ; +label variable ER16147 "M63 WTR NATURALIZD CIT-W" ; +label variable ER16148 "M64 YR NATURALIZED-WF" ; +label variable ER16149 "M65 WTR PLAN CITIZEN-WF" ; +label variable ER16150 "M66 CKPT 1ST TIME US-WF" ; +label variable ER16151 "M67 STATUS AT 1ST STAY-W" ; +label variable ER16152 "M68 STATUS AT LST STAY-W" ; +label variable ER16153 "M69 CKPT WTR CITIZEN-WF" ; +label variable ER16154 "M70 CURRENT STATUS-WF" ; +label variable ER16155 "M71 MO VISA/PMT EXPIRE-W" ; +label variable ER16156 "M71 YR VISA/PMT EXPIRE-W" ; +label variable ER16157 "M72 WTR STATUS CHG YR-WF" ; +label variable ER16158 "R1 WTR REC STATE/LOCAL WELFARE IN 1997" ; +label variable ER16159 "R7 WTR RECEIVED SSI IN 1997" ; +label variable ER16160 "R9 TOTAL AMT SSI" ; +label variable ER16161 "R9 MONTHLY AMT SSI" ; +label variable ER16162 "R10 WTR RECEIVED SSI JAN 1997" ; +label variable ER16163 "R10 WTR RECEIVED SSI FEB 1997" ; +label variable ER16164 "R10 WTR RECEIVED SSI MAR 1997" ; +label variable ER16165 "R10 WTR RECEIVED SSI APR 1997" ; +label variable ER16166 "R10 WTR RECEIVED SSI MAY 1997" ; +label variable ER16167 "R10 WTR RECEIVED SSI JUN 1997" ; +label variable ER16168 "R10 WTR RECEIVED SSI JUL 1997" ; +label variable ER16169 "R10 WTR RECEIVED SSI AUG 1997" ; +label variable ER16170 "R10 WTR RECEIVED SSI SEP 1997" ; +label variable ER16171 "R10 WTR RECEIVED SSI OCT 1997" ; +label variable ER16172 "R10 WTR RECEIVED SSI NOV 1997" ; +label variable ER16173 "R10 WTR RECEIVED SSI DEC 1997" ; +label variable ER16174 "R11 WTR REC CHILD SUPPORT IN 1997" ; +label variable ER16175 "R13 TOTAL AMT CHILD SUPPORT" ; +label variable ER16176 "R13 MONTHLY AMT CHILD SUPPORT" ; +label variable ER16177 "R14 WTR RECD CHILD SUPPORT JAN 1997" ; +label variable ER16178 "R14 WTR RECD CHILD SUPPORT FEB 1997" ; +label variable ER16179 "R14 WTR RECD CHILD SUPPORT MAR 1997" ; +label variable ER16180 "R14 WTR RECD CHILD SUPPORT APR 1997" ; +label variable ER16181 "R14 WTR RECD CHILD SUPPORT MAY 1997" ; +label variable ER16182 "R14 WTR RECD CHILD SUPPORT JUN 1997" ; +label variable ER16183 "R14 WTR RECD CHILD SUPPORT JUL 1997" ; +label variable ER16184 "R14 WTR RECD CHILD SUPPORT AUG 1997" ; +label variable ER16185 "R14 WTR RECD CHILD SUPPORT SEP 1997" ; +label variable ER16186 "R14 WTR RECD CHILD SUPPORT OCT 1997" ; +label variable ER16187 "R14 WTR RECD CHILD SUPPORT NOV 1997" ; +label variable ER16188 "R14 WTR RECD CHILD SUPPORT DEC 1997" ; +label variable ER16189 "R15 WTR REC HELP FROM RELATIVES IN 1997" ; +label variable ER16190 "R17 TOTAL AMT HELP FROM RELATIVES" ; +label variable ER16191 "R17 MONTHLY AMT HELP FROM RELATIVES" ; +label variable ER16192 "R18 WTR REC HELP FROM RELATIVES JAN 1997" ; +label variable ER16193 "R18 WTR REC HELP FROM RELATIVES FEB 1997" ; +label variable ER16194 "R18 WTR REC HELP FROM RELATIVES MAR 1997" ; +label variable ER16195 "R18 WTR REC HELP FROM RELATIVES APR 1997" ; +label variable ER16196 "R18 WTR REC HELP FROM RELATIVES MAY 1997" ; +label variable ER16197 "R18 WTR REC HELP FROM RELATIVES JUN 1997" ; +label variable ER16198 "R18 WTR REC HELP FROM RELATIVES JUL 1997" ; +label variable ER16199 "R18 WTR REC HELP FROM RELATIVES AUG 1997" ; +label variable ER16200 "R18 WTR REC HELP FROM RELATIVES SEP 1997" ; +label variable ER16201 "R18 WTR REC HELP FROM RELATIVES OCT 1997" ; +label variable ER16202 "R18 WTR REC HELP FROM RELATIVES NOV 1997" ; +label variable ER16203 "R18 WTR REC HELP FROM RELATIVES DEC 1997" ; +label variable ER16204 "R19 WTR HELP FROM NONRELATIVES IN 1997" ; +label variable ER16205 "R21 TOTAL AMT HELP FROM NONRELATIVES" ; +label variable ER16206 "R21 MONTHLY AMT HELP FROM NONRELATIVES" ; +label variable ER16207 "R22 WTR RECD HELP FROM NONRELS JAN 1997" ; +label variable ER16208 "R22 WTR RECD HELP FROM NONRELS FEB 1997" ; +label variable ER16209 "R22 WTR RECD HELP FROM NONRELS MAR 1997" ; +label variable ER16210 "R22 WTR RECD HELP FROM NONRELS APR 1997" ; +label variable ER16211 "R22 WTR RECD HELP FROM NONRELS MAY 1997" ; +label variable ER16212 "R22 WTR RECD HELP FROM NONRELS JUN 1997" ; +label variable ER16213 "R22 WTR RECD HELP FROM NONRELS JUL 1997" ; +label variable ER16214 "R22 WTR RECD HELP FROM NONRELS AUG 1997" ; +label variable ER16215 "R22 WTR RECD HELP FROM NONRELS SEP 1997" ; +label variable ER16216 "R22 WTR RECD HELP FROM NONRELS OCT 1997" ; +label variable ER16217 "R22 WTR RECD HELP FROM NONRELS NOV 1997" ; +label variable ER16218 "R22 WTR RECD HELP FROM NONRELS DEC 1997" ; +label variable ER16219 "R23 TOTAL INCOME IN 1997" ; +label variable ER16220 "R24 1997 INCOME COMPARED TO 1998" ; +label variable ER16221 "R47 CKPT: WTR REC PUBLIC ASST 1997/1998" ; +label variable ER16222 "R48 WELFARE STOP MORE THAN MO SINCE 1/97" ; +label variable ER16223 "R49 WTR GVT OFFICE ENDED ASSISTANCE" ; +label variable ER16224 "R50 GOT JOB SO LEFT WELFARE" ; +label variable ER16225 "R50 MORE WORK/MONEY SO LEFT WELFARE" ; +label variable ER16226 "R50 GOT BETTER JOB SO LEFT WELFARE" ; +label variable ER16227 "R50 GOT MARRIED SO LEFT WELFARE" ; +label variable ER16228 "R50 MOVED IN W/FAMILY SO LEFT WELFARE" ; +label variable ER16229 "R50 MOVD TO DIFF ST/CNTY SO LEFT WELFARE" ; +label variable ER16230 "R50 LEFT WELFARE FOR OTHER REASON" ; +label variable ER16231 "R51 WAGE INCREASE SO GVT ENDED WELFARE" ; +label variable ER16232 "R51 ASSETS TOO HIGH SO GVT ENDED WELF" ; +label variable ER16233 "R51 BROKE RULES SO GVT ENDED WELFARE" ; +label variable ER16234 "R51 TIME LIMIT UP SO GVT ENDED WELFARE" ; +label variable ER16235 "R51 NOT US CITIZEN SO GVT ENDED WELF" ; +label variable ER16236 "R51 OTHER REASON GVT ENDED WELFARE" ; +label variable ER16237 "R52 WTR REAPPLIED SINCE WELFARE ENDED" ; +label variable ER16238 "R53 NO NEED SO DID NOT REAPPLY" ; +label variable ER16239 "R53 NOT ELIGIBLE SO DID NOT REAPPLY" ; +label variable ER16240 "R53 NOT ENTITLED SO DID NOT REAPPLY" ; +label variable ER16241 "R53 DID NOT KNOW IF COULD SO DID NOT" ; +label variable ER16242 "R53 TOO MUCH HASSLE SO DID NOT REAPPLY" ; +label variable ER16243 "R53 NO TRANSPORTATION SO DID NOT REAPPLY" ; +label variable ER16244 "R53 REFUSES GVT AID SO DID NOT REAPPLY" ; +label variable ER16245 "R53 MONEY NOT WORTH IT SO DID NOT REAPPL" ; +label variable ER16246 "R53 NOT YET BUT PLAN TO REAPPLY" ; +label variable ER16247 "R53 OTHER REASON HAS NOT REAPPLIED" ; +label variable ER16248 "R54 WTR RECEIVE PUBLIC ASST NOW" ; +label variable ER16249 "R55 WTR REQUIREMENTS FOR PUBLIC ASST" ; +label variable ER16250 "R56 REQUIRED TO LOOK FOR JOB" ; +label variable ER16251 "R56 REQUIRED TO HAVE PAYING JOB" ; +label variable ER16252 "R56 REQUIRED TO HAVE UNPAID JOB" ; +label variable ER16253 "R56 REQUIRED TO GO TO SCHOOL/TRAINING" ; +label variable ER16254 "R56 OTHER REQUIREMENT" ; +label variable ER16255 "R57 CKPT: WTR RECEIVED FOOD STAMPS" ; +label variable ER16256 "R58 FD STMPS STOP MORE THAN MO SNCE 1/97" ; +label variable ER16257 "R59 WTR GVT OFFICE ENDED FOOD STAMPS" ; +label variable ER16258 "R60 GOT JOB SO QUIT FOOD STAMPS" ; +label variable ER16259 "R60 MORE WORK/MONEY SO QUIT FOOD STAMPS" ; +label variable ER16260 "R60 GOT BETTER JOB SO QUIT FOOD STAMPS" ; +label variable ER16261 "R60 GOT MARRIED SO QUIT FOOD STAMPS" ; +label variable ER16262 "R60 MOVD IN W/FAMILY SO QUIT FOOD STAMPS" ; +label variable ER16263 "R60 MOVD TO DIFF STE/CNTY SO QUIT FD STP" ; +label variable ER16264 "R60 THOUGHT INELIGIBLE SO QUIT FOOD STMP" ; +label variable ER16265 "R60 QUIT FOOD STAMPS FOR OTHER REASON" ; +label variable ER16266 "R61 WAGE INCREASE SO GVT ENDED FOOD STMP" ; +label variable ER16267 "R61 ASSETS TOO HIGH SO GVT ENDED FD STMP" ; +label variable ER16268 "R61 BROKE RULES SO GVT ENDED FOOD STAMPS" ; +label variable ER16269 "R61 TIME LIMIT UP SO GVT ENDED FOOD STMP" ; +label variable ER16270 "R61 NOT US CITIZEN SO GVT ENDED FD STMPS" ; +label variable ER16271 "R61 OTHER REASON GVT ENDED FOOD STAMPS" ; +label variable ER16272 "R62 WTR REAPPLIED SINCE FD STMPS STOPPED" ; +label variable ER16273 "R63 NO NEED SO DID NOT REAPPLY" ; +label variable ER16274 "R63 NOT ELIGIBLE SO DID NOT REAPPLY" ; +label variable ER16275 "R63 NOT ENTITLED SO DID NOT REAPPLY" ; +label variable ER16276 "R63 DID NOT KNOW IF COULD SO DID NOT" ; +label variable ER16277 "R63 TRY TO MAKE IT ON OWN SO DID NOT" ; +label variable ER16278 "R63 GAVE UP TRYING SO DID NOT REAPPLY" ; +label variable ER16279 "R63 TOO MUCH HASSLE SO DID NOT REAPPLY" ; +label variable ER16280 "R63 NO TRANSPORTATION SO DID NOT REAPPLY" ; +label variable ER16281 "R63 REFUSES GVT AID SO DID NOT REAPPLY" ; +label variable ER16282 "R63 MONEY NOT WORTH IT SO DID NOT REAPPL" ; +label variable ER16283 "R63 NOT YET BUT PLAN TO REAPPLY" ; +label variable ER16284 "R63 OTHER REASON HAS NOT REAPPLIED" ; +label variable ER16285 "R64 WTR RECEIVE FOOD STAMPS NOW" ; +label variable ER16286 "R65 WTR REQUIREMENTS FOR FOOD STAMPS" ; +label variable ER16287 "R66 REQUIRED TO LOOK FOR JOB" ; +label variable ER16288 "R66 REQUIRED TO HAVE PAYING JOB" ; +label variable ER16289 "R66 REQUIRED TO HAVE UNPAID JOB" ; +label variable ER16290 "R66 REQUIRED TO GO TO SCHOOL/TRAINING" ; +label variable ER16291 "R66 OTHER REQUIREMENT" ; +label variable ER16292 "R67 CKPT: WTR REC GVT ASSISTANCE" ; +label variable ER16293 "R68 WTR APPLY FOR GVT ASSIST SINCE 1/97" ; +label variable ER16294 "R69 WTR APPLIED FOR ADC/AFDC" ; +label variable ER16295 "R69 WTR APPLIED FOR GENERAL ASSISTANCE" ; +label variable ER16296 "R69 WTR APPLIED FOR SSI" ; +label variable ER16297 "R69 WTR APPLIED FOR FOOD STAMPS" ; +label variable ER16298 "R69 WTR APPLIED FOR MEDICAID" ; +label variable ER16299 "R69 WTR APPLIED FOR WIC" ; +label variable ER16300 "R69 WTR APPLIED FOR UNEMPLOYMENT COMP" ; +label variable ER16301 "R69 WTR APPLIED FOR PUBLIC HOUSING" ; +label variable ER16302 "R69 WTR APPLIED FOR ENERGY ASSISTANCE" ; +label variable ER16303 "R69 WTR APPLIED FOR CHILD CARE ASSIST" ; +label variable ER16304 "R69 WTR APPLIED FOR SCHOOL MEALS" ; +label variable ER16305 "R69 WTR APPLIED FOR OTHER ASSISTANCE" ; +label variable ER16306 "R70A STATUS OF APPLICATION" ; +label variable ER16307 "R71A REASON NOT REC BENEFITS" ; +label variable ER16308 "R72A REASON DENIED ASSISTANCE MEN1" ; +label variable ER16309 "R72A REASON DENIED ASSISTANCE MEN2" ; +label variable ER16310 "R72A REASON DENIED ASSISTANCE MEN3" ; +label variable ER16311 "R72A REASON DENIED ASSISTANCE MEN4" ; +label variable ER16312 "R72A REASON DENIED ASSISTANCE MEN5" ; +label variable ER16313 "R72A REASON DENIED ASSISTANCE MEN6" ; +label variable ER16314 "R70B STATUS OF APPLICATION" ; +label variable ER16315 "R71B REASON NOT REC BENEFITS" ; +label variable ER16316 "R72B REASON DENIED ASSISTANCE MEN1" ; +label variable ER16317 "R72B REASON DENIED ASSISTANCE MEN2" ; +label variable ER16318 "R72B REASON DENIED ASSISTANCE MEN3" ; +label variable ER16319 "R72B REASON DENIED ASSISTANCE MEN4" ; +label variable ER16320 "R72B REASON DENIED ASSISTANCE MEN5" ; +label variable ER16321 "R72B REASON DENIED ASSISTANCE MEN6" ; +label variable ER16322 "R70C STATUS OF APPLICATION" ; +label variable ER16323 "R71C REASON NOT REC BENEFITS" ; +label variable ER16324 "R72C REASON DENIED ASSISTANCE MEN1" ; +label variable ER16325 "R72C REASON DENIED ASSISTANCE MEN2" ; +label variable ER16326 "R72C REASON DENIED ASSISTANCE MEN3" ; +label variable ER16327 "R72C REASON DENIED ASSISTANCE MEN4" ; +label variable ER16328 "R72C REASON DENIED ASSISTANCE MEN5" ; +label variable ER16329 "R72C REASON DENIED ASSISTANCE MEN6" ; +label variable ER16330 "R70D STATUS OF APPLICATION" ; +label variable ER16331 "R71D REASON NOT REC BENEFITS" ; +label variable ER16332 "R72D REASON DENIED ASSISTANCE MEN1" ; +label variable ER16333 "R72D REASON DENIED ASSISTANCE MEN2" ; +label variable ER16334 "R72D REASON DENIED ASSISTANCE MEN3" ; +label variable ER16335 "R72D REASON DENIED ASSISTANCE MEN4" ; +label variable ER16336 "R72D REASON DENIED ASSISTANCE MEN5" ; +label variable ER16337 "R72D REASON DENIED ASSISTANCE MEN6" ; +label variable ER16338 "R70E STATUS OF APPLICATION" ; +label variable ER16339 "R71E REASON NOT REC BENEFITS" ; +label variable ER16340 "R72E REASON DENIED ASSISTANCE MEN1" ; +label variable ER16341 "R72E REASON DENIED ASSISTANCE MEN2" ; +label variable ER16342 "R72E REASON DENIED ASSISTANCE MEN3" ; +label variable ER16343 "R72E REASON DENIED ASSISTANCE MEN4" ; +label variable ER16344 "R72E REASON DENIED ASSISTANCE MEN5" ; +label variable ER16345 "R72E REASON DENIED ASSISTANCE MEN6" ; +label variable ER16346 "R70F STATUS OF APPLICATION" ; +label variable ER16347 "R71F REASON NOT REC BENEFITS" ; +label variable ER16348 "R72F REASON DENIED ASSISTANCE MEN1" ; +label variable ER16349 "R72F REASON DENIED ASSISTANCE MEN2" ; +label variable ER16350 "R72F REASON DENIED ASSISTANCE MEN3" ; +label variable ER16351 "R72F REASON DENIED ASSISTANCE MEN4" ; +label variable ER16352 "R72F REASON DENIED ASSISTANCE MEN5" ; +label variable ER16353 "R72F REASON DENIED ASSISTANCE MEN6" ; +label variable ER16354 "R70G STATUS OF APPLICATION" ; +label variable ER16355 "R71G REASON NOT REC BENEFITS" ; +label variable ER16356 "R72G REASON DENIED ASSISTANCE MEN1" ; +label variable ER16357 "R72G REASON DENIED ASSISTANCE MEN2" ; +label variable ER16358 "R72G REASON DENIED ASSISTANCE MEN3" ; +label variable ER16359 "R72G REASON DENIED ASSISTANCE MEN4" ; +label variable ER16360 "R72G REASON DENIED ASSISTANCE MEN5" ; +label variable ER16361 "R72G REASON DENIED ASSISTANCE MEN6" ; +label variable ER16362 "R70H STATUS OF APPLICATION" ; +label variable ER16363 "R71H REASON NOT REC BENEFITS" ; +label variable ER16364 "R72H REASON DENIED ASSISTANCE MEN1" ; +label variable ER16365 "R72H REASON DENIED ASSISTANCE MEN2" ; +label variable ER16366 "R72H REASON DENIED ASSISTANCE MEN3" ; +label variable ER16367 "R72H REASON DENIED ASSISTANCE MEN4" ; +label variable ER16368 "R72H REASON DENIED ASSISTANCE MEN5" ; +label variable ER16369 "R72G REASON DENIED ASSISTANCE MEN6" ; +label variable ER16370 "R70I STATUS OF APPLICATION" ; +label variable ER16371 "R71I REASON NOT REC BENEFITS" ; +label variable ER16372 "R72I REASON DENIED ASSISTANCE MEN1" ; +label variable ER16373 "R72I REASON DENIED ASSISTANCE MEN2" ; +label variable ER16374 "R72I REASON DENIED ASSISTANCE MEN3" ; +label variable ER16375 "R72I REASON DENIED ASSISTANCE MEN4" ; +label variable ER16376 "R72I REASON DENIED ASSISTANCE MEN5" ; +label variable ER16377 "R72I REASON DENIED ASSISTANCE MEN6" ; +label variable ER16378 "R70J STATUS OF APPLICATION" ; +label variable ER16379 "R71J REASON NOT REC BENEFITS" ; +label variable ER16380 "R72J REASON DENIED ASSISTANCE MEN1" ; +label variable ER16381 "R72J REASON DENIED ASSISTANCE MEN2" ; +label variable ER16382 "R72J REASON DENIED ASSISTANCE MEN3" ; +label variable ER16383 "R72J REASON DENIED ASSISTANCE MEN4" ; +label variable ER16384 "R72J REASON DENIED ASSISTANCE MEN5" ; +label variable ER16385 "R72J REASON DENIED ASSISTANCE MEN6" ; +label variable ER16386 "R70K STATUS OF APPLICATION" ; +label variable ER16387 "R71K REASON NOT REC BENEFITS" ; +label variable ER16388 "R72K REASON DENIED ASSISTANCE MEN1" ; +label variable ER16389 "R72K REASON DENIED ASSISTANCE MEN2" ; +label variable ER16390 "R72K REASON DENIED ASSISTANCE MEN3" ; +label variable ER16391 "R72K REASON DENIED ASSISTANCE MEN4" ; +label variable ER16392 "R72K REASON DENIED ASSISTANCE MEN5" ; +label variable ER16393 "R72K REASON DENIED ASSISTANCE MEN6" ; +label variable ER16394 "R74A WTR REC OTR GVT ASST 1997-98" ; +label variable ER16395 "R74B WTR REC OTR GVT ASST 1997-98" ; +label variable ER16396 "R74C WTR REC OTR GVT ASST 1997-98" ; +label variable ER16397 "R74D WTR REC OTR GVT ASST 1997-98" ; +label variable ER16398 "R74E WTR REC OTR GVT ASST 1997-98" ; +label variable ER16399 "R74F WTR REC OTR GVT ASST 1997-98" ; +label variable ER16400 "R74G WTR REC OTR GVT ASST 1997-98" ; +label variable ER16401 "R74H WTR REC OTR GVT ASST 1997-98" ; +label variable ER16402 "R75A WTR REC HELP FROM OTRS 1997-98" ; +label variable ER16403 "R75B WTR REC HELP FROM OTRS 1997-98" ; +label variable ER16404 "R75C WTR REC HELP FROM OTRS 1997-98" ; +label variable ER16405 "R75D WTR REC HELP FROM OTRS 1997-98" ; +label variable ER16406 "R75E WTR REC HELP FROM OTRS 1997-98" ; +label variable ER16407 "R75F WTR REC HELP FROM OTRS 1997-98" ; +label variable ER16408 "R75G WTR REC HELP FROM OTRS 1997-98" ; +label variable ER16409 "R75H WTR REC HELP FROM OTRS 1997-98" ; +label variable ER16410 "R75J CKPT: WTR REC SOME TYPE OF HELP" ; +label variable ER16411 "R76 WTR RECEIVED HELP FROM CHURCH" ; +label variable ER16412 "R76 WTR RECEIVED HELP FROM FAMILY" ; +label variable ER16413 "R76 WTR RECD HELP FROM COMMUNITY GROUP" ; +label variable ER16414 "R76 WTR RECEIVED HELP FROM OTHER SOURCE" ; +label variable ER16415 "R77 CKPT: WTR FU MEMBER 60+ IN 1998" ; +label variable ER16416 "R78 WTR RECD FREE/REDUCED MEALS IN 1998" ; +label variable ER16417 "R79 CKPT: WTR CHILD 5-18 IN FU" ; +label variable ER16418 "R80 WTR CHLD REC FREE/REDUCED LUNCH 1998" ; +label variable ER16419 "R81 WTR CHLD REC FREE/REDUCD BKFAST 1998" ; +label variable ER16420 "R82 CKPT: FU FEMALE 15-45/CHILD <5 1998" ; +label variable ER16421 "R83 WTR RECD FOOD THROUGH WIC PROGRAM" ; +label variable ER16422 "# OF INDIVIDUAL RECORDS" ; +label variable ER16423 "MARITAL STATUS-GENERATED" ; +label variable ER16424 "CHANGE IN MARITAL STATUS" ; +label variable ER16425 "COUPLE STATUS OF HEAD" ; +label variable ER16426 "USDA NEEDS STANDARD-PREVIOUS YR" ; +label variable ER16427 "CENSUS NEEDS STANDARD-PREVIOUS YR" ; +label variable ER16428 "USDA NEEDS STANDARD-YR PRIOR TO PREV YR" ; +label variable ER16429 "CENSUS NEEDS STANDARD-YR PRIOR TO PREV" ; +label variable ER16430 "REGION OF 1999 INTERVIEW" ; +label variable ER16431 "BEALE RURAL-URBAN CODE" ; +label variable ER16431A "REGION HD GREW UP" ; +label variable ER16431B "HD GEOGRAPHIC MOBILITY" ; +label variable ER16431C "RURAL-URBAN CODE (BEALE-COLLAPSED)" ; +label variable ER16432 "SIZE LARGEST CITY IN COUNTY" ; +label variable ER16433 "NUMBER OF SPLITOFFS FROM MAIN FAM" ; +label variable ER16434 "MAIN FAMILY ID FOR SPLITOFF" ; +label variable ER16435 "CURRENT YR ID OF 1ST OTHER FU IN HU" ; +label variable ER16436 "REL OF 1ST OTHER FU" ; +label variable ER16437 "SIZE OF 1ST OTHER FU" ; +label variable ER16438 "CURRENT YR ID OF 2ND OTHER FU IN HU" ; +label variable ER16439 "REL OF 2ND OTHER FU" ; +label variable ER16440 "SIZE OF 2ND OTHER FU" ; +label variable ER16441 "CURRENT YR ID OF 3RD OTHER FU IN HU" ; +label variable ER16442 "REL OF 3RD OTHER FU" ; +label variable ER16443 "SIZE OF 3RD OTHER FU" ; +label variable ER16444 "CURRENT YR ID OF 4TH OTHER FU IN HU" ; +label variable ER16445 "REL OF 4TH OTHER FU" ; +label variable ER16446 "SIZE OF 4TH OTHER FU" ; +label variable ER16447 "HOUSEHOLD ID #" ; +label variable ER16448 "FARM INCOME" ; +label variable ER16449 "ACC FARM INCOME" ; +label variable ER16450 "BUSINESS INCOME" ; +label variable ER16451 "ACC BUSINESS INCOME" ; +label variable ER16452 "HD+WF TAXABLE INCOME" ; +label variable ER16453 "ACC HD+WF TAXABLE INCOME" ; +label variable ER16454 "HD+WF TRANSFER INCOME" ; +label variable ER16455 "ACC H+W TRANSFER INCOME" ; +label variable ER16456 "OFUM TAXABLE INCOME" ; +label variable ER16457 "ACC OFUM TAXABLE INCOME" ; +label variable ER16458 "OFUM TRANSFER INCOME" ; +label variable ER16459 "ACC OFUM TRANSFER INCOME" ; +label variable ER16460 "SOCIAL SECURITY INCOME" ; +label variable ER16461 "ACC SOCIAL SECURITY INC" ; +label variable ER16462 "TOTAL FAMILY INCOME" ; +label variable ER16463 "LABOR INCOME-HEAD" ; +label variable ER16464 "ACC LABOR INCOME-HD" ; +label variable ER16465 "LABOR INCOME-WIFE" ; +label variable ER16466 "ACC LABOR INCOME-WF" ; +label variable ER16467 "HEAD WORK WEEKS-1998" ; +label variable ER16468 "HEAD WEEKLY WORK HOURS-1998" ; +label variable ER16469 "HD OVERTIME WORK HOURS-1998" ; +label variable ER16470 "HEAD EXTRA JOB WORK HOURS-1998" ; +label variable ER16471 "HEAD TOTAL HOURS OF WORK-1998" ; +label variable ER16472 "HD WEEKS MISSED FOR ILLNESS OF OTRS-1998" ; +label variable ER16473 "HD WEEKS MISSED FOR OWN ILLNESS-1998" ; +label variable ER16474 "HEAD WEEKS OFF FOR VACATION-1998" ; +label variable ER16475 "HEAD STRIKE WEEKS-1998" ; +label variable ER16476 "HEAD UNEMPLOYMENT WEEKS-1998" ; +label variable ER16477 "HEAD WEEKS OUT OF LABOR FORCE-1998" ; +label variable ER16478 "WIFE WORK WEEKS-1998" ; +label variable ER16479 "WIFE WEEKLY WORK HOURS-1998" ; +label variable ER16480 "WF OVERTIME WORK HOURS-1998" ; +label variable ER16481 "WIFE EXTRA JOB WORK HOURS-1998" ; +label variable ER16482 "WIFE TOTAL HOURS OF WORK-1998" ; +label variable ER16483 "WF WEEKS MISSED FOR ILLNESS OF OTRS-1998" ; +label variable ER16484 "WF WEEKS MISSED FOR OWN ILLNESS-1998" ; +label variable ER16485 "WIFE WEEKS OFF FOR VACATION-1998" ; +label variable ER16486 "WIFE STRIKE WEEKS-1998" ; +label variable ER16487 "WIFE UNEMPLOYMENT WEEKS-1998" ; +label variable ER16488 "WIFE WEEKS OUT OF LABOR FORCE-1998" ; +label variable ER16489 "NUMBER OF BUSINESSES OWNED BY FU IN 1998" ; +label variable ER16490 "HD LABOR INCOME FROM BUSINESS-1998" ; +label variable ER16491 "HD ASSET INCOME FROM BUSINESS-1998" ; +label variable ER16492 "NUMBER OF BUSINESSES OWNED BY HD-1998" ; +label variable ER16493 "WAGES AND SALARIES OF HEAD-1998" ; +label variable ER16494 "ACC WAGES AND SALARIES OF HEAD-1998" ; +label variable ER16495 "BONUS INCOME OF HEAD-1998" ; +label variable ER16496 "ACC BONUS INCOME OF HEAD-1998" ; +label variable ER16497 "OVERTIME INCOME OF HEAD-1998" ; +label variable ER16498 "ACC OVERTIME INCOME OF HEAD-1998" ; +label variable ER16499 "TIPS OF HEAD-1998" ; +label variable ER16500 "ACC TIPS OF HEAD-1998" ; +label variable ER16501 "COMMISSION INCOME OF HEAD-1998" ; +label variable ER16502 "ACC COMMISSION INCOME OF HEAD-1998" ; +label variable ER16503 "PROFESSIONAL PRACTICE OF HEAD-1998" ; +label variable ER16504 "ACC PROFESSIONL PRACTICE OF HD-1998" ; +label variable ER16505 "MARKET GARDENING INCOME OF HD-1998" ; +label variable ER16506 "ACC MARKET GARDENING INCOME OF HEAD" ; +label variable ER16507 "MISC LABOR INCOME OF HEAD-1998" ; +label variable ER16508 "ACC MISC LABOR INCOME OF HEAD-1998" ; +label variable ER16509 "EXTRA JOB INCOME OF HEAD-1998" ; +label variable ER16510 "ACC EXTRA JOB INCOME OF HEAD-1998" ; +label variable ER16511 "WF LABOR INCOME FROM BUSINESS-1998" ; +label variable ER16512 "WF ASSET INCOME FROM BUSINESS-1998" ; +label variable ER16513 "NUMBER OF BUSINESSES OWNED BY WF-1998" ; +label variable ER16514 "HEAD WAGE RATE-1998" ; +label variable ER16515 "WIFE WAGE RATE-1998" ; +label variable ER16516 "COMPLETED ED-HD" ; +label variable ER16517 "COMPLETED ED-WF" ; +label variable ER16517A "# BORN ONLY TO HD IN 1998" ; +label variable ER16517B "# BORN ONLY TO WF IN 1998" ; +label variable ER16517C "# BORN TO H+W JOINTLY IN 1998" ; +label variable ER16517D "# BORN TO OFUMS IN 1998" ; +label variable ER16517E "# BORN ONLY TO HD IN 1997" ; +label variable ER16517F "# BORN ONLY TO WF IN 1997" ; +label variable ER16517G "# BORN TO H+W JOINTLY IN 1997" ; +label variable ER16517H "# BORN TO OFUMS IN 1997" ; +label variable ER16518 "1999 CORE/IMMIGRANT FAMILY WEIGHT" ; +label variable ER16519 "1999 FAMILY CROSS-SECTIONAL WEIGHT" ; diff --git a/42/replication_package/data_replication/psid/raw_data/FAM1999ER.txt b/42/replication_package/data_replication/psid/raw_data/FAM1999ER.txt new file mode 100644 index 0000000000000000000000000000000000000000..6db2111821f9b91f0d519d4be5ebafb937d1569c --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/FAM1999ER.txt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c6158c4648dffb0b39a7aaca221a012fbde375e6e25acc7252e79e79529b8899 +size 48552183 diff --git a/42/replication_package/data_replication/psid/raw_data/FAM2001ER.do b/42/replication_package/data_replication/psid/raw_data/FAM2001ER.do new file mode 100644 index 0000000000000000000000000000000000000000..ef28616a9929a45ebcdcbb9405a5cec9515969eb --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/FAM2001ER.do @@ -0,0 +1,4648 @@ + +#delimit ; + +************************************************************************** + Label : PANEL STUDY OF INCOME DYNAMICS: 2001 PUBLIC RELEASE FAMILY FILE + Rows : 7406 + Columns : 3475 + ASCII File Date : February 27, 2014 +*************************************************************************; + + +infix + ER17001 1 - 1 ER17002 2 - 5 ER17003 6 - 9 + ER17004 10 - 11 ER17005 12 - 13 ER17005B 14 - 16 + ER17005C 17 - 18 ER17006 19 - 19 ER17007 20 - 20 + ER17008 21 - 21 ER17009 22 - 23 ER17010 24 - 25 + ER17011 26 - 29 ER17012 30 - 31 ER17013 32 - 34 + ER17014 35 - 35 ER17015 36 - 38 ER17016 39 - 40 + ER17017 41 - 42 ER17018 43 - 44 ER17019 45 - 45 + ER17020 46 - 46 ER17021 47 - 47 ER17022 48 - 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+label variable ER17009 "MONTH CURRENT IW" ; +label variable ER17010 "DAY CURRENT IW" ; +label variable ER17011 "YEAR CURRENT IW" ; +label variable ER17012 "# IN FU" ; +label variable ER17013 "AGE OF HEAD" ; +label variable ER17014 "SEX OF HEAD" ; +label variable ER17015 "AGE OF WIFE" ; +label variable ER17016 "# CHILDREN IN FU" ; +label variable ER17017 "AGE YOUNGEST CHILD" ; +label variable ER17018 "# NONFU SHARING HU" ; +label variable ER17019 "WHO WAS RESPONDENT" ; +label variable ER17020 "TYPE INSTITUTION" ; +label variable ER17021 "LANGUAGE OF INTERVIEW" ; +label variable ER17022 "1968 FAMILY IDENTIFIER" ; +label variable ER17023 "WTR REINSTATED DROPPED FAMILY" ; +label variable ER17024 "HEAD MARITAL STATUS" ; +label variable ER17025 "A4 TYPE DU" ; +label variable ER17026 "A6 LIVE IN ELDERLY HSNG" ; +label variable ER17027 "A7 TYPE ELDERLY HSNG" ; +label variable ER17028 "A8 PROVIDE MED/INJECTION" ; +label variable ER17029 "A9 PROVIDE MEALS" ; +label variable ER17030 "A10 PROVIDE CLEANING" ; +label variable ER17031 "A11 PROVIDE OTR SERVICES" ; +label variable ER17032 "A12 XTRA SERVS MENTION 1" ; +label variable ER17033 "A12 XTRA SERVS MENTION 2" ; +label variable ER17034 "A12 XTRA SERVS MENTION 3" ; +label variable ER17035 "A12 XTRA SERVS MENTION 4" ; +label variable ER17036 "A14 SERVICES INCLUDED" ; +label variable ER17037 "TYPE HEATING 1ST MENTION" ; +label variable ER17038 "TYPE HEATING 2ND MENTION" ; +label variable ER17039 "TYPE HEATING 3RD MENTION" ; +label variable ER17040 "A16 ACTUAL # ROOMS" ; +label variable ER17041 "A17 RECD GOVT HTG SUBSDY" ; +label variable ER17042 "A18 AMT GOVT HTG SUBSDY" ; +label variable ER17043 "A19 OWN/RENT OR WHAT" ; +label variable ER17044 "A20 HOUSE VALUE" ; +label variable ER17045 "ACCURACY OF HOUSE VALUE" ; +label variable ER17046 "A21 ANNUAL PROPERTY TAX" ; +label variable ER17047 "ACCURACY OF ANNUAL PROPERTY TAX" ; +label variable ER17048 "A22 ANNUAL OWNR INSURANC" ; +label variable ER17049 "A23 HAVE MORTGAGE?" ; +label variable ER17050 "A23A TYPE MORTGAGE MOR 1" ; +label variable ER17051 "A23C WTR ORIGINAL LOAN/REFINANCED #1" ; +label variable ER17052 "A24 REM PRINCIPAL MOR 1" ; +label variable ER17053 "ACCURACY OF REMAINING MORTGAGE PRIN #1" ; +label variable ER17054 "A25 MNTHLY PMTS MOR 1" ; +label variable ER17055 "ACCURACY OF MONTHLY PYMNTS ON MTGE #1" ; +label variable ER17056 "A25A CURR INTEREST RATE WHOLE PERCENT #1" ; +label variable ER17057 "A25A CURR INT RATE DECIMAL FRACTION #1" ; +label variable ER17058 "A26 YEAR OBTAINED LOAN #1" ; +label variable ER17059 "A27 YRS TO PAY MOR 1" ; +label variable ER17060 "A28 2ND MORTGAGE" ; +label variable ER17061 "A23A TYPE MORTGAGE MOR 2" ; +label variable ER17062 "A23C WTR ORIGINAL LOAN/REFINANCED #2" ; +label variable ER17063 "A24 REM PRINCIPAL MOR 2" ; +label variable ER17064 "ACCURACY OF REMAINING MORTGAGE PRIN #2" ; +label variable ER17065 "A25 MNTHLY PMTS MOR 2" ; +label variable ER17066 "ACCURACY OF MONTHLY PYMNTS ON MTGE #2" ; +label variable ER17067 "A25A CURR INTEREST RATE WHOLE PERCENT #2" ; +label variable ER17068 "A25A CURR INT RATE DECIMAL FRACTION #2" ; +label variable ER17069 "A26 YEAR OBTAINED LOAN #2" ; +label variable ER17070 "A27 YRS TO PAY MOR 2" ; +label variable ER17071 "A28 3RD MORTGAGE" ; +label variable ER17072 "A29 MTG INCL PROP TAXES" ; +label variable ER17073 "A30 MTG INCL INS PREM" ; +label variable ER17074 "A31 DOLLARS RENT" ; +label variable ER17075 "A31 DOLLLARS PER WHAT" ; +label variable ER17076 "ACCURACY OF RENT" ; +label variable ER17077 "A32 FURNISHED APT/HOUSE" ; +label variable ER17078 "A33 RENT INCL HEAT" ; +label variable ER17079 "A34 IN PUBLIC OWND PROJ?" ; +label variable ER17080 "A35 GOVT PAY PART RENT?" ; +label variable ER17081 "A37 DOLLARS RENT IF RENT" ; +label variable ER17082 "A37 DOLLARS PER WHAT" ; +label variable ER17083 "ACCURACY OF VALUE IF RENTED" ; +label variable ER17084 "A38 IN PUBLIC OWND PROJ?" ; +label variable ER17085 "A39 GOVT PAY ALL RENT?" ; +label variable ER17086 "A40 HAVE AIR CONDITNG" ; +label variable ER17087 "A41 A/C ALL OR SOME ROOM" ; +label variable ER17088 "A42 MOVED SINCE SPG?" ; +label variable ER17089 "A43 MONTH MOVED" ; +label variable ER17090 "A43 1 DIGIT YEAR MOVED" ; +label variable ER17091 "A44 WHY MOVED 1ST" ; +label variable ER17092 "A44 WHY MOVED 2ND" ; +label variable ER17093 "A44 WHY MOVED 3RD" ; +label variable ER17094 "A44 WHY MOVED 4TH" ; +label variable ER17095 "A45 WTR MIGHT MOVE" ; +label variable ER17096 "A46 LIKELIHOOD OF MOVING" ; +label variable ER17097 "A48 ELECTRICITY EXPENSE" ; +label variable ER17098 "A48 ELECTRICITY PER" ; +label variable ER17099 "A49 HEATING EXPENSE" ; +label variable ER17100 "A49 HEATING EXPENSE PER" ; +label variable ER17101 "A50 WATER/SEWER EXPENSE" ; +label variable ER17102 "A50 WATER/SEWER EXPENSE PER" ; +label variable ER17103 "A51 WTR OTR UTILITY EXP" ; +label variable ER17104 "A52 CABLE EXPENSE" ; +label variable ER17105 "A52 GARBAGE EXPENSE" ; +label variable ER17106 "A52 PHONE EXPENSE" ; +label variable ER17107 "A52 SEWER EXPENSE" ; +label variable ER17108 "A53 TOTAL OTR UTILITIES" ; +label variable ER17109 "A53 OTR UTILITY PER" ; +label variable ER17110 "V1 WTR HAVE VEHICLE" ; +label variable ER17111 "V2 NUMBER OF VEHICLES" ; +label variable ER17112 "V3 MANUFACTURER CODE #1" ; +label variable ER17113 "V4 VEHICLE MAKE CODE #1" ; +label variable ER17114 "V5 VEHICLE MODEL YEAR #1" ; +label variable ER17115 "V5A VEHICLE TYPE CODE #1" ; +label variable ER17116 "V6 VEHICLE SIZE #1" ; +label variable ER17117 "V7 CYPSN OF USUAL DRIVER #1" ; +label variable ER17118 "V8 HOW ACQUIRED #1" ; +label variable ER17119 "V9 WTR NEW OR USED #1" ; +label variable ER17120 "V10 MO ACQUIRED #1" ; +label variable ER17121 "V10 YR ACQUIRED #1" ; +label variable ER17122 "V11 WTR USED FOR BUSINESS #1" ; +label variable ER17123 "V11A WTR USED MOSTLY FOR BUSINESS #1" ; +label variable ER17124 "V12 WTR FOR DISABLED PERSON #1" ; +label variable ER17125 "V13 CKPT: WTR OWN >3 YR OLD VEHICLE #1" ; +label variable ER17126 "V14 TOTAL PRICE #1" ; +label variable ER17127 "V15 WTR TRADE-IN #1" ; +label variable ER17128 "V16 TRADE-IN AMOUNT #1" ; +label variable ER17129 "V17 CASH DOWNPMT AMT #1" ; +label variable ER17130 "V18 WTR GOT LOAN #1" ; +label variable ER17131 "V19 LOAN AMOUNT #1" ; +label variable ER17132 "V20 LOAN PAYMENT AMT #1" ; +label variable ER17133 "V20 LOAN PMT AMT PER #1" ; +label variable ER17134 "V21 LOAN TOTAL # PMTS #1" ; +label variable ER17135 "V22 LOAN # PMTS MADE #1" ; +label variable ER17136 "V23 CKPT: WTR LEASE >3 YR OLD VEHICLE #1" ; +label variable ER17137 "V24 LEASE INITIAL OUTLAY #1" ; +label variable ER17138 "V25 LEASE PMT AMOUNT #1" ; +label variable ER17139 "V25 LEASE AMOUNT PER #1" ; +label variable ER17140 "V26 LEASE TOTAL # PMTS #1" ; +label variable ER17141 "V27 LEASE # PMTS MADE #1" ; +label variable ER17142 "V3 MANUFACTURER CODE #2" ; +label variable ER17143 "V4 VEHICLE MAKE CODE #2" ; +label variable ER17144 "V5 VEHICLE MODEL YEAR #2" ; +label variable ER17145 "V5A VEHICLE TYPE CODE #2" ; +label variable ER17146 "V6 VEHICLE SIZE #2" ; +label variable ER17147 "V7 CYPSN OF USUAL DRIVER #2" ; +label variable ER17148 "V8 HOW ACQUIRED #2" ; +label variable ER17149 "V9 WTR NEW OR USED #2" ; +label variable ER17150 "V10 MO ACQUIRED #2" ; +label variable ER17151 "V10 YR ACQUIRED #2" ; +label variable ER17152 "V11 WTR USED FOR BUSINESS #2" ; +label variable ER17153 "V11A WTR MOSTLY FOR BUSINESS #2" ; +label variable ER17154 "V12 WTR FOR DISABLED PERSON #2" ; +label variable ER17155 "V13 CKPT: WTR OWN >3 YR OLD VEHICLE #2" ; +label variable ER17156 "V14 TOTAL PRICE #2" ; +label variable ER17157 "V15 WTR TRADE-IN #2" ; +label variable ER17158 "V16 TRADE-IN AMOUNT #2" ; +label variable ER17159 "V17 CASH DOWNPMT AMT #2" ; +label variable ER17160 "V18 WTR GOT LOAN #2" ; +label variable ER17161 "V19 LOAN AMOUNT #2" ; +label variable ER17162 "V20 LOAN PAYMENT AMT #2" ; +label variable ER17163 "V20 LOAN PMT AMT PER #2" ; +label variable ER17164 "V21 LOAN TOT # PMTS #2" ; +label variable ER17165 "V22 LOAN # PMTS MADE #2" ; +label variable ER17166 "V23 CKPT: WTR LEASE >3 YR OLD VEHICLE #2" ; +label variable ER17167 "V24 LEASE INITIAL OUTLAY #2" ; +label variable ER17168 "V25 LEASE PMT AMOUNT #2" ; +label variable ER17169 "V25 LEASE AMOUNT PER #2" ; +label variable ER17170 "V26 LEASE TOTAL # PMTS #2" ; +label variable ER17171 "V27 LEASE # PMTS MADE #2" ; +label variable ER17172 "V3 MANUFACTURER CODE #3" ; +label variable ER17173 "V4 VEHICLE MAKE CODE #3" ; +label variable ER17174 "V5 VEHICLE MODEL YEAR #3" ; +label variable ER17175 "V5A VEHICLE TYPE CODE #3" ; +label variable ER17176 "V6 VEHICLE SIZE #3" ; +label variable ER17177 "V7 CYPSN OF USUAL DRIVER #3" ; +label variable ER17178 "V8 HOW ACQUIRED #3" ; +label variable ER17179 "V9 WTR NEW OR USED #3" ; +label variable ER17180 "V10 MO ACQUIRED #3" ; +label variable ER17181 "V10 YR ACQUIRED #3" ; +label variable ER17182 "V11 WTR USED FOR BUSINESS #3" ; +label variable ER17183 "V11A WTR MOSTLY FOR BUSINESS #3" ; +label variable ER17184 "V12 WTR FOR DISABLED PERSON #3" ; +label variable ER17185 "V13 CKPT: WTR OWN >3 YR OLD VEHICLE #3" ; +label variable ER17186 "V14 TOTAL PRICE #3" ; +label variable ER17187 "V15 WTR TRADE-IN #3" ; +label variable ER17188 "V16 TRADE-IN AMOUNT #3" ; +label variable ER17189 "V17 CASH DOWNPMT AMT #3" ; +label variable ER17190 "V18 WTR GOT LOAN #3" ; +label variable ER17191 "V19 LOAN AMOUNT #3" ; +label variable ER17192 "V20 LOAN PAYMENT AMT #3" ; +label variable ER17193 "V20 LOAN PMT AMT PER #3" ; +label variable ER17194 "V21 LOAN TOTAL # PMTS #3" ; +label variable ER17195 "V22 LOAN # PMTS MADE #3" ; +label variable ER17196 "V23 CKPT: WTR LEASE >3 YR OLD VEHICLE #3" ; +label variable ER17197 "V24 LEASE INITIAL OUTLAY #3" ; +label variable ER17198 "V25 LEASE PMT AMOUNT #3" ; +label variable ER17199 "V25 LEASE AMOUNT PER #3" ; +label variable ER17200 "V26 LEASE TOTAL # PMTS #3" ; +label variable ER17201 "V27 LEASE # PMTS MADE #3" ; +label variable ER17202 "X1 CAR INSURANCE EXPENSE" ; +label variable ER17203 "X1 CAR INSURANCE PER" ; +label variable ER17204 "X2CKPT WTR OTR VEHICLES" ; +label variable ER17205 "X3 ADDL CAR/LEASE PMTS" ; +label variable ER17206 "X4 CAR REPAIR EXPENSES" ; +label variable ER17207 "X4B GASOLINE EXPENSES" ; +label variable ER17208 "X4C PARKING EXPENSES" ; +label variable ER17209 "X4D BUS/TRAIN FARES" ; +label variable ER17210 "X4E CAB FARE EXPENSES" ; +label variable ER17211 "X4F OTR TRANSP EXPENSES" ; +label variable ER17212 "X6 WTR SCHOOL EXPENSES" ; +label variable ER17213 "X7 TOTAL SCHOOL EXPENSES" ; +label variable ER17214 "X8 WTR OTR SCHOOL EXPENSES" ; +label variable ER17215 "X10 TOTAL OTR SCHOOL EXPENSES" ; +label variable ER17216 "B1 1ST MENTION" ; +label variable ER17217 "B1 2ND MENTION" ; +label variable ER17218 "B1 3RD MENTION" ; +label variable ER17219 "B2 YEAR RETIRED (HD-R)" ; +label variable ER17220 "B3 WORK FOR MONEY?(HD-E)" ; +label variable ER17221 "B4 WORK SELF/OTR? (HD-E)" ; +label variable ER17222 "B5 CORP/UNCORP BUS(HD-E)" ; +label variable ER17223 "B6 WORK FOR GOVT? (HD-E)" ; +label variable ER17224 "B7 JOB NOW UNION? (H-E)" ; +label variable ER17225 "B8 BELONG UNION? (HD-E)" ; +label variable ER17226 "B9-9A MAIN OCCUPATION: 3 DIGIT (HD-E)" ; +label variable ER17227 "B10 MAIN INDUSTRY: 3 DIGIT (HD-E)" ; +label variable ER17228 "B12 SLRY/HRLY/OTR (H-E)" ; +label variable ER17229 "B13 SALARY AMOUNT" ; +label variable ER17230 "B13 SALARY PER WHAT" ; +label variable ER17231 "B14 WTR SAL PD OT (HD-E)" ; +label variable ER17232 "B15 HOW PAID FOR OT" ; +label variable ER17233 "B15 2ND MENTION" ; +label variable ER17234 "B15 3RD MENTION" ; +label variable ER17235 "B16 HOURLY REGULAR RATE" ; +label variable ER17236 "B17 OT DIFFERENTIAL 1ST" ; +label variable ER17237 "B17 OT DIFFERENTIAL 2ND" ; +label variable ER17238 "B17 OT DIFFERENTIAL 3RD" ; +label variable ER17239 "B17B AVG TIPS/COMM" ; +label variable ER17240 "B17B TIPS/COMM PER WHAT" ; +label variable ER17241 "B17C AVG TIPS/COMM" ; +label variable ER17242 "B17C TIPS/COMM PER WHAT" ; +label variable ER17243 "B18 HOW PAID-OTR (HD-E)" ; +label variable ER17244 "B19 OT RATE" ; +label variable ER17245 "B20 GET NEW JOB? (HD-E)" ; +label variable ER17246 "B21 FIND JOB 1 (HD-E)" ; +label variable ER17247 "B21 FIND JOB 2 (HD-E)" ; +label variable ER17248 "B21 FIND JOB 3 (HD-E)" ; +label variable ER17249 "B21 FIND JOB 4 (HD-E)" ; +label variable ER17250 "B21 FIND JOB 5 ( HD-E)" ; +label variable ER17251 "B21 FIND JOB 6 (HD-E)" ; +label variable ER17252 "B21 FIND JOB 7 (HD-E)" ; +label variable ER17253 "B21 DID NOTHING (HD-E)" ; +label variable ER17254 "B23 YRS PRES EMP (H-E)" ; +label variable ER17255 "B23 MOS PRES EMP (H-E)" ; +label variable ER17256 "B23 WKS PRES EMP (H-E)" ; +label variable ER17257 "B24 MO BEG PRES EMP(H-E)" ; +label variable ER17258 "B24 YR BEG PRES EMP(H-E)" ; +label variable ER17259 "B25 BEG WRK PRES POS H-E" ; +label variable ER17260 "B26 MO BEG PRES POS(H-E)" ; +label variable ER17261 "B26 YR BEG PRES POS(H-E)" ; +label variable ER17262 "B27 CHGE POS (HD-E)" ; +label variable ER17263 "B28 MO CHGE POS (HD-E)" ; +label variable ER17264 "B29 TYPE OF CHGE (HD-E)" ; +label variable ER17265 "B30 MO BEG PRES POS(H-E)" ; +label variable ER17266 "B30 YR BEG PRES POS(H-E)" ; +label variable ER17267 "B31 MO BEG PRES POS(H-E)" ; +label variable ER17268 "B31 YR BEG PRES POS(H-E)" ; +label variable ER17269 "B32 CHGE POS (HD-E)" ; +label variable ER17270 "B33 MO CHGE POS (HD-E)" ; +label variable ER17271 "B34 TYPE OF CHGE (HD-E)" ; +label variable ER17272 "B35-36 BEG OCCUPATION-PRESENT EMP (HD-E)" ; +label variable ER17273 "B37 STARTING WAGE" ; +label variable ER17274 "B37 STARTING WAGE PER" ; +label variable ER17275 "B38 STARTING HR/WK" ; +label variable ER17276 "B39 PRES EMP JAN (H-E)" ; +label variable ER17277 "B39 PRES EMP FEB (H-E)" ; +label variable ER17278 "B39 PRES EMP MAR (H-E)" ; +label variable ER17279 "B39 PRES EMP APR (H-E)" ; +label variable ER17280 "B39 PRES EMP MAY (H-E)" ; +label variable ER17281 "B39 PRES EMP JUN (H-E)" ; +label variable ER17282 "B39 PRES EMP JUL (H-E)" ; +label variable ER17283 "B39 PRES EMP AUG (H-E)" ; +label variable ER17284 "B39 PRES EMP SEP (H-E)" ; +label variable ER17285 "B39 PRES EMP OCT (H-E)" ; +label variable ER17286 "B39 PRES EMP NOV (H-E)" ; +label variable ER17287 "B39 PRES EMP DEC (H-E)" ; +label variable ER17288 "B41-B41A OCCUPATION-OTR EMPLOYER (HD-E)" ; +label variable ER17289 "B41B INDUSTRY-OTR EMPLOYER (HD-E)" ; +label variable ER17290 "B42 OTR EMP JAN (H-E)" ; +label variable ER17291 "B42 OTR EMP FEB (H-E)" ; +label variable ER17292 "B42 OTR EMP MAR (H-E)" ; +label variable ER17293 "B42 OTR EMP APR (H-E)" ; +label variable ER17294 "B42 OTR EMP MAY (H-E)" ; +label variable ER17295 "B42 OTR EMP JUN (H-E)" ; +label variable ER17296 "B42 OTR EMP JUL (H-E)" ; +label variable ER17297 "B42 OTR EMP AUG (H-E)" ; +label variable ER17298 "B42 OTR EMP SEP (H-E)" ; +label variable ER17299 "B42 OTR EMP OCT (H-E)" ; +label variable ER17300 "B42 OTR EMP NOV (H-E)" ; +label variable ER17301 "B42 OTR EMP DEC (H-E)" ; +label variable ER17302 "B42A OVERLAP INDICATOR" ; +label variable ER17303 "B43 WORK SELF/OTR?(HD-E)" ; +label variable ER17304 "B44 CORP/UNCORP BUS(H-E)" ; +label variable ER17305 "B45 WORK FOR GOVT?(HD-E)" ; +label variable ER17306 "B45A AMOUNT" ; +label variable ER17307 "B45A AMOUNT PER WHAT" ; +label variable ER17308 "B45B HOURS PER WEEK" ; +label variable ER17309 "B46 CHG POS OTR EMP(H-E)" ; +label variable ER17310 "B46A MO CHGE POS (HD-E)" ; +label variable ER17311 "B47 TYPE CHG OTR EMP H-E" ; +label variable ER17312 "B48 MO BEG OTR EMP (HD-E" ; +label variable ER17313 "B48 YR BEG OTR EMP (HD-E" ; +label variable ER17314 "B49-49A BEG OCCUPATION-OTR EMP (HD-E)" ; +label variable ER17315 "B51 STARTING WAGE" ; +label variable ER17316 "B51 STARTING WAGE PER" ; +label variable ER17317 "B52 BEG HR/WK OTR EMP HD" ; +label variable ER17318 "B53 STOP WRK OTR EMP H-E" ; +label variable ER17319 "B54 MO END OTR EMP (H-E)" ; +label variable ER17320 "B54 YR END OTR EMP (H-E)" ; +label variable ER17321 "B55 WHY LEFT-OTHER EMPLOYER (HD-E)" ; +label variable ER17322 "B56 FINAL WAGE" ; +label variable ER17323 "B56 FINAL WAGE PER WHAT" ; +label variable ER17324 "B57A END HR/WK OTR EMP H" ; +label variable ER17325 "B60 WTR OTRS ILL (HD-E)" ; +label variable ER17326 "B61 DAYS OTHERS SICK" ; +label variable ER17327 "ACCURACY OF DAYS OTRS SICK (HD-E)" ; +label variable ER17328 "B61 WEEKS OTHERS SICK" ; +label variable ER17329 "ACCURACY OF WEEKS OTRS SICK (HD-E)" ; +label variable ER17330 "B61 MONTHS OTHERS SICK" ; +label variable ER17331 "ACCURACY OF MONTHS OTRS SICK (HD-E)" ; +label variable ER17332 "B63 WTR SELF ILL (HD-E)" ; +label variable ER17333 "B64 DAYS SELF SICK" ; +label variable ER17334 "ACCURACY OF DAYS SELF ILL (HD-E)" ; +label variable ER17335 "B64 WEEKS SELF SICK" ; +label variable ER17336 "ACCURACY OF WEEKS SELF ILL (HD-E)" ; +label variable ER17337 "B64 MONTHS SELF SICK" ; +label variable ER17338 "ACCURACY OF MONTHS SELF ILL (HD-E)" ; +label variable ER17339 "B66 WTR VACATION (HD-E)" ; +label variable ER17340 "B67 DAYS VACATION" ; +label variable ER17341 "ACCURACY OF DAYS VACATION (HD-E)" ; +label variable ER17342 "B67 WEEKS VACATION" ; +label variable ER17343 "ACCURACY OF WEEKS VACATION (HD-E)" ; +label variable ER17344 "B67 MONTHS VACATION" ; +label variable ER17345 "ACCURACY OF MONTHS VACATION (HD-E)" ; +label variable ER17346 "B69 WTR STRIKE (HD-E)" ; +label variable ER17347 "B70 DAYS STRIKE" ; +label variable ER17348 "ACCURACY OF STRIKE DAYS (HD-E)" ; +label variable ER17349 "B70 WEEKS STRIKE" ; +label variable ER17350 "ACCURACY OF STRIKE WEEKS (HD-E)" ; +label variable ER17351 "B70 MONTHS STRIKE" ; +label variable ER17352 "ACCURACY OF STRIKE MONTHS (HD-E)" ; +label variable ER17353 "B72 WTR UNEMPLOYED(HD-E)" ; +label variable ER17354 "B73 DAYS UNEMPLOYED" ; +label variable ER17355 "ACCURACY OF DAYS UNEMPLOYED (HD-E)" ; +label variable ER17356 "B73 WEEKS UNEMPLOYED" ; +label variable ER17357 "ACCURACY OF WEEKS UNEMPLOYED (HD-E)" ; +label variable ER17358 "B73 MONTHS UNEMPLOYED" ; +label variable ER17359 "ACCURACY OF MONTHS UNEMPLOYED (HD-E)" ; +label variable ER17360 "B74A UNEMPLOYED JAN" ; +label variable ER17361 "B74A UNEMPLOYED FEB" ; +label variable ER17362 "B74A UNEMPLOYED MAR" ; +label variable ER17363 "B74A UNEMPLOYED APR" ; +label variable ER17364 "B74A UNEMPLOYED MAY" ; +label variable ER17365 "B74A UNEMPLOYED JUN" ; +label variable ER17366 "B74A UNEMPLOYED JUL" ; +label variable ER17367 "B74A UNEMPLOYED AUG" ; +label variable ER17368 "B74A UNEMPLOYED SEP" ; +label variable ER17369 "B74A UNEMPLOYED OCT" ; +label variable ER17370 "B74A UNEMPLOYED NOV" ; +label variable ER17371 "B74A UNEMPLOYED DEC" ; +label variable ER17372 "B75 WTR OUT LAB FRC(H-E)" ; +label variable ER17373 "B76 DAYS OUT OF LAB FORC" ; +label variable ER17374 "ACCURACY OF DAYS OUT OF LAB FORCE (HD-E)" ; +label variable ER17375 "B76 WEEKS OUT LABOR FORC" ; +label variable ER17376 "ACCURACY OF WKS OUT OF LAB FORCE (HD-E)" ; +label variable ER17377 "B76 MONTHS OUT LABR FORC" ; +label variable ER17378 "ACCURACY OF MOS OUT OF LAB FORCE (HD-E)" ; +label variable ER17379 "B77A OUT LAB FORC JAN" ; +label variable ER17380 "B77A OUT LAB FORC FEB" ; +label variable ER17381 "B77A OUT LAB FORC MAR" ; +label variable ER17382 "B77A OUT LAB FORC APR" ; +label variable ER17383 "B77A OUT LAB FORC MAY" ; +label variable ER17384 "B77A OUT LAB FORC JUN" ; +label variable ER17385 "B77A OUT LAB FORC JUL" ; +label variable ER17386 "B77A OUT LAB FORC AUG" ; +label variable ER17387 "B77A OUT LAB FORC SEP" ; +label variable ER17388 "B77A OUT LAB FORC OCT" ; +label variable ER17389 "B77A OUT LAB FORC NOV" ; +label variable ER17390 "B77A OUT LAB FORC DEC" ; +label variable ER17391 "B78 # WKS WORKED (HD-E)" ; +label variable ER17392 "ACCURACY OF WKS WORKED (HD-E)" ; +label variable ER17393 "B79 # HR/WK WORKED (H-E)" ; +label variable ER17394 "ACCURACY OF HR/WK WORKED (HD-E)" ; +label variable ER17395 "B80 WTR WORKED OT (HD-E)" ; +label variable ER17396 "B81 HOURS OF OVERTIME" ; +label variable ER17397 "ACCURACY OF OVERTIME HOURS (HD-E)" ; +label variable ER17398 "B82 WTR XTRA JOBS (HD-E)" ; +label variable ER17399 "B83 WORK FOR GOVT?(HD-E)" ; +label variable ER17400 "B84-84A OCCUPATION-EXTRA JOB1 (HD-E)" ; +label variable ER17401 "B85 INDUSTRY-EXTRA JOB1 (HD-E)" ; +label variable ER17402 "B87 AMT MADE XTRA JOB1" ; +label variable ER17403 "B87 AMT MADE PER JOB1" ; +label variable ER17404 "B88 # WKS XTRA JOB1(H-E)" ; +label variable ER17405 "ACCURACY OF XTRA JOB1 WKS (HD-E)" ; +label variable ER17406 "B89 HR/WK XTRA JOB1(H-E)" ; +label variable ER17407 "ACCURACY OF XJOB1 HR/WK (HD-E)" ; +label variable ER17408 "B90 MO BEG XTRA JOB1 H-E" ; +label variable ER17409 "B90 YR BEG XTRA JOB1 H-E" ; +label variable ER17410 "B91 WRK XJB1 JAN (H-E)" ; +label variable ER17411 "B91 WRK XJB1 FEB (H-E)" ; +label variable ER17412 "B91 WRK XJB1 MAR (H-E)" ; +label variable ER17413 "B91 WRK XJB1 APR (H-E)" ; +label variable ER17414 "B91 WRK XJB1 MAY (H-E)" ; +label variable ER17415 "B91 WRK XJB1 JUN (H-E)" ; +label variable ER17416 "B91 WRK XJB1 JUL (H-E)" ; +label variable ER17417 "B91 WRK XJB1 AUG (H-E)" ; +label variable ER17418 "B91 WRK XJB1 SEP (H-E)" ; +label variable ER17419 "B91 WRK XJB1 OCT (H-E)" ; +label variable ER17420 "B91 WRK XJB1 NOV (H-E)" ; +label variable ER17421 "B91 WRK XJB1 DEC (H-E)" ; +label variable ER17422 "B92 STOP WRK XJOB1 (H-E)" ; +label variable ER17423 "B93 MO END XJOB1 (HD-E)" ; +label variable ER17424 "B93 YR END XJOB1 (HD-E)" ; +label variable ER17425 "B94 WTR OTR XJOB (HD-E)" ; +label variable ER17426 "B95 WRK FOR GOV XJB2 H-E" ; +label variable ER17427 "B96-97 OCCUPATION-EXTRA JOB2(HD-E)" ; +label variable ER17428 "B98 INDUSTRY-EXTRA JOB2 (HD-E)" ; +label variable ER17429 "B99 AMT MADE XTRA JOB2" ; +label variable ER17430 "B99 AMT MADE PER JOB2" ; +label variable ER17431 "B100 #WKS XTRA JB2+(H-E)" ; +label variable ER17432 "ACCURACY OF XTRA JOB2 WKS (HD-E)" ; +label variable ER17433 "B101 AV HR/WK X JB2+ H-E" ; +label variable ER17434 "ACCURACY OF XJOB2 HR/WK (HD-E)" ; +label variable ER17435 "B102 MO BEG XJOB2 (H-E)" ; +label variable ER17436 "B102 YR BEG XJOB2 (H-E)" ; +label variable ER17437 "B103 WRK XJOB2 JAN H-E" ; +label variable ER17438 "B103 WRK XJOB2 FEB H-E" ; +label variable ER17439 "B103 WRK XJOB2 MAR H-E" ; +label variable ER17440 "B103 WRK XJOB2 APR H-E" ; +label variable ER17441 "B103 WRK XJOB2 MAY H-E" ; +label variable ER17442 "B103 WRK XJOB2 JUN H-E" ; +label variable ER17443 "B103 WRK XJOB2 JUL H-E" ; +label variable ER17444 "B103 WRK XJOB2 AUG H-E" ; +label variable ER17445 "B103 WRK XJOB2 SEP H-E" ; +label variable ER17446 "B103 WRK XJOB2 OCT H-E" ; +label variable ER17447 "B103 WRK XJOB2 NOV H-E" ; +label variable ER17448 "B103 WRK XJOB2 DEC H-E" ; +label variable ER17449 "B104 STOP WORK XJOB2 H-E" ; +label variable ER17450 "B105 MO END XJOB2 (HD-E)" ; +label variable ER17451 "B105 YR END XJOB2 (HD-E)" ; +label variable ER17452 "B110 WRK FOR GOV XJB3 HE" ; +label variable ER17453 "B110A OCCUPATION-EXTRA JOB3(HD-E)" ; +label variable ER17454 "B110B INDUSTRY-EXTRA JOB3 (HD-E)" ; +label variable ER17455 "B111 AMT MADE XTRA JOB3" ; +label variable ER17456 "B111 AMT MADE PER JOB3" ; +label variable ER17457 "B112 #WKS XTRA JOB3" ; +label variable ER17458 "ACCURACY OF XTRA JOB3 WKS (HD-E)" ; +label variable ER17459 "B113 HR/WK XTRA JOB3" ; +label variable ER17460 "ACCURACY OF XJOB3 HR/WK (HD-E)" ; +label variable ER17460A "B114 MO BEG XTRA JOB3" ; +label variable ER17461 "B114 YR BEG XTRA JOB3" ; +label variable ER17462 "B115 XTRA JOB3 JAN" ; +label variable ER17463 "B115 XTRA JOB3 FEB" ; +label variable ER17464 "B115 XTRA JOB3 MAR" ; +label variable ER17465 "B115 XTRA JOB3 APR" ; +label variable ER17466 "B115 XTRA JOB3 MAY" ; +label variable ER17467 "B115 XTRA JOB3 JUN" ; +label variable ER17468 "B115 XTRA JOB3 JUL" ; +label variable ER17469 "B115 XTRA JOB3 AUG" ; +label variable ER17470 "B115 XTRA JOB3 SEP" ; +label variable ER17471 "B115 XTRA JOB3 OCT" ; +label variable ER17472 "B115 XTRA JOB3 NOV" ; +label variable ER17473 "B115 XTRA JOB3 DEC" ; +label variable ER17474 "B116 STOP WRK XTRA JOB3" ; +label variable ER17475 "B117 MO END XTRA JOB3" ; +label variable ER17476 "B117 YR END XTRA JOB3" ; +label variable ER17477 "B119 WORK FOR GOVT? JOB4" ; +label variable ER17478 "B120 OCCUPATION-EXTRA JOB4(HD-E)" ; +label variable ER17479 "B121 INDUSTRY-EXTRA JOB4 (HD-E)" ; +label variable ER17480 "B123 AMT MADE XTRA JOB4" ; +label variable ER17481 "B123 AMT MADE PER JOB4" ; +label variable ER17482 "B124 #WKS XTRA JOB4" ; +label variable ER17483 "ACCURACY OF XTRA JOB4 WKS (HD-E)" ; +label variable ER17484 "B125 HR/WK XTRA JOB4" ; +label variable ER17485 "ACCURACY OF XJOB4 HR/WK (HD-E)" ; +label variable ER17486 "B126 MO BEG XTRA JOB4" ; +label variable ER17487 "B126 YR BEG XTRA JOB4" ; +label variable ER17488 "B127 XTRA JOB4 JAN" ; +label variable ER17489 "B127 XTRA JOB4 FEB" ; +label variable ER17490 "B127 XTRA JOB4 MAR" ; +label variable ER17491 "B127 XTRA JOB4 APR" ; +label variable ER17492 "B127 XTRA JOB4 MAY" ; +label variable ER17493 "B127 XTRA JOB4 JUN" ; +label variable ER17494 "B127 XTRA JOB4 JUL" ; +label variable ER17495 "B127 XTRA JOB4 AUG" ; +label variable ER17496 "B127 XTRA JOB4 SEP" ; +label variable ER17497 "B127 XTRA JOB4 OCT" ; +label variable ER17498 "B127 XTRA JOB4 NOV" ; +label variable ER17499 "B127 XTRA JOB4 DEC" ; +label variable ER17500 "B128 STOP WRK XTRA JOB4" ; +label variable ER17501 "B129 MO END XTRA JOB4" ; +label variable ER17502 "B129 YR END XTRA JOB4" ; +label variable ER17503 "C1 WTR LOOK FOR JOB(H-U)" ; +label variable ER17504 "C2 FIND JOB 1 (HD-U)" ; +label variable ER17505 "C2 FIND JOB 2 (HD-U)" ; +label variable ER17506 "C2 FIND JOB 3 (HD-U)" ; +label variable ER17507 "C2 FIND JOB 4 (HD-U)" ; +label variable ER17508 "C2 FIND JOB 5 (HD-U)" ; +label variable ER17509 "C2 FIND JOB 6 (HD-U)" ; +label variable ER17510 "C2 FIND JOB 7 (HD-U)" ; +label variable ER17511 "C2 DID NOTHING (HD-U)" ; +label variable ER17512 "C3 YRS LOOK WRK (H-U)" ; +label variable ER17513 "C3 MOS LOOK WRK (H-U)" ; +label variable ER17514 "C3 WKS LOOK WRK (H-U)" ; +label variable ER17515 "C4 EVER WORKED? (HD-U)" ; +label variable ER17516 "C5 MO LAST WORKED (HD-U)" ; +label variable ER17517 "C5 YR LAST WORKED (HD-U)" ; +label variable ER17518 "C6 WTR UNEMP (H-U)" ; +label variable ER17519 "C7 # WK UNEMP (H-U)" ; +label variable ER17520 "ACCURACY OF UNEMPLOYED WKS (HD-U)" ; +label variable ER17521 "C8 LOOKING FOR WORK JAN" ; +label variable ER17522 "C8 LOOKING FOR WORK FEB" ; +label variable ER17523 "C8 LOOKING FOR WORK MAR" ; +label variable ER17524 "C8 LOOKING FOR WORK APR" ; +label variable ER17525 "C8 LOOKING FOR WORK MAY" ; +label variable ER17526 "C8 LOOKING FOR WORK JUN" ; +label variable ER17527 "C8 LOOKING FOR WORK JUL" ; +label variable ER17528 "C8 LOOKING FOR WORK AUG" ; +label variable ER17529 "C8 LOOKING FOR WORK SEP" ; +label variable ER17530 "C8 LOOKING FOR WORK OCT" ; +label variable ER17531 "C8 LOOKING FOR WORK NOV" ; +label variable ER17532 "C8 LOOKING FOR WORK DEC" ; +label variable ER17533 "C9-10 OCCUPATION-LAST JOB (HD-U)" ; +label variable ER17534 "C11 INDUSTRY-LAST JOB (HD-U)" ; +label variable ER17535 "C12 WRK SELF/OTR? (HD-U)" ; +label variable ER17536 "C13 CORP/UNCORP BUS(H-U)" ; +label variable ER17537 "C14 WORK FOR GOVT? (H-U)" ; +label variable ER17538 "C15 WHY LAST JOB END (HD-U)" ; +label variable ER17539 "C16 MO BEG LAST EMP H-U" ; +label variable ER17540 "C16 YR BEG LAST EMP H-U" ; +label variable ER17541 "C17 BEG WK LAST POS(H-U)" ; +label variable ER17542 "C18 MO BEG LAST POS (H-U" ; +label variable ER17543 "C18 YR BEG LAST POS (H-U" ; +label variable ER17544 "C19 CHGE POS (HD-U)" ; +label variable ER17545 "C20 MO CHGE POS (HD-U)" ; +label variable ER17546 "C21 TYPE OF CHGE (HD-U)" ; +label variable ER17547 "C22 MO BEG LAST POS(H-U)" ; +label variable ER17548 "C22 YR BEG LAST POS(H-U)" ; +label variable ER17549 "C23 MO BEG LAST POS(H-U)" ; +label variable ER17550 "C23 YR BEG LAST POS(H-U)" ; +label variable ER17551 "C24 CHGE POS (HD-U)" ; +label variable ER17552 "C25 MO CHGE POS (HD-U)" ; +label variable ER17553 "C26 TYPE OF CHGE (HD-U)" ; +label variable ER17554 "C27-28 BEG OCCUPATION-LAST EMP (HD-U)" ; +label variable ER17555 "C29 STARTING WAGE" ; +label variable ER17556 "C29 STARTING WAGE PER" ; +label variable ER17557 "C30 HR/WK BEG LAST EMP H" ; +label variable ER17558 "C31 LAST EMP JAN (H-U)" ; +label variable ER17559 "C31 LAST EMP FEB (H-U)" ; +label variable ER17560 "C31 LAST EMP MAR (H-U)" ; +label variable ER17561 "C31 LAST EMP APR (H-U)" ; +label variable ER17562 "C31 LAST EMP MAY (H-U)" ; +label variable ER17563 "C31 LAST EMP JUN (H-U)" ; +label variable ER17564 "C31 LAST EMP JUL (H-U)" ; +label variable ER17565 "C31 LAST EMP AUG (H-U)" ; +label variable ER17566 "C31 LAST EMP SEP (H-U)" ; +label variable ER17567 "C31 LAST EMP OCT (H-U)" ; +label variable ER17568 "C31 LAST EMP NOV (H-U)" ; +label variable ER17569 "C31 LAST EMP DEC (H-U)" ; +label variable ER17570 "C33-C33A OCCUPATION-OTR EMPLOYER (HD-U)" ; +label variable ER17571 "C33B INDUSTRY-OTHER EMPLOYER (HD-U)" ; +label variable ER17572 "C34 OTR EMP JAN (H-U)" ; +label variable ER17573 "C34 OTR EMP FEB (H-U)" ; +label variable ER17574 "C34 OTR EMP MAR (H-U)" ; +label variable ER17575 "C34 OTR EMP APR (H-U)" ; +label variable ER17576 "C34 OTR EMP MAY (H-U)" ; +label variable ER17577 "C34 OTR EMP JUN (H-U)" ; +label variable ER17578 "C34 OTR EMP JUL (H-U)" ; +label variable ER17579 "C34 OTR EMP AUG (H-U)" ; +label variable ER17580 "C34 OTR EMP SEP (H-U)" ; +label variable ER17581 "C34 OTR EMP OCT (H-U)" ; +label variable ER17582 "C34 OTR EMP NOV (H-U)" ; +label variable ER17583 "C34 OTR EMP DEC (H-U)" ; +label variable ER17584 "C34A OVERLAP (H-U)" ; +label variable ER17585 "C35 WORK SELF/OTR?(HD-U)" ; +label variable ER17586 "C36 CORP/UNCORP BUS(H-U)" ; +label variable ER17587 "C37 WRK GOV-OTH EMP H-U" ; +label variable ER17588 "C37A AMT EARNED THIS JOB" ; +label variable ER17589 "C37A AMT EARNED PER" ; +label variable ER17590 "C37B # HR/WK WORKED H-U" ; +label variable ER17591 "C38 CHG POS OTR EMP(H-U)" ; +label variable ER17592 "C38A MO CHGE POS (HD-U)" ; +label variable ER17593 "C39 TYPE CHG OTR EMP H-U" ; +label variable ER17594 "C40 MO BEG OTR EMP(HD-U)" ; +label variable ER17595 "C40 YR BEG OTR EMP(HD-U)" ; +label variable ER17596 "C41-41A BEG OCCUPATION-OTR EMP (HD-U)" ; +label variable ER17597 "C43 STARTING SALARY WAGE" ; +label variable ER17598 "C43 START SAL/WAGE PER" ; +label variable ER17599 "C44 BEG HR/WK OTR EMP HD" ; +label variable ER17600 "C45 STOP WRK OTR EMP H-U" ; +label variable ER17601 "C46 MO END OTR EMP (HD-U" ; +label variable ER17602 "C46 YR END OTR EMP (HD-U" ; +label variable ER17603 "C47 WHY LEFT-OTHER EMPLOYER (HD-U)" ; +label variable ER17604 "C48A FINAL SALARY/WAGE" ; +label variable ER17605 "C48A FINAL SAL/WAGE PER" ; +label variable ER17606 "C49A END HR/WK OTR EMP H" ; +label variable ER17607 "C52 WTR OTRS ILL (HD-U)" ; +label variable ER17608 "C53 DAYS OTHERS SICK" ; +label variable ER17609 "ACCURACY OF DAYS OTRS SICK (HD-U)" ; +label variable ER17610 "C53 WEEKS OTHERS SICK" ; +label variable ER17611 "ACCURACY OF WEEKS OTRS SICK (HD-U)" ; +label variable ER17612 "C53 MONTHS OTHERS SICK" ; +label variable ER17613 "ACCURACY OF MONTHS OTRS SICK (HD-U)" ; +label variable ER17614 "C55 WTR SELF ILL (HD-U)" ; +label variable ER17615 "C56 DAYS SELF SICK" ; +label variable ER17616 "ACCURACY OF DAYS SELF ILL (HD-U)" ; +label variable ER17617 "C56 WEEKS SELF SICK" ; +label variable ER17618 "ACCURACY OF WEEKS SELF ILL (HD-U)" ; +label variable ER17619 "C56 MONTHS SELF SICK" ; +label variable ER17620 "ACCURACY OF MONTHS SELF ILL (HD-U)" ; +label variable ER17621 "C58 WTR VACATION (HD-U)" ; +label variable ER17622 "C59 DAYS VACATION" ; +label variable ER17623 "ACCURACY OF DAYS VACATION (HD-U)" ; +label variable ER17624 "C59 WEEKS VACATION" ; +label variable ER17625 "ACCURACY OF WEEKS VACATION (HD-U)" ; +label variable ER17626 "C59 MONTHS VACATION" ; +label variable ER17627 "ACCURACY OF MONTHS VACATION (HD-U)" ; +label variable ER17628 "C61 WTR ON STRIKE (HD-U)" ; +label variable ER17629 "C62 DAYS STRIKE" ; +label variable ER17630 "ACCURACY OF STRIKE DAYS (HD-U)" ; +label variable ER17631 "C62 WEEKS STRIKE" ; +label variable ER17632 "ACCURACY OF STRIKE WEEKS (HD-U)" ; +label variable ER17633 "C62 MONTHS STRIKE" ; +label variable ER17634 "ACCURACY OF STRIKE MONTHS (HD-U)" ; +label variable ER17635 "C64 WTR UNEMPLOYED (H-U)" ; +label variable ER17636 "C65 DAYS UNEMPLOYED" ; +label variable ER17637 "ACCURACY OF DAYS UNEMPLOYED (HD-U)" ; +label variable ER17638 "C65 WEEKS UNEMPLOYED" ; +label variable ER17639 "ACCURACY OF WEEKS UNEMPLOYED (HD-U)" ; +label variable ER17640 "C65 MONTHS UNEMPLOYED" ; +label variable ER17641 "ACCURACY OF MONTHS UNEMPLOYED (HD-U)" ; +label variable ER17642 "C66A UNEMPLOYED JAN" ; +label variable ER17643 "C66A UNEMPLOYED FEB" ; +label variable ER17644 "C66A UNEMPLOYED MAR" ; +label variable ER17645 "C66A UNEMPLOYED APR" ; +label variable ER17646 "C66A UNEMPLOYED MAY" ; +label variable ER17647 "C66A UNEMPLOYED JUN" ; +label variable ER17648 "C66A UNEMPLOYED JUL" ; +label variable ER17649 "C66A UNEMPLOYED AUG" ; +label variable ER17650 "C66A UNEMPLOYED SEP" ; +label variable ER17651 "C66A UNEMPLOYED OCT" ; +label variable ER17652 "C66A UNEMPLOYED NOV" ; +label variable ER17653 "C66A UNEMPLOYED DEC" ; +label variable ER17654 "C67 WTR OUT LAB FRC(H-U)" ; +label variable ER17655 "C68 DAYS OUT LABOR FORCE" ; +label variable ER17656 "ACCURACY OF DAYS OUT OF LAB FORCE (HD-U)" ; +label variable ER17657 "C68 WEEKS OUT LABOR FORC" ; +label variable ER17658 "ACCURACY OF WKS OUT OF LAB FORCE (HD-U)" ; +label variable ER17659 "C68 MONTHS OUT LABR FORC" ; +label variable ER17660 "ACCURACY OF MOS OUT OF LAB FORCE (HD-U)" ; +label variable ER17661 "C69A OUT LABR FORC JAN" ; +label variable ER17662 "C69A OUT LABR FORC FEB" ; +label variable ER17663 "C69A OUT LABR FORC MAR" ; +label variable ER17664 "C69A OUT LABR FORC APR" ; +label variable ER17665 "C69A OUT LABR FORC MAY" ; +label variable ER17666 "C69A OUT LABR FORC JUN" ; +label variable ER17667 "C69A OUT LABR FORC JUL" ; +label variable ER17668 "C69A OUT LABR FORC AUG" ; +label variable ER17669 "C69A OUT LABR FORC SEP" ; +label variable ER17670 "C69A OUT LABR FORC OCT" ; +label variable ER17671 "C69A OUT LABR FORC NOV" ; +label variable ER17672 "C69A OUT LABR FORC DEC" ; +label variable ER17673 "C70 WEEKS WORKED" ; +label variable ER17674 "ACCURACY OF WKS WORKED (HD-U)" ; +label variable ER17675 "C71 HR/WK WORKED (HD-U)" ; +label variable ER17676 "ACCURACY OF HR/WK WORKED (HD-U)" ; +label variable ER17677 "C72 WTR WORKED OT (HD-U)" ; +label variable ER17678 "C73 AMOUNT OVERTIME" ; +label variable ER17679 "ACCURACY OF OVERTIME HOURS (HD-U)" ; +label variable ER17680 "C74 WTR XTRA JOBS (HD-U)" ; +label variable ER17681 "C75 WORK FOR GOVT?(HD-U)" ; +label variable ER17682 "C76-76A OCCUPATION-EXTRA JOB1 (HD-U)" ; +label variable ER17683 "C77 INDUSTRY-EXTRA JOB1 (HD-U)" ; +label variable ER17684 "C79 AMT MADE XTRA JOB1" ; +label variable ER17685 "C79 AMT MADE JOB1 PER" ; +label variable ER17686 "C80 # WKS EXTRA JOB1 H-U" ; +label variable ER17687 "ACCURACY OF XTRA JOB1 WKS (HD-U)" ; +label variable ER17688 "C81 HR/WK XTRA JOB1(H-U)" ; +label variable ER17689 "ACCURACY OF XJOB1 HR/WK (HD-U)" ; +label variable ER17690 "C82 MO BEG XTRA JOB1 H-U" ; +label variable ER17691 "C82 YR BEG XTRA JOB1 H-U" ; +label variable ER17692 "C83 WRK XJOB1 JAN H-U" ; +label variable ER17693 "C83 WRK XJOB1 FEB H-U" ; +label variable ER17694 "C83 WRK XJOB1 MAR H-U" ; +label variable ER17695 "C83 WRK XJOB1 APR H-U" ; +label variable ER17696 "C83 WRK XJOB1 MAY H-U" ; +label variable ER17697 "C83 WRK XJOB1 JUN H-U" ; +label variable ER17698 "C83 WRK XJOB1 JUL H-U" ; +label variable ER17699 "C83 WRK XJOB1 AUG H-U" ; +label variable ER17700 "C83 WRK XJOB1 SEP H-U" ; +label variable ER17701 "C83 WRK XJOB1 OCT H-U" ; +label variable ER17702 "C83 WRK XJOB1 NOV H-U" ; +label variable ER17703 "C83 WRK XJOB1 DEC H-U" ; +label variable ER17704 "C84 STOP WORK XJOB1 H-U" ; +label variable ER17705 "C85 MO END XJOB1 (HD-U)" ; +label variable ER17706 "C85 YR END XJOB1 (HD-U)" ; +label variable ER17707 "C87 WRK FOR GOV XJB2 H-U" ; +label variable ER17708 "C88-89 OCCUPATION-EXTRA JOB2 (HD-U)" ; +label variable ER17709 "C90 INDUSTRY-EXTRA JOB2 (HD-U)" ; +label variable ER17710 "C91 AMT MADE XTRA JOB2" ; +label variable ER17711 "C91 AMT MADE JOB2 PER" ; +label variable ER17712 "C92 # WK XTRA JOB2+(H-U)" ; +label variable ER17713 "ACCURACY OF XTRA JOB2 WKS (HD-U)" ; +label variable ER17714 "C93 AV HR/WK X JB2+(H-U)" ; +label variable ER17715 "ACCURACY OF XJOB2 HR/WK (HD-U)" ; +label variable ER17716 "C94 MO BEG XJOB2 (H-U)" ; +label variable ER17717 "C94 YR BEG XJOB2 (H-U)" ; +label variable ER17718 "C95 WRK XJOB2 JAN H-U" ; +label variable ER17719 "C95 WRK XJOB2 FEB H-U" ; +label variable ER17720 "C95 WRK XJOB2 MAR H-U" ; +label variable ER17721 "C95 WRK XJOB2 APR H-U" ; +label variable ER17722 "C95 WRK XJOB2 MAY H-U" ; +label variable ER17723 "C95 WRK XJOB2 JUN H-U" ; +label variable ER17724 "C95 WRK XJOB2 JUL H-U" ; +label variable ER17725 "C95 WRK XJOB2 AUG H-U" ; +label variable ER17726 "C95 WRK XJOB2 SEP H-U" ; +label variable ER17727 "C95 WRK XJOB2 OCT H-U" ; +label variable ER17728 "C95 WRK XJOB2 NOV H-U" ; +label variable ER17729 "C95 WRK XJOB2 DEC H-U" ; +label variable ER17730 "C96 STOP WORK XJOB2 H-U" ; +label variable ER17731 "C97 MO END JOB2 (HD-U)" ; +label variable ER17732 "C97 YR END JOB2 (HD-U)" ; +label variable ER17733 "C99 WRK FOR GOV XJB3 HU" ; +label variable ER17734 "C100 OCCUPATION-EXTRA JOB3 (HD-U)" ; +label variable ER17735 "C101 INDUSTRY-EXTRA JOB3 (HD-U)" ; +label variable ER17736 "C103 AMT MADE XTRA JOB3" ; +label variable ER17737 "C103 AMT MADE JOB3 PER" ; +label variable ER17738 "C104 #WEEKS XTRA JOB3" ; +label variable ER17739 "ACCURACY OF XTRA JOB3 WKS (HD-U)" ; +label variable ER17740 "C105 HRS/WK XTRA JOB3" ; +label variable ER17741 "ACCURACY OF XJOB3 HR/WK (HD-U)" ; +label variable ER17742 "C106 MO BEG XTRA JOB3" ; +label variable ER17743 "C106 YR BEG XTRA JOB3" ; +label variable ER17744 "C107 EXTRA JOB3 JAN" ; +label variable ER17745 "C107 EXTRA JOB3 FEB" ; +label variable ER17746 "C107 EXTRA JOB3 MAR" ; +label variable ER17747 "C107 EXTRA JOB3 APR" ; +label variable ER17748 "C107 EXTRA JOB3 MAY" ; +label variable ER17749 "C107 EXTRA JOB3 JUN" ; +label variable ER17750 "C107 EXTRA JOB3 JUL" ; +label variable ER17751 "C107 EXTRA JOB3 AUG" ; +label variable ER17752 "C107 EXTRA JOB3 SEP" ; +label variable ER17753 "C107 EXTRA JOB3 OCT" ; +label variable ER17754 "C107 EXTRA JOB3 NOV" ; +label variable ER17755 "C107 EXTRA JOB3 DEC" ; +label variable ER17756 "C108 STOP WRK XTRA JOB3" ; +label variable ER17757 "C109 MO END XTRA JOB3" ; +label variable ER17758 "C109 YR END XTRA JOB3" ; +label variable ER17759 "C114 WRK FOR GOV XJB4 HU" ; +label variable ER17760 "C114A OCCUPATION-EXTRA JOB4 (HD-U)" ; +label variable ER17761 "C114B INDUSTRY-EXTRA JOB4 (HD-U)" ; +label variable ER17762 "C115 AMT MADE XTRA JOB4" ; +label variable ER17763 "C115 AMT MADE JOB4 PER" ; +label variable ER17764 "C116 #WEEKS XTRA JOB4" ; +label variable ER17765 "ACCURACY OF XTRA JOB4 WKS (HD-U)" ; +label variable ER17766 "C117 HRS/WK XTRA JOB4" ; +label variable ER17767 "ACCURACY OF XJOB4 HR/WK (HD-U)" ; +label variable ER17768 "C118 MO BEG XTRA JOB4" ; +label variable ER17769 "C118 YR BEG XTRA JOB4" ; +label variable ER17770 "C119 EXTRA JOB4 JAN" ; +label variable ER17771 "C119 EXTRA JOB4 FEB" ; +label variable ER17772 "C119 EXTRA JOB4 MAR" ; +label variable ER17773 "C119 EXTRA JOB4 APR" ; +label variable ER17774 "C119 EXTRA JOB4 MAY" ; +label variable ER17775 "C119 EXTRA JOB4 JUN" ; +label variable ER17776 "C119 EXTRA JOB4 JUL" ; +label variable ER17777 "C119 EXTRA JOB4 AUG" ; +label variable ER17778 "C119 EXTRA JOB4 SEP" ; +label variable ER17779 "C119 EXTRA JOB4 OCT" ; +label variable ER17780 "C119 EXTRA JOB4 NOV" ; +label variable ER17781 "C119 EXTRA JOB4 DEC" ; +label variable ER17782 "C120 STOP WORK XTRA JOB4" ; +label variable ER17783 "C121 MO END XTRA JOB4" ; +label variable ER17784 "C121 YR END XTRA JOB4" ; +label variable ER17785 "D1 CKPT: WTR WIFE/WIFE IN FU" ; +label variable ER17786 "D1 1ST MENTION" ; +label variable ER17787 "D1 2ND MENTION" ; +label variable ER17788 "D1 3RD MENTION" ; +label variable ER17789 "D2 YEAR RETIRED (WF-R)" ; +label variable ER17790 "D3 WORK FOR MONEY?(WF-E)" ; +label variable ER17791 "D4 WORK SELF/OTR? (WF-E)" ; +label variable ER17792 "D5 CORP/UNCORP BUS(WF-E)" ; +label variable ER17793 "D6 WORK FOR GOVT? (WF-E)" ; +label variable ER17794 "D7 JOB NOW UNION? (W-E)" ; +label variable ER17795 "D8 BELONG UNION? (WF-E)" ; +label variable ER17796 "D9-9A MAIN OCCUPATION:3 DIGIT (WF-E)" ; +label variable ER17797 "D10 MAIN INDUSTRY:3 DIGIT (WF-E)" ; +label variable ER17798 "D12 SLRY/HRLY/OTR (W-E)" ; +label variable ER17799 "D13 SALARY AMOUNT" ; +label variable ER17800 "D13 SALARY PER WHAT" ; +label variable ER17801 "D14 WTR SAL PD OT (WF-E)" ; +label variable ER17802 "D15 HOURLY OVERTIME" ; +label variable ER17803 "D15 2ND MENTION" ; +label variable ER17804 "D15 3RD MENTION" ; +label variable ER17805 "D16 HOURLY REGULAR RATE" ; +label variable ER17806 "D17 HOURLY RATE OT (W-E)" ; +label variable ER17807 "D17 2ND MENTION" ; +label variable ER17808 "D17 3RD MENTION" ; +label variable ER17809 "D17B AVG TIPS/COMM" ; +label variable ER17810 "D17B TIPS/COMM PER WHAT" ; +label variable ER17811 "D17C AVG TIPS/COMM" ; +label variable ER17812 "D17C TIPS/COMM PER WHAT" ; +label variable ER17813 "D18 HOW PAID-OTR (WF-E)" ; +label variable ER17814 "D19 HOURLY OVERTIME" ; +label variable ER17815 "D20 GET NEW JOB? (WF-E)" ; +label variable ER17816 "D21 FIND JOB 1 (W-E)" ; +label variable ER17817 "D21 FIND JOB 2 (W-E)" ; +label variable ER17818 "D21 FIND JOB 3 (W-E)" ; +label variable ER17819 "D21 FIND JOB 4(W-E)" ; +label variable ER17820 "D21 FIND JOB 5 (W-E)" ; +label variable ER17821 "D21 FIND JOB 6 (W-E)" ; +label variable ER17822 "D21 FIND JOB 7 (W-E)" ; +label variable ER17823 "D21 DID NOTHING (W-E)" ; +label variable ER17824 "D23 YRS PRES EMP (W-E)" ; +label variable ER17825 "D23 MOS PRES EMP (W-E)" ; +label variable ER17826 "D23 WKS PRES EMP (W-E)" ; +label variable ER17827 "D24 MO BEG PRES EMP(W-E)" ; +label variable ER17828 "D24 YR BEG PRES EMP(W-E)" ; +label variable ER17829 "D25 BEG WRK PRES POS W-E" ; +label variable ER17830 "D26 MO BEG PRES POS(W-E)" ; +label variable ER17831 "D26 YR BEG PRES POS(W-E)" ; +label variable ER17832 "D27 CHGE POS (WF-E)" ; +label variable ER17833 "D28 MO CHGE POS (WF-E)" ; +label variable ER17834 "D29 TYPE OF CHGE (WF-E)" ; +label variable ER17835 "D30 MO BEG PRES POS (W-E" ; +label variable ER17836 "D30 YR BEG PRES POS(W-E)" ; +label variable ER17837 "D31 MO BEG PRES POS(W-E)" ; +label variable ER17838 "D31 YR BEG PRES POS(W-E)" ; +label variable ER17839 "D32 CHGE POS (WF-E)" ; +label variable ER17840 "D33 MO CHGE POS (WF-E)" ; +label variable ER17841 "D34 TYPE OF CHGE (WF-E)" ; +label variable ER17842 "D35-36 BEG OCCUPATION PRESENT EMP (WF-E)" ; +label variable ER17843 "D37 STARTING WAGE" ; +label variable ER17844 "D37 STARTING WAGE PER" ; +label variable ER17845 "D38 STARTING HR/WK" ; +label variable ER17846 "D39 PRES EMP JAN (W-E)" ; +label variable ER17847 "D39 PRES EMP FEB (W-E)" ; +label variable ER17848 "D39 PRES EMP MAR (W-E)" ; +label variable ER17849 "D39 PRES EMP APR (W-E)" ; +label variable ER17850 "D39 PRES EMP MAY (W-E)" ; +label variable ER17851 "D39 PRES EMP JUN (W-E)" ; +label variable ER17852 "D39 PRES EMP JUL (W-E)" ; +label variable ER17853 "D39 PRES EMP AUG (W-E)" ; +label variable ER17854 "D39 PRES EMP SEP (W-E)" ; +label variable ER17855 "D39 PRES EMP OCT (W-E)" ; +label variable ER17856 "D39 PRES EMP NOV (W-E)" ; +label variable ER17857 "D39 PRES EMP DEC (W-E)" ; +label variable ER17858 "D41-D41A OCCUPATION-OTHER EMP (WF-E)" ; +label variable ER17859 "D41B INDUSTRY-OTHER EMPLOYER (WF-E)" ; +label variable ER17860 "D42 OTR EMP JAN (W-E)" ; +label variable ER17861 "D42 OTR EMP FEB (W-E)" ; +label variable ER17862 "D42 OTR EMP MAR (W-E)" ; +label variable ER17863 "D42 OTR EMP APR (W-E)" ; +label variable ER17864 "D42 OTR EMP MAY (W-E)" ; +label variable ER17865 "D42 OTR EMP JUN (W-E)" ; +label variable ER17866 "D42 OTR EMP JUL (W-E)" ; +label variable ER17867 "D42 OTR EMP AUG (W-E)" ; +label variable ER17868 "D42 OTR EMP SEP (W-E)" ; +label variable ER17869 "D42 OTR EMP OCT (W-E)" ; +label variable ER17870 "D42 OTR EMP NOV (W-E)" ; +label variable ER17871 "D42 OTR EMP DEC (W-E)" ; +label variable ER17872 "D42A OVERLAP CODE" ; +label variable ER17873 "D43 WORK SELF/OTR?(WF-E)" ; +label variable ER17874 "D44 CORP/UNCORP BUS(W-E)" ; +label variable ER17875 "D45 WORK FOR GOVT?(WF-E)" ; +label variable ER17876 "D45A AMOUNT MADE (WF-E)" ; +label variable ER17877 "D45A AMOUNT MADE PER (WF-E)" ; +label variable ER17878 "D45B HOURS PER WEEK (WF-E)" ; +label variable ER17879 "D46 CHG POS OTR EMP(W-E)" ; +label variable ER17880 "D46A MO CHGE POS (WF-E)" ; +label variable ER17881 "D47 TYPE CHG OTR EMP W-E" ; +label variable ER17882 "D48 MO BEG OTR EMP(WF-E)" ; +label variable ER17883 "D48 YR BEG OTR EMP(WF-E)" ; +label variable ER17884 "D49-49A BEG OCCUPATION-OTHER EMP (WF-E)" ; +label variable ER17885 "D51 STARTING WAGE" ; +label variable ER17886 "D51 STARTING WAGE PER" ; +label variable ER17887 "D52 BEG HR/WK OTR EMP WF" ; +label variable ER17888 "D53 STOP WRK OTR EMP W-E" ; +label variable ER17889 "D54 MO END OTR EMP (W-E)" ; +label variable ER17890 "D54 YR END OTR EMP (W-E)" ; +label variable ER17891 "D55 WHY LEFT-OTHER EMP (WF-E)" ; +label variable ER17892 "D56 AMOUNT FINAL WAGES" ; +label variable ER17893 "D56 AMOUNT WAGES PER" ; +label variable ER17894 "D57A END HR/WK OTR EM WF" ; +label variable ER17895 "D60 WTR OTRS ILL (WF-E)" ; +label variable ER17896 "D61 DAYS OTHER SICK" ; +label variable ER17897 "ACCURACY OF DAYS OTRS SICK (WF-E)" ; +label variable ER17898 "D61 WEEKS OTHER SICK" ; +label variable ER17899 "ACCURACY OF WEEKS OTRS SICK (WF-E)" ; +label variable ER17900 "D61 MONTHS OTHER SICK" ; +label variable ER17901 "ACCURACY OF MONTHS OTRS SICK (WF-E)" ; +label variable ER17902 "D63 WTR SELF ILL (WF-E)" ; +label variable ER17903 "D64 DAYS SELF SICK" ; +label variable ER17904 "ACCURACY OF DAYS SELF ILL (WF-E)" ; +label variable ER17905 "D64 WEEKS SELF SICK" ; +label variable ER17906 "ACCURACY OF WEEKS SELF ILL (WF-E)" ; +label variable ER17907 "D64 MONTHS SELF SICK" ; +label variable ER17908 "ACCURACY OF MONTHS SELF ILL (WF-E)" ; +label variable ER17909 "D66 WTR VACATION (WF-E)" ; +label variable ER17910 "D67 DAYS VACATION" ; +label variable ER17911 "ACCURACY OF DAYS VACATION (WF-E)" ; +label variable ER17912 "D67 WEEKS VACATION" ; +label variable ER17913 "ACCURACY OF WEEKS VACATION (WF-E)" ; +label variable ER17914 "D67 MONTHS VACATION" ; +label variable ER17915 "ACCURACY OF MONTHS VACATION (WF-E)" ; +label variable ER17916 "D69 WTR STRIKE (WF-E)" ; +label variable ER17917 "D70 DAYS STRIKE" ; +label variable ER17918 "ACCURACY OF STRIKE DAYS (WF-E)" ; +label variable ER17919 "D70 WEEKS STRIKE" ; +label variable ER17920 "ACCURACY OF STRIKE WEEKS (WF-E)" ; +label variable ER17921 "D70 MONTHS STRIKE" ; +label variable ER17922 "ACCURACY OF STRIKE MONTHS (WF-E)" ; +label variable ER17923 "D72 WTR UNEMPLOYED(WF-E)" ; +label variable ER17924 "D73 DAYS UNEMPLOYED" ; +label variable ER17925 "ACCURACY OF DAYS UNEMPLOYED (WF-E)" ; +label variable ER17926 "D73 WEEKS UNEMPLOYED" ; +label variable ER17927 "ACCURACY OF WEEKS UNEMPLOYED (WF-E)" ; +label variable ER17928 "D73 MONTHS UNEMPLOYED" ; +label variable ER17929 "ACCURACY OF MONTHS UNEMPLOYED (WF-E)" ; +label variable ER17930 "D74A UNEMPLOYED JAN" ; +label variable ER17931 "D74A UNEMPLOYED FEB" ; +label variable ER17932 "D74A UNEMPLOYED MAR" ; +label variable ER17933 "D74A UNEMPLOYED APR" ; +label variable ER17934 "D74A UNEMPLOYED MAY" ; +label variable ER17935 "D74A UNEMPLOYED JUN" ; +label variable ER17936 "D74A UNEMPLOYED JUL" ; +label variable ER17937 "D74A UNEMPLOYED AUG" ; +label variable ER17938 "D74A UNEMPLOYED SEP" ; +label variable ER17939 "D74A UNEMPLOYED OCT" ; +label variable ER17940 "D74A UNEMPLOYED NOV" ; +label variable ER17941 "D74A UNEMPLOYED DEC" ; +label variable ER17942 "D75 WTR OUT LAB FRC(W-E)" ; +label variable ER17943 "D76 DAYS OUT OF LAB FORC" ; +label variable ER17944 "ACCURACY OF DAYS OUT OF LAB FORCE (WF-E)" ; +label variable ER17945 "D76 WEEKS OUT OF LAB FOR" ; +label variable ER17946 "ACCURACY OF WKS OUT OF LAB FORCE (WF-E)" ; +label variable ER17947 "D76 MONTHS OUT OF LAB FO" ; +label variable ER17948 "ACCURACY OF MOS OUT OF LAB FORCE (WF-E)" ; +label variable ER17949 "D77A OUT LABR FORC JAN" ; +label variable ER17950 "D77A OUT LABR FORC FEB" ; +label variable ER17951 "D77A OUT LABR FORC MAR" ; +label variable ER17952 "D77A OUT LABR FORC APR" ; +label variable ER17953 "D77A OUT LABR FORC MAY" ; +label variable ER17954 "D77A OUT LABR FORC JUN" ; +label variable ER17955 "D77A OUT LABR FORC JUL" ; +label variable ER17956 "D77A OUT LABR FORC AUG" ; +label variable ER17957 "D77A OUT LABR FORC SEP" ; +label variable ER17958 "D77A OUT LABR FORC OCT" ; +label variable ER17959 "D77A OUT LABR FORC NOV" ; +label variable ER17960 "D77A OUT LABR FORC DEC" ; +label variable ER17961 "D COMPUTED WKS WORKED" ; +label variable ER17962 "ACCURACY OF WKS WORKED (WF-E)" ; +label variable ER17963 "D79 # HR/WK WORKED (W-E)" ; +label variable ER17964 "ACCURACY OF HR/WK WORKED (WF-E)" ; +label variable ER17965 "D80 WTR WORKED OT (WF-E)" ; +label variable ER17966 "D81 HOURS OF OVERTIME" ; +label variable ER17967 "ACCURACY OF OVERTIME HOURS (WF-E)" ; +label variable ER17968 "D82 WTR XTRA JOBS (WF-E)" ; +label variable ER17969 "D83 WORK FOR GOVT?(WF-E)" ; +label variable ER17970 "D84-85 OCCUPATION-EXTRA JOB1 (WF-E)" ; +label variable ER17971 "D86 INDUSTRY-EXTRA JOB1 (WF-E)" ; +label variable ER17972 "D87 AMT MADE XTRA JOB1" ; +label variable ER17973 "D87 AMT MADE JOB1 PER" ; +label variable ER17974 "D88 # WKS XTRA JOB1(W-E)" ; +label variable ER17975 "ACCURACY OF XTRA JOB1 WKS (WF-E)" ; +label variable ER17976 "D89 HR/WK XTRA JOB1(W-E)" ; +label variable ER17977 "ACCURACY OF XJOB1 HR/WK (WF-E)" ; +label variable ER17978 "D90 MO BEG XTRA JOB1 W-E" ; +label variable ER17979 "D90 YR BEG XTRA JOB1 W-E" ; +label variable ER17980 "D91 WRK XJB1 JAN (W-E)" ; +label variable ER17981 "D91 WRK XJB1 FEB (W-E)" ; +label variable ER17982 "D91 WRK XJB1 MAR (W-E)" ; +label variable ER17983 "D91 WRK XJB1 APR (W-E)" ; +label variable ER17984 "D91 WRK XJB1 MAY (W-E)" ; +label variable ER17985 "D91 WRK XJB1 JUN (W-E)" ; +label variable ER17986 "D91 WRK XJB1 JUL (W-E)" ; +label variable ER17987 "D91 WRK XJB1 AUG (W-E)" ; +label variable ER17988 "D91 WRK XJB1 SEP (W-E)" ; +label variable ER17989 "D91 WRK XJB1 OCT (W-E)" ; +label variable ER17990 "D91 WRK XJB1 NOV (W-E)" ; +label variable ER17991 "D91 WRK XJB1 DEC (W-E)" ; +label variable ER17992 "D92 STOP WRK XJOB1 (W-E)" ; +label variable ER17993 "D93 MO END XJOB1 (WF-E)" ; +label variable ER17994 "D93 YR END XJOB1 (WF-E)" ; +label variable ER17995 "D94 WTR OTR XJOB (WF-E)" ; +label variable ER17996 "D95 WRK FOR GOV XJB2 W-E" ; +label variable ER17997 "D96-97 OCCUPATION-EXTRA JOB2 (WF-E)" ; +label variable ER17998 "D98 INDUSTRY-EXTRA JOB2 (WF-E)" ; +label variable ER17999 "D99 AMT MADE XTRA JOB2" ; +label variable ER18000 "D99 AMT MADE JOB2 PER" ; +label variable ER18001 "D100 #WKS XTRA JB2+(W-E)" ; +label variable ER18002 "ACCURACY OF XTRA JOB2 WKS (WF-E)" ; +label variable ER18003 "D101 AV HR/WK X JB2+ W-E" ; +label variable ER18004 "ACCURACY OF XJOB2 HR/WK (WF-E)" ; +label variable ER18005 "D102 MO BEG XJOB2 (W-E)" ; +label variable ER18006 "D102 YR BEG XJOB2 (W-E)" ; +label variable ER18007 "D103 WRK XJOB2 JAN W-E" ; +label variable ER18008 "D103 WRK XJOB2 FEB W-E" ; +label variable ER18009 "D103 WRK XJOB2 MAR W-E" ; +label variable ER18010 "D103 WRK XJOB2 APR W-E" ; +label variable ER18011 "D103 WRK XJOB2 MAY W-E" ; +label variable ER18012 "D103 WRK XJOB2 JUN W-E" ; +label variable ER18013 "D103 WRK XJOB2 JUL W-E" ; +label variable ER18014 "D103 WRK XJOB2 AUG W-E" ; +label variable ER18015 "D103 WRK XJOB2 SEP W-E" ; +label variable ER18016 "D103 WRK XJOB2 OCT W-E" ; +label variable ER18017 "D103 WRK XJOB2 NOV W-E" ; +label variable ER18018 "D103 WRK XJOB2 DEC W-E" ; +label variable ER18019 "D104 STOP WRK XJOB2 W-E" ; +label variable ER18020 "D105 MO END XJOB2 (WF-E)" ; +label variable ER18021 "D105 YR END XJOB2 (WF-E)" ; +label variable ER18022 "D110 WRK FOR GOV XJB3 WE" ; +label variable ER18023 "D110A OCCUPATION-EXTRA JOB3 (WF-E)" ; +label variable ER18024 "D110B INDUSTRY-EXTRA JOB3 (WF-E)" ; +label variable ER18025 "D111 AMT MADE XTRA JOB3" ; +label variable ER18026 "D111 AMT MADE JOB3 PER" ; +label variable ER18027 "D112 #WKS XTRA JOB3" ; +label variable ER18028 "ACCURACY OF XTRA JOB3 WKS (WF-E)" ; +label variable ER18029 "D113 HR/WK XTRA JOB3" ; +label variable ER18030 "ACCURACY OF XJOB3 HR/WK (WF-E)" ; +label variable ER18031 "D114 MO BEG XTRA JOB3" ; +label variable ER18032 "D114 YR BEG XTRA JOB3" ; +label variable ER18033 "MONTHS XTRA JOB3 JAN" ; +label variable ER18034 "MONTHS XTRA JOB3 FEB" ; +label variable ER18035 "MONTHS XTRA JOB3 MAR" ; +label variable ER18036 "MONTHS XTRA JOB3 APR" ; +label variable ER18037 "MONTHS XTRA JOB3 MAY" ; +label variable ER18038 "MONTHS XTRA JOB3 JUN" ; +label variable ER18039 "MONTHS XTRA JOB3 JUL" ; +label variable ER18040 "MONTHS XTRA JOB3 AUG" ; +label variable ER18041 "MONTHS XTRA JOB3 SEP" ; +label variable ER18042 "MONTHS XTRA JOB3 OCT" ; +label variable ER18043 "MONTHS XTRA JOB3 NOV" ; +label variable ER18044 "MONTHS XTRA JOB3 DEC" ; +label variable ER18045 "D116 STOP WRK XTRA JOB3" ; +label variable ER18046 "D117 MO END XTRA JOB3" ; +label variable ER18047 "D117 YR END XTRA JOB3" ; +label variable ER18048 "D119 WORK FOR GOVT? JOB4" ; +label variable ER18049 "D120 OCCUPATION-EXTRA JOB4 (WF-E)" ; +label variable ER18050 "D121 INDUSTRY-EXTRA JOB4 (WF-E)" ; +label variable ER18051 "D123 AMT MADE XTRA JOB4" ; +label variable ER18052 "D123 AMT MADE JOB4 PER" ; +label variable ER18053 "D124 #WKS XTRA JOB4" ; +label variable ER18054 "ACCURACY OF XTRA JOB4 WKS (WF-E)" ; +label variable ER18055 "D125 HR/WK XTRA JOB4" ; +label variable ER18056 "ACCURACY OF XJOB4 HR/WK (WF-E)" ; +label variable ER18057 "D126 MO BEG XTRA JOB4" ; +label variable ER18058 "D126 YR BEG XTRA JOB4" ; +label variable ER18059 "MONTHS XTRA JOB4 JAN" ; +label variable ER18060 "MONTHS XTRA JOB4 FEB" ; +label variable ER18061 "MONTHS XTRA JOB4 MAR" ; +label variable ER18062 "MONTHS XTRA JOB4 APR" ; +label variable ER18063 "MONTHS XTRA JOB4 MAY" ; +label variable ER18064 "MONTHS XTRA JOB4 JUN" ; +label variable ER18065 "MONTHS XTRA JOB4 JUL" ; +label variable ER18066 "MONTHS XTRA JOB4 AUG" ; +label variable ER18067 "MONTHS XTRA JOB4 SEP" ; +label variable ER18068 "MONTHS XTRA JOB4 OCT" ; +label variable ER18069 "MONTHS XTRA JOB4 NOV" ; +label variable ER18070 "MONTHS XTRA JOB4 DEC" ; +label variable ER18071 "D128 STOP WRK XTRA JOB4" ; +label variable ER18072 "D129 MO END XTRA JOB4" ; +label variable ER18073 "D129 YR END XTRA JOB4" ; +label variable ER18074 "E1 WTR LOOK FOR JOB(W-U)" ; +label variable ER18075 "E2 FIND JOB 1 (W-U)" ; +label variable ER18076 "E2 FIND JOB 2 (W-U)" ; +label variable ER18077 "E2 FIND JOB 3 (W-U)" ; +label variable ER18078 "E2 FIND JOB 4 (W-U)" ; +label variable ER18079 "E2 FIND JOB 5 (W-U)" ; +label variable ER18080 "E2 FIND JOB 6 (W-U)" ; +label variable ER18081 "E2 FIND JOB 7 (W-U)" ; +label variable ER18082 "E2 FIND JOB 8 (W-U)" ; +label variable ER18083 "E3 YRS LOOK WRK (W-U)" ; +label variable ER18084 "E3 MOS LOOK WRK (W-U)" ; +label variable ER18085 "E3 WKS LOOK WRK (W-U)" ; +label variable ER18086 "E4 EVER WORKED? (WF-U)" ; +label variable ER18087 "E5 MO LAST WORKED (WF-U)" ; +label variable ER18088 "E5 YR LAST WORKED (WF-U)" ; +label variable ER18089 "E6 WTR UNEMP (W-U)" ; +label variable ER18090 "E7 # WK UNEMP (W-U)" ; +label variable ER18091 "ACCURACY OF UNEMPLOYED WKS (WF-U)" ; +label variable ER18092 "E8 LOOKING FOR WORK JAN" ; +label variable ER18093 "E8 LOOKING FOR WORK FEB" ; +label variable ER18094 "E8 LOOKING FOR WORK MAR" ; +label variable ER18095 "E8 LOOKING FOR WORK APR" ; +label variable ER18096 "E8 LOOKING FOR WORK MAY" ; +label variable ER18097 "E8 LOOKING FOR WORK JUN" ; +label variable ER18098 "E8 LOOKING FOR WORK JUL" ; +label variable ER18099 "E8 LOOKING FOR WORK AUG" ; +label variable ER18100 "E8 LOOKING FOR WORK SEP" ; +label variable ER18101 "E8 LOOKING FOR WORK OCT" ; +label variable ER18102 "E8 LOOKING FOR WORK NOV" ; +label variable ER18103 "E8 LOOKING FOR WORK DEC" ; +label variable ER18104 "E9-10 OCCUPATION-LAST JOB (WF-U)" ; +label variable ER18105 "E11 INDUSTRY-LAST JOB (WF-U)" ; +label variable ER18106 "E12 WRK SELF/OTR? (WF-U)" ; +label variable ER18107 "E13 CORP/UNCORP BUS(W-U)" ; +label variable ER18108 "E14 WORK FOR GOVT? (W-U)" ; +label variable ER18109 "E15 WHY LAST JOB END (WF-U)" ; +label variable ER18110 "E16 MO BEG LAST EMP (W-U" ; +label variable ER18111 "E16 YR BEG LAST EMP (W-U" ; +label variable ER18112 "E17 BEG WK LAST POS(W-U)" ; +label variable ER18113 "E18 MO BEG LAST POS(W-U)" ; +label variable ER18114 "E18 YR BEG LAST POS(W-U)" ; +label variable ER18115 "E19 CHGE POS (WF-U)" ; +label variable ER18116 "E20 MO CHGE POS (WF-U)" ; +label variable ER18117 "E21 TYPE OF CHGE (WF-U)" ; +label variable ER18118 "E22 MO BEG LAST POS(W-U)" ; +label variable ER18119 "E22 YR BEG LAST POS(W-U)" ; +label variable ER18120 "E23 MO BEG LAST POS(W-U)" ; +label variable ER18121 "E23 YR BEG LAST POS(W-U)" ; +label variable ER18122 "E24 CHGE POS (WF-U)" ; +label variable ER18123 "E25 MO CHGE POS (WF-U)" ; +label variable ER18124 "E26 TYPE OF CHGE (WF-U)" ; +label variable ER18125 "E27-28 BEG OCCUPATION-LAST EMP (WF-U)" ; +label variable ER18126 "E29 STARTING WAGE" ; +label variable ER18127 "E29 STARTING WAGE PER" ; +label variable ER18128 "E30 HR/WK BEG LAST EMP W" ; +label variable ER18129 "E31 LAST EMP JAN (W-U)" ; +label variable ER18130 "E31 LAST EMP FEB (W-U)" ; +label variable ER18131 "E31 LAST EMP MAR (W-U)" ; +label variable ER18132 "E31 LAST EMP APR ( W-U)" ; +label variable ER18133 "E31 LAST EMP MAY (W-U)" ; +label variable ER18134 "E31 LAST EMP JUN (W-U)" ; +label variable ER18135 "E31 LAST EMP JUL (W-U)" ; +label variable ER18136 "E31 LAST EMP AUG (W-U)" ; +label variable ER18137 "E31 LAST EMP SEP ( W-U)" ; +label variable ER18138 "E31 LAST EMP OCT (W-U)" ; +label variable ER18139 "E31 LAST EMP NOV (W-U)" ; +label variable ER18140 "E31 LAST EMP DEC (W-U)" ; +label variable ER18141 "E33-E33A OCCUPATION-OTR EMPLOYER (WF-U)" ; +label variable ER18142 "E33B INDUSTRY-OTHER EMPLOYER (WF-U)" ; +label variable ER18143 "E34 OTR EMP JAN (W-U)" ; +label variable ER18144 "E34 OTR EMP FEB (W-U)" ; +label variable ER18145 "E34 OTR EMP MAR (W-U)" ; +label variable ER18146 "E34 OTR EMP APR (W-U)" ; +label variable ER18147 "E34 OTR EMP MAY (W-U)" ; +label variable ER18148 "E34 OTR EMP JUN (W-U)" ; +label variable ER18149 "E34 OTR EMP JUL (W-U)" ; +label variable ER18150 "E34 OTR EMP AUG (W-U)" ; +label variable ER18151 "E34 OTR EMP SEP (W-U)" ; +label variable ER18152 "E34 OTR EMP OCT (W-U)" ; +label variable ER18153 "E34 OTR EMP NOV (W-U)" ; +label variable ER18154 "E34 OTR EMP DEC (W-U)" ; +label variable ER18155 "E31/E34 OVERLAP" ; +label variable ER18156 "E35 WORK SELF/OTR?(WF-U)" ; +label variable ER18157 "E36 CORP/UNCORP BUS(W-U)" ; +label variable ER18158 "E37 WRK GOV-OTH EMP W-U" ; +label variable ER18159 "E37A AMT MADE THIS JOB" ; +label variable ER18160 "E37A AMT MADE PER" ; +label variable ER18161 "E37B # HR/WK WORKED W-U" ; +label variable ER18162 "E38 CHG POS OTR EMP(W-U)" ; +label variable ER18163 "E38A MO CHGE POS (WF-U)" ; +label variable ER18164 "E39 TYPE CHG OTR EMP W-U" ; +label variable ER18165 "E40 MO BEG OTR EMP(WF-U)" ; +label variable ER18166 "E40 YR BEG OTR EMP(WF-U)" ; +label variable ER18167 "E41-41A BEG OCCUPATION-OTR EMP (WF-U)" ; +label variable ER18168 "E43 STARTING WAGE" ; +label variable ER18169 "E43 STARTING WAGE PER" ; +label variable ER18170 "E44 BEG HR/WK OTR EMP WF" ; +label variable ER18171 "E45 STOP WRK OTR EMP W-U" ; +label variable ER18172 "E46 MO END OTR EMP(WF-U)" ; +label variable ER18173 "E46 YR END OTR EMP(WF-U)" ; +label variable ER18174 "E47 WHY LEFT-OTHER EMPLOYER (WF-U)" ; +label variable ER18175 "E48 FINAL SAL/WAGE AMT" ; +label variable ER18176 "E48 FINAL SAL/WAGE PER" ; +label variable ER18177 "E49A END HR/WK OTR EMP W" ; +label variable ER18178 "E52 WTR OTRS ILL (WF-U)" ; +label variable ER18179 "E53 DAYS OTHER SICK" ; +label variable ER18180 "ACCURACY OF DAYS OTRS SICK (WF-U)" ; +label variable ER18181 "E53 WEEKS OTHER SICK" ; +label variable ER18182 "ACCURACY OF WEEKS OTRS SICK (WF-U)" ; +label variable ER18183 "E53 MONTHS OTHER SICK" ; +label variable ER18184 "ACCURACY OF MONTHS OTRS SICK (WF-U)" ; +label variable ER18185 "E55 WTR SELF ILL (WF-U)" ; +label variable ER18186 "E56 DAYS SELF SICK" ; +label variable ER18187 "ACCURACY OF DAYS SELF ILL (WF-U)" ; +label variable ER18188 "E56 WEEKS SELF SICK" ; +label variable ER18189 "ACCURACY OF WEEKS SELF ILL (WF-U)" ; +label variable ER18190 "E56 MONTHS SELF SICK" ; +label variable ER18191 "ACCURACY OF MONTHS SELF ILL (WF-U)" ; +label variable ER18192 "E58 WTR VACATION (WF-U)" ; +label variable ER18193 "E59 DAYS VACATION" ; +label variable ER18194 "ACCURACY OF DAYS VACATION (WF-U)" ; +label variable ER18195 "E59 WEEKS VACATION" ; +label variable ER18196 "ACCURACY OF WEEKS VACATION (WF-U)" ; +label variable ER18197 "E59 MONTHS VACATION" ; +label variable ER18198 "ACCURACY OF MONTHS VACATION (WF-U)" ; +label variable ER18199 "E61 WTR ON STRIKE (WF-U)" ; +label variable ER18200 "E62 DAYS STRIKE" ; +label variable ER18201 "ACCURACY OF STRIKE DAYS (WF-U)" ; +label variable ER18202 "E62 WEEKS STRIKE" ; +label variable ER18203 "ACCURACY OF STRIKE WEEKS (WF-U)" ; +label variable ER18204 "E62 MONTHS STRIKE" ; +label variable ER18205 "ACCURACY OF STRIKE MONTHS (WF-U)" ; +label variable ER18206 "E64 WTR UNEMPLOYED (W-U)" ; +label variable ER18207 "E65 DAYS UNEMPLOYED" ; +label variable ER18208 "ACCURACY OF DAYS UNEMPLOYED (WF-U)" ; +label variable ER18209 "E65 WEEKS UNEMPLOYED" ; +label variable ER18210 "ACCURACY OF WEEKS UNEMPLOYED (WF-U)" ; +label variable ER18211 "E65 MONTHS UNEMPLOYED" ; +label variable ER18212 "ACCURACY OF MONTHS UNEMPLOYED (WF-U)" ; +label variable ER18213 "E66A UNEMPLOYED JAN" ; +label variable ER18214 "E66A UNEMPLOYED FEB" ; +label variable ER18215 "E66A UNEMPLOYED MAR" ; +label variable ER18216 "E66A UNEMPLOYED APR" ; +label variable ER18217 "E66A UNEMPLOYED MAY" ; +label variable ER18218 "E66A UNEMPLOYED JUN" ; +label variable ER18219 "E66A UNEMPLOYED JUL" ; +label variable ER18220 "E66A UNEMPLOYED AUG" ; +label variable ER18221 "E66A UNEMPLOYED SEP" ; +label variable ER18222 "E66A UNEMPLOYED OCT" ; +label variable ER18223 "E66A UNEMPLOYED NOV" ; +label variable ER18224 "E66A UNEMPLOYED DEC" ; +label variable ER18225 "E67 WTR OUT LAB FRC(W-U)" ; +label variable ER18226 "E68 DAYS OUT LABOR FORCE" ; +label variable ER18227 "ACCURACY OF DAYS OUT OF LAB FORCE (WF-U)" ; +label variable ER18228 "E68 WEEKS OUT LABOR FORC" ; +label variable ER18229 "ACCURACY OF WKS OUT OF LAB FORCE (WF-U)" ; +label variable ER18230 "E68 MONTHS OUT LABR FORC" ; +label variable ER18231 "ACCURACY OF MOS OUT OF LAB FORCE (WF-U)" ; +label variable ER18232 "E69A OUT LABOR FORCE JAN" ; +label variable ER18233 "E69A OUT LABOR FORCE FEB" ; +label variable ER18234 "E69A OUT LABOR FORCE MAR" ; +label variable ER18235 "E69A OUT LABOR FORCE APR" ; +label variable ER18236 "E69A OUT LABOR FORCE MAY" ; +label variable ER18237 "E69A OUT LABOR FORCE JUN" ; +label variable ER18238 "E69A OUT LABOR FORCE JUL" ; +label variable ER18239 "E69A OUT LABOR FORCE AUG" ; +label variable ER18240 "E69A OUT LABOR FORCE SEP" ; +label variable ER18241 "E69A OUT LABOR FORCE OCT" ; +label variable ER18242 "E69A OUT LABOR FORCE NOV" ; +label variable ER18243 "E69A OUT LABOR FORCE DEC" ; +label variable ER18244 "E70 WEEKS WORKED" ; +label variable ER18245 "ACCURACY OF WKS WORKED (WF-U)" ; +label variable ER18246 "E71 HR/WK WORKED (WF-U)" ; +label variable ER18247 "ACCURACY OF HR/WK WORKED (WF-U)" ; +label variable ER18248 "E72 WTR WORKED OT (WF-U)" ; +label variable ER18249 "E73 AMOUNT OVERTIME" ; +label variable ER18250 "ACCURACY OF OVERTIME HOURS (WF-U)" ; +label variable ER18251 "E74 WTR XTRA JOBS (WF-U)" ; +label variable ER18252 "E75 WORK FOR GOVT?(WF-U)" ; +label variable ER18253 "E76-76A OCCUPATION-EXTRA JOB1 (WF-U)" ; +label variable ER18254 "E77 INDUSTRY-EXTRA JOB1 (WF-U)" ; +label variable ER18255 "E79 AMT MADE XTRA JOB1" ; +label variable ER18256 "E79 AMT MADE JOB1 PER" ; +label variable ER18257 "E80 # WKS EXTRA JOB1 W-U" ; +label variable ER18258 "ACCURACY OF XTRA JOB1 WKS (WF-U)" ; +label variable ER18259 "E81 HR/WK XTRA JOB1(W-U)" ; +label variable ER18260 "ACCURACY OF XJOB1 HR/WK (WF-U)" ; +label variable ER18261 "E82 MO BEG XTRA JOB1 W-U" ; +label variable ER18262 "E82 YR BEG XTRA JOB1 W-U" ; +label variable ER18263 "E83 WRK XJOB1 JAN W-U" ; +label variable ER18264 "E83 WRK XJOB1 FEB W-U" ; +label variable ER18265 "E83 WRK XJOB1 MAR W-U" ; +label variable ER18266 "E83 WRK XJOB1 APR W-U" ; +label variable ER18267 "E83 WRK XJOB1 MAY W-U" ; +label variable ER18268 "E83 WRK XJOB1 JUN W-U" ; +label variable ER18269 "E83 WRK XJOB1 JUL W-U" ; +label variable ER18270 "E83 WRK XJOB1 AUG W-U" ; +label variable ER18271 "E83 WRK XJOB1 SEP W-U" ; +label variable ER18272 "E83 WRK XJOB1 OCT W-U" ; +label variable ER18273 "E83 WRK XJOB1 NOV W-U" ; +label variable ER18274 "E83 WRK XJOB1 DEC W-U" ; +label variable ER18275 "E84 STOP WORK XJOB1 W-U" ; +label variable ER18276 "E85 MO END XJOB1 (WF-U)" ; +label variable ER18277 "E85 YR END XJOB1 (WF-U)" ; +label variable ER18278 "E87 WRK FOR GOV XJB2 W-U" ; +label variable ER18279 "E88-89 OCCUPATION-EXTRA JOB2 (WF-U)" ; +label variable ER18280 "E90 INDUSTRY-EXTRA JOB2 (WF-U)" ; +label variable ER18281 "E91 AMT MADE XTRA JOB2" ; +label variable ER18282 "E91 AMT MADE JOB2 PER" ; +label variable ER18283 "E92 # WK XTRA JOB2+(W-U)" ; +label variable ER18284 "ACCURACY OF XTRA JOB2 WKS (WF-U)" ; +label variable ER18285 "E93 AV HR/WK X JB2+(W-U)" ; +label variable ER18286 "ACCURACY OF XJOB2 HR/WK (WF-U)" ; +label variable ER18287 "E94 MO BEG XJOB2 (W-U)" ; +label variable ER18288 "E94 YR BEG XJOB2 (W-U)" ; +label variable ER18289 "E95 WRK XJOB2 JAN W-U" ; +label variable ER18290 "E95 WRK XJOB2 FEB W-U" ; +label variable ER18291 "E95 WRK XJOB2 MAR W-U" ; +label variable ER18292 "E95 WRK X JOB2 APR W-U" ; +label variable ER18293 "E95 WRK XJOB2 MAY W-U" ; +label variable ER18294 "E95 WRK XJOB2 JUN W-U" ; +label variable ER18295 "E95 WRK XJOB2 JUL W-U" ; +label variable ER18296 "E95 WRK XJOB2 AUG W-U" ; +label variable ER18297 "E95 WRK X JOB2 SEP W-U" ; +label variable ER18298 "E95 WRK XJOB2 OCT W-U" ; +label variable ER18299 "E95 WRK XJOB2 NOV W-U" ; +label variable ER18300 "E95 WRK XJOB2 DEC W-U" ; +label variable ER18301 "E96 STOP WORK XJOB2 W-U" ; +label variable ER18302 "E97 MO END JOB2 (WF-U)" ; +label variable ER18303 "E97 YR END JOB2 (WF-U)" ; +label variable ER18304 "E99 WRK FOR GOV XJOB3 WU" ; +label variable ER18305 "E100 OCCUPATION-EXTRA JOB3 (WF-U)" ; +label variable ER18306 "E101 INDUSTRY-EXTRA JOB3 (WF-U)" ; +label variable ER18307 "E103 AMT MADE XTRA JOB3" ; +label variable ER18308 "E103 AMT MADE JOB3 PER" ; +label variable ER18309 "E104 #WEEKS XTRA JOB3" ; +label variable ER18310 "ACCURACY OF XTRA JOB3 WKS (WF-U)" ; +label variable ER18311 "E105 HRS/WK XTRA JOB3" ; +label variable ER18312 "ACCURACY OF XJOB3 HR/WK (WF-U)" ; +label variable ER18313 "E106 MO BEG XTRA JOB3" ; +label variable ER18314 "E106 YR BEG XTRA JOB3" ; +label variable ER18315 "E107 EXTRA JOB3 JAN" ; +label variable ER18316 "E107 EXTRA JOB3 FEB" ; +label variable ER18317 "E107 EXTRA JOB3 MAR" ; +label variable ER18318 "E107 EXTRA JOB3 APR" ; +label variable ER18319 "E107 EXTRA JOB3 MAY" ; +label variable ER18320 "E107 EXTRA JOB3 JUN" ; +label variable ER18321 "E107 EXTRA JOB3 JUL" ; +label variable ER18322 "E107 EXTRA JOB3 AUG" ; +label variable ER18323 "E107 EXTRA JOB3 SEP" ; +label variable ER18324 "E107 EXTRA JOB3 OCT" ; +label variable ER18325 "E107 EXTRA JOB3 NOV" ; +label variable ER18326 "E107 EXTRA JOB3 DEC" ; +label variable ER18327 "E108 STOP WRK XTRA JOB3" ; +label variable ER18328 "E109 MO END XTRA JOB3" ; +label variable ER18329 "E109 YR END XTRA JOB3" ; +label variable ER18330 "E114 WRK FOR GOV XJB4 WU" ; +label variable ER18331 "E114A OCCUPATION-EXTRA JOB4 (WF-U)" ; +label variable ER18332 "E114B INDUSTRY-EXTRA JOB4 (WF-U)" ; +label variable ER18333 "E115 AMT MADE XTRA JOB4" ; +label variable ER18334 "E115 AMT MADE JOB4 PER" ; +label variable ER18335 "E116 #WEEKS XTRA JOB4" ; +label variable ER18336 "ACCURACY OF XTRA JOB4 WKS (WF-U)" ; +label variable ER18337 "E117 HRS/WK XTRA JOB4" ; +label variable ER18338 "ACCURACY OF XJOB4 HR/WK (WF-U)" ; +label variable ER18339 "E118 MO BEG XTRA JOB4" ; +label variable ER18340 "E118 YR BEG XTRA JOB4" ; +label variable ER18341 "E119 EXTRA JOB4 JAN" ; +label variable ER18342 "E119 EXTRA JOB4 FEB" ; +label variable ER18343 "E119 EXTRA JOB4 MAR" ; +label variable ER18344 "E119 EXTRA JOB4 APR" ; +label variable ER18345 "E119 EXTRA JOB4 MAY" ; +label variable ER18346 "E119 EXTRA JOB4 JUN" ; +label variable ER18347 "E119 EXTRA JOB4 JUL" ; +label variable ER18348 "E119 EXTRA JOB4 AUG" ; +label variable ER18349 "E119 EXTRA JOB4 SEP" ; +label variable ER18350 "E119 EXTRA JOB4 OCT" ; +label variable ER18351 "E119 EXTRA JOB4 NOV" ; +label variable ER18352 "E119 EXTRA JOB4 DEC" ; +label variable ER18353 "E120 STOP WRK XTRA JOB4" ; +label variable ER18354 "E121 MO END XTRA JOB4" ; +label variable ER18355 "E121 YR END XTRA JOB4" ; +label variable ER18356 "F1 CKPT:TYPE HD+WF" ; +label variable ER18357 "F2 HOUSEWORK HRS-WIFE" ; +label variable ER18358 "ACCURACY OF WF HOUSEWORK HRS" ; +label variable ER18359 "F3 HOUSEWORK HOURS-HEAD" ; +label variable ER18360 "ACCURACY OF HD HOUSEWORK HRS" ; +label variable ER18361 "F5 FAM TOGETHR MAIN MEAL" ; +label variable ER18362 "F7 COST CHILD CARE LAST YEAR" ; +label variable ER18363 "F7A WTR CHILD IN DAY CARE CNTR PREV YR" ; +label variable ER18364 "F7B WTR MEALS/SNACKS PROVIDED TO CHILD" ; +label variable ER18365 "F7C WTR DAY CARE IN CHILD/ADULT FOOD PGM" ; +label variable ER18366 "F7D WTR ADULT IN ADULT DAY CARE PREV YR" ; +label variable ER18367 "F7E WTR MEALS/SNACKS PROVIDED TO ADULT" ; +label variable ER18368 "F7F WTR CENTER IN CHILD/ADULT FOOD PGM" ; +label variable ER18369 "F7G AMT PAID FOR ADULT DAY CARE" ; +label variable ER18370 "F8 WTR USED FOOD STAMPS 2 YRS AGO" ; +label variable ER18371 "F9 VALUE OF FOOD STAMPS 2 YRS AGO" ; +label variable ER18372 "F9 TIME UNIT-VALUE FOOD STAMPS 2 YRS AGO" ; +label variable ER18373 "ACCURACY OF FOOD STAMPS 2 YEARS AGO" ; +label variable ER18374 "F10 WTR RECVD FOOD STAMPS JAN 2 YRS AGO" ; +label variable ER18375 "F10 WTR RECVD FOOD STAMPS FEB 2 YRS AGO" ; +label variable ER18376 "F10 WTR RECVD FOOD STAMPS MAR 2 YRS AGO" ; +label variable ER18377 "F10 WTR RECVD FOOD STAMPS APR 2 YRS AGO" ; +label variable ER18378 "F10 WTR RECVD FOOD STAMPS MAY 2 YRS AGO" ; +label variable ER18379 "F10 WTR RECVD FOOD STAMPS JUN 2 YRS AGO" ; +label variable ER18380 "F10 WTR RECVD FOOD STAMPS JUL 2 YRS AGO" ; +label variable ER18381 "F10 WTR RECVD FOOD STAMPS AUG 2 YRS AGO" ; +label variable ER18382 "F10 WTR RECVD FOOD STAMPS SEP 2 YRS AGO" ; +label variable ER18383 "F10 WTR RECVD FOOD STAMPS OCT 2 YRS AGO" ; +label variable ER18384 "F10 WTR RECVD FOOD STAMPS NOV 2 YRS AGO" ; +label variable ER18385 "F10 WTR RECVD FOOD STAMPS DEC 2 YRS AGO" ; +label variable ER18386 "F11 WTR RECEIVED FOOD STAMPS LAST YEAR" ; +label variable ER18387 "F12 VALUE OF FOOD STAMPS LAST YEAR" ; +label variable ER18388 "F12 TIME UNIT-VALUE FOOD STAMPS LAST YR" ; +label variable ER18389 "ACCURACY OF FOOD STAMPS LAST YEAR" ; +label variable ER18390 "F13 WTR RECVD FOOD STAMPS JAN LAST YEAR" ; +label variable ER18391 "F13 WTR RECVD FOOD STAMPS FEB LAST YEAR" ; +label variable ER18392 "F13 WTR RECVD FOOD STAMPS MAR LAST YEAR" ; +label variable ER18393 "F13 WTR RECVD FOOD STAMPS APR LAST YEAR" ; +label variable ER18394 "F13 WTR RECVD FOOD STAMPS MAY LAST YEAR" ; +label variable ER18395 "F13 WTR RECVD FOOD STAMPS JUN LAST YEAR" ; +label variable ER18396 "F13 WTR RECVD FOOD STAMPS JUL LAST YEAR" ; +label variable ER18397 "F13 WTR RECVD FOOD STAMPS AUG LAST YEAR" ; +label variable ER18398 "F13 WTR RECVD FOOD STAMPS SEP LAST YEAR" ; +label variable ER18399 "F13 WTR RECVD FOOD STAMPS OCT LAST YEAR" ; +label variable ER18400 "F13 WTR RECVD FOOD STAMPS NOV LAST YEAR" ; +label variable ER18401 "F13 WTR RECVD FOOD STAMPS DEC LAST YEAR" ; +label variable ER18402 "F14 WTR RECEIVED FOOD STAMPS THIS YEAR" ; +label variable ER18403 "F14A WTR RECVD FOOD STAMPS JAN THIS YEAR" ; +label variable ER18404 "F14A WTR RECVD FOOD STAMPS FEB THIS YEAR" ; +label variable ER18405 "F14A WTR RECVD FOOD STAMPS MAR THIS YEAR" ; +label variable ER18406 "F14A WTR RECVD FOOD STAMPS APR THIS YEAR" ; +label variable ER18407 "F14A WTR RECVD FOOD STAMPS MAY THIS YEAR" ; +label variable ER18408 "F14A WTR RECVD FOOD STAMPS JUN THIS YEAR" ; +label variable ER18409 "F14A WTR RECVD FOOD STAMPS JUL THIS YEAR" ; +label variable ER18410 "F14A WTR RECVD FOOD STAMPS AUG THIS YEAR" ; +label variable ER18411 "F14A WTR RECVD FOOD STAMPS SEP THIS YEAR" ; +label variable ER18412 "F14A WTR RECVD FOOD STAMPS OCT THIS YEAR" ; +label variable ER18413 "F14A WTR RECVD FOOD STAMPS NOV THIS YEAR" ; +label variable ER18414 "F14A WTR RECVD FOOD STAMPS DEC THIS YEAR" ; +label variable ER18415 "F14B WTR REC PAPER STMPS/PLASTIC EBT CRD" ; +label variable ER18416 "F15 # FU MEMBERS RECEIVED FOOD STAMPS" ; +label variable ER18417 "F16 VALUE OF FOOD STAMPS RECD THIS YR" ; +label variable ER18418 "F16 VALUE OF FOOD STAMPS PER" ; +label variable ER18419 "ACCURACY OF FOOD STAMPS THIS YEAR" ; +label variable ER18420 "F17 WTR BUY FOOD TO USE AT HOME" ; +label variable ER18421 "F18 REPORTED COST OF FOOD AT HOME" ; +label variable ER18422 "F18 COST OF FOOD AT HOME PER" ; +label variable ER18423 "ACCURACY OF FOOD AT HOME-RECD FD STAMPS" ; +label variable ER18424 "F19 WTR FOOD DELIVERED TO HOME" ; +label variable ER18425 "F20 COST OF DELIVERED FOOD" ; +label variable ER18426 "F20 COST OF DELIVERED FOOD PER" ; +label variable ER18427 "ACCURACY OF DELIVERD FOOD-RECD FD STAMPS" ; +label variable ER18428 "F21 COST OF FOOD EATEN OUT" ; +label variable ER18429 "F21 COST OF FOOD EATEN OUT PER" ; +label variable ER18430 "ACCURACY OF FOOD EATN OUT-RECD FD STAMPS" ; +label variable ER18431 "F22 REPORTED COST OF FOOD AT HOME" ; +label variable ER18432 "F22 COST OF FOOD AT HOME PER" ; +label variable ER18433 "ACCURACY OF FOOD AT HOME-NO FD STAMPS" ; +label variable ER18434 "F23 WTR FOOD DELIVERED TO HOME" ; +label variable ER18435 "F24 COST OF DELIVERED FOOD" ; +label variable ER18436 "F24 COST OF DELIVERED FOOD PER" ; +label variable ER18437 "ACCURACY OF DELIVERED FOOD-NO FD STAMPS" ; +label variable ER18438 "F25 COST OF FOOD EATEN OUT" ; +label variable ER18439 "F25 COST OF FOOD EATEN OUT PER" ; +label variable ER18440 "ACCURACY OF FOOD EATEN OUT-NO FD STAMPS" ; +label variable ER18441 "F26 WTR ENOUGH FOOD AND KIND WANTED" ; +label variable ER18442 "F27A NOT ENOUGH MONEY FOR FOOD" ; +label variable ER18443 "F27B UNABLE TO GET TO STORE" ; +label variable ER18444 "F27C WAS ON A DIET" ; +label variable ER18445 "F27D HEALTH PROBS INTERFERE" ; +label variable ER18446 "F27E STOVE/REFRIG NOT WORKING" ; +label variable ER18447 "F28A WTR WORRY FOOD RUN OUT AND NO MONEY" ; +label variable ER18448 "F28B WTR FOOD GONE AND NO MONEY FOR MORE" ; +label variable ER18449 "F28C WTR CANNOT AFFORD BALANCED MEALS" ; +label variable ER18450 "F29 CKPT: WTR MONEY FOR FOOD A PROBLEM" ; +label variable ER18451 "F30 WTR NO MONEY SO CUT SIZE/SKIP MEAL" ; +label variable ER18452 "F30A FREQUENCY CUT SIZE/SKIP MEALS" ; +label variable ER18453 "F31 WTR ATE LESS THAN SHOULD" ; +label variable ER18454 "F32 HUNGRY BUT NOT AFFORD MORE FOOD" ; +label variable ER18455 "F33 WTR LOST WEIGHT" ; +label variable ER18456 "F34 WTR DID NOT EAT FOR WHOLE DAY" ; +label variable ER18457 "F34A FREQUENCY NOT EAT WHOLE DAY" ; +label variable ER18458 "F35 WTR GOT EMERGENCY FOOD" ; +label variable ER18459 "F36 FREQUENCY GOT EMERGENCY FOOD" ; +label variable ER18460 "F37 WTR ATE AT SOUP KITCHEN" ; +label variable ER18461 "F38 CKPT: WTR CHILD < 18 IN FU LAST YR" ; +label variable ER18462 "F39A MONEY LOW SO CHEAP FOOD TO CHILD" ; +label variable ER18463 "F39B NOT AFFORD BALANCED MEALS FOR CHILD" ; +label variable ER18464 "F39C NOT AFFORD ENOUGH FOOD FOR CHILD" ; +label variable ER18465 "F40 CKPT: WTR FOOD PROBLEMS" ; +label variable ER18466 "F41 MONEY LOW SO CUT SIZE OF CHILD MEALS" ; +label variable ER18467 "F42 WTR MONEY LOW SO CHILD SKIP MEAL" ; +label variable ER18468 "F42A FREQUENCY CHILD SKIP MEAL" ; +label variable ER18469 "F43 CHLD HUNGRY BUT NOT AFFORD MORE FOOD" ; +label variable ER18470 "F44 WTR CHILD NOT EAT FOR A WHOLE DAY" ; +label variable ER18471 "F45 CKPT: WTR DIFFICULTY GET ENOUGH FOOD" ; +label variable ER18472 "F46 DIFFICULT GET ENUF FOOD JAN LAST YR" ; +label variable ER18473 "F46 DIFFICULT GET ENUF FOOD FEB LAST YR" ; +label variable ER18474 "F46 DIFFICULT GET ENUF FOOD MAR LAST YR" ; +label variable ER18475 "F46 DIFFICULT GET ENUF FOOD APR LAST YR" ; +label variable ER18476 "F46 DIFFICULT GET ENUF FOOD MAY LAST YR" ; +label variable ER18477 "F46 DIFFICULT GET ENUF FOOD JUN LAST YR" ; +label variable ER18478 "F46 DIFFICULT GET ENUF FOOD JUL LAST YR" ; +label variable ER18479 "F46 DIFFICULT GET ENUF FOOD AUG LAST YR" ; +label variable ER18480 "F46 DIFFICULT GET ENUF FOOD SEP LAST YR" ; +label variable ER18481 "F46 DIFFICULT GET ENUF FOOD OCT LAST YR" ; +label variable ER18482 "F46 DIFFICULT GET ENUF FOOD NOV LAST YR" ; +label variable ER18483 "F46 DIFFICULT GET ENUF FOOD DEC LAST YR" ; +label variable ER18484 "G1A WHETHER HEAD FARMER" ; +label variable ER18485 "G2 TOTAL FARM RECEIPTS" ; +label variable ER18486 "G3 PYR FARM EXPENSES" ; +label variable ER18487 "G4 PYR NET FARM INCOME" ; +label variable ER18488 "ACCURACY OF FARM INCOME" ; +label variable ER18489 "G5 WHETHER BUSINESS" ; +label variable ER18490 "G7A 2-DIGIT INDUSTRY-BUS 1" ; +label variable ER18491 "G8 HEAD OWN BUSINESS 1?" ; +label variable ER18492 "G8 WIFE OWN BUSINESS 1?" ; +label variable ER18493 "G8OTR RELATIVE OWN BUS1?" ; +label variable ER18494 "G8OTHER PERSON OWN BUS1?" ; +label variable ER18495 "HEAD WORK IN BUSINESS 1" ; +label variable ER18496 "HEAD REPORT HRS BUSNS 1" ; +label variable ER18497 "WIFE WORK IN BUSINESS 1" ; +label variable ER18498 "WIFE REPORT HRS BUSNS 1" ; +label variable ER18499 "G10 CORP/UNINCORP BUS1" ; +label variable ER18500 "G11PROFIT/LOSS/EVEN BUS1" ; +label variable ER18501 "G11A PROFIT BUSINESS 1" ; +label variable ER18502 "G11B LOSS BUSINESS1" ; +label variable ER18503 "ACCURACY OF BUSINESS1 PROFIT/LOSS" ; +label variable ER18504 "G7A 2-DIGIT INDUSTRY-BUS 2" ; +label variable ER18505 "G8 HEAD OWN BUSINESS 2?" ; +label variable ER18506 "G8 WIFE OWN BUSINESS 2?" ; +label variable ER18507 "G8OTR RELATIVE OWN BUS2?" ; +label variable ER18508 "G8OTHER PERSON OWN BUS2?" ; +label variable ER18509 "HEAD WORK IN BUSINESS 2" ; +label variable ER18510 "HEAD REPORT HRS BUSNS 2" ; +label variable ER18511 "WIFE WORK IN BUSINESS 2" ; +label variable ER18512 "WIFE REPORT HRS BUSNS 2" ; +label variable ER18513 "G10 CORP/UNINCORP BUS2" ; +label variable ER18514 "G11PROFIT/LOSS/EVEN BUS2" ; +label variable ER18515 "G11A PROFIT BUSINESS 2" ; +label variable ER18516 "G11B LOSS BUSINESS2" ; +label variable ER18517 "ACCURACY OF BUSINESS2 PROFIT/LOSS" ; +label variable ER18518 "G7A 2-DIGIT INDUSTRY-BUS 3" ; +label variable ER18519 "G8 HEAD OWN BUSINESS 3?" ; +label variable ER18520 "G8 WIFE OWN BUSINESS 3?" ; +label variable ER18521 "G8OTR RELATIVE OWN BUS3?" ; +label variable ER18522 "G8OTHER PERSON OWN BUS3?" ; +label variable ER18523 "HEAD WORK IN BUSINESS 3" ; +label variable ER18524 "HEAD REPORT HRS BUSNS 3" ; +label variable ER18525 "WIFE WORK IN BUSINESS 3" ; +label variable ER18526 "WIFE REPORT HRS BUSNS 3" ; +label variable ER18527 "G10 CORP/UNINCORP BUS3" ; +label variable ER18528 "G11PROFIT/LOSS/EVEN BUS3" ; +label variable ER18529 "G11A PROFIT BUSINESS 3" ; +label variable ER18530 "G11B LOSS BUSINESS3" ; +label variable ER18531 "ACCURACY OF BUSINESS3 PROFIT/LOSS" ; +label variable ER18532 "G7A 2-DIGIT INDUSTRY-BUS 4" ; +label variable ER18533 "G8 HEAD OWN BUSINESS 4?" ; +label variable ER18534 "G8 WIFE OWN BUSINESS 4?" ; +label variable ER18535 "G8OTR RELATIVE OWN BUS4?" ; +label variable ER18536 "G8OTHER PERSON OWN BUS4?" ; +label variable ER18537 "HEAD WORK IN BUSINESS 4" ; +label variable ER18538 "HEAD REPORT HRS BUSNS 4" ; +label variable ER18539 "WIFE WORK IN BUSINESS 4" ; +label variable ER18540 "WIFE REPORT HRS BUSNS 4" ; +label variable ER18541 "G10 CORP/UNINCORP BUS4" ; +label variable ER18542 "G11PROFIT/LOSS/EVEN BUS4" ; +label variable ER18543 "G11A PROFIT BUSINESS 4" ; +label variable ER18544 "G11B LOSS BUSINESS4" ; +label variable ER18545 "ACCURACY OF BUSINESS4 PROFIT/LOSS" ; +label variable ER18546 "G7A 2-DIGIT INDUSTRY-BUS 5" ; +label variable ER18547 "G8 HEAD OWN BUSINESS 5?" ; +label variable ER18548 "G8 WIFE OWN BUSINESS 5?" ; +label variable ER18549 "G8OTR RELATIVE OWN BUS5?" ; +label variable ER18550 "G8OTHER PERSON OWN BUS5?" ; +label variable ER18551 "HEAD WORK IN BUSINESS 5" ; +label variable ER18552 "HEAD REPORT HRS BUSNS 5" ; +label variable ER18553 "WIFE WORK IN BUSINESS 5" ; +label variable ER18554 "WIFE REPORT HRS BUSNS 5" ; +label variable ER18555 "G10 CORP/UNINCORP BUS5" ; +label variable ER18556 "G11PROFIT/LOSS/EVEN BUS5" ; +label variable ER18557 "G11A PROFIT BUSINESS 5" ; +label variable ER18558 "G11B LOSS BUSINESS5" ; +label variable ER18559 "ACCURACY OF BUSINESS5 PROFIT/LOSS" ; +label variable ER18560 "G12 HEAD HAVE WAGES" ; +label variable ER18561 "G13 WAGES/SALARY OF HEAD" ; +label variable ER18562 "ACCURACY OF WAGES/SALARY-HEAD" ; +label variable ER18563 "G14/16 HD BONUS/OT/COMM" ; +label variable ER18564 "HEAD HAVE BONUS" ; +label variable ER18565 "AMT HEAD BONUS" ; +label variable ER18566 "ACCURACY OF BONUS-HEAD" ; +label variable ER18567 "HEAD HAVE OVERTIME" ; +label variable ER18568 "AMT HEAD OVERTIME" ; +label variable ER18569 "ACCURACY OF OVERTIME-HEAD" ; +label variable ER18570 "HEAD HAVE TIPS" ; +label variable ER18571 "AMT HEAD TIPS" ; +label variable ER18572 "ACCURACY OF TIPS-HEAD" ; +label variable ER18573 "HEAD HAVE COMMISSION" ; +label variable ER18574 "AMT HEAD COMMISSION" ; +label variable ER18575 "ACCURACY OF COMMISSION-HEAD" ; +label variable ER18576 "HEAD HAVE OTHER" ; +label variable ER18577 "AMT HEAD OTHER" ; +label variable ER18578 "ACCURACY OF OTHER LABOR Y-HEAD" ; +label variable ER18579 "WTR HEAD PROF PRACT" ; +label variable ER18580 "AMT PROF PRACTICE OF HD" ; +label variable ER18581 "AMT PROF PRACTICE PER" ; +label variable ER18582 "ACCURACY OF PROF PRACTICE-HEAD" ; +label variable ER18583 "PROF/TRADE INCOME H JAN" ; +label variable ER18584 "PROF/TRADE INCOME H FEB" ; +label variable ER18585 "PROF/TRADE INCOME H MAR" ; +label variable ER18586 "PROF/TRADE INCOME H APR" ; +label variable ER18587 "PROF/TRADE INCOME H MAY" ; +label variable ER18588 "PROF/TRADE INCOME H JUN" ; +label variable ER18589 "PROF/TRADE INCOME H JUL" ; +label variable ER18590 "PROF/TRADE INCOME H AUG" ; +label variable ER18591 "PROF/TRADE INCOME H SEP" ; +label variable ER18592 "PROF/TRADE INCOME H OCT" ; +label variable ER18593 "PROF/TRADE INCOME H NOV" ; +label variable ER18594 "PROF/TRADE INCOME H DEC" ; +label variable ER18595 "WORK HRS FOR PROF PRAC" ; +label variable ER18596 "WTR HEAD MKT GDNING" ; +label variable ER18597 "AMT MKT GARDENING OF HD" ; +label variable ER18598 "AMT MKT GARDENING PER" ; +label variable ER18599 "ACCURACY OF MKT GARDENING-HEAD" ; +label variable ER18600 "GARDEN/FARM INCOME H JAN" ; +label variable ER18601 "GARDEN/FARM INCOME H FEB" ; +label variable ER18602 "GARDEN/FARM INCOME H MAR" ; +label variable ER18603 "GARDEN/FARM INCOME H APR" ; +label variable ER18604 "GARDEN/FARM INCOME H MAY" ; +label variable ER18605 "GARDEN/FARM INCOME H JUN" ; +label variable ER18606 "GARDEN/FARM INCOME H JUL" ; +label variable ER18607 "GARDEN/FARM INCOME H AUG" ; +label variable ER18608 "GARDEN/FARM INCOME H SEP" ; +label variable ER18609 "GARDEN/FARM INCOME H OCT" ; +label variable ER18610 "GARDEN/FARM INCOME H NOV" ; +label variable ER18611 "GARDEN/FARM INCOME H DEC" ; +label variable ER18612 "WORK HRS FOR MKT GRDNG" ; +label variable ER18613 "WTR HEAD ROOMERS" ; +label variable ER18614 "AMT ROOMERS/BOARDERS HD" ; +label variable ER18615 "AMT ROOMERS/BOARDERS PER" ; +label variable ER18616 "ACCURACY OF ROOMERS/BOARDERS-HEAD" ; +label variable ER18617 "ROOM/BORD INCOME H JAN" ; +label variable ER18618 "ROOM/BORD INCOME H FEB" ; +label variable ER18619 "ROOM/BORD INCOME H MAR" ; +label variable ER18620 "ROOM/BORD INCOME H APR" ; +label variable ER18621 "ROOM/BORD INCOME H MAY" ; +label variable ER18622 "ROOM/BORD INCOME H JUN" ; +label variable ER18623 "ROOM/BORD INCOME H JUL" ; +label variable ER18624 "ROOM/BORD INCOME H AUG" ; +label variable ER18625 "ROOM/BORD INCOME H SEP" ; +label variable ER18626 "ROOM/BORD INCOME H OCT" ; +label variable ER18627 "ROOM/BORD INCOME H NOV" ; +label variable ER18628 "ROOM/BORD INCOME H DEC" ; +label variable ER18629 "WORK HRS FOR ROOMERS" ; +label variable ER18630 "INCL EARNINGS XTRA JOB" ; +label variable ER18631 "AMT FROM XTRA JOBS" ; +label variable ER18632 "ACCURACY OF XTRA JOB INCOME-HEAD" ; +label variable ER18633 "WHETHER RENT HEAD" ; +label variable ER18634 "RENT OF HEAD" ; +label variable ER18635 "RENT OF HEAD PER" ; +label variable ER18636 "ACCURACY OF RENT-HEAD" ; +label variable ER18637 "RENT INCOME HEAD JAN" ; +label variable ER18638 "RENT INCOME HEAD FEB" ; +label variable ER18639 "RENT INCOME HEAD MAR" ; +label variable ER18640 "RENT INCOME HEAD APR" ; +label variable ER18641 "RENT INCOME HEAD MAY" ; +label variable ER18642 "RENT INCOME HEAD JUN" ; +label variable ER18643 "RENT INCOME HEAD JUL" ; +label variable ER18644 "RENT INCOME HEAD AUG" ; +label variable ER18645 "RENT INCOME HEAD SEP" ; +label variable ER18646 "RENT INCOME HEAD OCT" ; +label variable ER18647 "RENT INCOME HEAD NOV" ; +label variable ER18648 "RENT INCOME HEAD DEC" ; +label variable ER18649 "WHETHER DIVIDENDS HEAD" ; +label variable ER18650 "DIVIDENDS OF HEAD" ; +label variable ER18651 "DIVIDENDS OF HEAD PER" ; +label variable ER18652 "ACCURACY OF DIVIDENDS-HEAD" ; +label variable ER18653 "DIVIDEND INCOME HEAD JAN" ; +label variable ER18654 "DIVIDEND INCOME HEAD FEB" ; +label variable ER18655 "DIVIDEND INCOME HEAD MAR" ; +label variable ER18656 "DIVIDEND INCOME HEAD APR" ; +label variable ER18657 "DIVIDEND INCOME HEAD MAY" ; +label variable ER18658 "DIVIDEND INCOME HEAD JUN" ; +label variable ER18659 "DIVIDEND INCOME HEAD JUL" ; +label variable ER18660 "DIVIDEND INCOME HEAD AUG" ; +label variable ER18661 "DIVIDEND INCOME HEAD SEP" ; +label variable ER18662 "DIVIDEND INCOME HEAD OCT" ; +label variable ER18663 "DIVIDEND INCOME HEAD NOV" ; +label variable ER18664 "DIVIDEND INCOME HEAD DEC" ; +label variable ER18665 "WHETHER INTEREST HEAD" ; +label variable ER18666 "INTEREST OF HEAD" ; +label variable ER18667 "INTEREST OF HEAD PER" ; +label variable ER18668 "ACCURACY OF INTEREST-HEAD" ; +label variable ER18669 "INTEREST INCOME HEAD JAN" ; +label variable ER18670 "INTEREST INCOME HEAD FEB" ; +label variable ER18671 "INTEREST INCOME HEAD MAR" ; +label variable ER18672 "INTEREST INCOME HEAD APR" ; +label variable ER18673 "INTEREST INCOME HEAD MAY" ; +label variable ER18674 "INTEREST INCOME HEAD JUN" ; +label variable ER18675 "INTEREST INCOME HEAD JUL" ; +label variable ER18676 "INTEREST INCOME HEAD AUG" ; +label variable ER18677 "INTEREST INCOME HEAD SEP" ; +label variable ER18678 "INTEREST INCOME HEAD OCT" ; +label variable ER18679 "INTEREST INCOME HEAD NOV" ; +label variable ER18680 "INTEREST INCOME HEAD DEC" ; +label variable ER18681 "WHETHER TRUST FUND HEAD" ; +label variable ER18682 "TRUST FUND OF HEAD" ; +label variable ER18683 "TRUST FUND OF HEAD PER" ; +label variable ER18684 "ACCURACY OF TRUST FUND-HEAD" ; +label variable ER18685 "TRUST/ROYAL INCOME H JAN" ; +label variable ER18686 "TRUST/ROYAL INCOME H FEB" ; +label variable ER18687 "TRUST/ROYAL INCOME H MAR" ; +label variable ER18688 "TRUST/ROYAL INCOME H APR" ; +label variable ER18689 "TRUST/ROYAL INCOME H MAY" ; +label variable ER18690 "TRUST/ROYAL INCOME H JUN" ; +label variable ER18691 "TRUST/ROYAL INCOME H JUL" ; +label variable ER18692 "TRUST/ROYAL INCOME H AUG" ; +label variable ER18693 "TRUST/ROYAL INCOME H SEP" ; +label variable ER18694 "TRUST/ROYAL INCOME H OCT" ; +label variable ER18695 "TRUST/ROYAL INCOME H NOV" ; +label variable ER18696 "TRUST/ROYAL INCOME H DEC" ; +label variable ER18697 "WHETHER ADC/AFDC HEAD" ; +label variable ER18698 "ADC/AFDC OF HEAD" ; +label variable ER18699 "ADC/AFDC OF HEAD PER" ; +label variable ER18700 "ACCURACY OF ADC/AFDC-HEAD" ; +label variable ER18701 "ADC/AFDC INCOME HEAD JAN" ; +label variable ER18702 "ADC/AFDC INCOME HEAD FEB" ; +label variable ER18703 "ADC/AFDC INCOME HEAD MAR" ; +label variable ER18704 "ADC/AFDC INCOME HEAD APR" ; +label variable ER18705 "ADC/AFDC INCOME HEAD MAY" ; +label variable ER18706 "ADC/AFDC INCOME HEAD JUN" ; +label variable ER18707 "ADC/AFDC INCOME HEAD JUL" ; +label variable ER18708 "ADC/AFDC INCOME HEAD AUG" ; +label variable ER18709 "ADC/AFDC INCOME HEAD SEP" ; +label variable ER18710 "ADC/AFDC INCOME HEAD OCT" ; +label variable ER18711 "ADC/AFDC INCOME HEAD NOV" ; +label variable ER18712 "ADC/AFDC INCOME HEAD DEC" ; +label variable ER18713 "WHETHER SSI HEAD" ; +label variable ER18714 "HEAD SSI SELF/ELSE/BOTH" ; +label variable ER18715 "SSI OF HEAD" ; +label variable ER18716 "SSI OF HEAD PER" ; +label variable ER18717 "ACCURACY OF SSI-HEAD" ; +label variable ER18718 "SSI INCOME HEAD JAN" ; +label variable ER18719 "SSI INCOME HEAD FEB" ; +label variable ER18720 "SSI INCOME HEAD MAR" ; +label variable ER18721 "SSI INCOME HEAD APR" ; +label variable ER18722 "SSI INCOME HEAD MAY" ; +label variable ER18723 "SSI INCOME HEAD JUN" ; +label variable ER18724 "SSI INCOME HEAD JUL" ; +label variable ER18725 "SSI INCOME HEAD AUG" ; +label variable ER18726 "SSI INCOME HEAD SEP" ; +label variable ER18727 "SSI INCOME HEAD OCT" ; +label variable ER18728 "SSI INCOME HEAD NOV" ; +label variable ER18729 "SSI INCOME HEAD DEC" ; +label variable ER18730 "WHETHER OTHER WELFARE HD" ; +label variable ER18731 "OTHER WELFARE OF HEAD" ; +label variable ER18732 "OTHER WELFARE OF HD PER" ; +label variable ER18733 "ACCURACY OF OTR WELFARE-HEAD" ; +label variable ER18734 "OTH WELFARE INCOME H JAN" ; +label variable ER18735 "OTH WELFARE INCOME H FEB" ; +label variable ER18736 "OTH WELFARE INCOME H MAR" ; +label variable ER18737 "OTH WELFARE INCOME H APR" ; +label variable ER18738 "OTH WELFARE INCOME H MAY" ; +label variable ER18739 "OTH WELFARE INCOME H JUN" ; +label variable ER18740 "OTH WELFARE INCOME H JUL" ; +label variable ER18741 "OTH WELFARE INCOME H AUG" ; +label variable ER18742 "OTH WELFARE INCOME H SEP" ; +label variable ER18743 "OTH WELFARE INCOME H OCT" ; +label variable ER18744 "OTH WELFARE INCOME H NOV" ; +label variable ER18745 "OTH WELFARE INCOME H DEC" ; +label variable ER18746 "ANY FU MEMB GET SOCSEC" ; +label variable ER18747 "WHETHER HEAD VA PENSION" ; +label variable ER18748 "G37 WTR HEAD VA PENSION2" ; +label variable ER18749 "G37 WTR HEAD VA PENSION3" ; +label variable ER18750 "VA PENSION OF HEAD AMT" ; +label variable ER18751 "VA PENSION OF HEAD PER" ; +label variable ER18752 "ACCURACY OF VA PENSION-HEAD" ; +label variable ER18753 "VA INCOME HEAD JAN" ; +label variable ER18754 "VA INCOME HEAD FEB" ; +label variable ER18755 "VA INCOME HEAD MAR" ; +label variable ER18756 "VA INCOME HEAD APR" ; +label variable ER18757 "VA INCOME HEAD MAY" ; +label variable ER18758 "VA INCOME HEAD JUN" ; +label variable ER18759 "VA INCOME HEAD JUL" ; +label variable ER18760 "VA INCOME HEAD AUG" ; +label variable ER18761 "VA INCOME HEAD SEP" ; +label variable ER18762 "VA INCOME HEAD OCT" ; +label variable ER18763 "VA INCOME HEAD NOV" ; +label variable ER18764 "VA INCOME HEAD DEC" ; +label variable ER18765 "WTR NONVA RETIREMT-HEAD" ; +label variable ER18766 "NONVA RETIREMENT-HEAD" ; +label variable ER18767 "NONVA RETIREMENT PER-HD" ; +label variable ER18768 "ACCURACY OF NONVA RETIREMENT-HEAD" ; +label variable ER18769 "RETIREMENT INCOME H JAN" ; +label variable ER18770 "RETIREMENT INCOME H FEB" ; +label variable ER18771 "RETIREMENT INCOME H MAR" ; +label variable ER18772 "RETIREMENT INCOME H APR" ; +label variable ER18773 "RETIREMENT INCOME H MAY" ; +label variable ER18774 "RETIREMENT INCOME H JUN" ; +label variable ER18775 "RETIREMENT INCOME H JUL" ; +label variable ER18776 "RETIREMENT INCOME H AUG" ; +label variable ER18777 "RETIREMENT INCOME H SEP" ; +label variable ER18778 "RETIREMENT INCOME H OCT" ; +label variable ER18779 "RETIREMENT INCOME H NOV" ; +label variable ER18780 "RETIREMENT INCOME H DEC" ; +label variable ER18781 "WHETHER HEAD ANNUITIES" ; +label variable ER18782 "ANNUITIES OF HEAD" ; +label variable ER18783 "ANNUITIES OF HEAD PER" ; +label variable ER18784 "ACCURACY OF ANNUITIES-HEAD" ; +label variable ER18785 "ANNUITIES INCOME JAN" ; +label variable ER18786 "ANNUITIES INCOME FEB" ; +label variable ER18787 "ANNUITIES INCOME MAR" ; +label variable ER18788 "ANNUITIES INCOME APR" ; +label variable ER18789 "ANNUITIES INCOME MAY" ; +label variable ER18790 "ANNUITIES INCOME JUN" ; +label variable ER18791 "ANNUITIES INCOME JUL" ; +label variable ER18792 "ANNUITIES INCOME AUG" ; +label variable ER18793 "ANNUITIES INCOME SEP" ; +label variable ER18794 "ANNUITIES INCOME OCT" ; +label variable ER18795 "ANNUITIES INCOME NOV" ; +label variable ER18796 "ANNUITIES INCOME DEC" ; +label variable ER18797 "WHETHER HEAD OTR PENSION" ; +label variable ER18798 "OTHER PENSION OF HEAD" ; +label variable ER18799 "OTHER PENSION OF HD PER" ; +label variable ER18800 "ACCURACY OF OTR PENSION-HEAD" ; +label variable ER18801 "OTR PENSION HEAD JAN" ; +label variable ER18802 "OTR PENSION HEAD FEB" ; +label variable ER18803 "OTR PENSION HEAD MAR" ; +label variable ER18804 "OTR PENSION HEAD APR" ; +label variable ER18805 "OTR PENSION HEAD MAY" ; +label variable ER18806 "OTR PENSION HEAD JUN" ; +label variable ER18807 "OTR PENSION HEAD JUL" ; +label variable ER18808 "OTR PENSION HEAD AUG" ; +label variable ER18809 "OTR PENSION HEAD SEP" ; +label variable ER18810 "OTR PENSION HEAD OCT" ; +label variable ER18811 "OTR PENSION HEAD NOV" ; +label variable ER18812 "OTR PENSION HEAD DEC" ; +label variable ER18813 "NUM OF HEAD NON VA PENSN" ; +label variable ER18814 "WTR UNEMPL COMP OF HEAD" ; +label variable ER18815 "AMT UNEMPL COMP OF HEAD" ; +label variable ER18816 "AMT UNEMPL COMP HD PER" ; +label variable ER18817 "ACCURACY OF UNEMPL COMP-HEAD" ; +label variable ER18818 "UNEMPLOY INCOME HEAD JAN" ; +label variable ER18819 "UNEMPLOY INCOME HEAD FEB" ; +label variable ER18820 "UNEMPLOY INCOME HEAD MAR" ; +label variable ER18821 "UNEMPLOY INCOME HEAD APR" ; +label variable ER18822 "UNEMPLOY INCOME HEAD MAY" ; +label variable ER18823 "UNEMPLOY INCOME HEAD JUN" ; +label variable ER18824 "UNEMPLOY INCOME HEAD JUL" ; +label variable ER18825 "UNEMPLOY INCOME HEAD AUG" ; +label variable ER18826 "UNEMPLOY INCOME HEAD SEP" ; +label variable ER18827 "UNEMPLOY INCOME HEAD OCT" ; +label variable ER18828 "UNEMPLOY INCOME HEAD NOV" ; +label variable ER18829 "UNEMPLOY INCOME HEAD DEC" ; +label variable ER18830 "WTR WORKMEN COMP OF HEAD" ; +label variable ER18831 "AMT WORKMEN COMP OF HEAD" ; +label variable ER18832 "AMT WORKMEN COMP HD PER" ; +label variable ER18833 "ACCURACY OF WORKMEN COMP-HEAD" ; +label variable ER18834 "WORKER COMP INCOME H JAN" ; +label variable ER18835 "WORKER COMP INCOME H FEB" ; +label variable ER18836 "WORKER COMP INCOME H MAR" ; +label variable ER18837 "WORKER COMP INCOME H APR" ; +label variable ER18838 "WORKER COMP INCOME H MAY" ; +label variable ER18839 "WORKER COMP INCOME H JUN" ; +label variable ER18840 "WORKER COMP INCOME H JUL" ; +label variable ER18841 "WORKER COMP INCOME H AUG" ; +label variable ER18842 "WORKER COMP INCOME H SEP" ; +label variable ER18843 "WORKER COMP INCOME H OCT" ; +label variable ER18844 "WORKER COMP INCOME H NOV" ; +label variable ER18845 "WORKER COMP INCOME H DEC" ; +label variable ER18846 "WTR CHILD SUPPORT OF HD" ; +label variable ER18847 "AMT CHILD SUPPORT OF HD" ; +label variable ER18848 "AMT CHILD SUPPORT HD PER" ; +label variable ER18849 "ACCURACY OF CHILD SUPPORT-HEAD" ; +label variable ER18850 "CHILD SUPPORT INC H JAN" ; +label variable ER18851 "CHILD SUPPORT INC H FEB" ; +label variable ER18852 "CHILD SUPPORT INC H MAR" ; +label variable ER18853 "CHILD SUPPORT INC H APR" ; +label variable ER18854 "CHILD SUPPORT INC H MAY" ; +label variable ER18855 "CHILD SUPPORT INC H JUN" ; +label variable ER18856 "CHILD SUPPORT INC H JUL" ; +label variable ER18857 "CHILD SUPPORT INC H AUG" ; +label variable ER18858 "CHILD SUPPORT INC H SEP" ; +label variable ER18859 "CHILD SUPPORT INC H OCT" ; +label variable ER18860 "CHILD SUPPORT INC H NOV" ; +label variable ER18861 "CHILD SUPPORT INC H DEC" ; +label variable ER18862 "WTR ALIMONY OF HEAD" ; +label variable ER18863 "AMT ALIMONY OF HEAD" ; +label variable ER18864 "AMT ALIMONY OF HEAD PER" ; +label variable ER18865 "ACCURACY OF ALIMONY-HEAD" ; +label variable ER18866 "ALIMONY INCOME HEAD JAN" ; +label variable ER18867 "ALIMONY INCOME HEAD FEB" ; +label variable ER18868 "ALIMONY INCOME HEAD MAR" ; +label variable ER18869 "ALIMONY INCOME HEAD APR" ; +label variable ER18870 "ALIMONY INCOME HEAD MAY" ; +label variable ER18871 "ALIMONY INCOME HEAD JUN" ; +label variable ER18872 "ALIMONY INCOME HEAD JUL" ; +label variable ER18873 "ALIMONY INCOME HEAD AUG" ; +label variable ER18874 "ALIMONY INCOME HEAD SEP" ; +label variable ER18875 "ALIMONY INCOME HEAD OCT" ; +label variable ER18876 "ALIMONY INCOME HEAD NOV" ; +label variable ER18877 "ALIMONY INCOME HEAD DEC" ; +label variable ER18878 "WTRHELP FRM RELATIV HEAD" ; +label variable ER18879 "AMT HELP FRM RELATIV HD" ; +label variable ER18880 "AMT HELP FRM RELATIV PER" ; +label variable ER18881 "ACCURACY OF HELP FRM RELATIV-HEAD" ; +label variable ER18882 "HELP FROM RELATIVE H JAN" ; +label variable ER18883 "HELP FROM RELATIVE H FEB" ; +label variable ER18884 "HELP FROM RELATIVE H MAR" ; +label variable ER18885 "HELP FROM RELATIVE H APR" ; +label variable ER18886 "HELP FROM RELATIVE H MAY" ; +label variable ER18887 "HELP FROM RELATIVE H JUN" ; +label variable ER18888 "HELP FROM RELATIVE H JUL" ; +label variable ER18889 "HELP FROM RELATIVE H AUG" ; +label variable ER18890 "HELP FROM RELATIVE H SEP" ; +label variable ER18891 "HELP FROM RELATIVE H OCT" ; +label variable ER18892 "HELP FROM RELATIVE H NOV" ; +label variable ER18893 "HELP FROM RELATIVE H DEC" ; +label variable ER18894 "WTR HELP FRM OTHERS HEAD" ; +label variable ER18895 "AMT HELP FRM OTHERS HD" ; +label variable ER18896 "AMT HELP FRM OTHERS PER" ; +label variable ER18897 "ACCURACY OF HELP FRM OTHERS-HEAD" ; +label variable ER18898 "HELP FROM OTHERS H JAN" ; +label variable ER18899 "HELP FROM OTHERS H FEB" ; +label variable ER18900 "HELP FROM OTHERS H MAR" ; +label variable ER18901 "HELP FROM OTHERS H APR" ; +label variable ER18902 "HELP FROM OTHERS H MAY" ; +label variable ER18903 "HELP FROM OTHERS H JUN" ; +label variable ER18904 "HELP FROM OTHERS H JUL" ; +label variable ER18905 "HELP FROM OTHERS H AUG" ; +label variable ER18906 "HELP FROM OTHERS H SEP" ; +label variable ER18907 "HELP FROM OTHERS H OCT" ; +label variable ER18908 "HELP FROM OTHERS H NOV" ; +label variable ER18909 "HELP FROM OTHERS H DEC" ; +label variable ER18910 "WTR ANYTHING ELSE OF HD" ; +label variable ER18911 "AMT ANYTHING ELSE OF HD" ; +label variable ER18912 "AMT ANYTHING ELSE PER" ; +label variable ER18913 "ACCURACY OF ANYTHING ELSE-HEAD" ; +label variable ER18914 "ANY OTHER INCOME H JAN" ; +label variable ER18915 "ANY OTHER INCOME H FEB" ; +label variable ER18916 "ANY OTHER INCOME H MAR" ; +label variable ER18917 "ANY OTHER INCOME H APR" ; +label variable ER18918 "ANY OTHER INCOME H MAY" ; +label variable ER18919 "ANY OTHER INCOME H JUN" ; +label variable ER18920 "ANY OTHER INCOME H JUL" ; +label variable ER18921 "ANY OTHER INCOME H AUG" ; +label variable ER18922 "ANY OTHER INCOME H SEP" ; +label variable ER18923 "ANY OTHER INCOME H OCT" ; +label variable ER18924 "ANY OTHER INCOME H NOV" ; +label variable ER18925 "ANY OTHER INCOME H DEC" ; +label variable ER18926 "G49 WTR WIFE IN FU NOW" ; +label variable ER18927 "WHETHER WIFE HAD INCOME" ; +label variable ER18928 "WHETHER WIFE LABOR INC" ; +label variable ER18929 "WHETHER WFE INC FRM WORK" ; +label variable ER18930 "WAGES/SALARY OF WIFE" ; +label variable ER18931 "ACCURACY OF WAGES/SALARY-WIFE" ; +label variable ER18932 "WTR WORK HOURS FOR WIFE" ; +label variable ER18933 "WHETHER UNEMPLOYMENT WFE" ; +label variable ER18934 "UNEMPLOYMNT COMP OF WIFE" ; +label variable ER18935 "UNEMPLOYMNT COMP WFE PER" ; +label variable ER18936 "ACCURACY OF UNEMPLOYMENT COMP-WIFE" ; +label variable ER18937 "UNEMPLOY INCOME WIFE JAN" ; +label variable ER18938 "UNEMPLOY INCOME WIFE FEB" ; +label variable ER18939 "UNEMPLOY INCOME WIFE MAR" ; +label variable ER18940 "UNEMPLOY INCOME WIFE APR" ; +label variable ER18941 "UNEMPLOY INCOME WIFE MAY" ; +label variable ER18942 "UNEMPLOY INCOME WIFE JUN" ; +label variable ER18943 "UNEMPLOY INCOME WIFE JUL" ; +label variable ER18944 "UNEMPLOY INCOME WIFE AUG" ; +label variable ER18945 "UNEMPLOY INCOME WIFE SEP" ; +label variable ER18946 "UNEMPLOY INCOME WIFE OCT" ; +label variable ER18947 "UNEMPLOY INCOME WIFE NOV" ; +label variable ER18948 "UNEMPLOY INCOME WIFE DEC" ; +label variable ER18949 "WHETHER WORKMEN COMP WFE" ; +label variable ER18950 "WORKMEN COMP OF WIFE" ; +label variable ER18951 "WORKMEN COMP OF WIFE PER" ; +label variable ER18952 "ACCURACY OF WORKMEN COMP-WIFE" ; +label variable ER18953 "WORKER COMP INCOME W JAN" ; +label variable ER18954 "WORKER COMP INCOME W FEB" ; +label variable ER18955 "WORKER COMP INCOME W MAR" ; +label variable ER18956 "WORKER COMP INCOME W APR" ; +label variable ER18957 "WORKER COMP INCOME W MAY" ; +label variable ER18958 "WORKER COMP INCOME W JUN" ; +label variable ER18959 "WORKER COMP INCOME W JUL" ; +label variable ER18960 "WORKER COMP INCOME W AUG" ; +label variable ER18961 "WORKER COMP INCOME W SEP" ; +label variable ER18962 "WORKER COMP INCOME W OCT" ; +label variable ER18963 "WORKER COMP INCOME W NOV" ; +label variable ER18964 "WORKER COMP INCOME W DEC" ; +label variable ER18965 "WHETHER WIFE DIVIDENDS" ; +label variable ER18966 "DIVIDENDS OF WIFE AMT" ; +label variable ER18967 "DIVIDENDS OF WIFE PER" ; +label variable ER18968 "ACCURACY OF DIVIDENDS-WIFE" ; +label variable ER18969 "DIVIDEND INCOME WIFE JAN" ; +label variable ER18970 "DIVIDEND INCOME WIFE FEB" ; +label variable ER18971 "DIVIDEND INCOME WIFE MAR" ; +label variable ER18972 "DIVIDEND INCOME WIFE APR" ; +label variable ER18973 "DIVIDEND INCOME WIFE MAY" ; +label variable ER18974 "DIVIDEND INCOME WIFE JUN" ; +label variable ER18975 "DIVIDEND INCOME WIFE JUL" ; +label variable ER18976 "DIVIDEND INCOME WIFE AUG" ; +label variable ER18977 "DIVIDEND INCOME WIFE SEP" ; +label variable ER18978 "DIVIDEND INCOME WIFE OCT" ; +label variable ER18979 "DIVIDEND INCOME WIFE NOV" ; +label variable ER18980 "DIVIDEND INCOME WIFE DEC" ; +label variable ER18981 "WHETHER WIFE INTEREST" ; +label variable ER18982 "INTEREST OF WIFE AMT" ; +label variable ER18983 "INTEREST OF WIFE AMT PER" ; +label variable ER18984 "ACCURACY OF INTEREST-WIFE" ; +label variable ER18985 "INTEREST INCOME WIFE JAN" ; +label variable ER18986 "INTEREST INCOME WIFE FEB" ; +label variable ER18987 "INTEREST INCOME WIFE MAR" ; +label variable ER18988 "INTEREST INCOME WIFE APR" ; +label variable ER18989 "INTEREST INCOME WIFE MAY" ; +label variable ER18990 "INTEREST INCOME WIFE JUN" ; +label variable ER18991 "INTEREST INCOME WIFE JUL" ; +label variable ER18992 "INTEREST INCOME WIFE AUG" ; +label variable ER18993 "INTEREST INCOME WIFE SEP" ; +label variable ER18994 "INTEREST INCOME WIFE OCT" ; +label variable ER18995 "INTEREST INCOME WIFE NOV" ; +label variable ER18996 "INTEREST INCOME WIFE DEC" ; +label variable ER18997 "WHETHER WIFE TRUST FUND" ; +label variable ER18998 "TRUST FUND OF WIFE AMT" ; +label variable ER18999 "TRUST FUND OF WIFE PER" ; +label variable ER19000 "ACCURACY OF TRUST FUND-WIFE" ; +label variable ER19001 "TRUST INCOME WIFE JAN" ; +label variable ER19002 "TRUST INCOME WIFE FEB" ; +label variable ER19003 "TRUST INCOME WIFE MAR" ; +label variable ER19004 "TRUST INCOME WIFE APR" ; +label variable ER19005 "TRUST INCOME WIFE MAY" ; +label variable ER19006 "TRUST INCOME WIFE JUN" ; +label variable ER19007 "TRUST INCOME WIFE JUL" ; +label variable ER19008 "TRUST INCOME WIFE AUG" ; +label variable ER19009 "TRUST INCOME WIFE SEP" ; +label variable ER19010 "TRUST INCOME WIFE OCT" ; +label variable ER19011 "TRUST INCOME WIFE NOV" ; +label variable ER19012 "TRUST INCOME WIFE DEC" ; +label variable ER19013 "WHETHER WIFE OTHER ASSET" ; +label variable ER19014 "OTHER ASSETS OF WIFE" ; +label variable ER19015 "OTHER ASSETS OF WIFE PER" ; +label variable ER19016 "ACCURACY OF OTHER ASSETS-WIFE" ; +label variable ER19017 "OTHER ASSET INCOME W JAN" ; +label variable ER19018 "OTHER ASSET INCOME W FEB" ; +label variable ER19019 "OTHER ASSET INCOME W MAR" ; +label variable ER19020 "OTHER ASSET INCOME W APR" ; +label variable ER19021 "OTHER ASSET INCOME W MAY" ; +label variable ER19022 "OTHER ASSET INCOME W JUN" ; +label variable ER19023 "OTHER ASSET INCOME W JUL" ; +label variable ER19024 "OTHER ASSET INCOME W AUG" ; +label variable ER19025 "OTHER ASSET INCOME W SEP" ; +label variable ER19026 "OTHER ASSET INCOME W OCT" ; +label variable ER19027 "OTHER ASSET INCOME W NOV" ; +label variable ER19028 "OTHER ASSET INCOME W DEC" ; +label variable ER19029 "WHETHER WIFE RECD SSI" ; +label variable ER19030 "WIFE SSI SELF/ELSE/BOTH" ; +label variable ER19031 "SSI OF WIFE AMT" ; +label variable ER19032 "SSI OF WIFE AMT PER" ; +label variable ER19033 "ACCURACY OF SSI-WIFE" ; +label variable ER19034 "SSI INCOME WIFE JAN" ; +label variable ER19035 "SSI INCOME WIFE FEB" ; +label variable ER19036 "SSI INCOME WIFE MAR" ; +label variable ER19037 "SSI INCOME WIFE APR" ; +label variable ER19038 "SSI INCOME WIFE MAY" ; +label variable ER19039 "SSI INCOME WIFE JUN" ; +label variable ER19040 "SSI INCOME WIFE JUL" ; +label variable ER19041 "SSI INCOME WIFE AUG" ; +label variable ER19042 "SSI INCOME WIFE SEP" ; +label variable ER19043 "SSI INCOME WIFE OCT" ; +label variable ER19044 "SSI INCOME WIFE NOV" ; +label variable ER19045 "SSI INCOME WIFE DEC" ; +label variable ER19046 "WTR WIFE RECD ADC/AFDC" ; +label variable ER19047 "ADC/AFDC OF WIFE AMT" ; +label variable ER19048 "ADC/AFDC OF WIFE AMT PER" ; +label variable ER19049 "ACCURACY OF ADC/AFDC-WIFE" ; +label variable ER19050 "ADC/AFDC INCOME WIFE JAN" ; +label variable ER19051 "ADC/AFDC INCOME WIFE FEB" ; +label variable ER19052 "ADC/AFDC INCOME WIFE MAR" ; +label variable ER19053 "ADC/AFDC INCOME WIFE APR" ; +label variable ER19054 "ADC/AFDC INCOME WIFE MAY" ; +label variable ER19055 "ADC/AFDC INCOME WIFE JUN" ; +label variable ER19056 "ADC/AFDC INCOME WIFE JUL" ; +label variable ER19057 "ADC/AFDC INCOME WIFE AUG" ; +label variable ER19058 "ADC/AFDC INCOME WIFE SEP" ; +label variable ER19059 "ADC/AFDC INCOME WIFE OCT" ; +label variable ER19060 "ADC/AFDC INCOME WIFE NOV" ; +label variable ER19061 "ADC/AFDC INCOME WIFE DEC" ; +label variable ER19062 "WTR WF RECD CHILD SUPPRT" ; +label variable ER19063 "CHILD SUPPORT OF WF AMT" ; +label variable ER19064 "CHILD SUPPORT OF WF PER" ; +label variable ER19065 "ACCURACY OF CHILD SUPPORT-WIFE" ; +label variable ER19066 "CHILD SUPPORT INC W JAN" ; +label variable ER19067 "CHILD SUPPORT INC W FEB" ; +label variable ER19068 "CHILD SUPPORT INC W MAR" ; +label variable ER19069 "CHILD SUPPORT INC W APR" ; +label variable ER19070 "CHILD SUPPORT INC W MAY" ; +label variable ER19071 "CHILD SUPPORT INC W JUN" ; +label variable ER19072 "CHILD SUPPORT INC W JUL" ; +label variable ER19073 "CHILD SUPPORT INC W AUG" ; +label variable ER19074 "CHILD SUPPORT INC W SEP" ; +label variable ER19075 "CHILD SUPPORT INC W OCT" ; +label variable ER19076 "CHILD SUPPORT INC W NOV" ; +label variable ER19077 "CHILD SUPPORT INC W DEC" ; +label variable ER19078 "WTR WF RECD OTR WELFARE" ; +label variable ER19079 "OTHER WELFARE OF WF AMT" ; +label variable ER19080 "OTHER WELFARE OF WF PER" ; +label variable ER19081 "ACCURACY OF OTHER WELFARE-WIFE" ; +label variable ER19082 "OTHER WELFARE INC W JAN" ; +label variable ER19083 "OTHER WELFARE INC W FEB" ; +label variable ER19084 "OTHER WELFARE INC W MAR" ; +label variable ER19085 "OTHER WELFARE INC W APR" ; +label variable ER19086 "OTHER WELFARE INC W MAY" ; +label variable ER19087 "OTHER WELFARE INC W JUN" ; +label variable ER19088 "OTHER WELFARE INC W JUL" ; +label variable ER19089 "OTHER WELFARE INC W AUG" ; +label variable ER19090 "OTHER WELFARE INC W SEP" ; +label variable ER19091 "OTHER WELFARE INC W OCT" ; +label variable ER19092 "OTHER WELFARE INC W NOV" ; +label variable ER19093 "OTHER WELFARE INC W DEC" ; +label variable ER19094 "WTR WF RECD PENS/ANNUITY" ; +label variable ER19095 "PENSION/ANNUITY WF AMT" ; +label variable ER19096 "PENSION/ANNUITY WF PER" ; +label variable ER19097 "ACCURACY OF PENSION/ANNUITY-WIFE" ; +label variable ER19098 "PENSION/ANNUITY W JAN" ; +label variable ER19099 "PENSION/ANNUITY W FEB" ; +label variable ER19100 "PENSION/ANNUITY W MAR" ; +label variable ER19101 "PENSION/ANNUITY W APR" ; +label variable ER19102 "PENSION/ANNUITY W MAY" ; +label variable ER19103 "PENSION/ANNUITY W JUN" ; +label variable ER19104 "PENSION/ANNUITY W JUL" ; +label variable ER19105 "PENSION/ANNUITY W AUG" ; +label variable ER19106 "PENSION/ANNUITY W SEP" ; +label variable ER19107 "PENSION/ANNUITY W OCT" ; +label variable ER19108 "PENSION/ANNUITY W NOV" ; +label variable ER19109 "PENSION/ANNUITY W DEC" ; +label variable ER19110 "WTR WF HELP FR RELATIVES" ; +label variable ER19111 "HELP FR RELATIVES WF AMT" ; +label variable ER19112 "HELP FR RELS WF PER" ; +label variable ER19113 "ACCURACY OF HELP FRM RELATIVES-WIFE" ; +label variable ER19114 "HELP FR RELATIVES WF JAN" ; +label variable ER19115 "HELP FR RELATIVES WF FEB" ; +label variable ER19116 "HELP FR RELATIVES WF MAR" ; +label variable ER19117 "HELP FR RELATIVES WF APR" ; +label variable ER19118 "HELP FR RELATIVES WF MAY" ; +label variable ER19119 "HELP FR RELATIVES WF JUN" ; +label variable ER19120 "HELP FR RELATIVES WF JUL" ; +label variable ER19121 "HELP FR RELATIVES WF AUG" ; +label variable ER19122 "HELP FR RELATIVES WF SEP" ; +label variable ER19123 "HELP FR RELATIVES WF OCT" ; +label variable ER19124 "HELP FR RELATIVES WF NOV" ; +label variable ER19125 "HELP FR RELATIVES WF DEC" ; +label variable ER19126 "WTR WF HELP FROM FRIENDS" ; +label variable ER19127 "HELP FR FRIENDS WF AMT" ; +label variable ER19128 "HELP FR FRIENDS WF PER" ; +label variable ER19129 "ACCURACY OF HELP FRM FRIENDS-WIFE" ; +label variable ER19130 "HELP FROM FRIENDS W JAN" ; +label variable ER19131 "HELP FROM FRIENDS W FEB" ; +label variable ER19132 "HELP FROM FRIENDS W MAR" ; +label variable ER19133 "HELP FROM FRIENDS W APR" ; +label variable ER19134 "HELP FROM FRIENDS W MAY" ; +label variable ER19135 "HELP FROM FRIENDS W JUN" ; +label variable ER19136 "HELP FROM FRIENDS W JUL" ; +label variable ER19137 "HELP FROM FRIENDS W AUG" ; +label variable ER19138 "HELP FROM FRIENDS W SEP" ; +label variable ER19139 "HELP FROM FRIENDS W OCT" ; +label variable ER19140 "HELP FROM FRIENDS W NOV" ; +label variable ER19141 "HELP FROM FRIENDS W DEC" ; +label variable ER19142 "WTR WFE RECD OTR INCOME" ; +label variable ER19143 "WIFE OTHER INCOME AMT" ; +label variable ER19144 "WIFE OTHER INCOME PER" ; +label variable ER19145 "ACCURACY OF OTHER INCOME-WIFE" ; +label variable ER19146 "ANY OTHER INCOME W JAN" ; +label variable ER19147 "ANY OTHER INCOME W FEB" ; +label variable ER19148 "ANY OTHER INCOME W MAR" ; +label variable ER19149 "ANY OTHER INCOME W APR" ; +label variable ER19150 "ANY OTHER INCOME W MAY" ; +label variable ER19151 "ANY OTHER INCOME W JUN" ; +label variable ER19152 "ANY OTHER INCOME W JUL" ; +label variable ER19153 "ANY OTHER INCOME W AUG" ; +label variable ER19154 "ANY OTHER INCOME W SEP" ; +label variable ER19155 "ANY OTHER INCOME W OCT" ; +label variable ER19156 "ANY OTHER INCOME W NOV" ; +label variable ER19157 "ANY OTHER INCOME W DEC" ; +label variable ER19158 "G99 WTR LUMP SUM PAYMNTS" ; +label variable ER19159 "G100 LUMP SUM PAYMENTS" ; +label variable ER19160 "G101 INHERITANCE" ; +label variable ER19161 "G102 WTR ITEMIZE FOR TAX" ; +label variable ER19162 "G102A ITEMIZED CHARITABLE CONTRIB AMT" ; +label variable ER19163 "G102A1 WTR CHARITBL CONTRIB GE 500" ; +label variable ER19164 "G102A2 WTR CHARITBL CONTRIB GE 1,000" ; +label variable ER19165 "G102A3 WTR CHARITBL CONTRIB GE 5,000" ; +label variable ER19166 "G102A4 WTR CHARITBL CONTRIB GE 200" ; +label variable ER19167 "G102B ITEMIZED MEDICAL EXPENSES AMT" ; +label variable ER19168 "G102B1 WTR MED EXPENSES GE 1,000" ; +label variable ER19169 "G102B2 WTR MED EXPENSES GE 3,000" ; +label variable ER19170 "G102B3 WTR MED EXPENSES GE 8,000" ; +label variable ER19171 "G102B4 WTR MED EXPENSES GE 500" ; +label variable ER19172 "G103 WTR HELP OTRS" ; +label variable ER19173 "G104 # OTRS SUPPORTED" ; +label variable ER19174 "G105 WHO SUPPORT 1" ; +label variable ER19175 "G105 WHO SUPPORT 2" ; +label variable ER19176 "G105 WHO SUPPORT 3" ; +label variable ER19177 "G105 WHO SUPPORT 4" ; +label variable ER19178 "G105 WHO SUPPORT 5" ; +label variable ER19179 "G106 TOTAL SUPP OF OTRS" ; +label variable ER19180 "G107 ANY CHILD SUPPORT" ; +label variable ER19181 "AMT OF CHLD SUPPRT GIVEN" ; +label variable ER19182 "G109 ANY ALIMONY" ; +label variable ER19183 "AMT OF ALIMONY GIVEN" ; +label variable ER19184 "G112 WTR DEPNDT OTRS" ; +label variable ER19185 "G113 NUMBER DEPNDT OTR" ; +label variable ER19186 "G114 WTR DEPNDT OTHS" ; +label variable ER19187 "W1 WTR OTR REAL ESTATE" ; +label variable ER19188 "W1A WTR SECOND HOME" ; +label variable ER19189 "W2 PROFIT IF SOLD OTR REAL ESTATE" ; +label variable ER19190 "W3 WTR PROFIT GE 50,000" ; +label variable ER19191 "W4 WTR PROFIT GE 150,000" ; +label variable ER19192 "W5 WTR PROFIT GE 5,000" ; +label variable ER19193 "W6 PROFIT IF SOLD VEHICLES" ; +label variable ER19194 "W7 WTR PROFIT GE 10,000" ; +label variable ER19195 "W8 WTR PROFIT GE 25,000" ; +label variable ER19196 "W9 WTR PROFIT GE 2,000" ; +label variable ER19197 "W10 WTR OWN BUSINESS/FARM" ; +label variable ER19198 "W11 PROFIT IF SOLD BUSINESS/FARM" ; +label variable ER19199 "W12 WTR PROFIT GE 50,000" ; +label variable ER19200 "W13 WTR PROFIT GE 200,000" ; +label variable ER19201 "W14 WTR PROFIT GE 10,000" ; +label variable ER19202 "W15 WTR OWN NON-IRA STOCK" ; +label variable ER19203 "W16 PROFIT IF SOLD NON-IRA STOCK" ; +label variable ER19204 "W17 WTR PROFIT GE 25,000" ; +label variable ER19205 "W18 WTR PROFIT GE 50,000" ; +label variable ER19206 "W19 WTR PROFIT GE 100,000" ; +label variable ER19207 "W20 WTR PROFIT GE 5,000" ; +label variable ER19208 "W21 WTR IRA/PRIVATE ANNUITY" ; +label variable ER19209 "W21A HOW FUNDS INVESTED" ; +label variable ER19210 "W22 VALUE OF IRA/ANNUITY" ; +label variable ER19211 "W23 WTR VALUE GE 25,000" ; +label variable ER19212 "W24 WTR VALUE GE 50,000" ; +label variable ER19213 "W25 WTR VALUE GE 100,000" ; +label variable ER19214 "W26 WTR VALUE GE 5,000" ; +label variable ER19215 "W27 WTR CK/SAVINGS/CD, ETC" ; +label variable ER19216 "W28 AMT ALL ACCOUNTS" ; +label variable ER19217 "W29 WTR VALUE GE 5,000" ; +label variable ER19218 "W30 WTR VALUE GE 10,000" ; +label variable ER19219 "W31 WTR VALUE GE 50,000" ; +label variable ER19220 "W32 WTR VALUE GE 1,000" ; +label variable ER19221 "W33 WTR BONDS/INSURANCE, ETC." ; +label variable ER19222 "W34 PROFIT IF SOLD BONDS/INSURANCE" ; +label variable ER19223 "W35 WTR PROFIT GE 10,000" ; +label variable ER19224 "W36 WTR PROFIT GE 25,000" ; +label variable ER19225 "W37 WTR PROFIT GE 2,000" ; +label variable ER19226 "W38 WTR OTHER DEBTS" ; +label variable ER19227 "W39 VALUE ALL DEBTS" ; +label variable ER19228 "W40 WTR DEBTS GE 2,000" ; +label variable ER19229 "W41 WTR DEBTS GE 5,000" ; +label variable ER19230 "W42 WTR DEBTS GE 1,000" ; +label variable ER19231 "W43 WTR CHANGED IRA/PRIVATE ANNUITY" ; +label variable ER19232 "W44 AMT INVESTED IN IRA/ANNUITY" ; +label variable ER19233 "W45 WTR INVEST GE 10,000" ; +label variable ER19234 "W46 WTR INVEST GE 50,000" ; +label variable ER19235 "W47 WTR INVEST GE 5,000" ; +label variable ER19236 "W48 WTR CASHED PNSN/ANNTY/IRA" ; +label variable ER19237 "W49 VALUE PENSION/ANNUITY/IRA" ; +label variable ER19238 "W50 WTR VALUE GE 10,000" ; +label variable ER19239 "W51 WTR VALUE GE 50,000" ; +label variable ER19240 "W52 WTR VALUE GE 100,000" ; +label variable ER19241 "W53 WTR VALUE GE 5,000" ; +label variable ER19242 "W54 WTR SOLD HOME" ; +label variable ER19243 "W55 HOME SELLING PRICE" ; +label variable ER19244 "W56 WTR PRICE GE 60,000" ; +label variable ER19245 "W57 WTR PRICE GE 120,000" ; +label variable ER19246 "W58 WTR PRICE GE 30,000" ; +label variable ER19247 "W59 WTR BOUGHT OTR REAL ESTATE" ; +label variable ER19248 "W60 AMT IN REAL ESTATE" ; +label variable ER19249 "W61 WTR AMT GE 60,000" ; +label variable ER19250 "W62 WTR AMT GE 120,000" ; +label variable ER19251 "W63 WTR AMT GE 30,000" ; +label variable ER19252 "W64 WTR SOLD OTR REAL ESTATE" ; +label variable ER19253 "W65 AMT FROM OTR REAL ESTATE" ; +label variable ER19254 "W66 WTR AMT GE 60,000" ; +label variable ER19255 "W67 WTR AMT GE 120,000" ; +label variable ER19256 "W68 WTR AMT GE 30,000" ; +label variable ER19257 "W69 WTR MADE ADDITION/REPAIRS" ; +label variable ER19258 "W70 COST OF ADDITION/REPAIRS" ; +label variable ER19259 "W71 WTR COST GE 25,000" ; +label variable ER19260 "W72 WTR COST GE 75,000" ; +label variable ER19261 "W73 WTR INVESTED IN BUSNES/FARM" ; +label variable ER19262 "W74 AMT INVESTED IN BUSINESS/FARM" ; +label variable ER19263 "W75 WTR AMT GE 25,000" ; +label variable ER19264 "W76 WTR AMT GE 100,000" ; +label variable ER19265 "W77 WTR AMT GE 10,000" ; +label variable ER19266 "W78 WTR SOLD BUSINESS/FARM" ; +label variable ER19267 "W79 AMT FROM BUSINESS/FARM" ; +label variable ER19268 "W80 WTR AMT GE 25,000" ; +label variable ER19269 "W81 WTR AMT GE 100,000" ; +label variable ER19270 "W82 WTR AMT GE 10,000" ; +label variable ER19271 "W83 WTR BOUGHT NON-IRA STOCK" ; +label variable ER19272 "W84 WTR ALSO SOLD STOCK" ; +label variable ER19273 "W85 WTR BOUGHT MORE/SOLD MORE" ; +label variable ER19274 "W86 BALANCE IN/OUT STOCKS" ; +label variable ER19275 "W87 WTR STOCKS GE 20,000" ; +label variable ER19276 "W88 WTR STOCKS GE 50,000" ; +label variable ER19277 "W89 WTR ST0CKS GE 100,000" ; +label variable ER19278 "W90 WTR STOCKS GE 5,000" ; +label variable ER19279 "W91 AMT INVESTED IN STOCKS" ; +label variable ER19280 "W92 WTR AMT GE 20,000" ; +label variable ER19281 "W93 WTR AMT GE 50,000" ; +label variable ER19282 "W94 WTR AMT GE 100,000" ; +label variable ER19283 "W95 WTR AMT GE 5,000" ; +label variable ER19284 "W96 WTR SOLD NON-IRA STOCK" ; +label variable ER19285 "W97 AMT NON-IRA STOCK" ; +label variable ER19286 "W98 WTR AMT GE 20,000" ; +label variable ER19287 "W99 WTR AMT GE 50,000" ; +label variable ER19288 "W100 WTR AMT GE 100,000" ; +label variable ER19289 "W101 WTR AMT GE 5,000" ; +label variable ER19290 "W102 WTR MOVER OUT W/ASSETS" ; +label variable ER19291 "W103 VALUE ASSETS MOVED OUT" ; +label variable ER19292 "W104 WTR VALUE GE 10,000" ; +label variable ER19293 "W105 WTR VALUE GE 25,000" ; +label variable ER19294 "W106 WTR VALUE GE 100,000" ; +label variable ER19295 "W107 WTR VALUE GE 5,000" ; +label variable ER19296 "W108 VALUE DEBTS MOVED OUT" ; +label variable ER19297 "W109 WTR VALUE GE 10,000" ; +label variable ER19298 "W110 WTR VALUE GE 25,000" ; +label variable ER19299 "W111 WTR VALUE GE 5,000" ; +label variable ER19300 "W112 CKPT: FU COMPOSITION" ; +label variable ER19301 "W113 WTR MOVER IN ASSETS" ; +label variable ER19302 "W114 VALUE ASSETS MOVED IN" ; +label variable ER19303 "W115 WTR VALUE GE 10,000" ; +label variable ER19304 "W116 WTR VALUE GE 25,000" ; +label variable ER19305 "W117 WTR VALUE GE 100,000" ; +label variable ER19306 "W118 WTR VALUE GE 5,000" ; +label variable ER19307 "W119 VALUE DEBTS MOVE IN" ; +label variable ER19308 "W120 WTR VALUE GE 10,000" ; +label variable ER19309 "W121 WTR VALUE GE 25,000" ; +label variable ER19310 "W122 WTR VALUE GE 5,000" ; +label variable ER19311 "W123 WTR RECD GIFT/INHERITANCE" ; +label variable ER19312 "W124 YR RECD GIFT/INHERIT-#1" ; +label variable ER19313 "W125 VALUE GIFT/INHERIT-#1" ; +label variable ER19314 "W126 WTR VALUE GE 25,000" ; +label variable ER19315 "W127 WTR VALUE GE 75,000" ; +label variable ER19316 "W128 WTR GIFT/INHERITANCE-#2" ; +label variable ER19317 "W129 YR RECD GIFT/INHERIT-#2" ; +label variable ER19318 "W130 VALUE GIFT/INHERIT-#2" ; +label variable ER19319 "W131 WTR VALUE GE 25,000" ; +label variable ER19320 "W132 WTR VALUE GE 75,000" ; +label variable ER19321 "W133 WTR GIFT/INHERITANCE-#3" ; +label variable ER19322 "W133A YR REC GIFT/INHERIT-#3" ; +label variable ER19323 "W133B VALUE GIFT/INHERIT-#3" ; +label variable ER19324 "W133C WTR VALUE GE 25,000" ; +label variable ER19325 "W133D WTR VALUE GE 75,000" ; +label variable ER19326 "P0 WTR WORKING NOW" ; +label variable ER19327 "P1 WTR PNSN AT CURR JOB" ; +label variable ER19328 "P6 # YRS IN PENSION PLAN" ; +label variable ER19329 "P6 YR JOINED PENSION PLAN" ; +label variable ER19330 "P7 WTR EVER ELIG FOR PLAN" ; +label variable ER19331 "P8 # YRS TILL ELIGIBLE" ; +label variable ER19332 "P9 WTR VESTED" ; +label variable ER19333 "P10 # YRS TILL VESTED" ; +label variable ER19334 "P11 WTR CONTRIB TO PENSION" ; +label variable ER19335 "P12 WTR CONTRIB REQUIRED" ; +label variable ER19336 "P13 REQUIRED AMT" ; +label variable ER19337 "P13 REQUIRED AMT PER" ; +label variable ER19338 "P13 REQUIRED PCT" ; +label variable ER19339 "P14 WTR VOLUNTARY CONTRIB" ; +label variable ER19340 "P15 VOLUNTARY AMT" ; +label variable ER19341 "P15 VOLUNTARY AMT PER" ; +label variable ER19342 "P15 VOLUNTARY PCT" ; +label variable ER19343 "P16 HOW BENEFIT FIGURED" ; +label variable ER19344 "P17 WTR EMPLYR CONTRIB" ; +label variable ER19345 "P18 AMT EMPLYR CONTRIB" ; +label variable ER19346 "P18 EMPLYR AMT PER" ; +label variable ER19347 "P18 PCT EMPLYR CONTRIB" ; +label variable ER19348 "P19 AGE PENSION INCL EMPLYR CONTRIB" ; +label variable ER19349 "P20 AMT IN PENSION ACCT NOW" ; +label variable ER19350 "P20A HOW FUNDS INVESTED" ; +label variable ER19351 "P21 AMT COULD TAKE IF LEAVE EMPLYR" ; +label variable ER19352 "P21 AMT PER IF LEAVE EMPLYR" ; +label variable ER19353 "P21 PCT COULD TAKE IF LEAVE EMPLYR" ; +label variable ER19354 "P22 CKPT: TYPE PENSION" ; +label variable ER19355 "P23 BENEFIT FORMULA" ; +label variable ER19356 "P24 AGE FULL BENEFITS" ; +label variable ER19357 "P25 # YRS NEC FOR FULL BENEFITS" ; +label variable ER19358 "P26 AGE IF AGE+YRS" ; +label variable ER19359 "P26 # YRS IF AGE+YRS" ; +label variable ER19360 "P27 WTR REC PART PNSN IF RETIRE EARLY" ; +label variable ER19361 "P28 EARLY RETRMT FORMULA" ; +label variable ER19362 "P29 AGE ELIG PART BENEFITS" ; +label variable ER19363 "P30 # YRS ELIG PART BENEFITS" ; +label variable ER19364 "P31 AGE IF AGE+YRS" ; +label variable ER19365 "P31 # YRS IF AGE+YRS" ; +label variable ER19366 "P32 AGE EXPECT RECEIVE BENEFITS" ; +label variable ER19367 "P33 WTR CAN ESTIMATE BENEFIT" ; +label variable ER19368 "P34 ESTIMATED BENEFIT AMT" ; +label variable ER19369 "P34 ESTIMATED BENEFIT PER" ; +label variable ER19370 "P34 ESTIMATED BENEFIT PCT" ; +label variable ER19371 "P34 ESTIMATED LUMP SUM BENEFIT" ; +label variable ER19372 "P35 WTR BENEFICIARY" ; +label variable ER19373 "P36 AMT BENEFICIARY RECEIVES" ; +label variable ER19374 "P37 WTR PNSN LESSENED BY SOC SEC" ; +label variable ER19375 "P38 WHEN SOC SEC CHG PNSN AMT" ; +label variable ER19376 "P39 USUAL RETIREMNT AGE OF OTRS" ; +label variable ER19377 "P39 USUAL # YRS OTRS RETIRE" ; +label variable ER19378 "P40 AGE PLAN STOP WORK" ; +label variable ER19379 "P40 YR PLAN STOP WORK" ; +label variable ER19380 "P41 AGE WILL STOP WORK" ; +label variable ER19381 "P41 YR WILL STOP WORK" ; +label variable ER19382 "P42 WTR TAX-DEFER PLAN" ; +label variable ER19383 "P43 WTR EMPLYR CONTRIB" ; +label variable ER19384 "P44 AMT EMPLYR CONTRIB" ; +label variable ER19385 "P44 EMPLYR CONTRIB PER" ; +label variable ER19386 "P44 PCT EMPLYR CONTRIB" ; +label variable ER19387 "P45 WTR PNSN W/PREV EMPLYR" ; +label variable ER19388 "P46 TYPE PREV PENSION-#1" ; +label variable ER19389 "P47 ACCT AMT WHEN LEFT PREV EMPLYR-#1" ; +label variable ER19390 "P48 WHAT DID W/PREV PNSN-#1" ; +label variable ER19391 "P49 AMT NOW PREV PNSN ACCT-#1" ; +label variable ER19392 "P50 AGE REC IF ANNUITY-#1" ; +label variable ER19393 "P51 AMT PREV ANNUITY-#1" ; +label variable ER19394 "P51 PREV ANNUITY PER-#1" ; +label variable ER19395 "P52 STATUS PREV PNSN MEN1-#1" ; +label variable ER19396 "P52 STATUS PREV PNSN MEN2-#1" ; +label variable ER19397 "P52 STATUS PREV PNSN MEN3-#1" ; +label variable ER19398 "P52 STATUS PREV PNSN MEN4-#1" ; +label variable ER19399 "P52 STATUS PREV PNSN MEN5-#1" ; +label variable ER19400 "P52 STATUS PREV PNSN MEN6-#1" ; +label variable ER19401 "P53 MO REC PREV PNSN-#1" ; +label variable ER19402 "P53 YR REC PREV PNSN-#1" ; +label variable ER19403 "P54 PREV PNSN BENEFIT AMT-#1" ; +label variable ER19404 "P54 BENEFIT PER-#1" ; +label variable ER19405 "P55 WTR BENEFITS COLA-#1" ; +label variable ER19406 "P56 WTR BENEFITS EVER COLA-#1" ; +label variable ER19407 "P57 PREV PNSN CASH SETTLEMNT AMT-#1" ; +label variable ER19408 "P58 WHAT DID W/CASH MEN1-#1" ; +label variable ER19409 "P58 WHAT DID W/CASH MEN2-#1" ; +label variable ER19410 "P58 WHAT DID W/CASH MEN3-#1" ; +label variable ER19411 "P58 WHAT DID W/CASH MEN4-#1" ; +label variable ER19412 "P58 WHAT DID W/CASH MEN5-#1" ; +label variable ER19413 "P58 WHAT DID W/CASH MEN6-#1" ; +label variable ER19414 "P59 PREV PNSN IRA AMT-#1" ; +label variable ER19415 "P60 # YRS IN PREV PLAN-#1" ; +label variable ER19416 "P61 AGE EXPECT REC PREV PNSN-#1" ; +label variable ER19417 "P62 AMT EXPECT REC PREV PNSN-#1" ; +label variable ER19418 "P62 PREV PNSN PER-#1" ; +label variable ER19419 "P62 PCT EXPECT REC PREV PNSN-#1" ; +label variable ER19420 "P62 LUMP SUM EXPECT PREV PNSN-#1" ; +label variable ER19421 "P63 ACCT AMT WHEN LEFT PREV EMPLYR-#1" ; +label variable ER19422 "P64 WHAT DID W/PREV PNSN-#1" ; +label variable ER19423 "P65 ACCT AMT PREV PNSN NOW-#1" ; +label variable ER19424 "P66 AGE BEGAN REC ANNUITY-#1" ; +label variable ER19425 "P67 AMT PREV ANNUITY-#1" ; +label variable ER19426 "P67 PREV ANNUITY PER-#1" ; +label variable ER19427 "P68 AGE ELIG PREV PNSN-#1" ; +label variable ER19428 "P69 WTR SECOND PREV PENSION" ; +label variable ER19429 "P46 TYPE PREV PENSION-#2" ; +label variable ER19430 "P47 ACCT AMT WHEN LEFT PREV EMPLYR-#2" ; +label variable ER19431 "P48 WHAT DID W/PREV PNSN-#2" ; +label variable ER19432 "P49 AMT NOW PREV PNSN ACCT-#2" ; +label variable ER19433 "P50 AGE REC IF ANNUITY-#2" ; +label variable ER19434 "P51 AMT PREV ANNUITY-#2" ; +label variable ER19435 "P51 PREV ANNUITY PER-#2" ; +label variable ER19436 "P52 STATUS PREV PNSN MEN1-#2" ; +label variable ER19437 "P52 STATUS PREV PNSN MEN2-#2" ; +label variable ER19438 "P52 STATUS PREV PNSN MEN3-#2" ; +label variable ER19439 "P52 STATUS PREV PNSN MEN4-#2" ; +label variable ER19440 "P52 STATUS PREV PNSN MEN5-#2" ; +label variable ER19441 "P52 STATUS PREV PNSN MEN6-#2" ; +label variable ER19442 "P53 MO REC PREV PNSN-#2" ; +label variable ER19443 "P53 YR REC PREV PNSN-#2" ; +label variable ER19444 "P54 PREV PNSN BENEFIT AMT-#2" ; +label variable ER19445 "P54 BENEFIT PER-#2" ; +label variable ER19446 "P55 WTR BENEFITS COLA-#2" ; +label variable ER19447 "P56 WTR BENEFITS EVER COLA-#2" ; +label variable ER19448 "P57 PREV PNSN CASH SETTLEMNT AMT-#2" ; +label variable ER19449 "P58 WHAT DID W/CASH MEN1-#2" ; +label variable ER19450 "P58 WHAT DID W/CASH MEN2-#2" ; +label variable ER19451 "P58 WHAT DID W/CASH MEN3-#2" ; +label variable ER19452 "P58 WHAT DID W/CASH MEN4-#2" ; +label variable ER19453 "P58 WHAT DID W/CASH MEN5-#2" ; +label variable ER19454 "P58 WHAT DID W/CASH MEN6-#2" ; +label variable ER19455 "P59 PREV PNSN IRA AMT-#2" ; +label variable ER19456 "P60 # YRS IN PREV PLAN-#2" ; +label variable ER19457 "P61 AGE EXPECT REC PREV PNSN-#2" ; +label variable ER19458 "P62 AMT EXPECT REC PREV PNSN-#2" ; +label variable ER19459 "P62 PREV PNSN PER-#2" ; +label variable ER19460 "P62 PCT EXPECT REC PREV PNSN-#2" ; +label variable ER19461 "P62 LUMP SUM EXPECT PREV PNSN-#2" ; +label variable ER19462 "P63 ACCT AMT WHEN LEFT PREV EMPLYR-#2" ; +label variable ER19463 "P64 WHAT DID W/PREV PNSN-#2" ; +label variable ER19464 "P65 ACCT AMT PREV PNSN NOW-#2" ; +label variable ER19465 "P66 AGE BEGAN REC ANNUITY-#2" ; +label variable ER19466 "P67 AMT PREV ANNUITY-#2" ; +label variable ER19467 "P67 PREV ANNUITY PER-#2" ; +label variable ER19468 "P68 AGE ELIG PREV PNSN-#2" ; +label variable ER19469 "P70 WTR WORKING NOW" ; +label variable ER19470 "P71 WTR PNSN AT CURR JOB" ; +label variable ER19471 "P76 # YRS IN PENSION PLAN" ; +label variable ER19472 "PY6 YR JOINED PENSION PLAN" ; +label variable ER19473 "P77 WTR EVER ELIG FOR PLAN" ; +label variable ER19474 "P78 # YRS TILL ELIGIBLE" ; +label variable ER19475 "P79 WTR VESTED" ; +label variable ER19476 "P80 # YRS TILL VESTED" ; +label variable ER19477 "P81 WTR CONTRIB TO PENSION" ; +label variable ER19478 "P82 WTR CONTRIB REQUIRED" ; +label variable ER19479 "P83 REQUIRED AMT" ; +label variable ER19480 "P83 REQUIRED AMT PER" ; +label variable ER19481 "P83 REQUIRED PCT" ; +label variable ER19482 "P84 WTR VOLUNTARY CONTRIB" ; +label variable ER19483 "P85 VOLUNTARY AMT" ; +label variable ER19484 "P85 VOLUNTARY AMT PER" ; +label variable ER19485 "P85 VOLUNTARY PCT" ; +label variable ER19486 "P86 HOW BENEFIT FIGURED" ; +label variable ER19487 "P87 WTR EMPLYR CONTRIB" ; +label variable ER19488 "P88 AMT EMPLYR CONTRIB" ; +label variable ER19489 "P88 EMPLYR AMT PER" ; +label variable ER19490 "P88 PCT EMPLYR CONTRIB" ; +label variable ER19491 "P89 AGE PENSION INCL EMPLYR CONTRIB" ; +label variable ER19492 "P90 AMT IN PENSION ACCT NOW" ; +label variable ER19493 "P90A HOW FUNDS INVESTED" ; +label variable ER19494 "P91 AMT COULD TAKE IF LEAVE EMPLYR" ; +label variable ER19495 "P91 AMT PER IF LEAVE EMPLYR" ; +label variable ER19496 "P91 PCT COULD TAKE IF LEAVE EMPLYR" ; +label variable ER19497 "P92 CKPT: TYPE PENSION" ; +label variable ER19498 "P93 BENEFIT FORMULA" ; +label variable ER19499 "P94 AGE FULL BENEFITS" ; +label variable ER19500 "P95 # YRS NEC FOR FULL BENEFITS" ; +label variable ER19501 "P96 AGE IF AGE+YRS" ; +label variable ER19502 "P96 # YRS IF AGE+YRS" ; +label variable ER19503 "P97 WTR REC PART PNSN IF RETIRE EARLY" ; +label variable ER19504 "P98 EARLY RETRMT FORMULA" ; +label variable ER19505 "P99 AGE ELIG PART BENEFITS" ; +label variable ER19506 "P100 # YRS ELIG PART BENEFITS" ; +label variable ER19507 "P101 AGE IF AGE+YRS" ; +label variable ER19508 "P101 # YRS IF AGE+YRS" ; +label variable ER19509 "P102 AGE EXPECT RECEIVE BENEFITS" ; +label variable ER19510 "P103 WTR CAN ESTIMATE BENEFIT" ; +label variable ER19511 "P104 ESTIMATED BENEFIT AMT" ; +label variable ER19512 "P104 ESTIMATED BENEFIT PER" ; +label variable ER19513 "P104 ESTIMATED BENEFIT PCT" ; +label variable ER19514 "P104 ESTIMATED LUMP SUM BENEFIT" ; +label variable ER19515 "P105 WTR BENEFICIARY" ; +label variable ER19516 "P106 AMT BENEFICIARY RECEIVES" ; +label variable ER19517 "P107 WTR PNSN LESSENED BY SOC SEC" ; +label variable ER19518 "P108 WHEN SOC SEC CHG PNSN AMT" ; +label variable ER19519 "P109 USUAL RETIRMNT AGE OF OTRS" ; +label variable ER19520 "P109 USUAL # YRS OTRS RETIRE" ; +label variable ER19521 "P110 AGE PLAN STOP WORK" ; +label variable ER19522 "P110 YR PLAN STOP WORK" ; +label variable ER19523 "P111 AGE WILL STOP WORK" ; +label variable ER19524 "P111 YR WILL STOP WORK" ; +label variable ER19525 "P112 WTR TAX-DEFER PLAN" ; +label variable ER19526 "P113 WTR EMPLYR CONTRIB" ; +label variable ER19527 "P114 AMT EMPLYR CONTRIB" ; +label variable ER19528 "P114 EMPLYR CONTRIB PER" ; +label variable ER19529 "P114 PCT EMPLYR CONTRIB" ; +label variable ER19530 "P115 WTR PNSN W/PREV EMPLYR" ; +label variable ER19531 "P116 TYPE PREV PENSION-#1" ; +label variable ER19532 "P117 ACCT AMT WHEN LEFT PREV EMPLYR-#1" ; +label variable ER19533 "P118 WHAT DID W/PREV PNSN-#1" ; +label variable ER19534 "P119 AMT NOW PREV PNSN ACCT-#1" ; +label variable ER19535 "P120 AGE REC IF ANNUITY-#1" ; +label variable ER19536 "P121 AMT PREV ANNUITY-#1" ; +label variable ER19537 "P121 PREV ANNUITY PER-#1" ; +label variable ER19538 "P122 STATUS PREV PNSN MEN1-#1" ; +label variable ER19539 "P122 STATUS PREV PNSN MEN2-#1" ; +label variable ER19540 "P122 STATUS PREV PNSN MEN3-#1" ; +label variable ER19541 "P122 STATUS PREV PNSN MEN4-#1" ; +label variable ER19542 "P122 STATUS PREV PNSN MEN5-#1" ; +label variable ER19543 "P122 STATUS PREV PNSN MEN6-#1" ; +label variable ER19544 "P123 MO REC PREV PNSN-#1" ; +label variable ER19545 "P123 YR REC PREV PNSN-#1" ; +label variable ER19546 "P124 PREV PNSN BENEFIT AMT-#1" ; +label variable ER19547 "P124 BENEFIT PER-#1" ; +label variable ER19548 "P125 WTR BENEFITS COLA-#1" ; +label variable ER19549 "P126 WTR BENEFITS EVER COLA-#1" ; +label variable ER19550 "P127 PREV PNSN CASH SETTLEMNT AMT-#1" ; +label variable ER19551 "P128 WHAT DID W/CASH MEN1-#1" ; +label variable ER19552 "P128 WHAT DID W/CASH MEN2-#1" ; +label variable ER19553 "P128 WHAT DID W/CASH MEN3-#1" ; +label variable ER19554 "P128 WHAT DID W/CASH MEN4-#1" ; +label variable ER19555 "P128 WHAT DID W/CASH MEN5-#1" ; +label variable ER19556 "P128 WHAT DID W/CASH MEN6-#1" ; +label variable ER19557 "P129 PREV PNSN IRA AMT-#1" ; +label variable ER19558 "P130 # YRS IN PREV PLAN-#1" ; +label variable ER19559 "P131 AGE EXPECT REC PREV PNSN-#1" ; +label variable ER19560 "P132 AMT EXPECT REC PREV PNSN-#1" ; +label variable ER19561 "P132 PREV PNSN PER-#1" ; +label variable ER19562 "P132 PCT EXPECT REC PREV PNSN-#1" ; +label variable ER19563 "P132 LUMP SUM EXPECT PREV PNSN-#1" ; +label variable ER19564 "P133 ACCT AMT WHEN LEFT PREV EMPLYR-#1" ; +label variable ER19565 "P134 WHAT DID W/PREV PNSN-#1" ; +label variable ER19566 "P135 ACCT AMT PREV PNSN NOW-#1" ; +label variable ER19567 "P136 AGE BEGAN REC ANNUITY-#1" ; +label variable ER19568 "P137 AMT PREV ANNUITY-#1" ; +label variable ER19569 "P137 PREV ANNUITY PER-#1" ; +label variable ER19570 "P138 AGE ELIG PREV PNSN-#1" ; +label variable ER19571 "P139 WTR SECOND PREV PENSION" ; +label variable ER19572 "P116 TYPE PREV PENSION-#2" ; +label variable ER19573 "P117 ACCT AMT WHEN LEFT PREV EMPLYR-#2" ; +label variable ER19574 "P118 WHAT DID W/PREV PNSN-#2" ; +label variable ER19575 "P119 AMT NOW PREV PNSN ACCT-#2" ; +label variable ER19576 "P120 AGE REC IF ANNUITY-#2" ; +label variable ER19577 "P121 AMT PREV ANNUITY-#2" ; +label variable ER19578 "P121 PREV ANNUITY PER-#2" ; +label variable ER19579 "P122 STATUS PREV PNSN MEN1-#2" ; +label variable ER19580 "P122 STATUS PREV PNSN MEN2-#2" ; +label variable ER19581 "P122 STATUS PREV PNSN MEN3-#2" ; +label variable ER19582 "P122 STATUS PREV PNSN MEN4-#2" ; +label variable ER19583 "P122 STATUS PREV PNSN MEN5-#2" ; +label variable ER19584 "P122 STATUS PREV PNSN MEN6-#2" ; +label variable ER19585 "P123 MO REC PREV PNSN-#2" ; +label variable ER19586 "P123 YR REC PREV PNSN-#2" ; +label variable ER19587 "P124 PREV PNSN BENEFIT AMT-#2" ; +label variable ER19588 "P124 BENEFIT PER-#2" ; +label variable ER19589 "P125 WTR BENEFITS COLA-#2" ; +label variable ER19590 "P126 WTR BENEFITS EVER COLA-#2" ; +label variable ER19591 "P127 PREV PNSN CASH SETTLEMNT AMT-#2" ; +label variable ER19592 "P128 WHAT DID W/CASH MEN1-#2" ; +label variable ER19593 "P128 WHAT DID W/CASH MEN2-#2" ; +label variable ER19594 "P128 WHAT DID W/CASH MEN3-#2" ; +label variable ER19595 "P128 WHAT DID W/CASH MEN4-#2" ; +label variable ER19596 "P128 WHAT DID W/CASH MEN5-#2" ; +label variable ER19597 "P128 WHAT DID W/CASH MEN6-#2" ; +label variable ER19598 "P129 PREV PNSN IRA AMT-#2" ; +label variable ER19599 "P130 # YRS IN PREV PLAN-#2" ; +label variable ER19600 "P131 AGE EXPECT REC PREV PNSN-#2" ; +label variable ER19601 "P132 AMT EXPECT REC PREV PNSN-#2" ; +label variable ER19602 "P132 PREV PNSN PER-#2" ; +label variable ER19603 "P132 PCT EXPECT REC PREV PNSN-#2" ; +label variable ER19604 "P132 LUMP SUM EXPECT PREV PNSN-#2" ; +label variable ER19605 "P133 ACCT AMT WHEN LEFT PREV EMPLYR-#2" ; +label variable ER19606 "P134 WHAT DID W/PREV PNSN-#2" ; +label variable ER19607 "P135 ACCT AMT PREV PNSN NOW-#2" ; +label variable ER19608 "P136 AGE BEGAN REC ANNUITY-#2" ; +label variable ER19609 "P137 AMT PREV ANNUITY-#2" ; +label variable ER19610 "P137 PREV ANNUITY PER-#2" ; +label variable ER19611 "P138 AGE ELIG PREV PNSN-#2" ; +label variable ER19612 "H1 STATUS OF HEALTH-HEAD" ; +label variable ER19613 "H1A HEALTH STATUS, BIRTH TO AGE 16" ; +label variable ER19614 "H2 LIMIT TYPE/AMT WRK H" ; +label variable ER19615 "H3 NOT DO CERTAIN WRK H" ; +label variable ER19616 "H4 LIMIT AMT WRK DO H" ; +label variable ER19617 "H5A WTR HAD STROKE" ; +label variable ER19618 "H6A # DAYS STROKE" ; +label variable ER19619 "H6A # MOS STROKE" ; +label variable ER19620 "H6A # WKS STROKE" ; +label variable ER19621 "H6A # YRS STROKE" ; +label variable ER19622 "H7A LIMIT DAILY ACTIVITY" ; +label variable ER19623 "H5B WTR HIGH BLOOD PRESSURE" ; +label variable ER19624 "H6B # DAYS HIGH BLOOD PRESSURE" ; +label variable ER19625 "H6B # MOS HIGH BLOOD PRESSURE" ; +label variable ER19626 "H6B # WKS HIGH BLOOD PRESSURE" ; +label variable ER19627 "H6B # YRS HIGH BLOOD PRESSURE" ; +label variable ER19628 "H7B LIMIT DAILY ACTIVITY" ; +label variable ER19629 "H5C WTR DIABETES" ; +label variable ER19630 "H6C # DAYS DIABETES" ; +label variable ER19631 "H6C # MOS DIABETES" ; +label variable ER19632 "H6C # WKS DIABETES" ; +label variable ER19633 "H6C # YRS DIABETES" ; +label variable ER19634 "H7C LIMIT DAILY ACTIVITY" ; +label variable ER19635 "H5D WTR CANCER" ; +label variable ER19636 "H6D # DAYS CANCER" ; +label variable ER19637 "H6D # MOS CANCER" ; +label variable ER19638 "H6D # WKS CANCER" ; +label variable ER19639 "H6D # YRS CANCER" ; +label variable ER19640 "H7D LIMIT DAILY ACTIVITY" ; +label variable ER19641 "H5E WTR LUNG DISEASE" ; +label variable ER19642 "H6E # DAYS LUNG DISEASE" ; +label variable ER19643 "H6E # MOS LUNG DISEASE" ; +label variable ER19644 "H6E # WKS LUNG DISEASE" ; +label variable ER19645 "H6E # YRS LUNG DISEASE" ; +label variable ER19646 "H7E LIMIT DAILY ACTIVITY" ; +label variable ER19647 "H5F WTR HEART ATTACK" ; +label variable ER19648 "H6F # DAYS HEART ATTACK" ; +label variable ER19649 "H6F # MOS HEART ATTACK" ; +label variable ER19650 "H6F # WKS HEART ATTACK" ; +label variable ER19651 "H6F # YRS HEART ATTACK" ; +label variable ER19652 "H7F LIMIT DAILY ACTIVITY" ; +label variable ER19653 "H5G WTR HEART DISEASE" ; +label variable ER19654 "H6G # DAYS HEART DISEASE" ; +label variable ER19655 "H6G # MOS HEART DISEASE" ; +label variable ER19656 "H6G # WKS HEART DISEASE" ; +label variable ER19657 "H6G # YRS HEART DISEASE" ; +label variable ER19658 "H7G LIMIT DAILY ACTIVITY" ; +label variable ER19659 "H5H WTR EMOTIONAL PROB" ; +label variable ER19660 "H6H # DAYS EMOTIONAL PR" ; +label variable ER19661 "H6H # MOS EMOTIONAL PROB" ; +label variable ER19662 "H6H # WKS EMOTIONAL PROB" ; +label variable ER19663 "H6H # YRS EMOTIONAL PROB" ; +label variable ER19664 "H7H LIMIT DAILY ACTIVITY" ; +label variable ER19665 "H5I WTR ARTHRITIS" ; +label variable ER19666 "H6I # DAYS ARTHRITIS" ; +label variable ER19667 "H6I # MOS ARTHRITIS" ; +label variable ER19668 "H6I # WKS ARTHRITIS" ; +label variable ER19669 "H6I # YRS ARTHRITIS" ; +label variable ER19670 "H7I LIMIT DAILY ACTIVITY" ; +label variable ER19671 "H5J WTR ASTHMA" ; +label variable ER19672 "H6J # DAYS ASTHMA" ; +label variable ER19673 "H6J # MOS ASTHMA" ; +label variable ER19674 "H6J # WKS ASTHMA" ; +label variable ER19675 "H6J # YRS ASTHMA" ; +label variable ER19676 "H7J LIMIT DAILY ACTIVITY" ; +label variable ER19677 "H5K WTR MENTAL LOSS" ; +label variable ER19678 "H6K # DAYS MENTAL LOSS" ; +label variable ER19679 "H6K # MOS MENTAL LOSS" ; +label variable ER19680 "H6K # WKS MENTAL LOSS" ; +label variable ER19681 "H6K # YRS MENTAL LOSS" ; +label variable ER19682 "H7K LIMIT DAILY ACTIVITY" ; +label variable ER19683 "H5L WTR LEARNING DISORDER" ; +label variable ER19684 "H6L # DAYS LEARNING DISORDER" ; +label variable ER19685 "H6L # MOS LEARNING DISORDER" ; +label variable ER19686 "H6L # WKS LEARNING DISORDER" ; +label variable ER19687 "H6L # YRS LEARNING DISORDER" ; +label variable ER19688 "H7L LIMIT DAILY ACTIVITY" ; +label variable ER19689 "H8 CKPT: WTR 55 OR OLDER" ; +label variable ER19690 "H9A WTR PROBLEM BATHING" ; +label variable ER19691 "H10A WTR SOMEONE HELPS" ; +label variable ER19692 "H9B WTR PROBLEM DRESSING" ; +label variable ER19693 "H10B WTR SOMEONE HELPS" ; +label variable ER19694 "H9C WTR PROBLEM EATING" ; +label variable ER19695 "H10C WTR SOMEONE HELPS" ; +label variable ER19696 "H9D WTR PROB GETTING IN/OUT BED/CHAIR" ; +label variable ER19697 "H10D WTR SOMEONE HELPS" ; +label variable ER19698 "H9E WTR PROBLEM WALKING" ; +label variable ER19699 "H10E WTR SOMEONE HELPS" ; +label variable ER19700 "H9F WTR PROBLEM GETTING OUTSIDE" ; +label variable ER19701 "H10F WTR SOMEONE HELPS" ; +label variable ER19702 "H9G WTR PROBLEM USE/GET TO TOILET" ; +label variable ER19703 "H10G WTR SOMEONE HELPS" ; +label variable ER19704 "H11 FREQ OF LIGHT PHYSICAL ACTIVITY" ; +label variable ER19705 "H11 LIGHT PHYSICAL ACTIVITY PER" ; +label variable ER19706 "H12 FREQ OF HEAVY PHYSICAL ACTIVITY" ; +label variable ER19707 "H12 HEAVY PHYSICAL ACTIVITY PER" ; +label variable ER19708 "H13 WTR SMOKE CIGARETTES" ; +label variable ER19709 "H14 # CIGARETTES PER DAY" ; +label variable ER19710 "H15 AGE WHEN FIRST SMOKED" ; +label variable ER19711 "H16 WTR EVER SMOKED CIGARETTES" ; +label variable ER19712 "H17 # CIGARETTES PER DAY" ; +label variable ER19713 "H18 AGE LAST SMOKED REGULARLY" ; +label variable ER19714 "H19 AGE FIRST SMOKED REGULARLY" ; +label variable ER19715 "H20 WTR DRINK ALCOHOL" ; +label variable ER19716 "H21 # ALCOHOLIC DRINKS PER DAY" ; +label variable ER19717 "H22 WEIGHT" ; +label variable ER19718 "H23 HEIGHT-FEET" ; +label variable ER19719 "H23 HEIGHT-INCHES" ; +label variable ER19720 "H25 STATUS OF HEALTH" ; +label variable ER19721 "H25A HEALTH STATUS, BIRTH TO AGE 16" ; +label variable ER19722 "H26 WTR TYPE/AMT WORK LIMITED" ; +label variable ER19723 "H27 WTR UNABLE TO DO SOME TYPES WORK" ; +label variable ER19724 "H28 WTR LIMITED IN WORK CAN DO" ; +label variable ER19725 "H29A WTR HAD STROKE" ; +label variable ER19726 "H30A # DAYS STROKE" ; +label variable ER19727 "H30A # MOS STROKE" ; +label variable ER19728 "H30A # WKS STROKE" ; +label variable ER19729 "H30A # YRS STROKE" ; +label variable ER19730 "H31A LIMIT DAILY ACTIVITY" ; +label variable ER19731 "H29B WTR HIGH BLOOD PRESSURE" ; +label variable ER19732 "H30B # DAYS HIGH BLOOD PRESSURE" ; +label variable ER19733 "H30B # MOS HIGH BLOOD PRESSURE" ; +label variable ER19734 "H30B # WKS HIGH BLOOD PRESSURE" ; +label variable ER19735 "H30B # YRS HIGH BLOOD PRESSURE" ; +label variable ER19736 "H31B LIMIT DAILY ACTIVITY" ; +label variable ER19737 "H29C WTR DIABETES" ; +label variable ER19738 "H30C # DAYS DIABETES" ; +label variable ER19739 "H30C # MOS DIABETES" ; +label variable ER19740 "H30C # WKS DIABETES" ; +label variable ER19741 "H30C # YRS DIABETES" ; +label variable ER19742 "H31C LIMIT DAILY ACTIVITY" ; +label variable ER19743 "H29D WTR CANCER" ; +label variable ER19744 "H30D # DAYS CANCER" ; +label variable ER19745 "H30D # MOS CANCER" ; +label variable ER19746 "H30D # WKS CANCER" ; +label variable ER19747 "H30D # YRS CANCER" ; +label variable ER19748 "H31D LIMIT DAILY ACTIVITY" ; +label variable ER19749 "H29E WTR LUNG DISEASE" ; +label variable ER19750 "H30E # DAYS LUNG DISEASE" ; +label variable ER19751 "H30E # MOS LUNG DISEASE" ; +label variable ER19752 "H30E # WKS LUNG DISEASE" ; +label variable ER19753 "H30E # YRS LUNG DISEASE" ; +label variable ER19754 "H31E LIMIT DAILY ACTIVITY" ; +label variable ER19755 "H29F WTR HEART ATTACK" ; +label variable ER19756 "H30F # DAYS HEART ATTACK" ; +label variable ER19757 "H30F # MOS HEART ATTACK" ; +label variable ER19758 "H30F # WKS HEART ATTACK" ; +label variable ER19759 "H30F # YRS HEART ATTACK" ; +label variable ER19760 "H31F LIMIT DAILY ACTIVITY" ; +label variable ER19761 "H29G WTR HEART DISEASE" ; +label variable ER19762 "H30G # DAYS HEART DISEASE" ; +label variable ER19763 "H30G # MOS HEART DISEASE" ; +label variable ER19764 "H30G # WKS HEART DISEASE" ; +label variable ER19765 "H30G # YRS HEART DISEASE" ; +label variable ER19766 "H31G LIMIT DAILY ACTIVITY" ; +label variable ER19767 "H29H WTR EMOTIONAL PROB" ; +label variable ER19768 "H30H # DAYS EMOTIONAL PR" ; +label variable ER19769 "H30H # MOS EMOTIONAL PROB" ; +label variable ER19770 "H30H # WKS EMOTIONAL PROB" ; +label variable ER19771 "H30H # YRS EMOTIONAL PROB" ; +label variable ER19772 "H31H LIMIT DAILY ACTIVITY" ; +label variable ER19773 "H29I WTR ARTHRITIS" ; +label variable ER19774 "H30I # DAYS ARTHRITIS" ; +label variable ER19775 "H30I # MOS ARTHRITIS" ; +label variable ER19776 "H30I # WKS ARTHRITIS" ; +label variable ER19777 "H30I # YRS ARTHRITIS" ; +label variable ER19778 "H31I LIMIT DAILY ACTIVITY" ; +label variable ER19779 "H29J WTR ASTHMA" ; +label variable ER19780 "H30J # DAYS ASTHMA" ; +label variable ER19781 "H30J # MOS ASTHMA" ; +label variable ER19782 "H30J # WKS ASTHMA" ; +label variable ER19783 "H30J # YRS ASTHMA" ; +label variable ER19784 "H31J LIMIT DAILY ACTIVITY" ; +label variable ER19785 "H29K WTR MENTAL LOSS" ; +label variable ER19786 "H30K # DAYS MENTAL LOSS" ; +label variable ER19787 "H30K # MOS MENTAL LOSS" ; +label variable ER19788 "H30K # WKS MENTAL LOSS" ; +label variable ER19789 "H30K # YRS MENTAL LOSS" ; +label variable ER19790 "H31K LIMIT DAILY ACTIVITY" ; +label variable ER19791 "H29L WTR LEARNING DISORDER" ; +label variable ER19792 "H30L # DAYS LEARNING DISORDER" ; +label variable ER19793 "H30L # MOS LEARNING DISORDER" ; +label variable ER19794 "H30L # WKS LEARNING DISORDER" ; +label variable ER19795 "H30L # YRS LEARNING DISORDER" ; +label variable ER19796 "H31L LIMIT DAILY ACTIVITY" ; +label variable ER19797 "H32 CKPT: WTR 55 OR OLDER" ; +label variable ER19798 "H33A WTR PROBLEM BATHING" ; +label variable ER19799 "H34A WTR SOMEONE HELPS" ; +label variable ER19800 "H33B WTR PROBLEM DRESSING" ; +label variable ER19801 "H34B WTR SOMEONE HELPS" ; +label variable ER19802 "H33 WTR PROBLEM EATING" ; +label variable ER19803 "H34C WTR SOMEONE HELPS" ; +label variable ER19804 "H33D WTR PROB GETTING IN/OUT BED/CHAIR" ; +label variable ER19805 "H34D WTR SOMEONE HELPS" ; +label variable ER19806 "H33E WTR PROBLEM WALKING" ; +label variable ER19807 "H34E WTR SOMEONE HELPS" ; +label variable ER19808 "H33F WTR PROBLEM GETTING OUTSIDE" ; +label variable ER19809 "H34F WTR SOMEONE HELPS" ; +label variable ER19810 "H33G WTR PROBLEM USE/GET TO TOILET" ; +label variable ER19811 "H34G WTR SOMEONE HELPS" ; +label variable ER19812 "H35 FREQ OF LIGHT PHYSICAL ACTIVITY" ; +label variable ER19813 "H35 LIGHT PHYSICAL ACTIVITY PER" ; +label variable ER19814 "H36 FREQ OF HEAVY PHYSICAL ACTIVITY" ; +label variable ER19815 "H36 HEAVY PHYSICAL ACTIVITY PER" ; +label variable ER19816 "H37 WTR SMOKE CIGARETTES" ; +label variable ER19817 "H38 # CIGARETTES PER DAY" ; +label variable ER19818 "H39 AGE WHEN FIRST SMOKED" ; +label variable ER19819 "H40 WTR EVER SMOKED CIGARETTES" ; +label variable ER19820 "H41 # CIGARETTES PER DAY" ; +label variable ER19821 "H42 AGE LAST SMOKED REGULARLY" ; +label variable ER19822 "H43 AGE FIRST SMOKED REGULARLY" ; +label variable ER19823 "H44 WTR DRINK ALCOHOL" ; +label variable ER19824 "H45 # ALCOHOLIC DRINKS PER DAY" ; +label variable ER19825 "H46 WEIGHT" ; +label variable ER19826 "H47 HEIGHT-FEET" ; +label variable ER19827 "H47 HEIGHT-INCHES" ; +label variable ER19828 "H59A SADNESS IN PAST 30 DAYS" ; +label variable ER19829 "H59B NERVOUS IN PAST 30 DAYS" ; +label variable ER19830 "H59C RESTLESS IN PAST 30 DAYS" ; +label variable ER19831 "H59D HOPELESS IN PAST 30 DAYS" ; +label variable ER19832 "H59E EVERYTHING EFFORT IN PAST 30 DAYS" ; +label variable ER19833 "H59F WORTHLESS IN PAST 30 DAYS" ; +label variable ER19833A "K-6 NON-SPEC PSYCHOL DISTRESS SCALE" ; +label variable ER19834 "H59G MORE/LESS OFTEN THAN USUAL" ; +label variable ER19835 "H59H LOT/SOMEWHAT/LITTLE MORE THAN USUAL" ; +label variable ER19836 "H59I LOT/SOMEWHAT/LITTLE LESS THAN USUAL" ; +label variable ER19837 "H59J HOW MUCH FEELINGS INTERFERE W/LIFE" ; +label variable ER19838 "H59K NUMBER OF DAYS UNABLE TO WORK" ; +label variable ER19839 "H59L NUMBER OF DAYS REDUCED WORK" ; +label variable ER19840 "H60 WTR FU MEMBER W/HLTH INS LAST 2 YRS" ; +label variable ER19841 "H63 TOTAL PAID FOR HLTH INS LAST 2 YRS" ; +label variable ER19842 "H64 TOTAL HOSPITAL/NURSNG HOME EXPENSES" ; +label variable ER19843 "H65 WTR TOTAL EXPENSE GE 10,000" ; +label variable ER19844 "H66 WTR TOTAL EXPENSE GE 20,000" ; +label variable ER19845 "H67 WTR TOTAL EXPENSE GE 50,000" ; +label variable ER19846 "H68 WTR TOTAL EXPENSE GE 5,000" ; +label variable ER19847 "H69 WTR TOTAL EXPENSE GE 500" ; +label variable ER19848 "H70 TOT DR/OUTPT SURGRY/DENTAL EXPENSES" ; +label variable ER19849 "H71 WTR TOTAL EXPENSE GE 1,000" ; +label variable ER19850 "H72 WTR TOTAL EXPENSE GE 5,000" ; +label variable ER19851 "H73 WTR TOTAL EXPENSE GE 20,000" ; +label variable ER19852 "H74 WTR TOTAL EXPENSE GE 500" ; +label variable ER19853 "H75 WTR TOTAL EXPENSE GE 200" ; +label variable ER19854 "H76 TOTAL PRESCRIPTN/OTR SVCS EXPENSES" ; +label variable ER19855 "H77 WTR TOTAL EXPENSE GE 5,000" ; +label variable ER19856 "H78 WTR TOTAL EXPENSE GE 10,000" ; +label variable ER19857 "H79 WTR TOTAL EXPENSE GE 20,000" ; +label variable ER19858 "H80 WTR TOTAL EXPENSE GE 1,000" ; +label variable ER19859 "H81 WTR TOTAL EXPENSE GE 500" ; +label variable ER19860 "H82 TOTAL COST ALL MEDICAL CARE" ; +label variable ER19861 "H83 WTR TOTAL COST GE 25,000" ; +label variable ER19862 "H84 WTR TOTAL COST GE 100,000" ; +label variable ER19863 "H85 WTR TOTAL COST GE 500,000" ; +label variable ER19864 "H86 WTR TOTAL COST GE 5,000" ; +label variable ER19865 "H87 WTR TOTAL COST GE 1,000" ; +label variable ER19866 "K1 CKPT: WTR WIFE" ; +label variable ER19867 "K2/67 ST FATHER BORN-WF" ; +label variable ER19868 "K3/68 ST FTH GREW UP-WF" ; +label variable ER19869 "K4/69 FTH EDUC IN US-WF" ; +label variable ER19870 "K5/70 EDUC OF FTHR US-WF" ; +label variable ER19871 "K6/71 FTHR READ/WRITE-WF" ; +label variable ER19872 "K7/72 CKPT FTH ED OUT US" ; +label variable ER19873 "K8/73 YRS ED FTHR OUT US" ; +label variable ER19874 "K10-10A OCCUPATION OF FATHER" ; +label variable ER19875 "K11 INDUSTRY OF FATHER" ; +label variable ER19876 "K12/77 ST MOTHER BORN-WF" ; +label variable ER19877 "K13/78 ST MTHR GREW UP-W" ; +label variable ER19878 "K14/79 MTHR EDUC IN US-W" ; +label variable ER19879 "K15/80 ED OF MTH IN US-W" ; +label variable ER19880 "K16/81 MTH READ/WRITE-WF" ; +label variable ER19881 "K17/82 CKP MTH ED OUT US" ; +label variable ER19882 "K18/83 YRS ED MTH OUT" ; +label variable ER19883 "K20-20A OCCUPATION OF MOTHER" ; +label variable ER19884 "K21 INDUSTRY OF MOTHER" ; +label variable ER19885 "K22 WHETHER BROTHERS WF" ; +label variable ER19886 "K23 # BROTHERS WIFE" ; +label variable ER19887 "K24 ONLY BRO STILL ALIVE" ; +label variable ER19888 "K25 ONLY BRO OLDR THAN W" ; +label variable ER19889 "K26 # BRO STILL ALIVE" ; +label variable ER19890 "K27 ANY BRO OLDR THAN WF" ; +label variable ER19891 "K28 WHETHER SISTERS WF" ; +label variable ER19892 "K29 # SISTERS WIFE" ; +label variable ER19893 "K30 ONLY SIS STILL ALIVE" ; +label variable ER19894 "K31 ONLY SIS OLDR THAN W" ; +label variable ER19895 "K32 # SIS STILL ALIVE WF" ; +label variable ER19896 "K33 ANY SIS OLDR THAN WF" ; +label variable ER19897 "K34/87 RACE OF WIFE 1" ; +label variable ER19898 "K34/87 RACE OF WIFE 2" ; +label variable ER19899 "K34/87 RACE OF WIFE 3" ; +label variable ER19900 "K34/87 RACE OF WIFE 4" ; +label variable ER19901 "K34A PRIMARY ETHNIC GROUP" ; +label variable ER19902 "K34A 2ND PRIMARY ETHNIC GROUP MEN 1" ; +label variable ER19903 "K34A 2ND PRIMARY ETHNIC GROUP MEN 2" ; +label variable ER19904 "K35 WTR IN MILIT SERV WF" ; +label variable ER19905 "K36 WTR WIFE EDUC IN US" ; +label variable ER19906 "K37 WTR GRADUATED HS WF" ; +label variable ER19907 "K38 MO GRADUATED HS WF" ; +label variable ER19908 "K38 YR GRADUATED HS WF" ; +label variable ER19909 "K39 GRADE LEVEL IF GED-W" ; +label variable ER19910 "K40 MO LAST IN SCH-GED-W" ; +label variable ER19911 "K40 YR LAST IN SCH GED-W" ; +label variable ER19912 "K41 MO RECEIVED GED-WF" ; +label variable ER19913 "K41 YR RECEIVED GED-WF" ; +label variable ER19914 "K42 GRD OF SCH FINISH-W" ; +label variable ER19915 "K43 MO LAST IN SCH-WF" ; +label variable ER19916 "K43 YR LAST IN SCH-WF" ; +label variable ER19917 "K44 WTR ATTEND COLLEGE" ; +label variable ER19918 "K45 MO LAST ATTEND COLL" ; +label variable ER19919 "K45 YR LAST ATTEND COLL" ; +label variable ER19920 "K46 HGHST YR COLL COMP" ; +label variable ER19921 "K47 WTR RECD COLL DEG-W" ; +label variable ER19922 "K48 HGHST COLL DEG REC-W" ; +label variable ER19923 "K51 MO RECD COLL DEG-W" ; +label variable ER19924 "K51 YR RECD COLL DEG-W" ; +label variable ER19925 "K53/90 YRS SCHL OUT US" ; +label variable ER19926 "K55 WTR REC OTR DEG/CER" ; +label variable ER19927 "K56 TYPE OTR DEG/CERT 1" ; +label variable ER19928 "K57 FIELD OTR DEG/CERT 1" ; +label variable ER19929 "K58 INST/ORG DEG/CERT 1" ; +label variable ER19930 "K59 MO RECD DEG/CERT 1" ; +label variable ER19931 "K59 YR RECD DEG/CERT 1" ; +label variable ER19932 "K60 OTHER TRAINING 1" ; +label variable ER19933 "K56 TYPE OTR DEG/CERT 2" ; +label variable ER19934 "K57 FIELD OTR DEG/CERT 2" ; +label variable ER19935 "K58 INST/ORG DEG/CERT 2" ; +label variable ER19936 "K59 MO RECD DEG/CERT 2" ; +label variable ER19937 "K59 YR RECD DEG/CERT 2" ; +label variable ER19938 "K60 OTHER TRAINING 2" ; +label variable ER19939 "K56 TYPE OTR DEG/CERT 3" ; +label variable ER19940 "K57 FIELD OTR DEG/CERT 3" ; +label variable ER19941 "K58 INST/ORG DEG/CERT 3" ; +label variable ER19942 "K59 MO RECD DEG/CERT 3" ; +label variable ER19943 "K59 YR RECD DEG/CERT 3" ; +label variable ER19944 "K60 OTHER TRAINING 3" ; +label variable ER19945 "K61 RELIGIOUS PREF-WF" ; +label variable ER19946 "K62 RELIG DENOMINTN-WF" ; +label variable ER19947 "K63 #YRS WRKD SINCE 18-W" ; +label variable ER19948 "K64 #YR WRKED FULLTIME-W" ; +label variable ER19949 "K65-65A OCCUPATION 1ST FULL-TIME JOB" ; +label variable ER19950 "K66 INDUSTRY 1ST FULL-TIME JOB" ; +label variable ER19951 "L1 CKPT: WTR NEW HEAD" ; +label variable ER19952 "L2/75 ST FATHER BORN-HD" ; +label variable ER19953 "L3/76 ST FTH GREW UP-HD" ; +label variable ER19954 "L4/77 FTH EDUC IN US-HD" ; +label variable ER19955 "L5/78 EDUC OF FTHR US-HD" ; +label variable ER19956 "L6/79 FTHR READ/WRITE-HD" ; +label variable ER19957 "L7/80 CKPT FTH ED OUT US" ; +label variable ER19958 "L8/81 YRS ED FTHR OUT US" ; +label variable ER19959 "L10-10A OCCUPATION OF FATHER" ; +label variable ER19960 "L11 INDUSTRY OF FATHER" ; +label variable ER19961 "L12/85 ST MOTHER BORN-HD" ; +label variable ER19962 "L13/86 ST MTHR GREW UP-H" ; +label variable ER19963 "L14/87 MTHR EDUC IN US-H" ; +label variable ER19964 "L15/88 ED OF MTH IN US-H" ; +label variable ER19965 "L16/89 MTH READ/WRITE-HD" ; +label variable ER19966 "L17/90 CKP MTH ED OUT US" ; +label variable ER19967 "L18/91 YRS ED MTH OUT" ; +label variable ER19968 "L20-20A OCCUPATION OF MOTHER" ; +label variable ER19969 "L21 INDUSTRY OF MOTHER" ; +label variable ER19970 "L22 WHETHER BROTHERS HD" ; +label variable ER19971 "L23 # BROTHERS HEAD" ; +label variable ER19972 "L24 ONLY BRO STILL ALIVE" ; +label variable ER19973 "L25 ONLY BRO OLDR THAN H" ; +label variable ER19974 "L26 # BRO STILL ALIVE" ; +label variable ER19975 "L27 ANY BRO OLDR THAN HD" ; +label variable ER19976 "L28 WHETHER SISTERS HD" ; +label variable ER19977 "L29 # SISTERS HEAD" ; +label variable ER19978 "L30 ONLY SIS STILL ALIVE" ; +label variable ER19979 "L31 ONLY SIS OLDR THAN H" ; +label variable ER19980 "L32 # SIS STILL ALIVE HD" ; +label variable ER19981 "L33 ANY SIS OLDR THAN HD" ; +label variable ER19982 "L34 GREW UP FARM OR? HD" ; +label variable ER19983 "L34 STATE HD GREW UP" ; +label variable ER19984 "L35 EVER LIVE OTHER ST" ; +label variable ER19985 "L36 EVER MOVE FOR JOB?" ; +label variable ER19986 "L37 NOT MOVED FOR JOB?" ; +label variable ER19987 "L38 PARENTS POOR OR? HD" ; +label variable ER19988 "L39 LIVE W/BOTH PARENTS" ; +label variable ER19989 "L40/95 RACE OF HEAD 1" ; +label variable ER19990 "L40/95 RACE OF HEAD 2" ; +label variable ER19991 "L40/95 RACE OF HEAD 3" ; +label variable ER19992 "L40/95 RACE OF HEAD 4" ; +label variable ER19993 "L41 PRIMARY ETHNIC GROUP" ; +label variable ER19994 "L41 2ND PRIMARY ETHNIC GROUP MEN 1" ; +label variable ER19995 "L41 2ND PRIMARY ETHNIC GROUP MEN 2" ; +label variable ER19996 "L42 WTR IN MILIT SERV-HD" ; +label variable ER19997 "L43 WTR HEAD EDUC IN US" ; +label variable ER19998 "L44 WTR GRADUATED HS HD" ; +label variable ER19999 "L45 MO GRADUATED HS HD" ; +label variable ER20000 "L45 YR GRADUATED HS HD" ; +label variable ER20001 "L46 GRADE LEVEL IF GED-H" ; +label variable ER20002 "L47 MO LAST IN SCH-GED-H" ; +label variable ER20003 "L47 YR LAST IN SCH GED-H" ; +label variable ER20004 "L48 MO RECEIVED GED-HD" ; +label variable ER20005 "L48 YR RECEIVED GED-HD" ; +label variable ER20006 "L49 GRD OF SCH FINISH-HD" ; +label variable ER20007 "L50 MO LAST IN SCHL-HD" ; +label variable ER20008 "L50 YR LAST IN SCHL-HD" ; +label variable ER20009 "L51 WTR ATTEND COLLEGE" ; +label variable ER20010 "L52 MO LAST ATTEND COLL" ; +label variable ER20011 "L52 YR LAST ATTEND COLL" ; +label variable ER20012 "L53 HGHST YR COLL COMP" ; +label variable ER20013 "L54 WTR RECD COLL DEG-HD" ; +label variable ER20014 "L55 HGHST COLL DEG REC-H" ; +label variable ER20015 "L58 MO RECD COLL DEG-HD" ; +label variable ER20016 "L58 YR RECD COLL DEG-HD" ; +label variable ER20017 "L60/98 YRS SCHL OUT US" ; +label variable ER20018 "L61/99 HGHST DEG OUT US" ; +label variable ER20019 "L62 WTR REC OTR DEG/CER" ; +label variable ER20020 "L63 TYPE OTR DEG/CERT 1" ; +label variable ER20021 "L64 FIELD OTR DEG/CERT 1" ; +label variable ER20022 "L65 INST/ORG DEG/CERT 1" ; +label variable ER20023 "L66 MO RECD DEG/CERT 1" ; +label variable ER20024 "L66 YR RECD DEG/CERT 1" ; +label variable ER20025 "L67 OTHER TRAINING 1" ; +label variable ER20026 "L63 TYPE OTR DEG/CERT 2" ; +label variable ER20027 "L64 FIELD OTR DEG/CERT 2" ; +label variable ER20028 "L65 INST/ORG DEG/CERT 2" ; +label variable ER20029 "L66 MO RECD DEG/CERT 2" ; +label variable ER20030 "L66 YR RECD DEG/CERT 2" ; +label variable ER20031 "L67 OTHER TRAINING 2" ; +label variable ER20032 "L63 TYPE OTR DEG/CERT 3" ; +label variable ER20033 "L64 FIELD OTR DEG/CERT 3" ; +label variable ER20034 "L65 INST/ORG DEG/CERT 3" ; +label variable ER20035 "L66 MO RECD DEG/CERT 3" ; +label variable ER20036 "L66 YR RECD DEG/CERT 3" ; +label variable ER20037 "L67 OTHER TRAINING 3" ; +label variable ER20038 "L68 RELIGIOUS PREF-HD" ; +label variable ER20039 "L69 RELIG DENOMINTN-HD" ; +label variable ER20040 "L70 #YRS WRKD SINCE 18-H" ; +label variable ER20041 "L71 #YR WRKED FULLTIME-H" ; +label variable ER20042 "L72-72A OCCUPATION 1ST FULL-TIME JOB" ; +label variable ER20043 "L73 INDUSTRY 1ST FULL-TIME JOB" ; +label variable ER20044 "L74 # DIFF JOBS OR? HD" ; +label variable ER20045 "T1 WTR DONATION>25 TO CHARITY LAST YEAR" ; +label variable ER20046 "T2 WTR DONATED TO RELIGIOUS ORGANIZATION" ; +label variable ER20047 "T2A DOLLAR AMT OF RELIGIOUS DONATIONS" ; +label variable ER20048 "T2B WTR RELIGIOUS DONATIONS GE 300" ; +label variable ER20049 "T2C WTR RELIGIOUS DONATIONS GE 1,000" ; +label variable ER20050 "T2D WTR RELIGIOUS DONATIONS GE 2,500" ; +label variable ER20051 "T2E WTR RELIGIOUS DONATIONS GE 100" ; +label variable ER20052 "T3 WTR DONATD TO COMBO PURPOSE ORGANIZTN" ; +label variable ER20053 "T3A DOLLAR AMT OF COMBO DONATIONS" ; +label variable ER20054 "T3B WTR COMBO DONATIONS GE 200" ; +label variable ER20055 "T3C WTR COMBO DONATIONS GE 500" ; +label variable ER20056 "T3D WTR COMBO DONATIONS GE 1,000" ; +label variable ER20057 "T3E WTR COMBO DONATIONS GE 100" ; +label variable ER20058 "T4 WTR DONATED TO ORGANIZATION FOR NEEDY" ; +label variable ER20059 "T4A DOLLAR AMT OF NEEDY DONATIONS" ; +label variable ER20060 "T4B WTR NEEDY DONATIONS GE 200" ; +label variable ER20061 "T4C WTR NEEDY DONATIONS GE 500" ; +label variable ER20062 "T4D WTR NEEDY DONATIONS GE 1,000" ; +label variable ER20063 "T4E WTR NEEDY DONATIONS GE 100" ; +label variable ER20064 "T5 WTR DONATED TO ORGANIZATN FOR HEALTH" ; +label variable ER20065 "T5A DOLLAR AMT OF HEALTH DONATIONS" ; +label variable ER20066 "T5B WTR HEALTH DONATIONS GE 200" ; +label variable ER20067 "T5C WTR HEALTH DONATIONS GE 500" ; +label variable ER20068 "T5D WTR HEALTH DONATIONS GE 1,000" ; +label variable ER20069 "T5E WTR HEALTH DONATIONS GE 100" ; +label variable ER20070 "T6 WTR DONATED TO ORGANZTION FOR EDUCATN" ; +label variable ER20071 "T6A DOLLAR AMT OF EDUCATION DONATIONS" ; +label variable ER20072 "T6B WTR EDUCATION DONATIONS GE 200" ; +label variable ER20073 "T6C WTR EDUCATION DONATIONS GE 500" ; +label variable ER20074 "T6D WTR EDUCATION DONATIONS GE 1,000" ; +label variable ER20075 "T6E WTR EDUCATION DONATIONS GE 100" ; +label variable ER20076 "T7A WTR DONATED TO YOUTH/FAMILY ORGANZTN" ; +label variable ER20077 "T7B WTR DONATD TO ARTS/CULTR/ETHNIC ASSN" ; +label variable ER20078 "T7C WTR DONATD TO NEIGHBORHOOD/COMMUNITY" ; +label variable ER20079 "T7D WTR DONATED TO ENVIRONMENTAL ORG" ; +label variable ER20080 "T7E WTR DONATD TO INTRNAT AID/WRLD PEACE" ; +label variable ER20081 "T7F WTR DONATED TO OTHER CHARITY" ; +label variable ER20081A "T7G MAIN PURPOSE/CAUSE OF ORGANIZATION" ; +label variable ER20082 "T7A-F CHECKPOINT" ; +label variable ER20083 "T7H AMT DONATED TO ORGS IN T7A-F" ; +label variable ER20084 "T7I WTR T7A-F DONATIONS GE 200" ; +label variable ER20085 "T7J WTR T7A-F DONATIONS GE 500" ; +label variable ER20086 "T7K WTR T7A-F DONATIONS GE 1,000" ; +label variable ER20087 "T7L WTR T7A-F DONATIONS GE 100" ; +label variable ER20088 "T8 WTR DID VOLUNTEER WORK LAST YEAR-HD" ; +label variable ER20089 "T8A VOLUNTEER HOURS LAST YEAR-HD" ; +label variable ER20090 "T8B WTR VOLUNTEER HOURS GE 100-HD" ; +label variable ER20091 "T8C WTR VOLUNTEER HOURS GE 200-HD" ; +label variable ER20092 "T8D WTR VOLUNTEER HOURS GE 400-HD" ; +label variable ER20093 "T8E WTR VOLUNTEER HOURS GE 50-HD" ; +label variable ER20094 "T9 NUMBER OF HOURS HELPED NEEDY-HD" ; +label variable ER20095 "T9 PERCENT OF HOURS HELPED NEEDY-HD" ; +label variable ER20096 "T10 WTR DID VOLUNTEER WORK LAST YEAR-WF" ; +label variable ER20097 "T10A VOLUNTEER HOURS LAST YEAR-WF" ; +label variable ER20098 "T10B WTR VOLUNTEER HOURS GE 100-WF" ; +label variable ER20099 "T10C WTR VOLUNTEER HOURS GE 200-WF" ; +label variable ER20100 "T10D WTR VOLUNTEER HOURS GE 400-WF" ; +label variable ER20101 "T10E WTR VOLUNTEER HOURS GE 50-WF" ; +label variable ER20102 "T11 NUMBER OF HOURS HELPED NEEDY-WF" ; +label variable ER20103 "T11 PERCENT OF HOURS HELPED NEEDY-WF" ; +label variable ER20104 "R1 WTR RECD ST/LOCL WELFARE YR B4 LAST" ; +label variable ER20105 "R7 WTR RECEIVED SSI YR BEFORE LAST" ; +label variable ER20106 "R9 TOTAL AMT SSI" ; +label variable ER20107 "R9 MONTHLY AMT SSI" ; +label variable ER20108 "R10 WTR RECEIVED SSI JAN YR BEFORE LAST" ; +label variable ER20109 "R10 WTR RECEIVED SSI FEB YR BEFORE LAST" ; +label variable ER20110 "R10 WTR RECEIVED SSI MAR YR BEFORE LAST" ; +label variable ER20111 "R10 WTR RECEIVED SSI APR YR BEFORE LAST" ; +label variable ER20112 "R10 WTR RECEIVED SSI MAY YR BEFORE LAST" ; +label variable ER20113 "R10 WTR RECEIVED SSI JUN YR BEFORE LAST" ; +label variable ER20114 "R10 WTR RECEIVED SSI JUL YR BEFORE LAST" ; +label variable ER20115 "R10 WTR RECEIVED SSI AUG YR BEFORE LAST" ; +label variable ER20116 "R10 WTR RECEIVED SSI SEP YR BEFORE LAST" ; +label variable ER20117 "R10 WTR RECEIVED SSI OCT YR BEFORE LAST" ; +label variable ER20118 "R10 WTR RECEIVED SSI NOV YR BEFORE LAST" ; +label variable ER20119 "R10 WTR RECEIVED SSI DEC YR BEFORE LAST" ; +label variable ER20120 "R11 WTR REC CHILD SUPPORT YR BEFORE LAST" ; +label variable ER20121 "R13 TOTAL AMT CHILD SUPPORT" ; +label variable ER20122 "R13 MONTHLY AMT CHILD SUPPORT" ; +label variable ER20123 "R14 WTR RECD CH SUPPORT JAN YR B4 LAST" ; +label variable ER20124 "R14 WTR RECD CH SUPPORT FEB YR B4 LAST" ; +label variable ER20125 "R14 WTR RECD CH SUPPORT MAR YR B4 LAST" ; +label variable ER20126 "R14 WTR RECD CH SUPPORT APR YR B4 LAST" ; +label variable ER20127 "R14 WTR RECD CH SUPPORT MAY YR B4 LAST" ; +label variable ER20128 "R14 WTR RECD CH SUPPORT JUN YR B4 LAST" ; +label variable ER20129 "R14 WTR RECD CH SUPPORT JUL YR B4 LAST" ; +label variable ER20130 "R14 WTR RECD CH SUPPORT AUG YR B4 LAST" ; +label variable ER20131 "R14 WTR RECD CH SUPPORT SEP YR B4 LAST" ; +label variable ER20132 "R14 WTR RECD CH SUPPORT OCT YR B4 LAST" ; +label variable ER20133 "R14 WTR RECD CH SUPPORT NOV YR B4 LAST" ; +label variable ER20134 "R14 WTR RECD CH SUPPORT DEC YR B4 LAST" ; +label variable ER20135 "R15 WTR REC HELP FROM RELS YR B4 LAST" ; +label variable ER20136 "R17 TOTAL AMT HELP FROM RELS" ; +label variable ER20137 "R17 MONTHLY AMT HELP FROM RELS" ; +label variable ER20138 "R18 WTR REC HELP FRM RELS JAN YR B4 LAST" ; +label variable ER20139 "R18 WTR REC HELP FRM RELS FEB YR B4 LAST" ; +label variable ER20140 "R18 WTR REC HELP FRM RELS MAR YR B4 LAST" ; +label variable ER20141 "R18 WTR REC HELP FRM RELS APR YR B4 LAST" ; +label variable ER20142 "R18 WTR REC HELP FRM RELS MAY YR B4 LAST" ; +label variable ER20143 "R18 WTR REC HELP FRM RELS JUN YR B4 LAST" ; +label variable ER20144 "R18 WTR REC HELP FRM RELS JUL YR B4 LAST" ; +label variable ER20145 "R18 WTR REC HELP FRM RELS AUG YR B4 LAST" ; +label variable ER20146 "R18 WTR REC HELP FRM RELS SEP YR B4 LAST" ; +label variable ER20147 "R18 WTR REC HELP FRM RELS OCT YR B4 LAST" ; +label variable ER20148 "R18 WTR REC HELP FRM RELS NOV YR B4 LAST" ; +label variable ER20149 "R18 WTR REC HELP FRM RELS DEC YR B4 LAST" ; +label variable ER20150 "R19 WTR HELP FROM NONRELS YR BEFORE LAST" ; +label variable ER20151 "R21 TOTAL AMT HELP FROM NONRELATIVES" ; +label variable ER20152 "R21 MONTHLY AMT HELP FROM NONRELATIVES" ; +label variable ER20153 "R22 WTR RECD HELP FROM NONRELS JAN" ; +label variable ER20154 "R22 WTR RECD HELP FROM NONRELS FEB" ; +label variable ER20155 "R22 WTR RECD HELP FROM NONRELS MAR" ; +label variable ER20156 "R22 WTR RECD HELP FROM NONRELS APR" ; +label variable ER20157 "R22 WTR RECD HELP FROM NONRELS MAY" ; +label variable ER20158 "R22 WTR RECD HELP FROM NONRELS JUN" ; +label variable ER20159 "R22 WTR RECD HELP FROM NONRELS JUL" ; +label variable ER20160 "R22 WTR RECD HELP FROM NONRELS AUG" ; +label variable ER20161 "R22 WTR RECD HELP FROM NONRELS SEP" ; +label variable ER20162 "R22 WTR RECD HELP FROM NONRELS OCT" ; +label variable ER20163 "R22 WTR RECD HELP FROM NONRELS NOV" ; +label variable ER20164 "R22 WTR RECD HELP FROM NONRELS DEC" ; +label variable ER20165 "R23 TOTAL INCOME YR BEFORE LAST" ; +label variable ER20166 "R24 INCOME LAST YR COMPARED TO YR B4" ; +label variable ER20167 "R47 WTR REC PUBLIC ASST IN LAST 2 YRS" ; +label variable ER20168 "R48 WELFARE STOP>1 MO SINCE JAN 2 YR AGO" ; +label variable ER20169 "R49 WTR GVT OFFICE ENDED ASSISTANCE" ; +label variable ER20170 "R50 GOT JOB SO LEFT WELFARE" ; +label variable ER20171 "R50 MORE WORK/MONEY SO LEFT WELFARE" ; +label variable ER20172 "R50 GOT BETTER JOB SO LEFT WELFARE" ; +label variable ER20173 "R50 GOT MARRIED SO LEFT WELFARE" ; +label variable ER20174 "R50 MOVED IN W/FAMILY SO LEFT WELFARE" ; +label variable ER20175 "R50 MOVD TO DIFF ST/CNTY SO LEFT WELFARE" ; +label variable ER20176 "R50 LEFT WELFARE FOR OTHER REASON" ; +label variable ER20177 "R51 WAGE INCREASE SO GVT ENDED WELFARE" ; +label variable ER20178 "R51 ASSETS TOO HIGH SO GVT ENDED WELF" ; +label variable ER20179 "R51 BROKE RULES SO GVT ENDED WELFARE" ; +label variable ER20180 "R51 TIME LIMIT UP SO GVT ENDED WELFARE" ; +label variable ER20181 "R51 NOT US CITIZEN SO GVT ENDED WELF" ; +label variable ER20182 "R51 OTHER REASON GVT ENDED WELFARE" ; +label variable ER20183 "R52 WTR REAPPLIED SINCE WELFARE ENDED" ; +label variable ER20184 "R53 NO NEED SO DID NOT REAPPLY" ; +label variable ER20185 "R53 NOT ELIGIBLE SO DID NOT REAPPLY" ; +label variable ER20186 "R53 NOT ENTITLED SO DID NOT REAPPLY" ; +label variable ER20187 "R53 DID NOT KNOW IF COULD SO DID NOT" ; +label variable ER20188 "R53 TOO MUCH HASSLE SO DID NOT REAPPLY" ; +label variable ER20189 "R53 NO TRANSPORTATION SO DID NOT REAPPLY" ; +label variable ER20190 "R53 REFUSES GVT AID SO DID NOT REAPPLY" ; +label variable ER20191 "R53 MONEY NOT WORTH IT SO DIDNT REAPPLY" ; +label variable ER20192 "R53 NOT YET BUT PLAN TO REAPPLY" ; +label variable ER20193 "R53 OTHER REASON HAS NOT REAPPLIED" ; +label variable ER20194 "R54 WTR RECEIVE PUBLIC ASST NOW" ; +label variable ER20195 "R55 WTR REQUIREMENTS FOR PUBLIC ASST" ; +label variable ER20196 "R56 REQUIRED TO LOOK FOR JOB" ; +label variable ER20197 "R56 REQUIRED TO HAVE PAYING JOB" ; +label variable ER20198 "R56 REQUIRED TO HAVE UNPAID JOB" ; +label variable ER20199 "R56 REQUIRED TO GO TO SCHOOL/TRAINING" ; +label variable ER20200 "R56 OTHER REQUIREMENT" ; +label variable ER20201 "R57 CKPT: WTR RECEIVED FOOD STAMPS" ; +label variable ER20202 "R58 FD STMPS STOP>1 MO SNCE JAN 2 YR AGO" ; +label variable ER20203 "R59 WTR GVT OFFICE ENDED FOOD STAMPS" ; +label variable ER20204 "R60 GOT JOB SO QUIT FOOD STAMPS" ; +label variable ER20205 "R60 MORE WORK/MONEY SO QUIT FOOD STAMPS" ; +label variable ER20206 "R60 GOT BETTER JOB SO QUIT FOOD STAMPS" ; +label variable ER20207 "R60 GOT MARRIED SO QUIT FOOD STAMPS" ; +label variable ER20208 "R60 MOVD IN W/FAMILY SO QUIT FOOD STAMPS" ; +label variable ER20209 "R60 MOVD TO DIFF STE/CNTY SO QUIT FD STP" ; +label variable ER20210 "R60 THOUGHT INELIGIBLE SO QUIT FOOD STMP" ; +label variable ER20211 "R60 QUIT FOOD STAMPS FOR OTHER REASON" ; +label variable ER20212 "R61 WAGE INCREASE SO GVT ENDED FOOD STMP" ; +label variable ER20213 "R61 ASSETS TOO HIGH SO GVT ENDED FD STMP" ; +label variable ER20214 "R61 BROKE RULES SO GVT ENDED FOOD STAMPS" ; +label variable ER20215 "R61 TIME LIMIT UP SO GVT ENDED FOOD STMP" ; +label variable ER20216 "R61 NOT US CITIZEN SO GVT ENDED FD STMPS" ; +label variable ER20217 "R61 OTHER REASON GVT ENDED FOOD STAMPS" ; +label variable ER20218 "R62 WTR REAPPLIED SINCE FD STMPS STOPPED" ; +label variable ER20219 "R63 NO NEED SO DID NOT REAPPLY" ; +label variable ER20220 "R63 NOT ELIGIBLE SO DID NOT REAPPLY" ; +label variable ER20221 "R63 NOT ENTITLED SO DID NOT REAPPLY" ; +label variable ER20222 "R63 DID NOT KNOW IF COULD SO DID NOT" ; +label variable ER20223 "R63 TRY TO MAKE IT ON OWN SO DID NOT" ; +label variable ER20224 "R63 GAVE UP TRYING SO DID NOT REAPPLY" ; +label variable ER20225 "R63 TOO MUCH HASSLE SO DID NOT REAPPLY" ; +label variable ER20226 "R63 NO TRANSPORTATION SO DID NOT REAPPLY" ; +label variable ER20227 "R63 REFUSES GVT AID SO DID NOT REAPPLY" ; +label variable ER20228 "R63 MONEY NOT WORTH IT SO DIDNT REAPPLY" ; +label variable ER20229 "R63 NOT YET BUT PLAN TO REAPPLY" ; +label variable ER20230 "R63 OTHER REASON HAS NOT REAPPLIED" ; +label variable ER20231 "R64 WTR RECEIVE FOOD STAMPS NOW" ; +label variable ER20232 "R65 WTR REQUIREMENTS FOR FOOD STAMPS" ; +label variable ER20233 "R66 REQUIRED TO LOOK FOR JOB" ; +label variable ER20234 "R66 REQUIRED TO HAVE PAYING JOB" ; +label variable ER20235 "R66 REQUIRED TO HAVE UNPAID JOB" ; +label variable ER20236 "R66 REQUIRED TO GO TO SCHOOL/TRAINING" ; +label variable ER20237 "R66 OTHER REQUIREMENT" ; +label variable ER20238 "R67 CKPT: WTR REC GVT ASSISTANCE" ; +label variable ER20239 "R68 APPLD GOV ASSIST SINCE JAN 2YR AGO" ; +label variable ER20240 "R69 WTR APPLIED FOR ADC/AFDC" ; +label variable ER20241 "R69 WTR APPLIED FOR GENERAL ASSISTANCE" ; +label variable ER20242 "R69 WTR APPLIED FOR SSI" ; +label variable ER20243 "R69 WTR APPLIED FOR FOOD STAMPS" ; +label variable ER20244 "R69 WTR APPLIED FOR MEDICAID" ; +label variable ER20245 "R69 WTR APPLIED FOR WIC" ; +label variable ER20246 "R69 WTR APPLIED FOR UNEMPLOYMENT COMP" ; +label variable ER20247 "R69 WTR APPLIED FOR PUBLIC HOUSING" ; +label variable ER20248 "R69 WTR APPLIED FOR ENERGY ASSISTANCE" ; +label variable ER20249 "R69 WTR APPLIED FOR CHILD CARE ASSIST" ; +label variable ER20250 "R69 WTR APPLIED FOR SCHOOL MEALS" ; +label variable ER20251 "R69 WTR APPLIED FOR OTHER ASSISTANCE" ; +label variable ER20252 "R70A STATUS OF APPLICATION" ; +label variable ER20253 "R71A REASON NOT REC BENEFITS" ; +label variable ER20254 "R72A REASON DENIED ASSISTANCE MEN1" ; +label variable ER20255 "R72A REASON DENIED ASSISTANCE MEN2" ; +label variable ER20256 "R72A REASON DENIED ASSISTANCE MEN3" ; +label variable ER20257 "R72A REASON DENIED ASSISTANCE MEN4" ; +label variable ER20258 "R72A REASON DENIED ASSISTANCE MEN5" ; +label variable ER20259 "R72A REASON DENIED ASSISTANCE MEN6" ; +label variable ER20260 "R70B STATUS OF APPLICATION" ; +label variable ER20261 "R71B REASON NOT REC BENEFITS" ; +label variable ER20262 "R72B REASON DENIED ASSISTANCE MEN1" ; +label variable ER20263 "R72B REASON DENIED ASSISTANCE MEN2" ; +label variable ER20264 "R72B REASON DENIED ASSISTANCE MEN3" ; +label variable ER20265 "R72B REASON DENIED ASSISTANCE MEN4" ; +label variable ER20266 "R72B REASON DENIED ASSISTANCE MEN5" ; +label variable ER20267 "R72B REASON DENIED ASSISTANCE MEN6" ; +label variable ER20268 "R70C STATUS OF APPLICATION" ; +label variable ER20269 "R71C REASON NOT REC BENEFITS" ; +label variable ER20270 "R72C REASON DENIED ASSISTANCE MEN1" ; +label variable ER20271 "R72C REASON DENIED ASSISTANCE MEN2" ; +label variable ER20272 "R72C REASON DENIED ASSISTANCE MEN3" ; +label variable ER20273 "R72C REASON DENIED ASSISTANCE MEN4" ; +label variable ER20274 "R72C REASON DENIED ASSISTANCE MEN5" ; +label variable ER20275 "R72C REASON DENIED ASSISTANCE MEN6" ; +label variable ER20276 "R70D STATUS OF APPLICATION" ; +label variable ER20277 "R71D REASON NOT REC BENEFITS" ; +label variable ER20278 "R72D REASON DENIED ASSISTANCE MEN1" ; +label variable ER20279 "R72D REASON DENIED ASSISTANCE MEN2" ; +label variable ER20280 "R72D REASON DENIED ASSISTANCE MEN3" ; +label variable ER20281 "R72D REASON DENIED ASSISTANCE MEN4" ; +label variable ER20282 "R72D REASON DENIED ASSISTANCE MEN5" ; +label variable ER20283 "R72D REASON DENIED ASSISTANCE MEN6" ; +label variable ER20284 "R70E STATUS OF APPLICATION" ; +label variable ER20285 "R71E REASON NOT REC BENEFITS" ; +label variable ER20286 "R72E REASON DENIED ASSISTANCE MEN1" ; +label variable ER20287 "R72E REASON DENIED ASSISTANCE MEN2" ; +label variable ER20288 "R72E REASON DENIED ASSISTANCE MEN3" ; +label variable ER20289 "R72E REASON DENIED ASSISTANCE MEN4" ; +label variable ER20290 "R72E REASON DENIED ASSISTANCE MEN5" ; +label variable ER20291 "R72E REASON DENIED ASSISTANCE MEN6" ; +label variable ER20292 "R70F STATUS OF APPLICATION" ; +label variable ER20293 "R71F REASON NOT REC BENEFITS" ; +label variable ER20294 "R72F REASON DENIED ASSISTANCE MEN1" ; +label variable ER20295 "R72F REASON DENIED ASSISTANCE MEN2" ; +label variable ER20296 "R72F REASON DENIED ASSISTANCE MEN3" ; +label variable ER20297 "R72F REASON DENIED ASSISTANCE MEN4" ; +label variable ER20298 "R72F REASON DENIED ASSISTANCE MEN5" ; +label variable ER20299 "R72F REASON DENIED ASSISTANCE MEN6" ; +label variable ER20300 "R70G STATUS OF APPLICATION" ; +label variable ER20301 "R71G REASON NOT REC BENEFITS" ; +label variable ER20302 "R72G REASON DENIED ASSISTANCE MEN1" ; +label variable ER20303 "R72G REASON DENIED ASSISTANCE MEN2" ; +label variable ER20304 "R72G REASON DENIED ASSISTANCE MEN3" ; +label variable ER20305 "R72G REASON DENIED ASSISTANCE MEN4" ; +label variable ER20306 "R72G REASON DENIED ASSISTANCE MEN5" ; +label variable ER20307 "R72G REASON DENIED ASSISTANCE MEN6" ; +label variable ER20308 "R70H STATUS OF APPLICATION" ; +label variable ER20309 "R71H REASON NOT REC BENEFITS" ; +label variable ER20310 "R72H REASON DENIED ASSISTANCE MEN1" ; +label variable ER20311 "R72H REASON DENIED ASSISTANCE MEN2" ; +label variable ER20312 "R72H REASON DENIED ASSISTANCE MEN3" ; +label variable ER20313 "R72H REASON DENIED ASSISTANCE MEN4" ; +label variable ER20314 "R72H REASON DENIED ASSISTANCE MEN5" ; +label variable ER20315 "R72H REASON DENIED ASSISTANCE MEN6" ; +label variable ER20316 "R70I STATUS OF APPLICATION" ; +label variable ER20317 "R71I REASON NOT REC BENEFITS" ; +label variable ER20318 "R72I REASON DENIED ASSISTANCE MEN1" ; +label variable ER20319 "R72I REASON DENIED ASSISTANCE MEN2" ; +label variable ER20320 "R72I REASON DENIED ASSISTANCE MEN3" ; +label variable ER20321 "R72I REASON DENIED ASSISTANCE MEN4" ; +label variable ER20322 "R72I REASON DENIED ASSISTANCE MEN5" ; +label variable ER20323 "R72I REASON DENIED ASSISTANCE MEN6" ; +label variable ER20324 "R70J STATUS OF APPLICATION" ; +label variable ER20325 "R71J REASON NOT REC BENEFITS" ; +label variable ER20326 "R72J REASON DENIED ASSISTANCE MEN1" ; +label variable ER20327 "R72J REASON DENIED ASSISTANCE MEN2" ; +label variable ER20328 "R72J REASON DENIED ASSISTANCE MEN3" ; +label variable ER20329 "R72J REASON DENIED ASSISTANCE MEN4" ; +label variable ER20330 "R72J REASON DENIED ASSISTANCE MEN5" ; +label variable ER20331 "R72J REASON DENIED ASSISTANCE MEN6" ; +label variable ER20332 "R70K STATUS OF APPLICATION" ; +label variable ER20333 "R71K REASON NOT REC BENEFITS" ; +label variable ER20334 "R72K REASON DENIED ASSISTANCE MEN1" ; +label variable ER20335 "R72K REASON DENIED ASSISTANCE MEN2" ; +label variable ER20336 "R72K REASON DENIED ASSISTANCE MEN3" ; +label variable ER20337 "R72K REASON DENIED ASSISTANCE MEN4" ; +label variable ER20338 "R72K REASON DENIED ASSISTANCE MEN5" ; +label variable ER20339 "R72K REASON DENIED ASSISTANCE MEN6" ; +label variable ER20340 "R74A WTR REC OTR GVT ASST LAST 2 YEARS" ; +label variable ER20341 "R74B WTR REC OTR GVT ASST LAST 2 YEARS" ; +label variable ER20342 "R74C WTR REC OTR GVT ASST LAST 2 YEARS" ; +label variable ER20343 "R74D WTR REC OTR GVT ASST LAST 2 YEARS" ; +label variable ER20344 "R74E WTR REC OTR GVT ASST LAST 2 YEARS" ; +label variable ER20345 "R74F WTR REC OTR GVT ASST LAST 2 YEARS" ; +label variable ER20346 "R74G WTR REC OTR GVT ASST LAST 2 YEARS" ; +label variable ER20347 "R74H WTR REC OTR GVT ASST LAST 2 YEARS" ; +label variable ER20348 "R75A WTR REC HELP FROM OTRS LAST 2 YEARS" ; +label variable ER20349 "R75B WTR REC HELP FROM OTRS LAST 2 YEARS" ; +label variable ER20350 "R75C WTR REC HELP FROM OTRS LAST 2 YEARS" ; +label variable ER20351 "R75D WTR REC HELP FROM OTRS LAST 2 YEARS" ; +label variable ER20352 "R75E WTR REC HELP FROM OTRS LAST 2 YEARS" ; +label variable ER20353 "R75F WTR REC HELP FROM OTRS LAST 2 YEARS" ; +label variable ER20354 "R75G WTR REC HELP FROM OTRS LAST 2 YEARS" ; +label variable ER20355 "R75H WTR REC HELP FROM OTRS LAST 2 YEARS" ; +label variable ER20356 "R75J CKPT: WTR REC SOME TYPE OF HELP" ; +label variable ER20357 "R76 WTR RECEIVED HELP FROM CHURCH" ; +label variable ER20358 "R76 WTR RECEIVED HELP FROM FAMILY" ; +label variable ER20359 "R76 WTR RECD HELP FROM COMMUNITY GROUP" ; +label variable ER20360 "R76 WTR RECEIVED HELP FROM OTHER SOURCE" ; +label variable ER20361 "R77 WTR FU MEMBER 60+ YR BEFORE LAST" ; +label variable ER20362 "R78 WTR RECD FREE/REDUCD MEAL YR B4 LAST" ; +label variable ER20363 "R79 CKPT: WTR CHILD 5-18 IN FU" ; +label variable ER20364 "R80 WTR CH REC FREE/LOW LUNCH YR B4 LAST" ; +label variable ER20365 "R81 WTR CH REC FREE/LOW BKFST YR B4 LAST" ; +label variable ER20366 "R82 FU FEMALE 15-45/CHILD <5 YR B4 LAST" ; +label variable ER20367 "R83 WTR RECD FOOD THROUGH WIC PROGRAM" ; +label variable ER20368 "# OF INDIVIDUAL RECORDS" ; +label variable ER20369 "MARITAL STATUS-GENERATED" ; +label variable ER20370 "CHANGE IN MARITAL STATUS" ; +label variable ER20371 "COUPLE STATUS OF HEAD" ; +label variable ER20372 "USDA NEEDS STANDARD-PREVIOUS YR" ; +label variable ER20373 "CENSUS NEEDS STANDARD-PREVIOUS YR" ; +label variable ER20374 "USDA NEEDS STANDARD-YR PRIOR TO PREV YR" ; +label variable ER20375 "CENSUS NEEDS STANDARD-YR PRIOR TO PREV" ; +label variable ER20376 "CURRENT REGION" ; +label variable ER20377 "BEALE RURAL-URBAN CODE" ; +label variable ER20377A "REGION HD GREW UP" ; +label variable ER20377B "HD GEOGRAPHIC MOBILITY" ; +label variable ER20377C "RURAL-URBAN CODE (BEALE-COLLAPSED)" ; +label variable ER20378 "SIZE LARGEST CITY IN COUNTY" ; +label variable ER20379 "NUMBER OF SPLITOFFS FROM MAIN FAM" ; +label variable ER20380 "MAIN FAMILY ID FOR SPLITOFF" ; +label variable ER20381 "CURRENT YR ID OF 1ST OTHER FU IN HU" ; +label variable ER20382 "REL OF 1ST OTHER FU" ; +label variable ER20383 "SIZE OF 1ST OTHER FU" ; +label variable ER20384 "CURRENT YR ID OF 2ND OTHER FU IN HU" ; +label variable ER20385 "REL OF 2ND OTHER FU" ; +label variable ER20386 "SIZE OF 2ND OTHER FU" ; +label variable ER20387 "CURRENT YR ID OF 3RD OTHER FU IN HU" ; +label variable ER20388 "REL OF 3RD OTHER FU" ; +label variable ER20389 "SIZE OF 3RD OTHER FU" ; +label variable ER20390 "CURRENT YR ID OF 4TH OTHER FU IN HU" ; +label variable ER20391 "REL OF 4TH OTHER FU" ; +label variable ER20392 "SIZE OF 4TH OTHER FU" ; +label variable ER20393 "HOUSEHOLD ID #" ; +label variable ER20394 "CORE/IMMIGRANT FAMILY WEIGHT NUMBER 1" ; +label variable ER20395 "HEAD WORK WEEKS-2000" ; +label variable ER20396 "HEAD WEEKLY WORK HOURS-2000" ; +label variable ER20397 "HD OVERTIME WORK HOURS-2000" ; +label variable ER20398 "HEAD EXTRA JOB WORK HOURS-2000" ; +label variable ER20399 "HEAD TOTAL HOURS OF WORK-2000" ; +label variable ER20400 "HD WEEKS MISSED FOR ILLNESS OF OTRS-2000" ; +label variable ER20401 "HD WEEKS MISSED FOR OWN ILLNESS-2000" ; +label variable ER20402 "HEAD WEEKS OFF FOR VACATION-2000" ; +label variable ER20403 "HEAD STRIKE WEEKS-2000" ; +label variable ER20404 "HEAD UNEMPLOYMENT WEEKS-2000" ; +label variable ER20405 "HEAD WEEKS OUT OF LABOR FORCE-2000" ; +label variable ER20406 "WIFE WORK WEEKS-2000" ; +label variable ER20407 "WIFE WEEKLY WORK HOURS-2000" ; +label variable ER20408 "WF OVERTIME WORK HOURS-2000" ; +label variable ER20409 "WIFE EXTRA JOB WORK HOURS-2000" ; +label variable ER20410 "WIFE TOTAL HOURS OF WORK-2000" ; +label variable ER20411 "WF WEEKS MISSED FOR ILLNESS OF OTRS-2000" ; +label variable ER20412 "WF WEEKS MISSED FOR OWN ILLNESS-2000" ; +label variable ER20413 "WIFE WEEKS OFF FOR VACATION-2000" ; +label variable ER20414 "WIFE STRIKE WEEKS-2000" ; +label variable ER20415 "WIFE UNEMPLOYMENT WEEKS-2000" ; +label variable ER20416 "WIFE WEEKS OUT OF LABOR FORCE-2000" ; +label variable ER20417 "TOTAL BUSINESS INCOME-2000" ; +label variable ER20418 "ACC BUSINESS INCOME-2000" ; +label variable ER20419 "NUMBER OF BUSINESSES OWNED BY FU IN 2000" ; +label variable ER20420 "FARM INCOME OF HEAD-2000" ; +label variable ER20421 "ACC FARM INCOME OF HEAD-2000" ; +label variable ER20422 "HD LABOR INCOME FROM BUSINESS-2000" ; +label variable ER20423 "HD ASSET INCOME FROM BUSINESS-2000" ; +label variable ER20424 "NUMBER OF BUSINESSES OWNED BY HD-2000" ; +label variable ER20425 "WAGES AND SALARIES OF HEAD-2000" ; +label variable ER20426 "ACC WAGES AND SALARIES OF HEAD-2000" ; +label variable ER20427 "BONUS INCOME OF HEAD-2000" ; +label variable ER20428 "ACC BONUS INCOME OF HEAD-2000" ; +label variable ER20429 "OVERTIME INCOME OF HEAD-2000" ; +label variable ER20430 "ACC OVERTIME INCOME OF HEAD-2000" ; +label variable ER20431 "TIPS OF HEAD-2000" ; +label variable ER20432 "ACC TIPS OF HEAD-2000" ; +label variable ER20433 "COMMISSION INCOME OF HEAD-2000" ; +label variable ER20434 "ACC COMMISSION INCOME OF HEAD-2000" ; +label variable ER20435 "PROFESSIONAL PRACTICE OF HEAD-2000" ; +label variable ER20436 "ACC PROFESSIONL PRACTICE OF HD-2000" ; +label variable ER20437 "MARKET GARDENING INCOME OF HD-2000" ; +label variable ER20438 "ACC MARKET GARDENING INCOME OF HEAD" ; +label variable ER20439 "MISC LABOR INCOME OF HEAD-2000" ; +label variable ER20440 "ACC MISC LABOR INCOME OF HEAD-2000" ; +label variable ER20441 "EXTRA JOB INCOME OF HEAD-2000" ; +label variable ER20442 "ACC EXTRA JOB INCOME OF HEAD-2000" ; +label variable ER20443 "LABOR INCOME OF HEAD-2000" ; +label variable ER20444 "WF LABOR INCOME FROM BUSINESS-2000" ; +label variable ER20445 "WF ASSET INCOME FROM BUSINESS-2000" ; +label variable ER20446 "NUMBER OF BUSINESSES OWNED BY WF-2000" ; +label variable ER20447 "LABOR INCOME OF WIFE-2000" ; +label variable ER20448 "ACC LABOR INCOME OF WIFE-2000" ; +label variable ER20449 "HEAD AND WIFE TAXABLE INCOME-2000" ; +label variable ER20450 "HEAD AND WIFE TRANSFER INCOME-2000" ; +label variable ER20451 "HEAD WAGE RATE-2000" ; +label variable ER20452 "WIFE WAGE RATE-2000" ; +label variable ER20453 "TAXABLE INCOME OF OTHER FU MEMBERS-2000" ; +label variable ER20454 "TOTAL TRANSFER INCOME OF OFUMS-2000" ; +label variable ER20455 "TOTAL FAMILY SOCIAL SECURITY INCOME-2000" ; +label variable ER20456 "TOTAL FAMILY INCOME-2000" ; +label variable ER20457 "COMPLETED ED-HD" ; +label variable ER20458 "COMPLETED ED-WF" ; +label variable ER20458A "# BORN ONLY TO HD IN 2000" ; +label variable ER20458B "# BORN ONLY TO WF IN 2000" ; +label variable ER20458C "# BORN TO H+W JOINTLY IN 2000" ; +label variable ER20458D "# BORN TO OFUMS IN 2000" ; +label variable ER20458E "# BORN ONLY TO HD IN 1999" ; +label variable ER20458F "# BORN ONLY TO WF IN 1999" ; +label variable ER20458G "# BORN TO H+W JOINTLY IN 1999" ; +label variable ER20458H "# BORN TO OFUMS IN 1999" ; +label variable ER20459 "2001 FAMILY CROSS-SECTIONAL WEIGHT" ; diff --git a/42/replication_package/data_replication/psid/raw_data/FAM2001ER.txt b/42/replication_package/data_replication/psid/raw_data/FAM2001ER.txt new file mode 100644 index 0000000000000000000000000000000000000000..47338e3950877f444caeaabe35a819d863ac5951 --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/FAM2001ER.txt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid 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5619 - 5619 ER23997 5620 - 5620 + ER23998 5621 - 5621 ER23999 5622 - 5622 ER24000 5623 - 5623 + ER24001 5624 - 5624 ER24002 5625 - 5625 ER24003 5626 - 5626 + ER24004 5627 - 5627 ER24005 5628 - 5628 ER24006 5629 - 5629 + ER24007 5630 - 5630 ER24008 5631 - 5631 ER24009 5632 - 5632 + ER24010 5633 - 5633 ER24011 5634 - 5634 ER24012 5635 - 5635 + ER24013 5636 - 5636 ER24014 5637 - 5637 ER24015 5638 - 5638 + ER24016 5639 - 5639 ER24017 5640 - 5640 ER24018 5641 - 5641 + ER24019 5642 - 5642 ER24020 5643 - 5643 ER24021 5644 - 5644 + ER24022 5645 - 5645 ER24023 5646 - 5646 ER24024 5647 - 5647 + ER24025 5648 - 5648 ER24026 5649 - 5649 ER24027 5650 - 5650 + ER24028 5651 - 5651 ER24029 5652 - 5652 ER24030 5653 - 5653 + ER24031 5654 - 5654 ER24032 5655 - 5655 ER24033 5656 - 5656 + ER24034 5657 - 5657 ER24035 5658 - 5658 ER24036 5659 - 5659 + ER24037 5660 - 5660 ER24038 5661 - 5661 ER24039 5662 - 5662 + ER24040 5663 - 5663 ER24041 5664 - 5664 ER24042 5665 - 5665 + ER24043 5666 - 5666 ER24044 5667 - 5667 ER24045 5668 - 5668 + ER24046 5669 - 5669 ER24047 5670 - 5670 ER24048 5671 - 5671 + ER24049 5672 - 5672 ER24050 5673 - 5673 ER24051 5674 - 5674 + ER24052 5675 - 5675 ER24053 5676 - 5676 ER24054 5677 - 5677 + ER24055 5678 - 5678 ER24056 5679 - 5679 ER24057 5680 - 5680 + ER24058 5681 - 5681 ER24059 5682 - 5682 ER24060 5683 - 5683 + ER24061 5684 - 5684 ER24062 5685 - 5685 ER24063 5686 - 5686 + ER24064 5687 - 5687 ER24065 5688 - 5688 ER24066 5689 - 5689 + ER24067 5690 - 5690 ER24068 5691 - 5691 ER24069 5692 - 5692 + ER24070 5693 - 5693 ER24071 5694 - 5694 ER24072 5695 - 5695 + ER24073 5696 - 5696 ER24074 5697 - 5699 ER24075 5700 - 5700 + ER24076 5701 - 5702 ER24077 5703 - 5706 ER24078 5707 - 5709 + ER24079 5710 - 5713 ER24080 5714 - 5717 ER24081 5718 - 5721 + ER24082 5722 - 5725 ER24083 5726 - 5729 ER24084 5730 - 5733 + ER24085 5734 - 5737 ER24086 5738 - 5741 ER24087 5742 - 5745 + ER24088 5746 - 5749 ER24089 5750 - 5752 ER24090 5753 - 5756 + ER24091 5757 - 5760 ER24092 5761 - 5764 ER24093 5765 - 5768 + ER24094 5769 - 5772 ER24095 5773 - 5776 ER24096 5777 - 5780 + ER24097 5781 - 5784 ER24098 5785 - 5788 ER24099 5789 - 5795 + ER24100 5796 - 5802 ER24101 5803 - 5809 ER24102 5810 - 5816 + ER24103 5817 - 5822 ER24104 5823 - 5828 ER24105 5829 - 5834 + ER24106 5835 - 5835 ER24107 5836 - 5842 ER24108 5843 - 5843 + ER24109 5844 - 5849 ER24110 5850 - 5856 ER24111 5857 - 5862 + ER24112 5863 - 5869 ER24113 5870 - 5870 ER24114 5871 - 5871 + ER24115 5872 - 5872 ER24116 5873 - 5879 ER24117 5880 - 5886 + ER24118 5887 - 5887 ER24119 5888 - 5893 ER24120 5894 - 5894 + ER24121 5895 - 5900 ER24122 5901 - 5901 ER24123 5902 - 5907 + ER24124 5908 - 5908 ER24125 5909 - 5914 ER24126 5915 - 5915 + ER24127 5916 - 5922 ER24128 5923 - 5923 ER24129 5924 - 5930 + ER24130 5931 - 5931 ER24131 5932 - 5938 ER24132 5939 - 5939 + ER24133 5940 - 5945 ER24134 5946 - 5946 ER24135 5947 - 5953 + ER24136 5954 - 5954 ER24137 5955 - 5960 ER24138 5961 - 5966 + ER24139 5967 - 5971 ER24140 5972 - 5976 ER24141 5977 - 5981 + ER24142 5982 - 5986 ER24143 5987 - 5987 ER24144 5988 - 5989 + ER24144A 5990 - 5991 ER24145 5992 - 5992 ER24146 5993 - 5993 + ER24147 5994 - 5994 ER24148 5995 - 5996 ER24149 5997 - 5998 + ER24150 5999 - 5999 ER24151 6000 - 6000 ER24152 6001 - 6001 + ER24153 6002 - 6005 ER24154 6006 - 6009 ER24155 6010 - 6010 + ER24156 6011 - 6011 ER24157 6012 - 6016 ER24158 6017 - 6021 + ER24159 6022 - 6022 ER24160 6023 - 6024 ER24161 6025 - 6029 + ER24162 6030 - 6030 ER24163 6031 - 6032 ER24164 6033 - 6037 + ER24165 6038 - 6038 ER24166 6039 - 6040 ER24167 6041 - 6045 + ER24168 6046 - 6046 ER24169 6047 - 6048 ER24170 6049 - 6053 + ER24171 6054 - 6054 ER24172 6055 - 6055 ER24173 6056 - 6056 + ER24174 6057 - 6057 ER24175 6058 - 6058 ER24176 6059 - 6059 + ER24177 6060 - 6060 ER24178 6061 - 6061 ER24179 6062 - 6068 + ER24180 6069 - 6074 +using FAM2003ER.txt, clear +; +label variable ER21001 "RELEASE NUMBER" ; +label variable ER21002 "2003 FAMILY INTERVIEW (ID) NUMBER" ; +label variable ER21003 "PSID STATE OF RESIDENCE CODE" ; +label variable ER21004 "CURRENT STATE" ; +label variable ER21005 "SPLITOFF INDICATOR" ; +label variable ER21006 "MODE OF INTERVIEW" ; +label variable ER21007 "FAMILY COMPOSITION CHANGE" ; +label variable ER21008 "TYPE INSTITUTION" ; +label variable ER21009 "1968 FAMILY IDENTIFIER" ; +label variable ER21010 "WTR REINSTATED DROPPED FAMILY" ; +label variable ER21011 "INTERVIEWER ID" ; +label variable ER21012 "MONTH CURRENT IW" ; +label variable ER21013 "DAY CURRENT IW" ; +label variable ER21014 "YEAR CURRENT IW" ; +label variable ER21015 "LENGTH OF IW IN MINUTES" ; +label variable ER21016 "# IN FU" ; +label variable ER21017 "AGE OF HEAD" ; +label variable ER21018 "SEX OF HEAD" ; +label variable ER21019 "AGE OF WIFE" ; +label variable ER21020 "# CHILDREN IN FU" ; +label variable ER21021 "AGE YOUNGEST CHILD" ; +label variable ER21022 "# NONFU SHARING HU" ; +label variable ER21023 "HEAD MARITAL STATUS" ; +label variable ER21024 "A4 TYPE DU" ; +label variable ER21025 "A6 LIVE IN ELDERLY HSNG" ; +label variable ER21026 "A7 TYPE ELDERLY HSNG" ; +label variable ER21027 "A8 PROVIDE MED/INJECTION" ; +label variable ER21028 "A9 PROVIDE MEALS" ; +label variable ER21029 "A10 PROVIDE CLEANING" ; +label variable ER21030 "A11 PROVIDE OTR SERVICES" ; +label variable ER21031 "A12 XTRA SERVS MENTION 1" ; +label variable ER21032 "A12 XTRA SERVS MENTION 2" ; +label variable ER21033 "A12 XTRA SERVS MENTION 3" ; +label variable ER21034 "A12 XTRA SERVS MENTION 4" ; +label variable ER21035 "A14 SERVICES INCLUDED" ; +label variable ER21036 "TYPE HEATING 1ST MENTION" ; +label variable ER21037 "TYPE HEATING 2ND MENTION" ; +label variable ER21038 "TYPE HEATING 3RD MENTION" ; +label variable ER21039 "A16 ACTUAL # ROOMS" ; +label variable ER21040 "A17 RECD GOVT HTG SUBSDY" ; +label variable ER21041 "A18 AMT GOVT HTG SUBSDY" ; +label variable ER21042 "A19 OWN/RENT OR WHAT" ; +label variable ER21043 "A20 HOUSE VALUE" ; +label variable ER21044 "ACCURACY OF HOUSE VALUE" ; +label variable ER21045 "A21 ANNUAL PROPERTY TAX" ; +label variable ER21046 "ACCURACY OF ANNUAL PROPERTY TAX" ; +label variable ER21047 "A22 ANNUAL OWNR INSURANC" ; +label variable ER21048 "A23 HAVE MORTGAGE?" ; +label variable ER21049 "A23A TYPE MORTGAGE MOR 1" ; +label variable ER21050 "A23B WTR ORIGINAL LOAN/REFINANCED #1" ; +label variable ER21051 "A24 REM PRINCIPAL MOR 1" ; +label variable ER21052 "ACCURACY OF REMAINING MORTGAGE PRIN #1" ; +label variable ER21053 "A25 MNTHLY PMTS MOR 1" ; +label variable ER21054 "ACCURACY OF MONTHLY PYMNTS ON MTGE #1" ; +label variable ER21055 "A25A CURR INTEREST RATE WHOLE PERCENT #1" ; +label variable ER21056 "A25A CURR INT RATE DECIMAL FRACTION #1" ; +label variable ER21057 "A26 YEAR OBTAINED LOAN #1" ; +label variable ER21058 "A27 YRS TO PAY MOR 1" ; +label variable ER21059 "A28 2ND MORTGAGE" ; +label variable ER21060 "A23A TYPE MORTGAGE MOR 2" ; +label variable ER21061 "A23B WTR ORIGINAL LOAN/REFINANCED #2" ; +label variable ER21062 "A24 REM PRINCIPAL MOR 2" ; +label variable ER21063 "ACCURACY OF REMAINING MORTGAGE PRIN #2" ; +label variable ER21064 "A25 MNTHLY PMTS MOR 2" ; +label variable ER21065 "ACCURACY OF MONTHLY PYMNTS ON MTGE #2" ; +label variable ER21066 "A25A CURR INTEREST RATE WHOLE PERCENT #2" ; +label variable ER21067 "A25A CURR INT RATE DECIMAL FRACTION #2" ; +label variable ER21068 "A26 YEAR OBTAINED LOAN #2" ; +label variable ER21069 "A27 YRS TO PAY MOR 2" ; +label variable ER21070 "A29 MTG INCL PROP TAXES" ; +label variable ER21071 "A30 MTG INCL INS PREM" ; +label variable ER21072 "A31 DOLLARS RENT" ; +label variable ER21073 "A31 DOLLLARS PER WHAT" ; +label variable ER21074 "ACCURACY OF RENT" ; +label variable ER21075 "A32 FURNISHED APT/HOUSE" ; +label variable ER21076 "A33 RENT INCL HEAT" ; +label variable ER21077 "A34 IN PUBLIC OWND PROJ?" ; +label variable ER21078 "A35 GOVT PAY PART RENT?" ; +label variable ER21079 "A37 DOLLARS RENT IF RENT" ; +label variable ER21080 "A37 DOLLARS PER WHAT" ; +label variable ER21081 "ACCURACY OF VALUE IF RENTED" ; +label variable ER21082 "A38 IN PUBLIC OWND PROJ?" ; +label variable ER21083 "A39 GOVT PAY ALL RENT?" ; +label variable ER21084 "A40 HAVE AIR CONDITNG" ; +label variable ER21085 "A41 A/C ALL OR SOME ROOM" ; +label variable ER21086 "A42 ELECTRICITY EXPENSE" ; +label variable ER21087 "A42 ELECTRICITY PER" ; +label variable ER21088 "A43 HEATING EXPENSE" ; +label variable ER21089 "A43 HEATING EXPENSE PER" ; +label variable ER21090 "A44 WATER/SEWER EXPENSE" ; +label variable ER21091 "A44 WATER/SEWER EXPENSE PER" ; +label variable ER21092 "A45 WTR OTR UTILITY EXP" ; +label variable ER21093 "A46 CABLE EXPENSE" ; +label variable ER21094 "A46 GARBAGE EXPENSE" ; +label variable ER21095 "A46 PHONE EXPENSE" ; +label variable ER21096 "A46 SEWER EXPENSE" ; +label variable ER21097 "A47 TOTAL OTR UTILITIES" ; +label variable ER21098 "A47 OTR UTILITY PER" ; +label variable ER21099 "A47A WTR COMPUTER IN HOME-HD" ; +label variable ER21100 "A47B WTR USED INTERNET-HD" ; +label variable ER21101 "A47C WTR USED EMAIL-HD" ; +label variable ER21102 "A47D HEALTH INFO ON NET-HD" ; +label variable ER21103 "A47E MANAGE FINANCES COMPUTER-HD" ; +label variable ER21104 "A47F WORD PROC COMPUTER-HD" ; +label variable ER21105 "A47G GAMES ON COMPUTER-HD" ; +label variable ER21106 "A47H JOB-RELATED WRK HOME-HD" ; +label variable ER21107 "A47I OTHER COMPUTER USE-HD" ; +label variable ER21108 "A47A WTR COMPUTER IN HOME-WF" ; +label variable ER21109 "A47B WTR USED INTERNET-WF" ; +label variable ER21110 "A47C WTR USED EMAIL-WF" ; +label variable ER21111 "A47D HEALTH INFO ON NET-WF" ; +label variable ER21112 "A47E MANAGE FINANCES COMPUTER-WF" ; +label variable ER21113 "A47F WORD PROC COMPUTER-WF" ; +label variable ER21114 "A47G GAMES ON COMPUTER-WF" ; +label variable ER21115 "A47H JOB-RELATED WRK HOME-WF" ; +label variable ER21116 "A47I OTHER COMPUTER USE-WF" ; +label variable ER21117 "A49 WTR MOVED SINCE JAN 1 OF PRIOR YEAR" ; +label variable ER21118 "A49 MONTH MOVED" ; +label variable ER21119 "A49 YEAR MOVED" ; +label variable ER21120 "A50 WHY MOVED 1ST" ; +label variable ER21121 "A51 WTR MIGHT MOVE" ; +label variable ER21122 "A52 LIKELIHOOD OF MOVING" ; +label variable ER21123 "BC1 EMPLOYMENT STATUS-1ST MENTION" ; +label variable ER21124 "BC1 EMPLOYMENT STATUS-2ND MENTION" ; +label variable ER21125 "BC1 EMPLOYMENT STATUS-3RD MENTION" ; +label variable ER21126 "BC2 YEAR RETIRED (HD-R)" ; +label variable ER21127 "BC3 WTR WORKED SINCE JAN 1 OF PRIOR YEAR" ; +label variable ER21128 "BC16-17 MAIN JOB INDICATOR" ; +label variable ER21129 "BC6 BEGINNING MONTH--JOB 1" ; +label variable ER21130 "BC6 BEGINNING YEAR--JOB 1" ; +label variable ER21131 "BC6 ENDING MONTH--JOB 1" ; +label variable ER21132 "BC6 ENDING YEAR--JOB 1" ; +label variable ER21133 "BC6 WTR EMPLOYED--JOB 1 JAN" ; +label variable ER21134 "BC6 WTR EMPLOYED--JOB 1 FEB" ; +label variable ER21135 "BC6 WTR EMPLOYED--JOB 1 MAR" ; +label variable ER21136 "BC6 WTR EMPLOYED--JOB 1 APR" ; +label variable ER21137 "BC6 WTR EMPLOYED--JOB 1 MAY" ; +label variable ER21138 "BC6 WTR EMPLOYED--JOB 1 JUN" ; +label variable ER21139 "BC6 WTR EMPLOYED--JOB 1 JUL" ; +label variable ER21140 "BC6 WTR EMPLOYED--JOB 1 AUG" ; +label variable ER21141 "BC6 WTR EMPLOYED--JOB 1 SEP" ; +label variable ER21142 "BC6 WTR EMPLOYED--JOB 1 OCT" ; +label variable ER21143 "BC6 WTR EMPLOYED--JOB 1 NOV" ; +label variable ER21144 "BC6 WTR EMPLOYED--JOB 1 DEC" ; +label variable ER21145 "BC20 MAIN OCC FOR JOB 1: 2000 CODE (HD)" ; +label variable ER21146 "BC21 MAIN IND FOR JOB 1: 2000 CODE (HD)" ; +label variable ER21147 "BC22 WORK SELF/OTR?--JOB 1" ; +label variable ER21148 "BC23 CORP/UNCORP BUS--JOB 1" ; +label variable ER21149 "BC24 WORK FOR GOVT?--JOB 1" ; +label variable ER21150 "BC26 JOB NOW UNION? (H-E)" ; +label variable ER21151 "BC27 BELONG UNION? (HD-E)" ; +label variable ER21152 "BC29 SLRY/HRLY/OTR (H-E)" ; +label variable ER21153 "BC30 SALARY AMOUNT" ; +label variable ER21154 "BC30 SALARY PER WHAT" ; +label variable ER21155 "BC31 WTR SAL PD OT (HD-E)" ; +label variable ER21156 "BC32 HOW PAID FOR OT" ; +label variable ER21157 "BC32A EXACT OT PAY IF SALARIED" ; +label variable ER21158 "BC32A EXACT OT PAY PER" ; +label variable ER21159 "BC33 HOURLY REGULAR RATE" ; +label variable ER21160 "BC34 OT DIFFERENTIAL 1ST" ; +label variable ER21161 "BC34 OT DIFFERENTIAL 2ND" ; +label variable ER21162 "BC34 OT DIFFERENTIAL 3RD" ; +label variable ER21163 "BC34A EXACT OT PAY IF HOURLY" ; +label variable ER21164 "BC34A EXACT OT PAY PER" ; +label variable ER21165 "BC36 AVG TIPS/COMM" ; +label variable ER21166 "BC36 TIPS/COMM PER WHAT" ; +label variable ER21167 "BC37 AVG TIPS/COMM" ; +label variable ER21168 "BC37 TIPS/COMM PER WHAT" ; +label variable ER21169 "BC38 HOW PAID-OTR (HD-E)" ; +label variable ER21170 "BC39 OT RATE" ; +label variable ER21171 "BC41 YRS PRES EMP (H-E)" ; +label variable ER21172 "BC41 MOS PRES EMP (H-E)" ; +label variable ER21173 "BC41 WKS PRES EMP (H-E)" ; +label variable ER21174 "CALCULATED ELAPSED WEEKS--HD JOB 1" ; +label variable ER21175 "ACCURACY OF ELAPSED WEEKS--HD JOB 1" ; +label variable ER21176 "BC43 HOURS/WEEK WORKED--JOB 1" ; +label variable ER21177 "ACCURACY OF HR/WK WORKED--HD JOB 1" ; +label variable ER21178 "BC44 WTR WORKED OT--JOB 1" ; +label variable ER21179 "BC45 AMT OF OT WORKED--JOB 1" ; +label variable ER21180 "BC45 OT TIME UNIT--JOB 1" ; +label variable ER21181 "ACCURACY OF OT--HD JOB 1" ; +label variable ER21182 "BC46 AMOUNT EARNED LAST YEAR--JOB 1" ; +label variable ER21183 "BC46 PER FOR AMT EARNED LAST YR--JOB 1" ; +label variable ER21184 "BC51 WHY LAST JOB END (HD-U)" ; +label variable ER21185 "BC6 BEGINNING MONTH--JOB 2" ; +label variable ER21186 "BC6 BEGINNING YEAR--JOB 2" ; +label variable ER21187 "BC6 ENDING MONTH--JOB 2" ; +label variable ER21188 "BC6 ENDING YEAR--JOB 2" ; +label variable ER21189 "BC6 WTR EMPLOYED--JOB 2 JAN" ; +label variable ER21190 "BC6 WTR EMPLOYED--JOB 2 FEB" ; +label variable ER21191 "BC6 WTR EMPLOYED--JOB 2 MAR" ; +label variable ER21192 "BC6 WTR EMPLOYED--JOB 2 APR" ; +label variable ER21193 "BC6 WTR EMPLOYED--JOB 2 MAY" ; +label variable ER21194 "BC6 WTR EMPLOYED--JOB 2 JUN" ; +label variable ER21195 "BC6 WTR EMPLOYED--JOB 2 JUL" ; +label variable ER21196 "BC6 WTR EMPLOYED--JOB 2 AUG" ; +label variable ER21197 "BC6 WTR EMPLOYED--JOB 2 SEP" ; +label variable ER21198 "BC6 WTR EMPLOYED--JOB 2 OCT" ; +label variable ER21199 "BC6 WTR EMPLOYED--JOB 2 NOV" ; +label variable ER21200 "BC6 WTR EMPLOYED--JOB 2 DEC" ; +label variable ER21201 "BC20 MAIN OCC FOR JOB 2: 2000 CODE (HD)" ; +label variable ER21202 "BC21 MAIN IND FOR JOB 2: 2000 CODE (HD)" ; +label variable ER21203 "BC22 WORK SELF/OTR?--JOB 2" ; +label variable ER21204 "BC23 CORP/UNCORP BUS--JOB 2" ; +label variable ER21205 "BC24 WORK FOR GOVT?--JOB 2" ; +label variable ER21206 "CALCULATED ELAPSED WEEKS--HD JOB 2" ; +label variable ER21207 "ACCURACY OF ELAPSED WEEKS--HD JOB 2" ; +label variable ER21208 "BC43 HOURS/WEEK WORKED--JOB 2" ; +label variable ER21209 "ACCURACY OF HR/WK WORKED--HD JOB 2" ; +label variable ER21210 "BC44 WTR WORKED OT--JOB 2" ; +label variable ER21211 "BC45 AMT OF OT WORKED--JOB 2" ; +label variable ER21212 "BC45 OT TIME UNIT--JOB 2" ; +label variable ER21213 "ACCURACY OF OT--HD JOB 2" ; +label variable ER21214 "BC46 AMOUNT EARNED LAST YEAR--JOB 2" ; +label variable ER21215 "BC46 PER FOR AMT EARNED LAST YR--JOB 2" ; +label variable ER21216 "BC51 WHY JOB ENDED--JOB 2" ; +label variable ER21217 "BC6 BEGINNING MONTH--JOB 3" ; +label variable ER21218 "BC6 BEGINNING YEAR--JOB 3" ; +label variable ER21219 "BC6 ENDING MONTH--JOB 3" ; +label variable ER21220 "BC6 ENDING YEAR--JOB 3" ; +label variable ER21221 "BC6 WTR EMPLOYED--JOB 3 JAN" ; +label variable ER21222 "BC6 WTR EMPLOYED--JOB 3 FEB" ; +label variable ER21223 "BC6 WTR EMPLOYED--JOB 3 MAR" ; +label variable ER21224 "BC6 WTR EMPLOYED--JOB 3 APR" ; +label variable ER21225 "BC6 WTR EMPLOYED--JOB 3 MAY" ; +label variable ER21226 "BC6 WTR EMPLOYED--JOB 3 JUN" ; +label variable ER21227 "BC6 WTR EMPLOYED--JOB 3 JUL" ; +label variable ER21228 "BC6 WTR EMPLOYED--JOB 3 AUG" ; +label variable ER21229 "BC6 WTR EMPLOYED--JOB 3 SEP" ; +label variable ER21230 "BC6 WTR EMPLOYED--JOB 3 OCT" ; +label variable ER21231 "BC6 WTR EMPLOYED--JOB 3 NOV" ; +label variable ER21232 "BC6 WTR EMPLOYED--JOB 3 DEC" ; +label variable ER21233 "BC20 MAIN OCC FOR JOB 3: 2000 CODE (HD)" ; +label variable ER21234 "BC21 MAIN IND FOR JOB 3: 2000 CODE (HD)" ; +label variable ER21235 "BC22 WORK SELF/OTR?--JOB 3" ; +label variable ER21236 "BC23 CORP/UNCORP BUS--JOB 3" ; +label variable ER21237 "BC24 WORK FOR GOVT?--JOB 3" ; +label variable ER21238 "CALCULATED ELAPSED WEEKS--HD JOB 3" ; +label variable ER21239 "ACCURACY OF ELAPSED WEEKS--HD JOB 3" ; +label variable ER21240 "BC43 HOURS/WEEK WORKED--JOB 3" ; +label variable ER21241 "ACCURACY OF HR/WK WORKED--HD JOB 3" ; +label variable ER21242 "BC44 WTR WORKED OT--JOB 3" ; +label variable ER21243 "BC45 AMT OF OT WORKED--JOB 3" ; +label variable ER21244 "BC45 OT TIME UNIT--JOB 3" ; +label variable ER21245 "ACCURACY OF OT--HD JOB 3" ; +label variable ER21246 "BC46 AMOUNT EARNED LAST YEAR--JOB 3" ; +label variable ER21247 "BC46 PER FOR AMT EARNED LAST YR--JOB 3" ; +label variable ER21248 "BC51 WHY JOB ENDED--JOB 3" ; +label variable ER21249 "BC6 BEGINNING MONTH--JOB 4" ; +label variable ER21250 "BC6 BEGINNING YEAR--JOB 4" ; +label variable ER21251 "BC6 ENDING MONTH--JOB 4" ; +label variable ER21252 "BC6 ENDING YEAR--JOB 4" ; +label variable ER21253 "BC6 WTR EMPLOYED--JOB 4 JAN" ; +label variable ER21254 "BC6 WTR EMPLOYED--JOB 4 FEB" ; +label variable ER21255 "BC6 WTR EMPLOYED--JOB 4 MAR" ; +label variable ER21256 "BC6 WTR EMPLOYED--JOB 4 APR" ; +label variable ER21257 "BC6 WTR EMPLOYED--JOB 4 MAY" ; +label variable ER21258 "BC6 WTR EMPLOYED--JOB 4 JUN" ; +label variable ER21259 "BC6 WTR EMPLOYED--JOB 4 JUL" ; +label variable ER21260 "BC6 WTR EMPLOYED--JOB 4 AUG" ; +label variable ER21261 "BC6 WTR EMPLOYED--JOB 4 SEP" ; +label variable ER21262 "BC6 WTR EMPLOYED--JOB 4 OCT" ; +label variable ER21263 "BC6 WTR EMPLOYED--JOB 4 NOV" ; +label variable ER21264 "BC6 WTR EMPLOYED--JOB 4 DEC" ; +label variable ER21265 "BC20 MAIN OCC FOR JOB 4: 2000 CODE (HD)" ; +label variable ER21266 "BC21 MAIN IND FOR JOB 4: 2000 CODE (HD)" ; +label variable ER21267 "BC22 WORK SELF/OTR?--JOB 4" ; +label variable ER21268 "BC23 CORP/UNCORP BUS--JOB 4" ; +label variable ER21269 "BC24 WORK FOR GOVT?--JOB 4" ; +label variable ER21270 "CALCULATED ELAPSED WEEKS--HD JOB 4" ; +label variable ER21271 "ACCURACY OF ELAPSED WEEKS--HD JOB 4" ; +label variable ER21272 "BC43 HOURS/WEEK WORKED--JOB 4" ; +label variable ER21273 "ACCURACY OF HR/WK WORKED--HD JOB 4" ; +label variable ER21274 "BC44 WTR WORKED OT--JOB 4" ; +label variable ER21275 "BC45 AMT OF OT WORKED--JOB 4" ; +label variable ER21276 "BC45 OT TIME UNIT--JOB 4" ; +label variable ER21277 "ACCURACY OF OT--HD JOB 4" ; +label variable ER21278 "BC46 AMOUNT EARNED LAST YEAR--JOB 4" ; +label variable ER21279 "BC46 PER FOR AMT EARNED LAST YR--JOB 4" ; +label variable ER21280 "BC51 WHY JOB ENDED--JOB 4" ; +label variable ER21281 "NUMBER OF ADDITIONAL JOBS--HD" ; +label variable ER21282 "BC10 WTR OTRS ILL (HD)" ; +label variable ER21283 "BC10 DAYS OTHERS SICK" ; +label variable ER21284 "ACCURACY OF DAYS OTRS SICK (HD)" ; +label variable ER21285 "BC10 WEEKS OTHERS SICK" ; +label variable ER21286 "ACCURACY OF WEEKS OTRS SICK (HD)" ; +label variable ER21287 "BC10 MONTHS OTHERS SICK" ; +label variable ER21288 "ACCURACY OF MONTHS OTRS SICK (HD)" ; +label variable ER21289 "BC11 WTR SELF ILL (HD)" ; +label variable ER21290 "BC11 DAYS SELF SICK" ; +label variable ER21291 "ACCURACY OF DAYS SELF ILL (HD)" ; +label variable ER21292 "BC11 WEEKS SELF SICK" ; +label variable ER21293 "ACCURACY OF WEEKS SELF ILL (HD)" ; +label variable ER21294 "BC11 MONTHS SELF SICK" ; +label variable ER21295 "ACCURACY OF MONTHS SELF ILL (HD)" ; +label variable ER21296 "BC12 WTR VACATION (HD)" ; +label variable ER21297 "BC12 DAYS VACATION" ; +label variable ER21298 "ACCURACY OF DAYS VACATION (HD)" ; +label variable ER21299 "BC12 WEEKS VACATION" ; +label variable ER21300 "ACCURACY OF WEEKS VACATION (HD)" ; +label variable ER21301 "BC12 MONTHS VACATION" ; +label variable ER21302 "ACCURACY OF MONTHS VACATION (HD)" ; +label variable ER21303 "BC13 WTR STRIKE (HD)" ; +label variable ER21304 "BC13 DAYS STRIKE" ; +label variable ER21305 "ACCURACY OF STRIKE DAYS (HD)" ; +label variable ER21306 "BC13 WEEKS STRIKE" ; +label variable ER21307 "ACCURACY OF STRIKE WEEKS (HD)" ; +label variable ER21308 "BC13 MONTHS STRIKE" ; +label variable ER21309 "ACCURACY OF STRIKE MONTHS (HD)" ; +label variable ER21310 "BC14 WTR LAID OFF (HD)" ; +label variable ER21311 "BC14 DAYS LAID OFF" ; +label variable ER21312 "ACCURACY OF DAYS LAID OFF (HD)" ; +label variable ER21313 "BC14 WEEKS LAID OFF" ; +label variable ER21314 "ACCURACY OF WEEKS LAID OFF (HD)" ; +label variable ER21315 "BC14 MONTHS LAID OFF" ; +label variable ER21316 "ACCURACY OF MONTHS LAID OFF (HD)" ; +label variable ER21317 "BC8 WTR UNEMPLOYED(HD)" ; +label variable ER21318 "BC8 DAYS UNEMPLOYED" ; +label variable ER21319 "ACCURACY OF DAYS UNEMPLOYED (HD)" ; +label variable ER21320 "BC8 WEEKS UNEMPLOYED" ; +label variable ER21321 "ACCURACY OF WEEKS UNEMPLOYED (HD)" ; +label variable ER21322 "BC8 MONTHS UNEMPLOYED" ; +label variable ER21323 "ACCURACY OF MONTHS UNEMPLOYED (HD)" ; +label variable ER21324 "BC8 WTR UNEMPLOYED JAN" ; +label variable ER21325 "BC8 WTR UNEMPLOYED FEB" ; +label variable ER21326 "BC8 WTR UNEMPLOYED MAR" ; +label variable ER21327 "BC8 WTR UNEMPLOYED APR" ; +label variable ER21328 "BC8 WTR UNEMPLOYED MAY" ; +label variable ER21329 "BC8 WTR UNEMPLOYED JUN" ; +label variable ER21330 "BC8 WTR UNEMPLOYED JUL" ; +label variable ER21331 "BC8 WTR UNEMPLOYED AUG" ; +label variable ER21332 "BC8 WTR UNEMPLOYED SEP" ; +label variable ER21333 "BC8 WTR UNEMPLOYED OCT" ; +label variable ER21334 "BC8 WTR UNEMPLOYED NOV" ; +label variable ER21335 "BC8 WTR UNEMPLOYED DEC" ; +label variable ER21336 "BC7 WTR OUT LAB FRC(H)" ; +label variable ER21337 "BC7 DAYS OUT OF LAB FORCE" ; +label variable ER21338 "ACCURACY OF DAYS OUT OF LAB FORCE (HD)" ; +label variable ER21339 "BC7WEEKS OUT LABOR FORCE" ; +label variable ER21340 "ACCURACY OF WKS OUT OF LAB FORCE (HD)" ; +label variable ER21341 "BC7 MONTHS OUT LABR FORCE" ; +label variable ER21342 "ACCURACY OF MOS OUT OF LAB FORCE (HD)" ; +label variable ER21343 "BC7 WTR OUT LAB FORC JAN" ; +label variable ER21344 "BC7 WTR OUT LAB FORC FEB" ; +label variable ER21345 "BC7 WTR OUT LAB FORC MAR" ; +label variable ER21346 "BC7 WTR OUT LAB FORC APR" ; +label variable ER21347 "BC7 WTR OUT LAB FORC MAY" ; +label variable ER21348 "BC7 WTR OUT LAB FORC JUN" ; +label variable ER21349 "BC7 WTR OUT LAB FORC JUL" ; +label variable ER21350 "BC7 WTR OUT LAB FORC AUG" ; +label variable ER21351 "BC7 WTR OUT LAB FORC SEP" ; +label variable ER21352 "BC7 WTR OUT LAB FORC OCT" ; +label variable ER21353 "BC7 WTR OUT LAB FORC NOV" ; +label variable ER21354 "BC7 WTR OUT LAB FORC DEC" ; +label variable ER21355 "BC54 TOTAL WEEKS WORKED" ; +label variable ER21356 "BC56 TOTAL HOURS WORKED" ; +label variable ER21357 "BC62 WTR EVER WORKED" ; +label variable ER21358 "BC63 MO LAST WORKED" ; +label variable ER21359 "BC63 YR LAST WORKED" ; +label variable ER21360 "BC64 WTR LOOKING FOR JOB" ; +label variable ER21361 "BC65 WTR PUBLIC EMP AGENCY (HD)" ; +label variable ER21362 "BC65 WTR PRIVATE EMP AGENCY (HD)" ; +label variable ER21363 "BC65 WTR CHKD W/CURRENT EMP (HD)" ; +label variable ER21364 "BC65 WTR CHKD W/OTHER EMP (HD)" ; +label variable ER21365 "BC65 WTR CHKD W/FRIEND OR REL (HD)" ; +label variable ER21366 "BC65 WTR PLACED OR ANSWERED ADS (HD)" ; +label variable ER21367 "BC65 WTR OTHER ACTIVITY (HD)" ; +label variable ER21368 "BC65 WTR DONE NOTHING (HD)" ; +label variable ER21369 "BC67 YRS LOOK WRK (H-U)" ; +label variable ER21370 "BC67 MOS LOOK WRK (H-U)" ; +label variable ER21371 "BC67 WKS LOOK WRK (H-U)" ; +label variable ER21372 "DE1 CKPT: WTR WIFE IN FU" ; +label variable ER21373 "DE1 EMPLOYMENT STATUS-1ST MENTION" ; +label variable ER21374 "DE1 EMPLOYMENT STATUS-2ND MENTION" ; +label variable ER21375 "DE1 EMPLOYMENT STATUS-3RD MENTION" ; +label variable ER21376 "DE2 YEAR RETIRED (WF-R)" ; +label variable ER21377 "DE3 WTR WORKED SINCE JAN 1 OF PRIOR YEAR" ; +label variable ER21378 "DE16-17 MAIN JOB INDICATOR" ; +label variable ER21379 "DE6 BEGINNING MONTH--JOB 1" ; +label variable ER21380 "DE6 BEGINNING YEAR--JOB 1" ; +label variable ER21381 "DE6 ENDING MONTH--JOB 1" ; +label variable ER21382 "DE6 ENDING YEAR--JOB 1" ; +label variable ER21383 "DE6 WTR EMPLOYED--JOB 1 JAN" ; +label variable ER21384 "DE6 WTR EMPLOYED--JOB 1 FEB" ; +label variable ER21385 "DE6 WTR EMPLOYED--JOB 1 MAR" ; +label variable ER21386 "DE6 WTR EMPLOYED--JOB 1 APR" ; +label variable ER21387 "DE6 WTR EMPLOYED--JOB 1 MAY" ; +label variable ER21388 "DE6 WTR EMPLOYED--JOB 1 JUN" ; +label variable ER21389 "DE6 WTR EMPLOYED--JOB 1 JUL" ; +label variable ER21390 "DE6 WTR EMPLOYED--JOB 1 AUG" ; +label variable ER21391 "DE6 WTR EMPLOYED--JOB 1 SEP" ; +label variable ER21392 "DE6 WTR EMPLOYED--JOB 1 OCT" ; +label variable ER21393 "DE6 WTR EMPLOYED--JOB 1 NOV" ; +label variable ER21394 "DE6 WTR EMPLOYED--JOB 1 DEC" ; +label variable ER21395 "DE20 MAIN OCC FOR JOB 1: 2000 CODE (WF)" ; +label variable ER21396 "DE21 MAIN IND FOR JOB 1: 2000 CODE (WF)" ; +label variable ER21397 "DE22 WORK SELF/OTR?--JOB 1" ; +label variable ER21398 "DE23 CORP/UNCORP BUS--JOB 1" ; +label variable ER21399 "DE24 WORK FOR GOVT?--JOB 1" ; +label variable ER21400 "DE26 JOB NOW UNION? (W-E)" ; +label variable ER21401 "DE27 BELONG UNION? (WF-E)" ; +label variable ER21402 "DE29 SLRY/HRLY/OTR (W-E)" ; +label variable ER21403 "DE30 SALARY AMOUNT" ; +label variable ER21404 "DE30 SALARY PER WHAT" ; +label variable ER21405 "DE31 WTR SAL PD OT (WF-E)" ; +label variable ER21406 "DE32 HOW PAID FOR OT" ; +label variable ER21407 "DE32A EXACT OT PAY IF SALARIED" ; +label variable ER21408 "DE32A EXACT OT PAY PER" ; +label variable ER21409 "DE33 HOURLY REGULAR RATE" ; +label variable ER21410 "DE34 OT DIFFERENTIAL 1ST" ; +label variable ER21411 "DE34 OT DIFFERENTIAL 2ND" ; +label variable ER21412 "DE34 OT DIFFERENTIAL 3RD" ; +label variable ER21413 "DE34A EXACT OT PAY IF HOURLY" ; +label variable ER21414 "DE34A EXACT OT PAY PER" ; +label variable ER21415 "DE36 AVG TIPS/COMM" ; +label variable ER21416 "DE36 TIPS/COMM PER WHAT" ; +label variable ER21417 "DE37 AVG TIPS/COMM" ; +label variable ER21418 "DE37 TIPS/COMM PER WHAT" ; +label variable ER21419 "DE38 HOW PAID-OTR (WF-E)" ; +label variable ER21420 "DE39 OT RATE" ; +label variable ER21421 "DE41 YRS PRES EMP (W-E)" ; +label variable ER21422 "DE41 MOS PRES EMP (W-E)" ; +label variable ER21423 "DE41 WKS PRES EMP (W-E)" ; +label variable ER21424 "CALCULATED ELAPSED WEEKS--WF JOB 1" ; +label variable ER21425 "ACCURACY OF ELAPSED WEEKS--WF JOB 1" ; +label variable ER21426 "DE43 HOURS/WEEK WORKED--JOB 1" ; +label variable ER21427 "ACCURACY OF HR/WK WORKED--WF JOB 1" ; +label variable ER21428 "DE44 WTR WORKED OT--JOB 1" ; +label variable ER21429 "DE45 AMT OF OT WORKED--JOB 1" ; +label variable ER21430 "DE45 OT TIME UNIT--JOB 1" ; +label variable ER21431 "ACCURACY OF OT--WF JOB 1" ; +label variable ER21432 "DE46 AMOUNT EARNED LAST YEAR--JOB 1" ; +label variable ER21433 "DE46 PER FOR AMT EARNED LAST YR--JOB 1" ; +label variable ER21434 "DE51 WHY LAST JOB END (WF-U)" ; +label variable ER21435 "DE6 BEGINNING MONTH--JOB 2" ; +label variable ER21436 "DE6 BEGINNING YEAR--JOB 2" ; +label variable ER21437 "DE6 ENDING MONTH--JOB 2" ; +label variable ER21438 "DE6 ENDING YEAR--JOB 2" ; +label variable ER21439 "DE6 WTR EMPLOYED--JOB 2 JAN" ; +label variable ER21440 "DE6 WTR EMPLOYED--JOB 2 FEB" ; +label variable ER21441 "DE6 WTR EMPLOYED--JOB 2 MAR" ; +label variable ER21442 "DE6 WTR EMPLOYED--JOB 2 APR" ; +label variable ER21443 "DE6 WTR EMPLOYED--JOB 2 MAY" ; +label variable ER21444 "DE6 WTR EMPLOYED--JOB 2 JUN" ; +label variable ER21445 "DE6 WTR EMPLOYED--JOB 2 JUL" ; +label variable ER21446 "DE6 WTR EMPLOYED--JOB 2 AUG" ; +label variable ER21447 "DE6 WTR EMPLOYED--JOB 2 SEP" ; +label variable ER21448 "DE6 WTR EMPLOYED--JOB 2 OCT" ; +label variable ER21449 "DE6 WTR EMPLOYED--JOB 2 NOV" ; +label variable ER21450 "DE6 WTR EMPLOYED--JOB 2 DEC" ; +label variable ER21451 "DE20 MAIN OCC FOR JOB 2: 2000 CODE (WF)" ; +label variable ER21452 "DE21 MAIN IND FOR JOB 2: 2000 CODE (WF)" ; +label variable ER21453 "DE22 WORK SELF/OTR?--JOB 2" ; +label variable ER21454 "DE23 CORP/UNCORP BUS--JOB 2" ; +label variable ER21455 "DE24 WORK FOR GOVT?--JOB 2" ; +label variable ER21456 "CALCULATED ELAPSED WEEKS--WF JOB 2" ; +label variable ER21457 "ACCURACY OF ELAPSED WEEKS--WF JOB 2" ; +label variable ER21458 "DE43 HOURS/WEEK WORKED--JOB 2" ; +label variable ER21459 "ACCURACY OF HR/WK WORKED--WF JOB 2" ; +label variable ER21460 "DE44 WTR WORKED OT--JOB 2" ; +label variable ER21461 "DE45 AMT OF OT WORKED--JOB 2" ; +label variable ER21462 "DE45 OT TIME UNIT--JOB 2" ; +label variable ER21463 "ACCURACY OF OT--WF JOB 2" ; +label variable ER21464 "DE46 AMOUNT EARNED LAST YEAR--JOB 2" ; +label variable ER21465 "DE46 PER FOR AMT EARNED LAST YR--JOB 2" ; +label variable ER21466 "DE51 WHY JOB ENDED--JOB 2" ; +label variable ER21467 "DE6 BEGINNING MONTH--JOB 3" ; +label variable ER21468 "DE6 BEGINNING YEAR--JOB 3" ; +label variable ER21469 "DE6 ENDING MONTH--JOB 3" ; +label variable ER21470 "DE6 ENDING YEAR--JOB 3" ; +label variable ER21471 "DE6 WTR EMPLOYED--JOB 3 JAN" ; +label variable ER21472 "DE6 WTR EMPLOYED--JOB 3 FEB" ; +label variable ER21473 "DE6 WTR EMPLOYED--JOB 3 MAR" ; +label variable ER21474 "DE6 WTR EMPLOYED--JOB 3 APR" ; +label variable ER21475 "DE6 WTR EMPLOYED--JOB 3 MAY" ; +label variable ER21476 "DE6 WTR EMPLOYED--JOB 3 JUN" ; +label variable ER21477 "DE6 WTR EMPLOYED--JOB 3 JUL" ; +label variable ER21478 "DE6 WTR EMPLOYED--JOB 3 AUG" ; +label variable ER21479 "DE6 WTR EMPLOYED--JOB 3 SEP" ; +label variable ER21480 "DE6 WTR EMPLOYED--JOB 3 OCT" ; +label variable ER21481 "DE6 WTR EMPLOYED--JOB 3 NOV" ; +label variable ER21482 "DE6 WTR EMPLOYED--JOB 3 DEC" ; +label variable ER21483 "DE20 MAIN OCC FOR JOB 3: 2000 CODE (WF)" ; +label variable ER21484 "DE21 MAIN IND FOR JOB 3: 2000 CODE (WF)" ; +label variable ER21485 "DE22 WORK SELF/OTR?--JOB 3" ; +label variable ER21486 "DE23 CORP/UNCORP BUS--JOB 3" ; +label variable ER21487 "DE24 WORK FOR GOVT?--JOB 3" ; +label variable ER21488 "CALCULATED ELAPSED WEEKS--WF JOB 3" ; +label variable ER21489 "ACCURACY OF ELAPSED WEEKS--WF JOB 3" ; +label variable ER21490 "DE43 HOURS/WEEK WORKED--JOB 3" ; +label variable ER21491 "ACCURACY OF HR/WK WORKED--WF JOB 3" ; +label variable ER21492 "DE44 WTR WORKED OT--JOB 3" ; +label variable ER21493 "DE45 AMT OF OT WORKED--JOB 3" ; +label variable ER21494 "DE45 OT TIME UNIT--JOB 3" ; +label variable ER21495 "ACCURACY OF OT--WF JOB 3" ; +label variable ER21496 "DE46 AMOUNT EARNED LAST YEAR--JOB 3" ; +label variable ER21497 "DE46 PER FOR AMT EARNED LAST YR--JOB 3" ; +label variable ER21498 "DE51 WHY JOB ENDED--JOB 3" ; +label variable ER21499 "DE6 BEGINNING MONTH--JOB 4" ; +label variable ER21500 "DE6 BEGINNING YEAR--JOB 4" ; +label variable ER21501 "DE6 ENDING MONTH--JOB 4" ; +label variable ER21502 "DE6 ENDING YEAR--JOB 4" ; +label variable ER21503 "DE6 WTR EMPLOYED--JOB 4 JAN" ; +label variable ER21504 "DE6 WTR EMPLOYED--JOB 4 FEB" ; +label variable ER21505 "DE6 WTR EMPLOYED--JOB 4 MAR" ; +label variable ER21506 "DE6 WTR EMPLOYED--JOB 4 APR" ; +label variable ER21507 "DE6 WTR EMPLOYED--JOB 4 MAY" ; +label variable ER21508 "DE6 WTR EMPLOYED--JOB 4 JUN" ; +label variable ER21509 "DE6 WTR EMPLOYED--JOB 4 JUL" ; +label variable ER21510 "DE6 WTR EMPLOYED--JOB 4 AUG" ; +label variable ER21511 "DE6 WTR EMPLOYED--JOB 4 SEP" ; +label variable ER21512 "DE6 WTR EMPLOYED--JOB 4 OCT" ; +label variable ER21513 "DE6 WTR EMPLOYED--JOB 4 NOV" ; +label variable ER21514 "DE6 WTR EMPLOYED--JOB 4 DEC" ; +label variable ER21515 "DE20 MAIN OCC FOR JOB 4: 2000 CODE (WF)" ; +label variable ER21516 "DE21 MAIN IND FOR JOB 4: 2000 CODE (WF)" ; +label variable ER21517 "DE22 WORK SELF/OTR?--JOB 4" ; +label variable ER21518 "DE23 CORP/UNCORP BUS--JOB 4" ; +label variable ER21519 "DE24 WORK FOR GOVT?--JOB 4" ; +label variable ER21520 "CALCULATED ELAPSED WEEKS--WF JOB 4" ; +label variable ER21521 "ACCURACY OF ELAPSED WEEKS--WF JOB 4" ; +label variable ER21522 "DE43 HOURS/WEEK WORKED--JOB 4" ; +label variable ER21523 "ACCURACY OF HR/WK WORKED--WF JOB 4" ; +label variable ER21524 "DE44 WTR WORKED OT--JOB 4" ; +label variable ER21525 "DE45 AMT OF OT WORKED--JOB 4" ; +label variable ER21526 "DE45 OT TIME UNIT--JOB 4" ; +label variable ER21527 "ACCURACY OF OT--WF JOB 4" ; +label variable ER21528 "DE46 AMOUNT EARNED LAST YEAR--JOB 4" ; +label variable ER21529 "DE46 PER FOR AMT EARNED LAST YR--JOB 4" ; +label variable ER21530 "DE51 WHY JOB ENDED--JOB 4" ; +label variable ER21531 "NUMBER OF ADDITIONAL JOBS--WF" ; +label variable ER21532 "DE10 WTR OTRS ILL (WF)" ; +label variable ER21533 "DE10 DAYS OTHERS SICK" ; +label variable ER21534 "ACCURACY OF DAYS OTRS SICK (WF)" ; +label variable ER21535 "DE10 WEEKS OTHERS SICK" ; +label variable ER21536 "ACCURACY OF WEEKS OTRS SICK (WF)" ; +label variable ER21537 "DE10 MONTHS OTHERS SICK" ; +label variable ER21538 "ACCURACY OF MONTHS OTRS SICK (WF)" ; +label variable ER21539 "DE11 WTR SELF ILL (WF)" ; +label variable ER21540 "DE11 DAYS SELF SICK" ; +label variable ER21541 "ACCURACY OF DAYS SELF ILL (WF)" ; +label variable ER21542 "DE11 WEEKS SELF SICK" ; +label variable ER21543 "ACCURACY OF WEEKS SELF ILL (WF)" ; +label variable ER21544 "DE11 MONTHS SELF SICK" ; +label variable ER21545 "ACCURACY OF MONTHS SELF ILL (WF)" ; +label variable ER21546 "DE12 WTR VACATION (WF)" ; +label variable ER21547 "DE12 DAYS VACATION" ; +label variable ER21548 "ACCURACY OF DAYS VACATION (WF)" ; +label variable ER21549 "DE12 WEEKS VACATION" ; +label variable ER21550 "ACCURACY OF WEEKS VACATION (WF)" ; +label variable ER21551 "DE12 MONTHS VACATION" ; +label variable ER21552 "ACCURACY OF MONTHS VACATION (WF)" ; +label variable ER21553 "DE13 WTR STRIKE (WF)" ; +label variable ER21554 "DE13 DAYS STRIKE" ; +label variable ER21555 "ACCURACY OF STRIKE DAYS (WF)" ; +label variable ER21556 "DE13 WEEKS STRIKE" ; +label variable ER21557 "ACCURACY OF STRIKE WEEKS (WF)" ; +label variable ER21558 "DE13 MONTHS STRIKE" ; +label variable ER21559 "ACCURACY OF STRIKE MONTHS (WF)" ; +label variable ER21560 "DE14 WTR LAID OFF (WF)" ; +label variable ER21561 "DE14 DAYS LAID OFF" ; +label variable ER21562 "ACCURACY OF DAYS LAID OFF (WF)" ; +label variable ER21563 "DE14 WEEKS LAID OFF" ; +label variable ER21564 "ACCURACY OF WEEKS LAID OFF (WF)" ; +label variable ER21565 "DE14 MONTHS LAID OFF" ; +label variable ER21566 "ACCURACY OF MONTHS LAID OFF (WF)" ; +label variable ER21567 "DE8 WTR UNEMPLOYED(WF)" ; +label variable ER21568 "DE8 DAYS UNEMPLOYED" ; +label variable ER21569 "ACCURACY OF DAYS UNEMPLOYED (WF)" ; +label variable ER21570 "DE8 WEEKS UNEMPLOYED" ; +label variable ER21571 "ACCURACY OF WEEKS UNEMPLOYED (WF)" ; +label variable ER21572 "DE8 MONTHS UNEMPLOYED" ; +label variable ER21573 "ACCURACY OF MONTHS UNEMPLOYED (WF)" ; +label variable ER21574 "DE8 WTR UNEMPLOYED JAN" ; +label variable ER21575 "DE8 WTR UNEMPLOYED FEB" ; +label variable ER21576 "DE8 WTR UNEMPLOYED MAR" ; +label variable ER21577 "DE8 WTR UNEMPLOYED APR" ; +label variable ER21578 "DE8 WTR UNEMPLOYED MAY" ; +label variable ER21579 "DE8 WTR UNEMPLOYED JUN" ; +label variable ER21580 "DE8 WTR UNEMPLOYED JUL" ; +label variable ER21581 "DE8 WTR UNEMPLOYED AUG" ; +label variable ER21582 "DE8 WTR UNEMPLOYED SEP" ; +label variable ER21583 "DE8 WTR UNEMPLOYED OCT" ; +label variable ER21584 "DE8 WTR UNEMPLOYED NOV" ; +label variable ER21585 "DE8 WTR UNEMPLOYED DEC" ; +label variable ER21586 "DE7 WTR OUT LAB FRC(W)" ; +label variable ER21587 "DE7 DAYS OUT OF LAB FORCE" ; +label variable ER21588 "ACCURACY OF DAYS OUT OF LAB FORCE (WF)" ; +label variable ER21589 "DE7WEEKS OUT LABOR FORCE" ; +label variable ER21590 "ACCURACY OF WKS OUT OF LAB FORCE (WF)" ; +label variable ER21591 "DE7 MONTHS OUT LABR FORCE" ; +label variable ER21592 "ACCURACY OF MOS OUT OF LAB FORCE (WF)" ; +label variable ER21593 "DE7 WTR OUT LAB FORC JAN" ; +label variable ER21594 "DE7 WTR OUT LAB FORC FEB" ; +label variable ER21595 "DE7 WTR OUT LAB FORC MAR" ; +label variable ER21596 "DE7 WTR OUT LAB FORC APR" ; +label variable ER21597 "DE7 WTR OUT LAB FORC MAY" ; +label variable ER21598 "DE7 WTR OUT LAB FORC JUN" ; +label variable ER21599 "DE7 WTR OUT LAB FORC JUL" ; +label variable ER21600 "DE7 WTR OUT LAB FORC AUG" ; +label variable ER21601 "DE7 WTR OUT LAB FORC SEP" ; +label variable ER21602 "DE7 WTR OUT LAB FORC OCT" ; +label variable ER21603 "DE7 WTR OUT LAB FORC NOV" ; +label variable ER21604 "DE7 WTR OUT LAB FORC DEC" ; +label variable ER21605 "DE54 TOTAL WEEKS WORKED" ; +label variable ER21606 "DE56 TOTAL HOURS WORKED" ; +label variable ER21607 "DE62 WTR EVER WORKED" ; +label variable ER21608 "DE63 MO LAST WORKED" ; +label variable ER21609 "DE63 YR LAST WORKED" ; +label variable ER21610 "DE64 WTR LOOKING FOR JOB" ; +label variable ER21611 "DE65 WTR PUBLIC EMP AGENCY (WF)" ; +label variable ER21612 "DE65 WTR PRIVATE EMP AGENCY (WF)" ; +label variable ER21613 "DE65 WTR CHKD W/CURRENT EMP (WF)" ; +label variable ER21614 "DE65 WTR CHKD W/OTHER EMP (WF)" ; +label variable ER21615 "DE65 WTR CHKD W/FRIEND OR REL (WF)" ; +label variable ER21616 "DE65 WTR PLACED OR ANSWERED ADS (WF)" ; +label variable ER21617 "DE65 WTR OTHER ACTIVITY (WF)" ; +label variable ER21618 "DE65 WTR DONE NOTHING (WF)" ; +label variable ER21619 "DE67 YRS LOOK WRK (W-U)" ; +label variable ER21620 "DE67 MOS LOOK WRK (W-U)" ; +label variable ER21621 "DE67 WKS LOOK WRK (W-U)" ; +label variable ER21622 "F1 CKPT:TYPE HD+WF" ; +label variable ER21623 "F2 HOUSEWORK HRS-WIFE" ; +label variable ER21624 "ACCURACY OF WF HOUSEWORK HRS" ; +label variable ER21625 "F3 HOUSEWORK HOURS-HEAD" ; +label variable ER21626 "ACCURACY OF HD HOUSEWORK HRS" ; +label variable ER21627 "F5 FAM TOGETHR MAIN MEAL" ; +label variable ER21628 "F7 COST CHILD CARE LAST YEAR" ; +label variable ER21629 "F7A WTR CHILD IN DAY CARE CNTR PREV YR" ; +label variable ER21630 "F7B WTR MEALS/SNACKS PROVIDED TO CHILD" ; +label variable ER21631 "F7C WTR DAY CARE IN CHILD/ADULT FOOD PGM" ; +label variable ER21632 "F7D WTR ADULT IN ADULT DAY CARE PREV YR" ; +label variable ER21633 "F7E WTR MEALS/SNACKS PROVIDED TO ADULT" ; +label variable ER21634 "F7F WTR CENTER IN CHILD/ADULT FOOD PGM" ; +label variable ER21635 "F7G AMT PAID FOR ADULT DAY CARE" ; +label variable ER21636 "F8 WTR USED FOOD STAMPS 2 YRS AGO" ; +label variable ER21637 "F9 VALUE OF FOOD STAMPS 2 YRS AGO" ; +label variable ER21638 "F9 TIME UNIT-VALUE FOOD STAMPS 2 YRS AGO" ; +label variable ER21639 "ACCURACY OF FOOD STAMPS 2 YEARS AGO" ; +label variable ER21640 "F10 WTR RECVD FOOD STAMPS JAN 2 YRS AGO" ; +label variable ER21641 "F10 WTR RECVD FOOD STAMPS FEB 2 YRS AGO" ; +label variable ER21642 "F10 WTR RECVD FOOD STAMPS MAR 2 YRS AGO" ; +label variable ER21643 "F10 WTR RECVD FOOD STAMPS APR 2 YRS AGO" ; +label variable ER21644 "F10 WTR RECVD FOOD STAMPS MAY 2 YRS AGO" ; +label variable ER21645 "F10 WTR RECVD FOOD STAMPS JUN 2 YRS AGO" ; +label variable ER21646 "F10 WTR RECVD FOOD STAMPS JUL 2 YRS AGO" ; +label variable ER21647 "F10 WTR RECVD FOOD STAMPS AUG 2 YRS AGO" ; +label variable ER21648 "F10 WTR RECVD FOOD STAMPS SEP 2 YRS AGO" ; +label variable ER21649 "F10 WTR RECVD FOOD STAMPS OCT 2 YRS AGO" ; +label variable ER21650 "F10 WTR RECVD FOOD STAMPS NOV 2 YRS AGO" ; +label variable ER21651 "F10 WTR RECVD FOOD STAMPS DEC 2 YRS AGO" ; +label variable ER21652 "F11 WTR RECEIVED FOOD STAMPS LAST YEAR" ; +label variable ER21653 "F12 VALUE OF FOOD STAMPS LAST YEAR" ; +label variable ER21654 "F12 TIME UNIT-VALUE FOOD STAMPS LAST YR" ; +label variable ER21655 "ACCURACY OF FOOD STAMPS LAST YEAR" ; +label variable ER21656 "F13 WTR RECVD FOOD STAMPS JAN LAST YEAR" ; +label variable ER21657 "F13 WTR RECVD FOOD STAMPS FEB LAST YEAR" ; +label variable ER21658 "F13 WTR RECVD FOOD STAMPS MAR LAST YEAR" ; +label variable ER21659 "F13 WTR RECVD FOOD STAMPS APR LAST YEAR" ; +label variable ER21660 "F13 WTR RECVD FOOD STAMPS MAY LAST YEAR" ; +label variable ER21661 "F13 WTR RECVD FOOD STAMPS JUN LAST YEAR" ; +label variable ER21662 "F13 WTR RECVD FOOD STAMPS JUL LAST YEAR" ; +label variable ER21663 "F13 WTR RECVD FOOD STAMPS AUG LAST YEAR" ; +label variable ER21664 "F13 WTR RECVD FOOD STAMPS SEP LAST YEAR" ; +label variable ER21665 "F13 WTR RECVD FOOD STAMPS OCT LAST YEAR" ; +label variable ER21666 "F13 WTR RECVD FOOD STAMPS NOV LAST YEAR" ; +label variable ER21667 "F13 WTR RECVD FOOD STAMPS DEC LAST YEAR" ; +label variable ER21668 "F14 WTR RECEIVED FOOD STAMPS THIS YEAR" ; +label variable ER21669 "F14A WTR RECVD FOOD STAMPS JAN THIS YEAR" ; +label variable ER21670 "F14A WTR RECVD FOOD STAMPS FEB THIS YEAR" ; +label variable ER21671 "F14A WTR RECVD FOOD STAMPS MAR THIS YEAR" ; +label variable ER21672 "F14A WTR RECVD FOOD STAMPS APR THIS YEAR" ; +label variable ER21673 "F14A WTR RECVD FOOD STAMPS MAY THIS YEAR" ; +label variable ER21674 "F14A WTR RECVD FOOD STAMPS JUN THIS YEAR" ; +label variable ER21675 "F14A WTR RECVD FOOD STAMPS JUL THIS YEAR" ; +label variable ER21676 "F14A WTR RECVD FOOD STAMPS AUG THIS YEAR" ; +label variable ER21677 "F14A WTR RECVD FOOD STAMPS SEP THIS YEAR" ; +label variable ER21678 "F14A WTR RECVD FOOD STAMPS OCT THIS YEAR" ; +label variable ER21679 "F14A WTR RECVD FOOD STAMPS NOV THIS YEAR" ; +label variable ER21680 "F14A WTR RECVD FOOD STAMPS DEC THIS YEAR" ; +label variable ER21681 "F15 # FU MEMBERS RECEIVED FOOD STAMPS" ; +label variable ER21682 "F16 VALUE OF FOOD STAMPS RECD THIS YR" ; +label variable ER21683 "F16 VALUE OF FOOD STAMPS PER" ; +label variable ER21684 "ACCURACY OF FOOD STAMPS THIS YEAR" ; +label variable ER21685 "F17 WTR BUY FOOD TO USE AT HOME" ; +label variable ER21686 "F18 REPORTED COST OF FOOD AT HOME" ; +label variable ER21687 "F18 COST OF FOOD AT HOME PER" ; +label variable ER21688 "ACCURACY OF FOOD AT HOME-RECD FD STAMPS" ; +label variable ER21689 "F19 WTR FOOD DELIVERED TO HOME" ; +label variable ER21690 "F20 COST OF DELIVERED FOOD" ; +label variable ER21691 "F20 COST OF DELIVERED FOOD PER" ; +label variable ER21692 "ACCURACY OF DELIVERD FOOD-RECD FD STAMPS" ; +label variable ER21693 "F21 COST OF FOOD EATEN OUT" ; +label variable ER21694 "F21 COST OF FOOD EATEN OUT PER" ; +label variable ER21695 "ACCURACY OF FOOD EATN OUT-RECD FD STAMPS" ; +label variable ER21696 "F22 REPORTED COST OF FOOD AT HOME" ; +label variable ER21697 "F22 COST OF FOOD AT HOME PER" ; +label variable ER21698 "ACCURACY OF FOOD AT HOME-NO FD STAMPS" ; +label variable ER21699 "F23 WTR FOOD DELIVERED TO HOME" ; +label variable ER21700 "F24 COST OF DELIVERED FOOD" ; +label variable ER21701 "F24 COST OF DELIVERED FOOD PER" ; +label variable ER21702 "ACCURACY OF DELIVERED FOOD-NO FD STAMPS" ; +label variable ER21703 "F25 COST OF FOOD EATEN OUT" ; +label variable ER21704 "F25 COST OF FOOD EATEN OUT PER" ; +label variable ER21705 "ACCURACY OF FOOD EATEN OUT-NO FD STAMPS" ; +label variable ER21706 "F26 WTR ENOUGH FOOD AND KIND WANTED" ; +label variable ER21707 "F27A NOT ENOUGH MONEY FOR FOOD" ; +label variable ER21708 "F27B UNABLE TO GET TO STORE" ; +label variable ER21709 "F27C WAS ON A DIET" ; +label variable ER21710 "F27D HEALTH PROBS INTERFERE" ; +label variable ER21711 "F27E STOVE/REFRIG NOT WORKING" ; +label variable ER21712 "F28A WTR WORRY FOOD RUN OUT AND NO MONEY" ; +label variable ER21713 "F28B WTR FOOD GONE AND NO MONEY FOR MORE" ; +label variable ER21714 "F28C WTR CANNOT AFFORD BALANCED MEALS" ; +label variable ER21715 "F29 CKPT: WTR MONEY FOR FOOD A PROBLEM" ; +label variable ER21716 "F30 WTR NO MONEY SO CUT SIZE/SKIP MEAL" ; +label variable ER21717 "F30A FREQUENCY CUT SIZE/SKIP MEALS" ; +label variable ER21718 "F31 WTR ATE LESS THAN SHOULD" ; +label variable ER21719 "F32 HUNGRY BUT NOT AFFORD MORE FOOD" ; +label variable ER21720 "F33 WTR LOST WEIGHT" ; +label variable ER21721 "F34 WTR DID NOT EAT FOR WHOLE DAY" ; +label variable ER21722 "F34A FREQUENCY NOT EAT WHOLE DAY" ; +label variable ER21723 "F35 WTR GOT EMERGENCY FOOD" ; +label variable ER21724 "F36 FREQUENCY GOT EMERGENCY FOOD" ; +label variable ER21725 "F37 WTR ATE AT SOUP KITCHEN" ; +label variable ER21726 "F38 CKPT: WTR CHILD < 18 IN FU LAST YR" ; +label variable ER21727 "F39A MONEY LOW SO CHEAP FOOD TO CHILD" ; +label variable ER21728 "F39B NOT AFFORD BALANCED MEALS FOR CHILD" ; +label variable ER21729 "F39C NOT AFFORD ENOUGH FOOD FOR CHILD" ; +label variable ER21730 "F40 CKPT: WTR FOOD PROBLEMS" ; +label variable ER21731 "F41 MONEY LOW SO CUT SIZE OF CHILD MEALS" ; +label variable ER21732 "F42 WTR MONEY LOW SO CHILD SKIP MEAL" ; +label variable ER21733 "F42A FREQUENCY CHILD SKIP MEAL" ; +label variable ER21734 "F43 CHLD HUNGRY BUT NOT AFFORD MORE FOOD" ; +label variable ER21735 "F44 WTR CHILD NOT EAT FOR A WHOLE DAY" ; +label variable ER21736 "F45 CKPT: WTR DIFFICULTY GET ENOUGH FOOD" ; +label variable ER21737 "F46 DIFFICULT GET ENUF FOOD JAN LAST YR" ; +label variable ER21738 "F46 DIFFICULT GET ENUF FOOD FEB LAST YR" ; +label variable ER21739 "F46 DIFFICULT GET ENUF FOOD MAR LAST YR" ; +label variable ER21740 "F46 DIFFICULT GET ENUF FOOD APR LAST YR" ; +label variable ER21741 "F46 DIFFICULT GET ENUF FOOD MAY LAST YR" ; +label variable ER21742 "F46 DIFFICULT GET ENUF FOOD JUN LAST YR" ; +label variable ER21743 "F46 DIFFICULT GET ENUF FOOD JUL LAST YR" ; +label variable ER21744 "F46 DIFFICULT GET ENUF FOOD AUG LAST YR" ; +label variable ER21745 "F46 DIFFICULT GET ENUF FOOD SEP LAST YR" ; +label variable ER21746 "F46 DIFFICULT GET ENUF FOOD OCT LAST YR" ; +label variable ER21747 "F46 DIFFICULT GET ENUF FOOD NOV LAST YR" ; +label variable ER21748 "F46 DIFFICULT GET ENUF FOOD DEC LAST YR" ; +label variable ER21749 "F47 WTR HAVE VEHICLE" ; +label variable ER21750 "F48 NUMBER OF VEHICLES" ; +label variable ER21751 "F49 MANUFACTURER CODE #1" ; +label variable ER21752 "F49 VEHICLE MAKE CODE #1" ; +label variable ER21753 "F49 VEHICLE MODEL YEAR #1" ; +label variable ER21754 "F49 VEHICLE TYPE CODE #1" ; +label variable ER21755 "F51 VEHICLE SIZE #1" ; +label variable ER21756 "F52 CYPSN OF USUAL DRIVER #1" ; +label variable ER21757 "F53 HOW ACQUIRED #1" ; +label variable ER21758 "F54 WTR NEW OR USED #1" ; +label variable ER21759 "F55 YR ACQUIRED #1" ; +label variable ER21760 "F56 MO ACQUIRED #1" ; +label variable ER21761 "F57 WTR USED FOR BUSINESS #1" ; +label variable ER21762 "F58 WTR USED MOSTLY FOR BUSINESS #1" ; +label variable ER21763 "F59 WTR FOR DISABLED PERSON #1" ; +label variable ER21764 "F60 WTR OWN/LEASE >3 YR OLD VEHICLE #1" ; +label variable ER21765 "F61 TOTAL PRICE #1" ; +label variable ER21766 "F62 WTR TRADE-IN #1" ; +label variable ER21767 "F63 TRADE-IN AMOUNT #1" ; +label variable ER21768 "F64 CASH DOWNPMT AMT #1" ; +label variable ER21769 "F65 WTR GOT LOAN #1" ; +label variable ER21770 "F66 LOAN AMOUNT #1" ; +label variable ER21771 "F67 LOAN PAYMENT AMT #1" ; +label variable ER21772 "F67 LOAN PMT AMT PER #1" ; +label variable ER21773 "F69 LOAN TOTAL # PMTS #1" ; +label variable ER21774 "F70 LOAN # PMTS MADE #1" ; +label variable ER21775 "F71 LEASE INITIAL OUTLAY #1" ; +label variable ER21776 "F72 LEASE PMT AMOUNT #1" ; +label variable ER21777 "F72 LEASE AMOUNT PER #1" ; +label variable ER21778 "F73 LEASE TOTAL # PMTS #1" ; +label variable ER21779 "F74 LEASE # PMTS MADE #1" ; +label variable ER21780 "F49 MANUFACTURER CODE #2" ; +label variable ER21781 "F49 VEHICLE MAKE CODE #2" ; +label variable ER21782 "F49 VEHICLE MODEL YEAR #2" ; +label variable ER21783 "F49 VEHICLE TYPE CODE #2" ; +label variable ER21784 "F51 VEHICLE SIZE #2" ; +label variable ER21785 "F52 CYPSN OF USUAL DRIVER #2" ; +label variable ER21786 "F53 HOW ACQUIRED #2" ; +label variable ER21787 "F54 WTR NEW OR USED #2" ; +label variable ER21788 "F55 YR ACQUIRED #2" ; +label variable ER21789 "F55 MO ACQUIRED #2" ; +label variable ER21790 "F57 WTR USED FOR BUSINESS #2" ; +label variable ER21791 "F58 WTR MOSTLY FOR BUSINESS #2" ; +label variable ER21792 "F59 WTR FOR DISABLED PERSON #2" ; +label variable ER21793 "F60 CKPT: WTR OWN >3 YR OLD VEHICLE #2" ; +label variable ER21794 "F61 TOTAL PRICE #2" ; +label variable ER21795 "F62 WTR TRADE-IN #2" ; +label variable ER21796 "F63 TRADE-IN AMOUNT #2" ; +label variable ER21797 "F64 CASH DOWNPMT AMT #2" ; +label variable ER21798 "F65 WTR GOT LOAN #2" ; +label variable ER21799 "F66 LOAN AMOUNT #2" ; +label variable ER21800 "F67 LOAN PAYMENT AMT #2" ; +label variable ER21801 "F67 LOAN PMT AMT PER #2" ; +label variable ER21802 "F69 LOAN TOT # PMTS #2" ; +label variable ER21803 "F70 LOAN # PMTS MADE #2" ; +label variable ER21804 "F71 LEASE INITIAL OUTLAY #2" ; +label variable ER21805 "F72 LEASE PMT AMOUNT #2" ; +label variable ER21806 "F72 LEASE AMOUNT PER #2" ; +label variable ER21807 "F73 LEASE TOTAL # PMTS #2" ; +label variable ER21808 "F74 LEASE # PMTS MADE #2" ; +label variable ER21809 "F49 MANUFACTURER CODE #3" ; +label variable ER21810 "F49 VEHICLE MAKE CODE #3" ; +label variable ER21811 "F49 VEHICLE MODEL YEAR #3" ; +label variable ER21812 "F49 VEHICLE TYPE CODE #3" ; +label variable ER21813 "F51 VEHICLE SIZE #3" ; +label variable ER21814 "F52 CYPSN OF USUAL DRIVER #3" ; +label variable ER21815 "F53 HOW ACQUIRED #3" ; +label variable ER21816 "F54 WTR NEW OR USED #3" ; +label variable ER21817 "F55 YR ACQUIRED #3" ; +label variable ER21818 "F56 MO ACQUIRED #3" ; +label variable ER21819 "F57 WTR USED FOR BUSINESS #3" ; +label variable ER21820 "F58 WTR MOSTLY FOR BUSINESS #3" ; +label variable ER21821 "F59 WTR FOR DISABLED PERSON #3" ; +label variable ER21822 "F60 CKPT: WTR OWN >3 YR OLD VEHICLE #3" ; +label variable ER21823 "F61 TOTAL PRICE #3" ; +label variable ER21824 "F62 WTR TRADE-IN #3" ; +label variable ER21825 "F63 TRADE-IN AMOUNT #3" ; +label variable ER21826 "F64 CASH DOWNPMT AMT #3" ; +label variable ER21827 "F65 WTR GOT LOAN #3" ; +label variable ER21828 "F66 LOAN AMOUNT #3" ; +label variable ER21829 "F67 LOAN PAYMENT AMT #3" ; +label variable ER21830 "F67 LOAN PMT AMT PER #3" ; +label variable ER21831 "F69 LOAN TOTAL # PMTS #3" ; +label variable ER21832 "F70 LOAN # PMTS MADE #3" ; +label variable ER21833 "F71 LEASE INITIAL OUTLAY #3" ; +label variable ER21834 "F72 LEASE PMT AMOUNT #3" ; +label variable ER21835 "F72 LEASE AMOUNT PER #3" ; +label variable ER21836 "F73 LEASE TOTAL # PMTS #3" ; +label variable ER21837 "F74 LEASE # PMTS MADE #3" ; +label variable ER21838 "F77 CAR INSURANCE EXPENSE" ; +label variable ER21839 "F77 CAR INSURANCE PER" ; +label variable ER21840 "F78CKPT WTR OTR VEHICLES" ; +label variable ER21841 "F79 ADDL CAR/LEASE PMTS" ; +label variable ER21842 "F80A CAR REPAIR EXPENSES" ; +label variable ER21843 "F80B GASOLINE EXPENSES" ; +label variable ER21844 "F80C PARKING EXPENSES" ; +label variable ER21845 "F81A BUS/TRAIN FARES" ; +label variable ER21846 "F81B CAB FARE EXPENSES" ; +label variable ER21847 "F81C OTR TRANSP EXPENSES" ; +label variable ER21848 "F82 WTR SCHOOL EXPENSES" ; +label variable ER21849 "F83 TOTAL SCHOOL EXPENSES" ; +label variable ER21850 "F84 WTR OTR SCHOOL EXPENSES" ; +label variable ER21851 "F86 TOTAL OTR SCHOOL EXPENSES" ; +label variable ER21852 "G1A WHETHER HEAD FARMER" ; +label variable ER21853 "G2 TOTAL FARM RECEIPTS" ; +label variable ER21854 "G3 PYR FARM EXPENSES" ; +label variable ER21855 "G4 PYR NET FARM INCOME" ; +label variable ER21856 "ACCURACY OF FARM INCOME" ; +label variable ER21857 "G5 WHETHER BUSINESS" ; +label variable ER21858 "G7A 2-DIGIT INDUSTRY-BUS 1" ; +label variable ER21859 "G8 HEAD OWN BUSINESS 1?" ; +label variable ER21860 "G8 WIFE OWN BUSINESS 1?" ; +label variable ER21861 "G8OTR RELATIVE OWN BUS1?" ; +label variable ER21862 "G8OTHER PERSON OWN BUS1?" ; +label variable ER21863 "HEAD WORK IN BUSINESS 1" ; +label variable ER21864 "HEAD REPORT HRS BUSNS 1" ; +label variable ER21865 "WIFE WORK IN BUSINESS 1" ; +label variable ER21866 "WIFE REPORT HRS BUSNS 1" ; +label variable ER21867 "G10 CORP/UNINCORP BUS1" ; +label variable ER21868 "G11 GROSS RECEIPTS BUS1" ; +label variable ER21869 "G11A EXPENSES BUS 1" ; +label variable ER21870 "G11B PROFIT/LOSS BUS 1" ; +label variable ER21871 "ACCURACY OF BUSINESS1 PROFIT/LOSS" ; +label variable ER21872 "G7A 2-DIGIT INDUSTRY-BUS 2" ; +label variable ER21873 "G8 HEAD OWN BUSINESS 2?" ; +label variable ER21874 "G8 WIFE OWN BUSINESS 2?" ; +label variable ER21875 "G8OTR RELATIVE OWN BUS2?" ; +label variable ER21876 "G8OTHER PERSON OWN BUS2?" ; +label variable ER21877 "HEAD WORK IN BUSINESS 2" ; +label variable ER21878 "HEAD REPORT HRS BUSNS 2" ; +label variable ER21879 "WIFE WORK IN BUSINESS 2" ; +label variable ER21880 "WIFE REPORT HRS BUSNS 2" ; +label variable ER21881 "G10 CORP/UNINCORP BUS2" ; +label variable ER21882 "G11 GROSS RECEIPTS BUS 2" ; +label variable ER21883 "G11A EXPENSES BUS 2" ; +label variable ER21884 "G11B PROFIT/LOSS BUS 2" ; +label variable ER21885 "ACCURACY OF BUSINESS2 PROFIT/LOSS" ; +label variable ER21886 "G7A 2-DIGIT INDUSTRY-BUS 3" ; +label variable ER21887 "G8 HEAD OWN BUSINESS 3?" ; +label variable ER21888 "G8 WIFE OWN BUSINESS 3?" ; +label variable ER21889 "G8OTR RELATIVE OWN BUS3?" ; +label variable ER21890 "G8OTHER PERSON OWN BUS3?" ; +label variable ER21891 "HEAD WORK IN BUSINESS 3" ; +label variable ER21892 "HEAD REPORT HRS BUSNS 3" ; +label variable ER21893 "WIFE WORK IN BUSINESS 3" ; +label variable ER21894 "WIFE REPORT HRS BUSNS 3" ; +label variable ER21895 "G10 CORP/UNINCORP BUS3" ; +label variable ER21896 "G11 GROSS RECEIPTS BUS 3" ; +label variable ER21897 "G11A EXPENSES BUS 3" ; +label variable ER21898 "G11B PROFIT/LOSS BUS 3" ; +label variable ER21899 "ACCURACY OF BUSINESS3 PROFIT/LOSS" ; +label variable ER21900 "G7A 2-DIGIT INDUSTRY-BUS 4" ; +label variable ER21901 "G8 HEAD OWN BUSINESS 4?" ; +label variable ER21902 "G8 WIFE OWN BUSINESS 4?" ; +label variable ER21903 "G8OTR RELATIVE OWN BUS4?" ; +label variable ER21904 "G8OTHER PERSON OWN BUS4?" ; +label variable ER21905 "HEAD WORK IN BUSINESS 4" ; +label variable ER21906 "HEAD REPORT HRS BUSNS 4" ; +label variable ER21907 "WIFE WORK IN BUSINESS 4" ; +label variable ER21908 "WIFE REPORT HRS BUSNS 4" ; +label variable ER21909 "G10 CORP/UNINCORP BUS4" ; +label variable ER21910 "G11 GROSS RECEIPTS BUS 4" ; +label variable ER21911 "G11A EXPENSES BUS 4" ; +label variable ER21912 "G11B PROFIT/LOSS BUS 4" ; +label variable ER21913 "ACCURACY OF BUSINESS4 PROFIT/LOSS" ; +label variable ER21914 "G7A 2-DIGIT INDUSTRY-BUS 5" ; +label variable ER21915 "G8 HEAD OWN BUSINESS 5?" ; +label variable ER21916 "G8 WIFE OWN BUSINESS 5?" ; +label variable ER21917 "G8OTR RELATIVE OWN BUS5?" ; +label variable ER21918 "G8OTHER PERSON OWN BUS5?" ; +label variable ER21919 "HEAD WORK IN BUSINESS 5" ; +label variable ER21920 "HEAD REPORT HRS BUSNS 5" ; +label variable ER21921 "WIFE WORK IN BUSINESS 5" ; +label variable ER21922 "WIFE REPORT HRS BUSNS 5" ; +label variable ER21923 "G10 CORP/UNINCORP BUS5" ; +label variable ER21924 "G11 GROSS RECEIPTS BUS 5" ; +label variable ER21925 "G11A EXPENSES BUS 5" ; +label variable ER21926 "G11B PROFIT/LOSS BUS 5" ; +label variable ER21927 "ACCURACY OF BUSINESS5 PROFIT/LOSS" ; +label variable ER21928 "G12 HEAD HAVE WAGES" ; +label variable ER21929 "G13 WAGES/SALARY OF HEAD" ; +label variable ER21930 "ACCURACY OF WAGES/SALARY-HEAD" ; +label variable ER21931 "G14/16 HD BONUS/OT/COMM" ; +label variable ER21932 "HEAD HAVE BONUS" ; +label variable ER21933 "AMT HEAD BONUS" ; +label variable ER21934 "ACCURACY OF BONUS-HEAD" ; +label variable ER21935 "HEAD HAVE OVERTIME" ; +label variable ER21936 "AMT HEAD OVERTIME" ; +label variable ER21937 "ACCURACY OF OVERTIME-HEAD" ; +label variable ER21938 "HEAD HAVE TIPS" ; +label variable ER21939 "AMT HEAD TIPS" ; +label variable ER21940 "ACCURACY OF TIPS-HEAD" ; +label variable ER21941 "HEAD HAVE COMMISSION" ; +label variable ER21942 "AMT HEAD COMMISSION" ; +label variable ER21943 "ACCURACY OF COMMISSION-HEAD" ; +label variable ER21944 "WTR OTHER LABOR Y-HEAD" ; +label variable ER21945 "AMT OTHER LABOR Y-HEAD" ; +label variable ER21946 "ACCURACY OF OTHER LABOR Y-HEAD" ; +label variable ER21947 "WTR WORK HRS FOR WAGES ETC" ; +label variable ER21948 "G18A WTR HEAD PROF PRACT" ; +label variable ER21949 "AMT PROF PRACTICE OF HD" ; +label variable ER21950 "AMT PROF PRACTICE PER" ; +label variable ER21951 "ACCURACY OF PROF PRACTICE-HEAD" ; +label variable ER21952 "PROF/TRADE INCOME H JAN" ; +label variable ER21953 "PROF/TRADE INCOME H FEB" ; +label variable ER21954 "PROF/TRADE INCOME H MAR" ; +label variable ER21955 "PROF/TRADE INCOME H APR" ; +label variable ER21956 "PROF/TRADE INCOME H MAY" ; +label variable ER21957 "PROF/TRADE INCOME H JUN" ; +label variable ER21958 "PROF/TRADE INCOME H JUL" ; +label variable ER21959 "PROF/TRADE INCOME H AUG" ; +label variable ER21960 "PROF/TRADE INCOME H SEP" ; +label variable ER21961 "PROF/TRADE INCOME H OCT" ; +label variable ER21962 "PROF/TRADE INCOME H NOV" ; +label variable ER21963 "PROF/TRADE INCOME H DEC" ; +label variable ER21964 "G21A WTR WORK HRS FOR PROF PRAC" ; +label variable ER21965 "G18B WTR HEAD MKT GDNING" ; +label variable ER21966 "AMT MKT GARDENING OF HD" ; +label variable ER21967 "AMT MKT GARDENING PER" ; +label variable ER21968 "ACCURACY OF MKT GARDENING-HEAD" ; +label variable ER21969 "GARDEN/FARM INCOME H JAN" ; +label variable ER21970 "GARDEN/FARM INCOME H FEB" ; +label variable ER21971 "GARDEN/FARM INCOME H MAR" ; +label variable ER21972 "GARDEN/FARM INCOME H APR" ; +label variable ER21973 "GARDEN/FARM INCOME H MAY" ; +label variable ER21974 "GARDEN/FARM INCOME H JUN" ; +label variable ER21975 "GARDEN/FARM INCOME H JUL" ; +label variable ER21976 "GARDEN/FARM INCOME H AUG" ; +label variable ER21977 "GARDEN/FARM INCOME H SEP" ; +label variable ER21978 "GARDEN/FARM INCOME H OCT" ; +label variable ER21979 "GARDEN/FARM INCOME H NOV" ; +label variable ER21980 "GARDEN/FARM INCOME H DEC" ; +label variable ER21981 "G21B WTR WORK HRS FOR MKT GRDNG" ; +label variable ER21982 "G18C WTR HEAD ROOMERS" ; +label variable ER21983 "AMT ROOMERS/BOARDERS HD" ; +label variable ER21984 "AMT ROOMERS/BOARDERS PER" ; +label variable ER21985 "ACCURACY OF ROOMERS/BOARDERS-HEAD" ; +label variable ER21986 "ROOM/BORD INCOME H JAN" ; +label variable ER21987 "ROOM/BORD INCOME H FEB" ; +label variable ER21988 "ROOM/BORD INCOME H MAR" ; +label variable ER21989 "ROOM/BORD INCOME H APR" ; +label variable ER21990 "ROOM/BORD INCOME H MAY" ; +label variable ER21991 "ROOM/BORD INCOME H JUN" ; +label variable ER21992 "ROOM/BORD INCOME H JUL" ; +label variable ER21993 "ROOM/BORD INCOME H AUG" ; +label variable ER21994 "ROOM/BORD INCOME H SEP" ; +label variable ER21995 "ROOM/BORD INCOME H OCT" ; +label variable ER21996 "ROOM/BORD INCOME H NOV" ; +label variable ER21997 "ROOM/BORD INCOME H DEC" ; +label variable ER21998 "G21C WTR WORK HRS FOR ROOMERS" ; +label variable ER21999 "G23 WTR INCL EARNINGS XTRA JOB" ; +label variable ER22000 "AMT FROM XTRA JOBS" ; +label variable ER22001 "ACCURACY OF XTRA JOB INCOME-HEAD" ; +label variable ER22002 "G25A WHETHER RENT HEAD" ; +label variable ER22003 "RENT OF HEAD" ; +label variable ER22004 "RENT OF HEAD PER" ; +label variable ER22005 "ACCURACY OF RENT-HEAD" ; +label variable ER22006 "G26A2 WTR RENT JOINT WITH WIFE" ; +label variable ER22007 "RENT INCOME HEAD JAN" ; +label variable ER22008 "RENT INCOME HEAD FEB" ; +label variable ER22009 "RENT INCOME HEAD MAR" ; +label variable ER22010 "RENT INCOME HEAD APR" ; +label variable ER22011 "RENT INCOME HEAD MAY" ; +label variable ER22012 "RENT INCOME HEAD JUN" ; +label variable ER22013 "RENT INCOME HEAD JUL" ; +label variable ER22014 "RENT INCOME HEAD AUG" ; +label variable ER22015 "RENT INCOME HEAD SEP" ; +label variable ER22016 "RENT INCOME HEAD OCT" ; +label variable ER22017 "RENT INCOME HEAD NOV" ; +label variable ER22018 "RENT INCOME HEAD DEC" ; +label variable ER22019 "G25B WHETHER DIVIDENDS HEAD" ; +label variable ER22020 "DIVIDENDS OF HEAD" ; +label variable ER22021 "DIVIDENDS OF HEAD PER" ; +label variable ER22022 "ACCURACY OF DIVIDENDS-HEAD" ; +label variable ER22023 "G26B2 WTR DIVIDENDS JOINT WITH WIFE" ; +label variable ER22024 "DIVIDEND INCOME HEAD JAN" ; +label variable ER22025 "DIVIDEND INCOME HEAD FEB" ; +label variable ER22026 "DIVIDEND INCOME HEAD MAR" ; +label variable ER22027 "DIVIDEND INCOME HEAD APR" ; +label variable ER22028 "DIVIDEND INCOME HEAD MAY" ; +label variable ER22029 "DIVIDEND INCOME HEAD JUN" ; +label variable ER22030 "DIVIDEND INCOME HEAD JUL" ; +label variable ER22031 "DIVIDEND INCOME HEAD AUG" ; +label variable ER22032 "DIVIDEND INCOME HEAD SEP" ; +label variable ER22033 "DIVIDEND INCOME HEAD OCT" ; +label variable ER22034 "DIVIDEND INCOME HEAD NOV" ; +label variable ER22035 "DIVIDEND INCOME HEAD DEC" ; +label variable ER22036 "G25C WHETHER INTEREST HEAD" ; +label variable ER22037 "INTEREST OF HEAD" ; +label variable ER22038 "INTEREST OF HEAD PER" ; +label variable ER22039 "ACCURACY OF INTEREST-HEAD" ; +label variable ER22040 "G26C2 WTR INTEREST JOINT WITH WIFE" ; +label variable ER22041 "INTEREST INCOME HEAD JAN" ; +label variable ER22042 "INTEREST INCOME HEAD FEB" ; +label variable ER22043 "INTEREST INCOME HEAD MAR" ; +label variable ER22044 "INTEREST INCOME HEAD APR" ; +label variable ER22045 "INTEREST INCOME HEAD MAY" ; +label variable ER22046 "INTEREST INCOME HEAD JUN" ; +label variable ER22047 "INTEREST INCOME HEAD JUL" ; +label variable ER22048 "INTEREST INCOME HEAD AUG" ; +label variable ER22049 "INTEREST INCOME HEAD SEP" ; +label variable ER22050 "INTEREST INCOME HEAD OCT" ; +label variable ER22051 "INTEREST INCOME HEAD NOV" ; +label variable ER22052 "INTEREST INCOME HEAD DEC" ; +label variable ER22053 "WHETHER TRUST FUND HEAD" ; +label variable ER22054 "G25D TRUST FUND OF HEAD" ; +label variable ER22055 "TRUST FUND OF HEAD PER" ; +label variable ER22056 "ACCURACY OF TRUST FUND-HEAD" ; +label variable ER22057 "TRUST/ROYAL INCOME H JAN" ; +label variable ER22058 "TRUST/ROYAL INCOME H FEB" ; +label variable ER22059 "TRUST/ROYAL INCOME H MAR" ; +label variable ER22060 "TRUST/ROYAL INCOME H APR" ; +label variable ER22061 "TRUST/ROYAL INCOME H MAY" ; +label variable ER22062 "TRUST/ROYAL INCOME H JUN" ; +label variable ER22063 "TRUST/ROYAL INCOME H JUL" ; +label variable ER22064 "TRUST/ROYAL INCOME H AUG" ; +label variable ER22065 "TRUST/ROYAL INCOME H SEP" ; +label variable ER22066 "TRUST/ROYAL INCOME H OCT" ; +label variable ER22067 "TRUST/ROYAL INCOME H NOV" ; +label variable ER22068 "TRUST/ROYAL INCOME H DEC" ; +label variable ER22069 "G25E WHETHER ADC/TANF HEAD" ; +label variable ER22070 "ADC/TANF OF HEAD" ; +label variable ER22071 "ADC/TANF OF HEAD PER" ; +label variable ER22072 "ACCURACY OF ADC/TANF-HEAD" ; +label variable ER22073 "ADC/TANF INCOME HEAD JAN" ; +label variable ER22074 "ADC/TANF INCOME HEAD FEB" ; +label variable ER22075 "ADC/TANF INCOME HEAD MAR" ; +label variable ER22076 "ADC/TANF INCOME HEAD APR" ; +label variable ER22077 "ADC/TANF INCOME HEAD MAY" ; +label variable ER22078 "ADC/TANF INCOME HEAD JUN" ; +label variable ER22079 "ADC/TANF INCOME HEAD JUL" ; +label variable ER22080 "ADC/TANF INCOME HEAD AUG" ; +label variable ER22081 "ADC/TANF INCOME HEAD SEP" ; +label variable ER22082 "ADC/TANF INCOME HEAD OCT" ; +label variable ER22083 "ADC/TANF INCOME HEAD NOV" ; +label variable ER22084 "ADC/TANF INCOME HEAD DEC" ; +label variable ER22085 "G25F WHETHER SSI HEAD" ; +label variable ER22086 "HEAD SSI SELF/ELSE/BOTH" ; +label variable ER22087 "SSI OF HEAD" ; +label variable ER22088 "SSI OF HEAD PER" ; +label variable ER22089 "ACCURACY OF SSI-HEAD" ; +label variable ER22090 "SSI INCOME HEAD JAN" ; +label variable ER22091 "SSI INCOME HEAD FEB" ; +label variable ER22092 "SSI INCOME HEAD MAR" ; +label variable ER22093 "SSI INCOME HEAD APR" ; +label variable ER22094 "SSI INCOME HEAD MAY" ; +label variable ER22095 "SSI INCOME HEAD JUN" ; +label variable ER22096 "SSI INCOME HEAD JUL" ; +label variable ER22097 "SSI INCOME HEAD AUG" ; +label variable ER22098 "SSI INCOME HEAD SEP" ; +label variable ER22099 "SSI INCOME HEAD OCT" ; +label variable ER22100 "SSI INCOME HEAD NOV" ; +label variable ER22101 "SSI INCOME HEAD DEC" ; +label variable ER22102 "G25G WHETHER OTHER WELFARE HD" ; +label variable ER22103 "OTHER WELFARE OF HEAD" ; +label variable ER22104 "OTHER WELFARE OF HD PER" ; +label variable ER22105 "ACCURACY OF OTR WELFARE-HEAD" ; +label variable ER22106 "OTR WELFARE INCOME H JAN" ; +label variable ER22107 "OTR WELFARE INCOME H FEB" ; +label variable ER22108 "OTR WELFARE INCOME H MAR" ; +label variable ER22109 "OTR WELFARE INCOME H APR" ; +label variable ER22110 "OTR WELFARE INCOME H MAY" ; +label variable ER22111 "OTR WELFARE INCOME H JUN" ; +label variable ER22112 "OTR WELFARE INCOME H JUL" ; +label variable ER22113 "OTR WELFARE INCOME H AUG" ; +label variable ER22114 "OTR WELFARE INCOME H SEP" ; +label variable ER22115 "OTR WELFARE INCOME H OCT" ; +label variable ER22116 "OTR WELFARE INCOME H NOV" ; +label variable ER22117 "OTR WELFARE INCOME H DEC" ; +label variable ER22118 "G31 ANY FU MEMB GET SOCSEC" ; +label variable ER22119 "G37 WHETHER HEAD VA PENSION" ; +label variable ER22120 "VA PENSION OF HEAD AMT" ; +label variable ER22121 "VA PENSION OF HEAD PER" ; +label variable ER22122 "ACCURACY OF VA PENSION-HEAD" ; +label variable ER22123 "VA INCOME HEAD JAN" ; +label variable ER22124 "VA INCOME HEAD FEB" ; +label variable ER22125 "VA INCOME HEAD MAR" ; +label variable ER22126 "VA INCOME HEAD APR" ; +label variable ER22127 "VA INCOME HEAD MAY" ; +label variable ER22128 "VA INCOME HEAD JUN" ; +label variable ER22129 "VA INCOME HEAD JUL" ; +label variable ER22130 "VA INCOME HEAD AUG" ; +label variable ER22131 "VA INCOME HEAD SEP" ; +label variable ER22132 "VA INCOME HEAD OCT" ; +label variable ER22133 "VA INCOME HEAD NOV" ; +label variable ER22134 "VA INCOME HEAD DEC" ; +label variable ER22135 "G40A WTR NONVA RETIREMT-HEAD" ; +label variable ER22136 "NONVA RETIREMENT-HEAD" ; +label variable ER22137 "NONVA RETIREMENT PER-HD" ; +label variable ER22138 "ACCURACY OF NONVA RETIREMENT-HEAD" ; +label variable ER22139 "RETIREMENT INCOME H JAN" ; +label variable ER22140 "RETIREMENT INCOME H FEB" ; +label variable ER22141 "RETIREMENT INCOME H MAR" ; +label variable ER22142 "RETIREMENT INCOME H APR" ; +label variable ER22143 "RETIREMENT INCOME H MAY" ; +label variable ER22144 "RETIREMENT INCOME H JUN" ; +label variable ER22145 "RETIREMENT INCOME H JUL" ; +label variable ER22146 "RETIREMENT INCOME H AUG" ; +label variable ER22147 "RETIREMENT INCOME H SEP" ; +label variable ER22148 "RETIREMENT INCOME H OCT" ; +label variable ER22149 "RETIREMENT INCOME H NOV" ; +label variable ER22150 "RETIREMENT INCOME H DEC" ; +label variable ER22151 "G40B WHETHER HEAD ANNUITIES" ; +label variable ER22152 "ANNUITIES OF HEAD" ; +label variable ER22153 "ANNUITIES OF HEAD PER" ; +label variable ER22154 "ACCURACY OF ANNUITIES-HEAD" ; +label variable ER22155 "ANNUITIES INCOME JAN" ; +label variable ER22156 "ANNUITIES INCOME FEB" ; +label variable ER22157 "ANNUITIES INCOME MAR" ; +label variable ER22158 "ANNUITIES INCOME APR" ; +label variable ER22159 "ANNUITIES INCOME MAY" ; +label variable ER22160 "ANNUITIES INCOME JUN" ; +label variable ER22161 "ANNUITIES INCOME JUL" ; +label variable ER22162 "ANNUITIES INCOME AUG" ; +label variable ER22163 "ANNUITIES INCOME SEP" ; +label variable ER22164 "ANNUITIES INCOME OCT" ; +label variable ER22165 "ANNUITIES INCOME NOV" ; +label variable ER22166 "ANNUITIES INCOME DEC" ; +label variable ER22167 "G40C WHETHER HEAD OTR PENSION" ; +label variable ER22168 "OTHER PENSION OF HEAD" ; +label variable ER22169 "OTHER PENSION OF HD PER" ; +label variable ER22170 "ACCURACY OF OTR PENSION-HEAD" ; +label variable ER22171 "OTR PENSION HEAD JAN" ; +label variable ER22172 "OTR PENSION HEAD FEB" ; +label variable ER22173 "OTR PENSION HEAD MAR" ; +label variable ER22174 "OTR PENSION HEAD APR" ; +label variable ER22175 "OTR PENSION HEAD MAY" ; +label variable ER22176 "OTR PENSION HEAD JUN" ; +label variable ER22177 "OTR PENSION HEAD JUL" ; +label variable ER22178 "OTR PENSION HEAD AUG" ; +label variable ER22179 "OTR PENSION HEAD SEP" ; +label variable ER22180 "OTR PENSION HEAD OCT" ; +label variable ER22181 "OTR PENSION HEAD NOV" ; +label variable ER22182 "OTR PENSION HEAD DEC" ; +label variable ER22183 "G43 NUM OF HEAD NON VA PENSN" ; +label variable ER22184 "G44A WTR UNEMPL COMP OF HEAD" ; +label variable ER22185 "AMT UNEMPL COMP OF HEAD" ; +label variable ER22186 "AMT UNEMPL COMP HD PER" ; +label variable ER22187 "ACCURACY OF UNEMPL COMP-HEAD" ; +label variable ER22188 "UNEMPLOY INCOME HEAD JAN" ; +label variable ER22189 "UNEMPLOY INCOME HEAD FEB" ; +label variable ER22190 "UNEMPLOY INCOME HEAD MAR" ; +label variable ER22191 "UNEMPLOY INCOME HEAD APR" ; +label variable ER22192 "UNEMPLOY INCOME HEAD MAY" ; +label variable ER22193 "UNEMPLOY INCOME HEAD JUN" ; +label variable ER22194 "UNEMPLOY INCOME HEAD JUL" ; +label variable ER22195 "UNEMPLOY INCOME HEAD AUG" ; +label variable ER22196 "UNEMPLOY INCOME HEAD SEP" ; +label variable ER22197 "UNEMPLOY INCOME HEAD OCT" ; +label variable ER22198 "UNEMPLOY INCOME HEAD NOV" ; +label variable ER22199 "UNEMPLOY INCOME HEAD DEC" ; +label variable ER22200 "G44B WTR WORKMEN COMP OF HEAD" ; +label variable ER22201 "AMT WORKMEN COMP OF HEAD" ; +label variable ER22202 "AMT WORKMEN COMP HD PER" ; +label variable ER22203 "ACCURACY OF WORKMEN COMP-HEAD" ; +label variable ER22204 "WORKER COMP INCOME H JAN" ; +label variable ER22205 "WORKER COMP INCOME H FEB" ; +label variable ER22206 "WORKER COMP INCOME H MAR" ; +label variable ER22207 "WORKER COMP INCOME H APR" ; +label variable ER22208 "WORKER COMP INCOME H MAY" ; +label variable ER22209 "WORKER COMP INCOME H JUN" ; +label variable ER22210 "WORKER COMP INCOME H JUL" ; +label variable ER22211 "WORKER COMP INCOME H AUG" ; +label variable ER22212 "WORKER COMP INCOME H SEP" ; +label variable ER22213 "WORKER COMP INCOME H OCT" ; +label variable ER22214 "WORKER COMP INCOME H NOV" ; +label variable ER22215 "WORKER COMP INCOME H DEC" ; +label variable ER22216 "G44C WTR CHILD SUPPORT OF HD" ; +label variable ER22217 "AMT CHILD SUPPORT OF HD" ; +label variable ER22218 "AMT CHILD SUPPORT HD PER" ; +label variable ER22219 "ACCURACY OF CHILD SUPPORT-HEAD" ; +label variable ER22220 "CHILD SUPPORT INC H JAN" ; +label variable ER22221 "CHILD SUPPORT INC H FEB" ; +label variable ER22222 "CHILD SUPPORT INC H MAR" ; +label variable ER22223 "CHILD SUPPORT INC H APR" ; +label variable ER22224 "CHILD SUPPORT INC H MAY" ; +label variable ER22225 "CHILD SUPPORT INC H JUN" ; +label variable ER22226 "CHILD SUPPORT INC H JUL" ; +label variable ER22227 "CHILD SUPPORT INC H AUG" ; +label variable ER22228 "CHILD SUPPORT INC H SEP" ; +label variable ER22229 "CHILD SUPPORT INC H OCT" ; +label variable ER22230 "CHILD SUPPORT INC H NOV" ; +label variable ER22231 "CHILD SUPPORT INC H DEC" ; +label variable ER22232 "G44D WTR ALIMONY OF HEAD" ; +label variable ER22233 "AMT ALIMONY OF HEAD" ; +label variable ER22234 "AMT ALIMONY OF HEAD PER" ; +label variable ER22235 "ACCURACY OF ALIMONY-HEAD" ; +label variable ER22236 "ALIMONY INCOME HEAD JAN" ; +label variable ER22237 "ALIMONY INCOME HEAD FEB" ; +label variable ER22238 "ALIMONY INCOME HEAD MAR" ; +label variable ER22239 "ALIMONY INCOME HEAD APR" ; +label variable ER22240 "ALIMONY INCOME HEAD MAY" ; +label variable ER22241 "ALIMONY INCOME HEAD JUN" ; +label variable ER22242 "ALIMONY INCOME HEAD JUL" ; +label variable ER22243 "ALIMONY INCOME HEAD AUG" ; +label variable ER22244 "ALIMONY INCOME HEAD SEP" ; +label variable ER22245 "ALIMONY INCOME HEAD OCT" ; +label variable ER22246 "ALIMONY INCOME HEAD NOV" ; +label variable ER22247 "ALIMONY INCOME HEAD DEC" ; +label variable ER22248 "G44E WTR HELP FRM RELATIV HEAD" ; +label variable ER22249 "AMT HELP FRM RELATIV HD" ; +label variable ER22250 "AMT HELP FRM RELATIV PER" ; +label variable ER22251 "ACCURACY OF HELP FRM RELATIV-HEAD" ; +label variable ER22252 "HELP FROM RELATIVE H JAN" ; +label variable ER22253 "HELP FROM RELATIVE H FEB" ; +label variable ER22254 "HELP FROM RELATIVE H MAR" ; +label variable ER22255 "HELP FROM RELATIVE H APR" ; +label variable ER22256 "HELP FROM RELATIVE H MAY" ; +label variable ER22257 "HELP FROM RELATIVE H JUN" ; +label variable ER22258 "HELP FROM RELATIVE H JUL" ; +label variable ER22259 "HELP FROM RELATIVE H AUG" ; +label variable ER22260 "HELP FROM RELATIVE H SEP" ; +label variable ER22261 "HELP FROM RELATIVE H OCT" ; +label variable ER22262 "HELP FROM RELATIVE H NOV" ; +label variable ER22263 "HELP FROM RELATIVE H DEC" ; +label variable ER22264 "G44F WTR HELP FRM OTHERS HEAD" ; +label variable ER22265 "AMT HELP FRM OTHERS HD" ; +label variable ER22266 "AMT HELP FRM OTHERS PER" ; +label variable ER22267 "ACCURACY OF HELP FRM OTHERS-HEAD" ; +label variable ER22268 "HELP FROM OTHERS H JAN" ; +label variable ER22269 "HELP FROM OTHERS H FEB" ; +label variable ER22270 "HELP FROM OTHERS H MAR" ; +label variable ER22271 "HELP FROM OTHERS H APR" ; +label variable ER22272 "HELP FROM OTHERS H MAY" ; +label variable ER22273 "HELP FROM OTHERS H JUN" ; +label variable ER22274 "HELP FROM OTHERS H JUL" ; +label variable ER22275 "HELP FROM OTHERS H AUG" ; +label variable ER22276 "HELP FROM OTHERS H SEP" ; +label variable ER22277 "HELP FROM OTHERS H OCT" ; +label variable ER22278 "HELP FROM OTHERS H NOV" ; +label variable ER22279 "HELP FROM OTHERS H DEC" ; +label variable ER22280 "G44G WTR ANYTHING ELSE OF HD" ; +label variable ER22281 "AMT ANYTHING ELSE OF HD" ; +label variable ER22282 "AMT ANYTHING ELSE PER" ; +label variable ER22283 "ACCURACY OF ANYTHING ELSE-HEAD" ; +label variable ER22284 "ANY OTHER INCOME H JAN" ; +label variable ER22285 "ANY OTHER INCOME H FEB" ; +label variable ER22286 "ANY OTHER INCOME H MAR" ; +label variable ER22287 "ANY OTHER INCOME H APR" ; +label variable ER22288 "ANY OTHER INCOME H MAY" ; +label variable ER22289 "ANY OTHER INCOME H JUN" ; +label variable ER22290 "ANY OTHER INCOME H JUL" ; +label variable ER22291 "ANY OTHER INCOME H AUG" ; +label variable ER22292 "ANY OTHER INCOME H SEP" ; +label variable ER22293 "ANY OTHER INCOME H OCT" ; +label variable ER22294 "ANY OTHER INCOME H NOV" ; +label variable ER22295 "ANY OTHER INCOME H DEC" ; +label variable ER22296 "G49 WTR WIFE IN FU NOW" ; +label variable ER22297 "G50 WHETHER WIFE HAD INCOME" ; +label variable ER22298 "G51A WHETHER WIFE LABOR INC" ; +label variable ER22299 "G51B WHETHER WFE INC FRM WORK" ; +label variable ER22300 "WAGES/SALARY OF WIFE" ; +label variable ER22301 "ACCURACY OF WAGES/SALARY-WIFE" ; +label variable ER22302 "G52B WTR WORK HOURS FOR WIFE" ; +label variable ER22303 "G53 WHETHER UNEMPLOYMENT WFE" ; +label variable ER22304 "UNEMPLOYMNT COMP OF WIFE" ; +label variable ER22305 "UNEMPLOYMNT COMP WFE PER" ; +label variable ER22306 "ACCURACY OF UNEMPLOYMENT COMP-WIFE" ; +label variable ER22307 "UNEMPLOY INCOME WIFE JAN" ; +label variable ER22308 "UNEMPLOY INCOME WIFE FEB" ; +label variable ER22309 "UNEMPLOY INCOME WIFE MAR" ; +label variable ER22310 "UNEMPLOY INCOME WIFE APR" ; +label variable ER22311 "UNEMPLOY INCOME WIFE MAY" ; +label variable ER22312 "UNEMPLOY INCOME WIFE JUN" ; +label variable ER22313 "UNEMPLOY INCOME WIFE JUL" ; +label variable ER22314 "UNEMPLOY INCOME WIFE AUG" ; +label variable ER22315 "UNEMPLOY INCOME WIFE SEP" ; +label variable ER22316 "UNEMPLOY INCOME WIFE OCT" ; +label variable ER22317 "UNEMPLOY INCOME WIFE NOV" ; +label variable ER22318 "UNEMPLOY INCOME WIFE DEC" ; +label variable ER22319 "G56 WHETHER WORKERS COMP WFE" ; +label variable ER22320 "WORKERS COMP OF WIFE" ; +label variable ER22321 "WORKERS COMP OF WIFE PER" ; +label variable ER22322 "ACCURACY OF WORKERS COMP-WIFE" ; +label variable ER22323 "WORKER COMP INCOME W JAN" ; +label variable ER22324 "WORKER COMP INCOME W FEB" ; +label variable ER22325 "WORKER COMP INCOME W MAR" ; +label variable ER22326 "WORKER COMP INCOME W APR" ; +label variable ER22327 "WORKER COMP INCOME W MAY" ; +label variable ER22328 "WORKER COMP INCOME W JUN" ; +label variable ER22329 "WORKER COMP INCOME W JUL" ; +label variable ER22330 "WORKER COMP INCOME W AUG" ; +label variable ER22331 "WORKER COMP INCOME W SEP" ; +label variable ER22332 "WORKER COMP INCOME W OCT" ; +label variable ER22333 "WORKER COMP INCOME W NOV" ; +label variable ER22334 "WORKER COMP INCOME W DEC" ; +label variable ER22335 "G59 WHETHER WIFE RENT" ; +label variable ER22336 "RENT OF WIFE AMT" ; +label variable ER22337 "RENT OF WIFE PER" ; +label variable ER22338 "ACCURACY OF RENT-WIFE" ; +label variable ER22339 "G59A3 WTR RENT ADDITIONAL TO HEAD AMT" ; +label variable ER22340 "RENT INCOME WIFE JAN" ; +label variable ER22341 "RENT INCOME WIFE FEB" ; +label variable ER22342 "RENT INCOME WIFE MAR" ; +label variable ER22343 "RENT INCOME WIFE APR" ; +label variable ER22344 "RENT INCOME WIFE MAY" ; +label variable ER22345 "RENT INCOME WIFE JUN" ; +label variable ER22346 "RENT INCOME WIFE JUL" ; +label variable ER22347 "RENT INCOME WIFE AUG" ; +label variable ER22348 "RENT INCOME WIFE SEP" ; +label variable ER22349 "RENT INCOME WIFE OCT" ; +label variable ER22350 "RENT INCOME WIFE NOV" ; +label variable ER22351 "RENT INCOME WIFE DEC" ; +label variable ER22352 "G59 WHETHER WIFE DIVIDENDS" ; +label variable ER22353 "DIVIDENDS OF WIFE AMT" ; +label variable ER22354 "DIVIDENDS OF WIFE PER" ; +label variable ER22355 "ACCURACY OF DIVIDENDS-WIFE" ; +label variable ER22356 "G59B3 WTR DIVS ADDITIONAL TO HEAD AMT" ; +label variable ER22357 "DIVIDEND INCOME WIFE JAN" ; +label variable ER22358 "DIVIDEND INCOME WIFE FEB" ; +label variable ER22359 "DIVIDEND INCOME WIFE MAR" ; +label variable ER22360 "DIVIDEND INCOME WIFE APR" ; +label variable ER22361 "DIVIDEND INCOME WIFE MAY" ; +label variable ER22362 "DIVIDEND INCOME WIFE JUN" ; +label variable ER22363 "DIVIDEND INCOME WIFE JUL" ; +label variable ER22364 "DIVIDEND INCOME WIFE AUG" ; +label variable ER22365 "DIVIDEND INCOME WIFE SEP" ; +label variable ER22366 "DIVIDEND INCOME WIFE OCT" ; +label variable ER22367 "DIVIDEND INCOME WIFE NOV" ; +label variable ER22368 "DIVIDEND INCOME WIFE DEC" ; +label variable ER22369 "G59 WHETHER WIFE INTEREST" ; +label variable ER22370 "INTEREST OF WIFE AMT" ; +label variable ER22371 "INTEREST OF WIFE AMT PER" ; +label variable ER22372 "ACCURACY OF INTEREST-WIFE" ; +label variable ER22373 "G59C3 WTR INTEREST ADDITNL TO HEAD AMT" ; +label variable ER22374 "INTEREST INCOME WIFE JAN" ; +label variable ER22375 "INTEREST INCOME WIFE FEB" ; +label variable ER22376 "INTEREST INCOME WIFE MAR" ; +label variable ER22377 "INTEREST INCOME WIFE APR" ; +label variable ER22378 "INTEREST INCOME WIFE MAY" ; +label variable ER22379 "INTEREST INCOME WIFE JUN" ; +label variable ER22380 "INTEREST INCOME WIFE JUL" ; +label variable ER22381 "INTEREST INCOME WIFE AUG" ; +label variable ER22382 "INTEREST INCOME WIFE SEP" ; +label variable ER22383 "INTEREST INCOME WIFE OCT" ; +label variable ER22384 "INTEREST INCOME WIFE NOV" ; +label variable ER22385 "INTEREST INCOME WIFE DEC" ; +label variable ER22386 "G59 WHETHER WIFE TRUST FUND" ; +label variable ER22387 "TRUST FUND OF WIFE AMT" ; +label variable ER22388 "TRUST FUND OF WIFE PER" ; +label variable ER22389 "ACCURACY OF TRUST FUND-WIFE" ; +label variable ER22390 "TRUST INCOME WIFE JAN" ; +label variable ER22391 "TRUST INCOME WIFE FEB" ; +label variable ER22392 "TRUST INCOME WIFE MAR" ; +label variable ER22393 "TRUST INCOME WIFE APR" ; +label variable ER22394 "TRUST INCOME WIFE MAY" ; +label variable ER22395 "TRUST INCOME WIFE JUN" ; +label variable ER22396 "TRUST INCOME WIFE JUL" ; +label variable ER22397 "TRUST INCOME WIFE AUG" ; +label variable ER22398 "TRUST INCOME WIFE SEP" ; +label variable ER22399 "TRUST INCOME WIFE OCT" ; +label variable ER22400 "TRUST INCOME WIFE NOV" ; +label variable ER22401 "TRUST INCOME WIFE DEC" ; +label variable ER22402 "G60A WHETHER WIFE RECD SSI" ; +label variable ER22403 "G60A1 WIFE SSI SELF/ELSE/BOTH" ; +label variable ER22404 "SSI OF WIFE AMT" ; +label variable ER22405 "SSI OF WIFE AMT PER" ; +label variable ER22406 "ACCURACY OF SSI-WIFE" ; +label variable ER22407 "SSI INCOME WIFE JAN" ; +label variable ER22408 "SSI INCOME WIFE FEB" ; +label variable ER22409 "SSI INCOME WIFE MAR" ; +label variable ER22410 "SSI INCOME WIFE APR" ; +label variable ER22411 "SSI INCOME WIFE MAY" ; +label variable ER22412 "SSI INCOME WIFE JUN" ; +label variable ER22413 "SSI INCOME WIFE JUL" ; +label variable ER22414 "SSI INCOME WIFE AUG" ; +label variable ER22415 "SSI INCOME WIFE SEP" ; +label variable ER22416 "SSI INCOME WIFE OCT" ; +label variable ER22417 "SSI INCOME WIFE NOV" ; +label variable ER22418 "SSI INCOME WIFE DEC" ; +label variable ER22419 "G60B WTR WIFE RECD ADC/TANF" ; +label variable ER22420 "ADC/TANF OF WIFE AMT" ; +label variable ER22421 "ADC/TANF OF WIFE AMT PER" ; +label variable ER22422 "ACCURACY OF ADC/TANF-WIFE" ; +label variable ER22423 "ADC/TANF INCOME WIFE JAN" ; +label variable ER22424 "ADC/TANF INCOME WIFE FEB" ; +label variable ER22425 "ADC/TANF INCOME WIFE MAR" ; +label variable ER22426 "ADC/TANF INCOME WIFE APR" ; +label variable ER22427 "ADC/TANF INCOME WIFE MAY" ; +label variable ER22428 "ADC/TANF INCOME WIFE JUN" ; +label variable ER22429 "ADC/TANF INCOME WIFE JUL" ; +label variable ER22430 "ADC/TANF INCOME WIFE AUG" ; +label variable ER22431 "ADC/TANF INCOME WIFE SEP" ; +label variable ER22432 "ADC/TANF INCOME WIFE OCT" ; +label variable ER22433 "ADC/TANF INCOME WIFE NOV" ; +label variable ER22434 "ADC/TANF INCOME WIFE DEC" ; +label variable ER22435 "G60C WTR WF RECD CHILD SUPPRT" ; +label variable ER22436 "CHILD SUPPORT OF WF AMT" ; +label variable ER22437 "CHILD SUPPORT OF WF PER" ; +label variable ER22438 "ACCURACY OF CHILD SUPPORT-WIFE" ; +label variable ER22439 "CHILD SUPPORT INC W JAN" ; +label variable ER22440 "CHILD SUPPORT INC W FEB" ; +label variable ER22441 "CHILD SUPPORT INC W MAR" ; +label variable ER22442 "CHILD SUPPORT INC W APR" ; +label variable ER22443 "CHILD SUPPORT INC W MAY" ; +label variable ER22444 "CHILD SUPPORT INC W JUN" ; +label variable ER22445 "CHILD SUPPORT INC W JUL" ; +label variable ER22446 "CHILD SUPPORT INC W AUG" ; +label variable ER22447 "CHILD SUPPORT INC W SEP" ; +label variable ER22448 "CHILD SUPPORT INC W OCT" ; +label variable ER22449 "CHILD SUPPORT INC W NOV" ; +label variable ER22450 "CHILD SUPPORT INC W DEC" ; +label variable ER22451 "G60D WTR WF RECD OTR WELFARE" ; +label variable ER22452 "OTHER WELFARE OF WF AMT" ; +label variable ER22453 "OTHER WELFARE OF WF PER" ; +label variable ER22454 "ACCURACY OF OTHER WELFARE-WIFE" ; +label variable ER22455 "OTHER WELFARE INC W JAN" ; +label variable ER22456 "OTHER WELFARE INC W FEB" ; +label variable ER22457 "OTHER WELFARE INC W MAR" ; +label variable ER22458 "OTHER WELFARE INC W APR" ; +label variable ER22459 "OTHER WELFARE INC W MAY" ; +label variable ER22460 "OTHER WELFARE INC W JUN" ; +label variable ER22461 "OTHER WELFARE INC W JUL" ; +label variable ER22462 "OTHER WELFARE INC W AUG" ; +label variable ER22463 "OTHER WELFARE INC W SEP" ; +label variable ER22464 "OTHER WELFARE INC W OCT" ; +label variable ER22465 "OTHER WELFARE INC W NOV" ; +label variable ER22466 "OTHER WELFARE INC W DEC" ; +label variable ER22467 "G61 WTR WF RECD PENS/ANNUITY" ; +label variable ER22468 "PENSION/ANNUITY WF AMT" ; +label variable ER22469 "PENSION/ANNUITY WF PER" ; +label variable ER22470 "ACCURACY OF PENSION/ANNUITY-WIFE" ; +label variable ER22471 "PENSION/ANNUITY W JAN" ; +label variable ER22472 "PENSION/ANNUITY W FEB" ; +label variable ER22473 "PENSION/ANNUITY W MAR" ; +label variable ER22474 "PENSION/ANNUITY W APR" ; +label variable ER22475 "PENSION/ANNUITY W MAY" ; +label variable ER22476 "PENSION/ANNUITY W JUN" ; +label variable ER22477 "PENSION/ANNUITY W JUL" ; +label variable ER22478 "PENSION/ANNUITY W AUG" ; +label variable ER22479 "PENSION/ANNUITY W SEP" ; +label variable ER22480 "PENSION/ANNUITY W OCT" ; +label variable ER22481 "PENSION/ANNUITY W NOV" ; +label variable ER22482 "PENSION/ANNUITY W DEC" ; +label variable ER22483 "G62 WTR WF HELP FR RELATIVES" ; +label variable ER22484 "HELP FR RELATIVES WF AMT" ; +label variable ER22485 "HELP FR RELS WF PER" ; +label variable ER22486 "ACCURACY OF HELP FRM RELATIVES-WIFE" ; +label variable ER22487 "HELP FR RELATIVES WF JAN" ; +label variable ER22488 "HELP FR RELATIVES WF FEB" ; +label variable ER22489 "HELP FR RELATIVES WF MAR" ; +label variable ER22490 "HELP FR RELATIVES WF APR" ; +label variable ER22491 "HELP FR RELATIVES WF MAY" ; +label variable ER22492 "HELP FR RELATIVES WF JUN" ; +label variable ER22493 "HELP FR RELATIVES WF JUL" ; +label variable ER22494 "HELP FR RELATIVES WF AUG" ; +label variable ER22495 "HELP FR RELATIVES WF SEP" ; +label variable ER22496 "HELP FR RELATIVES WF OCT" ; +label variable ER22497 "HELP FR RELATIVES WF NOV" ; +label variable ER22498 "HELP FR RELATIVES WF DEC" ; +label variable ER22499 "G62 WTR WF HELP FROM FRIENDS" ; +label variable ER22500 "HELP FR FRIENDS WF AMT" ; +label variable ER22501 "HELP FR FRIENDS WF PER" ; +label variable ER22502 "ACCURACY OF HELP FRM FRIENDS-WIFE" ; +label variable ER22503 "HELP FROM FRIENDS W JAN" ; +label variable ER22504 "HELP FROM FRIENDS W FEB" ; +label variable ER22505 "HELP FROM FRIENDS W MAR" ; +label variable ER22506 "HELP FROM FRIENDS W APR" ; +label variable ER22507 "HELP FROM FRIENDS W MAY" ; +label variable ER22508 "HELP FROM FRIENDS W JUN" ; +label variable ER22509 "HELP FROM FRIENDS W JUL" ; +label variable ER22510 "HELP FROM FRIENDS W AUG" ; +label variable ER22511 "HELP FROM FRIENDS W SEP" ; +label variable ER22512 "HELP FROM FRIENDS W OCT" ; +label variable ER22513 "HELP FROM FRIENDS W NOV" ; +label variable ER22514 "HELP FROM FRIENDS W DEC" ; +label variable ER22515 "G63 WTR WFE RECD OTR INCOME" ; +label variable ER22516 "WIFE OTHER INCOME AMT" ; +label variable ER22517 "WIFE OTHER INCOME PER" ; +label variable ER22518 "ACCURACY OF OTHER INCOME-WIFE" ; +label variable ER22519 "ANY OTHER INCOME W JAN" ; +label variable ER22520 "ANY OTHER INCOME W FEB" ; +label variable ER22521 "ANY OTHER INCOME W MAR" ; +label variable ER22522 "ANY OTHER INCOME W APR" ; +label variable ER22523 "ANY OTHER INCOME W MAY" ; +label variable ER22524 "ANY OTHER INCOME W JUN" ; +label variable ER22525 "ANY OTHER INCOME W JUL" ; +label variable ER22526 "ANY OTHER INCOME W AUG" ; +label variable ER22527 "ANY OTHER INCOME W SEP" ; +label variable ER22528 "ANY OTHER INCOME W OCT" ; +label variable ER22529 "ANY OTHER INCOME W NOV" ; +label variable ER22530 "ANY OTHER INCOME W DEC" ; +label variable ER22531 "G99 WTR LUMP SUM PAYMNTS" ; +label variable ER22532 "G100 LUMP SUM PAYMENTS" ; +label variable ER22533 "G101 INHERITANCE" ; +label variable ER22534 "G102 WTR ITEMIZE FOR TAX" ; +label variable ER22535 "G102A ITEMIZED CHARITABLE CONTRIB AMT" ; +label variable ER22536 "G102B ITEMIZED MEDICAL EXPENSES AMT" ; +label variable ER22537 "G103 WTR HELP OTRS" ; +label variable ER22538 "G104 # OTRS SUPPORTED" ; +label variable ER22539 "G105 WHO SUPPORT 1" ; +label variable ER22540 "G105 WHO SUPPORT 2" ; +label variable ER22541 "G105 WHO SUPPORT 3" ; +label variable ER22542 "G105 WHO SUPPORT 4" ; +label variable ER22543 "G105 WHO SUPPORT 5" ; +label variable ER22544 "G106 TOTAL SUPP OF OTRS" ; +label variable ER22545 "G107 ANY CHILD SUPPORT" ; +label variable ER22546 "AMT OF CHLD SUPPRT GIVEN" ; +label variable ER22547 "G109 ANY ALIMONY" ; +label variable ER22548 "AMT OF ALIMONY GIVEN" ; +label variable ER22549 "G112 WTR DEPNDT OTRS" ; +label variable ER22550 "G113 NUMBER DEPNDT OTR" ; +label variable ER22551 "G114 WTR DEPNDT OTHS" ; +label variable ER22552 "W1 WTR OTR REAL ESTATE" ; +label variable ER22553 "W1A WTR SECOND HOME" ; +label variable ER22554 "W2 PROFIT IF SOLD OTR REAL ESTATE" ; +label variable ER22555 "W3 WTR PROFIT GE 50,000" ; +label variable ER22556 "W4 WTR PROFIT GE 150,000" ; +label variable ER22557 "W5 WTR PROFIT GE 5,000" ; +label variable ER22558 "W6 PROFIT IF SOLD VEHICLES" ; +label variable ER22559 "W7 WTR PROFIT GE 10,000" ; +label variable ER22560 "W8 WTR PROFIT GE 25,000" ; +label variable ER22561 "W9 WTR PROFIT GE 2,000" ; +label variable ER22562 "W10 WTR OWN BUSINESS/FARM" ; +label variable ER22563 "W11 PROFIT IF SOLD BUSINESS/FARM" ; +label variable ER22564 "W12 WTR PROFIT GE 50,000" ; +label variable ER22565 "W13 WTR PROFIT GE 200,000" ; +label variable ER22566 "W14 WTR PROFIT GE 10,000" ; +label variable ER22567 "W15 WTR OWN NON-IRA STOCK" ; +label variable ER22568 "W16 PROFIT IF SOLD NON-IRA STOCK" ; +label variable ER22569 "W17 WTR PROFIT GE 25,000" ; +label variable ER22570 "W18 WTR PROFIT GE 50,000" ; +label variable ER22571 "W19 WTR PROFIT GE 5,000" ; +label variable ER22572 "W20 WTR PROFIT GE 100,000" ; +label variable ER22573 "W20D WTR DIVIDEND AMT CORRECT" ; +label variable ER22574 "W20E REVISED DIVIDENDS" ; +label variable ER22575 "W20E REVISED DIVIDENDS PER" ; +label variable ER22576 "W20F WTR REC REV DIVIDENDS IN JAN" ; +label variable ER22577 "W20F WTR REC REV DIVIDENDS IN FEB" ; +label variable ER22578 "W20F WTR REC REV DIVIDENDS IN MAR" ; +label variable ER22579 "W20F WTR REC REV DIVIDENDS IN APR" ; +label variable ER22580 "W20F WTR REC REV DIVIDENDS IN MAY" ; +label variable ER22581 "W20F WTR REC REV DIVIDENDS IN JUN" ; +label variable ER22582 "W20F WTR REC REV DIVIDENDS IN JUL" ; +label variable ER22583 "W20F WTR REC REV DIVIDENDS IN AUG" ; +label variable ER22584 "W20F WTR REC REV DIVIDENDS IN SEP" ; +label variable ER22585 "W20F WTR REC REV DIVIDENDS IN OCT" ; +label variable ER22586 "W20F WTR REC REV DIVIDENDS IN NOV" ; +label variable ER22587 "W20F WTR REC REV DIVIDENDS IN DEC" ; +label variable ER22588 "W21 WTR IRA/PRIVATE ANNUITY" ; +label variable ER22589 "W21A HOW FUNDS INVESTED" ; +label variable ER22590 "W22 VALUE OF IRA/ANNUITY" ; +label variable ER22591 "W23 WTR VALUE GE 25,000" ; +label variable ER22592 "W24 WTR VALUE GE 50,000" ; +label variable ER22593 "W25 WTR VALUE GE 5,000" ; +label variable ER22594 "W26 WTR VALUE GE 100,000" ; +label variable ER22595 "W27 WTR CK/SAVINGS/CD, ETC" ; +label variable ER22596 "W28 AMT ALL ACCOUNTS" ; +label variable ER22597 "W29 WTR VALUE GE 5,000" ; +label variable ER22598 "W30 WTR VALUE GE 10,000" ; +label variable ER22599 "W31 WTR VALUE GE 50,000" ; +label variable ER22600 "W31D WTR INTEREST AMT CORRECT" ; +label variable ER22601 "W31E REVISED INTEREST" ; +label variable ER22602 "W31E REVISED INTEREST PER" ; +label variable ER22603 "W31F WTR REC REV INTEREST IN JAN" ; +label variable ER22604 "W31F WTR REC REV INTEREST IN FEB" ; +label variable ER22605 "W31F WTR REC REV INTEREST IN MAR" ; +label variable ER22606 "W31F WTR REC REV INTEREST IN APR" ; +label variable ER22607 "W31F WTR REC REV INTEREST IN MAY" ; +label variable ER22608 "W31F WTR REC REV INTEREST IN JUN" ; +label variable ER22609 "W31F WTR REC REV INTEREST IN JUL" ; +label variable ER22610 "W31F WTR REC REV INTEREST IN AUG" ; +label variable ER22611 "W31F WTR REC REV INTEREST IN SEP" ; +label variable ER22612 "W31F WTR REC REV INTEREST IN OCT" ; +label variable ER22613 "W31F WTR REC REV INTEREST IN NOV" ; +label variable ER22614 "W31F WTR REC REV INTEREST IN DEC" ; +label variable ER22615 "W32 WTR VALUE GE 1,000" ; +label variable ER22616 "W33 WTR BONDS/INSURANCE, ETC." ; +label variable ER22617 "W34 PROFIT IF SOLD BONDS/INSURANCE" ; +label variable ER22618 "W35 WTR PROFIT GE 10,000" ; +label variable ER22619 "W36 WTR PROFIT GE 25,000" ; +label variable ER22620 "W37 WTR PROFIT GE 2,000" ; +label variable ER22621 "W38 WTR OTHER DEBTS" ; +label variable ER22622 "W39 VALUE ALL DEBTS" ; +label variable ER22623 "W40 WTR DEBTS GE 2,000" ; +label variable ER22624 "W41 WTR DEBTS GE 5,000" ; +label variable ER22625 "W42 WTR DEBTS GE 1,000" ; +label variable ER22626 "W43 WTR CHANGED IRA/PRIVATE ANNUITY" ; +label variable ER22627 "W44 AMT INVESTED IN IRA/ANNUITY" ; +label variable ER22628 "W45 WTR INVEST GE 10,000" ; +label variable ER22629 "W46 WTR INVEST GE 50,000" ; +label variable ER22630 "W47 WTR INVEST GE 5,000" ; +label variable ER22631 "W48 WTR CASHED PNSN/ANNTY/IRA" ; +label variable ER22632 "W49 VALUE PENSION/ANNUITY/IRA" ; +label variable ER22633 "W50 WTR VALUE GE 10,000" ; +label variable ER22634 "W51 WTR VALUE GE 50,000" ; +label variable ER22635 "W52 WTR VALUE GE 100,000" ; +label variable ER22636 "W53 WTR VALUE GE 5,000" ; +label variable ER22637 "W54 WTR SOLD HOME" ; +label variable ER22638 "W55 HOME SELLING PRICE" ; +label variable ER22639 "W56 WTR PRICE GE 60,000" ; +label variable ER22640 "W57 WTR PRICE GE 120,000" ; +label variable ER22641 "W58 WTR PRICE GE 30,000" ; +label variable ER22642 "W59 WTR BOUGHT OTR REAL ESTATE" ; +label variable ER22643 "W60 AMT IN REAL ESTATE" ; +label variable ER22644 "W61 WTR AMT GE 60,000" ; +label variable ER22645 "W62 WTR AMT GE 120,000" ; +label variable ER22646 "W63 WTR AMT GE 30,000" ; +label variable ER22647 "W64 WTR SOLD OTR REAL ESTATE" ; +label variable ER22648 "W65 AMT FROM OTR REAL ESTATE" ; +label variable ER22649 "W66 WTR AMT GE 60,000" ; +label variable ER22650 "W67 WTR AMT GE 120,000" ; +label variable ER22651 "W68 WTR AMT GE 30,000" ; +label variable ER22652 "W69 WTR MADE ADDITION/REPAIRS" ; +label variable ER22653 "W70 COST OF ADDITION/REPAIRS" ; +label variable ER22654 "W71 WTR COST GE 25,000" ; +label variable ER22655 "W72 WTR COST GE 75,000" ; +label variable ER22656 "W73 WTR INVESTED IN BUSNES/FARM" ; +label variable ER22657 "W74 AMT INVESTED IN BUSINESS/FARM" ; +label variable ER22658 "W75 WTR AMT GE 25,000" ; +label variable ER22659 "W76 WTR AMT GE 100,000" ; +label variable ER22660 "W77 WTR AMT GE 10,000" ; +label variable ER22661 "W78 WTR SOLD BUSINESS/FARM" ; +label variable ER22662 "W79 AMT FROM BUSINESS/FARM" ; +label variable ER22663 "W80 WTR AMT GE 25,000" ; +label variable ER22664 "W81 WTR AMT GE 100,000" ; +label variable ER22665 "W82 WTR AMT GE 10,000" ; +label variable ER22666 "W83 WTR BOUGHT NON-IRA STOCK" ; +label variable ER22667 "W84 WTR ALSO SOLD STOCK" ; +label variable ER22668 "W85 WTR BOUGHT MORE/SOLD MORE" ; +label variable ER22669 "W86 BALANCE IN/OUT STOCKS" ; +label variable ER22670 "W87 WTR STOCKS GE 20,000" ; +label variable ER22671 "W88 WTR STOCKS GE 50,000" ; +label variable ER22672 "W90 WTR STOCKS GE 100,000" ; +label variable ER22673 "W89 WTR ST0CKS GE 5,000" ; +label variable ER22674 "W91 AMT INVESTED IN STOCKS" ; +label variable ER22675 "W92 WTR AMT GE 20,000" ; +label variable ER22676 "W93 WTR AMT GE 50,000" ; +label variable ER22677 "W94 WTR AMT GE 100,000" ; +label variable ER22678 "W95 WTR AMT GE 5,000" ; +label variable ER22679 "W96 WTR SOLD NON-IRA STOCK" ; +label variable ER22680 "W97 AMT NON-IRA STOCK" ; +label variable ER22681 "W98 WTR AMT GE 20,000" ; +label variable ER22682 "W99 WTR AMT GE 50,000" ; +label variable ER22683 "W100 WTR AMT GE 100,000" ; +label variable ER22684 "W101 WTR AMT GE 5,000" ; +label variable ER22685 "W102 WTR MOVER OUT W/ASSETS" ; +label variable ER22686 "W103 VALUE ASSETS MOVED OUT" ; +label variable ER22687 "W104 WTR VALUE GE 10,000" ; +label variable ER22688 "W105 WTR VALUE GE 25,000" ; +label variable ER22689 "W106 WTR VALUE GE 100,000" ; +label variable ER22690 "W107 WTR VALUE GE 5,000" ; +label variable ER22691 "W108 VALUE DEBTS MOVED OUT" ; +label variable ER22692 "W109 WTR VALUE GE 10,000" ; +label variable ER22693 "W110 WTR VALUE GE 25,000" ; +label variable ER22694 "W111 WTR VALUE GE 5,000" ; +label variable ER22695 "W112 CKPT: FU COMPOSITION" ; +label variable ER22696 "W113 WTR MOVER IN ASSETS" ; +label variable ER22697 "W114 VALUE ASSETS MOVED IN" ; +label variable ER22698 "W115 WTR VALUE GE 10,000" ; +label variable ER22699 "W116 WTR VALUE GE 25,000" ; +label variable ER22700 "W117 WTR VALUE GE 100,000" ; +label variable ER22701 "W118 WTR VALUE GE 5,000" ; +label variable ER22702 "W119 VALUE DEBTS MOVE IN" ; +label variable ER22703 "W120 WTR VALUE GE 10,000" ; +label variable ER22704 "W121 WTR VALUE GE 25,000" ; +label variable ER22705 "W122 WTR VALUE GE 5,000" ; +label variable ER22706 "W123 WTR RECD GIFT/INHERITANCE" ; +label variable ER22707 "W124 YR RECD GIFT/INHERIT-#1" ; +label variable ER22708 "W125 VALUE GIFT/INHERIT-#1" ; +label variable ER22709 "W126 WTR VALUE GE 25,000" ; +label variable ER22710 "W127 WTR VALUE GE 75,000" ; +label variable ER22711 "W128 WTR GIFT/INHERITANCE-#2" ; +label variable ER22712 "W124 YR RECD GIFT/INHERIT-#2" ; +label variable ER22713 "W125 VALUE GIFT/INHERIT-#2" ; +label variable ER22714 "W126 WTR VALUE GE 25,000" ; +label variable ER22715 "W127 WTR VALUE GE 75,000" ; +label variable ER22716 "W128 WTR GIFT/INHERITANCE-#3" ; +label variable ER22717 "W124 YR REC GIFT/INHERIT-#3" ; +label variable ER22718 "W125 VALUE GIFT/INHERIT-#3" ; +label variable ER22719 "W126 WTR VALUE GE 25,000" ; +label variable ER22720 "W127 WTR VALUE GE 75,000" ; +label variable ER22721 "P0 WTR WORKING NOW" ; +label variable ER22722 "P1 WTR PNSN AT CURR JOB" ; +label variable ER22723 "P6 # YRS IN PENSION PLAN" ; +label variable ER22724 "P6 YR JOINED PENSION PLAN" ; +label variable ER22725 "P7 WTR EVER ELIG FOR PLAN" ; +label variable ER22726 "P8 # YRS TILL ELIGIBLE" ; +label variable ER22727 "P9 WTR VESTED" ; +label variable ER22728 "P10 # YRS TILL VESTED" ; +label variable ER22729 "P11 WTR CONTRIB TO PENSION" ; +label variable ER22730 "P12 WTR CONTRIB REQUIRED" ; +label variable ER22731 "P13 REQUIRED AMT" ; +label variable ER22732 "P13 REQUIRED AMT PER" ; +label variable ER22733 "P13 REQUIRED PCT" ; +label variable ER22734 "P14 WTR VOLUNTARY CONTRIB" ; +label variable ER22735 "P15 VOLUNTARY AMT" ; +label variable ER22736 "P15 VOLUNTARY AMT PER" ; +label variable ER22737 "P15 VOLUNTARY PCT" ; +label variable ER22738 "P16 HOW BENEFIT FIGURED" ; +label variable ER22739 "P17 WTR EMPLYR CONTRIB" ; +label variable ER22740 "P18 AMT EMPLYR CONTRIB" ; +label variable ER22741 "P18 EMPLYR AMT PER" ; +label variable ER22742 "P18 PCT EMPLYR CONTRIB" ; +label variable ER22743 "P19 AGE PENSION INCL EMPLYR CONTRIB" ; +label variable ER22744 "P20 AMT IN PENSION ACCT NOW" ; +label variable ER22745 "P20A HOW FUNDS INVESTED" ; +label variable ER22746 "P21 AMT COULD TAKE IF LEAVE EMPLYR" ; +label variable ER22747 "P21 AMT PER IF LEAVE EMPLYR" ; +label variable ER22748 "P21 PCT COULD TAKE IF LEAVE EMPLYR" ; +label variable ER22749 "P22 CKPT: TYPE PENSION" ; +label variable ER22750 "P23 BENEFIT FORMULA" ; +label variable ER22751 "P24 AGE FULL BENEFITS" ; +label variable ER22752 "P25 # YRS NEC FOR FULL BENEFITS" ; +label variable ER22753 "P26 AGE IF AGE+YRS" ; +label variable ER22754 "P26 # YRS IF AGE+YRS" ; +label variable ER22755 "P27 WTR REC PART PNSN IF RETIRE EARLY" ; +label variable ER22756 "P28 EARLY RETRMT FORMULA" ; +label variable ER22757 "P29 AGE ELIG PART BENEFITS" ; +label variable ER22758 "P30 # YRS ELIG PART BENEFITS" ; +label variable ER22759 "P31 AGE IF AGE+YRS" ; +label variable ER22760 "P31 # YRS IF AGE+YRS" ; +label variable ER22761 "P32 AGE EXPECT RECEIVE BENEFITS" ; +label variable ER22762 "P33 WTR CAN ESTIMATE BENEFIT" ; +label variable ER22763 "P34 ESTIMATED BENEFIT AMT" ; +label variable ER22764 "P34 ESTIMATED BENEFIT PER" ; +label variable ER22765 "P34 ESTIMATED BENEFIT PCT" ; +label variable ER22766 "P34 ESTIMATED LUMP SUM BENEFIT" ; +label variable ER22767 "P35 WTR BENEFICIARY" ; +label variable ER22768 "P36 AMT BENEFICIARY RECEIVES" ; +label variable ER22769 "P37 WTR PNSN LESSENED BY SOC SEC" ; +label variable ER22770 "P38 WHEN SOC SEC CHG PNSN AMT" ; +label variable ER22771 "P39 USUAL RETIREMNT AGE OF OTRS" ; +label variable ER22772 "P39 USUAL # YRS OTRS RETIRE" ; +label variable ER22773 "P40 AGE PLAN STOP WORK" ; +label variable ER22774 "P40 YR PLAN STOP WORK" ; +label variable ER22775 "P41 AGE WILL STOP WORK" ; +label variable ER22776 "P41 YR WILL STOP WORK" ; +label variable ER22777 "P42 WTR TAX-DEFER PLAN" ; +label variable ER22778 "P43 WTR EMPLYR CONTRIB" ; +label variable ER22779 "P44 AMT EMPLYR CONTRIB" ; +label variable ER22780 "P44 EMPLYR CONTRIB PER" ; +label variable ER22781 "P44 PCT EMPLYR CONTRIB" ; +label variable ER22782 "P45 WTR PNSN W/PREV EMPLYR" ; +label variable ER22783 "P46 TYPE PREV PENSION-#1" ; +label variable ER22784 "P47 ACCT AMT WHEN LEFT PREV EMPLYR-#1" ; +label variable ER22785 "P48 WHAT DID W/PREV PNSN-#1" ; +label variable ER22786 "P49 AMT NOW PREV PNSN ACCT-#1" ; +label variable ER22787 "P50 AGE REC IF ANNUITY-#1" ; +label variable ER22788 "P51 AMT PREV ANNUITY-#1" ; +label variable ER22789 "P51 PREV ANNUITY PER-#1" ; +label variable ER22790 "P52 STATUS PREV PNSN MEN1-#1" ; +label variable ER22791 "P52 STATUS PREV PNSN MEN2-#1" ; +label variable ER22792 "P52 STATUS PREV PNSN MEN3-#1" ; +label variable ER22793 "P52 STATUS PREV PNSN MEN4-#1" ; +label variable ER22794 "P52 STATUS PREV PNSN MEN5-#1" ; +label variable ER22795 "P52 STATUS PREV PNSN MEN6-#1" ; +label variable ER22796 "P53 MO REC PREV PNSN-#1" ; +label variable ER22797 "P53 YR REC PREV PNSN-#1" ; +label variable ER22798 "P54 PREV PNSN BENEFIT AMT-#1" ; +label variable ER22799 "P54 BENEFIT PER-#1" ; +label variable ER22800 "P55 WTR BENEFITS COLA-#1" ; +label variable ER22801 "P56 WTR BENEFITS EVER COLA-#1" ; +label variable ER22802 "P57 PREV PNSN CASH SETTLEMNT AMT-#1" ; +label variable ER22803 "P58 WHAT DID W/CASH MEN1-#1" ; +label variable ER22804 "P58 WHAT DID W/CASH MEN2-#1" ; +label variable ER22805 "P58 WHAT DID W/CASH MEN3-#1" ; +label variable ER22806 "P58 WHAT DID W/CASH MEN4-#1" ; +label variable ER22807 "P58 WHAT DID W/CASH MEN5-#1" ; +label variable ER22808 "P58 WHAT DID W/CASH MEN6-#1" ; +label variable ER22809 "P59 PREV PNSN IRA AMT-#1" ; +label variable ER22810 "P60 # YRS IN PREV PLAN-#1" ; +label variable ER22811 "P61 AGE EXPECT REC PREV PNSN-#1" ; +label variable ER22812 "P62 AMT EXPECT REC PREV PNSN-#1" ; +label variable ER22813 "P62 PREV PNSN PER-#1" ; +label variable ER22814 "P62 PCT EXPECT REC PREV PNSN-#1" ; +label variable ER22815 "P62 LUMP SUM EXPECT PREV PNSN-#1" ; +label variable ER22816 "P63 ACCT AMT WHEN LEFT PREV EMPLYR-#1" ; +label variable ER22817 "P64 WHAT DID W/PREV PNSN-#1" ; +label variable ER22818 "P65 ACCT AMT PREV PNSN NOW-#1" ; +label variable ER22819 "P66 AGE BEGAN REC ANNUITY-#1" ; +label variable ER22820 "P67 AMT PREV ANNUITY-#1" ; +label variable ER22821 "P67 PREV ANNUITY PER-#1" ; +label variable ER22822 "P68 AGE ELIG PREV PNSN-#1" ; +label variable ER22823 "P69 WTR SECOND PREV PENSION" ; +label variable ER22824 "P46 TYPE PREV PENSION-#2" ; +label variable ER22825 "P47 ACCT AMT WHEN LEFT PREV EMPLYR-#2" ; +label variable ER22826 "P48 WHAT DID W/PREV PNSN-#2" ; +label variable ER22827 "P49 AMT NOW PREV PNSN ACCT-#2" ; +label variable ER22828 "P50 AGE REC IF ANNUITY-#2" ; +label variable ER22829 "P51 AMT PREV ANNUITY-#2" ; +label variable ER22830 "P51 PREV ANNUITY PER-#2" ; +label variable ER22831 "P52 STATUS PREV PNSN MEN1-#2" ; +label variable ER22832 "P52 STATUS PREV PNSN MEN2-#2" ; +label variable ER22833 "P52 STATUS PREV PNSN MEN3-#2" ; +label variable ER22834 "P52 STATUS PREV PNSN MEN4-#2" ; +label variable ER22835 "P52 STATUS PREV PNSN MEN5-#2" ; +label variable ER22836 "P52 STATUS PREV PNSN MEN6-#2" ; +label variable ER22837 "P53 MO REC PREV PNSN-#2" ; +label variable ER22838 "P53 YR REC PREV PNSN-#2" ; +label variable ER22839 "P54 PREV PNSN BENEFIT AMT-#2" ; +label variable ER22840 "P54 BENEFIT PER-#2" ; +label variable ER22841 "P55 WTR BENEFITS COLA-#2" ; +label variable ER22842 "P56 WTR BENEFITS EVER COLA-#2" ; +label variable ER22843 "P57 PREV PNSN CASH SETTLEMNT AMT-#2" ; +label variable ER22844 "P58 WHAT DID W/CASH MEN1-#2" ; +label variable ER22845 "P58 WHAT DID W/CASH MEN2-#2" ; +label variable ER22846 "P58 WHAT DID W/CASH MEN3-#2" ; +label variable ER22847 "P58 WHAT DID W/CASH MEN4-#2" ; +label variable ER22848 "P58 WHAT DID W/CASH MEN5-#2" ; +label variable ER22849 "P58 WHAT DID W/CASH MEN6-#2" ; +label variable ER22850 "P59 PREV PNSN IRA AMT-#2" ; +label variable ER22851 "P60 # YRS IN PREV PLAN-#2" ; +label variable ER22852 "P61 AGE EXPECT REC PREV PNSN-#2" ; +label variable ER22853 "P62 AMT EXPECT REC PREV PNSN-#2" ; +label variable ER22854 "P62 PREV PNSN PER-#2" ; +label variable ER22855 "P62 PCT EXPECT REC PREV PNSN-#2" ; +label variable ER22856 "P62 LUMP SUM EXPECT PREV PNSN-#2" ; +label variable ER22857 "P63 ACCT AMT WHEN LEFT PREV EMPLYR-#2" ; +label variable ER22858 "P64 WHAT DID W/PREV PNSN-#2" ; +label variable ER22859 "P65 ACCT AMT PREV PNSN NOW-#2" ; +label variable ER22860 "P66 AGE BEGAN REC ANNUITY-#2" ; +label variable ER22861 "P67 AMT PREV ANNUITY-#2" ; +label variable ER22862 "P67 PREV ANNUITY PER-#2" ; +label variable ER22863 "P68 AGE ELIG PREV PNSN-#2" ; +label variable ER22864 "P69 WTR 3RD PREV PENSION" ; +label variable ER22865 "P70 WTR WORKING NOW" ; +label variable ER22866 "P71 WTR PNSN AT CURR JOB" ; +label variable ER22867 "P76 # YRS IN PENSION PLAN" ; +label variable ER22868 "PY6 YR JOINED PENSION PLAN" ; +label variable ER22869 "P77 WTR EVER ELIG FOR PLAN" ; +label variable ER22870 "P78 # YRS TILL ELIGIBLE" ; +label variable ER22871 "P79 WTR VESTED" ; +label variable ER22872 "P80 # YRS TILL VESTED" ; +label variable ER22873 "P81 WTR CONTRIB TO PENSION" ; +label variable ER22874 "P82 WTR CONTRIB REQUIRED" ; +label variable ER22875 "P83 REQUIRED AMT" ; +label variable ER22876 "P83 REQUIRED AMT PER" ; +label variable ER22877 "P83 REQUIRED PCT" ; +label variable ER22878 "P84 WTR VOLUNTARY CONTRIB" ; +label variable ER22879 "P85 VOLUNTARY AMT" ; +label variable ER22880 "P85 VOLUNTARY AMT PER" ; +label variable ER22881 "P85 VOLUNTARY PCT" ; +label variable ER22882 "P86 HOW BENEFIT FIGURED" ; +label variable ER22883 "P87 WTR EMPLYR CONTRIB" ; +label variable ER22884 "P88 AMT EMPLYR CONTRIB" ; +label variable ER22885 "P88 EMPLYR AMT PER" ; +label variable ER22886 "P88 PCT EMPLYR CONTRIB" ; +label variable ER22887 "P89 AGE PENSION INCL EMPLYR CONTRIB" ; +label variable ER22888 "P90 AMT IN PENSION ACCT NOW" ; +label variable ER22889 "P90A HOW FUNDS INVESTED" ; +label variable ER22890 "P91 AMT COULD TAKE IF LEAVE EMPLYR" ; +label variable ER22891 "P91 AMT PER IF LEAVE EMPLYR" ; +label variable ER22892 "P91 PCT COULD TAKE IF LEAVE EMPLYR" ; +label variable ER22893 "P92 CKPT: TYPE PENSION" ; +label variable ER22894 "P93 BENEFIT FORMULA" ; +label variable ER22895 "P94 AGE FULL BENEFITS" ; +label variable ER22896 "P95 # YRS NEC FOR FULL BENEFITS" ; +label variable ER22897 "P96 AGE IF AGE+YRS" ; +label variable ER22898 "P96 # YRS IF AGE+YRS" ; +label variable ER22899 "P97 WTR REC PART PNSN IF RETIRE EARLY" ; +label variable ER22900 "P98 EARLY RETRMT FORMULA" ; +label variable ER22901 "P99 AGE ELIG PART BENEFITS" ; +label variable ER22902 "P100 # YRS ELIG PART BENEFITS" ; +label variable ER22903 "P101 AGE IF AGE+YRS" ; +label variable ER22904 "P101 # YRS IF AGE+YRS" ; +label variable ER22905 "P102 AGE EXPECT RECEIVE BENEFITS" ; +label variable ER22906 "P103 WTR CAN ESTIMATE BENEFIT" ; +label variable ER22907 "P104 ESTIMATED BENEFIT AMT" ; +label variable ER22908 "P104 ESTIMATED BENEFIT PER" ; +label variable ER22909 "P104 ESTIMATED BENEFIT PCT" ; +label variable ER22910 "P104 ESTIMATED LUMP SUM BENEFIT" ; +label variable ER22911 "P105 WTR BENEFICIARY" ; +label variable ER22912 "P106 AMT BENEFICIARY RECEIVES" ; +label variable ER22913 "P107 WTR PNSN LESSENED BY SOC SEC" ; +label variable ER22914 "P108 WHEN SOC SEC CHG PNSN AMT" ; +label variable ER22915 "P109 USUAL RETIRMNT AGE OF OTRS" ; +label variable ER22916 "P109 USUAL # YRS OTRS RETIRE" ; +label variable ER22917 "P110 AGE PLAN STOP WORK" ; +label variable ER22918 "P110 YR PLAN STOP WORK" ; +label variable ER22919 "P111 AGE WILL STOP WORK" ; +label variable ER22920 "P111 YR WILL STOP WORK" ; +label variable ER22921 "P112 WTR TAX-DEFER PLAN" ; +label variable ER22922 "P113 WTR EMPLYR CONTRIB" ; +label variable ER22923 "P114 AMT EMPLYR CONTRIB" ; +label variable ER22924 "P114 EMPLYR CONTRIB PER" ; +label variable ER22925 "P114 PCT EMPLYR CONTRIB" ; +label variable ER22926 "P115 WTR PNSN W/PREV EMPLYR" ; +label variable ER22927 "P116 TYPE PREV PENSION-#1" ; +label variable ER22928 "P117 ACCT AMT WHEN LEFT PREV EMPLYR-#1" ; +label variable ER22929 "P118 WHAT DID W/PREV PNSN-#1" ; +label variable ER22930 "P119 AMT NOW PREV PNSN ACCT-#1" ; +label variable ER22931 "P120 AGE REC IF ANNUITY-#1" ; +label variable ER22932 "P121 AMT PREV ANNUITY-#1" ; +label variable ER22933 "P121 PREV ANNUITY PER-#1" ; +label variable ER22934 "P122 STATUS PREV PNSN MEN1-#1" ; +label variable ER22935 "P122 STATUS PREV PNSN MEN2-#1" ; +label variable ER22936 "P122 STATUS PREV PNSN MEN3-#1" ; +label variable ER22937 "P122 STATUS PREV PNSN MEN4-#1" ; +label variable ER22938 "P122 STATUS PREV PNSN MEN5-#1" ; +label variable ER22939 "P122 STATUS PREV PNSN MEN6-#1" ; +label variable ER22940 "P123 MO REC PREV PNSN-#1" ; +label variable ER22941 "P123 YR REC PREV PNSN-#1" ; +label variable ER22942 "P124 PREV PNSN BENEFIT AMT-#1" ; +label variable ER22943 "P124 BENEFIT PER-#1" ; +label variable ER22944 "P125 WTR BENEFITS COLA-#1" ; +label variable ER22945 "P126 WTR BENEFITS EVER COLA-#1" ; +label variable ER22946 "P127 PREV PNSN CASH SETTLEMNT AMT-#1" ; +label variable ER22947 "P128 WHAT DID W/CASH MEN1-#1" ; +label variable ER22948 "P128 WHAT DID W/CASH MEN2-#1" ; +label variable ER22949 "P128 WHAT DID W/CASH MEN3-#1" ; +label variable ER22950 "P128 WHAT DID W/CASH MEN4-#1" ; +label variable ER22951 "P128 WHAT DID W/CASH MEN5-#1" ; +label variable ER22952 "P128 WHAT DID W/CASH MEN6-#1" ; +label variable ER22953 "P129 PREV PNSN IRA AMT-#1" ; +label variable ER22954 "P130 # YRS IN PREV PLAN-#1" ; +label variable ER22955 "P131 AGE EXPECT REC PREV PNSN-#1" ; +label variable ER22956 "P132 AMT EXPECT REC PREV PNSN-#1" ; +label variable ER22957 "P132 PREV PNSN PER-#1" ; +label variable ER22958 "P132 PCT EXPECT REC PREV PNSN-#1" ; +label variable ER22959 "P132 LUMP SUM EXPECT PREV PNSN-#1" ; +label variable ER22960 "P133 ACCT AMT WHEN LEFT PREV EMPLYR-#1" ; +label variable ER22961 "P134 WHAT DID W/PREV PNSN-#1" ; +label variable ER22962 "P135 ACCT AMT PREV PNSN NOW-#1" ; +label variable ER22963 "P136 AGE BEGAN REC ANNUITY-#1" ; +label variable ER22964 "P137 AMT PREV ANNUITY-#1" ; +label variable ER22965 "P137 PREV ANNUITY PER-#1" ; +label variable ER22966 "P138 AGE ELIG PREV PNSN-#1" ; +label variable ER22967 "P139 WTR SECOND PREV PENSION" ; +label variable ER22968 "P116 TYPE PREV PENSION-#2" ; +label variable ER22969 "P117 ACCT AMT WHEN LEFT PREV EMPLYR-#2" ; +label variable ER22970 "P118 WHAT DID W/PREV PNSN-#2" ; +label variable ER22971 "P119 AMT NOW PREV PNSN ACCT-#2" ; +label variable ER22972 "P120 AGE REC IF ANNUITY-#2" ; +label variable ER22973 "P121 AMT PREV ANNUITY-#2" ; +label variable ER22974 "P121 PREV ANNUITY PER-#2" ; +label variable ER22975 "P122 STATUS PREV PNSN MEN1-#2" ; +label variable ER22976 "P122 STATUS PREV PNSN MEN2-#2" ; +label variable ER22977 "P122 STATUS PREV PNSN MEN3-#2" ; +label variable ER22978 "P122 STATUS PREV PNSN MEN4-#2" ; +label variable ER22979 "P122 STATUS PREV PNSN MEN5-#2" ; +label variable ER22980 "P122 STATUS PREV PNSN MEN6-#2" ; +label variable ER22981 "P123 MO REC PREV PNSN-#2" ; +label variable ER22982 "P123 YR REC PREV PNSN-#2" ; +label variable ER22983 "P124 PREV PNSN BENEFIT AMT-#2" ; +label variable ER22984 "P124 BENEFIT PER-#2" ; +label variable ER22985 "P125 WTR BENEFITS COLA-#2" ; +label variable ER22986 "P126 WTR BENEFITS EVER COLA-#2" ; +label variable ER22987 "P127 PREV PNSN CASH SETTLEMNT AMT-#2" ; +label variable ER22988 "P128 WHAT DID W/CASH MEN1-#2" ; +label variable ER22989 "P128 WHAT DID W/CASH MEN2-#2" ; +label variable ER22990 "P128 WHAT DID W/CASH MEN3-#2" ; +label variable ER22991 "P128 WHAT DID W/CASH MEN4-#2" ; +label variable ER22992 "P128 WHAT DID W/CASH MEN5-#2" ; +label variable ER22993 "P128 WHAT DID W/CASH MEN6-#2" ; +label variable ER22994 "P129 PREV PNSN IRA AMT-#2" ; +label variable ER22995 "P130 # YRS IN PREV PLAN-#2" ; +label variable ER22996 "P131 AGE EXPECT REC PREV PNSN-#2" ; +label variable ER22997 "P132 AMT EXPECT REC PREV PNSN-#2" ; +label variable ER22998 "P132 PREV PNSN PER-#2" ; +label variable ER22999 "P132 PCT EXPECT REC PREV PNSN-#2" ; +label variable ER23000 "P132 LUMP SUM EXPECT PREV PNSN-#2" ; +label variable ER23001 "P133 ACCT AMT WHEN LEFT PREV EMPLYR-#2" ; +label variable ER23002 "P134 WHAT DID W/PREV PNSN-#2" ; +label variable ER23003 "P135 ACCT AMT PREV PNSN NOW-#2" ; +label variable ER23004 "P136 AGE BEGAN REC ANNUITY-#2" ; +label variable ER23005 "P137 AMT PREV ANNUITY-#2" ; +label variable ER23006 "P137 PREV ANNUITY PER-#2" ; +label variable ER23007 "P138 AGE ELIG PREV PNSN-#2" ; +label variable ER23008 "P139 WTR 3RD PREV PENSION" ; +label variable ER23009 "H1 HEALTH STATUS-HEAD" ; +label variable ER23010 "H1A WTR HLTH BETTER/WORSE" ; +label variable ER23011 "H1B HEALTH HOW MUCH BETTER?" ; +label variable ER23012 "H1C HEALTH HOW MUCH WORSE?" ; +label variable ER23013 "H1D HEALTH STATUS, BIRTH TO AGE 16" ; +label variable ER23014 "H2 LIMIT TYPE/AMT WRK H" ; +label variable ER23015 "H3 NOT DO CERTAIN WRK H" ; +label variable ER23016 "H4 LIMIT AMT WRK DO H" ; +label variable ER23017 "H5A WTR HAD STROKE" ; +label variable ER23018 "H6A # DAYS STROKE" ; +label variable ER23019 "H6A # MOS STROKE" ; +label variable ER23020 "H6A # WKS STROKE" ; +label variable ER23021 "H6A # YRS STROKE" ; +label variable ER23022 "H7A LIMIT DAILY ACTIVITY" ; +label variable ER23023 "H5B WTR HIGH BLOOD PRESSURE" ; +label variable ER23024 "H6B # DAYS HIGH BLOOD PRESSURE" ; +label variable ER23025 "H6B # MOS HIGH BLOOD PRESSURE" ; +label variable ER23026 "H6B # WKS HIGH BLOOD PRESSURE" ; +label variable ER23027 "H6B # YRS HIGH BLOOD PRESSURE" ; +label variable ER23028 "H7B LIMIT DAILY ACTIVITY" ; +label variable ER23029 "H5C WTR DIABETES" ; +label variable ER23030 "H6C # DAYS DIABETES" ; +label variable ER23031 "H6C # MOS DIABETES" ; +label variable ER23032 "H6C # WKS DIABETES" ; +label variable ER23033 "H6C # YRS DIABETES" ; +label variable ER23034 "H7C LIMIT DAILY ACTIVITY" ; +label variable ER23035 "H5D WTR CANCER" ; +label variable ER23036 "H6D # DAYS CANCER" ; +label variable ER23037 "H6D # MOS CANCER" ; +label variable ER23038 "H6D # WKS CANCER" ; +label variable ER23039 "H6D # YRS CANCER" ; +label variable ER23040 "H7D LIMIT DAILY ACTIVITY" ; +label variable ER23041 "H5E WTR LUNG DISEASE" ; +label variable ER23042 "H6E # DAYS LUNG DISEASE" ; +label variable ER23043 "H6E # MOS LUNG DISEASE" ; +label variable ER23044 "H6E # WKS LUNG DISEASE" ; +label variable ER23045 "H6E # YRS LUNG DISEASE" ; +label variable ER23046 "H7E LIMIT DAILY ACTIVITY" ; +label variable ER23047 "H5F WTR HEART ATTACK" ; +label variable ER23048 "H6F # DAYS HEART ATTACK" ; +label variable ER23049 "H6F # MOS HEART ATTACK" ; +label variable ER23050 "H6F # WKS HEART ATTACK" ; +label variable ER23051 "H6F # YRS HEART ATTACK" ; +label variable ER23052 "H7F LIMIT DAILY ACTIVITY" ; +label variable ER23053 "H5G WTR HEART DISEASE" ; +label variable ER23054 "H6G # DAYS HEART DISEASE" ; +label variable ER23055 "H6G # MOS HEART DISEASE" ; +label variable ER23056 "H6G # WKS HEART DISEASE" ; +label variable ER23057 "H6G # YRS HEART DISEASE" ; +label variable ER23058 "H7G LIMIT DAILY ACTIVITY" ; +label variable ER23059 "H5H WTR EMOTIONAL PROB" ; +label variable ER23060 "H6H # DAYS EMOTIONAL PR" ; +label variable ER23061 "H6H # MOS EMOTIONAL PROB" ; +label variable ER23062 "H6H # WKS EMOTIONAL PROB" ; +label variable ER23063 "H6H # YRS EMOTIONAL PROB" ; +label variable ER23064 "H7H LIMIT DAILY ACTIVITY" ; +label variable ER23065 "H5I WTR ARTHRITIS" ; +label variable ER23066 "H6I # DAYS ARTHRITIS" ; +label variable ER23067 "H6I # MOS ARTHRITIS" ; +label variable ER23068 "H6I # WKS ARTHRITIS" ; +label variable ER23069 "H6I # YRS ARTHRITIS" ; +label variable ER23070 "H7I LIMIT DAILY ACTIVITY" ; +label variable ER23071 "H5J WTR ASTHMA" ; +label variable ER23072 "H6J # DAYS ASTHMA" ; +label variable ER23073 "H6J # MOS ASTHMA" ; +label variable ER23074 "H6J # WKS ASTHMA" ; +label variable ER23075 "H6J # YRS ASTHMA" ; +label variable ER23076 "H7J LIMIT DAILY ACTIVITY" ; +label variable ER23077 "H5K WTR MENTAL LOSS" ; +label variable ER23078 "H6K # DAYS MENTAL LOSS" ; +label variable ER23079 "H6K # MOS MENTAL LOSS" ; +label variable ER23080 "H6K # WKS MENTAL LOSS" ; +label variable ER23081 "H6K # YRS MENTAL LOSS" ; +label variable ER23082 "H7K LIMIT DAILY ACTIVITY" ; +label variable ER23083 "H5L WTR LEARNING DISORDER" ; +label variable ER23084 "H6L # DAYS LEARNING DISORDER" ; +label variable ER23085 "H6L # MOS LEARNING DISORDER" ; +label variable ER23086 "H6L # WKS LEARNING DISORDER" ; +label variable ER23087 "H6L # YRS LEARNING DISORDER" ; +label variable ER23088 "H7L LIMIT DAILY ACTIVITY" ; +label variable ER23089 "H8 WTR HOSPITALIZED IN 2002" ; +label variable ER23090 "H8A # NIGHTS IN HOSPITAL" ; +label variable ER23091 "H8A # WEEKS IN HOSPITAL" ; +label variable ER23092 "H9A WTR PROBLEM BATHING" ; +label variable ER23093 "H10A WTR SOMEONE HELPS" ; +label variable ER23094 "H9B WTR PROBLEM DRESSING" ; +label variable ER23095 "H10B WTR SOMEONE HELPS" ; +label variable ER23096 "H9C WTR PROBLEM EATING" ; +label variable ER23097 "H10C WTR SOMEONE HELPS" ; +label variable ER23098 "H9D WTR PROB GETTING IN/OUT BED/CHAIR" ; +label variable ER23099 "H10D WTR SOMEONE HELPS" ; +label variable ER23100 "H9E WTR PROBLEM WALKING" ; +label variable ER23101 "H10E WTR SOMEONE HELPS" ; +label variable ER23102 "H9F WTR PROBLEM GETTING OUTSIDE" ; +label variable ER23103 "H10F WTR SOMEONE HELPS" ; +label variable ER23104 "H9G WTR PROBLEM USE/GET TO TOILET" ; +label variable ER23105 "H10G WTR SOMEONE HELPS" ; +label variable ER23106 "H11A WTR DIFFICULT PREPARE MEALS" ; +label variable ER23107 "H11B HEALTH/PHYSICAL PROBLEM?" ; +label variable ER23108 "H11C WTR DIFFICULT SHOPPING" ; +label variable ER23109 "H11D HEALTH/PHYSICAL PROBLEM?" ; +label variable ER23110 "H11E WTR DIFFICULT MANAGE MONEY" ; +label variable ER23111 "H11F HEALTH/PHYSICAL PROBLEM?" ; +label variable ER23112 "H11G WTR TELEPHONE DIFFICULT" ; +label variable ER23113 "H11H HEALTH/PHYSICAL PROBLEM?" ; +label variable ER23114 "H11J WTR HEAVY HSWRK DIFFICULT" ; +label variable ER23115 "H11K HEALTH/PHYSICAL PROBLEM?" ; +label variable ER23116 "H11L WTR LIGHT HSWRK DIFFICULT" ; +label variable ER23117 "H11M HEALTH/PHYSICAL PROBLEM?" ; +label variable ER23118 "H11N FREQ OF LIGHT PHYSICAL ACTIVITY" ; +label variable ER23119 "H11N LIGHT PHYSICAL ACTIVITY PER" ; +label variable ER23120 "H12 FREQ OF HEAVY PHYSICAL ACTIVITY" ; +label variable ER23121 "H12 HEAVY PHYSICAL ACTIVITY PER" ; +label variable ER23122 "H12B RUSHED/PRESSED FOR TIME" ; +label variable ER23123 "H13 WTR SMOKE CIGARETTES" ; +label variable ER23124 "H14 # CIGARETTES PER DAY" ; +label variable ER23125 "H15 AGE WHEN FIRST SMOKED" ; +label variable ER23126 "H16 WTR EVER SMOKED CIGARETTES" ; +label variable ER23127 "H17 # CIGARETTES PER DAY" ; +label variable ER23128 "H18 AGE LAST SMOKED REGULARLY" ; +label variable ER23129 "H19 AGE FIRST SMOKED REGULARLY" ; +label variable ER23130 "H20 WTR DRINK ALCOHOL" ; +label variable ER23131 "H21 # ALCOHOLIC DRINKS PER DAY" ; +label variable ER23132 "H22 WEIGHT" ; +label variable ER23133 "H23 HEIGHT-FEET" ; +label variable ER23134 "H23 HEIGHT-INCHES" ; +label variable ER23135 "H24 WTR WIFE IN FU NOW" ; +label variable ER23136 "H25 HEALTH STATUS-WIFE" ; +label variable ER23137 "H25A WTR HLTH BETTER/WORSE" ; +label variable ER23138 "H25B HEALTH HOW MUCH BETTER?" ; +label variable ER23139 "H25C HEALTH HOW MUCH WORSE?" ; +label variable ER23140 "H25D HEALTH STATUS, BIRTH TO AGE 16" ; +label variable ER23141 "H26 WTR TYPE/AMT WORK LIMITED" ; +label variable ER23142 "H27 WTR UNABLE TO DO SOME TYPES WORK" ; +label variable ER23143 "H28 WTR LIMITED IN WORK CAN DO" ; +label variable ER23144 "H29A WTR HAD STROKE" ; +label variable ER23145 "H30A # DAYS STROKE" ; +label variable ER23146 "H30A # MOS STROKE" ; +label variable ER23147 "H30A # WKS STROKE" ; +label variable ER23148 "H30A # YRS STROKE" ; +label variable ER23149 "H31A LIMIT DAILY ACTIVITY" ; +label variable ER23150 "H29B WTR HIGH BLOOD PRESSURE" ; +label variable ER23151 "H30B # DAYS HIGH BLOOD PRESSURE" ; +label variable ER23152 "H30B # MOS HIGH BLOOD PRESSURE" ; +label variable ER23153 "H30B # WKS HIGH BLOOD PRESSURE" ; +label variable ER23154 "H30B # YRS HIGH BLOOD PRESSURE" ; +label variable ER23155 "H31B LIMIT DAILY ACTIVITY" ; +label variable ER23156 "H29C WTR DIABETES" ; +label variable ER23157 "H30C # DAYS DIABETES" ; +label variable ER23158 "H30C # MOS DIABETES" ; +label variable ER23159 "H30C # WKS DIABETES" ; +label variable ER23160 "H30C # YRS DIABETES" ; +label variable ER23161 "H31C LIMIT DAILY ACTIVITY" ; +label variable ER23162 "H29D WTR CANCER" ; +label variable ER23163 "H30D # DAYS CANCER" ; +label variable ER23164 "H30D # MOS CANCER" ; +label variable ER23165 "H30D # WKS CANCER" ; +label variable ER23166 "H30D # YRS CANCER" ; +label variable ER23167 "H31D LIMIT DAILY ACTIVITY" ; +label variable ER23168 "H29E WTR LUNG DISEASE" ; +label variable ER23169 "H30E # DAYS LUNG DISEASE" ; +label variable ER23170 "H30E # MOS LUNG DISEASE" ; +label variable ER23171 "H30E # WKS LUNG DISEASE" ; +label variable ER23172 "H30E # YRS LUNG DISEASE" ; +label variable ER23173 "H31E LIMIT DAILY ACTIVITY" ; +label variable ER23174 "H29F WTR HEART ATTACK" ; +label variable ER23175 "H30F # DAYS HEART ATTACK" ; +label variable ER23176 "H30F # MOS HEART ATTACK" ; +label variable ER23177 "H30F # WKS HEART ATTACK" ; +label variable ER23178 "H30F # YRS HEART ATTACK" ; +label variable ER23179 "H31F LIMIT DAILY ACTIVITY" ; +label variable ER23180 "H29G WTR HEART DISEASE" ; +label variable ER23181 "H30G # DAYS HEART DISEASE" ; +label variable ER23182 "H30G # MOS HEART DISEASE" ; +label variable ER23183 "H30G # WKS HEART DISEASE" ; +label variable ER23184 "H30G # YRS HEART DISEASE" ; +label variable ER23185 "H31G LIMIT DAILY ACTIVITY" ; +label variable ER23186 "H29H WTR EMOTIONAL PROB" ; +label variable ER23187 "H30H # DAYS EMOTIONAL PR" ; +label variable ER23188 "H30H # MOS EMOTIONAL PROB" ; +label variable ER23189 "H30H # WKS EMOTIONAL PROB" ; +label variable ER23190 "H30H # YRS EMOTIONAL PROB" ; +label variable ER23191 "H31H LIMIT DAILY ACTIVITY" ; +label variable ER23192 "H29I WTR ARTHRITIS" ; +label variable ER23193 "H30I # DAYS ARTHRITIS" ; +label variable ER23194 "H30I # MOS ARTHRITIS" ; +label variable ER23195 "H30I # WKS ARTHRITIS" ; +label variable ER23196 "H30I # YRS ARTHRITIS" ; +label variable ER23197 "H31I LIMIT DAILY ACTIVITY" ; +label variable ER23198 "H29J WTR ASTHMA" ; +label variable ER23199 "H30J # DAYS ASTHMA" ; +label variable ER23200 "H30J # MOS ASTHMA" ; +label variable ER23201 "H30J # WKS ASTHMA" ; +label variable ER23202 "H30J # YRS ASTHMA" ; +label variable ER23203 "H31J LIMIT DAILY ACTIVITY" ; +label variable ER23204 "H29K WTR MENTAL LOSS" ; +label variable ER23205 "H30K # DAYS MENTAL LOSS" ; +label variable ER23206 "H30K # MOS MENTAL LOSS" ; +label variable ER23207 "H30K # WKS MENTAL LOSS" ; +label variable ER23208 "H30K # YRS MENTAL LOSS" ; +label variable ER23209 "H31K LIMIT DAILY ACTIVITY" ; +label variable ER23210 "H29L WTR LEARNING DISORDER" ; +label variable ER23211 "H30L # DAYS LEARNING DISORDER" ; +label variable ER23212 "H30L # MOS LEARNING DISORDER" ; +label variable ER23213 "H30L # WKS LEARNING DISORDER" ; +label variable ER23214 "H30L # YRS LEARNING DISORDER" ; +label variable ER23215 "H31L LIMIT DAILY ACTIVITY" ; +label variable ER23216 "H32 WTR HOSPITALIZED IN 2002" ; +label variable ER23217 "H32A # NIGHTS HOSPITALIZED" ; +label variable ER23218 "H32A # WEEKS HOSPITALIZED" ; +label variable ER23219 "H33A WTR PROBLEM BATHING" ; +label variable ER23220 "H34A WTR SOMEONE HELPS" ; +label variable ER23221 "H33B WTR PROBLEM DRESSING" ; +label variable ER23222 "H34B WTR SOMEONE HELPS" ; +label variable ER23223 "H33 WTR PROBLEM EATING" ; +label variable ER23224 "H34C WTR SOMEONE HELPS" ; +label variable ER23225 "H33D WTR PROB GETTING IN/OUT BED/CHAIR" ; +label variable ER23226 "H34D WTR SOMEONE HELPS" ; +label variable ER23227 "H33E WTR PROBLEM WALKING" ; +label variable ER23228 "H34E WTR SOMEONE HELPS" ; +label variable ER23229 "H33F WTR PROBLEM GETTING OUTSIDE" ; +label variable ER23230 "H34F WTR SOMEONE HELPS" ; +label variable ER23231 "H33G WTR PROBLEM USE/GET TO TOILET" ; +label variable ER23232 "H34G WTR SOMEONE HELPS" ; +label variable ER23233 "H35A WTR DIFFICULT PREPARE MEALS" ; +label variable ER23234 "H35B HEALTH/PHYSICAL PROBLEM?" ; +label variable ER23235 "H35C WTR DIFFICULT SHOPPING" ; +label variable ER23236 "H35D HEALTH/PHYSICAL PROBLEM?" ; +label variable ER23237 "H35E WTR DIFFICULT MANAGE MONEY" ; +label variable ER23238 "H35F HEALTH/PHYSICAL PROBLEM?" ; +label variable ER23239 "H35G WTR TELEPHONE DIFFICULT" ; +label variable ER23240 "H35H HEALTH/PHYSICAL PROBLEM?" ; +label variable ER23241 "H35J WTR HEAVY HSWRK DIFFICULT" ; +label variable ER23242 "H35K HEALTH/PHYSICAL PROBLEM?" ; +label variable ER23243 "H35L WTR LIGHT HSWRK DIFFICULT" ; +label variable ER23244 "H35M HEALTH/PHYSCIAL PROBLEM?" ; +label variable ER23245 "H35 FREQ OF LIGHT PHYSICAL ACTIVITY" ; +label variable ER23246 "H35 LIGHT PHYSICAL ACTIVITY PER" ; +label variable ER23247 "H36 FREQ OF HEAVY PHYSICAL ACTIVITY" ; +label variable ER23248 "H36 HEAVY PHYSICAL ACTIVITY PER" ; +label variable ER23249 "H36B RUSHED/PRESSED FOR TIME" ; +label variable ER23250 "H37 WTR SMOKE CIGARETTES" ; +label variable ER23251 "H38 # CIGARETTES PER DAY" ; +label variable ER23252 "H39 AGE WHEN FIRST SMOKED" ; +label variable ER23253 "H40 WTR EVER SMOKED CIGARETTES" ; +label variable ER23254 "H41 # CIGARETTES PER DAY" ; +label variable ER23255 "H42 AGE LAST SMOKED REGULARLY" ; +label variable ER23256 "H43 AGE FIRST SMOKED REGULARLY" ; +label variable ER23257 "H44 WTR DRINK ALCOHOL" ; +label variable ER23258 "H45 # ALCOHOLIC DRINKS PER DAY" ; +label variable ER23259 "H46 WEIGHT" ; +label variable ER23260 "H47 HEIGHT-FEET" ; +label variable ER23261 "H47 HEIGHT-INCHES" ; +label variable ER23262 "H59A SADNESS IN PAST 30 DAYS" ; +label variable ER23263 "H59B NERVOUS IN PAST 30 DAYS" ; +label variable ER23264 "H59C RESTLESS IN PAST 30 DAYS" ; +label variable ER23265 "H59D HOPELESS IN PAST 30 DAYS" ; +label variable ER23266 "H59E EVERYTHING EFFORT IN PAST 30 DAYS" ; +label variable ER23267 "H59F WORTHLESS IN PAST 30 DAYS" ; +label variable ER23268 "K-6 NON-SPEC PSYCHOL DISTRESS SCALE" ; +label variable ER23269 "H59G MORE/LESS OFTEN THAN USUAL" ; +label variable ER23270 "H59H LOT/SOMEWHAT/LITTLE MORE THAN USUAL" ; +label variable ER23271 "H59I LOT/SOMEWHAT/LITTLE LESS THAN USUAL" ; +label variable ER23272 "H59J HOW MUCH FEELINGS INTERFERE W/LIFE" ; +label variable ER23273 "H59K NUMBER OF DAYS UNABLE TO WORK" ; +label variable ER23274 "H59L NUMBER OF DAYS REDUCED WORK" ; +label variable ER23275 "H59M SAD MOST OF DAY 2 WKS OR MORE" ; +label variable ER23276 "H59N LOSS OF INTEREST 2 WKS OR MORE" ; +label variable ER23277 "H60 WTR FU MEMBER W/HLTH INS LAST 2 YRS" ; +label variable ER23278 "H63 TOTAL PAID FOR HLTH INS LAST 2 YRS" ; +label variable ER23279 "H64 TOTAL HOSPITAL/NURSNG HOME EXPENSES" ; +label variable ER23280 "H65 WTR TOTAL EXPENSE GE 10,000" ; +label variable ER23281 "H66 WTR TOTAL EXPENSE GE 20,000" ; +label variable ER23282 "H67 WTR TOTAL EXPENSE GE 50,000" ; +label variable ER23283 "H68 WTR TOTAL EXPENSE GE 5,000" ; +label variable ER23284 "H69 WTR TOTAL EXPENSE GE 500" ; +label variable ER23285 "H70 TOT DR/OUTPT SURGRY/DENTAL EXPENSES" ; +label variable ER23286 "H71 WTR TOTAL EXPENSE GE 1,000" ; +label variable ER23287 "H72 WTR TOTAL EXPENSE GE 5,000" ; +label variable ER23288 "H73 WTR TOTAL EXPENSE GE 20,000" ; +label variable ER23289 "H74 WTR TOTAL EXPENSE GE 500" ; +label variable ER23290 "H75 WTR TOTAL EXPENSE GE 200" ; +label variable ER23291 "H76 TOTAL PRESCRIPTN/OTR SVCS EXPENSES" ; +label variable ER23292 "H77 WTR TOTAL EXPENSE GE 5,000" ; +label variable ER23293 "H78 WTR TOTAL EXPENSE GE 10,000" ; +label variable ER23294 "H79 WTR TOTAL EXPENSE GE 20,000" ; +label variable ER23295 "H80 WTR TOTAL EXPENSE GE 1,000" ; +label variable ER23296 "H81 WTR TOTAL EXPENSE GE 500" ; +label variable ER23297 "H82 TOTAL COST ALL MEDICAL CARE" ; +label variable ER23298 "H83 WTR TOTAL COST GE 25,000" ; +label variable ER23299 "H84 WTR TOTAL COST GE 100,000" ; +label variable ER23300 "H85 WTR TOTAL COST GE 500,000" ; +label variable ER23301 "H86 WTR TOTAL COST GE 5,000" ; +label variable ER23302 "H87 WTR TOTAL COST GE 1,000" ; +label variable ER23303 "K1 CKPT: WTR WIFE" ; +label variable ER23304 "K2/67 ST FATHER BORN-WF" ; +label variable ER23305 "K3/68 ST FTH GREW UP-WF" ; +label variable ER23306 "K4/69 FTH EDUC IN US-WF" ; +label variable ER23307 "K5/70 EDUC OF FTHR US-WF" ; +label variable ER23308 "K6/71 FTHR READ/WRITE-WF" ; +label variable ER23309 "K7/72 CKPT FTH ED OUT US" ; +label variable ER23310 "K8/73 YRS ED FTHR OUT US" ; +label variable ER23311 "K10-10A OCCUPATION OF FATHER" ; +label variable ER23312 "K11 INDUSTRY OF FATHER" ; +label variable ER23313 "K12/77 ST MOTHER BORN-WF" ; +label variable ER23314 "K13/78 ST MTHR GREW UP-W" ; +label variable ER23315 "K14/79 MTHR EDUC IN US-W" ; +label variable ER23316 "K15/80 ED OF MTH IN US-W" ; +label variable ER23317 "K16/81 MTH READ/WRITE-WF" ; +label variable ER23318 "K17/82 CKP MTH ED OUT US" ; +label variable ER23319 "K18/83 YRS ED MTH OUT" ; +label variable ER23320 "K20-20A OCCUPATION OF MOTHER" ; +label variable ER23321 "K21 INDUSTRY OF MOTHER" ; +label variable ER23322 "K22 WHETHER BROTHERS WF" ; +label variable ER23323 "K23 # BROTHERS WIFE" ; +label variable ER23324 "K24 ONLY BRO STILL ALIVE" ; +label variable ER23325 "K25 ONLY BRO OLDR THAN W" ; +label variable ER23326 "K26 # BRO STILL ALIVE" ; +label variable ER23327 "K27 ANY BRO OLDR THAN WF" ; +label variable ER23328 "K28 WHETHER SISTERS WF" ; +label variable ER23329 "K29 # SISTERS WIFE" ; +label variable ER23330 "K30 ONLY SIS STILL ALIVE" ; +label variable ER23331 "K31 ONLY SIS OLDR THAN W" ; +label variable ER23332 "K32 # SIS STILL ALIVE WF" ; +label variable ER23333 "K33 ANY SIS OLDR THAN WF" ; +label variable ER23334 "K34/87 RACE OF WIFE 1" ; +label variable ER23335 "K34/87 RACE OF WIFE 2" ; +label variable ER23336 "K34/87 RACE OF WIFE 3" ; +label variable ER23337 "K34/87 RACE OF WIFE 4" ; +label variable ER23338 "K34A PRIMARY ETHNIC GROUP" ; +label variable ER23339 "K34A 2ND PRIMARY ETHNIC GROUP MEN 1" ; +label variable ER23340 "K34A 2ND PRIMARY ETHNIC GROUP MEN 2" ; +label variable ER23341 "K35 WTR IN MILIT SERV WF" ; +label variable ER23342 "K36 WTR WIFE EDUC IN US" ; +label variable ER23343 "K37 WTR GRADUATED HS WF" ; +label variable ER23344 "K38 MO GRADUATED HS WF" ; +label variable ER23345 "K38 YR GRADUATED HS WF" ; +label variable ER23346 "K39 GRADE LEVEL IF GED-W" ; +label variable ER23347 "K40 MO LAST IN SCH-GED-W" ; +label variable ER23348 "K40 YR LAST IN SCH GED-W" ; +label variable ER23349 "K41 MO RECEIVED GED-WF" ; +label variable ER23350 "K41 YR RECEIVED GED-WF" ; +label variable ER23351 "K42 GRD OF SCH FINISH-W" ; +label variable ER23352 "K43 MO LAST IN SCH-WF" ; +label variable ER23353 "K43 YR LAST IN SCH-WF" ; +label variable ER23354 "K44 WTR ATTEND COLLEGE" ; +label variable ER23355 "K45 MO LAST ATTEND COLL" ; +label variable ER23356 "K45 YR LAST ATTEND COLL" ; +label variable ER23357 "K46 HGHST YR COLL COMP" ; +label variable ER23358 "K47 WTR RECD COLL DEG-W" ; +label variable ER23359 "K48 HGHST COLL DEG REC-W" ; +label variable ER23360 "K51 MO RECD COLL DEG-W" ; +label variable ER23361 "K51 YR RECD COLL DEG-W" ; +label variable ER23362 "K53/90 YRS SCHL OUT US" ; +label variable ER23363 "K55 WTR REC OTR DEG/CER" ; +label variable ER23364 "K56 TYPE OTR DEG/CERT 1" ; +label variable ER23365 "K57 FIELD OTR DEG/CERT 1" ; +label variable ER23366 "K58 INST/ORG DEG/CERT 1" ; +label variable ER23367 "K59 MO RECD DEG/CERT 1" ; +label variable ER23368 "K59 YR RECD DEG/CERT 1" ; +label variable ER23369 "K60 OTHER TRAINING 1" ; +label variable ER23370 "K56 TYPE OTR DEG/CERT 2" ; +label variable ER23371 "K57 FIELD OTR DEG/CERT 2" ; +label variable ER23372 "K58 INST/ORG DEG/CERT 2" ; +label variable ER23373 "K59 MO RECD DEG/CERT 2" ; +label variable ER23374 "K59 YR RECD DEG/CERT 2" ; +label variable ER23375 "K60 OTHER TRAINING 2" ; +label variable ER23376 "K56 TYPE OTR DEG/CERT 3" ; +label variable ER23377 "K57 FIELD OTR DEG/CERT 3" ; +label variable ER23378 "K58 INST/ORG DEG/CERT 3" ; +label variable ER23379 "K59 MO RECD DEG/CERT 3" ; +label variable ER23380 "K59 YR RECD DEG/CERT 3" ; +label variable ER23381 "K60 OTHER TRAINING 3" ; +label variable ER23382 "K61 RELIGIOUS PREF-WF" ; +label variable ER23383 "K62 RELIG DENOMINTN-WF" ; +label variable ER23384 "K63 #YRS WRKD SINCE 18-W" ; +label variable ER23385 "K64 #YR WRKED FULLTIME-W" ; +label variable ER23386 "K65-65A OCCUPATION 1ST FULL-TIME JOB" ; +label variable ER23387 "K66 INDUSTRY 1ST FULL-TIME JOB" ; +label variable ER23388 "L1 CKPT: WTR NEW HEAD" ; +label variable ER23389 "L2/75 ST FATHER BORN-HD" ; +label variable ER23390 "L3/76 ST FTH GREW UP-HD" ; +label variable ER23391 "L4/77 FTH EDUC IN US-HD" ; +label variable ER23392 "L5/78 EDUC OF FTHR US-HD" ; +label variable ER23393 "L6/79 FTHR READ/WRITE-HD" ; +label variable ER23394 "L7/80 CKPT FTH ED OUT US" ; +label variable ER23395 "L8/81 YRS ED FTHR OUT US" ; +label variable ER23396 "L10-10A OCCUPATION OF FATHER" ; +label variable ER23397 "L11 INDUSTRY OF FATHER" ; +label variable ER23398 "L12/85 ST MOTHER BORN-HD" ; +label variable ER23399 "L13/86 ST MTHR GREW UP-H" ; +label variable ER23400 "L14/87 MTHR EDUC IN US-H" ; +label variable ER23401 "L15/88 ED OF MTH IN US-H" ; +label variable ER23402 "L16/89 MTH READ/WRITE-HD" ; +label variable ER23403 "L17/90 CKP MTH ED OUT US" ; +label variable ER23404 "L18/91 YRS ED MTH OUT" ; +label variable ER23405 "L20-20A OCCUPATION OF MOTHER" ; +label variable ER23406 "L21 INDUSTRY OF MOTHER" ; +label variable ER23407 "L22 WHETHER BROTHERS HD" ; +label variable ER23408 "L23 # BROTHERS HEAD" ; +label variable ER23409 "L24 ONLY BRO STILL ALIVE" ; +label variable ER23410 "L25 ONLY BRO OLDR THAN H" ; +label variable ER23411 "L26 # BRO STILL ALIVE" ; +label variable ER23412 "L27 ANY BRO OLDR THAN HD" ; +label variable ER23413 "L28 WHETHER SISTERS HD" ; +label variable ER23414 "L29 # SISTERS HEAD" ; +label variable ER23415 "L30 ONLY SIS STILL ALIVE" ; +label variable ER23416 "L31 ONLY SIS OLDR THAN H" ; +label variable ER23417 "L32 # SIS STILL ALIVE HD" ; +label variable ER23418 "L33 ANY SIS OLDR THAN HD" ; +label variable ER23419 "L34 GREW UP FARM OR? HD" ; +label variable ER23420 "L34A STATE HD GREW UP" ; +label variable ER23421 "L35 EVER LIVE OTHER ST" ; +label variable ER23422 "L36 EVER MOVE FOR JOB?" ; +label variable ER23423 "L37 NOT MOVED FOR JOB?" ; +label variable ER23424 "L38 PARENTS POOR OR? HD" ; +label variable ER23425 "L39 LIVE W/BOTH PARENTS" ; +label variable ER23426 "L40/95 RACE OF HEAD 1" ; +label variable ER23427 "L40/95 RACE OF HEAD 2" ; +label variable ER23428 "L40/95 RACE OF HEAD 3" ; +label variable ER23429 "L40/95 RACE OF HEAD 4" ; +label variable ER23430 "L41 PRIMARY ETHNIC GROUP" ; +label variable ER23431 "L41 2ND PRIMARY ETHNIC GROUP MEN 1" ; +label variable ER23432 "L41 2ND PRIMARY ETHNIC GROUP MEN 2" ; +label variable ER23433 "L42 WTR IN MILIT SERV-HD" ; +label variable ER23434 "L43 WTR HEAD EDUC IN US" ; +label variable ER23435 "L44 WTR GRADUATED HS HD" ; +label variable ER23436 "L45 MO GRADUATED HS HD" ; +label variable ER23437 "L45 YR GRADUATED HS HD" ; +label variable ER23438 "L46 GRADE LEVEL IF GED-H" ; +label variable ER23439 "L47 MO LAST IN SCH-GED-H" ; +label variable ER23440 "L47 YR LAST IN SCH GED-H" ; +label variable ER23441 "L48 MO RECEIVED GED-HD" ; +label variable ER23442 "L48 YR RECEIVED GED-HD" ; +label variable ER23443 "L49 GRD OF SCH FINISH-HD" ; +label variable ER23444 "L50 MO LAST IN SCHL-HD" ; +label variable ER23445 "L50 YR LAST IN SCHL-HD" ; +label variable ER23446 "L51 WTR ATTEND COLLEGE" ; +label variable ER23447 "L52 MO LAST ATTEND COLL" ; +label variable ER23448 "L52 YR LAST ATTEND COLL" ; +label variable ER23449 "L53 HGHST YR COLL COMP" ; +label variable ER23450 "L54 WTR RECD COLL DEG-HD" ; +label variable ER23451 "L55 HGHST COLL DEG REC-H" ; +label variable ER23452 "L58 MO RECD COLL DEG-HD" ; +label variable ER23453 "L58 YR RECD COLL DEG-HD" ; +label variable ER23454 "L60/98 YRS SCHL OUT US" ; +label variable ER23455 "L62 WTR REC OTR DEG/CER" ; +label variable ER23456 "L63 TYPE OTR DEG/CERT 1" ; +label variable ER23457 "L64 FIELD OTR DEG/CERT 1" ; +label variable ER23458 "L65 INST/ORG DEG/CERT 1" ; +label variable ER23459 "L66 MO RECD DEG/CERT 1" ; +label variable ER23460 "L66 YR RECD DEG/CERT 1" ; +label variable ER23461 "L67 OTHER TRAINING 1" ; +label variable ER23462 "L63 TYPE OTR DEG/CERT 2" ; +label variable ER23463 "L64 FIELD OTR DEG/CERT 2" ; +label variable ER23464 "L65 INST/ORG DEG/CERT 2" ; +label variable ER23465 "L66 MO RECD DEG/CERT 2" ; +label variable ER23466 "L66 YR RECD DEG/CERT 2" ; +label variable ER23467 "L67 OTHER TRAINING 2" ; +label variable ER23468 "L63 TYPE OTR DEG/CERT 3" ; +label variable ER23469 "L64 FIELD OTR DEG/CERT 3" ; +label variable ER23470 "L65 INST/ORG DEG/CERT 3" ; +label variable ER23471 "L66 MO RECD DEG/CERT 3" ; +label variable ER23472 "L66 YR RECD DEG/CERT 3" ; +label variable ER23473 "L67 OTHER TRAINING 3" ; +label variable ER23474 "L68 RELIGIOUS PREF-HD" ; +label variable ER23475 "L69 RELIG DENOMINTN-HD" ; +label variable ER23476 "L70 #YRS WRKD SINCE 18-H" ; +label variable ER23477 "L71 #YR WRKED FULLTIME-H" ; +label variable ER23478 "L72-72A OCCUPATION 1ST FULL-TIME JOB" ; +label variable ER23479 "L73 INDUSTRY 1ST FULL-TIME JOB" ; +label variable ER23480 "L74 # DIFF JOBS OR? HD" ; +label variable ER23481 "M1 WTR DONATION>25 TO CHARITY LAST YEAR" ; +label variable ER23482 "M2 WTR DONATED TO RELIGIOUS ORGANIZATION" ; +label variable ER23483 "M2A DOLLAR AMT OF RELIGIOUS DONATIONS" ; +label variable ER23484 "M2B WTR RELIGIOUS DONATIONS GE 300" ; +label variable ER23485 "M2C WTR RELIGIOUS DONATIONS GE 1,000" ; +label variable ER23486 "M2D WTR RELIGIOUS DONATIONS GE 2,500" ; +label variable ER23487 "M2E WTR RELIGIOUS DONATIONS GE 100" ; +label variable ER23488 "M3 WTR DONATD TO COMBO PURPOSE ORGANIZTN" ; +label variable ER23489 "M3A DOLLAR AMT OF COMBO DONATIONS" ; +label variable ER23490 "M3B WTR COMBO DONATIONS GE 200" ; +label variable ER23491 "M3C WTR COMBO DONATIONS GE 500" ; +label variable ER23492 "M3D WTR COMBO DONATIONS GE 1,000" ; +label variable ER23493 "M3E WTR COMBO DONATIONS GE 100" ; +label variable ER23494 "M4 WTR DONATED TO ORGANIZATION FOR NEEDY" ; +label variable ER23495 "M4A DOLLAR AMT OF NEEDY DONATIONS" ; +label variable ER23496 "M4B WTR NEEDY DONATIONS GE 200" ; +label variable ER23497 "M4C WTR NEEDY DONATIONS GE 500" ; +label variable ER23498 "M4D WTR NEEDY DONATIONS GE 1,000" ; +label variable ER23499 "M4E WTR NEEDY DONATIONS GE 100" ; +label variable ER23500 "M5 WTR DONATED TO ORGANIZATN FOR HEALTH" ; +label variable ER23501 "M5A DOLLAR AMT OF HEALTH DONATIONS" ; +label variable ER23502 "M5B WTR HEALTH DONATIONS GE 200" ; +label variable ER23503 "M5C WTR HEALTH DONATIONS GE 500" ; +label variable ER23504 "M5D WTR HEALTH DONATIONS GE 1,000" ; +label variable ER23505 "M5E WTR HEALTH DONATIONS GE 100" ; +label variable ER23506 "M6 WTR DONATED TO ORGANZTION FOR EDUCATN" ; +label variable ER23507 "M6A DOLLAR AMT OF EDUCATION DONATIONS" ; +label variable ER23508 "M6B WTR EDUCATION DONATIONS GE 200" ; +label variable ER23509 "M6C WTR EDUCATION DONATIONS GE 500" ; +label variable ER23510 "M6D WTR EDUCATION DONATIONS GE 1,000" ; +label variable ER23511 "M6E WTR EDUCATION DONATIONS GE 100" ; +label variable ER23512 "M7 WTR DONATED TO YOUTH ORGANIZATIONS" ; +label variable ER23513 "M7A DOLLAR AMT OF YOUTH ORG DONATIONS" ; +label variable ER23514 "M7B WTR YOUTH ORG DONATIONS GE 200" ; +label variable ER23515 "M7C WTR YOUTH ORG DONATIONS GE 500" ; +label variable ER23516 "M7D WTR YOUTH ORG DONATIONS GE 1,000" ; +label variable ER23517 "M7E WTR YOUTH ORG DONATIONS GE 100" ; +label variable ER23518 "M8 WTR DONATED TO CULTURAL ORGS" ; +label variable ER23519 "M8A DOLLAR AMT OF CULTURAL DONATIONS" ; +label variable ER23520 "M8B WTR CULTURAL DONATIONS GE 200" ; +label variable ER23521 "M8C WTR CULTURAL DONATIONS GE 500" ; +label variable ER23522 "M8D WTR CULTURAL DONATIONS GE 1,000" ; +label variable ER23523 "M8E WTR CULTURAL DONATIONS GE 100" ; +label variable ER23524 "M9 WTR DONATED TO COMMUNITY ORGS" ; +label variable ER23525 "M9A DOLLAR AMT OF COMMUNITY DONATIONS" ; +label variable ER23526 "M9B WTR COMMUNITY DONATIONS GE 200" ; +label variable ER23527 "M9C WTR COMMUNITY DONATIONS GE 500" ; +label variable ER23528 "M9D WTR COMMUNITY DONATIONS GE 1,000" ; +label variable ER23529 "M9E WTR COMMUNITY DONATIONS GE 100" ; +label variable ER23530 "M10 WTR DONATED TO ENVIRONMENT ORGS" ; +label variable ER23531 "M10A DOLLAR AMT OF ENVIRONMENT DONATION" ; +label variable ER23532 "M10B WTR ENVIRONMENT DONATIONS GE 200" ; +label variable ER23533 "M10C WTR ENVIRONMENT DONATIONS GE 500" ; +label variable ER23534 "M10D WTR ENVIRONMENT DONATIONS GE 1,000" ; +label variable ER23535 "M10E WTR ENVIRONMENT DONATIONS GE 100" ; +label variable ER23536 "M11 WTR DONATED TO INTERNATL/PEACE ORG" ; +label variable ER23537 "M11A DOLLAR AMT OF INTERNATL/PEACE DNTN" ; +label variable ER23538 "M11B WTR INTERNATL/PEACE DNTNS GE 200" ; +label variable ER23539 "M11C WTR INTERNATL/PEACE DNTNS GE 500" ; +label variable ER23540 "M11D WTR INTERNATL/PEACE DNTNS GE 1,000" ; +label variable ER23541 "M11E WTR INTERNATL/PEACE DNTNS GE 100" ; +label variable ER23542 "M12 WTR DONATED TO OTHER ORGANIZATIONS" ; +label variable ER23542A "�M12 TYPE ORGANIZATION DONATED TO" ; +label variable ER23543 "M12B DOLLAR AMT OF OTHER DONATIONS" ; +label variable ER23544 "M12C WTR OTHER DONATIONS GE 200" ; +label variable ER23545 "M12D WTR OTHER DONATIONS GE 500" ; +label variable ER23546 "M12E WTR OTHER DONATIONS GE 1,000" ; +label variable ER23547 "M12F WTR OTHER DONATIONS GE 100" ; +label variable ER23548 "M13A WHO DECIDED CHARITABLE SUPPORT" ; +label variable ER23549 "M13B AQSN OF MAJOR DECISION MAKER" ; +label variable ER23550 "M14 WTR HEAD VOLUNTEERED PAST MONTH" ; +label variable ER23551 "M14A WTR HEAD VOLUNTEERED LAST YEAR" ; +label variable ER23552 "M14B WTR HD/WF VOLUNTEERED PAST MONTH" ; +label variable ER23553 "M14C WTR HD/WF VOLUNTEERED LAST YR" ; +label variable ER23554 "M15A HOW OFTEN HD RELIG VLNTEER LAST YR" ; +label variable ER23555 "M15A HOW OFTEN HD RELIG VOLUNTEER PER" ; +label variable ER23556 "M15C HD NAME FOR PLACE OF WORSHIP" ; +label variable ER23557 "M15D HD HOURS VOLUNTEER EACH TIME" ; +label variable ER23558 "M15D HD MINUTES VOLUNTEER EACH TIME" ; +label variable ER23559 "M15E HD ANNUAL HRS RELIG VOLUNTEER" ; +label variable ER23560 "M15F WTR HD MORE/FEWER HRS THAN M15E" ; +label variable ER23561 "M15G HD ESTIMATE RELIG VLNTEER ANN HRS" ; +label variable ER23562 "M15H WTR M15G INCLUDES EXTRA VOLUNTEER" ; +label variable ER23563 "M15I ANN HRS REGULAR VLNTEER+EXTRA" ; +label variable ER23564 "M18A HOW OFTEN WF RELIG VLNTEER LAST YR" ; +label variable ER23565 "M18A HOW OFTEN WF RELIG VOLUNTEER PER" ; +label variable ER23566 "M18C WF NAME FOR PLACE OF WORSHIP" ; +label variable ER23567 "M18D WF HOURS VOLUNTEER EACH TIME" ; +label variable ER23568 "M18D WF MINUTES VOLUNTEER EACH TIME" ; +label variable ER23569 "M18E WF ANNUAL HRS RELIG VOLUNTEER" ; +label variable ER23570 "M18F WTR WF MORE/FEWER HRS THAN M18E" ; +label variable ER23571 "M18G WF ESTIMATE RELIG VLNTEER ANN HRS" ; +label variable ER23572 "M18H WTR M18G INCLUDES EXTRA VOLUNTEER" ; +label variable ER23573 "M18I ANN HRS REGULAR VLNTEER+EXTRA" ; +label variable ER23574 "M21A HOW OFTEN HD YOUTH VLNTEER LAST YR" ; +label variable ER23575 "M21A HOW OFTEN HD YOUTH VOLUNTEER PER" ; +label variable ER23576 "M21C HD HOURS VOLUNTEER EACH TIME" ; +label variable ER23577 "M21C HD MINUTES VOLUNTEER EACH TIME" ; +label variable ER23578 "M21D HD ANNUAL HRS YOUTH VOLUNTEER" ; +label variable ER23579 "M21E WTR HD MORE/FEWER HRS THAN M21D" ; +label variable ER23580 "M21F HD ESTIMATE YOUTH VLNTEER ANN HRS" ; +label variable ER23581 "M21G WTR M21F INCLUDES EXTRA VOLUNTEER" ; +label variable ER23582 "M21H ANN HRS REGULAR VLNTEER+EXTRA" ; +label variable ER23583 "M23A HOW OFTEN WF YOUTH VLNTEER LAST YR" ; +label variable ER23584 "M23A HOW OFTEN WF YOUTH VOLUNTEER PER" ; +label variable ER23585 "M23C WF HOURS VOLUNTEER EACH TIME" ; +label variable ER23586 "M23C WF MINUTES VOLUNTEER EACH TIME" ; +label variable ER23587 "M23D WF ANNUAL HRS YOUTH VOLUNTEER" ; +label variable ER23588 "M23E WTR WF MORE/FEWER HRS THAN M23D" ; +label variable ER23589 "M23F HD ESTIMATE YOUTH VLNTEER ANN HRS" ; +label variable ER23590 "M23G WTR M23F INCLUDES EXTRA VOLUNTEER" ; +label variable ER23591 "M23H ANN HRS REGULAR VLNTEER+EXTRA" ; +label variable ER23592 "M25A HOW OFTEN HD SENIOR VLNTEER LAST YR" ; +label variable ER23593 "M25A HOW OFTEN HD SENIOR VOLUNTEER PER" ; +label variable ER23594 "M25C HD HOURS VOLUNTEER EACH TIME" ; +label variable ER23595 "M25C HD MINUTES VOLUNTEER EACH TIME" ; +label variable ER23596 "M25D HD ANNUAL HRS SENIOR VOLUNTEER" ; +label variable ER23597 "M25E WTR HD MORE/FEWER HRS THAN M25D" ; +label variable ER23598 "M25F HD ESTIMATE SENIOR VLNTEER ANN HRS" ; +label variable ER23599 "M25G WTR M25F INCLUDES EXTRA VOLUNTEER" ; +label variable ER23600 "M25H ANN HRS REGULAR VLNTEER+EXTRA" ; +label variable ER23601 "M27A HOW OFTEN WF SENIOR VLNTEER LAST YR" ; +label variable ER23602 "M27A HOW OFTEN WF SENIOR VOLUNTEER PER" ; +label variable ER23603 "M27C WF HOURS VOLUNTEER EACH TIME" ; +label variable ER23604 "M27C WF MINUTES VOLUNTEER EACH TIME" ; +label variable ER23605 "M27D WF ANNUAL HRS SENIOR VOLUNTEER" ; +label variable ER23606 "M27E WTR WF MORE/FEWER HRS THAN M27D" ; +label variable ER23607 "M27F WF ESTIMATE SENIOR VLNTEER ANN HRS" ; +label variable ER23608 "M27G WTR M27F INCLUDES EXTRA VOLUNTEER" ; +label variable ER23609 "M27H ANN HRS REGULAR VLNTEER+EXTRA" ; +label variable ER23610 "M29A HOW OFTEN HD HEALTH VLNTEER LAST YR" ; +label variable ER23611 "M29A HOW OFTEN HD HEALTH VOLUNTEER PER" ; +label variable ER23612 "M29C HD HOURS VOLUNTEER EACH TIME" ; +label variable ER23613 "M29C HD MINUTES VOLUNTEER EACH TIME" ; +label variable ER23614 "M29D HD ANNUAL HRS HEALTH VOLUNTEER" ; +label variable ER23615 "M29E WTR HD MORE/FEWER HRS THAN M29D" ; +label variable ER23616 "M29F HD ESTIMATE HEALTH VLNTEER ANN HRS" ; +label variable ER23617 "M29G WTR M29F INCLUDES EXTRA VOLUNTEER" ; +label variable ER23618 "M29H ANN HRS REGULAR VLNTEER+EXTRA" ; +label variable ER23619 "M31A HOW OFTEN WF HEALTH VLNTEER LAST YR" ; +label variable ER23620 "M31A HOW OFTEN WF HEALTH VOLUNTEER PER" ; +label variable ER23621 "M31C WF HOURS VOLUNTEER EACH TIME" ; +label variable ER23622 "M31C WF MINUTES VOLUNTEER EACH TIME" ; +label variable ER23623 "M31D WF ANNUAL HRS HEALTH VOLUNTEER" ; +label variable ER23624 "M31E WTR WF MORE/FEWER HRS THAN M31D" ; +label variable ER23625 "M31F WF ESTIMATE HEALTH VLNTEER ANN HRS" ; +label variable ER23626 "M31G WTR M31F INCLUDES EXTRA VOLUNTEER" ; +label variable ER23627 "M31H ANN HRS REGULAR VLNTEER+EXTRA" ; +label variable ER23628 "M33A HOW OFTEN HD VLNTEER NEEDY LAST YR" ; +label variable ER23629 "M33A HOW OFTEN HD VOLUNTEER NEEDY PER" ; +label variable ER23630 "M33C HD HOURS VOLUNTEER EACH TIME" ; +label variable ER23631 "M33C HD MINUTES VOLUNTEER EACH TIME" ; +label variable ER23632 "M33D HD ANNUAL HRS VOLUNTEER FOR NEEDY" ; +label variable ER23633 "M33E WTR HD MORE/FEWER HRS THAN M33D" ; +label variable ER23634 "M33F HD ESTIMATE VLNTEER NEEDY ANN HRS" ; +label variable ER23635 "M33G WTR M33F INCLUDES EXTRA VOLUNTEER" ; +label variable ER23636 "M33H ANN HRS REGULAR VLNTEER+EXTRA" ; +label variable ER23637 "M35A HOW OFTEN WF VLNTEER NEEDY LAST YR" ; +label variable ER23638 "M35A HOW OFTEN WF VOLUNTEER NEEDY PER" ; +label variable ER23639 "M35C WF HOURS VOLUNTEER EACH TIME" ; +label variable ER23640 "M35C WF MINUTES VOLUNTEER EACH TIME" ; +label variable ER23641 "M35D WF ANNUAL HRS VOLUNTEER FOR NEEDY" ; +label variable ER23642 "M35E WTR WF MORE/FEWER HRS THAN M35D" ; +label variable ER23643 "M35F WF ESTIMATE VLNTEER NEEDY ANN HRS" ; +label variable ER23644 "M35G WTR M35F INCLUDES EXTRA VOLUNTEER" ; +label variable ER23645 "M35H ANN HRS REGULAR VLNTEER+EXTRA" ; +label variable ER23646 "M37A HOW OFTEN HD VLNTEER CHANGE LST YR" ; +label variable ER23647 "M37A HOW OFTEN HD VOLUNTEER CHANGE PER" ; +label variable ER23648 "M37C HD HOURS VOLUNTEER EACH TIME" ; +label variable ER23649 "M37C HD MINUTES VOLUNTEER EACH TIME" ; +label variable ER23650 "M37D HD ANNUAL HRS VLNTEER FOR CHANGE" ; +label variable ER23651 "M37E WTR HD MORE/FEWER HRS THAN M37D" ; +label variable ER23652 "M37F HD ESTIMATE VLNTEER CHANGE ANN HRS" ; +label variable ER23653 "M37G WTR M37F INCLUDES EXTRA VOLUNTEER" ; +label variable ER23654 "M37H ANN HRS REGULAR VLNTEER+EXTRA" ; +label variable ER23655 "M39A HOW OFTEN WF VLNTEER CHANGE LST YR" ; +label variable ER23656 "M39A HOW OFTEN WF VOLUNTEER CHANGE PER" ; +label variable ER23657 "M39C WF HOURS VOLUNTEER EACH TIME" ; +label variable ER23658 "M39C WF MINUTES VOLUNTEER EACH TIME" ; +label variable ER23659 "M39D WF ANNUAL HRS VLNTEER FOR CHANGE" ; +label variable ER23660 "M39E WTR WF MORE/FEWER HRS THAN M39D" ; +label variable ER23661 "M39F WF ESTIMATE VLNTEER CHANGE ANN HRS" ; +label variable ER23662 "M39G WTR M39F INCLUDES EXTRA VOLUNTEER" ; +label variable ER23663 "M39H ANN HRS REGULAR VLNTEER+EXTRA" ; +label variable ER23664 "M41 WTR HD OTHER VLNTEER LAST YR" ; +label variable ER23664A "�M41 TYPE ORG HD VLNTEER LAST YR" ; +label variable ER23665 "M41B HOW OFTEN HD OTHER VLNTEER" ; +label variable ER23666 "M41B HOW OFTEN HD OTHER VLNTEER PER" ; +label variable ER23667 "M41C HD HOURS VOLUNTEER EACH TIME" ; +label variable ER23668 "M41C HD MINUTES VOLUNTEER EACH TIME" ; +label variable ER23669 "M41D HD ANNURAL HRS OTHER VOLUNTEER" ; +label variable ER23670 "M41E WTR HD MORE/FEWER HRS THAN M41D" ; +label variable ER23671 "M41F HD ESTIMATE OTHER VLNTEER ANN HRS" ; +label variable ER23672 "M41G WTR M41F INCLUDES EXTRA VOLUNTEER" ; +label variable ER23673 "M41H ANN HRS REGULAR VLNTEER+EXTRA" ; +label variable ER23674 "M43 WTR WF OTHER VLNTEER LAST YR" ; +label variable ER23674A "M43 TYPE ORG WF VLNTEER LAST YR" ; +label variable ER23675 "M43B HOW OFTEN WF OTHER VLNTEER" ; +label variable ER23676 "M43B HOW OFTEN WF OTHER VLNTEER PER" ; +label variable ER23677 "M43C WF HOURS VOLUNTEER EACH TIME" ; +label variable ER23678 "M43C WF MINUTES VOLUNTEER EACH TIME" ; +label variable ER23679 "M43D WF ANNURAL HRS OTHER VOLUNTEER" ; +label variable ER23680 "M43E WTR WF MORE/FEWER HRS THAN M43D" ; +label variable ER23681 "M43F WF ESTIMATE OTHER VLNTEER ANN HRS" ; +label variable ER23682 "M43G WTR M43F INCLUDES EXTRA VOLUNTEER" ; +label variable ER23683 "M43H ANN HRS REGULAR VLNTEER+EXTRA" ; +label variable ER23684 "M45 WTR VOLUNTEER THRU ORGS" ; +label variable ER23685 "M46 WTR THRU PLACE OF WORSHIP" ; +label variable ER23686 "M46A HRS THRU PLACE OF WORSHIP" ; +label variable ER23687 "M47 WTR THRU ORGS FOR KIDS" ; +label variable ER23688 "M47A HRS THRU ORGS FOR KIDS" ; +label variable ER23689 "M48 WTR THRU ORGS FOR SENIORS" ; +label variable ER23690 "M48A HRS THRU ORGS FOR SENIORS" ; +label variable ER23691 "M49 WTR THRU HEALTH ORGS" ; +label variable ER23692 "M49A HRS THRU HEALTH ORGS" ; +label variable ER23693 "M50 WTR THRU ORGS FOR POOR" ; +label variable ER23694 "M50A HRS THRU ORGS FOR POOR" ; +label variable ER23695 "M51 WTR THRU ORGS FOR SOC CHANGE" ; +label variable ER23696 "M51A HRS THRU ORGS FOR SOC CHANGE" ; +label variable ER23697 "M52 WTR THRU ORGS FOR OTR PURPOSES" ; +label variable ER23697A "�M52 TYPE ORGS FOR OTR PURPOSES" ; +label variable ER23698 "M52A HRS THRU ORGS FOR OTR PURPOSES" ; +label variable ER23699 "M53A HOW OFTEN ATTEND RELIGIOUS SVCS" ; +label variable ER23700 "M53A HOW OFTEN RELIGIOUS SERVICES PER" ; +label variable ER23701 "M54A FREQ ATTENDNCE RELIG SVCS" ; +label variable ER23702 "M54A FREQ ATTENDNCE RELIG SVCS PER" ; +label variable ER23703 "R1 WTR RECD ST/LOCL WELFARE YR B4 LAST" ; +label variable ER23704 "R5 WELFARE AMT" ; +label variable ER23705 "R5 WELFARE PER" ; +label variable ER23706 "R6 WTR RECEIVED ADC JAN YR BEFORE LAST" ; +label variable ER23707 "R6 WTR RECEIVED ADC FEB YR BEFORE LAST" ; +label variable ER23708 "R6 WTR RECEIVED ADC MAR YR BEFORE LAST" ; +label variable ER23709 "R6 WTR RECEIVED ADC APR YR BEFORE LAST" ; +label variable ER23710 "R6 WTR RECEIVED ADC MAY YR BEFORE LAST" ; +label variable ER23711 "R6 WTR RECEIVED ADC JUN YR BEFORE LAST" ; +label variable ER23712 "R6 WTR RECEIVED ADC JUL YR BEFORE LAST" ; +label variable ER23713 "R6 WTR RECEIVED ADC AUG YR BEFORE LAST" ; +label variable ER23714 "R6 WTR RECEIVED ADC SEP YR BEFORE LAST" ; +label variable ER23715 "R6 WTR RECEIVED ADC OCT YR BEFORE LAST" ; +label variable ER23716 "R6 WTR RECEIVED ADC NOV YR BEFORE LAST" ; +label variable ER23717 "R6 WTR RECEIVED ADC DEC YR BEFORE LAST" ; +label variable ER23718 "R7 WTR RECEIVED SSI YR BEFORE LAST" ; +label variable ER23718A "R9 SSI AMT" ; +label variable ER23718B "R9 SSI PER" ; +label variable ER23718C "R10 WTR RECEIVED SSI JAN YR BEFORE LAST" ; +label variable ER23718D "R10 WTR RECEIVED SSI FEB YR BEFORE LAST" ; +label variable ER23718E "R10 WTR RECEIVED SSI MAR YR BEFORE LAST" ; +label variable ER23718F "R10 WTR RECEIVED SSI APR YR BEFORE LAST" ; +label variable ER23718G "R10 WTR RECEIVED SSI MAY YR BEFORE LAST" ; +label variable ER23718H "R10 WTR RECEIVED SSI JUN YR BEFORE LAST" ; +label variable ER23718I "R10 WTR RECEIVED SSI JUL YR BEFORE LAST" ; +label variable ER23718J "R10 WTR RECEIVED SSI AUG YR BEFORE LAST" ; +label variable ER23718K "R10 WTR RECEIVED SSI SEP YR BEFORE LAST" ; +label variable ER23718L "R10 WTR RECEIVED SSI OCT YR BEFORE LAST" ; +label variable ER23718M "R10 WTR RECEIVED SSI NOV YR BEFORE LAST" ; +label variable ER23718N "R10 WTR RECEIVED SSI DEC YR BEFORE LAST" ; +label variable ER23719 "R11 WTR REC CHILD SUPPORT YR BEFORE LAST" ; +label variable ER23720 "R13 CHILD SUPPORT AMT" ; +label variable ER23721 "R13 CHILD SUPPORT PER" ; +label variable ER23722 "R14 WTR RECD CH SUPPORT JAN YR B4 LAST" ; +label variable ER23723 "R14 WTR RECD CH SUPPORT FEB YR B4 LAST" ; +label variable ER23724 "R14 WTR RECD CH SUPPORT MAR YR B4 LAST" ; +label variable ER23725 "R14 WTR RECD CH SUPPORT APR YR B4 LAST" ; +label variable ER23726 "R14 WTR RECD CH SUPPORT MAY YR B4 LAST" ; +label variable ER23727 "R14 WTR RECD CH SUPPORT JUN YR B4 LAST" ; +label variable ER23728 "R14 WTR RECD CH SUPPORT JUL YR B4 LAST" ; +label variable ER23729 "R14 WTR RECD CH SUPPORT AUG YR B4 LAST" ; +label variable ER23730 "R14 WTR RECD CH SUPPORT SEP YR B4 LAST" ; +label variable ER23731 "R14 WTR RECD CH SUPPORT OCT YR B4 LAST" ; +label variable ER23732 "R14 WTR RECD CH SUPPORT NOV YR B4 LAST" ; +label variable ER23733 "R14 WTR RECD CH SUPPORT DEC YR B4 LAST" ; +label variable ER23734 "R15 WTR REC HELP FROM RELS YR B4 LAST" ; +label variable ER23735 "R17 HELP FROM RELS AMT" ; +label variable ER23736 "R17 HELP FROM RELS PER" ; +label variable ER23737 "R18 WTR REC HELP FRM RELS JAN YR B4 LAST" ; +label variable ER23738 "R18 WTR REC HELP FRM RELS FEB YR B4 LAST" ; +label variable ER23739 "R18 WTR REC HELP FRM RELS MAR YR B4 LAST" ; +label variable ER23740 "R18 WTR REC HELP FRM RELS APR YR B4 LAST" ; +label variable ER23741 "R18 WTR REC HELP FRM RELS MAY YR B4 LAST" ; +label variable ER23742 "R18 WTR REC HELP FRM RELS JUN YR B4 LAST" ; +label variable ER23743 "R18 WTR REC HELP FRM RELS JUL YR B4 LAST" ; +label variable ER23744 "R18 WTR REC HELP FRM RELS AUG YR B4 LAST" ; +label variable ER23745 "R18 WTR REC HELP FRM RELS SEP YR B4 LAST" ; +label variable ER23746 "R18 WTR REC HELP FRM RELS OCT YR B4 LAST" ; +label variable ER23747 "R18 WTR REC HELP FRM RELS NOV YR B4 LAST" ; +label variable ER23748 "R18 WTR REC HELP FRM RELS DEC YR B4 LAST" ; +label variable ER23749 "R19 WTR HELP FROM NONRELS YR BEFORE LAST" ; +label variable ER23750 "R21 HELP FROM NONRELATIVES AMT" ; +label variable ER23751 "R21 HELP FROM NONRELATIVES PER" ; +label variable ER23752 "R22 WTR RECD HELP FROM NONRELS JAN" ; +label variable ER23753 "R22 WTR RECD HELP FROM NONRELS FEB" ; +label variable ER23754 "R22 WTR RECD HELP FROM NONRELS MAR" ; +label variable ER23755 "R22 WTR RECD HELP FROM NONRELS APR" ; +label variable ER23756 "R22 WTR RECD HELP FROM NONRELS MAY" ; +label variable ER23757 "R22 WTR RECD HELP FROM NONRELS JUN" ; +label variable ER23758 "R22 WTR RECD HELP FROM NONRELS JUL" ; +label variable ER23759 "R22 WTR RECD HELP FROM NONRELS AUG" ; +label variable ER23760 "R22 WTR RECD HELP FROM NONRELS SEP" ; +label variable ER23761 "R22 WTR RECD HELP FROM NONRELS OCT" ; +label variable ER23762 "R22 WTR RECD HELP FROM NONRELS NOV" ; +label variable ER23763 "R22 WTR RECD HELP FROM NONRELS DEC" ; +label variable ER23764 "R23 TOTAL INCOME YR BEFORE LAST" ; +label variable ER23765 "R24A WTR AMT GE 40,000" ; +label variable ER23766 "R24B WTR AMT GE 65,000" ; +label variable ER23767 "R24C WTR AMT GE 25,000" ; +label variable ER23768 "R47 WTR REC PUBLIC ASST IN LAST 2 YRS" ; +label variable ER23769 "R48 WELFARE STOP>1 MO SINCE JAN 2 YR AGO" ; +label variable ER23770 "R49 WTR GVT OFFICE ENDED ASSISTANCE" ; +label variable ER23771 "R50 GOT JOB SO LEFT WELFARE" ; +label variable ER23772 "R50 MORE WORK/MONEY SO LEFT WELFARE" ; +label variable ER23773 "R50 GOT BETTER JOB SO LEFT WELFARE" ; +label variable ER23774 "R50 GOT MARRIED SO LEFT WELFARE" ; +label variable ER23775 "R50 MOVED IN W/FAMILY SO LEFT WELFARE" ; +label variable ER23776 "R50 MOVD TO DIFF ST/CNTY SO LEFT WELFARE" ; +label variable ER23777 "R50 LEFT WELFARE FOR OTHER REASON" ; +label variable ER23778 "R51 WAGE INCREASE SO GVT ENDED WELFARE" ; +label variable ER23779 "R51 ASSETS TOO HIGH SO GVT ENDED WELF" ; +label variable ER23780 "R51 BROKE RULES SO GVT ENDED WELFARE" ; +label variable ER23781 "R51 TIME LIMIT UP SO GVT ENDED WELFARE" ; +label variable ER23782 "R51 NOT US CITIZEN SO GVT ENDED WELF" ; +label variable ER23783 "R51 OTHER REASON GVT ENDED WELFARE" ; +label variable ER23784 "R52 WTR REAPPLIED SINCE WELFARE ENDED" ; +label variable ER23785 "R53 NO NEED SO DID NOT REAPPLY" ; +label variable ER23786 "R53 NOT ELIGIBLE SO DID NOT REAPPLY" ; +label variable ER23787 "R53 NOT ENTITLED SO DID NOT REAPPLY" ; +label variable ER23788 "R53 DID NOT KNOW IF COULD SO DID NOT" ; +label variable ER23789 "R53 TOO MUCH HASSLE SO DID NOT REAPPLY" ; +label variable ER23790 "R53 NO TRANSPORTATION SO DID NOT REAPPLY" ; +label variable ER23791 "R53 REFUSES GVT AID SO DID NOT REAPPLY" ; +label variable ER23792 "R53 MONEY NOT WORTH IT SO DIDNT REAPPLY" ; +label variable ER23793 "R53 NOT YET BUT PLAN TO REAPPLY" ; +label variable ER23794 "R53 OTHER REASON HAS NOT REAPPLIED" ; +label variable ER23795 "R54 WTR RECEIVE PUBLIC ASST NOW" ; +label variable ER23796 "R55 WTR REQUIREMENTS FOR PUBLIC ASST" ; +label variable ER23797 "R56 REQUIRED TO LOOK FOR JOB" ; +label variable ER23798 "R56 REQUIRED TO HAVE PAYING JOB" ; +label variable ER23799 "R56 REQUIRED TO HAVE UNPAID JOB" ; +label variable ER23800 "R56 REQUIRED TO GO TO SCHOOL/TRAINING" ; +label variable ER23801 "R56 OTHER REQUIREMENT" ; +label variable ER23802 "R57 CKPT: WTR RECEIVED FOOD STAMPS" ; +label variable ER23803 "R58 FD STMPS STOP>1 MO SNCE JAN 2 YR AGO" ; +label variable ER23804 "R59 WTR GVT OFFICE ENDED FOOD STAMPS" ; +label variable ER23805 "R60 GOT JOB SO QUIT FOOD STAMPS" ; +label variable ER23806 "R60 MORE WORK/MONEY SO QUIT FOOD STAMPS" ; +label variable ER23807 "R60 GOT BETTER JOB SO QUIT FOOD STAMPS" ; +label variable ER23808 "R60 GOT MARRIED SO QUIT FOOD STAMPS" ; +label variable ER23809 "R60 MOVD IN W/FAMILY SO QUIT FOOD STAMPS" ; +label variable ER23810 "R60 MOVD TO DIFF STE/CNTY SO QUIT FD STP" ; +label variable ER23811 "R60 THOUGHT INELIGIBLE SO QUIT FOOD STMP" ; +label variable ER23812 "R60 QUIT FOOD STAMPS FOR OTHER REASON" ; +label variable ER23813 "R61 WAGE INCREASE SO GVT ENDED FOOD STMP" ; +label variable ER23814 "R61 ASSETS TOO HIGH SO GVT ENDED FD STMP" ; +label variable ER23815 "R61 BROKE RULES SO GVT ENDED FOOD STAMPS" ; +label variable ER23816 "R61 TIME LIMIT UP SO GVT ENDED FOOD STMP" ; +label variable ER23817 "R61 NOT US CITIZEN SO GVT ENDED FD STMPS" ; +label variable ER23818 "R61 OTHER REASON GVT ENDED FOOD STAMPS" ; +label variable ER23819 "R62 WTR REAPPLIED SINCE FD STMPS STOPPED" ; +label variable ER23820 "R63 NO NEED SO DID NOT REAPPLY" ; +label variable ER23821 "R63 NOT ELIGIBLE SO DID NOT REAPPLY" ; +label variable ER23822 "R63 NOT ENTITLED SO DID NOT REAPPLY" ; +label variable ER23823 "R63 DID NOT KNOW IF COULD SO DID NOT" ; +label variable ER23824 "R63 TRY TO MAKE IT ON OWN SO DID NOT" ; +label variable ER23825 "R63 GAVE UP TRYING SO DID NOT REAPPLY" ; +label variable ER23826 "R63 TOO MUCH HASSLE SO DID NOT REAPPLY" ; +label variable ER23827 "R63 NO TRANSPORTATION SO DID NOT REAPPLY" ; +label variable ER23828 "R63 REFUSES GVT AID SO DID NOT REAPPLY" ; +label variable ER23829 "R63 MONEY NOT WORTH IT SO DIDNT REAPPLY" ; +label variable ER23830 "R63 NOT YET BUT PLAN TO REAPPLY" ; +label variable ER23831 "R63 OTHER REASON HAS NOT REAPPLIED" ; +label variable ER23832 "R64 WTR RECEIVE FOOD STAMPS NOW" ; +label variable ER23833 "R65 WTR REQUIREMENTS FOR FOOD STAMPS" ; +label variable ER23834 "R66 REQUIRED TO LOOK FOR JOB" ; +label variable ER23835 "R66 REQUIRED TO HAVE PAYING JOB" ; +label variable ER23836 "R66 REQUIRED TO HAVE UNPAID JOB" ; +label variable ER23837 "R66 REQUIRED TO GO TO SCHOOL/TRAINING" ; +label variable ER23838 "R66 OTHER REQUIREMENT" ; +label variable ER23839 "R67 CKPT: WTR REC GVT ASSISTANCE" ; +label variable ER23840 "R68 APPLD GOV ASSIST SINCE JAN 2YR AGO" ; +label variable ER23841 "R69 WTR APPLIED FOR ADC/AFDC" ; +label variable ER23842 "R69 WTR APPLIED FOR GENERAL ASSISTANCE" ; +label variable ER23843 "R69 WTR APPLIED FOR SSI" ; +label variable ER23844 "R69 WTR APPLIED FOR FOOD STAMPS" ; +label variable ER23845 "R69 WTR APPLIED FOR MEDICAID" ; +label variable ER23846 "R69 WTR APPLIED FOR WIC" ; +label variable ER23847 "R69 WTR APPLIED FOR UNEMPLOYMENT COMP" ; +label variable ER23848 "R69 WTR APPLIED FOR PUBLIC HOUSING" ; +label variable ER23849 "R69 WTR APPLIED FOR ENERGY ASSISTANCE" ; +label variable ER23850 "R69 WTR APPLIED FOR CHILD CARE ASSIST" ; +label variable ER23851 "R69 WTR APPLIED FOR SCHOOL MEALS" ; +label variable ER23852 "R69 WTR APPLIED FOR OTHER ASSISTANCE" ; +label variable ER23853 "R69A NO NEED SO DID NOT REAPPLY" ; +label variable ER23854 "R69A NOT ELIGIBLE SO DID NOT REAPPLY" ; +label variable ER23855 "R69A NOT ENTITLED SO DID NOT REAPPLY" ; +label variable ER23856 "R69A DID NOT KNOW IF COULD SO DID NOT" ; +label variable ER23857 "R69A TRY TO MAKE IT ON OWN SO DID NOT" ; +label variable ER23858 "R69A GAVE UP TRYING SO DID NOT REAPPLY" ; +label variable ER23859 "R69A TOO MUCH HASSLE SO DID NOT REAPPLY" ; +label variable ER23860 "R69A NO TRANSPORTATN SO DID NOT REAPPLY" ; +label variable ER23861 "R69A REFUSES GVT AID SO DID NOT REAPPLY" ; +label variable ER23862 "R69A MONEY NOT WORTH IT SO DIDNT REAPPLY" ; +label variable ER23863 "R69A NOT YET BUT PLAN TO REAPPLY" ; +label variable ER23864 "R69A OTHER REASON HAS NOT REAPPLIED" ; +label variable ER23865 "R70A STATUS OF APPLICATION" ; +label variable ER23866 "R71A REASON NOT REC BENEFITS" ; +label variable ER23867 "R72A INCOME/ASSETS TOO HIGH" ; +label variable ER23868 "R72A PENALTY FROM PREV PROGRAM" ; +label variable ER23869 "R72A FAILED HLTH/DISABILITY REQ" ; +label variable ER23870 "R72A IMMIGRATION STATUS PROB" ; +label variable ER23871 "R72A OTR OR NONSPEC REASON" ; +label variable ER23872 "R72A FAILED TO GIVE REQUESTED INFO" ; +label variable ER23873 "R72A FAILED TO MEET WORK REQ" ; +label variable ER23874 "R72A FAILED CHILD SUPPORT REQ" ; +label variable ER23875 "R72A NOT LIVING IN ADULT SUPERVISED HU" ; +label variable ER23876 "R72A FAILED SUBSTANCE ABUSE REQ" ; +label variable ER23877 "R72A ALREADY RECD MAX BENEFITS" ; +label variable ER23878 "R72A LACK OF PROGRAM FINDING" ; +label variable ER23879 "R72A OTHER" ; +label variable ER23880 "R70B STATUS OF APPLICATION" ; +label variable ER23881 "R71B REASON NOT REC BENEFITS" ; +label variable ER23882 "R72B INCOME/ASSETS TOO HIGH" ; +label variable ER23883 "R72B PENALTY FROM PREV PROGRAM" ; +label variable ER23884 "R72B FAILED HLTH/DISABILITY REQ" ; +label variable ER23885 "R72B IMMIGRATION STATUS PROB" ; +label variable ER23886 "R72B OTR OR NONSPEC REASON" ; +label variable ER23887 "R72B FAILED TO GIVE REQUESTED INFO" ; +label variable ER23888 "R72B FAILED TO MEET WORK REQ" ; +label variable ER23889 "R72B FAILED CHILD SUPPORT REQ" ; +label variable ER23890 "R72B NOT LIVING IN ADULT SUPERVISED HU" ; +label variable ER23891 "R72B FAILED SUBSTANCE ABUSE REQ" ; +label variable ER23892 "R72B ALREADY RECD MAX BENEFITS" ; +label variable ER23893 "R72B LACK OF PROGRAM FINDING" ; +label variable ER23894 "R72B OTHER" ; +label variable ER23895 "R70C STATUS OF APPLICATION" ; +label variable ER23896 "R71C REASON NOT REC BENEFITS" ; +label variable ER23897 "R72C INCOME/ASSETS TOO HIGH" ; +label variable ER23898 "R72C PENALTY FROM PREV PROGRAM" ; +label variable ER23899 "R72C FAILED HLTH/DISABILITY REQ" ; +label variable ER23900 "R72C IMMIGRATION STATUS PROB" ; +label variable ER23901 "R72C OTR OR NONSPEC REASON" ; +label variable ER23902 "R72C FAILED TO GIVE REQUESTED INFO" ; +label variable ER23903 "R72C FAILED TO MEET WORK REQ" ; +label variable ER23904 "R72C FAILED CHILD SUPPORT REQ" ; +label variable ER23905 "R72C NOT LIVING IN ADULT SUPERVISED HU" ; +label variable ER23906 "R72C FAILED SUBSTANCE ABUSE REQ" ; +label variable ER23907 "R72C ALREADY RECD MAX BENEFITS" ; +label variable ER23908 "R72C LACK OF PROGRAM FINDING" ; +label variable ER23909 "R72C OTHER" ; +label variable ER23910 "R70D STATUS OF APPLICATION" ; +label variable ER23911 "R71D REASON NOT REC BENEFITS" ; +label variable ER23912 "R72D INCOME/ASSETS TOO HIGH" ; +label variable ER23913 "R72D PENALTY FROM PREV PROGRAM" ; +label variable ER23914 "R72D FAILED HLTH/DISABILITY REQ" ; +label variable ER23915 "R72D IMMIGRATION STATUS PROB" ; +label variable ER23916 "R72D OTR OR NONSPEC REASON" ; +label variable ER23917 "R72D FAILED TO GIVE REQUESTED INFO" ; +label variable ER23918 "R72D FAILED TO MEET WORK REQ" ; +label variable ER23919 "R72D FAILED CHILD SUPPORT REQ" ; +label variable ER23920 "R72D NOT LIVING IN ADULT SUPERVISED HU" ; +label variable ER23921 "R72D FAILED SUBSTANCE ABUSE REQ" ; +label variable ER23922 "R72D ALREADY RECD MAX BENEFITS" ; +label variable ER23923 "R72D LACK OF PROGRAM FINDING" ; +label variable ER23924 "R72D OTHER" ; +label variable ER23925 "R70E STATUS OF APPLICATION" ; +label variable ER23926 "R71E REASON NOT REC BENEFITS" ; +label variable ER23927 "R72E INCOME/ASSETS TOO HIGH" ; +label variable ER23928 "R72E PENALTY FROM PREV PROGRAM" ; +label variable ER23929 "R72E FAILED HLTH/DISABILITY REQ" ; +label variable ER23930 "R72E IMMIGRATION STATUS PROB" ; +label variable ER23931 "R72E OTR OR NONSPEC REASON" ; +label variable ER23932 "R72E FAILED TO GIVE REQUESTED INFO" ; +label variable ER23933 "R72E FAILED TO MEET WORK REQ" ; +label variable ER23934 "R72E FAILED CHILD SUPPORT REQ" ; +label variable ER23935 "R72E NOT LIVING IN ADULT SUPERVISED HU" ; +label variable ER23936 "R72E FAILED SUBSTANCE ABUSE REQ" ; +label variable ER23937 "R72E ALREADY RECD MAX BENEFITS" ; +label variable ER23938 "R72E LACK OF PROGRAM FINDING" ; +label variable ER23939 "R72E OTHER" ; +label variable ER23940 "R70F STATUS OF APPLICATION" ; +label variable ER23941 "R71F REASON NOT REC BENEFITS" ; +label variable ER23942 "R72F INCOME/ASSETS TOO HIGH" ; +label variable ER23943 "R72F PENALTY FROM PREV PROGRAM" ; +label variable ER23944 "R72F FAILED HLTH/DISABILITY REQ" ; +label variable ER23945 "R72F IMMIGRATION STATUS PROB" ; +label variable ER23946 "R72F OTR OR NONSPEC REASON" ; +label variable ER23947 "R72F FAILED TO GIVE REQUESTED INFO" ; +label variable ER23948 "R72F FAILED TO MEET WORK REQ" ; +label variable ER23949 "R72F FAILED CHILD SUPPORT REQ" ; +label variable ER23950 "R72F NOT LIVING IN ADULT SUPERVISED HU" ; +label variable ER23951 "R72F FAILED SUBSTANCE ABUSE REQ" ; +label variable ER23952 "R72F ALREADY RECD MAX BENEFITS" ; +label variable ER23953 "R72F LACK OF PROGRAM FINDING" ; +label variable ER23954 "R72F OTHER" ; +label variable ER23955 "R70G STATUS OF APPLICATION" ; +label variable ER23956 "R71G REASON NOT REC BENEFITS" ; +label variable ER23957 "R72G INCOME/ASSETS TOO HIGH" ; +label variable ER23958 "R72G PENALTY FROM PREV PROGRAM" ; +label variable ER23959 "R72G FAILED HLTH/DISABILITY REQ" ; +label variable ER23960 "R72G IMMIGRATION STATUS PROB" ; +label variable ER23961 "R72G OTR OR NONSPEC REASON" ; +label variable ER23962 "R72G FAILED TO GIVE REQUESTED INFO" ; +label variable ER23963 "R72G FAILED TO MEET WORK REQ" ; +label variable ER23964 "R72G FAILED CHILD SUPPORT REQ" ; +label variable ER23965 "R72G NOT LIVING IN ADULT SUPERVISED HU" ; +label variable ER23966 "R72G FAILED SUBSTANCE ABUSE REQ" ; +label variable ER23967 "R72G ALREADY RECD MAX BENEFITS" ; +label variable ER23968 "R72G LACK OF PROGRAM FINDING" ; +label variable ER23969 "R72G OTHER" ; +label variable ER23970 "R70H STATUS OF APPLICATION" ; +label variable ER23971 "R71H REASON NOT REC BENEFITS" ; +label variable ER23972 "R72H INCOME/ASSETS TOO HIGH" ; +label variable ER23973 "R72H PENALTY FROM PREV PROGRAM" ; +label variable ER23974 "R72H FAILED HLTH/DISABILITY REQ" ; +label variable ER23975 "R72H IMMIGRATION STATUS PROB" ; +label variable ER23976 "R72H OTR OR NONSPEC REASON" ; +label variable ER23977 "R72H FAILED TO GIVE REQUESTED INFO" ; +label variable ER23978 "R72H FAILED TO MEET WORK REQ" ; +label variable ER23979 "R72H FAILED CHILD SUPPORT REQ" ; +label variable ER23980 "R72H NOT LIVING IN ADULT SUPERVISED HU" ; +label variable ER23981 "R72H FAILED SUBSTANCE ABUSE REQ" ; +label variable ER23982 "R72H ALREADY RECD MAX BENEFITS" ; +label variable ER23983 "R72H LACK OF PROGRAM FINDING" ; +label variable ER23984 "R72H OTHER" ; +label variable ER23985 "R70I STATUS OF APPLICATION" ; +label variable ER23986 "R71I REASON NOT REC BENEFITS" ; +label variable ER23987 "R72I INCOME/ASSETS TOO HIGH" ; +label variable ER23988 "R72I PENALTY FROM PREV PROGRAM" ; +label variable ER23989 "R72I FAILED HLTH/DISABILITY REQ" ; +label variable ER23990 "R72I IMMIGRATION STATUS PROB" ; +label variable ER23991 "R72I OTR OR NONSPEC REASON" ; +label variable ER23992 "R72I FAILED TO GIVE REQUESTED INFO" ; +label variable ER23993 "R72I FAILED TO MEET WORK REQ" ; +label variable ER23994 "R72I FAILED CHILD SUPPORT REQ" ; +label variable ER23995 "R72I NOT LIVING IN ADULT SUPERVISED HU" ; +label variable ER23996 "R72I FAILED SUBSTANCE ABUSE REQ" ; +label variable ER23997 "R72I ALREADY RECD MAX BENEFITS" ; +label variable ER23998 "R72I LACK OF PROGRAM FINDING" ; +label variable ER23999 "R72I OTHER" ; +label variable ER24000 "R70J STATUS OF APPLICATION" ; +label variable ER24001 "R71J REASON NOT REC BENEFITS" ; +label variable ER24002 "R72J INCOME/ASSETS TOO HIGH" ; +label variable ER24003 "R72J PENALTY FROM PREV PROGRAM" ; +label variable ER24004 "R72J FAILED HLTH/DISABILITY REQ" ; +label variable ER24005 "R72J IMMIGRATION STATUS PROB" ; +label variable ER24006 "R72J OTR OR NONSPEC REASON" ; +label variable ER24007 "R72J FAILED TO GIVE REQUESTED INFO" ; +label variable ER24008 "R72J FAILED TO MEET WORK REQ" ; +label variable ER24009 "R72J FAILED CHILD SUPPORT REQ" ; +label variable ER24010 "R72J NOT LIVING IN ADULT SUPERVISED HU" ; +label variable ER24011 "R72J FAILED SUBSTANCE ABUSE REQ" ; +label variable ER24012 "R72J ALREADY RECD MAX BENEFITS" ; +label variable ER24013 "R72J LACK OF PROGRAM FINDING" ; +label variable ER24014 "R72J OTHER" ; +label variable ER24015 "R70K STATUS OF APPLICATION" ; +label variable ER24016 "R71K REASON NOT REC BENEFITS" ; +label variable ER24017 "R72K INCOME/ASSETS TOO HIGH" ; +label variable ER24018 "R72K PENALTY FROM PREV PROGRAM" ; +label variable ER24019 "R72K FAILED HLTH/DISABILITY REQ" ; +label variable ER24020 "R72K IMMIGRATION STATUS PROB" ; +label variable ER24021 "R72K OTR OR NONSPEC REASON" ; +label variable ER24022 "R72K FAILED TO GIVE REQUESTED INFO" ; +label variable ER24023 "R72K FAILED TO MEET WORK REQ" ; +label variable ER24024 "R72K FAILED CHILD SUPPORT REQ" ; +label variable ER24025 "R72K NOT LIVING IN ADULT SUPERVISED HU" ; +label variable ER24026 "R72K FAILED SUBSTANCE ABUSE REQ" ; +label variable ER24027 "R72K ALREADY RECD MAX BENEFITS" ; +label variable ER24028 "R72K LACK OF PROGRAM FINDING" ; +label variable ER24029 "R72K OTHER" ; +label variable ER24030 "R70L STATUS OF APPLICATION" ; +label variable ER24031 "R71L REASON NOT REC BENEFITS" ; +label variable ER24032 "R72L INCOME/ASSETS TOO HIGH" ; +label variable ER24033 "R72L PENALTY FROM PREV PROGRAM" ; +label variable ER24034 "R72L FAILED HLTH/DISABILITY REQ" ; +label variable ER24035 "R72L IMMIGRATION STATUS PROB" ; +label variable ER24036 "R72L OTR OR NONSPEC REASON" ; +label variable ER24037 "R72L FAILED TO GIVE REQUESTED INFO" ; +label variable ER24038 "R72L FAILED TO MEET WORK REQ" ; +label variable ER24039 "R72L FAILED CHILD SUPPORT REQ" ; +label variable ER24040 "R72L NOT LIVING IN ADULT SUPERVISED HU" ; +label variable ER24041 "R72L FAILED SUBSTANCE ABUSE REQ" ; +label variable ER24042 "R72L ALREADY RECD MAX BENEFITS" ; +label variable ER24043 "R72L LACK OF PROGRAM FINDING" ; +label variable ER24044 "R72L OTHER" ; +label variable ER24045 "R74A WTR REC OTR GVT ASST LAST 2 YEARS" ; +label variable ER24046 "R74B WTR REC OTR GVT ASST LAST 2 YEARS" ; +label variable ER24047 "R74C WTR REC OTR GVT ASST LAST 2 YEARS" ; +label variable ER24048 "R74D WTR REC OTR GVT ASST LAST 2 YEARS" ; +label variable ER24049 "R74E WTR REC OTR GVT ASST LAST 2 YEARS" ; +label variable ER24050 "R74F WTR REC OTR GVT ASST LAST 2 YEARS" ; +label variable ER24051 "R74G WTR REC OTR GVT ASST LAST 2 YEARS" ; +label variable ER24052 "R74H WTR REC OTR GVT ASST LAST 2 YEARS" ; +label variable ER24053 "R75A WTR REC HELP FROM OTRS LAST 2 YEARS" ; +label variable ER24054 "R75B WTR REC HELP FROM OTRS LAST 2 YEARS" ; +label variable ER24055 "R75C WTR REC HELP FROM OTRS LAST 2 YEARS" ; +label variable ER24056 "R75D WTR REC HELP FROM OTRS LAST 2 YEARS" ; +label variable ER24057 "R75E WTR REC HELP FROM OTRS LAST 2 YEARS" ; +label variable ER24058 "R75F WTR REC HELP FROM OTRS LAST 2 YEARS" ; +label variable ER24059 "R75G WTR REC HELP FROM OTRS LAST 2 YEARS" ; +label variable ER24060 "R75H WTR REC HELP FROM OTRS LAST 2 YEARS" ; +label variable ER24061 "R75J CKPT: WTR REC SOME TYPE OF HELP" ; +label variable ER24062 "R76 WTR RECEIVED HELP FROM CHURCH" ; +label variable ER24063 "R76 WTR RECEIVED HELP FROM FAMILY" ; +label variable ER24064 "R76 WTR RECD HELP FROM COMMUNITY GROUP" ; +label variable ER24065 "R76 WTR RECEIVED HELP FROM OTHER SOURCE" ; +label variable ER24066 "R77 WTR FU MEMBER 60+ YR BEFORE LAST" ; +label variable ER24067 "R78 WTR RECD FREE/REDUCD MEAL YR B4 LAST" ; +label variable ER24068 "R79 CKPT: WTR CHILD 5-18 IN FU" ; +label variable ER24069 "R80 WTR CH REC FREE/LOW LUNCH YR B4 LAST" ; +label variable ER24070 "R81 WTR CH REC FREE/LOW BKFST YR B4 LAST" ; +label variable ER24071 "R82 FU FEMALE 15-45/CHILD <5 YR B4 LAST" ; +label variable ER24072 "R83 WTR RECD FOOD THROUGH WIC PROGRAM" ; +label variable ER24073 "WHO WAS RESPONDENT" ; +label variable ER24074 "# CALLS FOR IW" ; +label variable ER24075 "LANGUAGE OF INTERVIEW" ; +label variable ER24076 "# OF INDIVIDUAL RECORDS" ; +label variable ER24077 "HEAD WORK WEEKS LAST YEAR" ; +label variable ER24078 "HEAD WEEKLY WORK HOURS LAST YEAR" ; +label variable ER24079 "HD OVERTIME WORK HOURS LAST YEAR" ; +label variable ER24080 "HEAD TOTAL HOURS OF WORK LAST YEAR" ; +label variable ER24081 "HD WEEKS MISSED FOR ILLNESS OF OTRS" ; +label variable ER24082 "HD WEEKS MISSED FOR OWN ILLNESS" ; +label variable ER24083 "HEAD WEEKS OFF FOR VACATION LAST YEAR" ; +label variable ER24084 "HEAD STRIKE WEEKS LAST YEAR" ; +label variable ER24085 "HEAD WEEKS LAID OFF LAST YEAR" ; +label variable ER24086 "HEAD UNEMPLOYMENT WEEKS LAST YEAR" ; +label variable ER24087 "HEAD WEEKS OUT OF LABOR FORCE LAST YEAR" ; +label variable ER24088 "WIFE WORK WEEKS LAST YEAR" ; +label variable ER24089 "WIFE WEEKLY WORK HOURS LAST YEAR" ; +label variable ER24090 "WF OVERTIME WORK HOURS LAST YEAR" ; +label variable ER24091 "WIFE TOTAL HOURS OF WORK LAST YEAR" ; +label variable ER24092 "WF WEEKS MISSED FOR ILLNESS OF OTRS" ; +label variable ER24093 "WF WEEKS MISSED FOR OWN ILLNESS" ; +label variable ER24094 "WIFE WEEKS OFF FOR VACATION LAST YEAR" ; +label variable ER24095 "WIFE STRIKE WEEKS LAST YEAR" ; +label variable ER24096 "WIFE WEEKS LAID OFF LAST YEAR" ; +label variable ER24097 "WIFE UNEMPLOYMENT WEEKS LAST YEAR" ; +label variable ER24098 "WIFE WEEKS OUT OF LABOR FORCE LAST YEAR" ; +label variable ER24099 "TOTAL FAMILY INCOME LAST YEAR" ; +label variable ER24100 "HEAD AND TAXABLE INCOME WIFE LAST YEAR" ; +label variable ER24101 "HEAD AND WIFE TRANSFER INCOME LAST YEAR" ; +label variable ER24102 "TAXABLE INCOME OF OTHER FU MEMBERS" ; +label variable ER24103 "TRANSFER INCOME OF OTHER FU MEMBER" ; +label variable ER24104 "SOCIAL SECURITY INCOME LAST YEAR" ; +label variable ER24105 "FARM INCOME OF HEAD LAST YEAR" ; +label variable ER24106 "ACC FARM INCOME OF HEAD LAST YEAR" ; +label variable ER24107 "BUSINESS INCOME LAST YEAR" ; +label variable ER24108 "ACC BUSINESS INCOME LAST YEAR" ; +label variable ER24109 "HD LABOR INCOME FROM BUSINESS LAST YEAR" ; +label variable ER24110 "HD ASSET INCOME FROM BUSINESS LAST YEAR" ; +label variable ER24111 "WF LABOR INCOME FROM BUSINESS LAST YEAR" ; +label variable ER24112 "WF ASSET INCOME FROM BUSINESS LAST YEAR" ; +label variable ER24113 "NUMBER OF BUSINESSES OWNED BY FU" ; +label variable ER24114 "NUMBER OF BUSINESSES OWNED BY HEAD" ; +label variable ER24115 "NUMBER OF BUSINESSES OWNED BY WIFE" ; +label variable ER24116 "LABOR INCOME OF HEAD LAST YEAR" ; +label variable ER24117 "WAGES AND SALARIES OF HEAD LAST YEAR" ; +label variable ER24118 "ACC WAGES AND SALARIES OF HEAD LAST YEAR" ; +label variable ER24119 "BONUS INCOME OF HEAD LAST YEAR" ; +label variable ER24120 "ACC BONUS INCOME OF HEAD LAST YEAR" ; +label variable ER24121 "OVERTIME INCOME OF HEAD LAST YEAR" ; +label variable ER24122 "ACC OVERTIME INCOME OF HEAD LAST YEAR" ; +label variable ER24123 "TIPS OF HEAD LAST YEAR" ; +label variable ER24124 "ACC TIPS OF HEAD LAST YEAR" ; +label variable ER24125 "COMMISSION INCOME OF HEAD LAST YEAR" ; +label variable ER24126 "ACC COMMISSION INCOME OF HEAD LAST YEAR" ; +label variable ER24127 "PROFESSIONAL PRACTICE OF HEAD LAST YEAR" ; +label variable ER24128 "ACC PROFESSIONL PRACTICE OF HD LAST YEAR" ; +label variable ER24129 "MARKET GARDENING INCOME OF HD LAST YEAR" ; +label variable ER24130 "ACC MARKET GARDENING INCOME OF HEAD" ; +label variable ER24131 "HEAD ADDITIONAL JOB INCOME LAST YEAR" ; +label variable ER24132 "ACC OF HEAD ADDITIONAL JOB INCOME" ; +label variable ER24133 "MISC LABOR INCOME OF HEAD LAST YEAR" ; +label variable ER24134 "ACC MISC LABOR INCOME OF HEAD LAST YEAR" ; +label variable ER24135 "LABOR INCOME OF WIFE LAST YEAR" ; +label variable ER24136 "ACC LABOR INCOME OF WIFE LAST YEAR" ; +label variable ER24137 "HEAD WAGE RATE LAST YEAR" ; +label variable ER24138 "WIFE WAGE RATE LAST YEAR" ; +label variable ER24139 "USDA NEEDS STANDARD-PREVIOUS YR" ; +label variable ER24140 "CENSUS NEEDS STANDARD-PREVIOUS YR" ; +label variable ER24141 "USDA NEEDS STANDARD-YR PRIOR TO PREV YR" ; +label variable ER24142 "CENSUS NEEDS STANDARD-YR PRIOR TO PREV" ; +label variable ER24143 "CURRENT REGION" ; +label variable ER24144 "BEALE RURAL-URBAN CODE" ; +label variable ER24144A "RURAL-URBAN CODE (BEALE-COLLAPSED)" ; +label variable ER24145 "SIZE LARGEST CITY IN COUNTY" ; +label variable ER24146 "REGION HD GREW UP" ; +label variable ER24147 "HD GEOGRAPHIC MOBILITY" ; +label variable ER24148 "COMPLETED ED-HD" ; +label variable ER24149 "COMPLETED ED-WF" ; +label variable ER24150 "MARITAL STATUS-GENERATED" ; +label variable ER24151 "CHANGE IN MARITAL STATUS" ; +label variable ER24152 "COUPLE STATUS OF HEAD" ; +label variable ER24153 "YEAR NEW HEAD IN FU" ; +label variable ER24154 "YEAR NEW WIFE IN FU" ; +label variable ER24155 "HEAD-SPOUSE SAMPLE STATUS" ; +label variable ER24156 "NUMBER OF SPLITOFFS FROM MAIN FAM" ; +label variable ER24157 "MAIN FAMILY ID FOR SPLITOFF" ; +label variable ER24158 "CURRENT YR ID OF 1ST OTHER FU IN HU" ; +label variable ER24159 "REL OF 1ST OTHER FU" ; +label variable ER24160 "SIZE OF 1ST OTHER FU" ; +label variable ER24161 "CURRENT YR ID OF 2ND OTHER FU IN HU" ; +label variable ER24162 "REL OF 2ND OTHER FU" ; +label variable ER24163 "SIZE OF 2ND OTHER FU" ; +label variable ER24164 "CURRENT YR ID OF 3RD OTHER FU IN HU" ; +label variable ER24165 "REL OF 3RD OTHER FU" ; +label variable ER24166 "SIZE OF 3RD OTHER FU" ; +label variable ER24167 "CURRENT YR ID OF 4TH OTHER FU IN HU" ; +label variable ER24168 "REL OF 4TH OTHER FU" ; +label variable ER24169 "SIZE OF 4TH OTHER FU" ; +label variable ER24170 "HOUSEHOLD ID #" ; +label variable ER24171 "BIRTHS TO HEAD ONLY LAST YEAR" ; +label variable ER24172 "BIRTHS TO WIFE ONLY LAST YEAR" ; +label variable ER24173 "BIRTHS TO HEAD AND WIFE LAST YEAR" ; +label variable ER24174 "BIRTHS TO OFUMS ONLY LAST YEAR" ; +label variable ER24175 "BIRTHS TO HEAD ONLY TWO YEARS AGO" ; +label variable ER24176 "BIRTHS TO WIFE ONLY TWO YEARS AGO" ; +label variable ER24177 "BIRTHS TO HEAD AND WIFE TWO YEARS AGO" ; +label variable ER24178 "BIRTHS TO OFUMS ONLY TWO YEARS AGO" ; +label variable ER24179 "CORE/IMM FAMILY LONGITUDINAL WEIGHT" ; +label variable ER24180 "2003 FAMILY CROSS-SECTIONAL WEIGHT" ; diff --git a/42/replication_package/data_replication/psid/raw_data/FAM2003ER.txt b/42/replication_package/data_replication/psid/raw_data/FAM2003ER.txt new file mode 100644 index 0000000000000000000000000000000000000000..f231a1fed46ab5fc0d4b1ea1f5cbb2db2279e955 --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/FAM2003ER.txt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:96c9cb567473ada04b97f6a6959d1c9a28350916c58eaff37f5351738eaf9c94 +size 47526472 diff --git 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6203 + ER28077 6204 - 6204 ER28078 6205 - 6211 +using FAM2005ER.txt, clear +; +label variable ER25001 "RELEASE NUMBER" ; +label variable ER25002 "2005 FAMILY INTERVIEW (ID) NUMBER" ; +label variable ER25003 "PSID STATE OF RESIDENCE CODE" ; +label variable ER25004 "CURRENT STATE" ; +label variable ER25005 "SPLITOFF INDICATOR" ; +label variable ER25006 "MODE OF INTERVIEW" ; +label variable ER25007 "FAMILY COMPOSITION CHANGE" ; +label variable ER25008 "TYPE INSTITUTION" ; +label variable ER25009 "1968 FAMILY IDENTIFIER" ; +label variable ER25010 "WTR REINSTATED DROPPED FAMILY" ; +label variable ER25011 "INTERVIEWER ID" ; +label variable ER25012 "MONTH CURRENT IW" ; +label variable ER25013 "DAY CURRENT IW" ; +label variable ER25014 "YEAR CURRENT IW" ; +label variable ER25015 "LENGTH OF IW IN MINUTES" ; +label variable ER25016 "# IN FU" ; +label variable ER25017 "AGE OF HEAD" ; +label variable ER25018 "SEX OF HEAD" ; +label variable ER25019 "AGE OF WIFE" ; +label variable ER25020 "# CHILDREN IN FU" ; +label variable ER25021 "AGE YOUNGEST CHILD" ; +label variable ER25022 "# NONFU SHARING HU" ; +label variable ER25023 "HEAD MARITAL STATUS" ; +label variable ER25024 "A4 TYPE DU" ; +label variable ER25025 "A6 LIVE IN ELDERLY HSNG" ; +label variable ER25026 "A7 TYPE ELDERLY HSNG" ; +label variable ER25027 "A8 ACTUAL # ROOMS" ; +label variable ER25028 "A19 OWN/RENT OR WHAT" ; +label variable ER25029 "A20 HOUSE VALUE" ; +label variable ER25030 "ACCURACY OF HOUSE VALUE" ; +label variable ER25031 "A20A WTR HOUSE WORTH 100,000+" ; +label variable ER25032 "A20B WTR HOUSE WORTH 200,000+" ; +label variable ER25033 "A20C WTR HOUSE WORTH 400,000+" ; +label variable ER25034 "A20D WTR HOUSE WORTH 75,000+" ; +label variable ER25035 "A20E WTR HOUSE WORTH 25,000+" ; +label variable ER25036 "A21 ANNUAL PROPERTY TAX" ; +label variable ER25037 "ACCURACY OF ANNUAL PROPERTY TAX" ; +label variable ER25038 "A22 ANNUAL OWNR INSURANC" ; +label variable ER25039 "A23 HAVE MORTGAGE?" ; +label variable ER25040 "A23A TYPE MORTGAGE MOR 1" ; +label variable ER25041 "A23B WTR ORIGINAL LOAN/REFINANCED #1" ; +label variable ER25042 "A24 REM PRINCIPAL MOR 1" ; +label variable ER25043 "ACCURACY OF REMAINING MORTGAGE PRIN #1" ; +label variable ER25044 "A25 MNTHLY PMTS MOR 1" ; +label variable ER25045 "ACCURACY OF MONTHLY PYMNTS ON MTGE #1" ; +label variable ER25046 "A25A CURR INTEREST RATE WHOLE PERCENT #1" ; +label variable ER25047 "A25A CURR INT RATE DECIMAL FRACTION #1" ; +label variable ER25048 "A26 YEAR OBTAINED LOAN #1" ; +label variable ER25049 "A27 YRS TO PAY MOR 1" ; +label variable ER25050 "A28 2ND MORTGAGE" ; +label variable ER25051 "A23A TYPE MORTGAGE MOR 2" ; +label variable ER25052 "A23B WTR ORIGINAL LOAN/REFINANCED #2" ; +label variable ER25053 "A24 REM PRINCIPAL MOR 2" ; +label variable ER25054 "ACCURACY OF REMAINING MORTGAGE PRIN #2" ; +label variable ER25055 "A25 MNTHLY PMTS MOR 2" ; +label variable ER25056 "ACCURACY OF MONTHLY PYMNTS ON MTGE #2" ; +label variable ER25057 "A25A CURR INTEREST RATE WHOLE PERCENT #2" ; +label variable ER25058 "A25A CURR INT RATE DECIMAL FRACTION #2" ; +label variable ER25059 "A26 YEAR OBTAINED LOAN #2" ; +label variable ER25060 "A27 YRS TO PAY MOR 2" ; +label variable ER25061 "A29 MTG INCL PROP TAXES" ; +label variable ER25062 "A30 MTG INCL INS PREM" ; +label variable ER25063 "A31 DOLLARS RENT" ; +label variable ER25064 "A31 DOLLLARS PER WHAT" ; +label variable ER25065 "ACCURACY OF RENT" ; +label variable ER25066 "A31A FURNISHED APT/HOUSE" ; +label variable ER25067 "A31B RENT INCL HEAT" ; +label variable ER25068 "A32 IN PUBLIC OWND PROJ?" ; +label variable ER25069 "A33 GOVT PAY PART RENT?" ; +label variable ER25070 "A35 DOLLARS RENT IF RENT" ; +label variable ER25071 "A35 DOLLARS PER WHAT" ; +label variable ER25072 "ACCURACY OF VALUE IF RENTED" ; +label variable ER25073 "A36 IN PUBLIC OWND PROJ?" ; +label variable ER25074 "A37 GOVT PAY ALL RENT?" ; +label variable ER25075 "A38 HAVE AIR CONDITNG" ; +label variable ER25076 "A39 A/C ALL OR SOME ROOM" ; +label variable ER25077 "A40 TYPE HEATING 1ST MENTION" ; +label variable ER25078 "A40 TYPE HEATING 2ND MENTION" ; +label variable ER25079 "A40 TYPE HEATING 3RD MENTION" ; +label variable ER25080 "A41 HEATING FUEL EXPENSE" ; +label variable ER25081 "A41 HEATING FUEL EXPENSE PER" ; +label variable ER25082 "A42 ELECTRICITY EXPENSE" ; +label variable ER25083 "A42 ELECTRICITY PER" ; +label variable ER25084 "A43 WATER/SEWER EXPENSE" ; +label variable ER25085 "A43 WATER/SEWER EXPENSE PER" ; +label variable ER25086 "A44 TELEPHONE EXPENSE" ; +label variable ER25087 "A44 TELEPHONE EXPENSE PER" ; +label variable ER25088 "A45 WTR OTR UTILITY EXP" ; +label variable ER25089 "A45A GARBAGE EXPENSE" ; +label variable ER25090 "A45B TOTAL OTR UTILITIES" ; +label variable ER25091 "A45B OTR UTILITIES PER" ; +label variable ER25092 "A46 RECD GOVT HTG SUBSDY" ; +label variable ER25093 "A46A AMT GOVT HTG SUBSDY" ; +label variable ER25094 "A47A WTR COMPUTER IN HOME-HD" ; +label variable ER25095 "A47B WTR USED INTERNET-HD" ; +label variable ER25096 "A47A WTR COMPUTER IN HOME-WF" ; +label variable ER25097 "A47B WTR USED INTERNET-WF" ; +label variable ER25098 "A49 WTR MOVED SINCE JAN 1 OF PRIOR YEAR" ; +label variable ER25099 "A49 MONTH MOVED" ; +label variable ER25100 "A49 YEAR MOVED" ; +label variable ER25101 "A50 WHY MOVED 1ST" ; +label variable ER25102 "A51 WTR MIGHT MOVE" ; +label variable ER25103 "A52 LIKELIHOOD OF MOVING" ; +label variable ER25104 "BC1 EMPLOYMENT STATUS-1ST MENTION" ; +label variable ER25105 "BC1 EMPLOYMENT STATUS-2ND MENTION" ; +label variable ER25106 "BC1 EMPLOYMENT STATUS-3RD MENTION" ; +label variable ER25107 "BC2 YEAR RETIRED" ; +label variable ER25108 "BC3 WTR WORK FOR MONEY" ; +label variable ER25109 "BC3A WTR WORKD SINCE JAN 1 OF PRIOR YEAR" ; +label variable ER25110 "BC16-17 MAIN JOB INDICATOR" ; +label variable ER25111 "BC6 BEGINNING MONTH--JOB 1" ; +label variable ER25112 "BC6 BEGINNING YEAR--JOB 1" ; +label variable ER25113 "BC6 ENDING MONTH--JOB 1" ; +label variable ER25114 "BC6 ENDING YEAR--JOB 1" ; +label variable ER25115 "BC6 WTR EMPLOYED--JOB 1 JAN" ; +label variable ER25116 "BC6 WTR EMPLOYED--JOB 1 FEB" ; +label variable ER25117 "BC6 WTR EMPLOYED--JOB 1 MAR" ; +label variable ER25118 "BC6 WTR EMPLOYED--JOB 1 APR" ; +label variable ER25119 "BC6 WTR EMPLOYED--JOB 1 MAY" ; +label variable ER25120 "BC6 WTR EMPLOYED--JOB 1 JUN" ; +label variable ER25121 "BC6 WTR EMPLOYED--JOB 1 JUL" ; +label variable ER25122 "BC6 WTR EMPLOYED--JOB 1 AUG" ; +label variable ER25123 "BC6 WTR EMPLOYED--JOB 1 SEP" ; +label variable ER25124 "BC6 WTR EMPLOYED--JOB 1 OCT" ; +label variable ER25125 "BC6 WTR EMPLOYED--JOB 1 NOV" ; +label variable ER25126 "BC6 WTR EMPLOYED--JOB 1 DEC" ; +label variable ER25127 "BC20 MAIN OCC FOR JOB 1: 2000 CODE (HD)" ; +label variable ER25128 "BC21 MAIN IND FOR JOB 1: 2000 CODE (HD)" ; +label variable ER25129 "BC22 WORK SELF/OTR?--JOB 1" ; +label variable ER25130 "BC23 CORP/UNCORP BUS--JOB 1" ; +label variable ER25131 "BC24 WORK FOR GOVT?--JOB 1" ; +label variable ER25132 "BC25A NUMBER EMPLOYED AT WORK LOCATION" ; +label variable ER25133 "BC25B WTR 200 OR MORE" ; +label variable ER25134 "BC25C WTR 100 OR MORE" ; +label variable ER25135 "BC25D WTR 50 OR MORE" ; +label variable ER25136 "BC25E WTR 500 OR MORE" ; +label variable ER25137 "BC25F WTR 1000 OR MORE" ; +label variable ER25138 "BC26 JOB NOW UNION? (H-E)" ; +label variable ER25139 "BC27 BELONG UNION? (HD-E)" ; +label variable ER25140 "BC28A WTR JOB REQUIRES COMPUTER USE" ; +label variable ER25141 "BC29 SLRY/HRLY/OTR (H-E)" ; +label variable ER25142 "BC30 SALARY AMOUNT" ; +label variable ER25143 "BC30 SALARY PER WHAT" ; +label variable ER25144 "BC31 WTR SAL PD OT (HD-E)" ; +label variable ER25145 "BC32 HOW PAID FOR OT" ; +label variable ER25146 "BC32A EXACT OT PAY IF SALARIED" ; +label variable ER25147 "BC32A EXACT OT PAY PER" ; +label variable ER25148 "BC33 HOURLY REGULAR RATE" ; +label variable ER25149 "BC34 OT DIFFERENTIAL 1ST" ; +label variable ER25150 "BC34 OT DIFFERENTIAL 2ND" ; +label variable ER25151 "BC34 OT DIFFERENTIAL 3RD" ; +label variable ER25152 "BC34A EXACT OT PAY IF HOURLY" ; +label variable ER25153 "BC34A EXACT OT PAY PER" ; +label variable ER25154 "BC36 AVG TIPS/COMM" ; +label variable ER25155 "BC36 TIPS/COMM PER WHAT" ; +label variable ER25156 "BC37 AVG TIPS/COMM" ; +label variable ER25157 "BC37 TIPS/COMM PER WHAT" ; +label variable ER25158 "BC38 HOW PAID-OTR (HD-E)" ; +label variable ER25159 "BC39 OT RATE" ; +label variable ER25160 "BC41 YRS PRES EMP (H-E)" ; +label variable ER25161 "BC41 MOS PRES EMP (H-E)" ; +label variable ER25162 "BC41 WKS PRES EMP (H-E)" ; +label variable ER25163 "CALCULATED ELAPSED WEEKS--HD JOB 1" ; +label variable ER25164 "ACCURACY OF ELAPSED WEEKS--HD JOB 1" ; +label variable ER25165 "BC43 HOURS/WEEK WORKED--JOB 1" ; +label variable ER25166 "ACCURACY OF HR/WK WORKED--HD JOB 1" ; +label variable ER25167 "BC44 WTR WORKED OT--JOB 1" ; +label variable ER25168 "BC45 AMT OF OT WORKED--JOB 1" ; +label variable ER25169 "BC45 OT TIME UNIT--JOB 1" ; +label variable ER25170 "ACCURACY OF OT--HD JOB 1" ; +label variable ER25171 "BC46 AMOUNT EARNED LAST YEAR--JOB 1" ; +label variable ER25172 "BC46 PER FOR AMT EARNED LAST YR--JOB 1" ; +label variable ER25173 "BC51 WHY LAST JOB END (HD-U)" ; +label variable ER25174 "BC6 BEGINNING MONTH--JOB 2" ; +label variable ER25175 "BC6 BEGINNING YEAR--JOB 2" ; +label variable ER25176 "BC6 ENDING MONTH--JOB 2" ; +label variable ER25177 "BC6 ENDING YEAR--JOB 2" ; +label variable ER25178 "BC6 WTR EMPLOYED--JOB 2 JAN" ; +label variable ER25179 "BC6 WTR EMPLOYED--JOB 2 FEB" ; +label variable ER25180 "BC6 WTR EMPLOYED--JOB 2 MAR" ; +label variable ER25181 "BC6 WTR EMPLOYED--JOB 2 APR" ; +label variable ER25182 "BC6 WTR EMPLOYED--JOB 2 MAY" ; +label variable ER25183 "BC6 WTR EMPLOYED--JOB 2 JUN" ; +label variable ER25184 "BC6 WTR EMPLOYED--JOB 2 JUL" ; +label variable ER25185 "BC6 WTR EMPLOYED--JOB 2 AUG" ; +label variable ER25186 "BC6 WTR EMPLOYED--JOB 2 SEP" ; +label variable ER25187 "BC6 WTR EMPLOYED--JOB 2 OCT" ; +label variable ER25188 "BC6 WTR EMPLOYED--JOB 2 NOV" ; +label variable ER25189 "BC6 WTR EMPLOYED--JOB 2 DEC" ; +label variable ER25190 "BC20 MAIN OCC FOR JOB 2: 2000 CODE (HD)" ; +label variable ER25191 "BC21 MAIN IND FOR JOB 2: 2000 CODE (HD)" ; +label variable ER25192 "BC22 WORK SELF/OTR?--JOB 2" ; +label variable ER25193 "BC23 CORP/UNCORP BUS--JOB 2" ; +label variable ER25194 "BC24 WORK FOR GOVT?--JOB 2" ; +label variable ER25195 "CALCULATED ELAPSED WEEKS--HD JOB 2" ; +label variable ER25196 "ACCURACY OF ELAPSED WEEKS--HD JOB 2" ; +label variable ER25197 "BC43 HOURS/WEEK WORKED--JOB 2" ; +label variable ER25198 "ACCURACY OF HR/WK WORKED--HD JOB 2" ; +label variable ER25199 "BC44 WTR WORKED OT--JOB 2" ; +label variable ER25200 "BC45 AMT OF OT WORKED--JOB 2" ; +label variable ER25201 "BC45 OT TIME UNIT--JOB 2" ; +label variable ER25202 "ACCURACY OF OT--HD JOB 2" ; +label variable ER25203 "BC46 AMOUNT EARNED LAST YEAR--JOB 2" ; +label variable ER25204 "BC46 PER FOR AMT EARNED LAST YR--JOB 2" ; +label variable ER25205 "BC51 WHY JOB ENDED--JOB 2" ; +label variable ER25206 "BC6 BEGINNING MONTH--JOB 3" ; +label variable ER25207 "BC6 BEGINNING YEAR--JOB 3" ; +label variable ER25208 "BC6 ENDING MONTH--JOB 3" ; +label variable ER25209 "BC6 ENDING YEAR--JOB 3" ; +label variable ER25210 "BC6 WTR EMPLOYED--JOB 3 JAN" ; +label variable ER25211 "BC6 WTR EMPLOYED--JOB 3 FEB" ; +label variable ER25212 "BC6 WTR EMPLOYED--JOB 3 MAR" ; +label variable ER25213 "BC6 WTR EMPLOYED--JOB 3 APR" ; +label variable ER25214 "BC6 WTR EMPLOYED--JOB 3 MAY" ; +label variable ER25215 "BC6 WTR EMPLOYED--JOB 3 JUN" ; +label variable ER25216 "BC6 WTR EMPLOYED--JOB 3 JUL" ; +label variable ER25217 "BC6 WTR EMPLOYED--JOB 3 AUG" ; +label variable ER25218 "BC6 WTR EMPLOYED--JOB 3 SEP" ; +label variable ER25219 "BC6 WTR EMPLOYED--JOB 3 OCT" ; +label variable ER25220 "BC6 WTR EMPLOYED--JOB 3 NOV" ; +label variable ER25221 "BC6 WTR EMPLOYED--JOB 3 DEC" ; +label variable ER25222 "BC20 MAIN OCC FOR JOB 3: 2000 CODE (HD)" ; +label variable ER25223 "BC21 MAIN IND FOR JOB 3: 2000 CODE (HD)" ; +label variable ER25224 "BC22 WORK SELF/OTR?--JOB 3" ; +label variable ER25225 "BC23 CORP/UNCORP BUS--JOB 3" ; +label variable ER25226 "BC24 WORK FOR GOVT?--JOB 3" ; +label variable ER25227 "CALCULATED ELAPSED WEEKS--HD JOB 3" ; +label variable ER25228 "ACCURACY OF ELAPSED WEEKS--HD JOB 3" ; +label variable ER25229 "BC43 HOURS/WEEK WORKED--JOB 3" ; +label variable ER25230 "ACCURACY OF HR/WK WORKED--HD JOB 3" ; +label variable ER25231 "BC44 WTR WORKED OT--JOB 3" ; +label variable ER25232 "BC45 AMT OF OT WORKED--JOB 3" ; +label variable ER25233 "BC45 OT TIME UNIT--JOB 3" ; +label variable ER25234 "ACCURACY OF OT--HD JOB 3" ; +label variable ER25235 "BC46 AMOUNT EARNED LAST YEAR--JOB 3" ; +label variable ER25236 "BC46 PER FOR AMT EARNED LAST YR--JOB 3" ; +label variable ER25237 "BC51 WHY JOB ENDED--JOB 3" ; +label variable ER25238 "BC6 BEGINNING MONTH--JOB 4" ; +label variable ER25239 "BC6 BEGINNING YEAR--JOB 4" ; +label variable ER25240 "BC6 ENDING MONTH--JOB 4" ; +label variable ER25241 "BC6 ENDING YEAR--JOB 4" ; +label variable ER25242 "BC6 WTR EMPLOYED--JOB 4 JAN" ; +label variable ER25243 "BC6 WTR EMPLOYED--JOB 4 FEB" ; +label variable ER25244 "BC6 WTR EMPLOYED--JOB 4 MAR" ; +label variable ER25245 "BC6 WTR EMPLOYED--JOB 4 APR" ; +label variable ER25246 "BC6 WTR EMPLOYED--JOB 4 MAY" ; +label variable ER25247 "BC6 WTR EMPLOYED--JOB 4 JUN" ; +label variable ER25248 "BC6 WTR EMPLOYED--JOB 4 JUL" ; +label variable ER25249 "BC6 WTR EMPLOYED--JOB 4 AUG" ; +label variable ER25250 "BC6 WTR EMPLOYED--JOB 4 SEP" ; +label variable ER25251 "BC6 WTR EMPLOYED--JOB 4 OCT" ; +label variable ER25252 "BC6 WTR EMPLOYED--JOB 4 NOV" ; +label variable ER25253 "BC6 WTR EMPLOYED--JOB 4 DEC" ; +label variable ER25254 "BC20 MAIN OCC FOR JOB 4: 2000 CODE (HD)" ; +label variable ER25255 "BC21 MAIN IND FOR JOB 4: 2000 CODE (HD)" ; +label variable ER25256 "BC22 WORK SELF/OTR?--JOB 4" ; +label variable ER25257 "BC23 CORP/UNCORP BUS--JOB 4" ; +label variable ER25258 "BC24 WORK FOR GOVT?--JOB 4" ; +label variable ER25259 "CALCULATED ELAPSED WEEKS--HD JOB 4" ; +label variable ER25260 "ACCURACY OF ELAPSED WEEKS--HD JOB 4" ; +label variable ER25261 "BC43 HOURS/WEEK WORKED--JOB 4" ; +label variable ER25262 "ACCURACY OF HR/WK WORKED--HD JOB 4" ; +label variable ER25263 "BC44 WTR WORKED OT--JOB 4" ; +label variable ER25264 "BC45 AMT OF OT WORKED--JOB 4" ; +label variable ER25265 "BC45 OT TIME UNIT--JOB 4" ; +label variable ER25266 "ACCURACY OF OT--HD JOB 4" ; +label variable ER25267 "BC46 AMOUNT EARNED LAST YEAR--JOB 4" ; +label variable ER25268 "BC46 PER FOR AMT EARNED LAST YR--JOB 4" ; +label variable ER25269 "BC51 WHY JOB ENDED--JOB 4" ; +label variable ER25270 "NUMBER OF ADDITIONAL JOBS--HD" ; +label variable ER25271 "BC10 WTR OTRS ILL (HD)" ; +label variable ER25272 "BC10 DAYS OTHERS SICK" ; +label variable ER25273 "ACCURACY OF DAYS OTRS SICK (HD)" ; +label variable ER25274 "BC10 WEEKS OTHERS SICK" ; +label variable ER25275 "ACCURACY OF WEEKS OTRS SICK (HD)" ; +label variable ER25276 "BC10 MONTHS OTHERS SICK" ; +label variable ER25277 "ACCURACY OF MONTHS OTRS SICK (HD)" ; +label variable ER25278 "BC11 WTR SELF ILL (HD)" ; +label variable ER25279 "BC11 DAYS SELF SICK" ; +label variable ER25280 "ACCURACY OF DAYS SELF ILL (HD)" ; +label variable ER25281 "BC11 WEEKS SELF SICK" ; +label variable ER25282 "ACCURACY OF WEEKS SELF ILL (HD)" ; +label variable ER25283 "BC11 MONTHS SELF SICK" ; +label variable ER25284 "ACCURACY OF MONTHS SELF ILL (HD)" ; +label variable ER25285 "BC12 WTR VACATION (HD)" ; +label variable ER25286 "BC12 DAYS VACATION" ; +label variable ER25287 "ACCURACY OF DAYS VACATION (HD)" ; +label variable ER25288 "BC12 WEEKS VACATION" ; +label variable ER25289 "ACCURACY OF WEEKS VACATION (HD)" ; +label variable ER25290 "BC12 MONTHS VACATION" ; +label variable ER25291 "ACCURACY OF MONTHS VACATION (HD)" ; +label variable ER25292 "BC13 WTR STRIKE (HD)" ; +label variable ER25293 "BC13 DAYS STRIKE" ; +label variable ER25294 "ACCURACY OF STRIKE DAYS (HD)" ; +label variable ER25295 "BC13 WEEKS STRIKE" ; +label variable ER25296 "ACCURACY OF STRIKE WEEKS (HD)" ; +label variable ER25297 "BC13 MONTHS STRIKE" ; +label variable ER25298 "ACCURACY OF STRIKE MONTHS (HD)" ; +label variable ER25299 "BC14 WTR LAID OFF (HD)" ; +label variable ER25300 "BC14 DAYS LAID OFF" ; +label variable ER25301 "ACCURACY OF DAYS LAID OFF (HD)" ; +label variable ER25302 "BC14 WEEKS LAID OFF" ; +label variable ER25303 "ACCURACY OF WEEKS LAID OFF (HD)" ; +label variable ER25304 "BC14 MONTHS LAID OFF" ; +label variable ER25305 "ACCURACY OF MONTHS LAID OFF (HD)" ; +label variable ER25306 "BC8 WTR UNEMPLOYED(HD)" ; +label variable ER25307 "BC8 DAYS UNEMPLOYED" ; +label variable ER25308 "ACCURACY OF DAYS UNEMPLOYED (HD)" ; +label variable ER25309 "BC8 WEEKS UNEMPLOYED" ; +label variable ER25310 "ACCURACY OF WEEKS UNEMPLOYED (HD)" ; +label variable ER25311 "BC8 MONTHS UNEMPLOYED" ; +label variable ER25312 "ACCURACY OF MONTHS UNEMPLOYED (HD)" ; +label variable ER25313 "BC8 WTR UNEMPLOYED JAN" ; +label variable ER25314 "BC8 WTR UNEMPLOYED FEB" ; +label variable ER25315 "BC8 WTR UNEMPLOYED MAR" ; +label variable ER25316 "BC8 WTR UNEMPLOYED APR" ; +label variable ER25317 "BC8 WTR UNEMPLOYED MAY" ; +label variable ER25318 "BC8 WTR UNEMPLOYED JUN" ; +label variable ER25319 "BC8 WTR UNEMPLOYED JUL" ; +label variable ER25320 "BC8 WTR UNEMPLOYED AUG" ; +label variable ER25321 "BC8 WTR UNEMPLOYED SEP" ; +label variable ER25322 "BC8 WTR UNEMPLOYED OCT" ; +label variable ER25323 "BC8 WTR UNEMPLOYED NOV" ; +label variable ER25324 "BC8 WTR UNEMPLOYED DEC" ; +label variable ER25325 "BC7 WTR OUT LAB FRC(H)" ; +label variable ER25326 "BC7 DAYS OUT OF LAB FORCE" ; +label variable ER25327 "ACCURACY OF DAYS OUT OF LAB FORCE (HD)" ; +label variable ER25328 "BC7WEEKS OUT LABOR FORCE" ; +label variable ER25329 "ACCURACY OF WKS OUT OF LAB FORCE (HD)" ; +label variable ER25330 "BC7 MONTHS OUT LABR FORCE" ; +label variable ER25331 "ACCURACY OF MOS OUT OF LAB FORCE (HD)" ; +label variable ER25332 "BC7 WTR OUT LAB FORC JAN" ; +label variable ER25333 "BC7 WTR OUT LAB FORC FEB" ; +label variable ER25334 "BC7 WTR OUT LAB FORC MAR" ; +label variable ER25335 "BC7 WTR OUT LAB FORC APR" ; +label variable ER25336 "BC7 WTR OUT LAB FORC MAY" ; +label variable ER25337 "BC7 WTR OUT LAB FORC JUN" ; +label variable ER25338 "BC7 WTR OUT LAB FORC JUL" ; +label variable ER25339 "BC7 WTR OUT LAB FORC AUG" ; +label variable ER25340 "BC7 WTR OUT LAB FORC SEP" ; +label variable ER25341 "BC7 WTR OUT LAB FORC OCT" ; +label variable ER25342 "BC7 WTR OUT LAB FORC NOV" ; +label variable ER25343 "BC7 WTR OUT LAB FORC DEC" ; +label variable ER25344 "BC54 TOTAL WEEKS WORKED" ; +label variable ER25345 "BC56 TOTAL HOURS WORKED" ; +label variable ER25346 "BC62 WTR EVER WORKED" ; +label variable ER25347 "BC63 MO LAST WORKED" ; +label variable ER25348 "BC63 YR LAST WORKED" ; +label variable ER25349 "BC64 WTR LOOKING FOR JOB" ; +label variable ER25350 "BC65 WTR PUBLIC EMP AGENCY (HD)" ; +label variable ER25351 "BC65 WTR PRIVATE EMP AGENCY (HD)" ; +label variable ER25352 "BC65 WTR CHKD W/CURRENT EMP (HD)" ; +label variable ER25353 "BC65 WTR CHKD W/OTHER EMP (HD)" ; +label variable ER25354 "BC65 WTR CHKD W/FRIEND OR REL (HD)" ; +label variable ER25355 "BC65 WTR PLACED OR ANSWERED ADS (HD)" ; +label variable ER25356 "BC65 WTR OTHER ACTIVITY (HD)" ; +label variable ER25357 "BC65 WTR DONE NOTHING (HD)" ; +label variable ER25358 "BC67 YRS LOOK WRK (H-U)" ; +label variable ER25359 "BC67 MOS LOOK WRK (H-U)" ; +label variable ER25360 "BC67 WKS LOOK WRK (H-U)" ; +label variable ER25361 "DE1 CKPT: WTR WIFE IN FU" ; +label variable ER25362 "DE1 EMPLOYMENT STATUS-1ST MENTION" ; +label variable ER25363 "DE1 EMPLOYMENT STATUS-2ND MENTION" ; +label variable ER25364 "DE1 EMPLOYMENT STATUS-3RD MENTION" ; +label variable ER25365 "DE2 YEAR RETIRED (WF-R)" ; +label variable ER25366 "DE3 WTR WORK FOR MONEY" ; +label variable ER25367 "DE3A WTR WORKD SINCE JAN 1 OF PRIOR YEAR" ; +label variable ER25368 "DE16-17 MAIN JOB INDICATOR" ; +label variable ER25369 "DE6 BEGINNING MONTH--JOB 1" ; +label variable ER25370 "DE6 BEGINNING YEAR--JOB 1" ; +label variable ER25371 "DE6 ENDING MONTH--JOB 1" ; +label variable ER25372 "DE6 ENDING YEAR--JOB 1" ; +label variable ER25373 "DE6 WTR EMPLOYED--JOB 1 JAN" ; +label variable ER25374 "DE6 WTR EMPLOYED--JOB 1 FEB" ; +label variable ER25375 "DE6 WTR EMPLOYED--JOB 1 MAR" ; +label variable ER25376 "DE6 WTR EMPLOYED--JOB 1 APR" ; +label variable ER25377 "DE6 WTR EMPLOYED--JOB 1 MAY" ; +label variable ER25378 "DE6 WTR EMPLOYED--JOB 1 JUN" ; +label variable ER25379 "DE6 WTR EMPLOYED--JOB 1 JUL" ; +label variable ER25380 "DE6 WTR EMPLOYED--JOB 1 AUG" ; +label variable ER25381 "DE6 WTR EMPLOYED--JOB 1 SEP" ; +label variable ER25382 "DE6 WTR EMPLOYED--JOB 1 OCT" ; +label variable ER25383 "DE6 WTR EMPLOYED--JOB 1 NOV" ; +label variable ER25384 "DE6 WTR EMPLOYED--JOB 1 DEC" ; +label variable ER25385 "DE20 MAIN OCC FOR JOB 1: 2000 CODE (WF)" ; +label variable ER25386 "DE21 MAIN IND FOR JOB 1: 2000 CODE (WF)" ; +label variable ER25387 "DE22 WORK SELF/OTR?--JOB 1" ; +label variable ER25388 "DE23 CORP/UNCORP BUS--JOB 1" ; +label variable ER25389 "DE24 WORK FOR GOVT?--JOB 1" ; +label variable ER25390 "DE25A NUMBER EMPLOYED AT WORK LOCATION" ; +label variable ER25391 "DE25B WTR 200 OR MORE" ; +label variable ER25392 "DE25C WTR 100 OR MORE" ; +label variable ER25393 "DE25D WTR 50 OR MORE" ; +label variable ER25394 "DE25E WTR 500 OR MORE" ; +label variable ER25395 "DE25F WTR 1000 OR MORE" ; +label variable ER25396 "DE26 JOB NOW UNION? (W-E)" ; +label variable ER25397 "DE27 BELONG UNION? (WF-E)" ; +label variable ER25398 "DE28A WTR JOB REQUIRES COMPUTER USE" ; +label variable ER25399 "DE29 SLRY/HRLY/OTR (W-E)" ; +label variable ER25400 "DE30 SALARY AMOUNT" ; +label variable ER25401 "DE30 SALARY PER WHAT" ; +label variable ER25402 "DE31 WTR SAL PD OT (WF-E)" ; +label variable ER25403 "DE32 HOW PAID FOR OT" ; +label variable ER25404 "DE32A EXACT OT PAY IF SALARIED" ; +label variable ER25405 "DE32A EXACT OT PAY PER" ; +label variable ER25406 "DE33 HOURLY REGULAR RATE" ; +label variable ER25407 "DE34 OT DIFFERENTIAL 1ST" ; +label variable ER25408 "DE34 OT DIFFERENTIAL 2ND" ; +label variable ER25409 "DE34 OT DIFFERENTIAL 3RD" ; +label variable ER25410 "DE34A EXACT OT PAY IF HOURLY" ; +label variable ER25411 "DE34A EXACT OT PAY PER" ; +label variable ER25412 "DE36 AVG TIPS/COMM" ; +label variable ER25413 "DE36 TIPS/COMM PER WHAT" ; +label variable ER25414 "DE37 AVG TIPS/COMM" ; +label variable ER25415 "DE37 TIPS/COMM PER WHAT" ; +label variable ER25416 "DE38 HOW PAID-OTR (WF-E)" ; +label variable ER25417 "DE39 OT RATE" ; +label variable ER25418 "DE41 YRS PRES EMP (W-E)" ; +label variable ER25419 "DE41 MOS PRES EMP (W-E)" ; +label variable ER25420 "DE41 WKS PRES EMP (W-E)" ; +label variable ER25421 "CALCULATED ELAPSED WEEKS--WF JOB 1" ; +label variable ER25422 "ACCURACY OF ELAPSED WEEKS--WF JOB 1" ; +label variable ER25423 "DE43 HOURS/WEEK WORKED--JOB 1" ; +label variable ER25424 "ACCURACY OF HR/WK WORKED--WF JOB 1" ; +label variable ER25425 "DE44 WTR WORKED OT--JOB 1" ; +label variable ER25426 "DE45 AMT OF OT WORKED--JOB 1" ; +label variable ER25427 "DE45 OT TIME UNIT--JOB 1" ; +label variable ER25428 "ACCURACY OF OT--WF JOB 1" ; +label variable ER25429 "DE46 AMOUNT EARNED LAST YEAR--JOB 1" ; +label variable ER25430 "DE46 PER FOR AMT EARNED LAST YR--JOB 1" ; +label variable ER25431 "DE51 WHY LAST JOB END (WF-U)" ; +label variable ER25432 "DE6 BEGINNING MONTH--JOB 2" ; +label variable ER25433 "DE6 BEGINNING YEAR--JOB 2" ; +label variable ER25434 "DE6 ENDING MONTH--JOB 2" ; +label variable ER25435 "DE6 ENDING YEAR--JOB 2" ; +label variable ER25436 "DE6 WTR EMPLOYED--JOB 2 JAN" ; +label variable ER25437 "DE6 WTR EMPLOYED--JOB 2 FEB" ; +label variable ER25438 "DE6 WTR EMPLOYED--JOB 2 MAR" ; +label variable ER25439 "DE6 WTR EMPLOYED--JOB 2 APR" ; +label variable ER25440 "DE6 WTR EMPLOYED--JOB 2 MAY" ; +label variable ER25441 "DE6 WTR EMPLOYED--JOB 2 JUN" ; +label variable ER25442 "DE6 WTR EMPLOYED--JOB 2 JUL" ; +label variable ER25443 "DE6 WTR EMPLOYED--JOB 2 AUG" ; +label variable ER25444 "DE6 WTR EMPLOYED--JOB 2 SEP" ; +label variable ER25445 "DE6 WTR EMPLOYED--JOB 2 OCT" ; +label variable ER25446 "DE6 WTR EMPLOYED--JOB 2 NOV" ; +label variable ER25447 "DE6 WTR EMPLOYED--JOB 2 DEC" ; +label variable ER25448 "DE20 MAIN OCC FOR JOB 2: 2000 CODE (WF)" ; +label variable ER25449 "DE21 MAIN IND FOR JOB 2: 2000 CODE (WF)" ; +label variable ER25450 "DE22 WORK SELF/OTR?--JOB 2" ; +label variable ER25451 "DE23 CORP/UNCORP BUS--JOB 2" ; +label variable ER25452 "DE24 WORK FOR GOVT?--JOB 2" ; +label variable ER25453 "CALCULATED ELAPSED WEEKS--WF JOB 2" ; +label variable ER25454 "ACCURACY OF ELAPSED WEEKS--WF JOB 2" ; +label variable ER25455 "DE43 HOURS/WEEK WORKED--JOB 2" ; +label variable ER25456 "ACCURACY OF HR/WK WORKED--WF JOB 2" ; +label variable ER25457 "DE44 WTR WORKED OT--JOB 2" ; +label variable ER25458 "DE45 AMT OF OT WORKED--JOB 2" ; +label variable ER25459 "DE45 OT TIME UNIT--JOB 2" ; +label variable ER25460 "ACCURACY OF OT--WF JOB 2" ; +label variable ER25461 "DE46 AMOUNT EARNED LAST YEAR--JOB 2" ; +label variable ER25462 "DE46 PER FOR AMT EARNED LAST YR--JOB 2" ; +label variable ER25463 "DE51 WHY JOB ENDED--JOB 2" ; +label variable ER25464 "DE6 BEGINNING MONTH--JOB 3" ; +label variable ER25465 "DE6 BEGINNING YEAR--JOB 3" ; +label variable ER25466 "DE6 ENDING MONTH--JOB 3" ; +label variable ER25467 "DE6 ENDING YEAR--JOB 3" ; +label variable ER25468 "DE6 WTR EMPLOYED--JOB 3 JAN" ; +label variable ER25469 "DE6 WTR EMPLOYED--JOB 3 FEB" ; +label variable ER25470 "DE6 WTR EMPLOYED--JOB 3 MAR" ; +label variable ER25471 "DE6 WTR EMPLOYED--JOB 3 APR" ; +label variable ER25472 "DE6 WTR EMPLOYED--JOB 3 MAY" ; +label variable ER25473 "DE6 WTR EMPLOYED--JOB 3 JUN" ; +label variable ER25474 "DE6 WTR EMPLOYED--JOB 3 JUL" ; +label variable ER25475 "DE6 WTR EMPLOYED--JOB 3 AUG" ; +label variable ER25476 "DE6 WTR EMPLOYED--JOB 3 SEP" ; +label variable ER25477 "DE6 WTR EMPLOYED--JOB 3 OCT" ; +label variable ER25478 "DE6 WTR EMPLOYED--JOB 3 NOV" ; +label variable ER25479 "DE6 WTR EMPLOYED--JOB 3 DEC" ; +label variable ER25480 "DE20 MAIN OCC FOR JOB 3: 2000 CODE (WF)" ; +label variable ER25481 "DE21 MAIN IND FOR JOB 3: 2000 CODE (WF)" ; +label variable ER25482 "DE22 WORK SELF/OTR?--JOB 3" ; +label variable ER25483 "DE23 CORP/UNCORP BUS--JOB 3" ; +label variable ER25484 "DE24 WORK FOR GOVT?--JOB 3" ; +label variable ER25485 "CALCULATED ELAPSED WEEKS--WF JOB 3" ; +label variable ER25486 "ACCURACY OF ELAPSED WEEKS--WF JOB 3" ; +label variable ER25487 "DE43 HOURS/WEEK WORKED--JOB 3" ; +label variable ER25488 "ACCURACY OF HR/WK WORKED--WF JOB 3" ; +label variable ER25489 "DE44 WTR WORKED OT--JOB 3" ; +label variable ER25490 "DE45 AMT OF OT WORKED--JOB 3" ; +label variable ER25491 "DE45 OT TIME UNIT--JOB 3" ; +label variable ER25492 "ACCURACY OF OT--WF JOB 3" ; +label variable ER25493 "DE46 AMOUNT EARNED LAST YEAR--JOB 3" ; +label variable ER25494 "DE46 PER FOR AMT EARNED LAST YR--JOB 3" ; +label variable ER25495 "DE51 WHY JOB ENDED--JOB 3" ; +label variable ER25496 "DE6 BEGINNING MONTH--JOB 4" ; +label variable ER25497 "DE6 BEGINNING YEAR--JOB 4" ; +label variable ER25498 "DE6 ENDING MONTH--JOB 4" ; +label variable ER25499 "DE6 ENDING YEAR--JOB 4" ; +label variable ER25500 "DE6 WTR EMPLOYED--JOB 4 JAN" ; +label variable ER25501 "DE6 WTR EMPLOYED--JOB 4 FEB" ; +label variable ER25502 "DE6 WTR EMPLOYED--JOB 4 MAR" ; +label variable ER25503 "DE6 WTR EMPLOYED--JOB 4 APR" ; +label variable ER25504 "DE6 WTR EMPLOYED--JOB 4 MAY" ; +label variable ER25505 "DE6 WTR EMPLOYED--JOB 4 JUN" ; +label variable ER25506 "DE6 WTR EMPLOYED--JOB 4 JUL" ; +label variable ER25507 "DE6 WTR EMPLOYED--JOB 4 AUG" ; +label variable ER25508 "DE6 WTR EMPLOYED--JOB 4 SEP" ; +label variable ER25509 "DE6 WTR EMPLOYED--JOB 4 OCT" ; +label variable ER25510 "DE6 WTR EMPLOYED--JOB 4 NOV" ; +label variable ER25511 "DE6 WTR EMPLOYED--JOB 4 DEC" ; +label variable ER25512 "DE20 MAIN OCC FOR JOB 4: 2000 CODE (WF)" ; +label variable ER25513 "DE21 MAIN IND FOR JOB 4: 2000 CODE (WF)" ; +label variable ER25514 "DE22 WORK SELF/OTR?--JOB 4" ; +label variable ER25515 "DE23 CORP/UNCORP BUS--JOB 4" ; +label variable ER25516 "DE24 WORK FOR GOVT?--JOB 4" ; +label variable ER25517 "CALCULATED ELAPSED WEEKS--WF JOB 4" ; +label variable ER25518 "ACCURACY OF ELAPSED WEEKS--WF JOB 4" ; +label variable ER25519 "DE43 HOURS/WEEK WORKED--JOB 4" ; +label variable ER25520 "ACCURACY OF HR/WK WORKED--WF JOB 4" ; +label variable ER25521 "DE44 WTR WORKED OT--JOB 4" ; +label variable ER25522 "DE45 AMT OF OT WORKED--JOB 4" ; +label variable ER25523 "DE45 OT TIME UNIT--JOB 4" ; +label variable ER25524 "ACCURACY OF OT--WF JOB 4" ; +label variable ER25525 "DE46 AMOUNT EARNED LAST YEAR--JOB 4" ; +label variable ER25526 "DE46 PER FOR AMT EARNED LAST YR--JOB 4" ; +label variable ER25527 "DE51 WHY JOB ENDED--JOB 4" ; +label variable ER25528 "NUMBER OF ADDITIONAL JOBS--WF" ; +label variable ER25529 "DE10 WTR OTRS ILL (WF)" ; +label variable ER25530 "DE10 DAYS OTHERS SICK" ; +label variable ER25531 "ACCURACY OF DAYS OTRS SICK (WF)" ; +label variable ER25532 "DE10 WEEKS OTHERS SICK" ; +label variable ER25533 "ACCURACY OF WEEKS OTRS SICK (WF)" ; +label variable ER25534 "DE10 MONTHS OTHERS SICK" ; +label variable ER25535 "ACCURACY OF MONTHS OTRS SICK (WF)" ; +label variable ER25536 "DE11 WTR SELF ILL (WF)" ; +label variable ER25537 "DE11 DAYS SELF SICK" ; +label variable ER25538 "ACCURACY OF DAYS SELF ILL (WF)" ; +label variable ER25539 "DE11 WEEKS SELF SICK" ; +label variable ER25540 "ACCURACY OF WEEKS SELF ILL (WF)" ; +label variable ER25541 "DE11 MONTHS SELF SICK" ; +label variable ER25542 "ACCURACY OF MONTHS SELF ILL (WF)" ; +label variable ER25543 "DE12 WTR VACATION (WF)" ; +label variable ER25544 "DE12 DAYS VACATION" ; +label variable ER25545 "ACCURACY OF DAYS VACATION (WF)" ; +label variable ER25546 "DE12 WEEKS VACATION" ; +label variable ER25547 "ACCURACY OF WEEKS VACATION (WF)" ; +label variable ER25548 "DE12 MONTHS VACATION" ; +label variable ER25549 "ACCURACY OF MONTHS VACATION (WF)" ; +label variable ER25550 "DE13 WTR STRIKE (WF)" ; +label variable ER25551 "DE13 DAYS STRIKE" ; +label variable ER25552 "ACCURACY OF STRIKE DAYS (WF)" ; +label variable ER25553 "DE13 WEEKS STRIKE" ; +label variable ER25554 "ACCURACY OF STRIKE WEEKS (WF)" ; +label variable ER25555 "DE13 MONTHS STRIKE" ; +label variable ER25556 "ACCURACY OF STRIKE MONTHS (WF)" ; +label variable ER25557 "DE14 WTR LAID OFF (WF)" ; +label variable ER25558 "DE14 DAYS LAID OFF" ; +label variable ER25559 "ACCURACY OF DAYS LAID OFF (WF)" ; +label variable ER25560 "DE14 WEEKS LAID OFF" ; +label variable ER25561 "ACCURACY OF WEEKS LAID OFF (WF)" ; +label variable ER25562 "DE14 MONTHS LAID OFF" ; +label variable ER25563 "ACCURACY OF MONTHS LAID OFF (WF)" ; +label variable ER25564 "DE8 WTR UNEMPLOYED(WF)" ; +label variable ER25565 "DE8 DAYS UNEMPLOYED" ; +label variable ER25566 "ACCURACY OF DAYS UNEMPLOYED (WF)" ; +label variable ER25567 "DE8 WEEKS UNEMPLOYED" ; +label variable ER25568 "ACCURACY OF WEEKS UNEMPLOYED (WF)" ; +label variable ER25569 "DE8 MONTHS UNEMPLOYED" ; +label variable ER25570 "ACCURACY OF MONTHS UNEMPLOYED (WF)" ; +label variable ER25571 "DE8 WTR UNEMPLOYED JAN" ; +label variable ER25572 "DE8 WTR UNEMPLOYED FEB" ; +label variable ER25573 "DE8 WTR UNEMPLOYED MAR" ; +label variable ER25574 "DE8 WTR UNEMPLOYED APR" ; +label variable ER25575 "DE8 WTR UNEMPLOYED MAY" ; +label variable ER25576 "DE8 WTR UNEMPLOYED JUN" ; +label variable ER25577 "DE8 WTR UNEMPLOYED JUL" ; +label variable ER25578 "DE8 WTR UNEMPLOYED AUG" ; +label variable ER25579 "DE8 WTR UNEMPLOYED SEP" ; +label variable ER25580 "DE8 WTR UNEMPLOYED OCT" ; +label variable ER25581 "DE8 WTR UNEMPLOYED NOV" ; +label variable ER25582 "DE8 WTR UNEMPLOYED DEC" ; +label variable ER25583 "DE7 WTR OUT LAB FRC(W)" ; +label variable ER25584 "DE7 DAYS OUT OF LAB FORCE" ; +label variable ER25585 "ACCURACY OF DAYS OUT OF LAB FORCE (WF)" ; +label variable ER25586 "DE7WEEKS OUT LABOR FORCE" ; +label variable ER25587 "ACCURACY OF WKS OUT OF LAB FORCE (WF)" ; +label variable ER25588 "DE7 MONTHS OUT LABR FORCE" ; +label variable ER25589 "ACCURACY OF MOS OUT OF LAB FORCE (WF)" ; +label variable ER25590 "DE7 WTR OUT LAB FORC JAN" ; +label variable ER25591 "DE7 WTR OUT LAB FORC FEB" ; +label variable ER25592 "DE7 WTR OUT LAB FORC MAR" ; +label variable ER25593 "DE7 WTR OUT LAB FORC APR" ; +label variable ER25594 "DE7 WTR OUT LAB FORC MAY" ; +label variable ER25595 "DE7 WTR OUT LAB FORC JUN" ; +label variable ER25596 "DE7 WTR OUT LAB FORC JUL" ; +label variable ER25597 "DE7 WTR OUT LAB FORC AUG" ; +label variable ER25598 "DE7 WTR OUT LAB FORC SEP" ; +label variable ER25599 "DE7 WTR OUT LAB FORC OCT" ; +label variable ER25600 "DE7 WTR OUT LAB FORC NOV" ; +label variable ER25601 "DE7 WTR OUT LAB FORC DEC" ; +label variable ER25602 "DE54 TOTAL WEEKS WORKED" ; +label variable ER25603 "DE56 TOTAL HOURS WORKED" ; +label variable ER25604 "DE62 WTR EVER WORKED" ; +label variable ER25605 "DE63 MO LAST WORKED" ; +label variable ER25606 "DE63 YR LAST WORKED" ; +label variable ER25607 "DE64 WTR LOOKING FOR JOB" ; +label variable ER25608 "DE65 WTR PUBLIC EMP AGENCY (WF)" ; +label variable ER25609 "DE65 WTR PRIVATE EMP AGENCY (WF)" ; +label variable ER25610 "DE65 WTR CHKD W/CURRENT EMP (WF)" ; +label variable ER25611 "DE65 WTR CHKD W/OTHER EMP (WF)" ; +label variable ER25612 "DE65 WTR CHKD W/FRIEND OR REL (WF)" ; +label variable ER25613 "DE65 WTR PLACED OR ANSWERED ADS (WF)" ; +label variable ER25614 "DE65 WTR OTHER ACTIVITY (WF)" ; +label variable ER25615 "DE65 WTR DONE NOTHING (WF)" ; +label variable ER25616 "DE67 YRS LOOK WRK (W-U)" ; +label variable ER25617 "DE67 MOS LOOK WRK (W-U)" ; +label variable ER25618 "DE67 WKS LOOK WRK (W-U)" ; +label variable ER25619 "F1 CKPT:TYPE HD+WF" ; +label variable ER25620 "F2 HOUSEWORK HRS-WIFE" ; +label variable ER25621 "ACCURACY OF WF HOUSEWORK HRS" ; +label variable ER25622 "F3 HOUSEWORK HOURS-HEAD" ; +label variable ER25623 "ACCURACY OF HD HOUSEWORK HRS" ; +label variable ER25624 "F5 FAM TOGETHR MAIN MEAL" ; +label variable ER25625 "F6 CKPT: WTR CHILD 5-18 IN FU LAST YEAR" ; +label variable ER25626 "F6A WTR CH REC FREE/LOW LUNCH LAST YR" ; +label variable ER25627 "F6B WTR CH REC FREE/LOW BKFST LAST YR" ; +label variable ER25628 "F6D COST CHILD CARE LAST YEAR" ; +label variable ER25629 "F6E WTR CHILD IN DAY CARE CNTR LAST YR" ; +label variable ER25630 "F6F WTR MEALS/SNACKS PROVIDED TO CHILD" ; +label variable ER25631 "F6G WTR DAY CARE IN CHILD/ADULT FOOD PGM" ; +label variable ER25632 "F6H FU FEMALE 15-45/CHILD <5 LAST YR" ; +label variable ER25633 "F6I WTR RECD FOOD THROUGH WIC PROGRAM" ; +label variable ER25634 "F7 WTR ADULT IN ADULT DAY CARE PREV YR" ; +label variable ER25635 "F7A AMT PAID FOR ADULT DAY CARE" ; +label variable ER25636 "F7B WTR FU MEMBER 60+ LAST YR" ; +label variable ER25637 "F7C WTR RECD FREE/REDUCD MEALS LAST YR" ; +label variable ER25638 "F8 WTR USED FOOD STAMPS 2 YRS AGO" ; +label variable ER25639 "F9 VALUE OF FOOD STAMPS 2 YRS AGO" ; +label variable ER25640 "F9 TIME UNIT-VALUE FOOD STAMPS 2 YRS AGO" ; +label variable ER25641 "ACCURACY OF FOOD STAMPS 2 YEARS AGO" ; +label variable ER25642 "F10 WTR RECVD FOOD STAMPS JAN 2 YRS AGO" ; +label variable ER25643 "F10 WTR RECVD FOOD STAMPS FEB 2 YRS AGO" ; +label variable ER25644 "F10 WTR RECVD FOOD STAMPS MAR 2 YRS AGO" ; +label variable ER25645 "F10 WTR RECVD FOOD STAMPS APR 2 YRS AGO" ; +label variable ER25646 "F10 WTR RECVD FOOD STAMPS MAY 2 YRS AGO" ; +label variable ER25647 "F10 WTR RECVD FOOD STAMPS JUN 2 YRS AGO" ; +label variable ER25648 "F10 WTR RECVD FOOD STAMPS JUL 2 YRS AGO" ; +label variable ER25649 "F10 WTR RECVD FOOD STAMPS AUG 2 YRS AGO" ; +label variable ER25650 "F10 WTR RECVD FOOD STAMPS SEP 2 YRS AGO" ; +label variable ER25651 "F10 WTR RECVD FOOD STAMPS OCT 2 YRS AGO" ; +label variable ER25652 "F10 WTR RECVD FOOD STAMPS NOV 2 YRS AGO" ; +label variable ER25653 "F10 WTR RECVD FOOD STAMPS DEC 2 YRS AGO" ; +label variable ER25654 "F11 WTR RECEIVED FOOD STAMPS LAST YEAR" ; +label variable ER25655 "F12 VALUE OF FOOD STAMPS LAST YEAR" ; +label variable ER25656 "F12 TIME UNIT-VALUE FOOD STAMPS LAST YR" ; +label variable ER25657 "ACCURACY OF FOOD STAMPS LAST YEAR" ; +label variable ER25658 "F13 WTR RECVD FOOD STAMPS JAN LAST YEAR" ; +label variable ER25659 "F13 WTR RECVD FOOD STAMPS FEB LAST YEAR" ; +label variable ER25660 "F13 WTR RECVD FOOD STAMPS MAR LAST YEAR" ; +label variable ER25661 "F13 WTR RECVD FOOD STAMPS APR LAST YEAR" ; +label variable ER25662 "F13 WTR RECVD FOOD STAMPS MAY LAST YEAR" ; +label variable ER25663 "F13 WTR RECVD FOOD STAMPS JUN LAST YEAR" ; +label variable ER25664 "F13 WTR RECVD FOOD STAMPS JUL LAST YEAR" ; +label variable ER25665 "F13 WTR RECVD FOOD STAMPS AUG LAST YEAR" ; +label variable ER25666 "F13 WTR RECVD FOOD STAMPS SEP LAST YEAR" ; +label variable ER25667 "F13 WTR RECVD FOOD STAMPS OCT LAST YEAR" ; +label variable ER25668 "F13 WTR RECVD FOOD STAMPS NOV LAST YEAR" ; +label variable ER25669 "F13 WTR RECVD FOOD STAMPS DEC LAST YEAR" ; +label variable ER25670 "F14 WTR RECEIVED FOOD STAMPS THIS YEAR" ; +label variable ER25671 "F14A WTR RECVD FOOD STAMPS JAN THIS YEAR" ; +label variable ER25672 "F14A WTR RECVD FOOD STAMPS FEB THIS YEAR" ; +label variable ER25673 "F14A WTR RECVD FOOD STAMPS MAR THIS YEAR" ; +label variable ER25674 "F14A WTR RECVD FOOD STAMPS APR THIS YEAR" ; +label variable ER25675 "F14A WTR RECVD FOOD STAMPS MAY THIS YEAR" ; +label variable ER25676 "F14A WTR RECVD FOOD STAMPS JUN THIS YEAR" ; +label variable ER25677 "F14A WTR RECVD FOOD STAMPS JUL THIS YEAR" ; +label variable ER25678 "F14A WTR RECVD FOOD STAMPS AUG THIS YEAR" ; +label variable ER25679 "F14A WTR RECVD FOOD STAMPS SEP THIS YEAR" ; +label variable ER25680 "F14A WTR RECVD FOOD STAMPS OCT THIS YEAR" ; +label variable ER25681 "F14A WTR RECVD FOOD STAMPS NOV THIS YEAR" ; +label variable ER25682 "F14A WTR RECVD FOOD STAMPS DEC THIS YEAR" ; +label variable ER25683 "F15 # FU MEMBERS RECEIVED FOOD STAMPS" ; +label variable ER25684 "F16 VALUE OF FOOD STAMPS RECD THIS YR" ; +label variable ER25685 "F16 VALUE OF FOOD STAMPS PER" ; +label variable ER25686 "ACCURACY OF FOOD STAMPS THIS YEAR" ; +label variable ER25687 "F17 WTR BUY FOOD TO USE AT HOME" ; +label variable ER25688 "F18 REPORTED COST OF FOOD AT HOME" ; +label variable ER25689 "F18 COST OF FOOD AT HOME PER" ; +label variable ER25690 "ACCURACY OF FOOD AT HOME-RECD FD STAMPS" ; +label variable ER25691 "F19 WTR FOOD DELIVERED TO HOME" ; +label variable ER25692 "F20 COST OF DELIVERED FOOD" ; +label variable ER25693 "F20 COST OF DELIVERED FOOD PER" ; +label variable ER25694 "ACCURACY OF DELIVERD FOOD-RECD FD STAMPS" ; +label variable ER25695 "F21 COST OF FOOD EATEN OUT" ; +label variable ER25696 "F21 COST OF FOOD EATEN OUT PER" ; +label variable ER25697 "ACCURACY OF FOOD EATN OUT-RECD FD STAMPS" ; +label variable ER25698 "F22 REPORTED COST OF FOOD AT HOME" ; +label variable ER25699 "F22 COST OF FOOD AT HOME PER" ; +label variable ER25700 "ACCURACY OF FOOD AT HOME-NO FD STAMPS" ; +label variable ER25701 "F23 WTR FOOD DELIVERED TO HOME" ; +label variable ER25702 "F24 COST OF DELIVERED FOOD" ; +label variable ER25703 "F24 COST OF DELIVERED FOOD PER" ; +label variable ER25704 "ACCURACY OF DELIVERED FOOD-NO FD STAMPS" ; +label variable ER25705 "F25 COST OF FOOD EATEN OUT" ; +label variable ER25706 "F25 COST OF FOOD EATEN OUT PER" ; +label variable ER25707 "ACCURACY OF FOOD EATEN OUT-NO FD STAMPS" ; +label variable ER25708 "F47 WTR HAVE VEHICLE" ; +label variable ER25709 "F48 NUMBER OF VEHICLES" ; +label variable ER25710 "F49 MANUFACTURER CODE #1" ; +label variable ER25711 "F49 VEHICLE MAKE CODE #1" ; +label variable ER25712 "F49 VEHICLE MODEL YEAR #1" ; +label variable ER25713 "F49 VEHICLE TYPE CODE #1" ; +label variable ER25714 "F51 VEHICLE SIZE #1" ; +label variable ER25715 "F52 CYPSN OF USUAL DRIVER #1" ; +label variable ER25716 "F53 HOW ACQUIRED #1" ; +label variable ER25717 "F54 WTR NEW OR USED #1" ; +label variable ER25718 "F55 YR ACQUIRED #1" ; +label variable ER25719 "F56 MO ACQUIRED #1" ; +label variable ER25720 "F57 WTR USED FOR BUSINESS #1" ; +label variable ER25721 "F58 WTR USED MOSTLY FOR BUSINESS #1" ; +label variable ER25722 "F60 CKPT: WTR OWND/LEASD CAR #1 BY 2003" ; +label variable ER25723 "F61 TOTAL PRICE #1" ; +label variable ER25724 "F62 WTR TRADE-IN #1" ; +label variable ER25725 "F63 TRADE-IN AMOUNT #1" ; +label variable ER25726 "F64 CASH DOWNPMT AMT #1" ; +label variable ER25727 "F65 WTR GOT LOAN #1" ; +label variable ER25728 "F66 LOAN AMOUNT #1" ; +label variable ER25729 "F67 LOAN PAYMENT AMT #1" ; +label variable ER25730 "F67 LOAN PMT AMT PER #1" ; +label variable ER25731 "F69 LOAN TOTAL # PMTS #1" ; +label variable ER25732 "F70 LOAN # PMTS MADE #1" ; +label variable ER25733 "F71 LEASE INITIAL OUTLAY #1" ; +label variable ER25734 "F72 LEASE PMT AMOUNT #1" ; +label variable ER25735 "F72 LEASE AMOUNT PER #1" ; +label variable ER25736 "F73 LEASE TOTAL # PMTS #1" ; +label variable ER25737 "F74 LEASE # PMTS MADE #1" ; +label variable ER25738 "F49 MANUFACTURER CODE #2" ; +label variable ER25739 "F49 VEHICLE MAKE CODE #2" ; +label variable ER25740 "F49 VEHICLE MODEL YEAR #2" ; +label variable ER25741 "F49 VEHICLE TYPE CODE #2" ; +label variable ER25742 "F51 VEHICLE SIZE #2" ; +label variable ER25743 "F52 CYPSN OF USUAL DRIVER #2" ; +label variable ER25744 "F53 HOW ACQUIRED #2" ; +label variable ER25745 "F54 WTR NEW OR USED #2" ; +label variable ER25746 "F55 YR ACQUIRED #2" ; +label variable ER25747 "F55 MO ACQUIRED #2" ; +label variable ER25748 "F57 WTR USED FOR BUSINESS #2" ; +label variable ER25749 "F58 WTR MOSTLY FOR BUSINESS #2" ; +label variable ER25750 "F60 CKPT: WTR OWND/LEASD CAR #2 BY 2003" ; +label variable ER25751 "F61 TOTAL PRICE #2" ; +label variable ER25752 "F62 WTR TRADE-IN #2" ; +label variable ER25753 "F63 TRADE-IN AMOUNT #2" ; +label variable ER25754 "F64 CASH DOWNPMT AMT #2" ; +label variable ER25755 "F65 WTR GOT LOAN #2" ; +label variable ER25756 "F66 LOAN AMOUNT #2" ; +label variable ER25757 "F67 LOAN PAYMENT AMT #2" ; +label variable ER25758 "F67 LOAN PMT AMT PER #2" ; +label variable ER25759 "F69 LOAN TOT # PMTS #2" ; +label variable ER25760 "F70 LOAN # PMTS MADE #2" ; +label variable ER25761 "F71 LEASE INITIAL OUTLAY #2" ; +label variable ER25762 "F72 LEASE PMT AMOUNT #2" ; +label variable ER25763 "F72 LEASE AMOUNT PER #2" ; +label variable ER25764 "F73 LEASE TOTAL # PMTS #2" ; +label variable ER25765 "F74 LEASE # PMTS MADE #2" ; +label variable ER25766 "F49 MANUFACTURER CODE #3" ; +label variable ER25767 "F49 VEHICLE MAKE CODE #3" ; +label variable ER25768 "F49 VEHICLE MODEL YEAR #3" ; +label variable ER25769 "F49 VEHICLE TYPE CODE #3" ; +label variable ER25770 "F51 VEHICLE SIZE #3" ; +label variable ER25771 "F52 CYPSN OF USUAL DRIVER #3" ; +label variable ER25772 "F53 HOW ACQUIRED #3" ; +label variable ER25773 "F54 WTR NEW OR USED #3" ; +label variable ER25774 "F55 YR ACQUIRED #3" ; +label variable ER25775 "F56 MO ACQUIRED #3" ; +label variable ER25776 "F57 WTR USED FOR BUSINESS #3" ; +label variable ER25777 "F58 WTR MOSTLY FOR BUSINESS #3" ; +label variable ER25778 "F60 CKPT: WTR OWND/LEASD CAR #3 BY 2003" ; +label variable ER25779 "F61 TOTAL PRICE #3" ; +label variable ER25780 "F62 WTR TRADE-IN #3" ; +label variable ER25781 "F63 TRADE-IN AMOUNT #3" ; +label variable ER25782 "F64 CASH DOWNPMT AMT #3" ; +label variable ER25783 "F65 WTR GOT LOAN #3" ; +label variable ER25784 "F66 LOAN AMOUNT #3" ; +label variable ER25785 "F67 LOAN PAYMENT AMT #3" ; +label variable ER25786 "F67 LOAN PMT AMT PER #3" ; +label variable ER25787 "F69 LOAN TOTAL # PMTS #3" ; +label variable ER25788 "F70 LOAN # PMTS MADE #3" ; +label variable ER25789 "F71 LEASE INITIAL OUTLAY #3" ; +label variable ER25790 "F72 LEASE PMT AMOUNT #3" ; +label variable ER25791 "F72 LEASE AMOUNT PER #3" ; +label variable ER25792 "F73 LEASE TOTAL # PMTS #3" ; +label variable ER25793 "F74 LEASE # PMTS MADE #3" ; +label variable ER25794 "F77 CAR INSURANCE EXPENSE" ; +label variable ER25795 "F77 CAR INSURANCE PER" ; +label variable ER25796 "F78CKPT WTR OTR VEHICLES" ; +label variable ER25797 "F79 ADDL CAR/LEASE PMTS" ; +label variable ER25798 "F80A CAR REPAIR EXPENSES" ; +label variable ER25799 "F80B GASOLINE EXPENSES" ; +label variable ER25800 "F80C PARKING EXPENSES" ; +label variable ER25801 "F81A BUS/TRAIN FARES" ; +label variable ER25802 "F81B CAB FARE EXPENSES" ; +label variable ER25803 "F81C OTR TRANSP EXPENSES" ; +label variable ER25804 "F82 WTR SCHOOL EXPENSES" ; +label variable ER25805 "F83 TOTAL SCHOOL EXPENSES" ; +label variable ER25806 "F84 WTR OTR SCHOOL EXPENSES" ; +label variable ER25807 "F86 TOTAL OTR SCHOOL EXPENSES" ; +label variable ER25808 "F87 COST OF HOME REPAIRS LAST YEAR" ; +label variable ER25809 "F87 TIME UNIT FOR HOME REPAIRS" ; +label variable ER25810 "F87A WTR $400 OR MORE" ; +label variable ER25811 "F87B WTR $1000 OR MORE" ; +label variable ER25812 "F87C WTR $100 OR MORE" ; +label variable ER25813 "F88 COST OF HHOLD FURNISHINGS LAST YEAR" ; +label variable ER25814 "F88 TIME UNIT FOR HHOLD FURNISHINGS" ; +label variable ER25815 "F88A WTR $500 OR MORE" ; +label variable ER25816 "F88B WTR $1500 OR MORE" ; +label variable ER25817 "F88C WTR $100 OR MORE" ; +label variable ER25818 "F89 COST OF CLOTHING LAST YEAR" ; +label variable ER25819 "F89 TIME UNIT FOR CLOTHING" ; +label variable ER25820 "F89A WTR $700 OR MORE" ; +label variable ER25821 "F89B WTR$1500 OR MORE" ; +label variable ER25822 "F89C WTR $200 OR MORE" ; +label variable ER25823 "F90 COST OF TRIPS, VACATIONS LAST YEAR" ; +label variable ER25824 "F90 TIME UNIT FOR TRIPS, VACATIONS" ; +label variable ER25825 "F90A WTR $500 OR MORE" ; +label variable ER25826 "F90B WTR $1500 OR MORE" ; +label variable ER25827 "F90C WTR $200 OR MORE" ; +label variable ER25828 "F91 COST OF OTR RECREATION LAST YEAR" ; +label variable ER25829 "F91 TIME UNIT FOR OTR RECREATON" ; +label variable ER25830 "F91A WTR $500 OR MORE" ; +label variable ER25831 "F91B WTR $1500 OR MORE" ; +label variable ER25832 "F91C WTR $200 OR MORE" ; +label variable ER25833 "G1A WHETHER HEAD FARMER" ; +label variable ER25834 "G2 TOTAL FARM RECEIPTS" ; +label variable ER25835 "G3 PYR FARM EXPENSES" ; +label variable ER25836 "G4 PYR NET FARM INCOME" ; +label variable ER25837 "ACCURACY OF FARM INCOME" ; +label variable ER25838 "G5 WHETHER BUSINESS" ; +label variable ER25839 "G7A 2-DIGIT INDUSTRY-BUS 1" ; +label variable ER25840 "G8 HEAD OWN BUSINESS 1?" ; +label variable ER25841 "G8 WIFE OWN BUSINESS 1?" ; +label variable ER25842 "G8OTR RELATIVE OWN BUS1?" ; +label variable ER25843 "G8OTHER PERSON OWN BUS1?" ; +label variable ER25844 "HEAD WORK IN BUSINESS 1" ; +label variable ER25845 "HEAD REPORT HRS BUSNS 1" ; +label variable ER25846 "WIFE WORK IN BUSINESS 1" ; +label variable ER25847 "WIFE REPORT HRS BUSNS 1" ; +label variable ER25848 "G10 CORP/UNINCORP BUS1" ; +label variable ER25849 "G11 GROSS RECEIPTS BUS1" ; +label variable ER25850 "G11A EXPENSES BUS 1" ; +label variable ER25851 "G11B PROFIT/LOSS BUS 1" ; +label variable ER25852 "ACCURACY OF BUSINESS1 PROFIT/LOSS" ; +label variable ER25853 "G7A 2-DIGIT INDUSTRY-BUS 2" ; +label variable ER25854 "G8 HEAD OWN BUSINESS 2?" ; +label variable ER25855 "G8 WIFE OWN BUSINESS 2?" ; +label variable ER25856 "G8OTR RELATIVE OWN BUS2?" ; +label variable ER25857 "G8OTHER PERSON OWN BUS2?" ; +label variable ER25858 "HEAD WORK IN BUSINESS 2" ; +label variable ER25859 "HEAD REPORT HRS BUSNS 2" ; +label variable ER25860 "WIFE WORK IN BUSINESS 2" ; +label variable ER25861 "WIFE REPORT HRS BUSNS 2" ; +label variable ER25862 "G10 CORP/UNINCORP BUS2" ; +label variable ER25863 "G11 GROSS RECEIPTS BUS 2" ; +label variable ER25864 "G11A EXPENSES BUS 2" ; +label variable ER25865 "G11B PROFIT/LOSS BUS 2" ; +label variable ER25866 "ACCURACY OF BUSINESS2 PROFIT/LOSS" ; +label variable ER25867 "G7A 2-DIGIT INDUSTRY-BUS 3" ; +label variable ER25868 "G8 HEAD OWN BUSINESS 3?" ; +label variable ER25869 "G8 WIFE OWN BUSINESS 3?" ; +label variable ER25870 "G8OTR RELATIVE OWN BUS3?" ; +label variable ER25871 "G8OTHER PERSON OWN BUS3?" ; +label variable ER25872 "HEAD WORK IN BUSINESS 3" ; +label variable ER25873 "HEAD REPORT HRS BUSNS 3" ; +label variable ER25874 "WIFE WORK IN BUSINESS 3" ; +label variable ER25875 "WIFE REPORT HRS BUSNS 3" ; +label variable ER25876 "G10 CORP/UNINCORP BUS3" ; +label variable ER25877 "G11 GROSS RECEIPTS BUS 3" ; +label variable ER25878 "G11A EXPENSES BUS 3" ; +label variable ER25879 "G11B PROFIT/LOSS BUS 3" ; +label variable ER25880 "ACCURACY OF BUSINESS3 PROFIT/LOSS" ; +label variable ER25881 "G7A 2-DIGIT INDUSTRY-BUS 4" ; +label variable ER25882 "G8 HEAD OWN BUSINESS 4?" ; +label variable ER25883 "G8 WIFE OWN BUSINESS 4?" ; +label variable ER25884 "G8OTR RELATIVE OWN BUS4?" ; +label variable ER25885 "G8OTHER PERSON OWN BUS4?" ; +label variable ER25886 "HEAD WORK IN BUSINESS 4" ; +label variable ER25887 "HEAD REPORT HRS BUSNS 4" ; +label variable ER25888 "WIFE WORK IN BUSINESS 4" ; +label variable ER25889 "WIFE REPORT HRS BUSNS 4" ; +label variable ER25890 "G10 CORP/UNINCORP BUS4" ; +label variable ER25891 "G11 GROSS RECEIPTS BUS 4" ; +label variable ER25892 "G11A EXPENSES BUS 4" ; +label variable ER25893 "G11B PROFIT/LOSS BUS 4" ; +label variable ER25894 "ACCURACY OF BUSINESS4 PROFIT/LOSS" ; +label variable ER25895 "G7A 2-DIGIT INDUSTRY-BUS 5" ; +label variable ER25896 "G8 HEAD OWN BUSINESS 5?" ; +label variable ER25897 "G8 WIFE OWN BUSINESS 5?" ; +label variable ER25898 "G8OTR RELATIVE OWN BUS5?" ; +label variable ER25899 "G8OTHER PERSON OWN BUS5?" ; +label variable ER25900 "HEAD WORK IN BUSINESS 5" ; +label variable ER25901 "HEAD REPORT HRS BUSNS 5" ; +label variable ER25902 "WIFE WORK IN BUSINESS 5" ; +label variable ER25903 "WIFE REPORT HRS BUSNS 5" ; +label variable ER25904 "G10 CORP/UNINCORP BUS5" ; +label variable ER25905 "G11 GROSS RECEIPTS BUS 5" ; +label variable ER25906 "G11A EXPENSES BUS 5" ; +label variable ER25907 "G11B PROFIT/LOSS BUS 5" ; +label variable ER25908 "ACCURACY OF BUSINESS5 PROFIT/LOSS" ; +label variable ER25909 "G12 HEAD HAVE WAGES" ; +label variable ER25910 "G13 WAGES/SALARY OF HEAD" ; +label variable ER25911 "ACCURACY OF WAGES/SALARY-HEAD" ; +label variable ER25912 "G14/16 HD BONUS/OT/COMM" ; +label variable ER25913 "HEAD HAVE BONUS" ; +label variable ER25914 "AMT HEAD BONUS" ; +label variable ER25915 "ACCURACY OF BONUS-HEAD" ; +label variable ER25916 "HEAD HAVE OVERTIME" ; +label variable ER25917 "AMT HEAD OVERTIME" ; +label variable ER25918 "ACCURACY OF OVERTIME-HEAD" ; +label variable ER25919 "HEAD HAVE TIPS" ; +label variable ER25920 "AMT HEAD TIPS" ; +label variable ER25921 "ACCURACY OF TIPS-HEAD" ; +label variable ER25922 "HEAD HAVE COMMISSION" ; +label variable ER25923 "AMT HEAD COMMISSION" ; +label variable ER25924 "ACCURACY OF COMMISSION-HEAD" ; +label variable ER25925 "WTR OTHER LABOR Y-HEAD" ; +label variable ER25926 "AMT OTHER LABOR Y-HEAD" ; +label variable ER25927 "ACCURACY OF OTHER LABOR Y-HEAD" ; +label variable ER25928 "WTR WORK HRS FOR WAGES ETC" ; +label variable ER25929 "G18A WTR HEAD PROF PRACT" ; +label variable ER25930 "AMT PROF PRACTICE OF HD" ; +label variable ER25931 "AMT PROF PRACTICE PER" ; +label variable ER25932 "ACCURACY OF PROF PRACTICE-HEAD" ; +label variable ER25933 "PROF/TRADE INCOME H JAN" ; +label variable ER25934 "PROF/TRADE INCOME H FEB" ; +label variable ER25935 "PROF/TRADE INCOME H MAR" ; +label variable ER25936 "PROF/TRADE INCOME H APR" ; +label variable ER25937 "PROF/TRADE INCOME H MAY" ; +label variable ER25938 "PROF/TRADE INCOME H JUN" ; +label variable ER25939 "PROF/TRADE INCOME H JUL" ; +label variable ER25940 "PROF/TRADE INCOME H AUG" ; +label variable ER25941 "PROF/TRADE INCOME H SEP" ; +label variable ER25942 "PROF/TRADE INCOME H OCT" ; +label variable ER25943 "PROF/TRADE INCOME H NOV" ; +label variable ER25944 "PROF/TRADE INCOME H DEC" ; +label variable ER25945 "G21A WTR WORK HRS FOR PROF PRAC" ; +label variable ER25946 "G18B WTR HEAD MKT GDNING" ; +label variable ER25947 "AMT MKT GARDENING OF HD" ; +label variable ER25948 "AMT MKT GARDENING PER" ; +label variable ER25949 "ACCURACY OF MKT GARDENING-HEAD" ; +label variable ER25950 "GARDEN/FARM INCOME H JAN" ; +label variable ER25951 "GARDEN/FARM INCOME H FEB" ; +label variable ER25952 "GARDEN/FARM INCOME H MAR" ; +label variable ER25953 "GARDEN/FARM INCOME H APR" ; +label variable ER25954 "GARDEN/FARM INCOME H MAY" ; +label variable ER25955 "GARDEN/FARM INCOME H JUN" ; +label variable ER25956 "GARDEN/FARM INCOME H JUL" ; +label variable ER25957 "GARDEN/FARM INCOME H AUG" ; +label variable ER25958 "GARDEN/FARM INCOME H SEP" ; +label variable ER25959 "GARDEN/FARM INCOME H OCT" ; +label variable ER25960 "GARDEN/FARM INCOME H NOV" ; +label variable ER25961 "GARDEN/FARM INCOME H DEC" ; +label variable ER25962 "G21B WTR WORK HRS FOR MKT GRDNG" ; +label variable ER25963 "G18C WTR HEAD ROOMERS" ; +label variable ER25964 "AMT ROOMERS/BOARDERS HD" ; +label variable ER25965 "AMT ROOMERS/BOARDERS PER" ; +label variable ER25966 "ACCURACY OF ROOMERS/BOARDERS-HEAD" ; +label variable ER25967 "ROOM/BORD INCOME H JAN" ; +label variable ER25968 "ROOM/BORD INCOME H FEB" ; +label variable ER25969 "ROOM/BORD INCOME H MAR" ; +label variable ER25970 "ROOM/BORD INCOME H APR" ; +label variable ER25971 "ROOM/BORD INCOME H MAY" ; +label variable ER25972 "ROOM/BORD INCOME H JUN" ; +label variable ER25973 "ROOM/BORD INCOME H JUL" ; +label variable ER25974 "ROOM/BORD INCOME H AUG" ; +label variable ER25975 "ROOM/BORD INCOME H SEP" ; +label variable ER25976 "ROOM/BORD INCOME H OCT" ; +label variable ER25977 "ROOM/BORD INCOME H NOV" ; +label variable ER25978 "ROOM/BORD INCOME H DEC" ; +label variable ER25979 "G21C WTR WORK HRS FOR ROOMERS" ; +label variable ER25980 "G23 WTR INCL EARNINGS XTRA JOB" ; +label variable ER25981 "AMT FROM XTRA JOBS" ; +label variable ER25982 "ACCURACY OF XTRA JOB INCOME-HEAD" ; +label variable ER25983 "G25A WHETHER RENT HEAD" ; +label variable ER25984 "RENT OF HEAD" ; +label variable ER25985 "RENT OF HEAD PER" ; +label variable ER25986 "ACCURACY OF RENT-HEAD" ; +label variable ER25987 "G26A2 WTR RENT JOINT WITH WIFE" ; +label variable ER25988 "RENT INCOME HEAD JAN" ; +label variable ER25989 "RENT INCOME HEAD FEB" ; +label variable ER25990 "RENT INCOME HEAD MAR" ; +label variable ER25991 "RENT INCOME HEAD APR" ; +label variable ER25992 "RENT INCOME HEAD MAY" ; +label variable ER25993 "RENT INCOME HEAD JUN" ; +label variable ER25994 "RENT INCOME HEAD JUL" ; +label variable ER25995 "RENT INCOME HEAD AUG" ; +label variable ER25996 "RENT INCOME HEAD SEP" ; +label variable ER25997 "RENT INCOME HEAD OCT" ; +label variable ER25998 "RENT INCOME HEAD NOV" ; +label variable ER25999 "RENT INCOME HEAD DEC" ; +label variable ER26000 "G25B WHETHER DIVIDENDS HEAD" ; +label variable ER26001 "DIVIDENDS OF HEAD" ; +label variable ER26002 "DIVIDENDS OF HEAD PER" ; +label variable ER26003 "ACCURACY OF DIVIDENDS-HEAD" ; +label variable ER26004 "G26B2 WTR DIVIDENDS JOINT WITH WIFE" ; +label variable ER26005 "DIVIDEND INCOME HEAD JAN" ; +label variable ER26006 "DIVIDEND INCOME HEAD FEB" ; +label variable ER26007 "DIVIDEND INCOME HEAD MAR" ; +label variable ER26008 "DIVIDEND INCOME HEAD APR" ; +label variable ER26009 "DIVIDEND INCOME HEAD MAY" ; +label variable ER26010 "DIVIDEND INCOME HEAD JUN" ; +label variable ER26011 "DIVIDEND INCOME HEAD JUL" ; +label variable ER26012 "DIVIDEND INCOME HEAD AUG" ; +label variable ER26013 "DIVIDEND INCOME HEAD SEP" ; +label variable ER26014 "DIVIDEND INCOME HEAD OCT" ; +label variable ER26015 "DIVIDEND INCOME HEAD NOV" ; +label variable ER26016 "DIVIDEND INCOME HEAD DEC" ; +label variable ER26017 "G25C WHETHER INTEREST HEAD" ; +label variable ER26018 "INTEREST OF HEAD" ; +label variable ER26019 "INTEREST OF HEAD PER" ; +label variable ER26020 "ACCURACY OF INTEREST-HEAD" ; +label variable ER26021 "G26C2 WTR INTEREST JOINT WITH WIFE" ; +label variable ER26022 "INTEREST INCOME HEAD JAN" ; +label variable ER26023 "INTEREST INCOME HEAD FEB" ; +label variable ER26024 "INTEREST INCOME HEAD MAR" ; +label variable ER26025 "INTEREST INCOME HEAD APR" ; +label variable ER26026 "INTEREST INCOME HEAD MAY" ; +label variable ER26027 "INTEREST INCOME HEAD JUN" ; +label variable ER26028 "INTEREST INCOME HEAD JUL" ; +label variable ER26029 "INTEREST INCOME HEAD AUG" ; +label variable ER26030 "INTEREST INCOME HEAD SEP" ; +label variable ER26031 "INTEREST INCOME HEAD OCT" ; +label variable ER26032 "INTEREST INCOME HEAD NOV" ; +label variable ER26033 "INTEREST INCOME HEAD DEC" ; +label variable ER26034 "WHETHER TRUST FUND HEAD" ; +label variable ER26035 "G25D TRUST FUND OF HEAD" ; +label variable ER26036 "TRUST FUND OF HEAD PER" ; +label variable ER26037 "ACCURACY OF TRUST FUND-HEAD" ; +label variable ER26038 "TRUST/ROYAL INCOME H JAN" ; +label variable ER26039 "TRUST/ROYAL INCOME H FEB" ; +label variable ER26040 "TRUST/ROYAL INCOME H MAR" ; +label variable ER26041 "TRUST/ROYAL INCOME H APR" ; +label variable ER26042 "TRUST/ROYAL INCOME H MAY" ; +label variable ER26043 "TRUST/ROYAL INCOME H JUN" ; +label variable ER26044 "TRUST/ROYAL INCOME H JUL" ; +label variable ER26045 "TRUST/ROYAL INCOME H AUG" ; +label variable ER26046 "TRUST/ROYAL INCOME H SEP" ; +label variable ER26047 "TRUST/ROYAL INCOME H OCT" ; +label variable ER26048 "TRUST/ROYAL INCOME H NOV" ; +label variable ER26049 "TRUST/ROYAL INCOME H DEC" ; +label variable ER26050 "G25E WHETHER ADC/TANF HEAD" ; +label variable ER26051 "ADC/TANF OF HEAD" ; +label variable ER26052 "ADC/TANF OF HEAD PER" ; +label variable ER26053 "ACCURACY OF ADC/TANF-HEAD" ; +label variable ER26054 "ADC/TANF INCOME HEAD JAN" ; +label variable ER26055 "ADC/TANF INCOME HEAD FEB" ; +label variable ER26056 "ADC/TANF INCOME HEAD MAR" ; +label variable ER26057 "ADC/TANF INCOME HEAD APR" ; +label variable ER26058 "ADC/TANF INCOME HEAD MAY" ; +label variable ER26059 "ADC/TANF INCOME HEAD JUN" ; +label variable ER26060 "ADC/TANF INCOME HEAD JUL" ; +label variable ER26061 "ADC/TANF INCOME HEAD AUG" ; +label variable ER26062 "ADC/TANF INCOME HEAD SEP" ; +label variable ER26063 "ADC/TANF INCOME HEAD OCT" ; +label variable ER26064 "ADC/TANF INCOME HEAD NOV" ; +label variable ER26065 "ADC/TANF INCOME HEAD DEC" ; +label variable ER26066 "G25F WHETHER SSI HEAD" ; +label variable ER26067 "HEAD SSI SELF/ELSE/BOTH" ; +label variable ER26068 "SSI OF HEAD" ; +label variable ER26069 "SSI OF HEAD PER" ; +label variable ER26070 "ACCURACY OF SSI-HEAD" ; +label variable ER26071 "SSI INCOME HEAD JAN" ; +label variable ER26072 "SSI INCOME HEAD FEB" ; +label variable ER26073 "SSI INCOME HEAD MAR" ; +label variable ER26074 "SSI INCOME HEAD APR" ; +label variable ER26075 "SSI INCOME HEAD MAY" ; +label variable ER26076 "SSI INCOME HEAD JUN" ; +label variable ER26077 "SSI INCOME HEAD JUL" ; +label variable ER26078 "SSI INCOME HEAD AUG" ; +label variable ER26079 "SSI INCOME HEAD SEP" ; +label variable ER26080 "SSI INCOME HEAD OCT" ; +label variable ER26081 "SSI INCOME HEAD NOV" ; +label variable ER26082 "SSI INCOME HEAD DEC" ; +label variable ER26083 "G25G WHETHER OTHER WELFARE HD" ; +label variable ER26084 "OTHER WELFARE OF HEAD" ; +label variable ER26085 "OTHER WELFARE OF HD PER" ; +label variable ER26086 "ACCURACY OF OTR WELFARE-HEAD" ; +label variable ER26087 "OTR WELFARE INCOME H JAN" ; +label variable ER26088 "OTR WELFARE INCOME H FEB" ; +label variable ER26089 "OTR WELFARE INCOME H MAR" ; +label variable ER26090 "OTR WELFARE INCOME H APR" ; +label variable ER26091 "OTR WELFARE INCOME H MAY" ; +label variable ER26092 "OTR WELFARE INCOME H JUN" ; +label variable ER26093 "OTR WELFARE INCOME H JUL" ; +label variable ER26094 "OTR WELFARE INCOME H AUG" ; +label variable ER26095 "OTR WELFARE INCOME H SEP" ; +label variable ER26096 "OTR WELFARE INCOME H OCT" ; +label variable ER26097 "OTR WELFARE INCOME H NOV" ; +label variable ER26098 "OTR WELFARE INCOME H DEC" ; +label variable ER26099 "G31 ANY FU MEMB GET SOCSEC" ; +label variable ER26100 "G37 WHETHER HEAD VA PENSION" ; +label variable ER26101 "VA PENSION OF HEAD AMT" ; +label variable ER26102 "VA PENSION OF HEAD PER" ; +label variable ER26103 "ACCURACY OF VA PENSION-HEAD" ; +label variable ER26104 "VA INCOME HEAD JAN" ; +label variable ER26105 "VA INCOME HEAD FEB" ; +label variable ER26106 "VA INCOME HEAD MAR" ; +label variable ER26107 "VA INCOME HEAD APR" ; +label variable ER26108 "VA INCOME HEAD MAY" ; +label variable ER26109 "VA INCOME HEAD JUN" ; +label variable ER26110 "VA INCOME HEAD JUL" ; +label variable ER26111 "VA INCOME HEAD AUG" ; +label variable ER26112 "VA INCOME HEAD SEP" ; +label variable ER26113 "VA INCOME HEAD OCT" ; +label variable ER26114 "VA INCOME HEAD NOV" ; +label variable ER26115 "VA INCOME HEAD DEC" ; +label variable ER26116 "G40A WTR NONVA RETIREMT-HEAD" ; +label variable ER26117 "NONVA RETIREMENT-HEAD" ; +label variable ER26118 "NONVA RETIREMENT PER-HD" ; +label variable ER26119 "ACCURACY OF NONVA RETIREMENT-HEAD" ; +label variable ER26120 "RETIREMENT INCOME H JAN" ; +label variable ER26121 "RETIREMENT INCOME H FEB" ; +label variable ER26122 "RETIREMENT INCOME H MAR" ; +label variable ER26123 "RETIREMENT INCOME H APR" ; +label variable ER26124 "RETIREMENT INCOME H MAY" ; +label variable ER26125 "RETIREMENT INCOME H JUN" ; +label variable ER26126 "RETIREMENT INCOME H JUL" ; +label variable ER26127 "RETIREMENT INCOME H AUG" ; +label variable ER26128 "RETIREMENT INCOME H SEP" ; +label variable ER26129 "RETIREMENT INCOME H OCT" ; +label variable ER26130 "RETIREMENT INCOME H NOV" ; +label variable ER26131 "RETIREMENT INCOME H DEC" ; +label variable ER26132 "G40B WHETHER HEAD ANNUITIES" ; +label variable ER26133 "ANNUITIES OF HEAD" ; +label variable ER26134 "ANNUITIES OF HEAD PER" ; +label variable ER26135 "ACCURACY OF ANNUITIES-HEAD" ; +label variable ER26136 "ANNUITIES INCOME JAN" ; +label variable ER26137 "ANNUITIES INCOME FEB" ; +label variable ER26138 "ANNUITIES INCOME MAR" ; +label variable ER26139 "ANNUITIES INCOME APR" ; +label variable ER26140 "ANNUITIES INCOME MAY" ; +label variable ER26141 "ANNUITIES INCOME JUN" ; +label variable ER26142 "ANNUITIES INCOME JUL" ; +label variable ER26143 "ANNUITIES INCOME AUG" ; +label variable ER26144 "ANNUITIES INCOME SEP" ; +label variable ER26145 "ANNUITIES INCOME OCT" ; +label variable ER26146 "ANNUITIES INCOME NOV" ; +label variable ER26147 "ANNUITIES INCOME DEC" ; +label variable ER26148 "G40C WHETHER HEAD OTR PENSION" ; +label variable ER26149 "OTHER PENSION OF HEAD" ; +label variable ER26150 "OTHER PENSION OF HD PER" ; +label variable ER26151 "ACCURACY OF OTR PENSION-HEAD" ; +label variable ER26152 "OTR PENSION HEAD JAN" ; +label variable ER26153 "OTR PENSION HEAD FEB" ; +label variable ER26154 "OTR PENSION HEAD MAR" ; +label variable ER26155 "OTR PENSION HEAD APR" ; +label variable ER26156 "OTR PENSION HEAD MAY" ; +label variable ER26157 "OTR PENSION HEAD JUN" ; +label variable ER26158 "OTR PENSION HEAD JUL" ; +label variable ER26159 "OTR PENSION HEAD AUG" ; +label variable ER26160 "OTR PENSION HEAD SEP" ; +label variable ER26161 "OTR PENSION HEAD OCT" ; +label variable ER26162 "OTR PENSION HEAD NOV" ; +label variable ER26163 "OTR PENSION HEAD DEC" ; +label variable ER26164 "G43 NUM OF HEAD NON VA PENSN" ; +label variable ER26165 "G44A WTR UNEMPL COMP OF HEAD" ; +label variable ER26166 "AMT UNEMPL COMP OF HEAD" ; +label variable ER26167 "AMT UNEMPL COMP HD PER" ; +label variable ER26168 "ACCURACY OF UNEMPL COMP-HEAD" ; +label variable ER26169 "UNEMPLOY INCOME HEAD JAN" ; +label variable ER26170 "UNEMPLOY INCOME HEAD FEB" ; +label variable ER26171 "UNEMPLOY INCOME HEAD MAR" ; +label variable ER26172 "UNEMPLOY INCOME HEAD APR" ; +label variable ER26173 "UNEMPLOY INCOME HEAD MAY" ; +label variable ER26174 "UNEMPLOY INCOME HEAD JUN" ; +label variable ER26175 "UNEMPLOY INCOME HEAD JUL" ; +label variable ER26176 "UNEMPLOY INCOME HEAD AUG" ; +label variable ER26177 "UNEMPLOY INCOME HEAD SEP" ; +label variable ER26178 "UNEMPLOY INCOME HEAD OCT" ; +label variable ER26179 "UNEMPLOY INCOME HEAD NOV" ; +label variable ER26180 "UNEMPLOY INCOME HEAD DEC" ; +label variable ER26181 "G44B WTR WORKMEN COMP OF HEAD" ; +label variable ER26182 "AMT WORKMEN COMP OF HEAD" ; +label variable ER26183 "AMT WORKMEN COMP HD PER" ; +label variable ER26184 "ACCURACY OF WORKMEN COMP-HEAD" ; +label variable ER26185 "WORKER COMP INCOME H JAN" ; +label variable ER26186 "WORKER COMP INCOME H FEB" ; +label variable ER26187 "WORKER COMP INCOME H MAR" ; +label variable ER26188 "WORKER COMP INCOME H APR" ; +label variable ER26189 "WORKER COMP INCOME H MAY" ; +label variable ER26190 "WORKER COMP INCOME H JUN" ; +label variable ER26191 "WORKER COMP INCOME H JUL" ; +label variable ER26192 "WORKER COMP INCOME H AUG" ; +label variable ER26193 "WORKER COMP INCOME H SEP" ; +label variable ER26194 "WORKER COMP INCOME H OCT" ; +label variable ER26195 "WORKER COMP INCOME H NOV" ; +label variable ER26196 "WORKER COMP INCOME H DEC" ; +label variable ER26197 "G44C WTR CHILD SUPPORT OF HD" ; +label variable ER26198 "AMT CHILD SUPPORT OF HD" ; +label variable ER26199 "AMT CHILD SUPPORT HD PER" ; +label variable ER26200 "ACCURACY OF CHILD SUPPORT-HEAD" ; +label variable ER26201 "CHILD SUPPORT INC H JAN" ; +label variable ER26202 "CHILD SUPPORT INC H FEB" ; +label variable ER26203 "CHILD SUPPORT INC H MAR" ; +label variable ER26204 "CHILD SUPPORT INC H APR" ; +label variable ER26205 "CHILD SUPPORT INC H MAY" ; +label variable ER26206 "CHILD SUPPORT INC H JUN" ; +label variable ER26207 "CHILD SUPPORT INC H JUL" ; +label variable ER26208 "CHILD SUPPORT INC H AUG" ; +label variable ER26209 "CHILD SUPPORT INC H SEP" ; +label variable ER26210 "CHILD SUPPORT INC H OCT" ; +label variable ER26211 "CHILD SUPPORT INC H NOV" ; +label variable ER26212 "CHILD SUPPORT INC H DEC" ; +label variable ER26213 "G44D WTR ALIMONY OF HEAD" ; +label variable ER26214 "AMT ALIMONY OF HEAD" ; +label variable ER26215 "AMT ALIMONY OF HEAD PER" ; +label variable ER26216 "ACCURACY OF ALIMONY-HEAD" ; +label variable ER26217 "ALIMONY INCOME HEAD JAN" ; +label variable ER26218 "ALIMONY INCOME HEAD FEB" ; +label variable ER26219 "ALIMONY INCOME HEAD MAR" ; +label variable ER26220 "ALIMONY INCOME HEAD APR" ; +label variable ER26221 "ALIMONY INCOME HEAD MAY" ; +label variable ER26222 "ALIMONY INCOME HEAD JUN" ; +label variable ER26223 "ALIMONY INCOME HEAD JUL" ; +label variable ER26224 "ALIMONY INCOME HEAD AUG" ; +label variable ER26225 "ALIMONY INCOME HEAD SEP" ; +label variable ER26226 "ALIMONY INCOME HEAD OCT" ; +label variable ER26227 "ALIMONY INCOME HEAD NOV" ; +label variable ER26228 "ALIMONY INCOME HEAD DEC" ; +label variable ER26229 "G44E WTR HELP FRM RELATIV HEAD" ; +label variable ER26230 "AMT HELP FRM RELATIV HD" ; +label variable ER26231 "AMT HELP FRM RELATIV PER" ; +label variable ER26232 "ACCURACY OF HELP FRM RELATIV-HEAD" ; +label variable ER26233 "HELP FROM RELATIVE H JAN" ; +label variable ER26234 "HELP FROM RELATIVE H FEB" ; +label variable ER26235 "HELP FROM RELATIVE H MAR" ; +label variable ER26236 "HELP FROM RELATIVE H APR" ; +label variable ER26237 "HELP FROM RELATIVE H MAY" ; +label variable ER26238 "HELP FROM RELATIVE H JUN" ; +label variable ER26239 "HELP FROM RELATIVE H JUL" ; +label variable ER26240 "HELP FROM RELATIVE H AUG" ; +label variable ER26241 "HELP FROM RELATIVE H SEP" ; +label variable ER26242 "HELP FROM RELATIVE H OCT" ; +label variable ER26243 "HELP FROM RELATIVE H NOV" ; +label variable ER26244 "HELP FROM RELATIVE H DEC" ; +label variable ER26245 "G44F WTR HELP FRM OTHERS HEAD" ; +label variable ER26246 "AMT HELP FRM OTHERS HD" ; +label variable ER26247 "AMT HELP FRM OTHERS PER" ; +label variable ER26248 "ACCURACY OF HELP FRM OTHERS-HEAD" ; +label variable ER26249 "HELP FROM OTHERS H JAN" ; +label variable ER26250 "HELP FROM OTHERS H FEB" ; +label variable ER26251 "HELP FROM OTHERS H MAR" ; +label variable ER26252 "HELP FROM OTHERS H APR" ; +label variable ER26253 "HELP FROM OTHERS H MAY" ; +label variable ER26254 "HELP FROM OTHERS H JUN" ; +label variable ER26255 "HELP FROM OTHERS H JUL" ; +label variable ER26256 "HELP FROM OTHERS H AUG" ; +label variable ER26257 "HELP FROM OTHERS H SEP" ; +label variable ER26258 "HELP FROM OTHERS H OCT" ; +label variable ER26259 "HELP FROM OTHERS H NOV" ; +label variable ER26260 "HELP FROM OTHERS H DEC" ; +label variable ER26261 "G44G WTR ANYTHING ELSE OF HD" ; +label variable ER26262 "AMT ANYTHING ELSE OF HD" ; +label variable ER26263 "AMT ANYTHING ELSE PER" ; +label variable ER26264 "ACCURACY OF ANYTHING ELSE-HEAD" ; +label variable ER26265 "ANY OTHER INCOME H JAN" ; +label variable ER26266 "ANY OTHER INCOME H FEB" ; +label variable ER26267 "ANY OTHER INCOME H MAR" ; +label variable ER26268 "ANY OTHER INCOME H APR" ; +label variable ER26269 "ANY OTHER INCOME H MAY" ; +label variable ER26270 "ANY OTHER INCOME H JUN" ; +label variable ER26271 "ANY OTHER INCOME H JUL" ; +label variable ER26272 "ANY OTHER INCOME H AUG" ; +label variable ER26273 "ANY OTHER INCOME H SEP" ; +label variable ER26274 "ANY OTHER INCOME H OCT" ; +label variable ER26275 "ANY OTHER INCOME H NOV" ; +label variable ER26276 "ANY OTHER INCOME H DEC" ; +label variable ER26277 "G49 WTR WIFE IN FU NOW" ; +label variable ER26278 "G50 WHETHER WIFE HAD INCOME" ; +label variable ER26279 "G51A WHETHER WIFE LABOR INC" ; +label variable ER26280 "G51B WHETHER WFE INC FRM WORK" ; +label variable ER26281 "WAGES/SALARY OF WIFE" ; +label variable ER26282 "ACCURACY OF WAGES/SALARY-WIFE" ; +label variable ER26283 "G52B WTR WORK HOURS FOR WIFE" ; +label variable ER26284 "G53 WHETHER UNEMPLOYMENT WFE" ; +label variable ER26285 "UNEMPLOYMNT COMP OF WIFE" ; +label variable ER26286 "UNEMPLOYMNT COMP WFE PER" ; +label variable ER26287 "ACCURACY OF UNEMPLOYMENT COMP-WIFE" ; +label variable ER26288 "UNEMPLOY INCOME WIFE JAN" ; +label variable ER26289 "UNEMPLOY INCOME WIFE FEB" ; +label variable ER26290 "UNEMPLOY INCOME WIFE MAR" ; +label variable ER26291 "UNEMPLOY INCOME WIFE APR" ; +label variable ER26292 "UNEMPLOY INCOME WIFE MAY" ; +label variable ER26293 "UNEMPLOY INCOME WIFE JUN" ; +label variable ER26294 "UNEMPLOY INCOME WIFE JUL" ; +label variable ER26295 "UNEMPLOY INCOME WIFE AUG" ; +label variable ER26296 "UNEMPLOY INCOME WIFE SEP" ; +label variable ER26297 "UNEMPLOY INCOME WIFE OCT" ; +label variable ER26298 "UNEMPLOY INCOME WIFE NOV" ; +label variable ER26299 "UNEMPLOY INCOME WIFE DEC" ; +label variable ER26300 "G56 WHETHER WORKERS COMP WFE" ; +label variable ER26301 "WORKERS COMP OF WIFE" ; +label variable ER26302 "WORKERS COMP OF WIFE PER" ; +label variable ER26303 "ACCURACY OF WORKERS COMP-WIFE" ; +label variable ER26304 "WORKER COMP INCOME W JAN" ; +label variable ER26305 "WORKER COMP INCOME W FEB" ; +label variable ER26306 "WORKER COMP INCOME W MAR" ; +label variable ER26307 "WORKER COMP INCOME W APR" ; +label variable ER26308 "WORKER COMP INCOME W MAY" ; +label variable ER26309 "WORKER COMP INCOME W JUN" ; +label variable ER26310 "WORKER COMP INCOME W JUL" ; +label variable ER26311 "WORKER COMP INCOME W AUG" ; +label variable ER26312 "WORKER COMP INCOME W SEP" ; +label variable ER26313 "WORKER COMP INCOME W OCT" ; +label variable ER26314 "WORKER COMP INCOME W NOV" ; +label variable ER26315 "WORKER COMP INCOME W DEC" ; +label variable ER26316 "G59A WHETHER WIFE RENT" ; +label variable ER26317 "RENT OF WIFE AMT" ; +label variable ER26318 "RENT OF WIFE PER" ; +label variable ER26319 "ACCURACY OF RENT-WIFE" ; +label variable ER26320 "G59A3 WTR RENT ADDITIONAL TO HEAD AMT" ; +label variable ER26321 "RENT INCOME WIFE JAN" ; +label variable ER26322 "RENT INCOME WIFE FEB" ; +label variable ER26323 "RENT INCOME WIFE MAR" ; +label variable ER26324 "RENT INCOME WIFE APR" ; +label variable ER26325 "RENT INCOME WIFE MAY" ; +label variable ER26326 "RENT INCOME WIFE JUN" ; +label variable ER26327 "RENT INCOME WIFE JUL" ; +label variable ER26328 "RENT INCOME WIFE AUG" ; +label variable ER26329 "RENT INCOME WIFE SEP" ; +label variable ER26330 "RENT INCOME WIFE OCT" ; +label variable ER26331 "RENT INCOME WIFE NOV" ; +label variable ER26332 "RENT INCOME WIFE DEC" ; +label variable ER26333 "G59B WHETHER WIFE DIVIDENDS" ; +label variable ER26334 "DIVIDENDS OF WIFE AMT" ; +label variable ER26335 "DIVIDENDS OF WIFE PER" ; +label variable ER26336 "ACCURACY OF DIVIDENDS-WIFE" ; +label variable ER26337 "G59B3 WTR DIVS ADDITIONAL TO HEAD AMT" ; +label variable ER26338 "DIVIDEND INCOME WIFE JAN" ; +label variable ER26339 "DIVIDEND INCOME WIFE FEB" ; +label variable ER26340 "DIVIDEND INCOME WIFE MAR" ; +label variable ER26341 "DIVIDEND INCOME WIFE APR" ; +label variable ER26342 "DIVIDEND INCOME WIFE MAY" ; +label variable ER26343 "DIVIDEND INCOME WIFE JUN" ; +label variable ER26344 "DIVIDEND INCOME WIFE JUL" ; +label variable ER26345 "DIVIDEND INCOME WIFE AUG" ; +label variable ER26346 "DIVIDEND INCOME WIFE SEP" ; +label variable ER26347 "DIVIDEND INCOME WIFE OCT" ; +label variable ER26348 "DIVIDEND INCOME WIFE NOV" ; +label variable ER26349 "DIVIDEND INCOME WIFE DEC" ; +label variable ER26350 "G59C WHETHER WIFE INTEREST" ; +label variable ER26351 "INTEREST OF WIFE AMT" ; +label variable ER26352 "INTEREST OF WIFE AMT PER" ; +label variable ER26353 "ACCURACY OF INTEREST-WIFE" ; +label variable ER26354 "G59C3 WTR INTEREST ADDITNL TO HEAD AMT" ; +label variable ER26355 "INTEREST INCOME WIFE JAN" ; +label variable ER26356 "INTEREST INCOME WIFE FEB" ; +label variable ER26357 "INTEREST INCOME WIFE MAR" ; +label variable ER26358 "INTEREST INCOME WIFE APR" ; +label variable ER26359 "INTEREST INCOME WIFE MAY" ; +label variable ER26360 "INTEREST INCOME WIFE JUN" ; +label variable ER26361 "INTEREST INCOME WIFE JUL" ; +label variable ER26362 "INTEREST INCOME WIFE AUG" ; +label variable ER26363 "INTEREST INCOME WIFE SEP" ; +label variable ER26364 "INTEREST INCOME WIFE OCT" ; +label variable ER26365 "INTEREST INCOME WIFE NOV" ; +label variable ER26366 "INTEREST INCOME WIFE DEC" ; +label variable ER26367 "G59D WHETHER WIFE TRUST FUND" ; +label variable ER26368 "TRUST FUND OF WIFE AMT" ; +label variable ER26369 "TRUST FUND OF WIFE PER" ; +label variable ER26370 "ACCURACY OF TRUST FUND-WIFE" ; +label variable ER26371 "TRUST INCOME WIFE JAN" ; +label variable ER26372 "TRUST INCOME WIFE FEB" ; +label variable ER26373 "TRUST INCOME WIFE MAR" ; +label variable ER26374 "TRUST INCOME WIFE APR" ; +label variable ER26375 "TRUST INCOME WIFE MAY" ; +label variable ER26376 "TRUST INCOME WIFE JUN" ; +label variable ER26377 "TRUST INCOME WIFE JUL" ; +label variable ER26378 "TRUST INCOME WIFE AUG" ; +label variable ER26379 "TRUST INCOME WIFE SEP" ; +label variable ER26380 "TRUST INCOME WIFE OCT" ; +label variable ER26381 "TRUST INCOME WIFE NOV" ; +label variable ER26382 "TRUST INCOME WIFE DEC" ; +label variable ER26383 "G60A WHETHER WIFE RECD SSI" ; +label variable ER26384 "G60A1 WIFE SSI SELF/ELSE/BOTH" ; +label variable ER26385 "SSI OF WIFE AMT" ; +label variable ER26386 "SSI OF WIFE AMT PER" ; +label variable ER26387 "ACCURACY OF SSI-WIFE" ; +label variable ER26388 "SSI INCOME WIFE JAN" ; +label variable ER26389 "SSI INCOME WIFE FEB" ; +label variable ER26390 "SSI INCOME WIFE MAR" ; +label variable ER26391 "SSI INCOME WIFE APR" ; +label variable ER26392 "SSI INCOME WIFE MAY" ; +label variable ER26393 "SSI INCOME WIFE JUN" ; +label variable ER26394 "SSI INCOME WIFE JUL" ; +label variable ER26395 "SSI INCOME WIFE AUG" ; +label variable ER26396 "SSI INCOME WIFE SEP" ; +label variable ER26397 "SSI INCOME WIFE OCT" ; +label variable ER26398 "SSI INCOME WIFE NOV" ; +label variable ER26399 "SSI INCOME WIFE DEC" ; +label variable ER26400 "G60B WTR WIFE RECD ADC/TANF" ; +label variable ER26401 "ADC/TANF OF WIFE AMT" ; +label variable ER26402 "ADC/TANF OF WIFE AMT PER" ; +label variable ER26403 "ACCURACY OF ADC/TANF-WIFE" ; +label variable ER26404 "ADC/TANF INCOME WIFE JAN" ; +label variable ER26405 "ADC/TANF INCOME WIFE FEB" ; +label variable ER26406 "ADC/TANF INCOME WIFE MAR" ; +label variable ER26407 "ADC/TANF INCOME WIFE APR" ; +label variable ER26408 "ADC/TANF INCOME WIFE MAY" ; +label variable ER26409 "ADC/TANF INCOME WIFE JUN" ; +label variable ER26410 "ADC/TANF INCOME WIFE JUL" ; +label variable ER26411 "ADC/TANF INCOME WIFE AUG" ; +label variable ER26412 "ADC/TANF INCOME WIFE SEP" ; +label variable ER26413 "ADC/TANF INCOME WIFE OCT" ; +label variable ER26414 "ADC/TANF INCOME WIFE NOV" ; +label variable ER26415 "ADC/TANF INCOME WIFE DEC" ; +label variable ER26416 "G60C WTR WF RECD CHILD SUPPRT" ; +label variable ER26417 "CHILD SUPPORT OF WF AMT" ; +label variable ER26418 "CHILD SUPPORT OF WF PER" ; +label variable ER26419 "ACCURACY OF CHILD SUPPORT-WIFE" ; +label variable ER26420 "CHILD SUPPORT INC W JAN" ; +label variable ER26421 "CHILD SUPPORT INC W FEB" ; +label variable ER26422 "CHILD SUPPORT INC W MAR" ; +label variable ER26423 "CHILD SUPPORT INC W APR" ; +label variable ER26424 "CHILD SUPPORT INC W MAY" ; +label variable ER26425 "CHILD SUPPORT INC W JUN" ; +label variable ER26426 "CHILD SUPPORT INC W JUL" ; +label variable ER26427 "CHILD SUPPORT INC W AUG" ; +label variable ER26428 "CHILD SUPPORT INC W SEP" ; +label variable ER26429 "CHILD SUPPORT INC W OCT" ; +label variable ER26430 "CHILD SUPPORT INC W NOV" ; +label variable ER26431 "CHILD SUPPORT INC W DEC" ; +label variable ER26432 "G60D WTR WF RECD OTR WELFARE" ; +label variable ER26433 "OTHER WELFARE OF WF AMT" ; +label variable ER26434 "OTHER WELFARE OF WF PER" ; +label variable ER26435 "ACCURACY OF OTHER WELFARE-WIFE" ; +label variable ER26436 "OTHER WELFARE INC W JAN" ; +label variable ER26437 "OTHER WELFARE INC W FEB" ; +label variable ER26438 "OTHER WELFARE INC W MAR" ; +label variable ER26439 "OTHER WELFARE INC W APR" ; +label variable ER26440 "OTHER WELFARE INC W MAY" ; +label variable ER26441 "OTHER WELFARE INC W JUN" ; +label variable ER26442 "OTHER WELFARE INC W JUL" ; +label variable ER26443 "OTHER WELFARE INC W AUG" ; +label variable ER26444 "OTHER WELFARE INC W SEP" ; +label variable ER26445 "OTHER WELFARE INC W OCT" ; +label variable ER26446 "OTHER WELFARE INC W NOV" ; +label variable ER26447 "OTHER WELFARE INC W DEC" ; +label variable ER26448 "G61 WTR WF RECD PENS/ANNUITY" ; +label variable ER26449 "PENSION/ANNUITY WF AMT" ; +label variable ER26450 "PENSION/ANNUITY WF PER" ; +label variable ER26451 "ACCURACY OF PENSION/ANNUITY-WIFE" ; +label variable ER26452 "PENSION/ANNUITY W JAN" ; +label variable ER26453 "PENSION/ANNUITY W FEB" ; +label variable ER26454 "PENSION/ANNUITY W MAR" ; +label variable ER26455 "PENSION/ANNUITY W APR" ; +label variable ER26456 "PENSION/ANNUITY W MAY" ; +label variable ER26457 "PENSION/ANNUITY W JUN" ; +label variable ER26458 "PENSION/ANNUITY W JUL" ; +label variable ER26459 "PENSION/ANNUITY W AUG" ; +label variable ER26460 "PENSION/ANNUITY W SEP" ; +label variable ER26461 "PENSION/ANNUITY W OCT" ; +label variable ER26462 "PENSION/ANNUITY W NOV" ; +label variable ER26463 "PENSION/ANNUITY W DEC" ; +label variable ER26464 "G62A WTR WF HELP FR RELATIVES" ; +label variable ER26465 "HELP FR RELATIVES WF AMT" ; +label variable ER26466 "HELP FR RELS WF PER" ; +label variable ER26467 "ACCURACY OF HELP FRM RELATIVES-WIFE" ; +label variable ER26468 "HELP FR RELATIVES WF JAN" ; +label variable ER26469 "HELP FR RELATIVES WF FEB" ; +label variable ER26470 "HELP FR RELATIVES WF MAR" ; +label variable ER26471 "HELP FR RELATIVES WF APR" ; +label variable ER26472 "HELP FR RELATIVES WF MAY" ; +label variable ER26473 "HELP FR RELATIVES WF JUN" ; +label variable ER26474 "HELP FR RELATIVES WF JUL" ; +label variable ER26475 "HELP FR RELATIVES WF AUG" ; +label variable ER26476 "HELP FR RELATIVES WF SEP" ; +label variable ER26477 "HELP FR RELATIVES WF OCT" ; +label variable ER26478 "HELP FR RELATIVES WF NOV" ; +label variable ER26479 "HELP FR RELATIVES WF DEC" ; +label variable ER26480 "G62B WTR WF HELP FROM FRIENDS" ; +label variable ER26481 "HELP FR FRIENDS WF AMT" ; +label variable ER26482 "HELP FR FRIENDS WF PER" ; +label variable ER26483 "ACCURACY OF HELP FRM FRIENDS-WIFE" ; +label variable ER26484 "HELP FROM FRIENDS W JAN" ; +label variable ER26485 "HELP FROM FRIENDS W FEB" ; +label variable ER26486 "HELP FROM FRIENDS W MAR" ; +label variable ER26487 "HELP FROM FRIENDS W APR" ; +label variable ER26488 "HELP FROM FRIENDS W MAY" ; +label variable ER26489 "HELP FROM FRIENDS W JUN" ; +label variable ER26490 "HELP FROM FRIENDS W JUL" ; +label variable ER26491 "HELP FROM FRIENDS W AUG" ; +label variable ER26492 "HELP FROM FRIENDS W SEP" ; +label variable ER26493 "HELP FROM FRIENDS W OCT" ; +label variable ER26494 "HELP FROM FRIENDS W NOV" ; +label variable ER26495 "HELP FROM FRIENDS W DEC" ; +label variable ER26496 "G63 WTR WFE RECD OTR INCOME" ; +label variable ER26497 "WIFE OTHER INCOME AMT" ; +label variable ER26498 "WIFE OTHER INCOME PER" ; +label variable ER26499 "ACCURACY OF OTHER INCOME-WIFE" ; +label variable ER26500 "ANY OTHER INCOME W JAN" ; +label variable ER26501 "ANY OTHER INCOME W FEB" ; +label variable ER26502 "ANY OTHER INCOME W MAR" ; +label variable ER26503 "ANY OTHER INCOME W APR" ; +label variable ER26504 "ANY OTHER INCOME W MAY" ; +label variable ER26505 "ANY OTHER INCOME W JUN" ; +label variable ER26506 "ANY OTHER INCOME W JUL" ; +label variable ER26507 "ANY OTHER INCOME W AUG" ; +label variable ER26508 "ANY OTHER INCOME W SEP" ; +label variable ER26509 "ANY OTHER INCOME W OCT" ; +label variable ER26510 "ANY OTHER INCOME W NOV" ; +label variable ER26511 "ANY OTHER INCOME W DEC" ; +label variable ER26512 "G99 WTR LUMP SUM PAYMNTS" ; +label variable ER26513 "G100 LUMP SUM PAYMENTS" ; +label variable ER26514 "G101 INHERITANCE" ; +label variable ER26515 "G102 WTR ITEMIZE FOR TAX" ; +label variable ER26516 "G102A ITEMIZED CHARITABLE CONTRIB AMT" ; +label variable ER26517 "G102B ITEMIZED MEDICAL EXPENSES AMT" ; +label variable ER26518 "G103 WTR HELP OTRS" ; +label variable ER26519 "G104 # OTRS SUPPORTED" ; +label variable ER26520 "G105 WHO SUPPORT 1" ; +label variable ER26521 "G105 WHO SUPPORT 2" ; +label variable ER26522 "G105 WHO SUPPORT 3" ; +label variable ER26523 "G105 WHO SUPPORT 4" ; +label variable ER26524 "G105 WHO SUPPORT 5" ; +label variable ER26525 "G106 TOTAL SUPP OF OTRS" ; +label variable ER26526 "G107 ANY CHILD SUPPORT" ; +label variable ER26527 "AMT OF CHLD SUPPRT GIVEN" ; +label variable ER26528 "G109 ANY ALIMONY" ; +label variable ER26529 "AMT OF ALIMONY GIVEN" ; +label variable ER26530 "G112 WTR DEPNDT OTRS" ; +label variable ER26531 "G113 NUMBER DEPNDT OTR" ; +label variable ER26532 "G114 WTR DEPNDT OTHS" ; +label variable ER26533 "W1 WTR OTR REAL ESTATE" ; +label variable ER26534 "W1A WTR SECOND HOME" ; +label variable ER26535 "W2 PROFIT IF SOLD OTR REAL ESTATE" ; +label variable ER26536 "W3 WTR PROFIT GE 50,000" ; +label variable ER26537 "W4 WTR PROFIT GE 150,000" ; +label variable ER26538 "W5 WTR PROFIT GE 5,000" ; +label variable ER26539 "W6 PROFIT IF SOLD VEHICLES" ; +label variable ER26540 "W7 WTR PROFIT GE 10,000" ; +label variable ER26541 "W8 WTR PROFIT GE 25,000" ; +label variable ER26542 "W9 WTR PROFIT GE 2,000" ; +label variable ER26543 "W10 WTR OWN BUSINESS/FARM" ; +label variable ER26544 "W11 PROFIT IF SOLD BUSINESS/FARM" ; +label variable ER26545 "W12 WTR PROFIT GE 50,000" ; +label variable ER26546 "W13 WTR PROFIT GE 200,000" ; +label variable ER26547 "W14 WTR PROFIT GE 10,000" ; +label variable ER26548 "W15 WTR OWN NON-IRA STOCK" ; +label variable ER26549 "W16 PROFIT IF SOLD NON-IRA STOCK" ; +label variable ER26550 "W17 WTR PROFIT GE 25,000" ; +label variable ER26551 "W18 WTR PROFIT GE 50,000" ; +label variable ER26552 "W19 WTR PROFIT GE 5,000" ; +label variable ER26553 "W20 WTR PROFIT GE 100,000" ; +label variable ER26554 "W20D WTR DIVIDEND AMT CORRECT" ; +label variable ER26555 "W20E REVISED DIVIDENDS" ; +label variable ER26556 "W20E REVISED DIVIDENDS PER" ; +label variable ER26557 "W20F WTR REC REV DIVIDENDS IN JAN" ; +label variable ER26558 "W20F WTR REC REV DIVIDENDS IN FEB" ; +label variable ER26559 "W20F WTR REC REV DIVIDENDS IN MAR" ; +label variable ER26560 "W20F WTR REC REV DIVIDENDS IN APR" ; +label variable ER26561 "W20F WTR REC REV DIVIDENDS IN MAY" ; +label variable ER26562 "W20F WTR REC REV DIVIDENDS IN JUN" ; +label variable ER26563 "W20F WTR REC REV DIVIDENDS IN JUL" ; +label variable ER26564 "W20F WTR REC REV DIVIDENDS IN AUG" ; +label variable ER26565 "W20F WTR REC REV DIVIDENDS IN SEP" ; +label variable ER26566 "W20F WTR REC REV DIVIDENDS IN OCT" ; +label variable ER26567 "W20F WTR REC REV DIVIDENDS IN NOV" ; +label variable ER26568 "W20F WTR REC REV DIVIDENDS IN DEC" ; +label variable ER26569 "W21 WTR IRA/PRIVATE ANNUITY" ; +label variable ER26570 "W21A HOW FUNDS INVESTED" ; +label variable ER26571 "W22 VALUE OF IRA/ANNUITY" ; +label variable ER26572 "W23 WTR VALUE GE 25,000" ; +label variable ER26573 "W24 WTR VALUE GE 50,000" ; +label variable ER26574 "W25 WTR VALUE GE 5,000" ; +label variable ER26575 "W26 WTR VALUE GE 100,000" ; +label variable ER26576 "W27 WTR CK/SAVINGS/CD, ETC" ; +label variable ER26577 "W28 AMT ALL ACCOUNTS" ; +label variable ER26578 "W29 WTR VALUE GE 5,000" ; +label variable ER26579 "W30 WTR VALUE GE 10,000" ; +label variable ER26580 "W31 WTR VALUE GE 50,000" ; +label variable ER26581 "W31D WTR INTEREST AMT CORRECT" ; +label variable ER26582 "W31E REVISED INTEREST" ; +label variable ER26583 "W31E REVISED INTEREST PER" ; +label variable ER26584 "W31F WTR REC REV INTEREST IN JAN" ; +label variable ER26585 "W31F WTR REC REV INTEREST IN FEB" ; +label variable ER26586 "W31F WTR REC REV INTEREST IN MAR" ; +label variable ER26587 "W31F WTR REC REV INTEREST IN APR" ; +label variable ER26588 "W31F WTR REC REV INTEREST IN MAY" ; +label variable ER26589 "W31F WTR REC REV INTEREST IN JUN" ; +label variable ER26590 "W31F WTR REC REV INTEREST IN JUL" ; +label variable ER26591 "W31F WTR REC REV INTEREST IN AUG" ; +label variable ER26592 "W31F WTR REC REV INTEREST IN SEP" ; +label variable ER26593 "W31F WTR REC REV INTEREST IN OCT" ; +label variable ER26594 "W31F WTR REC REV INTEREST IN NOV" ; +label variable ER26595 "W31F WTR REC REV INTEREST IN DEC" ; +label variable ER26596 "W32 WTR VALUE GE 1,000" ; +label variable ER26597 "W33 WTR BONDS/INSURANCE, ETC." ; +label variable ER26598 "W34 PROFIT IF SOLD BONDS/INSURANCE" ; +label variable ER26599 "W35 WTR PROFIT GE 10,000" ; +label variable ER26600 "W36 WTR PROFIT GE 25,000" ; +label variable ER26601 "W37 WTR PROFIT GE 2,000" ; +label variable ER26602 "W38 WTR OTHER DEBTS" ; +label variable ER26603 "W39 VALUE ALL DEBTS" ; +label variable ER26604 "W40 WTR DEBTS GE 2,000" ; +label variable ER26605 "W41 WTR DEBTS GE 5,000" ; +label variable ER26606 "W42 WTR DEBTS GE 1,000" ; +label variable ER26607 "W43 WTR CHANGED IRA/PRIVATE ANNUITY" ; +label variable ER26608 "W44 AMT INVESTED IN IRA/ANNUITY" ; +label variable ER26609 "W45 WTR INVEST GE 10,000" ; +label variable ER26610 "W46 WTR INVEST GE 50,000" ; +label variable ER26611 "W47 WTR INVEST GE 5,000" ; +label variable ER26612 "W48 WTR CASHED PNSN/ANNTY/IRA" ; +label variable ER26613 "W49 VALUE PENSION/ANNUITY/IRA" ; +label variable ER26614 "W50 WTR VALUE GE 10,000" ; +label variable ER26615 "W51 WTR VALUE GE 50,000" ; +label variable ER26616 "W52 WTR VALUE GE 100,000" ; +label variable ER26617 "W53 WTR VALUE GE 5,000" ; +label variable ER26618 "W54 WTR SOLD HOME" ; +label variable ER26619 "W55 HOME SELLING PRICE" ; +label variable ER26620 "W56 WTR PRICE GE 60,000" ; +label variable ER26621 "W57 WTR PRICE GE 120,000" ; +label variable ER26622 "W58 WTR PRICE GE 30,000" ; +label variable ER26623 "W59 WTR BOUGHT OTR REAL ESTATE" ; +label variable ER26624 "W60 AMT IN REAL ESTATE" ; +label variable ER26625 "W61 WTR AMT GE 60,000" ; +label variable ER26626 "W62 WTR AMT GE 120,000" ; +label variable ER26627 "W63 WTR AMT GE 30,000" ; +label variable ER26628 "W64 WTR SOLD OTR REAL ESTATE" ; +label variable ER26629 "W65 AMT FROM OTR REAL ESTATE" ; +label variable ER26630 "W66 WTR AMT GE 60,000" ; +label variable ER26631 "W67 WTR AMT GE 120,000" ; +label variable ER26632 "W68 WTR AMT GE 30,000" ; +label variable ER26633 "W69 WTR MADE ADDITION/REPAIRS" ; +label variable ER26634 "W70 COST OF ADDITION/REPAIRS" ; +label variable ER26635 "W71 WTR COST GE 25,000" ; +label variable ER26636 "W72 WTR COST GE 75,000" ; +label variable ER26637 "W73 WTR INVESTED IN BUSNES/FARM" ; +label variable ER26638 "W74 AMT INVESTED IN BUSINESS/FARM" ; +label variable ER26639 "W75 WTR AMT GE 25,000" ; +label variable ER26640 "W76 WTR AMT GE 100,000" ; +label variable ER26641 "W77 WTR AMT GE 10,000" ; +label variable ER26642 "W78 WTR SOLD BUSINESS/FARM" ; +label variable ER26643 "W79 AMT FROM BUSINESS/FARM" ; +label variable ER26644 "W80 WTR AMT GE 25,000" ; +label variable ER26645 "W81 WTR AMT GE 100,000" ; +label variable ER26646 "W82 WTR AMT GE 10,000" ; +label variable ER26647 "W83 WTR BOUGHT NON-IRA STOCK" ; +label variable ER26648 "W84 WTR ALSO SOLD STOCK" ; +label variable ER26649 "W85 WTR BOUGHT MORE/SOLD MORE" ; +label variable ER26650 "W86 BALANCE IN/OUT STOCKS" ; +label variable ER26651 "W87 WTR STOCKS GE 20,000" ; +label variable ER26652 "W88 WTR STOCKS GE 50,000" ; +label variable ER26653 "W90 WTR STOCKS GE 100,000" ; +label variable ER26654 "W89 WTR STOCKS GE 5,000" ; +label variable ER26655 "W91 AMT INVESTED IN STOCKS" ; +label variable ER26656 "W92 WTR AMT GE 20,000" ; +label variable ER26657 "W93 WTR AMT GE 50,000" ; +label variable ER26658 "W94 WTR AMT GE 100,000" ; +label variable ER26659 "W95 WTR AMT GE 5,000" ; +label variable ER26660 "W96 WTR SOLD NON-IRA STOCK" ; +label variable ER26661 "W97 AMT NON-IRA STOCK" ; +label variable ER26662 "W98 WTR AMT GE 20,000" ; +label variable ER26663 "W99 WTR AMT GE 50,000" ; +label variable ER26664 "W100 WTR AMT GE 100,000" ; +label variable ER26665 "W101 WTR AMT GE 5,000" ; +label variable ER26666 "W102 WTR MOVER OUT W/ASSETS" ; +label variable ER26667 "W103 VALUE ASSETS MOVED OUT" ; +label variable ER26668 "W104 WTR VALUE GE 10,000" ; +label variable ER26669 "W105 WTR VALUE GE 25,000" ; +label variable ER26670 "W106 WTR VALUE GE 100,000" ; +label variable ER26671 "W107 WTR VALUE GE 5,000" ; +label variable ER26672 "W108 VALUE DEBTS MOVED OUT" ; +label variable ER26673 "W109 WTR VALUE GE 10,000" ; +label variable ER26674 "W110 WTR VALUE GE 25,000" ; +label variable ER26675 "W111 WTR VALUE GE 5,000" ; +label variable ER26676 "W112 CKPT: FU COMPOSITION" ; +label variable ER26677 "W113 WTR MOVER IN ASSETS" ; +label variable ER26678 "W114 VALUE ASSETS MOVED IN" ; +label variable ER26679 "W115 WTR VALUE GE 10,000" ; +label variable ER26680 "W116 WTR VALUE GE 25,000" ; +label variable ER26681 "W117 WTR VALUE GE 100,000" ; +label variable ER26682 "W118 WTR VALUE GE 5,000" ; +label variable ER26683 "W119 VALUE DEBTS MOVE IN" ; +label variable ER26684 "W120 WTR VALUE GE 10,000" ; +label variable ER26685 "W121 WTR VALUE GE 25,000" ; +label variable ER26686 "W122 WTR VALUE GE 5,000" ; +label variable ER26687 "W123 WTR RECD GIFT/INHERITANCE" ; +label variable ER26688 "W124 YR RECD GIFT/INHERIT-#1" ; +label variable ER26689 "W125 VALUE GIFT/INHERIT-#1" ; +label variable ER26690 "W126 WTR VALUE GE 25,000" ; +label variable ER26691 "W127 WTR VALUE GE 75,000" ; +label variable ER26692 "W128 WTR GIFT/INHERITANCE-#2" ; +label variable ER26693 "W124 YR RECD GIFT/INHERIT-#2" ; +label variable ER26694 "W125 VALUE GIFT/INHERIT-#2" ; +label variable ER26695 "W126 WTR VALUE GE 25,000" ; +label variable ER26696 "W127 WTR VALUE GE 75,000" ; +label variable ER26697 "W128 WTR GIFT/INHERITANCE-#3" ; +label variable ER26698 "W124 YR REC GIFT/INHERIT-#3" ; +label variable ER26699 "W125 VALUE GIFT/INHERIT-#3" ; +label variable ER26700 "W126 WTR VALUE GE 25,000" ; +label variable ER26701 "W127 WTR VALUE GE 75,000" ; +label variable ER26702 "P0 WTR WORKING NOW" ; +label variable ER26703 "P1 WTR PNSN AT CURR JOB" ; +label variable ER26704 "P6 # YRS IN PENSION PLAN" ; +label variable ER26705 "P6 YR JOINED PENSION PLAN" ; +label variable ER26706 "P7 WTR EVER ELIG FOR PLAN" ; +label variable ER26707 "P8 # YRS TILL ELIGIBLE" ; +label variable ER26708 "P9 WTR VESTED" ; +label variable ER26709 "P10 # YRS TILL VESTED" ; +label variable ER26710 "P11 WTR CONTRIB TO PENSION" ; +label variable ER26711 "P12 WTR CONTRIB REQUIRED" ; +label variable ER26712 "P13 REQUIRED AMT" ; +label variable ER26713 "P13 REQUIRED AMT PER" ; +label variable ER26714 "P13 REQUIRED PCT" ; +label variable ER26715 "P14 WTR VOLUNTARY CONTRIB" ; +label variable ER26716 "P15 VOLUNTARY AMT" ; +label variable ER26717 "P15 VOLUNTARY AMT PER" ; +label variable ER26718 "P15 VOLUNTARY PCT" ; +label variable ER26719 "P16 HOW BENEFIT FIGURED" ; +label variable ER26720 "P17 WTR EMPLYR CONTRIB" ; +label variable ER26721 "P18 AMT EMPLYR CONTRIB" ; +label variable ER26722 "P18 EMPLYR AMT PER" ; +label variable ER26723 "P18 PCT EMPLYR CONTRIB" ; +label variable ER26724 "P19 AGE PENSION INCL EMPLYR CONTRIB" ; +label variable ER26725 "P20 AMT IN PENSION ACCT NOW" ; +label variable ER26726 "P20A HOW FUNDS INVESTED" ; +label variable ER26727 "P21 AMT COULD TAKE IF LEAVE EMPLYR" ; +label variable ER26728 "P21 AMT PER IF LEAVE EMPLYR" ; +label variable ER26729 "P21 PCT COULD TAKE IF LEAVE EMPLYR" ; +label variable ER26730 "P22 CKPT: TYPE PENSION" ; +label variable ER26731 "P23 BENEFIT FORMULA" ; +label variable ER26732 "P24 AGE FULL BENEFITS" ; +label variable ER26733 "P25 # YRS NEC FOR FULL BENEFITS" ; +label variable ER26734 "P26 AGE IF AGE+YRS" ; +label variable ER26735 "P26 # YRS IF AGE+YRS" ; +label variable ER26736 "P27 WTR REC PART PNSN IF RETIRE EARLY" ; +label variable ER26737 "P28 EARLY RETRMT FORMULA" ; +label variable ER26738 "P29 AGE ELIG PART BENEFITS" ; +label variable ER26739 "P30 # YRS ELIG PART BENEFITS" ; +label variable ER26740 "P31 AGE IF AGE+YRS" ; +label variable ER26741 "P31 # YRS IF AGE+YRS" ; +label variable ER26742 "P32 AGE EXPECT RECEIVE BENEFITS" ; +label variable ER26743 "P33 WTR CAN ESTIMATE BENEFIT" ; +label variable ER26744 "P34 ESTIMATED BENEFIT AMT" ; +label variable ER26745 "P34 ESTIMATED BENEFIT PER" ; +label variable ER26746 "P34 ESTIMATED BENEFIT PCT" ; +label variable ER26747 "P34 ESTIMATED LUMP SUM BENEFIT" ; +label variable ER26748 "P35 WTR BENEFICIARY" ; +label variable ER26749 "P36 AMT BENEFICIARY RECEIVES" ; +label variable ER26750 "P37 WTR PNSN LESSENED BY SOC SEC" ; +label variable ER26751 "P38 WHEN SOC SEC CHG PNSN AMT" ; +label variable ER26752 "P39 USUAL RETIREMNT AGE OF OTRS" ; +label variable ER26753 "P39 USUAL # YRS OTRS RETIRE" ; +label variable ER26754 "P40 AGE PLAN STOP WORK" ; +label variable ER26755 "P40 YR PLAN STOP WORK" ; +label variable ER26756 "P41 AGE WILL STOP WORK" ; +label variable ER26757 "P41 YR WILL STOP WORK" ; +label variable ER26758 "P42 WTR TAX-DEFER PLAN" ; +label variable ER26759 "P43 WTR EMPLYR CONTRIB" ; +label variable ER26760 "P44 AMT EMPLYR CONTRIB" ; +label variable ER26761 "P44 EMPLYR CONTRIB PER" ; +label variable ER26762 "P44 PCT EMPLYR CONTRIB" ; +label variable ER26763 "P45 WTR PNSN W/PREV EMPLYR" ; +label variable ER26764 "P46 TYPE PREV PENSION-#1" ; +label variable ER26765 "P47 ACCT AMT WHEN LEFT PREV EMPLYR-#1" ; +label variable ER26766 "P48 WHAT DID W/PREV PNSN-#1" ; +label variable ER26767 "P49 AMT NOW PREV PNSN ACCT-#1" ; +label variable ER26768 "P50 AGE REC IF ANNUITY-#1" ; +label variable ER26769 "P51 AMT PREV ANNUITY-#1" ; +label variable ER26770 "P51 PREV ANNUITY PER-#1" ; +label variable ER26771 "P52 STATUS PREV PNSN MEN1-#1" ; +label variable ER26772 "P52 STATUS PREV PNSN MEN2-#1" ; +label variable ER26773 "P52 STATUS PREV PNSN MEN3-#1" ; +label variable ER26774 "P52 STATUS PREV PNSN MEN4-#1" ; +label variable ER26775 "P52 STATUS PREV PNSN MEN5-#1" ; +label variable ER26776 "P52 STATUS PREV PNSN MEN6-#1" ; +label variable ER26777 "P53 MO REC PREV PNSN-#1" ; +label variable ER26778 "P53 YR REC PREV PNSN-#1" ; +label variable ER26779 "P54 PREV PNSN BENEFIT AMT-#1" ; +label variable ER26780 "P54 BENEFIT PER-#1" ; +label variable ER26781 "P55 WTR BENEFITS COLA-#1" ; +label variable ER26782 "P56 WTR BENEFITS EVER COLA-#1" ; +label variable ER26783 "P57 PREV PNSN CASH SETTLEMNT AMT-#1" ; +label variable ER26784 "P58 WHAT DID W/CASH MEN1-#1" ; +label variable ER26785 "P58 WHAT DID W/CASH MEN2-#1" ; +label variable ER26786 "P58 WHAT DID W/CASH MEN3-#1" ; +label variable ER26787 "P58 WHAT DID W/CASH MEN4-#1" ; +label variable ER26788 "P58 WHAT DID W/CASH MEN5-#1" ; +label variable ER26789 "P58 WHAT DID W/CASH MEN6-#1" ; +label variable ER26790 "P59 PREV PNSN IRA AMT-#1" ; +label variable ER26791 "P60 # YRS IN PREV PLAN-#1" ; +label variable ER26792 "P61 AGE EXPECT REC PREV PNSN-#1" ; +label variable ER26793 "P62 AMT EXPECT REC PREV PNSN-#1" ; +label variable ER26794 "P62 PREV PNSN PER-#1" ; +label variable ER26795 "P62 PCT EXPECT REC PREV PNSN-#1" ; +label variable ER26796 "P62 LUMP SUM EXPECT PREV PNSN-#1" ; +label variable ER26797 "P63 ACCT AMT WHEN LEFT PREV EMPLYR-#1" ; +label variable ER26798 "P64 WHAT DID W/PREV PNSN-#1" ; +label variable ER26799 "P65 ACCT AMT PREV PNSN NOW-#1" ; +label variable ER26800 "P66 AGE BEGAN REC ANNUITY-#1" ; +label variable ER26801 "P67 AMT PREV ANNUITY-#1" ; +label variable ER26802 "P67 PREV ANNUITY PER-#1" ; +label variable ER26803 "P68 AGE ELIG PREV PNSN-#1" ; +label variable ER26804 "P69 WTR SECOND PREV PENSION" ; +label variable ER26805 "P46 TYPE PREV PENSION-#2" ; +label variable ER26806 "P47 ACCT AMT WHEN LEFT PREV EMPLYR-#2" ; +label variable ER26807 "P48 WHAT DID W/PREV PNSN-#2" ; +label variable ER26808 "P49 AMT NOW PREV PNSN ACCT-#2" ; +label variable ER26809 "P50 AGE REC IF ANNUITY-#2" ; +label variable ER26810 "P51 AMT PREV ANNUITY-#2" ; +label variable ER26811 "P51 PREV ANNUITY PER-#2" ; +label variable ER26812 "P52 STATUS PREV PNSN MEN1-#2" ; +label variable ER26813 "P52 STATUS PREV PNSN MEN2-#2" ; +label variable ER26814 "P52 STATUS PREV PNSN MEN3-#2" ; +label variable ER26815 "P52 STATUS PREV PNSN MEN4-#2" ; +label variable ER26816 "P52 STATUS PREV PNSN MEN5-#2" ; +label variable ER26817 "P52 STATUS PREV PNSN MEN6-#2" ; +label variable ER26818 "P53 MO REC PREV PNSN-#2" ; +label variable ER26819 "P53 YR REC PREV PNSN-#2" ; +label variable ER26820 "P54 PREV PNSN BENEFIT AMT-#2" ; +label variable ER26821 "P54 BENEFIT PER-#2" ; +label variable ER26822 "P55 WTR BENEFITS COLA-#2" ; +label variable ER26823 "P56 WTR BENEFITS EVER COLA-#2" ; +label variable ER26824 "P57 PREV PNSN CASH SETTLEMNT AMT-#2" ; +label variable ER26825 "P58 WHAT DID W/CASH MEN1-#2" ; +label variable ER26826 "P58 WHAT DID W/CASH MEN2-#2" ; +label variable ER26827 "P58 WHAT DID W/CASH MEN3-#2" ; +label variable ER26828 "P58 WHAT DID W/CASH MEN4-#2" ; +label variable ER26829 "P58 WHAT DID W/CASH MEN5-#2" ; +label variable ER26830 "P58 WHAT DID W/CASH MEN6-#2" ; +label variable ER26831 "P59 PREV PNSN IRA AMT-#2" ; +label variable ER26832 "P60 # YRS IN PREV PLAN-#2" ; +label variable ER26833 "P61 AGE EXPECT REC PREV PNSN-#2" ; +label variable ER26834 "P62 AMT EXPECT REC PREV PNSN-#2" ; +label variable ER26835 "P62 PREV PNSN PER-#2" ; +label variable ER26836 "P62 PCT EXPECT REC PREV PNSN-#2" ; +label variable ER26837 "P62 LUMP SUM EXPECT PREV PNSN-#2" ; +label variable ER26838 "P63 ACCT AMT WHEN LEFT PREV EMPLYR-#2" ; +label variable ER26839 "P64 WHAT DID W/PREV PNSN-#2" ; +label variable ER26840 "P65 ACCT AMT PREV PNSN NOW-#2" ; +label variable ER26841 "P66 AGE BEGAN REC ANNUITY-#2" ; +label variable ER26842 "P67 AMT PREV ANNUITY-#2" ; +label variable ER26843 "P67 PREV ANNUITY PER-#2" ; +label variable ER26844 "P68 AGE ELIG PREV PNSN-#2" ; +label variable ER26845 "P69 WTR 3RD PREV PENSION" ; +label variable ER26846 "P70 WTR WORKING NOW" ; +label variable ER26847 "P71 WTR PNSN AT CURR JOB" ; +label variable ER26848 "P76 # YRS IN PENSION PLAN" ; +label variable ER26849 "P76 YR JOINED PENSION PLAN" ; +label variable ER26850 "P77 WTR EVER ELIG FOR PLAN" ; +label variable ER26851 "P78 # YRS TILL ELIGIBLE" ; +label variable ER26852 "P79 WTR VESTED" ; +label variable ER26853 "P80 # YRS TILL VESTED" ; +label variable ER26854 "P81 WTR CONTRIB TO PENSION" ; +label variable ER26855 "P82 WTR CONTRIB REQUIRED" ; +label variable ER26856 "P83 REQUIRED AMT" ; +label variable ER26857 "P83 REQUIRED AMT PER" ; +label variable ER26858 "P83 REQUIRED PCT" ; +label variable ER26859 "P84 WTR VOLUNTARY CONTRIB" ; +label variable ER26860 "P85 VOLUNTARY AMT" ; +label variable ER26861 "P85 VOLUNTARY AMT PER" ; +label variable ER26862 "P85 VOLUNTARY PCT" ; +label variable ER26863 "P86 HOW BENEFIT FIGURED" ; +label variable ER26864 "P87 WTR EMPLYR CONTRIB" ; +label variable ER26865 "P88 AMT EMPLYR CONTRIB" ; +label variable ER26866 "P88 EMPLYR AMT PER" ; +label variable ER26867 "P88 PCT EMPLYR CONTRIB" ; +label variable ER26868 "P89 AGE PENSION INCL EMPLYR CONTRIB" ; +label variable ER26869 "P90 AMT IN PENSION ACCT NOW" ; +label variable ER26870 "P90A HOW FUNDS INVESTED" ; +label variable ER26871 "P91 AMT COULD TAKE IF LEAVE EMPLYR" ; +label variable ER26872 "P91 AMT PER IF LEAVE EMPLYR" ; +label variable ER26873 "P91 PCT COULD TAKE IF LEAVE EMPLYR" ; +label variable ER26874 "P92 CKPT: TYPE PENSION" ; +label variable ER26875 "P93 BENEFIT FORMULA" ; +label variable ER26876 "P94 AGE FULL BENEFITS" ; +label variable ER26877 "P95 # YRS NEC FOR FULL BENEFITS" ; +label variable ER26878 "P96 AGE IF AGE+YRS" ; +label variable ER26879 "P96 # YRS IF AGE+YRS" ; +label variable ER26880 "P97 WTR REC PART PNSN IF RETIRE EARLY" ; +label variable ER26881 "P98 EARLY RETRMT FORMULA" ; +label variable ER26882 "P99 AGE ELIG PART BENEFITS" ; +label variable ER26883 "P100 # YRS ELIG PART BENEFITS" ; +label variable ER26884 "P101 AGE IF AGE+YRS" ; +label variable ER26885 "P101 # YRS IF AGE+YRS" ; +label variable ER26886 "P102 AGE EXPECT RECEIVE BENEFITS" ; +label variable ER26887 "P103 WTR CAN ESTIMATE BENEFIT" ; +label variable ER26888 "P104 ESTIMATED BENEFIT AMT" ; +label variable ER26889 "P104 ESTIMATED BENEFIT PER" ; +label variable ER26890 "P104 ESTIMATED BENEFIT PCT" ; +label variable ER26891 "P104 ESTIMATED LUMP SUM BENEFIT" ; +label variable ER26892 "P105 WTR BENEFICIARY" ; +label variable ER26893 "P106 AMT BENEFICIARY RECEIVES" ; +label variable ER26894 "P107 WTR PNSN LESSENED BY SOC SEC" ; +label variable ER26895 "P108 WHEN SOC SEC CHG PNSN AMT" ; +label variable ER26896 "P109 USUAL RETIRMNT AGE OF OTRS" ; +label variable ER26897 "P109 USUAL # YRS OTRS RETIRE" ; +label variable ER26898 "P110 AGE PLAN STOP WORK" ; +label variable ER26899 "P110 YR PLAN STOP WORK" ; +label variable ER26900 "P111 AGE WILL STOP WORK" ; +label variable ER26901 "P111 YR WILL STOP WORK" ; +label variable ER26902 "P112 WTR TAX-DEFER PLAN" ; +label variable ER26903 "P113 WTR EMPLYR CONTRIB" ; +label variable ER26904 "P114 AMT EMPLYR CONTRIB" ; +label variable ER26905 "P114 EMPLYR CONTRIB PER" ; +label variable ER26906 "P114 PCT EMPLYR CONTRIB" ; +label variable ER26907 "P115 WTR PNSN W/PREV EMPLYR" ; +label variable ER26908 "P116 TYPE PREV PENSION-#1" ; +label variable ER26909 "P117 ACCT AMT WHEN LEFT PREV EMPLYR-#1" ; +label variable ER26910 "P118 WHAT DID W/PREV PNSN-#1" ; +label variable ER26911 "P119 AMT NOW PREV PNSN ACCT-#1" ; +label variable ER26912 "P120 AGE REC IF ANNUITY-#1" ; +label variable ER26913 "P121 AMT PREV ANNUITY-#1" ; +label variable ER26914 "P121 PREV ANNUITY PER-#1" ; +label variable ER26915 "P122 STATUS PREV PNSN MEN1-#1" ; +label variable ER26916 "P122 STATUS PREV PNSN MEN2-#1" ; +label variable ER26917 "P122 STATUS PREV PNSN MEN3-#1" ; +label variable ER26918 "P122 STATUS PREV PNSN MEN4-#1" ; +label variable ER26919 "P122 STATUS PREV PNSN MEN5-#1" ; +label variable ER26920 "P122 STATUS PREV PNSN MEN6-#1" ; +label variable ER26921 "P123 MO REC PREV PNSN-#1" ; +label variable ER26922 "P123 YR REC PREV PNSN-#1" ; +label variable ER26923 "P124 PREV PNSN BENEFIT AMT-#1" ; +label variable ER26924 "P124 BENEFIT PER-#1" ; +label variable ER26925 "P125 WTR BENEFITS COLA-#1" ; +label variable ER26926 "P126 WTR BENEFITS EVER COLA-#1" ; +label variable ER26927 "P127 PREV PNSN CASH SETTLEMNT AMT-#1" ; +label variable ER26928 "P128 WHAT DID W/CASH MEN1-#1" ; +label variable ER26929 "P128 WHAT DID W/CASH MEN2-#1" ; +label variable ER26930 "P128 WHAT DID W/CASH MEN3-#1" ; +label variable ER26931 "P128 WHAT DID W/CASH MEN4-#1" ; +label variable ER26932 "P128 WHAT DID W/CASH MEN5-#1" ; +label variable ER26933 "P128 WHAT DID W/CASH MEN6-#1" ; +label variable ER26934 "P129 PREV PNSN IRA AMT-#1" ; +label variable ER26935 "P130 # YRS IN PREV PLAN-#1" ; +label variable ER26936 "P131 AGE EXPECT REC PREV PNSN-#1" ; +label variable ER26937 "P132 AMT EXPECT REC PREV PNSN-#1" ; +label variable ER26938 "P132 PREV PNSN PER-#1" ; +label variable ER26939 "P132 PCT EXPECT REC PREV PNSN-#1" ; +label variable ER26940 "P132 LUMP SUM EXPECT PREV PNSN-#1" ; +label variable ER26941 "P133 ACCT AMT WHEN LEFT PREV EMPLYR-#1" ; +label variable ER26942 "P134 WHAT DID W/PREV PNSN-#1" ; +label variable ER26943 "P135 ACCT AMT PREV PNSN NOW-#1" ; +label variable ER26944 "P136 AGE BEGAN REC ANNUITY-#1" ; +label variable ER26945 "P137 AMT PREV ANNUITY-#1" ; +label variable ER26946 "P137 PREV ANNUITY PER-#1" ; +label variable ER26947 "P138 AGE ELIG PREV PNSN-#1" ; +label variable ER26948 "P139 WTR SECOND PREV PENSION" ; +label variable ER26949 "P116 TYPE PREV PENSION-#2" ; +label variable ER26950 "P117 ACCT AMT WHEN LEFT PREV EMPLYR-#2" ; +label variable ER26951 "P118 WHAT DID W/PREV PNSN-#2" ; +label variable ER26952 "P119 AMT NOW PREV PNSN ACCT-#2" ; +label variable ER26953 "P120 AGE REC IF ANNUITY-#2" ; +label variable ER26954 "P121 AMT PREV ANNUITY-#2" ; +label variable ER26955 "P121 PREV ANNUITY PER-#2" ; +label variable ER26956 "P122 STATUS PREV PNSN MEN1-#2" ; +label variable ER26957 "P122 STATUS PREV PNSN MEN2-#2" ; +label variable ER26958 "P122 STATUS PREV PNSN MEN3-#2" ; +label variable ER26959 "P122 STATUS PREV PNSN MEN4-#2" ; +label variable ER26960 "P122 STATUS PREV PNSN MEN5-#2" ; +label variable ER26961 "P122 STATUS PREV PNSN MEN6-#2" ; +label variable ER26962 "P123 MO REC PREV PNSN-#2" ; +label variable ER26963 "P123 YR REC PREV PNSN-#2" ; +label variable ER26964 "P124 PREV PNSN BENEFIT AMT-#2" ; +label variable ER26965 "P124 BENEFIT PER-#2" ; +label variable ER26966 "P125 WTR BENEFITS COLA-#2" ; +label variable ER26967 "P126 WTR BENEFITS EVER COLA-#2" ; +label variable ER26968 "P127 PREV PNSN CASH SETTLEMNT AMT-#2" ; +label variable ER26969 "P128 WHAT DID W/CASH MEN1-#2" ; +label variable ER26970 "P128 WHAT DID W/CASH MEN2-#2" ; +label variable ER26971 "P128 WHAT DID W/CASH MEN3-#2" ; +label variable ER26972 "P128 WHAT DID W/CASH MEN4-#2" ; +label variable ER26973 "P128 WHAT DID W/CASH MEN5-#2" ; +label variable ER26974 "P128 WHAT DID W/CASH MEN6-#2" ; +label variable ER26975 "P129 PREV PNSN IRA AMT-#2" ; +label variable ER26976 "P130 # YRS IN PREV PLAN-#2" ; +label variable ER26977 "P131 AGE EXPECT REC PREV PNSN-#2" ; +label variable ER26978 "P132 AMT EXPECT REC PREV PNSN-#2" ; +label variable ER26979 "P132 PREV PNSN PER-#2" ; +label variable ER26980 "P132 PCT EXPECT REC PREV PNSN-#2" ; +label variable ER26981 "P132 LUMP SUM EXPECT PREV PNSN-#2" ; +label variable ER26982 "P133 ACCT AMT WHEN LEFT PREV EMPLYR-#2" ; +label variable ER26983 "P134 WHAT DID W/PREV PNSN-#2" ; +label variable ER26984 "P135 ACCT AMT PREV PNSN NOW-#2" ; +label variable ER26985 "P136 AGE BEGAN REC ANNUITY-#2" ; +label variable ER26986 "P137 AMT PREV ANNUITY-#2" ; +label variable ER26987 "P137 PREV ANNUITY PER-#2" ; +label variable ER26988 "P138 AGE ELIG PREV PNSN-#2" ; +label variable ER26989 "P139 WTR 3RD PREV PENSION" ; +label variable ER26990 "H1 HEALTH STATUS-HEAD" ; +label variable ER26991 "H1A WTR HLTH BETTER/WORSE-HEAD" ; +label variable ER26992 "H1B WTR HEALTH BETTER-HEAD" ; +label variable ER26993 "H1C WTR HEALTH WORSE-HEAD" ; +label variable ER26994 "H1D HEALTH STATUS, BIRTH TO AGE 16-HD" ; +label variable ER26995 "H2 WTR LIMIT TYPE/AMT WRK- HEAD" ; +label variable ER26996 "H3 WTR UNABLE TO DO SOME TYPES WORK-HD" ; +label variable ER26997 "H4 WTR LIMIT AMT WRK CAN DO-HEAD" ; +label variable ER26998 "H5A WTR HAD STROKE-HEAD" ; +label variable ER26999 "H6A1 AGE AT FIRST STROKE-HEAD" ; +label variable ER27000 "H6A2 WTR SECOND STROKE-HEAD" ; +label variable ER27001 "H7A WTR STROKE LIMIT DAILY ACTIVITY-HD" ; +label variable ER27002 "H5B WTR HEART ATTACK-HEAD" ; +label variable ER27003 "H6B1 AGE AT FIRST HEART ATTACK-HD" ; +label variable ER27004 "H6B2 WTR SECOND HEART ATTACK-HD" ; +label variable ER27005 "H7B WTR HEART ATTACK LIMIT ACTIVITY-HD" ; +label variable ER27006 "H5C WTR HEART DISEASE-HEAD" ; +label variable ER27007 "H6C1 AGE FIRST HAD HEART DISEASE-HD" ; +label variable ER27008 "H6C2 WTR HRT DISEASE GOT WORSE-HD" ; +label variable ER27009 "H7C WTR HRT DISEASE LIMIT ACTIVITY-HD" ; +label variable ER27010 "H5D WTR HYPERTENSION-HEAD" ; +label variable ER27011 "H6D1 AGE FIRST HAD HYPERTENSION-HD" ; +label variable ER27012 "H6D2 WTR HYPERTENSION GOT WORSE-HD" ; +label variable ER27013 "H7D WTR HYPERTENSION LIMIT ACTIVITY-HD" ; +label variable ER27014 "H5E WTR ASTHMA-HEAD" ; +label variable ER27015 "H6E1 AGE FIRST HAD ASTHMA-HEAD" ; +label variable ER27016 "H6E2 WTR ASTHMA GOT WORSE-HEAD" ; +label variable ER27017 "H7E WTR ASTHMA LIMIT DAILY ACTIVITY-HD" ; +label variable ER27018 "H5F WTR LUNG DISEASE-HEAD" ; +label variable ER27019 "H6F1 AGE FIRST HAD LUNG DISEASE-HD" ; +label variable ER27020 "H6F2 WTR LUNG DISEASE GOT WORSE-HD" ; +label variable ER27021 "H7F WTR LUNG DISEASE LIMIT ACTIVITY-HD" ; +label variable ER27022 "H5G WTR DIABETES-HEAD" ; +label variable ER27023 "H6G1 AGE FIRST HAD DIABETES-HEAD" ; +label variable ER27024 "H6G2 WTR DIABETES GOT WORSE-HEAD" ; +label variable ER27025 "H7G WTR DIABETES LIMIT ACTIVITY-HD" ; +label variable ER27026 "H5H WTR ARTHRITIS-HEAD" ; +label variable ER27027 "H6H1 AGE FIRST HAD ARTHRITIS-HEAD" ; +label variable ER27028 "H6H2 WTR ARTHRITIS GOT WORSE-HEAD" ; +label variable ER27029 "H7H WTR ARTHRITIS LIMIT ACTIVITY-HD" ; +label variable ER27030 "H5I WTR MEMORY LOSS-HEAD" ; +label variable ER27031 "H6I1 AGE FIRST HAD MEMORY LOSS-HD" ; +label variable ER27032 "H6I2 WTR MEMORY LOSS GOT WORSE-HD" ; +label variable ER27033 "H7I WTR MEMORY LOSS LIMIT ACTIVITY-HD" ; +label variable ER27034 "H5J WTR LEARNING DISORDER-HEAD" ; +label variable ER27035 "H6J1 AGE FIRST HAD LRNG DISORDER-HD" ; +label variable ER27036 "H6J2 WTR LRNG DISORDER GOT WORSE-HD" ; +label variable ER27037 "H7J WTR LRNG DISORDR LIMIT ACTIVITY-HD" ; +label variable ER27038 "H5K WTR CANCER-HEAD" ; +label variable ER27039 "H6K1 AGE FIRST HAD CANCER-HEAD" ; +label variable ER27040 "H6K2 WTR CANCER GOT WORSE-HEAD" ; +label variable ER27041 "H6K3 WTR TREATING, RMSSN, OR CURED-HD" ; +label variable ER27042 "H6K4 TYPE OF CANCER MENTION 1-HEAD" ; +label variable ER27043 "H6K4 TYPE OF CANCER MENTION 2-HEAD" ; +label variable ER27044 "H7K WTR CANCER LIMIT ACTIVITY-HEAD" ; +label variable ER27045 "H5L WTR PSYCH PROBLEM-HEAD" ; +label variable ER27046 "H6L1 AGE FIRST HAD PSYCH PROB-HEAD" ; +label variable ER27047 "H6L2 TYPE OF PSYCH PROB MENTION 1-HD" ; +label variable ER27048 "H6L2 TYPE OF PSYCH PROB MENTION 2-HD" ; +label variable ER27049 "H6L2 TYPE OF PSYCH PROB MENTION 3-HD" ; +label variable ER27050 "H6L3 WTR PSYCH PROB GOT WORSE-HD" ; +label variable ER27051 "H7L WTR PSYCH PROB LIMIT ACTIVITY-HD" ; +label variable ER27052 "H5M WTR OTR CHRONIC CONDITION-HD" ; +label variable ER27053 "H6M2 AGE FIRST HAD CHRON COND-HEAD" ; +label variable ER27054 "H6M3 WTR CHRON COND GOT WORSE-HD" ; +label variable ER27055 "H7M WTR CHRON COND LIMIT ACTIVITY-HD" ; +label variable ER27056 "H8 WTR HOSPITALIZED IN 2004-HEAD" ; +label variable ER27057 "H8A # NIGHTS IN HOSPITAL-HEAD" ; +label variable ER27058 "H8A # WEEKS IN HOSPITAL-HEAD" ; +label variable ER27059 "H9A WTR PROBLEM BATHING-HEAD" ; +label variable ER27060 "H10A1 WTR SOMEONE HELPS BATHE-HD" ; +label variable ER27061 "H10A2 WTR NEED EQUIP TO BATHE-HD" ; +label variable ER27062 "H9B WTR PROBLEM DRESSING-HEAD" ; +label variable ER27063 "H10B1 WTR SOMEONE HELPS DRESS-HD" ; +label variable ER27064 "H10B2 WTR NEED EQUIP TO DRESS-HD" ; +label variable ER27065 "H9 WTR PROBLEM EATING-HEAD" ; +label variable ER27066 "H10C1 WTR SOMEONE HELPS EATNG-HD" ; +label variable ER27067 "H10C2 WTR NEED EQUIP TO EAT-HD" ; +label variable ER27068 "H9D WTR PROB GET IN/OUT BED/CHAIR-HD" ; +label variable ER27069 "H10D1 WTR SOMEONE HELPS BED/CHAIR-HD" ; +label variable ER27070 "H10D2 WTR NEED EQUIP FOR BED/CHAIR-HD" ; +label variable ER27071 "H9E WTR PROBLEM WALKING-HEAD" ; +label variable ER27072 "H10E1 WTR SOMEONE HELPS WALK-HD" ; +label variable ER27073 "H10E2 WTR NEED EQUIP TO WALK-HD" ; +label variable ER27074 "H9F WTR PROBLEM GETTING OUTSIDE-HD" ; +label variable ER27075 "H10F1 WTR SOMEONE HELPS GET OUT-HD" ; +label variable ER27076 "H10F2 WTR NEED EQUIP TO GO OUTSIDE-HD" ; +label variable ER27077 "H9G WTR PROBLEM USE TOILET-HD" ; +label variable ER27078 "H10G1 WTR SOMEONE HELPS TOILET-HD" ; +label variable ER27079 "H10G2 WTR NEED EQUIP TO USE TOILET-HD" ; +label variable ER27080 "H11A WTR DIFFICULT PREPARE MEALS" ; +label variable ER27081 "H11B HEALTH/PHYSICAL PROBLEM?" ; +label variable ER27082 "H11C WTR DIFFICULT SHOPPING" ; +label variable ER27083 "H11D HEALTH/PHYSICAL PROBLEM?" ; +label variable ER27084 "H11E WTR DIFFICULT MANAGE MONEY" ; +label variable ER27085 "H11F HEALTH/PHYSICAL PROBLEM?" ; +label variable ER27086 "H11G WTR TELEPHONE DIFFICULT" ; +label variable ER27087 "H11H HEALTH/PHYSICAL PROBLEM?" ; +label variable ER27088 "H11J WTR HEAVY HSWRK DIFFICULT" ; +label variable ER27089 "H11K HEALTH/PHYSICAL PROBLEM?" ; +label variable ER27090 "H11L WTR LIGHT HSWRK DIFFICULT" ; +label variable ER27091 "H11M HEALTH/PHYSICAL PROBLEM?" ; +label variable ER27092 "H12A FREQ OF HVY PHYSICAL ACTIVITY-HD" ; +label variable ER27093 "H12A TIME UNIT FOR HVY PHYS ACTIVITY-HD" ; +label variable ER27094 "H12B FREQ OF LITE PHYSICAL ACTIVITY-HD" ; +label variable ER27095 "H12B TIME UNIT FOR LITE PHYS ACTIVITY-HD" ; +label variable ER27096 "H12C FREQ OF STRENGTH PHYS ACTIVITY-HD" ; +label variable ER27097 "H12C TIME UNIT STRNGTH PHYS ACTVTY-HD" ; +label variable ER27098 "H13 WTR SMOKE CIGARETTES-HEAD" ; +label variable ER27099 "H14 # CIGARETTES PER DAY-HEAD" ; +label variable ER27100 "H15 AGE WHEN FIRST SMOKED-HEAD" ; +label variable ER27101 "H16 WTR EVER SMOKED CIGARETTES-HEAD" ; +label variable ER27102 "H17 # CIGARETTES PER DAY-HEAD" ; +label variable ER27103 "H18 AGE LAST SMOKED REGULARLY-HEAD" ; +label variable ER27104 "H19 AGE FIRST SMOKED REGULARLY-HEAD" ; +label variable ER27105 "H20 WTR DRINK ALCOHOL-HEAD" ; +label variable ER27106 "H21A HOW OFTEN HAVE DRINKS-HD" ; +label variable ER27107 "H21B # ALCOHOLIC DRINKS PER DAY-HD" ; +label variable ER27108 "H21C # DAYS HAD 4-5 DRINKS-HEAD" ; +label variable ER27109 "H22 WEIGHT" ; +label variable ER27110 "H23 HEIGHT-FEET" ; +label variable ER27111 "H23 HEIGHT-INCHES" ; +label variable ER27112 "H24 WTR WIFE IN FU NOW" ; +label variable ER27113 "H25 HEALTH STATUS-WIFE" ; +label variable ER27114 "H25A WTR HLTH BETTER/WORSE-WIFE" ; +label variable ER27115 "H25B WTR HEALTH BETTER-WIFE" ; +label variable ER27116 "H25C WTR HEALTH WORSE-WIFE" ; +label variable ER27117 "H25D HEALTH STATUS, BIRTH TO AGE 16-WF" ; +label variable ER27118 "H26 WTR TYPE/AMT WORK LIMITED-WIFE" ; +label variable ER27119 "H27 WTR UNABLE TO DO SOME TYPES WORK-WF" ; +label variable ER27120 "H28 WTR LIMIT AMT WORK CAN DO-WIFE" ; +label variable ER27121 "H29A WTR HAD STROKE-WIFE" ; +label variable ER27122 "H30A1 AGE AT FIRST STROKE-WIFE" ; +label variable ER27123 "H30A2 WTR SECOND STROKE-WIFE" ; +label variable ER27124 "H31A WTR STROKE LIMIT DAILY ACTIVITY-WF" ; +label variable ER27125 "H29B WTR HEART ATTACK-WIFE" ; +label variable ER27126 "H30B1 AGE AT FIRST HEART ATTACK-WF" ; +label variable ER27127 "H30B2 WTR SECOND HEART ATTACK-WF" ; +label variable ER27128 "H31B WTR HRT ATTACK LIMIT ACTIVITY-WF" ; +label variable ER27129 "H29C WTR HEART DISEASE-WIFE" ; +label variable ER27130 "H30C1 AGE FIRST HAD HEART DISEASE-WF" ; +label variable ER27131 "H30C2 WTR HRT DISEASE GOT WORSE-WF" ; +label variable ER27132 "H31C WTR HRT DISEASE LIMIT ACTIVITY-WF" ; +label variable ER27133 "H29D WTR HYPERTENSION-WIFE" ; +label variable ER27134 "H30D1 AGE FIRST HAD HYPERTENSION-WF" ; +label variable ER27135 "H30D2 WTR HYPERTENSION GOT WORSE-WF" ; +label variable ER27136 "H31D WTR HYPERTENSION LIMIT ACTIVITY-WF" ; +label variable ER27137 "H29E WTR ASTHMA-WIFE" ; +label variable ER27138 "H30E1 AGE FIRST HAD ASTHMA-WIFE" ; +label variable ER27139 "H30E2 WTR ASTHMA GOT WORSE-WIFE" ; +label variable ER27140 "H31E WTR ASTHMA LIMIT DAILY ACTIVITY-WF" ; +label variable ER27141 "H29F WTR LUNG DISEASE-WIFE" ; +label variable ER27142 "H30F1 AGE FIRST HAD LUNG DISEASE-WF" ; +label variable ER27143 "H30F2 WTR LUNG DISEASE GOT WORSE-WF" ; +label variable ER27144 "H31F WTR LUNG DISEASE LIMIT ACTIVITY-WF" ; +label variable ER27145 "H29G WTR DIABETES-WIFE" ; +label variable ER27146 "H30G1 AGE FIRST HAD DIABETES-WIFE" ; +label variable ER27147 "H30G2 WTR DIABETES GOT WORSE-WIFE" ; +label variable ER27148 "H31G WTR DIABETES LIMIT ACTIVITY-WF" ; +label variable ER27149 "H29H WTR ARTHRITIS-WIFE" ; +label variable ER27150 "H30H1 AGE FIRST HAD ARTHRITIS-WIFE" ; +label variable ER27151 "H30H2 WTR ARTHRITIS GOT WORSE-WIFE" ; +label variable ER27152 "H31H WTR ARTHRITIS LIMIT ACTIVITY-WF" ; +label variable ER27153 "H29I WTR MENTAL LOSS-WIFE" ; +label variable ER27154 "H30I1 AGE FIRST HAD MEMORY LOSS-WF" ; +label variable ER27155 "H30I2 WTR MEMORY LOSS GOT WORSE-WF" ; +label variable ER27156 "H31I WTR MEMORY LOSS LIMIT ACTIVITY-WF" ; +label variable ER27157 "H29J WTR LEARNING DISORDER-WIFE" ; +label variable ER27158 "H30J1 AGE FIRST HAD LRNG DISORDER-WF" ; +label variable ER27159 "H30J2 WTR LRNG DISORDER GOT WORSE-WF" ; +label variable ER27160 "H31J WTR LRNG DISORDR LIMIT ACTIVITY-WF" ; +label variable ER27161 "H29K WTR CANCER-WIFE" ; +label variable ER27162 "H30K1 AGE FIRST HAD CANCER-WIFE" ; +label variable ER27163 "H30K2 WTR CANCER GOT WORSE-WIFE" ; +label variable ER27164 "H30K3 WTR TREATING, RMSSN, OR CURED-WF" ; +label variable ER27165 "H30K4 TYPE OF CANCER MENTION 1-WIFE" ; +label variable ER27166 "H30K4 TYPE OF CANCER MENTION 2-WIFE" ; +label variable ER27167 "H31K WTR CANCER LIMIT ACTIVITY-WIFE" ; +label variable ER27168 "H29L WTR PSYCH PROBLEM-WIFE" ; +label variable ER27169 "H30L1 AGE FIRST HAD PSYCH PROB-WIFE" ; +label variable ER27170 "H30L2 TYPE OF PSYCH PROB MENTION 1-WF" ; +label variable ER27171 "H30L2 TYPE OF PSYCH PROB MENTION 2-WF" ; +label variable ER27172 "H30L2 TYPE OF PSYCH PROB MENTION 3-WF" ; +label variable ER27173 "H30L3 WTR PSYCH PROB GOT WORSE-WF" ; +label variable ER27174 "H31L WTR PSYCH PROB LIMIT ACTIVITY-WF" ; +label variable ER27175 "H29M WTR OTR CHRONIC CONDITION-WF" ; +label variable ER27176 "H30M1 AGE FIRST HAD CHRON COND-WIFE" ; +label variable ER27177 "H30M3 WTR CHRON COND GOT WORSE-WF" ; +label variable ER27178 "H31M WTR CHRON COND LIMIT ACTIVITY-WF" ; +label variable ER27179 "H32 WTR HOSPITALIZED IN 2004-WIFE" ; +label variable ER27180 "H32A # NIGHTS HOSPITALIZED-WIFE" ; +label variable ER27181 "H32A # WEEKS HOSPITALIZED-WIFE" ; +label variable ER27182 "H33A WTR PROBLEM BATHING-WIFE" ; +label variable ER27183 "H34A1 WTR SOMEONE HELPS BATHE-WF" ; +label variable ER27184 "H34A2 WTR NEED EQUIP TO BATHE-WF" ; +label variable ER27185 "H33B WTR PROBLEM DRESSING-WIFE" ; +label variable ER27186 "H34B1 WTR SOMEONE HELPS DRESS-WF" ; +label variable ER27187 "H34B2 WTR NEED EQUIP TO DRESS-WF" ; +label variable ER27188 "H33 WTR PROBLEM EATING-WIFE" ; +label variable ER27189 "H34C1 WTR SOMEONE HELPS EATNG-WF" ; +label variable ER27190 "H34C2 WTR NEED EQUIP TO EAT-WF" ; +label variable ER27191 "H33D WTR PROB GET IN/OUT BED/CHAIR-WF" ; +label variable ER27192 "H34D1 WTR SOMEONE HELPS BED/CHAIR-WF" ; +label variable ER27193 "H34D2 WTR NEED EQUIP FOR BED/CHAIR-WF" ; +label variable ER27194 "H33E WTR PROBLEM WALKING-WIFE" ; +label variable ER27195 "H34E1 WTR SOMEONE HELPS WALK-WF" ; +label variable ER27196 "H34E2 WTR NEED EQUIP TO WALK-WF" ; +label variable ER27197 "H33F WTR PROBLEM GETTING OUTSIDE-WF" ; +label variable ER27198 "H34F1 WTR SOMEONE HELPS GET OUT-WF" ; +label variable ER27199 "H34F2 WTR NEED EQUIP TO GO OUTSIDE-WF" ; +label variable ER27200 "H33G WTR PROBLEM USE TOILET-WF" ; +label variable ER27201 "H34G1 WTR SOMEONE HELPS TOILET-WF" ; +label variable ER27202 "H34G2 WTR NEED EQUIP TO USE TOILET-WF" ; +label variable ER27203 "H35A WTR DIFFICULT PREPARE MEALS" ; +label variable ER27204 "H35B HEALTH/PHYSICAL PROBLEM?" ; +label variable ER27205 "H35C WTR DIFFICULT SHOPPING" ; +label variable ER27206 "H35D HEALTH/PHYSICAL PROBLEM?" ; +label variable ER27207 "H35E WTR DIFFICULT MANAGE MONEY" ; +label variable ER27208 "H35F HEALTH/PHYSICAL PROBLEM?" ; +label variable ER27209 "H35G WTR TELEPHONE DIFFICULT" ; +label variable ER27210 "H35H HEALTH/PHYSICAL PROBLEM?" ; +label variable ER27211 "H35J WTR HEAVY HSWRK DIFFICULT" ; +label variable ER27212 "H35K HEALTH/PHYSICAL PROBLEM?" ; +label variable ER27213 "H35L WTR LIGHT HSWRK DIFFICULT" ; +label variable ER27214 "H35M HEALTH/PHYSCIAL PROBLEM?" ; +label variable ER27215 "H36A FREQ OF HVY PHYSICAL ACTIVITY-WF" ; +label variable ER27216 "H36A TIME UNIT FOR HVY PHYS ACTIVITY-WF" ; +label variable ER27217 "H36B FREQ OF LITE PHYSICAL ACTIVITY-WF" ; +label variable ER27218 "H36B TIME UNIT FOR LITE PHYS ACTIVITY-WF" ; +label variable ER27219 "H36C FREQ OF STRENGTH PHYS ACTIVITY-WF" ; +label variable ER27220 "H36C TIME UNIT STRNGTH PHYS ACTVTY-WF" ; +label variable ER27221 "H37 WTR SMOKE CIGARETTES-WIFE" ; +label variable ER27222 "H38 # CIGARETTES PER DAY-WIFE" ; +label variable ER27223 "H39 AGE WHEN FIRST SMOKED-WIFE" ; +label variable ER27224 "H40 WTR EVER SMOKED CIGARETTES-WIFE" ; +label variable ER27225 "H41 # CIGARETTES PER DAY-WIFE" ; +label variable ER27226 "H42 AGE LAST SMOKED REGULARLY-WIFE" ; +label variable ER27227 "H43 AGE FIRST SMOKED REGULARLY-WIFE" ; +label variable ER27228 "H44 WTR DRINK ALCOHOL-WIFE" ; +label variable ER27229 "H45A HOW OFTEN HAVE DRINKS-WF" ; +label variable ER27230 "H45B # ALCOHOLIC DRINKS PER DAY-WF" ; +label variable ER27231 "H45C # DAYS HAD 4-5 DRINKS-WIFE" ; +label variable ER27232 "H46 WEIGHT" ; +label variable ER27233 "H47 HEIGHT-FEET" ; +label variable ER27234 "H47 HEIGHT-INCHES" ; +label variable ER27235 "H48 CKPT: WTR OTHERS IN FU" ; +label variable ER27236 "H49 WTR OTHERS IN FU IN POOR HEALTH" ; +label variable ER27237 "H60 WTR FU MEMBER W/HLTH INS LAST 2 YRS" ; +label variable ER27238 "H63 TOTAL PAID FOR HLTH INS LAST 2 YRS" ; +label variable ER27239 "H64 TOTAL HOSPITAL/NURSNG HOME EXPENSES" ; +label variable ER27240 "H65 WTR TOTAL EXPENSE GE 10,000" ; +label variable ER27241 "H66 WTR TOTAL EXPENSE GE 20,000" ; +label variable ER27242 "H67 WTR TOTAL EXPENSE GE 50,000" ; +label variable ER27243 "H68 WTR TOTAL EXPENSE GE 5,000" ; +label variable ER27244 "H69 WTR TOTAL EXPENSE GE 500" ; +label variable ER27245 "H70 TOT DR/OUTPT SURGRY/DENTAL EXPENSES" ; +label variable ER27246 "H71 WTR TOTAL EXPENSE GE 1,000" ; +label variable ER27247 "H72 WTR TOTAL EXPENSE GE 5,000" ; +label variable ER27248 "H73 WTR TOTAL EXPENSE GE 20,000" ; +label variable ER27249 "H74 WTR TOTAL EXPENSE GE 500" ; +label variable ER27250 "H75 WTR TOTAL EXPENSE GE 200" ; +label variable ER27251 "H76 TOTAL PRESCRIPTN/OTR SVCS EXPENSES" ; +label variable ER27252 "H77 WTR TOTAL EXPENSE GE 5,000" ; +label variable ER27253 "H78 WTR TOTAL EXPENSE GE 10,000" ; +label variable ER27254 "H79 WTR TOTAL EXPENSE GE 20,000" ; +label variable ER27255 "H80 WTR TOTAL EXPENSE GE 1,000" ; +label variable ER27256 "H81 WTR TOTAL EXPENSE GE 500" ; +label variable ER27257 "H82 TOTAL COST ALL MEDICAL CARE" ; +label variable ER27258 "H83 WTR TOTAL COST GE 25,000" ; +label variable ER27259 "H84 WTR TOTAL COST GE 100,000" ; +label variable ER27260 "H85 WTR TOTAL COST GE 500,000" ; +label variable ER27261 "H86 WTR TOTAL COST GE 5,000" ; +label variable ER27262 "H87 WTR TOTAL COST GE 1,000" ; +label variable ER27263 "K1 CKPT: WTR NEW WIFE IN FU" ; +label variable ER27264 "K2 STATE WHERE FATHER BORN-WF" ; +label variable ER27265 "K3 STATE FATHER GREW UP-WF" ; +label variable ER27266 "K4 WTR FATHER EDUCATED IN US-WF" ; +label variable ER27267 "K5 EDUCATION OF FATHER IN US-WF" ; +label variable ER27268 "K6 WTR FATHER READ/WRITE-WF" ; +label variable ER27269 "K7 CKPT: WTR FATHER ED ALL IN US-WF" ; +label variable ER27270 "K8 YRS FOREIGN EDUCATION OF FATHR-WF" ; +label variable ER27271 "K9 FOREIGN DEGREES OF FATHER-WF" ; +label variable ER27272 "K10-10A OCCUPATION OF FATHER-WF" ; +label variable ER27273 "K11 INDUSTRY OF FATHER-WF" ; +label variable ER27274 "K12 STATE WHERE MOTHER BORN-WF" ; +label variable ER27275 "K13 STATE MOTHER GREW UP-WF" ; +label variable ER27276 "K14 WTR MOTHER EDUCATED IN US-WF" ; +label variable ER27277 "K15 EDUCATION OF MOTHER IN US-WF" ; +label variable ER27278 "K16 WTR MOTHER READ/WRITE-WF" ; +label variable ER27279 "K17 CKPT: WTR MOTHER ED ALL IN US-WF" ; +label variable ER27280 "K18 YRS FOREIGN EDUCATION OF MOTHR-WF" ; +label variable ER27281 "K19 FOREIGN DEGREES OF MOTHER-WF" ; +label variable ER27282 "K20-20A OCCUPATION OF MOTHER-WF" ; +label variable ER27283 "K21 INDUSTRY OF MOTHER-WF" ; +label variable ER27284 "K22 WHETHER BROTHERS-WF" ; +label variable ER27285 "K23 # BROTHERS-WIFE" ; +label variable ER27286 "K24 WTR ONLY BRO STILL ALIVE-WF" ; +label variable ER27287 "K25 WTR ONLY BRO OLDER THAN WIFE" ; +label variable ER27288 "K26 # BROTHERS STILL ALIVE-WF" ; +label variable ER27289 "K27 WTR ANY BRO OLDER THAN WIFE" ; +label variable ER27290 "K28 WHETHER SISTERS-WF" ; +label variable ER27291 "K29 # SISTERS-WIFE" ; +label variable ER27292 "K30 WTR ONLY SIS STILL ALIVE-WF" ; +label variable ER27293 "K31 WTR ONLY SIS OLDER THAN WIFE" ; +label variable ER27294 "K32 # SISTERS STILL ALIVE-WF" ; +label variable ER27295 "K33 WTR ANY SIS OLDER THAN WIFE" ; +label variable ER27296 "K33A SPANISH DESCENT-WIFE" ; +label variable ER27297 "K34 RACE OF WIFE-MENTION 1" ; +label variable ER27298 "K34 RACE OF WIFE-MENTION 2" ; +label variable ER27299 "K34 RACE OF WIFE-MENTION 3" ; +label variable ER27300 "K34 RACE OF WIFE-MENTION 4" ; +label variable ER27301 "K34A ETHNIC GROUP-WF" ; +label variable ER27302 "K34A NATIONALITY MENTION 1-WF" ; +label variable ER27303 "K34A NATIONALITY MENTION 2-WF" ; +label variable ER27304 "K35 WTR EVER IN MILITARY-WF" ; +label variable ER27305 "K36 WTR WIFE EDUCATED IN US" ; +label variable ER27306 "K37 WTR GRADUATED HS-WF" ; +label variable ER27307 "K38 MO GRADUATED HS-WF" ; +label variable ER27308 "K38 YR GRADUATED HS-WF" ; +label variable ER27309 "K39 GRADE LEVEL IF GED-WF" ; +label variable ER27310 "K40 MO LAST IN SCHOOL IF GED-WF" ; +label variable ER27311 "K40 YR LAST IN SCHOOL IF GED-WF" ; +label variable ER27312 "K41 MO RECEIVED GED-WF" ; +label variable ER27313 "K41 YR RECEIVED GED-WF" ; +label variable ER27314 "K42 GRADE OF SCHOOL FINISHED-W" ; +label variable ER27315 "K43 MO LAST IN SCHOOL-WF" ; +label variable ER27316 "K43 YR LAST IN SCHOOL-WF" ; +label variable ER27317 "K44 WTR ATTENDED COLLEGE-WF" ; +label variable ER27318 "K45 MO LAST ATTENDED COLLEGE-WF" ; +label variable ER27319 "K45 YR LAST ATTENDED COLLEGE-WF" ; +label variable ER27320 "K46 HGHST YR COLL COMPLETED-WF" ; +label variable ER27321 "K47 WTR RECD COLLEGE DEGREE-WF" ; +label variable ER27322 "K48 HGHST COLLEGE DEGREE RECD-WF" ; +label variable ER27323 "K51 MO RECD COLLEGE DEGREE-WF" ; +label variable ER27324 "K51 YR RECD COLLEGE DEGREE-WF" ; +label variable ER27325 "K53 YRS FOREIGN EDUCATION-WF" ; +label variable ER27326 "K54 FOREIGN DEGREES-WIFE" ; +label variable ER27327 "K55 WTR RECD OTR DEG/CERT-WF" ; +label variable ER27328 "K56 TYPE 1ST OTR DEG/CERT-WF" ; +label variable ER27329 "K57 FIELD 1ST OTR DEG/CERT-WF" ; +label variable ER27330 "K58 INST/ORG OF 1ST OTR DEG/CERT-WF" ; +label variable ER27331 "K59 MO RECD 1ST OTR DEG/CERT-WF" ; +label variable ER27332 "K59 YR RECD 1ST OTR DEG/CERT-WF" ; +label variable ER27333 "K60 WTR 2ND DEGREE/CERT-WF" ; +label variable ER27334 "K56 TYPE 2ND OTR DEG/CERT-WF" ; +label variable ER27335 "K57 FIELD 2ND OTR DEG/CERT-WF" ; +label variable ER27336 "K58 INST/ORG OF 2ND OTR DEG/CERT-WF" ; +label variable ER27337 "K59 MO RECD 2ND OTR DEG/CERT-WF" ; +label variable ER27338 "K59 YR RECD 2ND OTR DEG/CERT-WF" ; +label variable ER27339 "K60 WTR 3RD DEGREE/CERT-WF" ; +label variable ER27340 "K56 TYPE 3RD OTR DEG/CERT-WF" ; +label variable ER27341 "K57 FIELD 3RD OTR DEG/CERT-WF" ; +label variable ER27342 "K58 INST/ORG OF 3RD OTR DEG/CERT-WF" ; +label variable ER27343 "K59 MO RECD 3RD OTR DEG/CERT-WF" ; +label variable ER27344 "K59 YR RECD 3RD OTR DEG/CERT-WF" ; +label variable ER27345 "K60 WTR 4TH DEGREE/CERT-WF" ; +label variable ER27346 "K61 RELIGIOUS PREFERENCE-WF" ; +label variable ER27347 "K62 RELIG DENOMINATION-WF" ; +label variable ER27348 "K63 #YRS WRKD SINCE 18-WF" ; +label variable ER27349 "K64 #YR WRKED FULLTIME-WF" ; +label variable ER27350 "K65-65A OCCUPATION 1ST FULL TIME JOB-WF" ; +label variable ER27351 "K66 INDUSTRY 1ST FULL-TIME JOB-WF" ; +label variable ER27352 "L1 CKPT: WTR NEW HEAD IN FU" ; +label variable ER27353 "L2 STATE WHERE FATHER BORN-HD" ; +label variable ER27354 "L3 STATE FATHER GREW UP-HD" ; +label variable ER27355 "L4 WTR FATHER EDUCATED IN US-HD" ; +label variable ER27356 "L5 EDUCATION OF FATHER IN US-HD" ; +label variable ER27357 "L6 WTR FATHER READ/WRITE-HD" ; +label variable ER27358 "L7 CKPT: WTR FATHER ED ALL IN US-HD" ; +label variable ER27359 "L8 YRS FOREIGN EDUCATION OF FATHR-HD" ; +label variable ER27360 "L9 FOREIGN DEGREES OF FATHER-HD" ; +label variable ER27361 "L10-10A OCCUPATION OF FATHER-HD" ; +label variable ER27362 "L11 INDUSTRY OF FATHER-HD" ; +label variable ER27363 "L12 STATE WHERE MOTHER BORN-HD" ; +label variable ER27364 "L13 STATE MOTHER GREW UP-HD" ; +label variable ER27365 "L14 WTR MOTHER EDUCATED IN US-H" ; +label variable ER27366 "L15 EDUCATION OF MOTHER IN US-HD" ; +label variable ER27367 "L16 WTR MOTHER READ/WRITE-HD" ; +label variable ER27368 "L17 CKPT: WTR MOTHER ED ALL IN US-HD" ; +label variable ER27369 "L18 YRS FOREIGN EDUCATION OF MOTHR-HD" ; +label variable ER27370 "L19 FOREIGN DEGREES OF MOTHER-HD" ; +label variable ER27371 "L20-20A OCCUPATION OF MOTHER-HD" ; +label variable ER27372 "L21 INDUSTRY OF MOTHER-HD" ; +label variable ER27373 "L22 WHETHER BROTHERS-HD" ; +label variable ER27374 "L23 # BROTHERS-HEAD" ; +label variable ER27375 "L24 WTR ONLY BRO STILL ALIVE-HD" ; +label variable ER27376 "L25 WTR ONLY BRO OLDER THAN HEAD" ; +label variable ER27377 "L26 # BROTHERS STILL ALIVE-HD" ; +label variable ER27378 "L27 WTR ANY BRO OLDER THAN HEAD" ; +label variable ER27379 "L28 WHETHER SISTERS-HD" ; +label variable ER27380 "L29 # SISTERS-HEAD" ; +label variable ER27381 "L30 WTR ONLY SIS STILL ALIVE-HD" ; +label variable ER27382 "L31 WTR ONLY SIS OLDER THAN HEAD" ; +label variable ER27383 "L32 # SISTERS STILL ALIVE-HD" ; +label variable ER27384 "L33 WTR ANY SIS OLDER THAN HEAD" ; +label variable ER27385 "L34 GREW UP FARM OR?-HD" ; +label variable ER27386 "L34A STATE WHERE HEAD GREW UP" ; +label variable ER27387 "L35 WTR EVER LIVED IN OTR STATE-HD" ; +label variable ER27388 "L36 WTR EVER MOVED FOR JOB-HD" ; +label variable ER27389 "L37 WTR DID NOT MOVE FOR JOB-HD" ; +label variable ER27390 "L38 PARENTS POOR OR?-HD" ; +label variable ER27391 "L39 WTR LIVED W/BOTH PARENTS-HD" ; +label variable ER27392 "L39A SPANISH DESCENT-HEAD" ; +label variable ER27393 "L40 RACE OF HEAD-MENTION 1" ; +label variable ER27394 "L40 RACE OF HEAD-MENTION 2" ; +label variable ER27395 "L40 RACE OF HEAD-MENTION 3" ; +label variable ER27396 "L40 RACE OF HEAD-MENTION 4" ; +label variable ER27397 "L41 ETHNIC GROUP-HD" ; +label variable ER27398 "L41 NATIONALITY MENTION 1-HD" ; +label variable ER27399 "L41 NATIONALITY MENTION 2-HD" ; +label variable ER27400 "L42 WTR EVER IN MILITARY-HD" ; +label variable ER27401 "L43 WTR HEAD EDUCATED IN US" ; +label variable ER27402 "L44 WTR GRADUATED HS-HD" ; +label variable ER27403 "L45 MO GRADUATED HS-HD" ; +label variable ER27404 "L45 YR GRADUATED HS-HD" ; +label variable ER27405 "L46 GRADE LEVEL IF GED-HD" ; +label variable ER27406 "L47 MO LAST IN SCHOOL IF GED-HD" ; +label variable ER27407 "L47 YR LAST IN SCHOOL IF GED-HD" ; +label variable ER27408 "L48 MO RECEIVED GED-HD" ; +label variable ER27409 "L48 YR RECEIVED GED-HD" ; +label variable ER27410 "L49 GRADE OF SCHOOL FINISHED-HD" ; +label variable ER27411 "L50 MO LAST IN SCHOOL-HD" ; +label variable ER27412 "L50 YR LAST IN SCHOOL-HD" ; +label variable ER27413 "L51 WTR ATTENDED COLLEGE-HD" ; +label variable ER27414 "L52 MO LAST ATTENDED COLLEGE-HD" ; +label variable ER27415 "L52 YR LAST ATTENDED COLLEGE-HD" ; +label variable ER27416 "L53 HGHST YR COLL COMPLETED-HD" ; +label variable ER27417 "L54 WTR RECD COLLEGE DEGREE-HD" ; +label variable ER27418 "L55 HGHST COLLEGE DEGREE RECD-HD" ; +label variable ER27419 "L58 MO RECD COLLEGE DEGREE-HD" ; +label variable ER27420 "L58 YR RECD COLLEGE DEGREE-HD" ; +label variable ER27421 "L60 YRS FOREIGN EDUCATION-HD" ; +label variable ER27422 "L61 FOREIGN DEGREES-HEAD" ; +label variable ER27423 "L62 WTR REC OTR DEG/CERT-HD" ; +label variable ER27424 "L63 TYPE 1ST OTR DEG/CERT-HD" ; +label variable ER27425 "L64 FIELD 1ST OTR DEG/CERT-HD" ; +label variable ER27426 "L65 INST/ORG OF 1ST OTR DEG/CERT-HD" ; +label variable ER27427 "L66 MO RECD 1ST OTR DEG/CERT-HD" ; +label variable ER27428 "L66 YR RECD 1ST OTR DEG/CERT-HD" ; +label variable ER27429 "L67 WTR 2ND DEGREE/CERT-HD" ; +label variable ER27430 "L63 TYPE 2ND OTR DEG/CERT-HD" ; +label variable ER27431 "L64 FIELD 2ND OTR DEG/CERT-HD" ; +label variable ER27432 "L65 INST/ORG OF 2ND OTR DEG/CERT-HD" ; +label variable ER27433 "L66 MO RECD 2ND OTR DEG/CERT-HD" ; +label variable ER27434 "L66 YR RECD 2ND OTR DEG/CERT-HD" ; +label variable ER27435 "L67 WTR 3RD DEGREE/CERT-HD" ; +label variable ER27436 "L63 TYPE 3RD OTR DEG/CERT-HD" ; +label variable ER27437 "L64 FIELD 3RD OTR DEG/CERT-HD" ; +label variable ER27438 "L65 INST/ORG OF 3RD OTR DEG/CERT-HD" ; +label variable ER27439 "L66 MO RECD 3RD OTR DEG/CERT-HD" ; +label variable ER27440 "L66 YR RECD 3RD OTR DEG/CERT-HD" ; +label variable ER27441 "L67 WTR 4TH DEGREE/CERT-HD" ; +label variable ER27442 "L68 RELIGIOUS PREFERENCE-HD" ; +label variable ER27443 "L69 RELIG DENOMINATION-HD" ; +label variable ER27444 "L70 #YRS WRKD SINCE 18-HD" ; +label variable ER27445 "L71 #YR WRKED FULLTIME-HD" ; +label variable ER27446 "L72-72A OCCUPATION 1ST FULL TIME JOB-HD" ; +label variable ER27447 "L73 INDUSTRY 1ST FULL TIME JOB-HD" ; +label variable ER27448 "L74 # DIFF JOBS OR?-HD" ; +label variable ER27449 "M1 WTR DONATION>25 TO CHARITY LAST YEAR" ; +label variable ER27450 "M2 WTR DONATED TO RELIGIOUS ORGANIZATION" ; +label variable ER27451 "M2A DOLLAR AMT OF RELIGIOUS DONATIONS" ; +label variable ER27452 "M2B WTR RELIGIOUS DONATIONS GE 300" ; +label variable ER27453 "M2C WTR RELIGIOUS DONATIONS GE 1,000" ; +label variable ER27454 "M2D WTR RELIGIOUS DONATIONS GE 2,500" ; +label variable ER27455 "M2E WTR RELIGIOUS DONATIONS GE 100" ; +label variable ER27456 "M3 WTR DONATD TO COMBO PURPOSE ORGANIZTN" ; +label variable ER27457 "M3A DOLLAR AMT OF COMBO DONATIONS" ; +label variable ER27458 "M3B WTR COMBO DONATIONS GE 200" ; +label variable ER27459 "M3C WTR COMBO DONATIONS GE 500" ; +label variable ER27460 "M3D WTR COMBO DONATIONS GE 1,000" ; +label variable ER27461 "M3E WTR COMBO DONATIONS GE 100" ; +label variable ER27462 "M4 WTR DONATED TO ORGANIZATION FOR NEEDY" ; +label variable ER27463 "M4A DOLLAR AMT OF NEEDY DONATIONS" ; +label variable ER27464 "M4B WTR NEEDY DONATIONS GE 200" ; +label variable ER27465 "M4C WTR NEEDY DONATIONS GE 500" ; +label variable ER27466 "M4D WTR NEEDY DONATIONS GE 1,000" ; +label variable ER27467 "M4E WTR NEEDY DONATIONS GE 100" ; +label variable ER27468 "M5 WTR DONATED TO ORGANIZATN FOR HEALTH" ; +label variable ER27469 "M5A DOLLAR AMT OF HEALTH DONATIONS" ; +label variable ER27470 "M5B WTR HEALTH DONATIONS GE 200" ; +label variable ER27471 "M5C WTR HEALTH DONATIONS GE 500" ; +label variable ER27472 "M5D WTR HEALTH DONATIONS GE 1,000" ; +label variable ER27473 "M5E WTR HEALTH DONATIONS GE 100" ; +label variable ER27474 "M6 WTR DONATED TO ORGANZTION FOR EDUCATN" ; +label variable ER27475 "M6A DOLLAR AMT OF EDUCATION DONATIONS" ; +label variable ER27476 "M6B WTR EDUCATION DONATIONS GE 200" ; +label variable ER27477 "M6C WTR EDUCATION DONATIONS GE 500" ; +label variable ER27478 "M6D WTR EDUCATION DONATIONS GE 1,000" ; +label variable ER27479 "M6E WTR EDUCATION DONATIONS GE 100" ; +label variable ER27480 "M7 WTR DONATED TO YOUTH ORGANIZATIONS" ; +label variable ER27481 "M7A DOLLAR AMT OF YOUTH ORG DONATIONS" ; +label variable ER27482 "M7B WTR YOUTH ORG DONATIONS GE 200" ; +label variable ER27483 "M7C WTR YOUTH ORG DONATIONS GE 500" ; +label variable ER27484 "M7D WTR YOUTH ORG DONATIONS GE 1,000" ; +label variable ER27485 "M7E WTR YOUTH ORG DONATIONS GE 100" ; +label variable ER27486 "M8 WTR DONATED TO CULTURAL ORGS" ; +label variable ER27487 "M8A DOLLAR AMT OF CULTURAL DONATIONS" ; +label variable ER27488 "M8B WTR CULTURAL DONATIONS GE 200" ; +label variable ER27489 "M8C WTR CULTURAL DONATIONS GE 500" ; +label variable ER27490 "M8D WTR CULTURAL DONATIONS GE 1,000" ; +label variable ER27491 "M8E WTR CULTURAL DONATIONS GE 100" ; +label variable ER27492 "M9 WTR DONATED TO COMMUNITY ORGS" ; +label variable ER27493 "M9A DOLLAR AMT OF COMMUNITY DONATIONS" ; +label variable ER27494 "M9B WTR COMMUNITY DONATIONS GE 200" ; +label variable ER27495 "M9C WTR COMMUNITY DONATIONS GE 500" ; +label variable ER27496 "M9D WTR COMMUNITY DONATIONS GE 1,000" ; +label variable ER27497 "M9E WTR COMMUNITY DONATIONS GE 100" ; +label variable ER27498 "M10 WTR DONATED TO ENVIRONMENT ORGS" ; +label variable ER27499 "M10A DOLLAR AMT OF ENVIRONMENT DONATION" ; +label variable ER27500 "M10B WTR ENVIRONMENT DONATIONS GE 200" ; +label variable ER27501 "M10C WTR ENVIRONMENT DONATIONS GE 500" ; +label variable ER27502 "M10D WTR ENVIRONMENT DONATIONS GE 1,000" ; +label variable ER27503 "M10E WTR ENVIRONMENT DONATIONS GE 100" ; +label variable ER27504 "M11 WTR DONATED TO INTERNATL/PEACE ORG" ; +label variable ER27505 "M11A DOLLAR AMT OF INTERNATL/PEACE DNTN" ; +label variable ER27506 "M11B WTR INTERNATL/PEACE DNTNS GE 200" ; +label variable ER27507 "M11C WTR INTERNATL/PEACE DNTNS GE 500" ; +label variable ER27508 "M11D WTR INTERNATL/PEACE DNTNS GE 1,000" ; +label variable ER27509 "M11E WTR INTERNATL/PEACE DNTNS GE 100" ; +label variable ER27510 "M12 WTR DONATED TO OTHER ORGANIZATIONS" ; +label variable ER27510A "M12 TYPE ORGANIZATION DONATED TO" ; +label variable ER27511 "M12B DOLLAR AMT OF OTHER DONATIONS" ; +label variable ER27512 "M12C WTR OTHER DONATIONS GE 200" ; +label variable ER27513 "M12D WTR OTHER DONATIONS GE 500" ; +label variable ER27514 "M12E WTR OTHER DONATIONS GE 1,000" ; +label variable ER27515 "M12F WTR OTHER DONATIONS GE 100" ; +label variable ER27516 "M13A WHO DECIDED CHARITABLE SUPPORT" ; +label variable ER27517 "M13B WTR H/W IS MAJOR DECISION MAKER" ; +label variable ER27518 "M13C WHO DECIDED CHARITABLE SUPPORT" ; +label variable ER27519 "M13D SEQ NUMBER OF MAIN DECISION MAKER" ; +label variable ER27520 "M14 WTR HEAD VOLUNTEERED PAST MONTH" ; +label variable ER27521 "M14A WTR HEAD VOLUNTEERED LAST YEAR" ; +label variable ER27522 "M14B WTR HD/WF VOLUNTEERED PAST MONTH" ; +label variable ER27523 "M14C WTR HD/WF VOLUNTEERED LAST YR" ; +label variable ER27524 "M15A HOW OFTEN HD RELIG VLNTEER LAST YR" ; +label variable ER27525 "M15A HOW OFTEN HD RELIG VOLUNTEER PER" ; +label variable ER27526 "M15C HD NAME FOR PLACE OF WORSHIP" ; +label variable ER27527 "M15D HD HOURS VOLUNTEER EACH TIME" ; +label variable ER27528 "M15D HD MINUTES VOLUNTEER EACH TIME" ; +label variable ER27529 "M15E HD ANNUAL HRS RELIG VOLUNTEER" ; +label variable ER27530 "M15F WTR HD MORE/FEWER HRS THAN M15E" ; +label variable ER27531 "M15G HD ESTIMATE RELIG VLNTEER ANN HRS" ; +label variable ER27532 "M15H WTR M15G INCLUDES EXTRA VOLUNTEER" ; +label variable ER27533 "M15I ANN HRS REGULAR VLNTEER+EXTRA" ; +label variable ER27534 "M18A HOW OFTEN WF RELIG VLNTEER LAST YR" ; +label variable ER27535 "M18A HOW OFTEN WF RELIG VOLUNTEER PER" ; +label variable ER27536 "M18C WF NAME FOR PLACE OF WORSHIP" ; +label variable ER27537 "M18D WF HOURS VOLUNTEER EACH TIME" ; +label variable ER27538 "M18D WF MINUTES VOLUNTEER EACH TIME" ; +label variable ER27539 "M18E WF ANNUAL HRS RELIG VOLUNTEER" ; +label variable ER27540 "M18F WTR WF MORE/FEWER HRS THAN M18E" ; +label variable ER27541 "M18G WF ESTIMATE RELIG VLNTEER ANN HRS" ; +label variable ER27542 "M18H WTR M18G INCLUDES EXTRA VOLUNTEER" ; +label variable ER27543 "M18I ANN HRS REGULAR VLNTEER+EXTRA" ; +label variable ER27544 "M21A HOW OFTEN HD YOUTH VLNTEER LAST YR" ; +label variable ER27545 "M21A HOW OFTEN HD YOUTH VOLUNTEER PER" ; +label variable ER27546 "M21C HD HOURS VOLUNTEER EACH TIME" ; +label variable ER27547 "M21C HD MINUTES VOLUNTEER EACH TIME" ; +label variable ER27548 "M21D HD ANNUAL HRS YOUTH VOLUNTEER" ; +label variable ER27549 "M21E WTR HD MORE/FEWER HRS THAN M21D" ; +label variable ER27550 "M21F HD ESTIMATE YOUTH VLNTEER ANN HRS" ; +label variable ER27551 "M21G WTR M21F INCLUDES EXTRA VOLUNTEER" ; +label variable ER27552 "M21H ANN HRS REGULAR VLNTEER+EXTRA" ; +label variable ER27553 "M23A HOW OFTEN WF YOUTH VLNTEER LAST YR" ; +label variable ER27554 "M23A HOW OFTEN WF YOUTH VOLUNTEER PER" ; +label variable ER27555 "M23C WF HOURS VOLUNTEER EACH TIME" ; +label variable ER27556 "M23C WF MINUTES VOLUNTEER EACH TIME" ; +label variable ER27557 "M23D WF ANNUAL HRS YOUTH VOLUNTEER" ; +label variable ER27558 "M23E WTR WF MORE/FEWER HRS THAN M23D" ; +label variable ER27559 "M23F HD ESTIMATE YOUTH VLNTEER ANN HRS" ; +label variable ER27560 "M23G WTR M23F INCLUDES EXTRA VOLUNTEER" ; +label variable ER27561 "M23H ANN HRS REGULAR VLNTEER+EXTRA" ; +label variable ER27562 "M25A HOW OFTEN HD SENIOR VLNTEER LAST YR" ; +label variable ER27563 "M25A HOW OFTEN HD SENIOR VOLUNTEER PER" ; +label variable ER27564 "M25C HD HOURS VOLUNTEER EACH TIME" ; +label variable ER27565 "M25C HD MINUTES VOLUNTEER EACH TIME" ; +label variable ER27566 "M25D HD ANNUAL HRS SENIOR VOLUNTEER" ; +label variable ER27567 "M25E WTR HD MORE/FEWER HRS THAN M25D" ; +label variable ER27568 "M25F HD ESTIMATE SENIOR VLNTEER ANN HRS" ; +label variable ER27569 "M25G WTR M25F INCLUDES EXTRA VOLUNTEER" ; +label variable ER27570 "M25H ANN HRS REGULAR VLNTEER+EXTRA" ; +label variable ER27571 "M27A HOW OFTEN WF SENIOR VLNTEER LAST YR" ; +label variable ER27572 "M27A HOW OFTEN WF SENIOR VOLUNTEER PER" ; +label variable ER27573 "M27C WF HOURS VOLUNTEER EACH TIME" ; +label variable ER27574 "M27C WF MINUTES VOLUNTEER EACH TIME" ; +label variable ER27575 "M27D WF ANNUAL HRS SENIOR VOLUNTEER" ; +label variable ER27576 "M27E WTR WF MORE/FEWER HRS THAN M27D" ; +label variable ER27577 "M27F WF ESTIMATE SENIOR VLNTEER ANN HRS" ; +label variable ER27578 "M27G WTR M27F INCLUDES EXTRA VOLUNTEER" ; +label variable ER27579 "M27H ANN HRS REGULAR VLNTEER+EXTRA" ; +label variable ER27580 "M29A HOW OFTEN HD HEALTH VLNTEER LAST YR" ; +label variable ER27581 "M29A HOW OFTEN HD HEALTH VOLUNTEER PER" ; +label variable ER27582 "M29C HD HOURS VOLUNTEER EACH TIME" ; +label variable ER27583 "M29C HD MINUTES VOLUNTEER EACH TIME" ; +label variable ER27584 "M29D HD ANNUAL HRS HEALTH VOLUNTEER" ; +label variable ER27585 "M29E WTR HD MORE/FEWER HRS THAN M29D" ; +label variable ER27586 "M29F HD ESTIMATE HEALTH VLNTEER ANN HRS" ; +label variable ER27587 "M29G WTR M29F INCLUDES EXTRA VOLUNTEER" ; +label variable ER27588 "M29H ANN HRS REGULAR VLNTEER+EXTRA" ; +label variable ER27589 "M31A HOW OFTEN WF HEALTH VLNTEER LAST YR" ; +label variable ER27590 "M31A HOW OFTEN WF HEALTH VOLUNTEER PER" ; +label variable ER27591 "M31C WF HOURS VOLUNTEER EACH TIME" ; +label variable ER27592 "M31C WF MINUTES VOLUNTEER EACH TIME" ; +label variable ER27593 "M31D WF ANNUAL HRS HEALTH VOLUNTEER" ; +label variable ER27594 "M31E WTR WF MORE/FEWER HRS THAN M31D" ; +label variable ER27595 "M31F WF ESTIMATE HEALTH VLNTEER ANN HRS" ; +label variable ER27596 "M31G WTR M31F INCLUDES EXTRA VOLUNTEER" ; +label variable ER27597 "M31H ANN HRS REGULAR VLNTEER+EXTRA" ; +label variable ER27598 "M33A HOW OFTEN HD VLNTEER NEEDY LAST YR" ; +label variable ER27599 "M33A HOW OFTEN HD VOLUNTEER NEEDY PER" ; +label variable ER27600 "M33C HD HOURS VOLUNTEER EACH TIME" ; +label variable ER27601 "M33C HD MINUTES VOLUNTEER EACH TIME" ; +label variable ER27602 "M33D HD ANNUAL HRS VOLUNTEER FOR NEEDY" ; +label variable ER27603 "M33E WTR HD MORE/FEWER HRS THAN M33D" ; +label variable ER27604 "M33F HD ESTIMATE VLNTEER NEEDY ANN HRS" ; +label variable ER27605 "M33G WTR M33F INCLUDES EXTRA VOLUNTEER" ; +label variable ER27606 "M33H ANN HRS REGULAR VLNTEER+EXTRA" ; +label variable ER27607 "M35A HOW OFTEN WF VLNTEER NEEDY LAST YR" ; +label variable ER27608 "M35A HOW OFTEN WF VOLUNTEER NEEDY PER" ; +label variable ER27609 "M35C WF HOURS VOLUNTEER EACH TIME" ; +label variable ER27610 "M35C WF MINUTES VOLUNTEER EACH TIME" ; +label variable ER27611 "M35D WF ANNUAL HRS VOLUNTEER FOR NEEDY" ; +label variable ER27612 "M35E WTR WF MORE/FEWER HRS THAN M35D" ; +label variable ER27613 "M35F WF ESTIMATE VLNTEER NEEDY ANN HRS" ; +label variable ER27614 "M35G WTR M35F INCLUDES EXTRA VOLUNTEER" ; +label variable ER27615 "M35H ANN HRS REGULAR VLNTEER+EXTRA" ; +label variable ER27616 "M37A HOW OFTEN HD VLNTEER CHANGE LST YR" ; +label variable ER27617 "M37A HOW OFTEN HD VOLUNTEER CHANGE PER" ; +label variable ER27618 "M37C HD HOURS VOLUNTEER EACH TIME" ; +label variable ER27619 "M37C HD MINUTES VOLUNTEER EACH TIME" ; +label variable ER27620 "M37D HD ANNUAL HRS VLNTEER FOR CHANGE" ; +label variable ER27621 "M37E WTR HD MORE/FEWER HRS THAN M37D" ; +label variable ER27622 "M37F HD ESTIMATE VLNTEER CHANGE ANN HRS" ; +label variable ER27623 "M37G WTR M37F INCLUDES EXTRA VOLUNTEER" ; +label variable ER27624 "M37H ANN HRS REGULAR VLNTEER+EXTRA" ; +label variable ER27625 "M39A HOW OFTEN WF VLNTEER CHANGE LST YR" ; +label variable ER27626 "M39A HOW OFTEN WF VOLUNTEER CHANGE PER" ; +label variable ER27627 "M39C WF HOURS VOLUNTEER EACH TIME" ; +label variable ER27628 "M39C WF MINUTES VOLUNTEER EACH TIME" ; +label variable ER27629 "M39D WF ANNUAL HRS VLNTEER FOR CHANGE" ; +label variable ER27630 "M39E WTR WF MORE/FEWER HRS THAN M39D" ; +label variable ER27631 "M39F WF ESTIMATE VLNTEER CHANGE ANN HRS" ; +label variable ER27632 "M39G WTR M39F INCLUDES EXTRA VOLUNTEER" ; +label variable ER27633 "M39H ANN HRS REGULAR VLNTEER+EXTRA" ; +label variable ER27634 "M41 WTR HD OTHER VLNTEER LAST YR" ; +label variable ER27634A "M41 TYPE ORG HD VLNTEER LAST YR" ; +label variable ER27635 "M41B HOW OFTEN HD OTHER VLNTEER" ; +label variable ER27636 "M41B HOW OFTEN HD OTHER VLNTEER PER" ; +label variable ER27637 "M41C HD HOURS VOLUNTEER EACH TIME" ; +label variable ER27638 "M41C HD MINUTES VOLUNTEER EACH TIME" ; +label variable ER27639 "M41D HD ANNURAL HRS OTHER VOLUNTEER" ; +label variable ER27640 "M41E WTR HD MORE/FEWER HRS THAN M41D" ; +label variable ER27641 "M41F HD ESTIMATE OTHER VLNTEER ANN HRS" ; +label variable ER27642 "M41G WTR M41F INCLUDES EXTRA VOLUNTEER" ; +label variable ER27643 "M41H ANN HRS REGULAR VLNTEER+EXTRA" ; +label variable ER27644 "M43 WTR WF OTHER VLNTEER LAST YR" ; +label variable ER27644A "M43 TYPE ORG WF VLNTEER LAST YR" ; +label variable ER27645 "M43B HOW OFTEN WF OTHER VLNTEER" ; +label variable ER27646 "M43B HOW OFTEN WF OTHER VLNTEER PER" ; +label variable ER27647 "M43C WF HOURS VOLUNTEER EACH TIME" ; +label variable ER27648 "M43C WF MINUTES VOLUNTEER EACH TIME" ; +label variable ER27649 "M43D WF ANNURAL HRS OTHER VOLUNTEER" ; +label variable ER27650 "M43E WTR WF MORE/FEWER HRS THAN M43D" ; +label variable ER27651 "M43F WF ESTIMATE OTHER VLNTEER ANN HRS" ; +label variable ER27652 "M43G WTR M43F INCLUDES EXTRA VOLUNTEER" ; +label variable ER27653 "M43H ANN HRS REGULAR VLNTEER+EXTRA" ; +label variable ER27654 "M45 WTR VOLUNTEER THRU ORGS" ; +label variable ER27655 "M46 WTR THRU PLACE OF WORSHIP" ; +label variable ER27656 "M46A HRS THRU PLACE OF WORSHIP" ; +label variable ER27657 "M47 WTR THRU ORGS FOR KIDS" ; +label variable ER27658 "M47A HRS THRU ORGS FOR KIDS" ; +label variable ER27659 "M48 WTR THRU ORGS FOR SENIORS" ; +label variable ER27660 "M48A HRS THRU ORGS FOR SENIORS" ; +label variable ER27661 "M49 WTR THRU HEALTH ORGS" ; +label variable ER27662 "M49A HRS THRU HEALTH ORGS" ; +label variable ER27663 "M50 WTR THRU ORGS FOR POOR" ; +label variable ER27664 "M50A HRS THRU ORGS FOR POOR" ; +label variable ER27665 "M51 WTR THRU ORGS FOR SOC CHANGE" ; +label variable ER27666 "M51A HRS THRU ORGS FOR SOC CHANGE" ; +label variable ER27667 "M52 WTR THRU ORGS FOR OTR PURPOSES" ; +label variable ER27667A "M52 TYPE ORGS FOR OTR PURPOSES" ; +label variable ER27668 "M52A HRS THRU ORGS FOR OTR PURPOSES" ; +label variable ER27669 "M52B WTR DONATED TO TSUNAMI VICTIMS" ; +label variable ER27670 "M52C WTR DONATED THRU CHURCH ETC" ; +label variable ER27671 "M52D WTR DONATED THRU INTERNET" ; +label variable ER27672 "M52E WTR DONATED THRU WORK/SCHOOL" ; +label variable ER27673 "M52F WTR DONATED THRU STORES" ; +label variable ER27674 "M52G WTR DONATED THRU CHARITY EVENT" ; +label variable ER27675 "M52H WTR DONATD THRU MAIL/PHONE SOLICIT" ; +label variable ER27676 "M52I WTR DONATED THRU TV/RADIO SOLICIT" ; +label variable ER27677 "M52J WTR DONATED THRU OTHER METHOD" ; +label variable ER27678 "M52K TOT DONATIONS TO TSUNAMI VICTIMS" ; +label variable ER27679 "M52K1 WTR DONATED $50 OR MORE" ; +label variable ER27680 "M52K2 WTR DONATED $25 OR MORE" ; +label variable ER27681 "M52K3 WTR DONATED $100 OR MORE" ; +label variable ER27682 "M52K4 WTR DONATED $300 OR MORE" ; +label variable ER27683 "M52L WTR TSUNAMI AMT INCL IN M1-M12" ; +label variable ER27684 "M53A WTR REC HELP FROM OTRS LAST YEAR" ; +label variable ER27685 "M53B WTR REC HELP FROM OTRS LAST YEAR" ; +label variable ER27686 "M53C WTR REC HELP FROM OTRS LAST YEAR" ; +label variable ER27687 "M53D WTR REC HELP FROM OTRS LAST YEAR" ; +label variable ER27688 "M53E WTR REC HELP FROM OTRS LAST YEAR" ; +label variable ER27689 "M53F WTR REC HELP FROM OTRS LAST YEAR" ; +label variable ER27690 "M53G WTR REC HELP FROM OTRS LAST YEAR" ; +label variable ER27691 "M53H WTR REC HELP FROM OTRS LAST YEAR" ; +label variable ER27692 "M54A WTR REC HELP FROM OTRS LAST YEAR" ; +label variable ER27693 "M54B WTR REC HELP FROM OTRS LAST YEAR" ; +label variable ER27694 "M54C WTR REC HELP FROM OTRS LAST YEAR" ; +label variable ER27695 "M54D WTR REC HELP FROM OTRS LAST YEAR" ; +label variable ER27696 "M54E WTR REC HELP FROM OTRS LAST YEAR" ; +label variable ER27697 "M54F WTR REC HELP FROM OTRS LAST YEAR" ; +label variable ER27698 "M54G WTR REC HELP FROM OTRS LAST YEAR" ; +label variable ER27699 "M54H WTR REC HELP FROM OTRS LAST YEAR" ; +label variable ER27700 "M55A WTR REC OTR GVT ASST LAST YEAR" ; +label variable ER27701 "M55B WTR REC OTR GVT ASST LAST YEAR" ; +label variable ER27702 "M55C WTR REC OTR GVT ASST LAST YEAR" ; +label variable ER27703 "M55D WTR REC OTR GVT ASST LAST YEAR" ; +label variable ER27704 "M55E WTR REC OTR GVT ASST LAST YEAR" ; +label variable ER27705 "M55F WTR REC OTR GVT ASST LAST YEAR" ; +label variable ER27706 "M55G WTR REC OTR GVT ASST LAST YEAR" ; +label variable ER27707 "M55H WTR REC OTR GVT ASST LAST YEAR" ; +label variable ER27708 "M56 FREQ ATTEND RELIGIOUS SVCS-HD" ; +label variable ER27709 "M56 FREQ RELIGIOUS SERVICES PER-HD" ; +label variable ER27710 "M57 FREQ ATTEND RELIGIOUS SVCS-HD" ; +label variable ER27711 "M57 FREQ RELIGIOUS SERVICES PER-HD" ; +label variable ER27727 "R20 WTR RECD SOC SECURITY YR BEFORE LAST" ; +label variable ER27728 "R22 TYPE SOC SEC MEN 1 YR BEFORE LAST" ; +label variable ER27729 "R22 TYPE SOC SEC MEN 2 YR BEFORE LAST" ; +label variable ER27730 "R23 SOCIAL SECURITY AMOUNT YEAR B4 LAST" ; +label variable ER27731 "R23 SOCIAL SECURITY PER YEAR BEFORE LAST" ; +label variable ER27732 "R24 WTR RECD SOC SEC JAN YR BEFORE LAST" ; +label variable ER27733 "R24 WTR RECD SOC SEC FEB YR BEFORE LAST" ; +label variable ER27734 "R24 WTR RECD SOC SEC MAR YR BEFORE LAST" ; +label variable ER27735 "R24 WTR RECD SOC SEC APR YR BEFORE LAST" ; +label variable ER27736 "R24 WTR RECD SOC SEC MAY YR BEFORE LAST" ; +label variable ER27737 "R24 WTR RECD SOC SEC JUN YR BEFORE LAST" ; +label variable ER27738 "R24 WTR RECD SOC SEC JUL YR BEFORE LAST" ; +label variable ER27739 "R24 WTR RECD SOC SEC AUG YR BEFORE LAST" ; +label variable ER27740 "R24 WTR RECD SOC SEC SEP YR BEFORE LAST" ; +label variable ER27741 "R24 WTR RECD SOC SEC OCT YR BEFORE LAST" ; +label variable ER27742 "R24 WTR RECD SOC SEC NOV YR BEFORE LAST" ; +label variable ER27743 "R24 WTR RECD SOC SEC DEC YR BEFORE LAST" ; +label variable ER27744 "R25 WTR RECD RETIREMENT YR BEFORE LAST" ; +label variable ER27745 "R26 RETIREMENT AMOUNT YEAR BEFORE LAST" ; +label variable ER27746 "R26 RETIREMENT PER YEAR BEFORE LAST" ; +label variable ER27747 "R28 WTR RECD RETIREMENT JAN YR B4 LAST" ; +label variable ER27748 "R28 WTR RECD RETIREMENT FEB YR B4 LAST" ; +label variable ER27749 "R28 WTR RECD RETIREMENT MAR YR B4 LAST" ; +label variable ER27750 "R28 WTR RECD RETIREMENT APR YR B4 LAST" ; +label variable ER27751 "R28 WTR RECD RETIREMENT MAY YR B4 LAST" ; +label variable ER27752 "R28 WTR RECD RETIREMENT JUN YR B4 LAST" ; +label variable ER27753 "R28 WTR RECD RETIREMENT JUL YR B4 LAST" ; +label variable ER27754 "R28 WTR RECD RETIREMENT AUG YR B4 LAST" ; +label variable ER27755 "R28 WTR RECD RETIREMENT SEP YR B4 LAST" ; +label variable ER27756 "R28 WTR RECD RETIREMENT OCT YR B4 LAST" ; +label variable ER27757 "R28 WTR RECD RETIREMENT NOV YR B4 LAST" ; +label variable ER27758 "R28 WTR RECD RETIREMENT DEC YR B4 LAST" ; +label variable ER27759 "R29 WTR RECD VA PENSION YR BEFORE LAST" ; +label variable ER27760 "R31 VA PENSION AMOUNT YEAR BEFORE LAST" ; +label variable ER27761 "R31 VA PENSION PER YEAR BEFORE LAST" ; +label variable ER27762 "R32 WTR RECD VA PENSION JAN YR B4 LAST" ; +label variable ER27763 "R32 WTR RECD VA PENSION FEB YR B4 LAST" ; +label variable ER27764 "R32 WTR RECD VA PENSION MAR YR B4 LAST" ; +label variable ER27765 "R32 WTR RECD VA PENSION APR YR B4 LAST" ; +label variable ER27766 "R32 WTR RECD VA PENSION MAY YR B4 LAST" ; +label variable ER27767 "R32 WTR RECD VA PENSION JUN YR B4 LAST" ; +label variable ER27768 "R32 WTR RECD VA PENSION JUL YR B4 LAST" ; +label variable ER27769 "R32 WTR RECD VA PENSION AUG YR B4 LAST" ; +label variable ER27770 "R32 WTR RECD VA PENSION SEP YR B4 LAST" ; +label variable ER27771 "R32 WTR RECD VA PENSION OCT YR B4 LAST" ; +label variable ER27772 "R32 WTR RECD VA PENSION NOV YR B4 LAST" ; +label variable ER27773 "R32 WTR RECD VA PENSION DEC YR B4 LAST" ; +label variable ER27774 "R33 WTR RECD UNEMP COMP YR BEFORE LAST" ; +label variable ER27775 "R35 UNEMP COMP AMOUNT YEAR BEFORE LAST" ; +label variable ER27776 "R35 UNEMP COMP PER YEAR BEFORE LAST" ; +label variable ER27777 "R36 WTR RECD UNEMP COMP JAN YR B4 LAST" ; +label variable ER27778 "R36 WTR RECD UNEMP COMP FEB YR B4 LAST" ; +label variable ER27779 "R36 WTR RECD UNEMP COMP MAR YR B4 LAST" ; +label variable ER27780 "R36 WTR RECD UNEMP COMP APR YR B4 LAST" ; +label variable ER27781 "R36 WTR RECD UNEMP COMP MAY YR B4 LAST" ; +label variable ER27782 "R36 WTR RECD UNEMP COMP JUN YR B4 LAST" ; +label variable ER27783 "R36 WTR RECD UNEMP COMP JUL YR B4 LAST" ; +label variable ER27784 "R36 WTR RECD UNEMP COMP AUG YR B4 LAST" ; +label variable ER27785 "R36 WTR RECD UNEMP COMP SEP YR B4 LAST" ; +label variable ER27786 "R36 WTR RECD UNEMP COMP OCT YR B4 LAST" ; +label variable ER27787 "R36 WTR RECD UNEMP COMP NOV YR B4 LAST" ; +label variable ER27788 "R36 WTR RECD UNEMP COMP DEC YR B4 LAST" ; +label variable ER27789 "R37 WTR RECD WORKERS COMP YR BEFORE LAST" ; +label variable ER27790 "R39 WORKERS COMP AMOUNT YEAR BEFORE LAST" ; +label variable ER27791 "R39 WORKERS COMP PER YEAR BEFORE LAST" ; +label variable ER27792 "R40 WTR RECD WORKERS COMP JAN YR B4 LAST" ; +label variable ER27793 "R40 WTR RECD WORKERS COMP FEB YR B4 LAST" ; +label variable ER27794 "R40 WTR RECD WORKERS COMP MAR YR B4 LAST" ; +label variable ER27795 "R40 WTR RECD WORKERS COMP APR YR B4 LAST" ; +label variable ER27796 "R40 WTR RECD WORKERS COMP MAY YR B4 LAST" ; +label variable ER27797 "R40 WTR RECD WORKERS COMP JUN YR B4 LAST" ; +label variable ER27798 "R40 WTR RECD WORKERS COMP JUL YR B4 LAST" ; +label variable ER27799 "R40 WTR RECD WORKERS COMP AUG YR B4 LAST" ; +label variable ER27800 "R40 WTR RECD WORKERS COMP SEP YR B4 LAST" ; +label variable ER27801 "R40 WTR RECD WORKERS COMP OCT YR B4 LAST" ; +label variable ER27802 "R40 WTR RECD WORKERS COMP NOV YR B4 LAST" ; +label variable ER27803 "R40 WTR RECD WORKERS COMP DEC YR B4 LAST" ; +label variable ER27804 "R41 WTR RECD TANF (ADC) YR B4 LAST" ; +label variable ER27805 "R45 TANF (ADC) AMOUNT YEAR BEFORE LAST" ; +label variable ER27806 "R45 TANF (ADC) PER YEAR BEFORE LAST" ; +label variable ER27807 "R46 WTR RECD TANF (ADC) JAN YR B4 LAST" ; +label variable ER27808 "R46 WTR RECD TANF (ADC) FEB YR B4 LAST" ; +label variable ER27809 "R46 WTR RECD TANF (ADC) MAR YR B4 LAST" ; +label variable ER27810 "R46 WTR RECD TANF (ADC) APR YR B4 LAST" ; +label variable ER27811 "R46 WTR RECD TANF (ADC) MAY YR B4 LAST" ; +label variable ER27812 "R46 WTR RECD TANF (ADC) JUN YR B4 LAST" ; +label variable ER27813 "R46 WTR RECD TANF (ADC) JUL YR B4 LAST" ; +label variable ER27814 "R46 WTR RECD TANF (ADC) AUG YR B4 LAST" ; +label variable ER27815 "R46 WTR RECD TANF (ADC) SEP YR B4 LAST" ; +label variable ER27816 "R46 WTR RECD TANF (ADC) OCT YR B4 LAST" ; +label variable ER27817 "R46 WTR RECD TANF (ADC) NOV YR B4 LAST" ; +label variable ER27818 "R46 WTR RECD TANF (ADC) DEC YR B4 LAST" ; +label variable ER27819 "R47 WTR RECEIVED SSI YR BEFORE LAST" ; +label variable ER27820 "R49 SSI AMOUNT YEAR BEFORE LAST" ; +label variable ER27821 "R49 SSI PER YEAR BEFORE LAST" ; +label variable ER27822 "R50 WTR RECD SSI JAN YR BEFORE LAST" ; +label variable ER27823 "R50 WTR RECD SSI FEB YR BEFORE LAST" ; +label variable ER27824 "R50 WTR RECD SSI MAR YR BEFORE LAST" ; +label variable ER27825 "R50 WTR RECD SSI APR YR BEFORE LAST" ; +label variable ER27826 "R50 WTR RECD SSI MAY YR BEFORE LAST" ; +label variable ER27827 "R50 WTR RECD SSI JUN YR BEFORE LAST" ; +label variable ER27828 "R50 WTR RECD SSI JUL YR BEFORE LAST" ; +label variable ER27829 "R50 WTR RECD SSI AUG YR BEFORE LAST" ; +label variable ER27830 "R50 WTR RECD SSI SEP YR BEFORE LAST" ; +label variable ER27831 "R50 WTR RECD SSI OCT YR BEFORE LAST" ; +label variable ER27832 "R50 WTR RECD SSI NOV YR BEFORE LAST" ; +label variable ER27833 "R50 WTR RECD SSI DEC YR BEFORE LAST" ; +label variable ER27834 "R51 WTR RECEIVED OTR WELFARE YR B4 LAST" ; +label variable ER27835 "R53 OTR WELFARE AMOUNT YEAR BEFORE LAST" ; +label variable ER27836 "R53 OTR WELFARE PER YEAR BEFORE LAST" ; +label variable ER27837 "R54 WTR RECD OTR WELFARE JAN YR B4 LAST" ; +label variable ER27838 "R54 WTR RECD OTR WELFARE FEB YR B4 LAST" ; +label variable ER27839 "R54 WTR RECD OTR WELFARE MAR YR B4 LAST" ; +label variable ER27840 "R54 WTR RECD OTR WELFARE APR YR B4 LAST" ; +label variable ER27841 "R54 WTR RECD OTR WELFARE MAY YR B4 LAST" ; +label variable ER27842 "R54 WTR RECD OTR WELFARE JUN YR B4 LAST" ; +label variable ER27843 "R54 WTR RECD OTR WELFARE JUL YR B4 LAST" ; +label variable ER27844 "R54 WTR RECD OTR WELFARE AUG YR B4 LAST" ; +label variable ER27845 "R54 WTR RECD OTR WELFARE SEP YR B4 LAST" ; +label variable ER27846 "R54 WTR RECD OTR WELFARE OCT YR B4 LAST" ; +label variable ER27847 "R54 WTR RECD OTR WELFARE NOV YR B4 LAST" ; +label variable ER27848 "R54 WTR RECD OTR WELFARE DEC YR B4 LAST" ; +label variable ER27849 "R55 WTR REC CH SUPP/ALIMONY YR B4 LAST" ; +label variable ER27850 "R57 CH SUPP/ALIMONY AMT YR BEFORE LAST" ; +label variable ER27851 "R57 CH SUPP/ALIMONY PER YR BEFORE LAST" ; +label variable ER27852 "R58 WTR REC CH SUPP/ALMNY JAN YR B4 LAST" ; +label variable ER27853 "R58 WTR REC CH SUPP/ALMNY FEB YR B4 LAST" ; +label variable ER27854 "R58 WTR REC CH SUPP/ALMNY MAR YR B4 LAST" ; +label variable ER27855 "R58 WTR REC CH SUPP/ALMNY APR YR B4 LAST" ; +label variable ER27856 "R58 WTR REC CH SUPP/ALMNY MAY YR B4 LAST" ; +label variable ER27857 "R58 WTR REC CH SUPP/ALMNY JUN YR B4 LAST" ; +label variable ER27858 "R58 WTR REC CH SUPP/ALMNY JUL YR B4 LAST" ; +label variable ER27859 "R58 WTR REC CH SUPP/ALMNY AUG YR B4 LAST" ; +label variable ER27860 "R58 WTR REC CH SUPP/ALMNY SEP YR B4 LAST" ; +label variable ER27861 "R58 WTR REC CH SUPP/ALMNY OCT YR B4 LAST" ; +label variable ER27862 "R58 WTR REC CH SUPP/ALMNY NOV YR B4 LAST" ; +label variable ER27863 "R58 WTR REC CH SUPP/ALMNY DEC YR B4 LAST" ; +label variable ER27864 "R59 WTR REC HELP FROM RELS YR B4 LAST" ; +label variable ER27865 "R61 HELP FROM RELS AMT YEAR BEFORE LAST" ; +label variable ER27866 "R61 HELP FROM RELS PER YEAR BEFORE LAST" ; +label variable ER27867 "R62 WTR REC HELP FRM RELS JAN YR B4 LAST" ; +label variable ER27868 "R62 WTR REC HELP FRM RELS FEB YR B4 LAST" ; +label variable ER27869 "R62 WTR REC HELP FRM RELS MAR YR B4 LAST" ; +label variable ER27870 "R62 WTR REC HELP FRM RELS APR YR B4 LAST" ; +label variable ER27871 "R62 WTR REC HELP FRM RELS MAY YR B4 LAST" ; +label variable ER27872 "R62 WTR REC HELP FRM RELS JUN YR B4 LAST" ; +label variable ER27873 "R62 WTR REC HELP FRM RELS JUL YR B4 LAST" ; +label variable ER27874 "R62 WTR REC HELP FRM RELS AUG YR B4 LAST" ; +label variable ER27875 "R62 WTR REC HELP FRM RELS SEP YR B4 LAST" ; +label variable ER27876 "R62 WTR REC HELP FRM RELS OCT YR B4 LAST" ; +label variable ER27877 "R62 WTR REC HELP FRM RELS NOV YR B4 LAST" ; +label variable ER27878 "R62 WTR REC HELP FRM RELS DEC YR B4 LAST" ; +label variable ER27879 "WHO WAS RESPONDENT" ; +label variable ER27880 "# CALLS FOR IW" ; +label variable ER27881 "LANGUAGE OF INTERVIEW" ; +label variable ER27882 "# OF INDIVIDUAL RECORDS" ; +label variable ER27883 "HEAD WORK WEEKS-2004" ; +label variable ER27884 "HEAD WEEKLY WORK HOURS-2004" ; +label variable ER27885 "HD OVERTIME WORK HOURS-2004" ; +label variable ER27886 "HEAD TOTAL HOURS OF WORK-2004" ; +label variable ER27887 "HD WEEKS MISSED FOR ILLNESS OF OTRS-2004" ; +label variable ER27888 "HD WEEKS MISSED FOR OWN ILLNESS-2004" ; +label variable ER27889 "HEAD WEEKS OFF FOR VACATION-2004" ; +label variable ER27890 "HEAD STRIKE WEEKS-2004" ; +label variable ER27891 "HEAD WEEKS LAID OFF-2004" ; +label variable ER27892 "HEAD UNEMPLOYMENT WEEKS-2004" ; +label variable ER27893 "HEAD WEEKS OUT OF LABOR FORCE-2004" ; +label variable ER27894 "WIFE WORK WEEKS-2004" ; +label variable ER27895 "WIFE WEEKLY WORK HOURS-2004" ; +label variable ER27896 "WF OVERTIME WORK HOURS-2004" ; +label variable ER27897 "WIFE TOTAL HOURS OF WORK-2004" ; +label variable ER27898 "WF WEEKS MISSED FOR ILLNESS OF OTRS-2004" ; +label variable ER27899 "WF WEEKS MISSED FOR OWN ILLNESS-2004" ; +label variable ER27900 "WIFE WEEKS OFF FOR VACATION-2004" ; +label variable ER27901 "WIFE STRIKE WEEKS-2004" ; +label variable ER27902 "WIFE WEEKS LAID OFF-2004" ; +label variable ER27903 "WIFE UNEMPLOYMENT WEEKS-2004" ; +label variable ER27904 "WIFE WEEKS OUT OF LABOR FORCE-2004" ; +label variable ER27905 "TOTAL BUSINESS INCOME-2004" ; +label variable ER27906 "ACC BUSINESS INCOME-2004" ; +label variable ER27907 "NUMBER OF BUSINESSES OWNED BY FU IN 2004" ; +label variable ER27908 "FARM INCOME OF HEAD-2004" ; +label variable ER27909 "ACC FARM INCOME OF HEAD-2004" ; +label variable ER27910 "HD LABOR INCOME FROM BUSINESS-2004" ; +label variable ER27911 "HD ASSET INCOME FROM BUSINESS-2004" ; +label variable ER27912 "NUMBER OF BUSINESSES OWNED BY HEAD" ; +label variable ER27913 "WAGES AND SALARIES OF HEAD-2004" ; +label variable ER27914 "ACC WAGES AND SALARIES OF HEAD-2004" ; +label variable ER27915 "BONUS INCOME OF HEAD-2004" ; +label variable ER27916 "ACC BONUS INCOME OF HEAD-2004" ; +label variable ER27917 "OVERTIME INCOME OF HEAD-2004" ; +label variable ER27918 "ACC OVERTIME INCOME OF HEAD-2004" ; +label variable ER27919 "TIPS OF HEAD-2004" ; +label variable ER27920 "ACC TIPS OF HEAD-2004" ; +label variable ER27921 "COMMISSION INCOME OF HEAD-2004" ; +label variable ER27922 "ACC COMMISSION INCOME OF HEAD-2004" ; +label variable ER27923 "PROFESSIONAL PRACTICE OF HEAD-2004" ; +label variable ER27924 "ACC PROFESSIONL PRACTICE OF HD-2004" ; +label variable ER27925 "MARKET GARDENING INCOME OF HD-2004" ; +label variable ER27926 "ACC MARKET GARDENING INCOME OF HEAD" ; +label variable ER27927 "HEAD ADDITIONAL JOB INCOME-2004" ; +label variable ER27928 "ACC OF HEAD ADDITIONAL JOB INCOME" ; +label variable ER27929 "MISC LABOR INCOME OF HEAD-2004" ; +label variable ER27930 "ACC MISC LABOR INCOME OF HEAD-2004" ; +label variable ER27931 "LABOR INCOME OF HEAD-2004" ; +label variable ER27932 "HEAD RENT INCOME-2004" ; +label variable ER27933 "ACCURACY OF HEAD RENT INCOME-2004" ; +label variable ER27934 "HEAD DIVIDENDS-2004" ; +label variable ER27935 "ACCURACY OF HEAD DIVIDENDS-2004" ; +label variable ER27936 "HEAD INTEREST INCOME-2004" ; +label variable ER27937 "ACCURACY OF HEAD INTEREST INCOME-2004" ; +label variable ER27938 "HEAD INCOME FROM TRUSTS/ROYALTIES-2004" ; +label variable ER27939 "ACCURACY OF HD INCOME FROM TRUSTS-2004" ; +label variable ER27940 "WF LABOR INCOME FROM BUSINESS-2004" ; +label variable ER27941 "WF ASSET INCOME FROM BUSINESS-2004" ; +label variable ER27942 "NUMBER OF BUSINESSES OWNED BY WIFE" ; +label variable ER27943 "LABOR INCOME OF WIFE-2004" ; +label variable ER27944 "ACC LABOR INCOME OF WIFE-2004" ; +label variable ER27945 "WIFE RENT INCOME-2004" ; +label variable ER27946 "ACCURACY OF WIFE RENT INCOME-2004" ; +label variable ER27947 "WIFE DIVIDENDS-2004" ; +label variable ER27948 "ACCURACY OF WIFE DIVIDENDS-2004" ; +label variable ER27949 "WIFE INTEREST INCOME-2004" ; +label variable ER27950 "ACCURACY OF WIFE INTEREST INCOME-2004" ; +label variable ER27951 "WIFE INCOME FROM TRUSTS/ROYALTIES-2004" ; +label variable ER27952 "ACCURACY OF WF INCOME FROM TRUSTS-2004" ; +label variable ER27953 "HEAD AND WIFE TAXABLE INCOME-2004" ; +label variable ER27954 "HEAD INCOME FROM TANF, ETC.-2004" ; +label variable ER27955 "ACCURACY OF HEAD INCOME FROM TANF-2004" ; +label variable ER27956 "HEAD SSI-2004" ; +label variable ER27957 "ACCURACY OF HEAD SSI-2004" ; +label variable ER27958 "HEAD OTHER WELFARE-2004" ; +label variable ER27959 "ACCURACY OF HEAD OTHER WELFARE-2004" ; +label variable ER27960 "HEAD VA PENSION-2004" ; +label variable ER27961 "ACCURACY OF HEAD VA PENSION-2004" ; +label variable ER27962 "HEAD RETIREMENT/PENSIONS-2004" ; +label variable ER27963 "ACCURACY OF HEAD RETIREMENT-2004" ; +label variable ER27964 "HEAD ANNUITIES-2004" ; +label variable ER27965 "ACCURACY OF HEAD ANNUITIES-2004" ; +label variable ER27966 "HEAD OTHER RETIREMENT-2004" ; +label variable ER27967 "ACCURACY OF HEAD OTHER RETIREMENT-2004" ; +label variable ER27968 "HEAD UNEMPLOYMENT COMPENSATION-2004" ; +label variable ER27969 "ACCURACY OF HEAD UNEMPLOYMENT COMP-2004" ; +label variable ER27970 "HEAD WORKERS COMPENSATION-2004" ; +label variable ER27971 "ACCURACY OF HEAD WORKERS COMP-2004" ; +label variable ER27972 "CHILD SUPPORT RECEIVED BY HEAD-2004" ; +label variable ER27973 "ACCURACY OF HEAD CHILD SUPPORT-2004" ; +label variable ER27974 "HEAD INCOME FROM ALIMONY-2004" ; +label variable ER27975 "ACCURACY OF HEAD ALIMONY-2004" ; +label variable ER27976 "HEAD HELP FROM RELATIVES-2004" ; +label variable ER27977 "ACCURACY OF HEAD HELP FROM RELS-2004" ; +label variable ER27978 "HEAD HELP FROM OTHERS-2004" ; +label variable ER27979 "ACCURACY OF HEAD HELP FROM OTHERS-2004" ; +label variable ER27980 "HEAD MISCELLANEOUS TRANSFERS-2004" ; +label variable ER27981 "ACCURACY OF HD MISC TRANSFERS-2004" ; +label variable ER27982 "WIFE INCOME FROM TANF, ETC.-2004" ; +label variable ER27983 "ACCURACY OF WIFE INCOME FROM TANF-2004" ; +label variable ER27984 "WIFE SSI-2004" ; +label variable ER27985 "ACCURACY OF WIFE SSI-2004" ; +label variable ER27986 "WIFE OTHER WELFARE-2004" ; +label variable ER27987 "ACCURACY OF WIFE OTHER WELFARE-2004" ; +label variable ER27988 "WIFE RETIREMENT/ANNUITIES-2004" ; +label variable ER27989 "ACCURACY OF WIFE RETIREMENT-2004" ; +label variable ER27990 "WIFE UNEMPLOYMENT COMPENSATION-2004" ; +label variable ER27991 "ACCURACY OF WIFE UNEMPLOYMENT COMP-2004" ; +label variable ER27992 "WIFE WORKERS COMPENSATION-2004" ; +label variable ER27993 "ACCURACY OF WIFE WORKERS COMP-2004" ; +label variable ER27994 "CHILD SUPPORT RECEIVED BY WIFE-2004" ; +label variable ER27995 "ACCURACY OF WIFE CHILD SUPPORT-2004" ; +label variable ER27996 "WIFE HELP FROM RELATIVES-2004" ; +label variable ER27997 "ACCURACY OF WIFE HELP FROM RELS-2004" ; +label variable ER27998 "WIFE HELP FROM OTHERS-2004" ; +label variable ER27999 "ACCURACY OF WIFE HELP FROM OTHERS-2004" ; +label variable ER28000 "WIFE MISCELLANEOUS TRANSFERS-2004" ; +label variable ER28001 "ACCURACY OF WF MISC TRANSFERS-2004" ; +label variable ER28002 "HEAD AND WIFE TRANSFER INCOME-2004" ; +label variable ER28003 "HEAD WAGE RATE-2004" ; +label variable ER28004 "WIFE WAGE RATE-2004" ; +label variable ER28005 "TOTAL LABOR INCOME OF OTR FU MEMBRS-2004" ; +label variable ER28006 "ACCURACY OF OTR FU MEMBR LABOR Y-2004" ; +label variable ER28007 "TOTAL ASSET INCOME OF OTR FU MEMBRS-2004" ; +label variable ER28008 "ACCURACY OF OTR FU MEMBR ASSET Y-2004" ; +label variable ER28009 "TAXABLE INCOME OF OTHER FU MEMBERS-2004" ; +label variable ER28010 "OTR FU MEMBR INCOME FROM TANF, ETC.-2004" ; +label variable ER28011 "ACCURACY OF OFUM INCOME FROM TANF-2004" ; +label variable ER28012 "OTR FU MEMBERS SSI-2004" ; +label variable ER28013 "ACCURACY OF OTR FU MEMBERS SSI-2004" ; +label variable ER28014 "OTR FU MEMBERS OTHER WELFARE-2004" ; +label variable ER28015 "ACCURACY OF OFUM OTHER WELFARE-2004" ; +label variable ER28016 "OTHER FU MEMBERS VA PENSION-2004" ; +label variable ER28017 "ACCURACY OF OTR FU MEMBR VA PENSION-2004" ; +label variable ER28018 "OTHER FU MEMBR RETIREMENT/ANNUITIES-2004" ; +label variable ER28019 "ACCURACY OF OFUM RETIREMENT-2004" ; +label variable ER28020 "OFUM UNEMPLOYMENT COMPENSATION-2004" ; +label variable ER28021 "ACCURACY OF OFUM UNEMPLOYMENT COMP-2004" ; +label variable ER28022 "OTR FU MEMBERS WORKERS COMPENSATION-2004" ; +label variable ER28023 "ACCURACY OF OFUM WORKERS COMP-2004" ; +label variable ER28024 "OFUM INCOME FROM CHILD SUPPORT-2004" ; +label variable ER28025 "ACCURACY OF OFUM CHILD SUPPORT-2004" ; +label variable ER28026 "OTR FU MEMBERS HELP FROM RELATIVES-2004" ; +label variable ER28027 "ACCURACY OF OFUM HELP FROM RELS-2004" ; +label variable ER28028 "OFUM MISCELLANEOUS TRANSFERS-2004" ; +label variable ER28029 "ACCURACY OF OFUM MISC TRANSFERS-2004" ; +label variable ER28030 "TOTAL TRANSFER INCOME OF OFUMS-2004" ; +label variable ER28031 "HEAD SOCIAL SECURITY INCOME-2004" ; +label variable ER28032 "ACCURACY OF HEAD SOCIAL SECURITY-2004" ; +label variable ER28033 "WIFE SOCIAL SECURITY INCOME-2004" ; +label variable ER28034 "ACCURACY OF WIFE SOCIAL SECURITY-2004" ; +label variable ER28035 "OFUM SOCIAL SECURITY INCOME-2004" ; +label variable ER28036 "ACCURACY OF OFUM SOCIAL SECURITY-2004" ; +label variable ER28037 "TOTAL FAMILY INCOME-2004" ; +label variable ER28038 "USDA NEEDS STANDARD-2004" ; +label variable ER28039 "CENSUS NEEDS STANDARD-2004" ; +label variable ER28040 "USDA NEEDS STANDARD-2003" ; +label variable ER28041 "CENSUS NEEDS STANDARD-2003" ; +label variable ER28042 "CURRENT REGION" ; +label variable ER28043 "BEALE RURAL-URBAN CODE" ; +label variable ER28043A "RURAL-URBAN CODE (BEALE-COLLAPSED)" ; +label variable ER28044 "SIZE LARGEST CITY IN COUNTY" ; +label variable ER28045 "REGION HD GREW UP" ; +label variable ER28046 "HD GEOGRAPHIC MOBILITY" ; +label variable ER28047 "COMPLETED ED-HD" ; +label variable ER28048 "COMPLETED ED-WF" ; +label variable ER28049 "MARITAL STATUS-GENERATED" ; +label variable ER28050 "CHANGE IN MARITAL STATUS" ; +label variable ER28051 "COUPLE STATUS OF HEAD" ; +label variable ER28052 "YEAR NEW HEAD IN FU" ; +label variable ER28053 "YEAR NEW WIFE IN FU" ; +label variable ER28054 "HEAD-SPOUSE SAMPLE STATUS" ; +label variable ER28055 "NUMBER OF SPLITOFFS FROM MAIN FAM" ; +label variable ER28056 "MAIN FAMILY ID FOR SPLITOFF" ; +label variable ER28057 "CURRENT YR ID OF 1ST OTHER FU IN HU" ; +label variable ER28058 "REL OF 1ST OTHER FU" ; +label variable ER28059 "SIZE OF 1ST OTHER FU" ; +label variable ER28060 "CURRENT YR ID OF 2ND OTHER FU IN HU" ; +label variable ER28061 "REL OF 2ND OTHER FU" ; +label variable ER28062 "SIZE OF 2ND OTHER FU" ; +label variable ER28063 "CURRENT YR ID OF 3RD OTHER FU IN HU" ; +label variable ER28064 "REL OF 3RD OTHER FU" ; +label variable ER28065 "SIZE OF 3RD OTHER FU" ; +label variable ER28066 "CURRENT YR ID OF 4TH OTHER FU IN HU" ; +label variable ER28067 "REL OF 4TH OTHER FU" ; +label variable ER28068 "SIZE OF 4TH OTHER FU" ; +label variable ER28069 "HOUSEHOLD ID #" ; +label variable ER28070 "BIRTHS TO HEAD ONLY-2004" ; +label variable ER28071 "BIRTHS TO WIFE ONLY-2004" ; +label variable ER28072 "BIRTHS TO HEAD AND WIFE-2004" ; +label variable ER28073 "BIRTHS TO OFUMS ONLY-2004" ; +label variable ER28074 "BIRTHS TO HEAD ONLY-2003" ; +label variable ER28075 "BIRTHS TO WIFE ONLY-2003" ; +label variable ER28076 "BIRTHS TO HEAD AND WIFE-2003" ; +label variable ER28077 "BIRTHS TO OFUMS ONLY-2003" ; +label variable ER28078 "2005 CORE/IMMIGRANT FAM WEIGHT NUMBER 1" ; diff --git a/42/replication_package/data_replication/psid/raw_data/FAM2005ER.txt b/42/replication_package/data_replication/psid/raw_data/FAM2005ER.txt new file mode 100644 index 0000000000000000000000000000000000000000..01d4eb2ccfdd585f8e8f3d6f9bc41ae818e29d16 --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/FAM2005ER.txt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:c564bd6604d4fd2fd5804d1fbed50198404d5f026e9ca36068d89976e8c17b61 +size 49716426 diff --git a/42/replication_package/data_replication/psid/raw_data/FAM2007ER.do b/42/replication_package/data_replication/psid/raw_data/FAM2007ER.do new file mode 100644 index 0000000000000000000000000000000000000000..22c9404d98bd265cdfedaa51190a8546569d9400 --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/FAM2007ER.do @@ -0,0 +1,6776 @@ + +#delimit ; + +************************************************************************** + Label : PANEL STUDY OF INCOME DYNAMICS: 2007 PUBLIC RELEASE FAMILY FILE + Rows : 8289 + Columns : 5071 + ASCII File Date : February 19, 2014 +*************************************************************************; + 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7245 ER40693 7246 - 7246 ER40694 7247 - 7247 + ER40695 7248 - 7248 ER40696 7249 - 7249 ER40697 7250 - 7250 + ER40698 7251 - 7251 ER40699 7252 - 7252 ER40700 7253 - 7253 + ER40701 7254 - 7254 ER40702 7255 - 7255 ER40703 7256 - 7256 + ER40704 7257 - 7257 ER40705 7258 - 7264 ER40706 7265 - 7265 + ER40707 7266 - 7266 ER40708 7267 - 7267 ER40709 7268 - 7268 + ER40710 7269 - 7269 ER40711 7270 - 7270 ER40712 7271 - 7271 + ER40713 7272 - 7272 ER40714 7273 - 7273 ER40715 7274 - 7274 + ER40716 7275 - 7275 ER40717 7276 - 7276 ER40718 7277 - 7277 + ER40719 7278 - 7278 ER40720 7279 - 7285 ER40721 7286 - 7286 + ER40722 7287 - 7287 ER40723 7288 - 7288 ER40724 7289 - 7289 + ER40725 7290 - 7290 ER40726 7291 - 7291 ER40727 7292 - 7292 + ER40728 7293 - 7293 ER40729 7294 - 7294 ER40730 7295 - 7295 + ER40731 7296 - 7296 ER40732 7297 - 7297 ER40733 7298 - 7298 + ER40734 7299 - 7299 ER40735 7300 - 7306 ER40736 7307 - 7307 + ER40737 7308 - 7308 ER40738 7309 - 7309 ER40739 7310 - 7310 + ER40740 7311 - 7311 ER40741 7312 - 7312 ER40742 7313 - 7313 + ER40743 7314 - 7314 ER40744 7315 - 7315 ER40745 7316 - 7316 + ER40746 7317 - 7317 ER40747 7318 - 7318 ER40748 7319 - 7319 + ER40749 7320 - 7320 ER40750 7321 - 7327 ER40751 7328 - 7328 + ER40752 7329 - 7329 ER40753 7330 - 7330 ER40754 7331 - 7331 + ER40755 7332 - 7332 ER40756 7333 - 7333 ER40757 7334 - 7334 + ER40758 7335 - 7335 ER40759 7336 - 7336 ER40760 7337 - 7337 + ER40761 7338 - 7338 ER40762 7339 - 7339 ER40763 7340 - 7340 + ER40764 7341 - 7341 ER40765 7342 - 7348 ER40766 7349 - 7349 + ER40767 7350 - 7350 ER40768 7351 - 7351 ER40769 7352 - 7352 + ER40770 7353 - 7353 ER40771 7354 - 7354 ER40772 7355 - 7355 + ER40773 7356 - 7356 ER40774 7357 - 7357 ER40775 7358 - 7358 + ER40776 7359 - 7359 ER40777 7360 - 7360 ER40778 7361 - 7361 + ER40779 7362 - 7362 ER40780 7363 - 7369 ER40781 7370 - 7370 + ER40782 7371 - 7371 ER40783 7372 - 7372 ER40784 7373 - 7373 + ER40785 7374 - 7374 ER40786 7375 - 7375 ER40787 7376 - 7376 + ER40788 7377 - 7377 ER40789 7378 - 7378 ER40790 7379 - 7379 + ER40791 7380 - 7380 ER40792 7381 - 7381 ER40793 7382 - 7382 + ER40794 7383 - 7383 ER40795 7384 - 7390 ER40796 7391 - 7391 + ER40797 7392 - 7392 ER40798 7393 - 7393 ER40799 7394 - 7394 + ER40800 7395 - 7395 ER40801 7396 - 7396 ER40802 7397 - 7397 + ER40803 7398 - 7398 ER40804 7399 - 7399 ER40805 7400 - 7400 + ER40806 7401 - 7401 ER40807 7402 - 7402 ER40808 7403 - 7403 + ER40809 7404 - 7404 ER40810 7405 - 7411 ER40811 7412 - 7412 + ER40812 7413 - 7413 ER40813 7414 - 7414 ER40814 7415 - 7415 + ER40815 7416 - 7416 ER40816 7417 - 7417 ER40817 7418 - 7418 + ER40818 7419 - 7419 ER40819 7420 - 7420 ER40820 7421 - 7421 + ER40821 7422 - 7422 ER40822 7423 - 7423 ER40823 7424 - 7424 + ER40824 7425 - 7425 ER40825 7426 - 7432 ER40826 7433 - 7433 + ER40827 7434 - 7434 ER40828 7435 - 7435 ER40829 7436 - 7436 + ER40830 7437 - 7437 ER40831 7438 - 7438 ER40832 7439 - 7439 + ER40833 7440 - 7440 ER40834 7441 - 7441 ER40835 7442 - 7442 + ER40836 7443 - 7443 ER40837 7444 - 7444 ER40838 7445 - 7445 + ER40839 7446 - 7446 ER40840 7447 - 7453 ER40841 7454 - 7454 + ER40842 7455 - 7455 ER40843 7456 - 7456 ER40844 7457 - 7457 + ER40845 7458 - 7458 ER40846 7459 - 7459 ER40847 7460 - 7460 + ER40848 7461 - 7461 ER40849 7462 - 7462 ER40850 7463 - 7463 + ER40851 7464 - 7464 ER40852 7465 - 7465 ER40853 7466 - 7466 + ER40854 7467 - 7467 ER40855 7468 - 7474 ER40856 7475 - 7475 + ER40857 7476 - 7476 ER40858 7477 - 7477 ER40859 7478 - 7478 + ER40860 7479 - 7479 ER40861 7480 - 7480 ER40862 7481 - 7481 + ER40863 7482 - 7482 ER40864 7483 - 7483 ER40865 7484 - 7484 + ER40866 7485 - 7485 ER40867 7486 - 7486 ER40868 7487 - 7487 + ER40869 7488 - 7488 ER40870 7489 - 7491 ER40871 7492 - 7492 + ER40872 7493 - 7494 ER40873 7495 - 7498 ER40874 7499 - 7501 + ER40875 7502 - 7505 ER40876 7506 - 7509 ER40877 7510 - 7513 + ER40878 7514 - 7517 ER40879 7518 - 7521 ER40880 7522 - 7525 + ER40881 7526 - 7529 ER40882 7530 - 7533 ER40883 7534 - 7537 + ER40884 7538 - 7541 ER40885 7542 - 7544 ER40886 7545 - 7548 + ER40887 7549 - 7552 ER40888 7553 - 7556 ER40889 7557 - 7560 + ER40890 7561 - 7564 ER40891 7565 - 7568 ER40892 7569 - 7572 + ER40893 7573 - 7576 ER40894 7577 - 7580 ER40895 7581 - 7587 + ER40896 7588 - 7588 ER40897 7589 - 7589 ER40898 7590 - 7596 + ER40899 7597 - 7597 ER40900 7598 - 7604 ER40901 7605 - 7611 + ER40902 7612 - 7612 ER40903 7613 - 7619 ER40904 7620 - 7620 + ER40905 7621 - 7626 ER40906 7627 - 7627 ER40907 7628 - 7633 + ER40908 7634 - 7634 ER40909 7635 - 7640 ER40910 7641 - 7641 + ER40911 7642 - 7647 ER40912 7648 - 7648 ER40913 7649 - 7655 + ER40914 7656 - 7656 ER40915 7657 - 7663 ER40916 7664 - 7664 + ER40917 7665 - 7671 ER40918 7672 - 7672 ER40919 7673 - 7678 + ER40920 7679 - 7679 ER40921 7680 - 7686 ER40922 7687 - 7692 + ER40923 7693 - 7693 ER40924 7694 - 7699 ER40925 7700 - 7700 + ER40926 7701 - 7706 ER40927 7707 - 7707 ER40928 7708 - 7713 + ER40929 7714 - 7714 ER40930 7715 - 7721 ER40931 7722 - 7728 + ER40932 7729 - 7729 ER40933 7730 - 7736 ER40934 7737 - 7737 + ER40935 7738 - 7743 ER40936 7744 - 7744 ER40937 7745 - 7750 + ER40938 7751 - 7751 ER40939 7752 - 7757 ER40940 7758 - 7758 + ER40941 7759 - 7764 ER40942 7765 - 7765 ER40943 7766 - 7772 + ER40944 7773 - 7778 ER40945 7779 - 7779 ER40946 7780 - 7785 + ER40947 7786 - 7786 ER40948 7787 - 7792 ER40949 7793 - 7793 + ER40950 7794 - 7799 ER40951 7800 - 7800 ER40952 7801 - 7806 + ER40953 7807 - 7807 ER40954 7808 - 7813 ER40955 7814 - 7814 + ER40956 7815 - 7820 ER40957 7821 - 7821 ER40958 7822 - 7827 + ER40959 7828 - 7828 ER40960 7829 - 7834 ER40961 7835 - 7835 + ER40962 7836 - 7841 ER40963 7842 - 7842 ER40964 7843 - 7848 + ER40965 7849 - 7849 ER40966 7850 - 7855 ER40967 7856 - 7856 + ER40968 7857 - 7862 ER40969 7863 - 7863 ER40970 7864 - 7869 + ER40971 7870 - 7870 ER40972 7871 - 7876 ER40973 7877 - 7877 + ER40974 7878 - 7883 ER40975 7884 - 7884 ER40976 7885 - 7890 + ER40977 7891 - 7891 ER40978 7892 - 7897 ER40979 7898 - 7898 + ER40980 7899 - 7904 ER40981 7905 - 7905 ER40982 7906 - 7911 + ER40983 7912 - 7912 ER40984 7913 - 7918 ER40985 7919 - 7919 + ER40986 7920 - 7925 ER40987 7926 - 7926 ER40988 7927 - 7932 + ER40989 7933 - 7933 ER40990 7934 - 7939 ER40991 7940 - 7940 + ER40992 7941 - 7947 ER40993 7948 - 7953 ER40994 7954 - 7959 + ER40995 7960 - 7966 ER40996 7967 - 7967 ER40997 7968 - 7973 + ER40998 7974 - 7974 ER40999 7975 - 7981 ER41000 7982 - 7987 + ER41001 7988 - 7988 ER41002 7989 - 7994 ER41003 7995 - 7995 + ER41004 7996 - 8001 ER41005 8002 - 8002 ER41006 8003 - 8008 + ER41007 8009 - 8009 ER41008 8010 - 8015 ER41009 8016 - 8016 + ER41010 8017 - 8022 ER41011 8023 - 8023 ER41012 8024 - 8029 + ER41013 8030 - 8030 ER41014 8031 - 8036 ER41015 8037 - 8037 + ER41016 8038 - 8043 ER41017 8044 - 8044 ER41018 8045 - 8050 + ER41019 8051 - 8051 ER41020 8052 - 8057 ER41021 8058 - 8063 + ER41022 8064 - 8064 ER41023 8065 - 8070 ER41024 8071 - 8071 + ER41025 8072 - 8077 ER41026 8078 - 8078 ER41027 8079 - 8085 + ER41028 8086 - 8090 ER41029 8091 - 8095 ER41030 8096 - 8100 + ER41031 8101 - 8105 ER41032 8106 - 8106 ER41033 8107 - 8108 + ER41033A 8109 - 8110 ER41034 8111 - 8111 ER41035 8112 - 8112 + ER41036 8113 - 8113 ER41037 8114 - 8115 ER41038 8116 - 8117 + ER41039 8118 - 8118 ER41040 8119 - 8119 ER41041 8120 - 8120 + ER41042 8121 - 8124 ER41043 8125 - 8128 ER41044 8129 - 8129 + ER41045 8130 - 8130 ER41046 8131 - 8135 ER41047 8136 - 8140 + ER41048 8141 - 8141 ER41049 8142 - 8143 ER41050 8144 - 8148 + ER41051 8149 - 8149 ER41052 8150 - 8151 ER41053 8152 - 8156 + ER41054 8157 - 8157 ER41055 8158 - 8159 ER41056 8160 - 8164 + ER41057 8165 - 8165 ER41058 8166 - 8167 ER41059 8168 - 8172 + ER41060 8173 - 8173 ER41061 8174 - 8174 ER41062 8175 - 8175 + ER41063 8176 - 8176 ER41064 8177 - 8177 ER41065 8178 - 8178 + ER41066 8179 - 8179 ER41067 8180 - 8180 ER41068 8181 - 8181 + ER41069 8182 - 8188 +using FAM2007ER.txt, clear +; +label variable ER36001 "RELEASE NUMBER" ; +label variable ER36002 "2007 FAMILY INTERVIEW (ID) NUMBER" ; +label variable ER36003 "PSID STATE OF RESIDENCE CODE" ; +label variable ER36004 "CURRENT STATE" ; +label variable ER36005 "SPLITOFF INDICATOR" ; +label variable ER36006 "MODE OF INTERVIEW" ; +label variable ER36007 "FAMILY COMPOSITION CHANGE" ; +label variable ER36008 "TYPE INSTITUTION" ; +label variable ER36009 "1968 FAMILY IDENTIFIER" ; +label variable ER36010 "WTR REINSTATED DROPPED FAMILY" ; +label variable ER36011 "INTERVIEWER ID" ; +label variable ER36012 "MONTH CURRENT IW" ; +label variable ER36013 "DAY CURRENT IW" ; +label variable ER36014 "YEAR CURRENT IW" ; +label variable ER36015 "LENGTH OF IW IN MINUTES" ; +label variable ER36016 "# IN FU" ; +label variable ER36017 "AGE OF HEAD" ; +label variable ER36018 "SEX OF HEAD" ; +label variable ER36019 "AGE OF WIFE" ; +label variable ER36020 "# CHILDREN IN FU" ; +label variable ER36021 "AGE YOUNGEST CHILD" ; +label variable ER36022 "# NONFU SHARING HU" ; +label variable ER36023 "HEAD MARITAL STATUS" ; +label variable ER36024 "A4 TYPE DU" ; +label variable ER36025 "A6 LIVE IN ELDERLY HSNG" ; +label variable ER36026 "A7 TYPE ELDERLY HSNG" ; +label variable ER36027 "A8 ACTUAL # ROOMS" ; +label variable ER36028 "A19 OWN/RENT OR WHAT" ; +label variable ER36029 "A20 HOUSE VALUE" ; +label variable ER36030 "ACCURACY OF HOUSE VALUE" ; +label variable ER36031 "A20A WTR HOUSE WORTH 100,000+" ; +label variable ER36032 "A20B WTR HOUSE WORTH 200,000+" ; +label variable ER36033 "A20C WTR HOUSE WORTH 400,000+" ; +label variable ER36034 "A20D WTR HOUSE WORTH 75,000+" ; +label variable ER36035 "A20E WTR HOUSE WORTH 25,000+" ; +label variable ER36036 "A21 ANNUAL PROPERTY TAX" ; +label variable ER36037 "ACCURACY OF ANNUAL PROPERTY TAX" ; +label variable ER36038 "A22 ANNUAL OWNR INSURANC" ; +label variable ER36039 "A23 HAVE MORTGAGE?" ; +label variable ER36040 "A23A TYPE MORTGAGE MOR 1" ; +label variable ER36041 "A23B WTR ORIGINAL LOAN/REFINANCED #1" ; +label variable ER36042 "A24 REM PRINCIPAL MOR 1" ; +label variable ER36043 "ACCURACY OF REMAINING MORTGAGE PRIN #1" ; +label variable ER36044 "A25 MNTHLY PMTS MOR 1" ; +label variable ER36045 "ACCURACY OF MONTHLY PYMNTS ON MTGE #1" ; +label variable ER36046 "A25A CURR INTEREST RATE WHOLE PERCENT #1" ; +label variable ER36047 "A25A CURR INT RATE DECIMAL FRACTION #1" ; +label variable ER36048 "A25A1 WTR CURR INT RATE FIXED/VARBLE #1" ; +label variable ER36049 "A26 YEAR OBTAINED LOAN #1" ; +label variable ER36050 "A27 YRS TO PAY MOR 1" ; +label variable ER36051 "A28 2ND MORTGAGE" ; +label variable ER36052 "A23A TYPE MORTGAGE MOR 2" ; +label variable ER36053 "A23B WTR ORIGINAL LOAN/REFINANCED #2" ; +label variable ER36054 "A24 REM PRINCIPAL MOR 2" ; +label variable ER36055 "ACCURACY OF REMAINING MORTGAGE PRIN #2" ; +label variable ER36056 "A25 MNTHLY PMTS MOR 2" ; +label variable ER36057 "ACCURACY OF MONTHLY PYMNTS ON MTGE #2" ; +label variable ER36058 "A25A CURR INTEREST RATE WHOLE PERCENT #2" ; +label variable ER36059 "A25A CURR INT RATE DECIMAL FRACTION #2" ; +label variable ER36060 "A25A1 WTR CURR INT RATE FIXED/VARBLE #2" ; +label variable ER36061 "A26 YEAR OBTAINED LOAN #2" ; +label variable ER36062 "A27 YRS TO PAY MOR 2" ; +label variable ER36063 "A29 MTG INCL PROP TAXES" ; +label variable ER36064 "A30 MTG INCL INS PREM" ; +label variable ER36065 "A31 DOLLARS RENT" ; +label variable ER36066 "A31 DOLLARS PER WHAT" ; +label variable ER36067 "ACCURACY OF RENT" ; +label variable ER36068 "A31A FURNISHED APT/HOUSE" ; +label variable ER36069 "A31B RENT INCL HEAT" ; +label variable ER36070 "A32 IN PUBLIC OWND PROJ?" ; +label variable ER36071 "A33 GOVT PAY PART RENT?" ; +label variable ER36072 "A35 DOLLARS RENT IF RENT" ; +label variable ER36073 "A35 DOLLARS PER WHAT" ; +label variable ER36074 "ACCURACY OF VALUE IF RENTED" ; +label variable ER36075 "A36 IN PUBLIC OWND PROJ?" ; +label variable ER36076 "A37 GOVT PAY ALL RENT?" ; +label variable ER36077 "A38 HAVE AIR CONDITNG" ; +label variable ER36078 "A39 A/C ALL OR SOME ROOM" ; +label variable ER36079 "A40 TYPE HEATING 1ST MENTION" ; +label variable ER36080 "A40 TYPE HEATING 2ND MENTION" ; +label variable ER36081 "A40 TYPE HEATING 3RD MENTION" ; +label variable ER36082 "A42 WTR GAS/ELEC COSTS ON ONE BILL" ; +label variable ER36083 "A41 HEATING FUEL EXPENSE" ; +label variable ER36084 "A41 HEATING FUEL EXPENSE PER" ; +label variable ER36085 "A42 ELECTRICITY EXPENSE" ; +label variable ER36086 "A42 ELECTRICITY PER" ; +label variable ER36087 "A42A COMBINED GAS/ELECT EXPENSE" ; +label variable ER36088 "A42A COMBINED GAS/ELECT EXPENSE PER" ; +label variable ER36089 "A43 WATER/SEWER EXPENSE" ; +label variable ER36090 "A43 WATER/SEWER EXPENSE PER" ; +label variable ER36091 "A44 TELEPHONE EXPENSE" ; +label variable ER36092 "A44 TELEPHONE EXPENSE PER" ; +label variable ER36093 "A45 WTR OTR UTILITY EXP" ; +label variable ER36094 "A45A GARBAGE EXPENSE" ; +label variable ER36095 "A45B TOTAL OTR UTILITIES" ; +label variable ER36096 "A45B OTR UTILITIES PER" ; +label variable ER36097 "A46 RECD GOVT HTG SUBSDY" ; +label variable ER36098 "A46A AMT GOVT HTG SUBSDY" ; +label variable ER36099 "A47A WTR COMPUTER IN HOME-HD" ; +label variable ER36100 "A47B WTR USED INTERNET-HD" ; +label variable ER36101 "A47A WTR COMPUTER IN HOME-WF" ; +label variable ER36102 "A47B WTR USED INTERNET-WF" ; +label variable ER36103 "A49 WTR MOVED SINCE JAN 1 OF PRIOR YEAR" ; +label variable ER36104 "A49 MONTH MOVED" ; +label variable ER36105 "A49 YEAR MOVED" ; +label variable ER36106 "A50 WHY MOVED 1ST" ; +label variable ER36107 "A51 WTR MIGHT MOVE" ; +label variable ER36108 "A52 LIKELIHOOD OF MOVING" ; +label variable ER36109 "BC1 EMPLOYMENT STATUS-1ST MENTION" ; +label variable ER36110 "BC1 EMPLOYMENT STATUS-2ND MENTION" ; +label variable ER36111 "BC1 EMPLOYMENT STATUS-3RD MENTION" ; +label variable ER36112 "BC2 YEAR RETIRED" ; +label variable ER36113 "BC3 WTR WORK FOR MONEY" ; +label variable ER36114 "BC3A WTR WORKD SINCE JAN 1 OF PRIOR YEAR" ; +label variable ER36115 "BC16-17 MAIN JOB INDICATOR" ; +label variable ER36116 "BC6 BEGINNING MONTH--JOB 1" ; +label variable ER36117 "BC6 BEGINNING YEAR--JOB 1" ; +label variable ER36118 "BC6 ENDING MONTH--JOB 1" ; +label variable ER36119 "BC6 ENDING YEAR--JOB 1" ; +label variable ER36120 "BC6 WTR EMPLOYED--JOB 1 JAN" ; +label variable ER36121 "BC6 WTR EMPLOYED--JOB 1 FEB" ; +label variable ER36122 "BC6 WTR EMPLOYED--JOB 1 MAR" ; +label variable ER36123 "BC6 WTR EMPLOYED--JOB 1 APR" ; +label variable ER36124 "BC6 WTR EMPLOYED--JOB 1 MAY" ; +label variable ER36125 "BC6 WTR EMPLOYED--JOB 1 JUN" ; +label variable ER36126 "BC6 WTR EMPLOYED--JOB 1 JUL" ; +label variable ER36127 "BC6 WTR EMPLOYED--JOB 1 AUG" ; +label variable ER36128 "BC6 WTR EMPLOYED--JOB 1 SEP" ; +label variable ER36129 "BC6 WTR EMPLOYED--JOB 1 OCT" ; +label variable ER36130 "BC6 WTR EMPLOYED--JOB 1 NOV" ; +label variable ER36131 "BC6 WTR EMPLOYED--JOB 1 DEC" ; +label variable ER36132 "BC20 MAIN OCC FOR JOB 1: 2000 CODE (HD)" ; +label variable ER36133 "BC21 MAIN IND FOR JOB 1: 2000 CODE (HD)" ; +label variable ER36134 "BC22 WORK SELF/OTR?--JOB 1" ; +label variable ER36135 "BC23 CORP/UNCORP BUS--JOB 1" ; +label variable ER36136 "BC24 WORK FOR GOVT?--JOB 1" ; +label variable ER36137 "BC25A NUMBER EMPLOYED AT WORK LOCATION" ; +label variable ER36138 "BC25B WTR 200 OR MORE" ; +label variable ER36139 "BC25C WTR 100 OR MORE" ; +label variable ER36140 "BC25D WTR 50 OR MORE" ; +label variable ER36141 "BC25E WTR 500 OR MORE" ; +label variable ER36142 "BC25F WTR 1000 OR MORE" ; +label variable ER36143 "BC26 JOB NOW UNION? (H-E)" ; +label variable ER36144 "BC27 BELONG UNION? (HD-E)" ; +label variable ER36145 "BC28A WTR JOB REQUIRES COMPUTER USE" ; +label variable ER36146 "BC29 SLRY/HRLY/OTR (H-E)" ; +label variable ER36147 "BC30 SALARY AMOUNT" ; +label variable ER36148 "BC30 SALARY PER WHAT" ; +label variable ER36149 "BC31 WTR SAL PD OT (HD-E)" ; +label variable ER36150 "BC32 HOW PAID FOR OT" ; +label variable ER36151 "BC32A EXACT OT PAY IF SALARIED" ; +label variable ER36152 "BC32A EXACT OT PAY PER" ; +label variable ER36153 "BC33 HOURLY REGULAR RATE" ; +label variable ER36154 "BC34 OT DIFFERENTIAL 1ST" ; +label variable ER36155 "BC34 OT DIFFERENTIAL 2ND" ; +label variable ER36156 "BC34 OT DIFFERENTIAL 3RD" ; +label variable ER36157 "BC34A EXACT OT PAY IF HOURLY" ; +label variable ER36158 "BC34A EXACT OT PAY PER" ; +label variable ER36159 "BC36 AVG TIPS/COMM" ; +label variable ER36160 "BC36 TIPS/COMM PER WHAT" ; +label variable ER36161 "BC37 AVG TIPS/COMM" ; +label variable ER36162 "BC37 TIPS/COMM PER WHAT" ; +label variable ER36163 "BC38 HOW PAID-OTR (HD-E)" ; +label variable ER36164 "BC39 OT RATE" ; +label variable ER36165 "BC41 YRS PRES EMP (H-E)" ; +label variable ER36166 "BC41 MOS PRES EMP (H-E)" ; +label variable ER36167 "BC41 WKS PRES EMP (H-E)" ; +label variable ER36168 "BC42A WKS WORKED--HD JOB 1" ; +label variable ER36169 "ACCURACY OF WKS WORKED--HD JOB 1" ; +label variable ER36170 "BC43 HOURS/WEEK WORKED--JOB 1" ; +label variable ER36171 "ACCURACY OF HR/WK WORKED--HD JOB 1" ; +label variable ER36172 "BC44 WTR WORKED OT--JOB 1" ; +label variable ER36173 "BC45 AMT OF OT WORKED--JOB 1" ; +label variable ER36174 "BC45 OT TIME UNIT--JOB 1" ; +label variable ER36175 "ACCURACY OF OT--HD JOB 1" ; +label variable ER36176 "BC46 AMOUNT EARNED LAST YEAR--JOB 1" ; +label variable ER36177 "BC46 PER FOR AMT EARNED LAST YR--JOB 1" ; +label variable ER36178 "BC51 WHY LAST JOB END (HD-U)" ; +label variable ER36179 "BC6 BEGINNING MONTH--JOB 2" ; +label variable ER36180 "BC6 BEGINNING YEAR--JOB 2" ; +label variable ER36181 "BC6 ENDING MONTH--JOB 2" ; +label variable ER36182 "BC6 ENDING YEAR--JOB 2" ; +label variable ER36183 "BC6 WTR EMPLOYED--JOB 2 JAN" ; +label variable ER36184 "BC6 WTR EMPLOYED--JOB 2 FEB" ; +label variable ER36185 "BC6 WTR EMPLOYED--JOB 2 MAR" ; +label variable ER36186 "BC6 WTR EMPLOYED--JOB 2 APR" ; +label variable ER36187 "BC6 WTR EMPLOYED--JOB 2 MAY" ; +label variable ER36188 "BC6 WTR EMPLOYED--JOB 2 JUN" ; +label variable ER36189 "BC6 WTR EMPLOYED--JOB 2 JUL" ; +label variable ER36190 "BC6 WTR EMPLOYED--JOB 2 AUG" ; +label variable ER36191 "BC6 WTR EMPLOYED--JOB 2 SEP" ; +label variable ER36192 "BC6 WTR EMPLOYED--JOB 2 OCT" ; +label variable ER36193 "BC6 WTR EMPLOYED--JOB 2 NOV" ; +label variable ER36194 "BC6 WTR EMPLOYED--JOB 2 DEC" ; +label variable ER36195 "BC20 MAIN OCC FOR JOB 2: 2000 CODE (HD)" ; +label variable ER36196 "BC21 MAIN IND FOR JOB 2: 2000 CODE (HD)" ; +label variable ER36197 "BC22 WORK SELF/OTR?--JOB 2" ; +label variable ER36198 "BC23 CORP/UNCORP BUS--JOB 2" ; +label variable ER36199 "BC24 WORK FOR GOVT?--JOB 2" ; +label variable ER36200 "BC42A WKS WORKED--HD JOB 2" ; +label variable ER36201 "ACCURACY OF WKS WORKED--HD JOB 2" ; +label variable ER36202 "BC43 HOURS/WEEK WORKED--JOB 2" ; +label variable ER36203 "ACCURACY OF HR/WK WORKED--HD JOB 2" ; +label variable ER36204 "BC44 WTR WORKED OT--JOB 2" ; +label variable ER36205 "BC45 AMT OF OT WORKED--JOB 2" ; +label variable ER36206 "BC45 OT TIME UNIT--JOB 2" ; +label variable ER36207 "ACCURACY OF OT--HD JOB 2" ; +label variable ER36208 "BC46 AMOUNT EARNED LAST YEAR--JOB 2" ; +label variable ER36209 "BC46 PER FOR AMT EARNED LAST YR--JOB 2" ; +label variable ER36210 "BC51 WHY JOB ENDED--JOB 2" ; +label variable ER36211 "BC6 BEGINNING MONTH--JOB 3" ; +label variable ER36212 "BC6 BEGINNING YEAR--JOB 3" ; +label variable ER36213 "BC6 ENDING MONTH--JOB 3" ; +label variable ER36214 "BC6 ENDING YEAR--JOB 3" ; +label variable ER36215 "BC6 WTR EMPLOYED--JOB 3 JAN" ; +label variable ER36216 "BC6 WTR EMPLOYED--JOB 3 FEB" ; +label variable ER36217 "BC6 WTR EMPLOYED--JOB 3 MAR" ; +label variable ER36218 "BC6 WTR EMPLOYED--JOB 3 APR" ; +label variable ER36219 "BC6 WTR EMPLOYED--JOB 3 MAY" ; +label variable ER36220 "BC6 WTR EMPLOYED--JOB 3 JUN" ; +label variable ER36221 "BC6 WTR EMPLOYED--JOB 3 JUL" ; +label variable ER36222 "BC6 WTR EMPLOYED--JOB 3 AUG" ; +label variable ER36223 "BC6 WTR EMPLOYED--JOB 3 SEP" ; +label variable ER36224 "BC6 WTR EMPLOYED--JOB 3 OCT" ; +label variable ER36225 "BC6 WTR EMPLOYED--JOB 3 NOV" ; +label variable ER36226 "BC6 WTR EMPLOYED--JOB 3 DEC" ; +label variable ER36227 "BC20 MAIN OCC FOR JOB 3: 2000 CODE (HD)" ; +label variable ER36228 "BC21 MAIN IND FOR JOB 3: 2000 CODE (HD)" ; +label variable ER36229 "BC22 WORK SELF/OTR?--JOB 3" ; +label variable ER36230 "BC23 CORP/UNCORP BUS--JOB 3" ; +label variable ER36231 "BC24 WORK FOR GOVT?--JOB 3" ; +label variable ER36232 "BC42A WKS WORKED--HD JOB 3" ; +label variable ER36233 "ACCURACY OF WKS WORKED--HD JOB 3" ; +label variable ER36234 "BC43 HOURS/WEEK WORKED--JOB 3" ; +label variable ER36235 "ACCURACY OF HR/WK WORKED--HD JOB 3" ; +label variable ER36236 "BC44 WTR WORKED OT--JOB 3" ; +label variable ER36237 "BC45 AMT OF OT WORKED--JOB 3" ; +label variable ER36238 "BC45 OT TIME UNIT--JOB 3" ; +label variable ER36239 "ACCURACY OF OT--HD JOB 3" ; +label variable ER36240 "BC46 AMOUNT EARNED LAST YEAR--JOB 3" ; +label variable ER36241 "BC46 PER FOR AMT EARNED LAST YR--JOB 3" ; +label variable ER36242 "BC51 WHY JOB ENDED--JOB 3" ; +label variable ER36243 "BC6 BEGINNING MONTH--JOB 4" ; +label variable ER36244 "BC6 BEGINNING YEAR--JOB 4" ; +label variable ER36245 "BC6 ENDING MONTH--JOB 4" ; +label variable ER36246 "BC6 ENDING YEAR--JOB 4" ; +label variable ER36247 "BC6 WTR EMPLOYED--JOB 4 JAN" ; +label variable ER36248 "BC6 WTR EMPLOYED--JOB 4 FEB" ; +label variable ER36249 "BC6 WTR EMPLOYED--JOB 4 MAR" ; +label variable ER36250 "BC6 WTR EMPLOYED--JOB 4 APR" ; +label variable ER36251 "BC6 WTR EMPLOYED--JOB 4 MAY" ; +label variable ER36252 "BC6 WTR EMPLOYED--JOB 4 JUN" ; +label variable ER36253 "BC6 WTR EMPLOYED--JOB 4 JUL" ; +label variable ER36254 "BC6 WTR EMPLOYED--JOB 4 AUG" ; +label variable ER36255 "BC6 WTR EMPLOYED--JOB 4 SEP" ; +label variable ER36256 "BC6 WTR EMPLOYED--JOB 4 OCT" ; +label variable ER36257 "BC6 WTR EMPLOYED--JOB 4 NOV" ; +label variable ER36258 "BC6 WTR EMPLOYED--JOB 4 DEC" ; +label variable ER36259 "BC20 MAIN OCC FOR JOB 4: 2000 CODE (HD)" ; +label variable ER36260 "BC21 MAIN IND FOR JOB 4: 2000 CODE (HD)" ; +label variable ER36261 "BC22 WORK SELF/OTR?--JOB 4" ; +label variable ER36262 "BC23 CORP/UNCORP BUS--JOB 4" ; +label variable ER36263 "BC24 WORK FOR GOVT?--JOB 4" ; +label variable ER36264 "BC42A WKS WORKED--HD JOB 4" ; +label variable ER36265 "ACCURACY OF WKS WORKED--HD JOB 4" ; +label variable ER36266 "BC43 HOURS/WEEK WORKED--JOB 4" ; +label variable ER36267 "ACCURACY OF HR/WK WORKED--HD JOB 4" ; +label variable ER36268 "BC44 WTR WORKED OT--JOB 4" ; +label variable ER36269 "BC45 AMT OF OT WORKED--JOB 4" ; +label variable ER36270 "BC45 OT TIME UNIT--JOB 4" ; +label variable ER36271 "ACCURACY OF OT--HD JOB 4" ; +label variable ER36272 "BC46 AMOUNT EARNED LAST YEAR--JOB 4" ; +label variable ER36273 "BC46 PER FOR AMT EARNED LAST YR--JOB 4" ; +label variable ER36274 "BC51 WHY JOB ENDED--JOB 4" ; +label variable ER36275 "NUMBER OF ADDITIONAL JOBS--HD" ; +label variable ER36276 "BC10 WTR OTRS ILL (HD)" ; +label variable ER36277 "BC10 DAYS OTHERS SICK" ; +label variable ER36278 "ACCURACY OF DAYS OTRS SICK (HD)" ; +label variable ER36279 "BC10 WEEKS OTHERS SICK" ; +label variable ER36280 "ACCURACY OF WEEKS OTRS SICK (HD)" ; +label variable ER36281 "BC10 MONTHS OTHERS SICK" ; +label variable ER36282 "ACCURACY OF MONTHS OTRS SICK (HD)" ; +label variable ER36283 "BC11 WTR SELF ILL (HD)" ; +label variable ER36284 "BC11 DAYS SELF SICK" ; +label variable ER36285 "ACCURACY OF DAYS SELF ILL (HD)" ; +label variable ER36286 "BC11 WEEKS SELF SICK" ; +label variable ER36287 "ACCURACY OF WEEKS SELF ILL (HD)" ; +label variable ER36288 "BC11 MONTHS SELF SICK" ; +label variable ER36289 "ACCURACY OF MONTHS SELF ILL (HD)" ; +label variable ER36290 "BC12 WTR VACATION (HD)" ; +label variable ER36291 "BC12 DAYS VACATION" ; +label variable ER36292 "ACCURACY OF DAYS VACATION (HD)" ; +label variable ER36293 "BC12 WEEKS VACATION" ; +label variable ER36294 "ACCURACY OF WEEKS VACATION (HD)" ; +label variable ER36295 "BC12 MONTHS VACATION" ; +label variable ER36296 "ACCURACY OF MONTHS VACATION (HD)" ; +label variable ER36297 "BC13 WTR STRIKE (HD)" ; +label variable ER36298 "BC13 DAYS STRIKE" ; +label variable ER36299 "ACCURACY OF STRIKE DAYS (HD)" ; +label variable ER36300 "BC13 WEEKS STRIKE" ; +label variable ER36301 "ACCURACY OF STRIKE WEEKS (HD)" ; +label variable ER36302 "BC13 MONTHS STRIKE" ; +label variable ER36303 "ACCURACY OF STRIKE MONTHS (HD)" ; +label variable ER36304 "BC14 WTR LAID OFF (HD)" ; +label variable ER36305 "BC14 DAYS LAID OFF" ; +label variable ER36306 "ACCURACY OF DAYS LAID OFF (HD)" ; +label variable ER36307 "BC14 WEEKS LAID OFF" ; +label variable ER36308 "ACCURACY OF WEEKS LAID OFF (HD)" ; +label variable ER36309 "BC14 MONTHS LAID OFF" ; +label variable ER36310 "ACCURACY OF MONTHS LAID OFF (HD)" ; +label variable ER36311 "BC8 WTR UNEMPLOYED(HD)" ; +label variable ER36312 "BC8 DAYS UNEMPLOYED" ; +label variable ER36313 "ACCURACY OF DAYS UNEMPLOYED (HD)" ; +label variable ER36314 "BC8 WEEKS UNEMPLOYED" ; +label variable ER36315 "ACCURACY OF WEEKS UNEMPLOYED (HD)" ; +label variable ER36316 "BC8 MONTHS UNEMPLOYED" ; +label variable ER36317 "ACCURACY OF MONTHS UNEMPLOYED (HD)" ; +label variable ER36318 "BC8 WTR UNEMPLOYED JAN" ; +label variable ER36319 "BC8 WTR UNEMPLOYED FEB" ; +label variable ER36320 "BC8 WTR UNEMPLOYED MAR" ; +label variable ER36321 "BC8 WTR UNEMPLOYED APR" ; +label variable ER36322 "BC8 WTR UNEMPLOYED MAY" ; +label variable ER36323 "BC8 WTR UNEMPLOYED JUN" ; +label variable ER36324 "BC8 WTR UNEMPLOYED JUL" ; +label variable ER36325 "BC8 WTR UNEMPLOYED AUG" ; +label variable ER36326 "BC8 WTR UNEMPLOYED SEP" ; +label variable ER36327 "BC8 WTR UNEMPLOYED OCT" ; +label variable ER36328 "BC8 WTR UNEMPLOYED NOV" ; +label variable ER36329 "BC8 WTR UNEMPLOYED DEC" ; +label variable ER36330 "BC7 WTR OUT LAB FRC(H)" ; +label variable ER36331 "BC7 DAYS OUT OF LAB FORCE" ; +label variable ER36332 "ACCURACY OF DAYS OUT OF LAB FORCE (HD)" ; +label variable ER36333 "BC7WEEKS OUT LABOR FORCE" ; +label variable ER36334 "ACCURACY OF WKS OUT OF LAB FORCE (HD)" ; +label variable ER36335 "BC7 MONTHS OUT LABR FORCE" ; +label variable ER36336 "ACCURACY OF MOS OUT OF LAB FORCE (HD)" ; +label variable ER36337 "BC7 WTR OUT LAB FORC JAN" ; +label variable ER36338 "BC7 WTR OUT LAB FORC FEB" ; +label variable ER36339 "BC7 WTR OUT LAB FORC MAR" ; +label variable ER36340 "BC7 WTR OUT LAB FORC APR" ; +label variable ER36341 "BC7 WTR OUT LAB FORC MAY" ; +label variable ER36342 "BC7 WTR OUT LAB FORC JUN" ; +label variable ER36343 "BC7 WTR OUT LAB FORC JUL" ; +label variable ER36344 "BC7 WTR OUT LAB FORC AUG" ; +label variable ER36345 "BC7 WTR OUT LAB FORC SEP" ; +label variable ER36346 "BC7 WTR OUT LAB FORC OCT" ; +label variable ER36347 "BC7 WTR OUT LAB FORC NOV" ; +label variable ER36348 "BC7 WTR OUT LAB FORC DEC" ; +label variable ER36349 "BC54 TOTAL WEEKS WORKED" ; +label variable ER36350 "BC56 TOTAL HOURS WORKED" ; +label variable ER36351 "BC62 WTR EVER WORKED" ; +label variable ER36352 "BC63 MO LAST WORKED" ; +label variable ER36353 "BC63 YR LAST WORKED" ; +label variable ER36354 "BC64 WTR LOOKING FOR JOB" ; +label variable ER36355 "BC65 WTR PUBLIC EMP AGENCY (HD)" ; +label variable ER36356 "BC65 WTR PRIVATE EMP AGENCY (HD)" ; +label variable ER36357 "BC65 WTR CHKD W/CURRENT EMP (HD)" ; +label variable ER36358 "BC65 WTR CHKD W/OTHER EMP (HD)" ; +label variable ER36359 "BC65 WTR CHKD W/FRIEND OR REL (HD)" ; +label variable ER36360 "BC65 WTR PLACED OR ANSWERED ADS (HD)" ; +label variable ER36361 "BC65 WTR OTHER ACTIVITY (HD)" ; +label variable ER36362 "BC65 WTR DONE NOTHING (HD)" ; +label variable ER36363 "BC67 YRS LOOK WRK (H-U)" ; +label variable ER36364 "BC67 MOS LOOK WRK (H-U)" ; +label variable ER36365 "BC67 WKS LOOK WRK (H-U)" ; +label variable ER36366 "DE1 CKPT: WTR WIFE IN FU" ; +label variable ER36367 "DE1 EMPLOYMENT STATUS-1ST MENTION" ; +label variable ER36368 "DE1 EMPLOYMENT STATUS-2ND MENTION" ; +label variable ER36369 "DE1 EMPLOYMENT STATUS-3RD MENTION" ; +label variable ER36370 "DE2 YEAR RETIRED (WF-R)" ; +label variable ER36371 "DE3 WTR WORK FOR MONEY" ; +label variable ER36372 "DE3A WTR WORKD SINCE JAN 1 OF PRIOR YEAR" ; +label variable ER36373 "DE16-17 MAIN JOB INDICATOR" ; +label variable ER36374 "DE6 BEGINNING MONTH--JOB 1" ; +label variable ER36375 "DE6 BEGINNING YEAR--JOB 1" ; +label variable ER36376 "DE6 ENDING MONTH--JOB 1" ; +label variable ER36377 "DE6 ENDING YEAR--JOB 1" ; +label variable ER36378 "DE6 WTR EMPLOYED--JOB 1 JAN" ; +label variable ER36379 "DE6 WTR EMPLOYED--JOB 1 FEB" ; +label variable ER36380 "DE6 WTR EMPLOYED--JOB 1 MAR" ; +label variable ER36381 "DE6 WTR EMPLOYED--JOB 1 APR" ; +label variable ER36382 "DE6 WTR EMPLOYED--JOB 1 MAY" ; +label variable ER36383 "DE6 WTR EMPLOYED--JOB 1 JUN" ; +label variable ER36384 "DE6 WTR EMPLOYED--JOB 1 JUL" ; +label variable ER36385 "DE6 WTR EMPLOYED--JOB 1 AUG" ; +label variable ER36386 "DE6 WTR EMPLOYED--JOB 1 SEP" ; +label variable ER36387 "DE6 WTR EMPLOYED--JOB 1 OCT" ; +label variable ER36388 "DE6 WTR EMPLOYED--JOB 1 NOV" ; +label variable ER36389 "DE6 WTR EMPLOYED--JOB 1 DEC" ; +label variable ER36390 "DE20 MAIN OCC FOR JOB 1: 2000 CODE (WF)" ; +label variable ER36391 "DE21 MAIN IND FOR JOB 1: 2000 CODE (WF)" ; +label variable ER36392 "DE22 WORK SELF/OTR?--JOB 1" ; +label variable ER36393 "DE23 CORP/UNCORP BUS--JOB 1" ; +label variable ER36394 "DE24 WORK FOR GOVT?--JOB 1" ; +label variable ER36395 "DE25A NUMBER EMPLOYED AT WORK LOCATION" ; +label variable ER36396 "DE25B WTR 200 OR MORE" ; +label variable ER36397 "DE25C WTR 100 OR MORE" ; +label variable ER36398 "DE25D WTR 50 OR MORE" ; +label variable ER36399 "DE25E WTR 500 OR MORE" ; +label variable ER36400 "DE25F WTR 1000 OR MORE" ; +label variable ER36401 "DE26 JOB NOW UNION? (W-E)" ; +label variable ER36402 "DE27 BELONG UNION? (WF-E)" ; +label variable ER36403 "DE28A WTR JOB REQUIRES COMPUTER USE" ; +label variable ER36404 "DE29 SLRY/HRLY/OTR (W-E)" ; +label variable ER36405 "DE30 SALARY AMOUNT" ; +label variable ER36406 "DE30 SALARY PER WHAT" ; +label variable ER36407 "DE31 WTR SAL PD OT (WF-E)" ; +label variable ER36408 "DE32 HOW PAID FOR OT" ; +label variable ER36409 "DE32A EXACT OT PAY IF SALARIED" ; +label variable ER36410 "DE32A EXACT OT PAY PER" ; +label variable ER36411 "DE33 HOURLY REGULAR RATE" ; +label variable ER36412 "DE34 OT DIFFERENTIAL 1ST" ; +label variable ER36413 "DE34 OT DIFFERENTIAL 2ND" ; +label variable ER36414 "DE34 OT DIFFERENTIAL 3RD" ; +label variable ER36415 "DE34A EXACT OT PAY IF HOURLY" ; +label variable ER36416 "DE34A EXACT OT PAY PER" ; +label variable ER36417 "DE36 AVG TIPS/COMM" ; +label variable ER36418 "DE36 TIPS/COMM PER WHAT" ; +label variable ER36419 "DE37 AVG TIPS/COMM" ; +label variable ER36420 "DE37 TIPS/COMM PER WHAT" ; +label variable ER36421 "DE38 HOW PAID-OTR (WF-E)" ; +label variable ER36422 "DE39 OT RATE" ; +label variable ER36423 "DE41 YRS PRES EMP (W-E)" ; +label variable ER36424 "DE41 MOS PRES EMP (W-E)" ; +label variable ER36425 "DE41 WKS PRES EMP (W-E)" ; +label variable ER36426 "DE42A WKS WORKED--WF JOB 1" ; +label variable ER36427 "ACCURACY OF WKS WORKED--WF JOB 1" ; +label variable ER36428 "DE43 HOURS/WEEK WORKED--JOB 1" ; +label variable ER36429 "ACCURACY OF HR/WK WORKED--WF JOB 1" ; +label variable ER36430 "DE44 WTR WORKED OT--JOB 1" ; +label variable ER36431 "DE45 AMT OF OT WORKED--JOB 1" ; +label variable ER36432 "DE45 OT TIME UNIT--JOB 1" ; +label variable ER36433 "ACCURACY OF OT--WF JOB 1" ; +label variable ER36434 "DE46 AMOUNT EARNED LAST YEAR--JOB 1" ; +label variable ER36435 "DE46 PER FOR AMT EARNED LAST YR--JOB 1" ; +label variable ER36436 "DE51 WHY LAST JOB END (WF-U)" ; +label variable ER36437 "DE6 BEGINNING MONTH--JOB 2" ; +label variable ER36438 "DE6 BEGINNING YEAR--JOB 2" ; +label variable ER36439 "DE6 ENDING MONTH--JOB 2" ; +label variable ER36440 "DE6 ENDING YEAR--JOB 2" ; +label variable ER36441 "DE6 WTR EMPLOYED--JOB 2 JAN" ; +label variable ER36442 "DE6 WTR EMPLOYED--JOB 2 FEB" ; +label variable ER36443 "DE6 WTR EMPLOYED--JOB 2 MAR" ; +label variable ER36444 "DE6 WTR EMPLOYED--JOB 2 APR" ; +label variable ER36445 "DE6 WTR EMPLOYED--JOB 2 MAY" ; +label variable ER36446 "DE6 WTR EMPLOYED--JOB 2 JUN" ; +label variable ER36447 "DE6 WTR EMPLOYED--JOB 2 JUL" ; +label variable ER36448 "DE6 WTR EMPLOYED--JOB 2 AUG" ; +label variable ER36449 "DE6 WTR EMPLOYED--JOB 2 SEP" ; +label variable ER36450 "DE6 WTR EMPLOYED--JOB 2 OCT" ; +label variable ER36451 "DE6 WTR EMPLOYED--JOB 2 NOV" ; +label variable ER36452 "DE6 WTR EMPLOYED--JOB 2 DEC" ; +label variable ER36453 "DE20 MAIN OCC FOR JOB 2: 2000 CODE (WF)" ; +label variable ER36454 "DE21 MAIN IND FOR JOB 2: 2000 CODE (WF)" ; +label variable ER36455 "DE22 WORK SELF/OTR?--JOB 2" ; +label variable ER36456 "DE23 CORP/UNCORP BUS--JOB 2" ; +label variable ER36457 "DE24 WORK FOR GOVT?--JOB 2" ; +label variable ER36458 "DE42A WKS WORKED--WF JOB 2" ; +label variable ER36459 "ACCURACY OF WKS WORKED--WF JOB 2" ; +label variable ER36460 "DE43 HOURS/WEEK WORKED--JOB 2" ; +label variable ER36461 "ACCURACY OF HR/WK WORKED--WF JOB 2" ; +label variable ER36462 "DE44 WTR WORKED OT--JOB 2" ; +label variable ER36463 "DE45 AMT OF OT WORKED--JOB 2" ; +label variable ER36464 "DE45 OT TIME UNIT--JOB 2" ; +label variable ER36465 "ACCURACY OF OT--WF JOB 2" ; +label variable ER36466 "DE46 AMOUNT EARNED LAST YEAR--JOB 2" ; +label variable ER36467 "DE46 PER FOR AMT EARNED LAST YR--JOB 2" ; +label variable ER36468 "DE51 WHY JOB ENDED--JOB 2" ; +label variable ER36469 "DE6 BEGINNING MONTH--JOB 3" ; +label variable ER36470 "DE6 BEGINNING YEAR--JOB 3" ; +label variable ER36471 "DE6 ENDING MONTH--JOB 3" ; +label variable ER36472 "DE6 ENDING YEAR--JOB 3" ; +label variable ER36473 "DE6 WTR EMPLOYED--JOB 3 JAN" ; +label variable ER36474 "DE6 WTR EMPLOYED--JOB 3 FEB" ; +label variable ER36475 "DE6 WTR EMPLOYED--JOB 3 MAR" ; +label variable ER36476 "DE6 WTR EMPLOYED--JOB 3 APR" ; +label variable ER36477 "DE6 WTR EMPLOYED--JOB 3 MAY" ; +label variable ER36478 "DE6 WTR EMPLOYED--JOB 3 JUN" ; +label variable ER36479 "DE6 WTR EMPLOYED--JOB 3 JUL" ; +label variable ER36480 "DE6 WTR EMPLOYED--JOB 3 AUG" ; +label variable ER36481 "DE6 WTR EMPLOYED--JOB 3 SEP" ; +label variable ER36482 "DE6 WTR EMPLOYED--JOB 3 OCT" ; +label variable ER36483 "DE6 WTR EMPLOYED--JOB 3 NOV" ; +label variable ER36484 "DE6 WTR EMPLOYED--JOB 3 DEC" ; +label variable ER36485 "DE20 MAIN OCC FOR JOB 3: 2000 CODE (WF)" ; +label variable ER36486 "DE21 MAIN IND FOR JOB 3: 2000 CODE (WF)" ; +label variable ER36487 "DE22 WORK SELF/OTR?--JOB 3" ; +label variable ER36488 "DE23 CORP/UNCORP BUS--JOB 3" ; +label variable ER36489 "DE24 WORK FOR GOVT?--JOB 3" ; +label variable ER36490 "DE42A WKS WORKED--WF JOB 3" ; +label variable ER36491 "ACCURACY OF WKS WORKED--WF JOB 3" ; +label variable ER36492 "DE43 HOURS/WEEK WORKED--JOB 3" ; +label variable ER36493 "ACCURACY OF HR/WK WORKED--WF JOB 3" ; +label variable ER36494 "DE44 WTR WORKED OT--JOB 3" ; +label variable ER36495 "DE45 AMT OF OT WORKED--JOB 3" ; +label variable ER36496 "DE45 OT TIME UNIT--JOB 3" ; +label variable ER36497 "ACCURACY OF OT--WF JOB 3" ; +label variable ER36498 "DE46 AMOUNT EARNED LAST YEAR--JOB 3" ; +label variable ER36499 "DE46 PER FOR AMT EARNED LAST YR--JOB 3" ; +label variable ER36500 "DE51 WHY JOB ENDED--JOB 3" ; +label variable ER36501 "DE6 BEGINNING MONTH--JOB 4" ; +label variable ER36502 "DE6 BEGINNING YEAR--JOB 4" ; +label variable ER36503 "DE6 ENDING MONTH--JOB 4" ; +label variable ER36504 "DE6 ENDING YEAR--JOB 4" ; +label variable ER36505 "DE6 WTR EMPLOYED--JOB 4 JAN" ; +label variable ER36506 "DE6 WTR EMPLOYED--JOB 4 FEB" ; +label variable ER36507 "DE6 WTR EMPLOYED--JOB 4 MAR" ; +label variable ER36508 "DE6 WTR EMPLOYED--JOB 4 APR" ; +label variable ER36509 "DE6 WTR EMPLOYED--JOB 4 MAY" ; +label variable ER36510 "DE6 WTR EMPLOYED--JOB 4 JUN" ; +label variable ER36511 "DE6 WTR EMPLOYED--JOB 4 JUL" ; +label variable ER36512 "DE6 WTR EMPLOYED--JOB 4 AUG" ; +label variable ER36513 "DE6 WTR EMPLOYED--JOB 4 SEP" ; +label variable ER36514 "DE6 WTR EMPLOYED--JOB 4 OCT" ; +label variable ER36515 "DE6 WTR EMPLOYED--JOB 4 NOV" ; +label variable ER36516 "DE6 WTR EMPLOYED--JOB 4 DEC" ; +label variable ER36517 "DE20 MAIN OCC FOR JOB 4: 2000 CODE (WF)" ; +label variable ER36518 "DE21 MAIN IND FOR JOB 4: 2000 CODE (WF)" ; +label variable ER36519 "DE22 WORK SELF/OTR?--JOB 4" ; +label variable ER36520 "DE23 CORP/UNCORP BUS--JOB 4" ; +label variable ER36521 "DE24 WORK FOR GOVT?--JOB 4" ; +label variable ER36522 "DE42A WKS WORKED--WF JOB 4" ; +label variable ER36523 "ACCURACY OF WKS WORKED--WF JOB 4" ; +label variable ER36524 "DE43 HOURS/WEEK WORKED--JOB 4" ; +label variable ER36525 "ACCURACY OF HR/WK WORKED--WF JOB 4" ; +label variable ER36526 "DE44 WTR WORKED OT--JOB 4" ; +label variable ER36527 "DE45 AMT OF OT WORKED--JOB 4" ; +label variable ER36528 "DE45 OT TIME UNIT--JOB 4" ; +label variable ER36529 "ACCURACY OF OT--WF JOB 4" ; +label variable ER36530 "DE46 AMOUNT EARNED LAST YEAR--JOB 4" ; +label variable ER36531 "DE46 PER FOR AMT EARNED LAST YR--JOB 4" ; +label variable ER36532 "DE51 WHY JOB ENDED--JOB 4" ; +label variable ER36533 "NUMBER OF ADDITIONAL JOBS--WF" ; +label variable ER36534 "DE10 WTR OTRS ILL (WF)" ; +label variable ER36535 "DE10 DAYS OTHERS SICK" ; +label variable ER36536 "ACCURACY OF DAYS OTRS SICK (WF)" ; +label variable ER36537 "DE10 WEEKS OTHERS SICK" ; +label variable ER36538 "ACCURACY OF WEEKS OTRS SICK (WF)" ; +label variable ER36539 "DE10 MONTHS OTHERS SICK" ; +label variable ER36540 "ACCURACY OF MONTHS OTRS SICK (WF)" ; +label variable ER36541 "DE11 WTR SELF ILL (WF)" ; +label variable ER36542 "DE11 DAYS SELF SICK" ; +label variable ER36543 "ACCURACY OF DAYS SELF ILL (WF)" ; +label variable ER36544 "DE11 WEEKS SELF SICK" ; +label variable ER36545 "ACCURACY OF WEEKS SELF ILL (WF)" ; +label variable ER36546 "DE11 MONTHS SELF SICK" ; +label variable ER36547 "ACCURACY OF MONTHS SELF ILL (WF)" ; +label variable ER36548 "DE12 WTR VACATION (WF)" ; +label variable ER36549 "DE12 DAYS VACATION" ; +label variable ER36550 "ACCURACY OF DAYS VACATION (WF)" ; +label variable ER36551 "DE12 WEEKS VACATION" ; +label variable ER36552 "ACCURACY OF WEEKS VACATION (WF)" ; +label variable ER36553 "DE12 MONTHS VACATION" ; +label variable ER36554 "ACCURACY OF MONTHS VACATION (WF)" ; +label variable ER36555 "DE13 WTR STRIKE (WF)" ; +label variable ER36556 "DE13 DAYS STRIKE" ; +label variable ER36557 "ACCURACY OF STRIKE DAYS (WF)" ; +label variable ER36558 "DE13 WEEKS STRIKE" ; +label variable ER36559 "ACCURACY OF STRIKE WEEKS (WF)" ; +label variable ER36560 "DE13 MONTHS STRIKE" ; +label variable ER36561 "ACCURACY OF STRIKE MONTHS (WF)" ; +label variable ER36562 "DE14 WTR LAID OFF (WF)" ; +label variable ER36563 "DE14 DAYS LAID OFF" ; +label variable ER36564 "ACCURACY OF DAYS LAID OFF (WF)" ; +label variable ER36565 "DE14 WEEKS LAID OFF" ; +label variable ER36566 "ACCURACY OF WEEKS LAID OFF (WF)" ; +label variable ER36567 "DE14 MONTHS LAID OFF" ; +label variable ER36568 "ACCURACY OF MONTHS LAID OFF (WF)" ; +label variable ER36569 "DE8 WTR UNEMPLOYED(WF)" ; +label variable ER36570 "DE8 DAYS UNEMPLOYED" ; +label variable ER36571 "ACCURACY OF DAYS UNEMPLOYED (WF)" ; +label variable ER36572 "DE8 WEEKS UNEMPLOYED" ; +label variable ER36573 "ACCURACY OF WEEKS UNEMPLOYED (WF)" ; +label variable ER36574 "DE8 MONTHS UNEMPLOYED" ; +label variable ER36575 "ACCURACY OF MONTHS UNEMPLOYED (WF)" ; +label variable ER36576 "DE8 WTR UNEMPLOYED JAN" ; +label variable ER36577 "DE8 WTR UNEMPLOYED FEB" ; +label variable ER36578 "DE8 WTR UNEMPLOYED MAR" ; +label variable ER36579 "DE8 WTR UNEMPLOYED APR" ; +label variable ER36580 "DE8 WTR UNEMPLOYED MAY" ; +label variable ER36581 "DE8 WTR UNEMPLOYED JUN" ; +label variable ER36582 "DE8 WTR UNEMPLOYED JUL" ; +label variable ER36583 "DE8 WTR UNEMPLOYED AUG" ; +label variable ER36584 "DE8 WTR UNEMPLOYED SEP" ; +label variable ER36585 "DE8 WTR UNEMPLOYED OCT" ; +label variable ER36586 "DE8 WTR UNEMPLOYED NOV" ; +label variable ER36587 "DE8 WTR UNEMPLOYED DEC" ; +label variable ER36588 "DE7 WTR OUT LAB FRC(W)" ; +label variable ER36589 "DE7 DAYS OUT OF LAB FORCE" ; +label variable ER36590 "ACCURACY OF DAYS OUT OF LAB FORCE (WF)" ; +label variable ER36591 "DE7WEEKS OUT LABOR FORCE" ; +label variable ER36592 "ACCURACY OF WKS OUT OF LAB FORCE (WF)" ; +label variable ER36593 "DE7 MONTHS OUT LABR FORCE" ; +label variable ER36594 "ACCURACY OF MOS OUT OF LAB FORCE (WF)" ; +label variable ER36595 "DE7 WTR OUT LAB FORC JAN" ; +label variable ER36596 "DE7 WTR OUT LAB FORC FEB" ; +label variable ER36597 "DE7 WTR OUT LAB FORC MAR" ; +label variable ER36598 "DE7 WTR OUT LAB FORC APR" ; +label variable ER36599 "DE7 WTR OUT LAB FORC MAY" ; +label variable ER36600 "DE7 WTR OUT LAB FORC JUN" ; +label variable ER36601 "DE7 WTR OUT LAB FORC JUL" ; +label variable ER36602 "DE7 WTR OUT LAB FORC AUG" ; +label variable ER36603 "DE7 WTR OUT LAB FORC SEP" ; +label variable ER36604 "DE7 WTR OUT LAB FORC OCT" ; +label variable ER36605 "DE7 WTR OUT LAB FORC NOV" ; +label variable ER36606 "DE7 WTR OUT LAB FORC DEC" ; +label variable ER36607 "DE54 TOTAL WEEKS WORKED" ; +label variable ER36608 "DE56 TOTAL HOURS WORKED" ; +label variable ER36609 "DE62 WTR EVER WORKED" ; +label variable ER36610 "DE63 MO LAST WORKED" ; +label variable ER36611 "DE63 YR LAST WORKED" ; +label variable ER36612 "DE64 WTR LOOKING FOR JOB" ; +label variable ER36613 "DE65 WTR PUBLIC EMP AGENCY (WF)" ; +label variable ER36614 "DE65 WTR PRIVATE EMP AGENCY (WF)" ; +label variable ER36615 "DE65 WTR CHKD W/CURRENT EMP (WF)" ; +label variable ER36616 "DE65 WTR CHKD W/OTHER EMP (WF)" ; +label variable ER36617 "DE65 WTR CHKD W/FRIEND OR REL (WF)" ; +label variable ER36618 "DE65 WTR PLACED OR ANSWERED ADS (WF)" ; +label variable ER36619 "DE65 WTR OTHER ACTIVITY (WF)" ; +label variable ER36620 "DE65 WTR DONE NOTHING (WF)" ; +label variable ER36621 "DE67 YRS LOOK WRK (W-U)" ; +label variable ER36622 "DE67 MOS LOOK WRK (W-U)" ; +label variable ER36623 "DE67 WKS LOOK WRK (W-U)" ; +label variable ER36624 "F1 CKPT:TYPE HD+WF" ; +label variable ER36625 "F2 HOUSEWORK HRS-WIFE" ; +label variable ER36626 "ACCURACY OF WF HOUSEWORK HRS" ; +label variable ER36627 "F3 HOUSEWORK HOURS-HEAD" ; +label variable ER36628 "ACCURACY OF HD HOUSEWORK HRS" ; +label variable ER36629 "F5 FAM TOGETHR MAIN MEAL" ; +label variable ER36630 "F6 CKPT: WTR CHILD 5-18 IN FU LAST YEAR" ; +label variable ER36631 "F6A WTR CH REC FREE/LOW LUNCH LAST YR" ; +label variable ER36632 "F6B WTR CH REC FREE/LOW BKFST LAST YR" ; +label variable ER36633 "F6D COST CHILD CARE LAST YEAR" ; +label variable ER36634 "F6D CHILD CARE COST PER" ; +label variable ER36635 "F6D2 WTR PAID FOR CHILD CARE JAN LAST YR" ; +label variable ER36636 "F6D2 WTR PAID FOR CHILD CARE FEB LAST YR" ; +label variable ER36637 "F6D2 WTR PAID FOR CHILD CARE MAR LAST YR" ; +label variable ER36638 "F6D2 WTR PAID FOR CHILD CARE APR LAST YR" ; +label variable ER36639 "F6D2 WTR PAID FOR CHILD CARE MAY LAST YR" ; +label variable ER36640 "F6D2 WTR PAID FOR CHILD CARE JUN LAST YR" ; +label variable ER36641 "F6D2 WTR PAID FOR CHILD CARE JUL LAST YR" ; +label variable ER36642 "F6D2 WTR PAID FOR CHILD CARE AUG LAST YR" ; +label variable ER36643 "F6D2 WTR PAID FOR CHILD CARE SEP LAST YR" ; +label variable ER36644 "F6D2 WTR PAID FOR CHILD CARE OCT LAST YR" ; +label variable ER36645 "F6D2 WTR PAID FOR CHILD CARE NOV LAST YR" ; +label variable ER36646 "F6D2 WTR PAID FOR CHILD CARE DEC LAST YR" ; +label variable ER36647 "F6E WTR CHILD IN DAY CARE CNTR LAST YR" ; +label variable ER36648 "F6F WTR MEALS/SNACKS PROVIDED TO CHILD" ; +label variable ER36649 "F6G WTR DAY CARE IN CHILD/ADULT FOOD PGM" ; +label variable ER36650 "F6H FU FEMALE 15-45/CHILD <5 LAST YR" ; +label variable ER36651 "F6I WTR RECD FOOD THROUGH WIC PROGRAM" ; +label variable ER36652 "F7 WTR ADULT IN ADULT DAY CARE PREV YR" ; +label variable ER36653 "F7A AMT PAID FOR ADULT DAY CARE" ; +label variable ER36654 "F7B WTR FU MEMBER 60+ LAST YR" ; +label variable ER36655 "F7C WTR RECD FREE/REDUCD MEALS LAST YR" ; +label variable ER36656 "F8 WTR USED FOOD STAMPS 2 YRS AGO" ; +label variable ER36657 "F9 VALUE OF FOOD STAMPS 2 YRS AGO" ; +label variable ER36658 "F9 TIME UNIT-VALUE FOOD STAMPS 2 YRS AGO" ; +label variable ER36659 "ACCURACY OF FOOD STAMPS 2 YEARS AGO" ; +label variable ER36660 "F10 WTR RECVD FOOD STAMPS JAN 2 YRS AGO" ; +label variable ER36661 "F10 WTR RECVD FOOD STAMPS FEB 2 YRS AGO" ; +label variable ER36662 "F10 WTR RECVD FOOD STAMPS MAR 2 YRS AGO" ; +label variable ER36663 "F10 WTR RECVD FOOD STAMPS APR 2 YRS AGO" ; +label variable ER36664 "F10 WTR RECVD FOOD STAMPS MAY 2 YRS AGO" ; +label variable ER36665 "F10 WTR RECVD FOOD STAMPS JUN 2 YRS AGO" ; +label variable ER36666 "F10 WTR RECVD FOOD STAMPS JUL 2 YRS AGO" ; +label variable ER36667 "F10 WTR RECVD FOOD STAMPS AUG 2 YRS AGO" ; +label variable ER36668 "F10 WTR RECVD FOOD STAMPS SEP 2 YRS AGO" ; +label variable ER36669 "F10 WTR RECVD FOOD STAMPS OCT 2 YRS AGO" ; +label variable ER36670 "F10 WTR RECVD FOOD STAMPS NOV 2 YRS AGO" ; +label variable ER36671 "F10 WTR RECVD FOOD STAMPS DEC 2 YRS AGO" ; +label variable ER36672 "F11 WTR RECEIVED FOOD STAMPS LAST YEAR" ; +label variable ER36673 "F12 VALUE OF FOOD STAMPS LAST YEAR" ; +label variable ER36674 "F12 TIME UNIT-VALUE FOOD STAMPS LAST YR" ; +label variable ER36675 "ACCURACY OF FOOD STAMPS LAST YEAR" ; +label variable ER36676 "F13 WTR RECVD FOOD STAMPS JAN LAST YEAR" ; +label variable ER36677 "F13 WTR RECVD FOOD STAMPS FEB LAST YEAR" ; +label variable ER36678 "F13 WTR RECVD FOOD STAMPS MAR LAST YEAR" ; +label variable ER36679 "F13 WTR RECVD FOOD STAMPS APR LAST YEAR" ; +label variable ER36680 "F13 WTR RECVD FOOD STAMPS MAY LAST YEAR" ; +label variable ER36681 "F13 WTR RECVD FOOD STAMPS JUN LAST YEAR" ; +label variable ER36682 "F13 WTR RECVD FOOD STAMPS JUL LAST YEAR" ; +label variable ER36683 "F13 WTR RECVD FOOD STAMPS AUG LAST YEAR" ; +label variable ER36684 "F13 WTR RECVD FOOD STAMPS SEP LAST YEAR" ; +label variable ER36685 "F13 WTR RECVD FOOD STAMPS OCT LAST YEAR" ; +label variable ER36686 "F13 WTR RECVD FOOD STAMPS NOV LAST YEAR" ; +label variable ER36687 "F13 WTR RECVD FOOD STAMPS DEC LAST YEAR" ; +label variable ER36688 "F14 WTR RECEIVED FOOD STAMPS THIS YEAR" ; +label variable ER36689 "F14A WTR RECVD FOOD STAMPS JAN THIS YEAR" ; +label variable ER36690 "F14A WTR RECVD FOOD STAMPS FEB THIS YEAR" ; +label variable ER36691 "F14A WTR RECVD FOOD STAMPS MAR THIS YEAR" ; +label variable ER36692 "F14A WTR RECVD FOOD STAMPS APR THIS YEAR" ; +label variable ER36693 "F14A WTR RECVD FOOD STAMPS MAY THIS YEAR" ; +label variable ER36694 "F14A WTR RECVD FOOD STAMPS JUN THIS YEAR" ; +label variable ER36695 "F14A WTR RECVD FOOD STAMPS JUL THIS YEAR" ; +label variable ER36696 "F14A WTR RECVD FOOD STAMPS AUG THIS YEAR" ; +label variable ER36697 "F14A WTR RECVD FOOD STAMPS SEP THIS YEAR" ; +label variable ER36698 "F14A WTR RECVD FOOD STAMPS OCT THIS YEAR" ; +label variable ER36699 "F14A WTR RECVD FOOD STAMPS NOV THIS YEAR" ; +label variable ER36700 "F14A WTR RECVD FOOD STAMPS DEC THIS YEAR" ; +label variable ER36701 "F15 # FU MEMBERS RECEIVED FOOD STAMPS" ; +label variable ER36702 "F16 VALUE OF FOOD STAMPS RECD THIS YR" ; +label variable ER36703 "F16 VALUE OF FOOD STAMPS PER" ; +label variable ER36704 "ACCURACY OF FOOD STAMPS THIS YEAR" ; +label variable ER36705 "F17 WTR BUY FOOD TO USE AT HOME" ; +label variable ER36706 "F18 REPORTED COST OF FOOD AT HOME" ; +label variable ER36707 "F18 COST OF FOOD AT HOME PER" ; +label variable ER36708 "ACCURACY OF FOOD AT HOME-RECD FD STAMPS" ; +label variable ER36709 "F19 WTR FOOD DELIVERED TO HOME" ; +label variable ER36710 "F20 COST OF DELIVERED FOOD" ; +label variable ER36711 "F20 COST OF DELIVERED FOOD PER" ; +label variable ER36712 "ACCURACY OF DELIVERD FOOD-RECD FD STAMPS" ; +label variable ER36713 "F21 COST OF FOOD EATEN OUT" ; +label variable ER36714 "F21 COST OF FOOD EATEN OUT PER" ; +label variable ER36715 "ACCURACY OF FOOD EATN OUT-RECD FD STAMPS" ; +label variable ER36716 "F22 REPORTED COST OF FOOD AT HOME" ; +label variable ER36717 "F22 COST OF FOOD AT HOME PER" ; +label variable ER36718 "ACCURACY OF FOOD AT HOME-NO FD STAMPS" ; +label variable ER36719 "F23 WTR FOOD DELIVERED TO HOME" ; +label variable ER36720 "F24 COST OF DELIVERED FOOD" ; +label variable ER36721 "F24 COST OF DELIVERED FOOD PER" ; +label variable ER36722 "ACCURACY OF DELIVERED FOOD-NO FD STAMPS" ; +label variable ER36723 "F25 COST OF FOOD EATEN OUT" ; +label variable ER36724 "F25 COST OF FOOD EATEN OUT PER" ; +label variable ER36725 "ACCURACY OF FOOD EATEN OUT-NO FD STAMPS" ; +label variable ER36726 "F47 WTR HAVE VEHICLE" ; +label variable ER36727 "F48 NUMBER OF VEHICLES" ; +label variable ER36728 "F49 MANUFACTURER CODE #1" ; +label variable ER36729 "F49 VEHICLE MAKE CODE #1" ; +label variable ER36730 "F49 VEHICLE MODEL YEAR #1" ; +label variable ER36731 "F49 VEHICLE TYPE CODE #1" ; +label variable ER36732 "F51 VEHICLE SIZE #1" ; +label variable ER36733 "F52 CYPSN OF USUAL DRIVER #1" ; +label variable ER36734 "F53 HOW ACQUIRED #1" ; +label variable ER36735 "F54 WTR NEW OR USED #1" ; +label variable ER36736 "F55 YR ACQUIRED #1" ; +label variable ER36737 "F56 MO ACQUIRED #1" ; +label variable ER36738 "F57 WTR USED FOR BUSINESS #1" ; +label variable ER36739 "F58 WTR USED MOSTLY FOR BUSINESS #1" ; +label variable ER36740 "F60 WTR OWN/LEASE >3 YR OLD VEHICLE #1" ; +label variable ER36741 "F61 TOTAL PRICE #1" ; +label variable ER36742 "F62 WTR TRADE-IN #1" ; +label variable ER36743 "F63 TRADE-IN AMOUNT #1" ; +label variable ER36744 "F64 CASH DOWNPMT AMT #1" ; +label variable ER36745 "F65 WTR GOT LOAN #1" ; +label variable ER36746 "F66 LOAN AMOUNT #1" ; +label variable ER36747 "F67 LOAN PAYMENT AMT #1" ; +label variable ER36748 "F67 LOAN PMT AMT PER #1" ; +label variable ER36749 "F69 LOAN TOTAL # PMTS #1" ; +label variable ER36750 "F70 LOAN # PMTS MADE #1" ; +label variable ER36751 "F71 LEASE INITIAL OUTLAY #1" ; +label variable ER36752 "F72 LEASE PMT AMOUNT #1" ; +label variable ER36753 "F72 LEASE AMOUNT PER #1" ; +label variable ER36754 "F73 LEASE TOTAL # PMTS #1" ; +label variable ER36755 "F74 LEASE # PMTS MADE #1" ; +label variable ER36756 "F49 MANUFACTURER CODE #2" ; +label variable ER36757 "F49 VEHICLE MAKE CODE #2" ; +label variable ER36758 "F49 VEHICLE MODEL YEAR #2" ; +label variable ER36759 "F49 VEHICLE TYPE CODE #2" ; +label variable ER36760 "F51 VEHICLE SIZE #2" ; +label variable ER36761 "F52 CYPSN OF USUAL DRIVER #2" ; +label variable ER36762 "F53 HOW ACQUIRED #2" ; +label variable ER36763 "F54 WTR NEW OR USED #2" ; +label variable ER36764 "F55 YR ACQUIRED #2" ; +label variable ER36765 "F55 MO ACQUIRED #2" ; +label variable ER36766 "F57 WTR USED FOR BUSINESS #2" ; +label variable ER36767 "F58 WTR MOSTLY FOR BUSINESS #2" ; +label variable ER36768 "F60 CKPT: WTR OWN >3 YR OLD VEHICLE #2" ; +label variable ER36769 "F61 TOTAL PRICE #2" ; +label variable ER36770 "F62 WTR TRADE-IN #2" ; +label variable ER36771 "F63 TRADE-IN AMOUNT #2" ; +label variable ER36772 "F64 CASH DOWNPMT AMT #2" ; +label variable ER36773 "F65 WTR GOT LOAN #2" ; +label variable ER36774 "F66 LOAN AMOUNT #2" ; +label variable ER36775 "F67 LOAN PAYMENT AMT #2" ; +label variable ER36776 "F67 LOAN PMT AMT PER #2" ; +label variable ER36777 "F69 LOAN TOT # PMTS #2" ; +label variable ER36778 "F70 LOAN # PMTS MADE #2" ; +label variable ER36779 "F71 LEASE INITIAL OUTLAY #2" ; +label variable ER36780 "F72 LEASE PMT AMOUNT #2" ; +label variable ER36781 "F72 LEASE AMOUNT PER #2" ; +label variable ER36782 "F73 LEASE TOTAL # PMTS #2" ; +label variable ER36783 "F74 LEASE # PMTS MADE #2" ; +label variable ER36784 "F49 MANUFACTURER CODE #3" ; +label variable ER36785 "F49 VEHICLE MAKE CODE #3" ; +label variable ER36786 "F49 VEHICLE MODEL YEAR #3" ; +label variable ER36787 "F49 VEHICLE TYPE CODE #3" ; +label variable ER36788 "F51 VEHICLE SIZE #3" ; +label variable ER36789 "F52 CYPSN OF USUAL DRIVER #3" ; +label variable ER36790 "F53 HOW ACQUIRED #3" ; +label variable ER36791 "F54 WTR NEW OR USED #3" ; +label variable ER36792 "F55 YR ACQUIRED #3" ; +label variable ER36793 "F56 MO ACQUIRED #3" ; +label variable ER36794 "F57 WTR USED FOR BUSINESS #3" ; +label variable ER36795 "F58 WTR MOSTLY FOR BUSINESS #3" ; +label variable ER36796 "F60 CKPT: WTR OWN >3 YR OLD VEHICLE #3" ; +label variable ER36797 "F61 TOTAL PRICE #3" ; +label variable ER36798 "F62 WTR TRADE-IN #3" ; +label variable ER36799 "F63 TRADE-IN AMOUNT #3" ; +label variable ER36800 "F64 CASH DOWNPMT AMT #3" ; +label variable ER36801 "F65 WTR GOT LOAN #3" ; +label variable ER36802 "F66 LOAN AMOUNT #3" ; +label variable ER36803 "F67 LOAN PAYMENT AMT #3" ; +label variable ER36804 "F67 LOAN PMT AMT PER #3" ; +label variable ER36805 "F69 LOAN TOTAL # PMTS #3" ; +label variable ER36806 "F70 LOAN # PMTS MADE #3" ; +label variable ER36807 "F71 LEASE INITIAL OUTLAY #3" ; +label variable ER36808 "F72 LEASE PMT AMOUNT #3" ; +label variable ER36809 "F72 LEASE AMOUNT PER #3" ; +label variable ER36810 "F73 LEASE TOTAL # PMTS #3" ; +label variable ER36811 "F74 LEASE # PMTS MADE #3" ; +label variable ER36812 "F77 CAR INSURANCE EXPENSE" ; +label variable ER36813 "F77 CAR INSURANCE PER" ; +label variable ER36814 "F78CKPT WTR OTR VEHICLES" ; +label variable ER36815 "F79 ADDL CAR/LEASE PMTS" ; +label variable ER36816 "F80A CAR REPAIR EXPENSES" ; +label variable ER36817 "F80B GASOLINE EXPENSES" ; +label variable ER36818 "F80C PARKING EXPENSES" ; +label variable ER36819 "F81A BUS/TRAIN FARES" ; +label variable ER36820 "F81B CAB FARE EXPENSES" ; +label variable ER36821 "F81C OTR TRANSP EXPENSES" ; +label variable ER36822 "F82 WTR SCHOOL EXPENSES" ; +label variable ER36823 "F83 TOTAL SCHOOL EXPENSES" ; +label variable ER36824 "F84 WTR OTR SCHOOL EXPENSES" ; +label variable ER36825 "F86 TOTAL OTR SCHOOL EXPENSES" ; +label variable ER36826 "F87 COST OF HOME REPAIRS LAST YEAR" ; +label variable ER36827 "F87 TIME UNIT FOR HOME REPAIRS" ; +label variable ER36828 "F87A WTR $400 OR MORE" ; +label variable ER36829 "F87B WTR $1000 OR MORE" ; +label variable ER36830 "F87C WTR $100 OR MORE" ; +label variable ER36831 "F88 COST OF HHOLD FURNISHINGS LAST YEAR" ; +label variable ER36832 "F88 TIME UNIT FOR HHOLD FURNISHINGS" ; +label variable ER36833 "F88A WTR $500 OR MORE" ; +label variable ER36834 "F88B WTR $1500 OR MORE" ; +label variable ER36835 "F88C WTR $100 OR MORE" ; +label variable ER36836 "F89 COST OF CLOTHING LAST YEAR" ; +label variable ER36837 "F89 TIME UNIT FOR CLOTHING" ; +label variable ER36838 "F89A WTR $700 OR MORE" ; +label variable ER36839 "F89B WTR$1500 OR MORE" ; +label variable ER36840 "F89C WTR $200 OR MORE" ; +label variable ER36841 "F90 COST OF TRIPS, VACATIONS LAST YEAR" ; +label variable ER36842 "F90 TIME UNIT FOR TRIPS, VACATIONS" ; +label variable ER36843 "F90A WTR $500 OR MORE" ; +label variable ER36844 "F90B WTR $1500 OR MORE" ; +label variable ER36845 "F90C WTR $200 OR MORE" ; +label variable ER36846 "F91 COST OF OTR RECREATION LAST YEAR" ; +label variable ER36847 "F91 TIME UNIT FOR OTR RECREATON" ; +label variable ER36848 "F91A WTR $500 OR MORE" ; +label variable ER36849 "F91B WTR $1500 OR MORE" ; +label variable ER36850 "F91C WTR $200 OR MORE" ; +label variable ER36851 "G1A WHETHER HEAD FARMER" ; +label variable ER36852 "G2 TOTAL FARM RECEIPTS" ; +label variable ER36853 "G3 PYR FARM EXPENSES" ; +label variable ER36854 "G4 PYR NET FARM INCOME" ; +label variable ER36855 "ACCURACY OF FARM INCOME" ; +label variable ER36856 "G5 WHETHER BUSINESS" ; +label variable ER36857 "G7A 2-DIGIT INDUSTRY-BUS 1" ; +label variable ER36858 "G8 HEAD OWN BUSINESS 1?" ; +label variable ER36859 "G8 WIFE OWN BUSINESS 1?" ; +label variable ER36860 "G8OTR RELATIVE OWN BUS1?" ; +label variable ER36861 "G8OTHER PERSON OWN BUS1?" ; +label variable ER36862 "HEAD WORK IN BUSINESS 1" ; +label variable ER36863 "HEAD REPORT HRS BUSNS 1" ; +label variable ER36864 "WIFE WORK IN BUSINESS 1" ; +label variable ER36865 "WIFE REPORT HRS BUSNS 1" ; +label variable ER36866 "G10 CORP/UNINCORP BUS1" ; +label variable ER36867 "G11 GROSS RECEIPTS BUS1" ; +label variable ER36868 "G11A EXPENSES BUS 1" ; +label variable ER36869 "G11B PROFIT/LOSS BUS 1" ; +label variable ER36870 "ACCURACY OF BUSINESS1 PROFIT/LOSS" ; +label variable ER36871 "G7A 2-DIGIT INDUSTRY-BUS 2" ; +label variable ER36872 "G8 HEAD OWN BUSINESS 2?" ; +label variable ER36873 "G8 WIFE OWN BUSINESS 2?" ; +label variable ER36874 "G8OTR RELATIVE OWN BUS2?" ; +label variable ER36875 "G8OTHER PERSON OWN BUS2?" ; +label variable ER36876 "HEAD WORK IN BUSINESS 2" ; +label variable ER36877 "HEAD REPORT HRS BUSNS 2" ; +label variable ER36878 "WIFE WORK IN BUSINESS 2" ; +label variable ER36879 "WIFE REPORT HRS BUSNS 2" ; +label variable ER36880 "G10 CORP/UNINCORP BUS2" ; +label variable ER36881 "G11 GROSS RECEIPTS BUS 2" ; +label variable ER36882 "G11A EXPENSES BUS 2" ; +label variable ER36883 "G11B PROFIT/LOSS BUS 2" ; +label variable ER36884 "ACCURACY OF BUSINESS2 PROFIT/LOSS" ; +label variable ER36885 "G7A 2-DIGIT INDUSTRY-BUS 3" ; +label variable ER36886 "G8 HEAD OWN BUSINESS 3?" ; +label variable ER36887 "G8 WIFE OWN BUSINESS 3?" ; +label variable ER36888 "G8OTR RELATIVE OWN BUS3?" ; +label variable ER36889 "G8OTHER PERSON OWN BUS3?" ; +label variable ER36890 "HEAD WORK IN BUSINESS 3" ; +label variable ER36891 "HEAD REPORT HRS BUSNS 3" ; +label variable ER36892 "WIFE WORK IN BUSINESS 3" ; +label variable ER36893 "WIFE REPORT HRS BUSNS 3" ; +label variable ER36894 "G10 CORP/UNINCORP BUS3" ; +label variable ER36895 "G11 GROSS RECEIPTS BUS 3" ; +label variable ER36896 "G11A EXPENSES BUS 3" ; +label variable ER36897 "G11B PROFIT/LOSS BUS 3" ; +label variable ER36898 "ACCURACY OF BUSINESS3 PROFIT/LOSS" ; +label variable ER36899 "G7A 2-DIGIT INDUSTRY-BUS 4" ; +label variable ER36900 "G8 HEAD OWN BUSINESS 4?" ; +label variable ER36901 "G8 WIFE OWN BUSINESS 4?" ; +label variable ER36902 "G8OTR RELATIVE OWN BUS4?" ; +label variable ER36903 "G8OTHER PERSON OWN BUS4?" ; +label variable ER36904 "HEAD WORK IN BUSINESS 4" ; +label variable ER36905 "HEAD REPORT HRS BUSNS 4" ; +label variable ER36906 "WIFE WORK IN BUSINESS 4" ; +label variable ER36907 "WIFE REPORT HRS BUSNS 4" ; +label variable ER36908 "G10 CORP/UNINCORP BUS4" ; +label variable ER36909 "G11 GROSS RECEIPTS BUS 4" ; +label variable ER36910 "G11A EXPENSES BUS 4" ; +label variable ER36911 "G11B PROFIT/LOSS BUS 4" ; +label variable ER36912 "ACCURACY OF BUSINESS4 PROFIT/LOSS" ; +label variable ER36913 "G7A 2-DIGIT INDUSTRY-BUS 5" ; +label variable ER36914 "G8 HEAD OWN BUSINESS 5?" ; +label variable ER36915 "G8 WIFE OWN BUSINESS 5?" ; +label variable ER36916 "G8OTR RELATIVE OWN BUS5?" ; +label variable ER36917 "G8OTHER PERSON OWN BUS5?" ; +label variable ER36918 "HEAD WORK IN BUSINESS 5" ; +label variable ER36919 "HEAD REPORT HRS BUSNS 5" ; +label variable ER36920 "WIFE WORK IN BUSINESS 5" ; +label variable ER36921 "WIFE REPORT HRS BUSNS 5" ; +label variable ER36922 "G10 CORP/UNINCORP BUS5" ; +label variable ER36923 "G11 GROSS RECEIPTS BUS 5" ; +label variable ER36924 "G11A EXPENSES BUS 5" ; +label variable ER36925 "G11B PROFIT/LOSS BUS 5" ; +label variable ER36926 "ACCURACY OF BUSINESS5 PROFIT/LOSS" ; +label variable ER36927 "G12 HEAD HAVE WAGES" ; +label variable ER36928 "G13 WAGES/SALARY OF HEAD" ; +label variable ER36929 "ACCURACY OF WAGES/SALARY-HEAD" ; +label variable ER36930 "G14/16 HD BONUS/OT/COMM" ; +label variable ER36931 "HEAD HAVE BONUS" ; +label variable ER36932 "AMT HEAD BONUS" ; +label variable ER36933 "ACCURACY OF BONUS-HEAD" ; +label variable ER36934 "HEAD HAVE OVERTIME" ; +label variable ER36935 "AMT HEAD OVERTIME" ; +label variable ER36936 "ACCURACY OF OVERTIME-HEAD" ; +label variable ER36937 "HEAD HAVE TIPS" ; +label variable ER36938 "AMT HEAD TIPS" ; +label variable ER36939 "ACCURACY OF TIPS-HEAD" ; +label variable ER36940 "HEAD HAVE COMMISSION" ; +label variable ER36941 "AMT HEAD COMMISSION" ; +label variable ER36942 "ACCURACY OF COMMISSION-HEAD" ; +label variable ER36943 "WTR OTHER LABOR Y-HEAD" ; +label variable ER36944 "AMT OTHER LABOR Y-HEAD" ; +label variable ER36945 "ACCURACY OF OTHER LABOR Y-HEAD" ; +label variable ER36946 "WTR WORK HRS FOR WAGES ETC" ; +label variable ER36947 "G18A WTR HEAD PROF PRACT" ; +label variable ER36948 "AMT PROF PRACTICE OF HD" ; +label variable ER36949 "AMT PROF PRACTICE PER" ; +label variable ER36950 "ACCURACY OF PROF PRACTICE-HEAD" ; +label variable ER36951 "PROF/TRADE INCOME H JAN" ; +label variable ER36952 "PROF/TRADE INCOME H FEB" ; +label variable ER36953 "PROF/TRADE INCOME H MAR" ; +label variable ER36954 "PROF/TRADE INCOME H APR" ; +label variable ER36955 "PROF/TRADE INCOME H MAY" ; +label variable ER36956 "PROF/TRADE INCOME H JUN" ; +label variable ER36957 "PROF/TRADE INCOME H JUL" ; +label variable ER36958 "PROF/TRADE INCOME H AUG" ; +label variable ER36959 "PROF/TRADE INCOME H SEP" ; +label variable ER36960 "PROF/TRADE INCOME H OCT" ; +label variable ER36961 "PROF/TRADE INCOME H NOV" ; +label variable ER36962 "PROF/TRADE INCOME H DEC" ; +label variable ER36963 "G21A WTR WORK HRS FOR PROF PRAC" ; +label variable ER36964 "G18B WTR HEAD MKT GDNING" ; +label variable ER36965 "AMT MKT GARDENING OF HD" ; +label variable ER36966 "AMT MKT GARDENING PER" ; +label variable ER36967 "ACCURACY OF MKT GARDENING-HEAD" ; +label variable ER36968 "GARDEN/FARM INCOME H JAN" ; +label variable ER36969 "GARDEN/FARM INCOME H FEB" ; +label variable ER36970 "GARDEN/FARM INCOME H MAR" ; +label variable ER36971 "GARDEN/FARM INCOME H APR" ; +label variable ER36972 "GARDEN/FARM INCOME H MAY" ; +label variable ER36973 "GARDEN/FARM INCOME H JUN" ; +label variable ER36974 "GARDEN/FARM INCOME H JUL" ; +label variable ER36975 "GARDEN/FARM INCOME H AUG" ; +label variable ER36976 "GARDEN/FARM INCOME H SEP" ; +label variable ER36977 "GARDEN/FARM INCOME H OCT" ; +label variable ER36978 "GARDEN/FARM INCOME H NOV" ; +label variable ER36979 "GARDEN/FARM INCOME H DEC" ; +label variable ER36980 "G21B WTR WORK HRS FOR MKT GRDNG" ; +label variable ER36981 "G18C WTR HEAD ROOMERS" ; +label variable ER36982 "AMT ROOMERS/BOARDERS HD" ; +label variable ER36983 "AMT ROOMERS/BOARDERS PER" ; +label variable ER36984 "ACCURACY OF ROOMERS/BOARDERS-HEAD" ; +label variable ER36985 "ROOM/BORD INCOME H JAN" ; +label variable ER36986 "ROOM/BORD INCOME H FEB" ; +label variable ER36987 "ROOM/BORD INCOME H MAR" ; +label variable ER36988 "ROOM/BORD INCOME H APR" ; +label variable ER36989 "ROOM/BORD INCOME H MAY" ; +label variable ER36990 "ROOM/BORD INCOME H JUN" ; +label variable ER36991 "ROOM/BORD INCOME H JUL" ; +label variable ER36992 "ROOM/BORD INCOME H AUG" ; +label variable ER36993 "ROOM/BORD INCOME H SEP" ; +label variable ER36994 "ROOM/BORD INCOME H OCT" ; +label variable ER36995 "ROOM/BORD INCOME H NOV" ; +label variable ER36996 "ROOM/BORD INCOME H DEC" ; +label variable ER36997 "G21C WTR WORK HRS FOR ROOMERS" ; +label variable ER36998 "G23 WTR INCL EARNINGS XTRA JOB" ; +label variable ER36999 "AMT FROM XTRA JOBS" ; +label variable ER37000 "ACCURACY OF XTRA JOB INCOME-HEAD" ; +label variable ER37001 "G25A WHETHER RENT HEAD" ; +label variable ER37002 "RENT OF HEAD" ; +label variable ER37003 "RENT OF HEAD PER" ; +label variable ER37004 "ACCURACY OF RENT-HEAD" ; +label variable ER37005 "G26A2 WTR RENT JOINT WITH WIFE" ; +label variable ER37006 "RENT INCOME HEAD JAN" ; +label variable ER37007 "RENT INCOME HEAD FEB" ; +label variable ER37008 "RENT INCOME HEAD MAR" ; +label variable ER37009 "RENT INCOME HEAD APR" ; +label variable ER37010 "RENT INCOME HEAD MAY" ; +label variable ER37011 "RENT INCOME HEAD JUN" ; +label variable ER37012 "RENT INCOME HEAD JUL" ; +label variable ER37013 "RENT INCOME HEAD AUG" ; +label variable ER37014 "RENT INCOME HEAD SEP" ; +label variable ER37015 "RENT INCOME HEAD OCT" ; +label variable ER37016 "RENT INCOME HEAD NOV" ; +label variable ER37017 "RENT INCOME HEAD DEC" ; +label variable ER37018 "G25B WHETHER DIVIDENDS HEAD" ; +label variable ER37019 "DIVIDENDS OF HEAD" ; +label variable ER37020 "DIVIDENDS OF HEAD PER" ; +label variable ER37021 "ACCURACY OF DIVIDENDS-HEAD" ; +label variable ER37022 "G26B2 WTR DIVIDENDS JOINT WITH WIFE" ; +label variable ER37023 "DIVIDEND INCOME HEAD JAN" ; +label variable ER37024 "DIVIDEND INCOME HEAD FEB" ; +label variable ER37025 "DIVIDEND INCOME HEAD MAR" ; +label variable ER37026 "DIVIDEND INCOME HEAD APR" ; +label variable ER37027 "DIVIDEND INCOME HEAD MAY" ; +label variable ER37028 "DIVIDEND INCOME HEAD JUN" ; +label variable ER37029 "DIVIDEND INCOME HEAD JUL" ; +label variable ER37030 "DIVIDEND INCOME HEAD AUG" ; +label variable ER37031 "DIVIDEND INCOME HEAD SEP" ; +label variable ER37032 "DIVIDEND INCOME HEAD OCT" ; +label variable ER37033 "DIVIDEND INCOME HEAD NOV" ; +label variable ER37034 "DIVIDEND INCOME HEAD DEC" ; +label variable ER37035 "G25C WHETHER INTEREST HEAD" ; +label variable ER37036 "INTEREST OF HEAD" ; +label variable ER37037 "INTEREST OF HEAD PER" ; +label variable ER37038 "ACCURACY OF INTEREST-HEAD" ; +label variable ER37039 "G26C2 WTR INTEREST JOINT WITH WIFE" ; +label variable ER37040 "INTEREST INCOME HEAD JAN" ; +label variable ER37041 "INTEREST INCOME HEAD FEB" ; +label variable ER37042 "INTEREST INCOME HEAD MAR" ; +label variable ER37043 "INTEREST INCOME HEAD APR" ; +label variable ER37044 "INTEREST INCOME HEAD MAY" ; +label variable ER37045 "INTEREST INCOME HEAD JUN" ; +label variable ER37046 "INTEREST INCOME HEAD JUL" ; +label variable ER37047 "INTEREST INCOME HEAD AUG" ; +label variable ER37048 "INTEREST INCOME HEAD SEP" ; +label variable ER37049 "INTEREST INCOME HEAD OCT" ; +label variable ER37050 "INTEREST INCOME HEAD NOV" ; +label variable ER37051 "INTEREST INCOME HEAD DEC" ; +label variable ER37052 "WHETHER TRUST FUND HEAD" ; +label variable ER37053 "G25D TRUST FUND OF HEAD" ; +label variable ER37054 "TRUST FUND OF HEAD PER" ; +label variable ER37055 "ACCURACY OF TRUST FUND-HEAD" ; +label variable ER37056 "TRUST/ROYAL INCOME H JAN" ; +label variable ER37057 "TRUST/ROYAL INCOME H FEB" ; +label variable ER37058 "TRUST/ROYAL INCOME H MAR" ; +label variable ER37059 "TRUST/ROYAL INCOME H APR" ; +label variable ER37060 "TRUST/ROYAL INCOME H MAY" ; +label variable ER37061 "TRUST/ROYAL INCOME H JUN" ; +label variable ER37062 "TRUST/ROYAL INCOME H JUL" ; +label variable ER37063 "TRUST/ROYAL INCOME H AUG" ; +label variable ER37064 "TRUST/ROYAL INCOME H SEP" ; +label variable ER37065 "TRUST/ROYAL INCOME H OCT" ; +label variable ER37066 "TRUST/ROYAL INCOME H NOV" ; +label variable ER37067 "TRUST/ROYAL INCOME H DEC" ; +label variable ER37068 "G25E WHETHER ADC/TANF HEAD" ; +label variable ER37069 "ADC/TANF OF HEAD" ; +label variable ER37070 "ADC/TANF OF HEAD PER" ; +label variable ER37071 "ACCURACY OF ADC/TANF-HEAD" ; +label variable ER37072 "ADC/TANF INCOME HEAD JAN" ; +label variable ER37073 "ADC/TANF INCOME HEAD FEB" ; +label variable ER37074 "ADC/TANF INCOME HEAD MAR" ; +label variable ER37075 "ADC/TANF INCOME HEAD APR" ; +label variable ER37076 "ADC/TANF INCOME HEAD MAY" ; +label variable ER37077 "ADC/TANF INCOME HEAD JUN" ; +label variable ER37078 "ADC/TANF INCOME HEAD JUL" ; +label variable ER37079 "ADC/TANF INCOME HEAD AUG" ; +label variable ER37080 "ADC/TANF INCOME HEAD SEP" ; +label variable ER37081 "ADC/TANF INCOME HEAD OCT" ; +label variable ER37082 "ADC/TANF INCOME HEAD NOV" ; +label variable ER37083 "ADC/TANF INCOME HEAD DEC" ; +label variable ER37084 "G25F WHETHER SSI HEAD" ; +label variable ER37085 "HEAD SSI SELF/ELSE/BOTH" ; +label variable ER37086 "SSI OF HEAD" ; +label variable ER37087 "SSI OF HEAD PER" ; +label variable ER37088 "ACCURACY OF SSI-HEAD" ; +label variable ER37089 "SSI INCOME HEAD JAN" ; +label variable ER37090 "SSI INCOME HEAD FEB" ; +label variable ER37091 "SSI INCOME HEAD MAR" ; +label variable ER37092 "SSI INCOME HEAD APR" ; +label variable ER37093 "SSI INCOME HEAD MAY" ; +label variable ER37094 "SSI INCOME HEAD JUN" ; +label variable ER37095 "SSI INCOME HEAD JUL" ; +label variable ER37096 "SSI INCOME HEAD AUG" ; +label variable ER37097 "SSI INCOME HEAD SEP" ; +label variable ER37098 "SSI INCOME HEAD OCT" ; +label variable ER37099 "SSI INCOME HEAD NOV" ; +label variable ER37100 "SSI INCOME HEAD DEC" ; +label variable ER37101 "G25G WHETHER OTHER WELFARE HD" ; +label variable ER37102 "OTHER WELFARE OF HEAD" ; +label variable ER37103 "OTHER WELFARE OF HD PER" ; +label variable ER37104 "ACCURACY OF OTR WELFARE-HEAD" ; +label variable ER37105 "OTR WELFARE INCOME H JAN" ; +label variable ER37106 "OTR WELFARE INCOME H FEB" ; +label variable ER37107 "OTR WELFARE INCOME H MAR" ; +label variable ER37108 "OTR WELFARE INCOME H APR" ; +label variable ER37109 "OTR WELFARE INCOME H MAY" ; +label variable ER37110 "OTR WELFARE INCOME H JUN" ; +label variable ER37111 "OTR WELFARE INCOME H JUL" ; +label variable ER37112 "OTR WELFARE INCOME H AUG" ; +label variable ER37113 "OTR WELFARE INCOME H SEP" ; +label variable ER37114 "OTR WELFARE INCOME H OCT" ; +label variable ER37115 "OTR WELFARE INCOME H NOV" ; +label variable ER37116 "OTR WELFARE INCOME H DEC" ; +label variable ER37117 "G31 ANY FU MEMB GET SOCSEC" ; +label variable ER37118 "G37 WHETHER HEAD VA PENSION" ; +label variable ER37119 "VA PENSION OF HEAD AMT" ; +label variable ER37120 "VA PENSION OF HEAD PER" ; +label variable ER37121 "ACCURACY OF VA PENSION-HEAD" ; +label variable ER37122 "VA INCOME HEAD JAN" ; +label variable ER37123 "VA INCOME HEAD FEB" ; +label variable ER37124 "VA INCOME HEAD MAR" ; +label variable ER37125 "VA INCOME HEAD APR" ; +label variable ER37126 "VA INCOME HEAD MAY" ; +label variable ER37127 "VA INCOME HEAD JUN" ; +label variable ER37128 "VA INCOME HEAD JUL" ; +label variable ER37129 "VA INCOME HEAD AUG" ; +label variable ER37130 "VA INCOME HEAD SEP" ; +label variable ER37131 "VA INCOME HEAD OCT" ; +label variable ER37132 "VA INCOME HEAD NOV" ; +label variable ER37133 "VA INCOME HEAD DEC" ; +label variable ER37134 "G40A WTR NONVA RETIREMT-HEAD" ; +label variable ER37135 "NONVA RETIREMENT-HEAD" ; +label variable ER37136 "NONVA RETIREMENT PER-HD" ; +label variable ER37137 "ACCURACY OF NONVA RETIREMENT-HEAD" ; +label variable ER37138 "RETIREMENT INCOME H JAN" ; +label variable ER37139 "RETIREMENT INCOME H FEB" ; +label variable ER37140 "RETIREMENT INCOME H MAR" ; +label variable ER37141 "RETIREMENT INCOME H APR" ; +label variable ER37142 "RETIREMENT INCOME H MAY" ; +label variable ER37143 "RETIREMENT INCOME H JUN" ; +label variable ER37144 "RETIREMENT INCOME H JUL" ; +label variable ER37145 "RETIREMENT INCOME H AUG" ; +label variable ER37146 "RETIREMENT INCOME H SEP" ; +label variable ER37147 "RETIREMENT INCOME H OCT" ; +label variable ER37148 "RETIREMENT INCOME H NOV" ; +label variable ER37149 "RETIREMENT INCOME H DEC" ; +label variable ER37150 "G40B WHETHER HEAD ANNUITIES" ; +label variable ER37151 "ANNUITIES OF HEAD" ; +label variable ER37152 "ANNUITIES OF HEAD PER" ; +label variable ER37153 "ACCURACY OF ANNUITIES-HEAD" ; +label variable ER37154 "ANNUITIES INCOME JAN" ; +label variable ER37155 "ANNUITIES INCOME FEB" ; +label variable ER37156 "ANNUITIES INCOME MAR" ; +label variable ER37157 "ANNUITIES INCOME APR" ; +label variable ER37158 "ANNUITIES INCOME MAY" ; +label variable ER37159 "ANNUITIES INCOME JUN" ; +label variable ER37160 "ANNUITIES INCOME JUL" ; +label variable ER37161 "ANNUITIES INCOME AUG" ; +label variable ER37162 "ANNUITIES INCOME SEP" ; +label variable ER37163 "ANNUITIES INCOME OCT" ; +label variable ER37164 "ANNUITIES INCOME NOV" ; +label variable ER37165 "ANNUITIES INCOME DEC" ; +label variable ER37166 "G40C WHETHER HEAD OTR PENSION" ; +label variable ER37167 "OTHER PENSION OF HEAD" ; +label variable ER37168 "OTHER PENSION OF HD PER" ; +label variable ER37169 "ACCURACY OF OTR PENSION-HEAD" ; +label variable ER37170 "OTR PENSION HEAD JAN" ; +label variable ER37171 "OTR PENSION HEAD FEB" ; +label variable ER37172 "OTR PENSION HEAD MAR" ; +label variable ER37173 "OTR PENSION HEAD APR" ; +label variable ER37174 "OTR PENSION HEAD MAY" ; +label variable ER37175 "OTR PENSION HEAD JUN" ; +label variable ER37176 "OTR PENSION HEAD JUL" ; +label variable ER37177 "OTR PENSION HEAD AUG" ; +label variable ER37178 "OTR PENSION HEAD SEP" ; +label variable ER37179 "OTR PENSION HEAD OCT" ; +label variable ER37180 "OTR PENSION HEAD NOV" ; +label variable ER37181 "OTR PENSION HEAD DEC" ; +label variable ER37182 "G43 NUM OF HEAD NON VA PENSN" ; +label variable ER37183 "G44A WTR UNEMPL COMP OF HEAD" ; +label variable ER37184 "AMT UNEMPL COMP OF HEAD" ; +label variable ER37185 "AMT UNEMPL COMP HD PER" ; +label variable ER37186 "ACCURACY OF UNEMPL COMP-HEAD" ; +label variable ER37187 "UNEMPLOY INCOME HEAD JAN" ; +label variable ER37188 "UNEMPLOY INCOME HEAD FEB" ; +label variable ER37189 "UNEMPLOY INCOME HEAD MAR" ; +label variable ER37190 "UNEMPLOY INCOME HEAD APR" ; +label variable ER37191 "UNEMPLOY INCOME HEAD MAY" ; +label variable ER37192 "UNEMPLOY INCOME HEAD JUN" ; +label variable ER37193 "UNEMPLOY INCOME HEAD JUL" ; +label variable ER37194 "UNEMPLOY INCOME HEAD AUG" ; +label variable ER37195 "UNEMPLOY INCOME HEAD SEP" ; +label variable ER37196 "UNEMPLOY INCOME HEAD OCT" ; +label variable ER37197 "UNEMPLOY INCOME HEAD NOV" ; +label variable ER37198 "UNEMPLOY INCOME HEAD DEC" ; +label variable ER37199 "G44B WTR WORKMEN COMP OF HEAD" ; +label variable ER37200 "AMT WORKMEN COMP OF HEAD" ; +label variable ER37201 "AMT WORKMEN COMP HD PER" ; +label variable ER37202 "ACCURACY OF WORKMEN COMP-HEAD" ; +label variable ER37203 "WORKER COMP INCOME H JAN" ; +label variable ER37204 "WORKER COMP INCOME H FEB" ; +label variable ER37205 "WORKER COMP INCOME H MAR" ; +label variable ER37206 "WORKER COMP INCOME H APR" ; +label variable ER37207 "WORKER COMP INCOME H MAY" ; +label variable ER37208 "WORKER COMP INCOME H JUN" ; +label variable ER37209 "WORKER COMP INCOME H JUL" ; +label variable ER37210 "WORKER COMP INCOME H AUG" ; +label variable ER37211 "WORKER COMP INCOME H SEP" ; +label variable ER37212 "WORKER COMP INCOME H OCT" ; +label variable ER37213 "WORKER COMP INCOME H NOV" ; +label variable ER37214 "WORKER COMP INCOME H DEC" ; +label variable ER37215 "G44C WTR CHILD SUPPORT OF HD" ; +label variable ER37216 "AMT CHILD SUPPORT OF HD" ; +label variable ER37217 "AMT CHILD SUPPORT HD PER" ; +label variable ER37218 "ACCURACY OF CHILD SUPPORT-HEAD" ; +label variable ER37219 "CHILD SUPPORT INC H JAN" ; +label variable ER37220 "CHILD SUPPORT INC H FEB" ; +label variable ER37221 "CHILD SUPPORT INC H MAR" ; +label variable ER37222 "CHILD SUPPORT INC H APR" ; +label variable ER37223 "CHILD SUPPORT INC H MAY" ; +label variable ER37224 "CHILD SUPPORT INC H JUN" ; +label variable ER37225 "CHILD SUPPORT INC H JUL" ; +label variable ER37226 "CHILD SUPPORT INC H AUG" ; +label variable ER37227 "CHILD SUPPORT INC H SEP" ; +label variable ER37228 "CHILD SUPPORT INC H OCT" ; +label variable ER37229 "CHILD SUPPORT INC H NOV" ; +label variable ER37230 "CHILD SUPPORT INC H DEC" ; +label variable ER37231 "G44D WTR ALIMONY OF HEAD" ; +label variable ER37232 "AMT ALIMONY OF HEAD" ; +label variable ER37233 "AMT ALIMONY OF HEAD PER" ; +label variable ER37234 "ACCURACY OF ALIMONY-HEAD" ; +label variable ER37235 "ALIMONY INCOME HEAD JAN" ; +label variable ER37236 "ALIMONY INCOME HEAD FEB" ; +label variable ER37237 "ALIMONY INCOME HEAD MAR" ; +label variable ER37238 "ALIMONY INCOME HEAD APR" ; +label variable ER37239 "ALIMONY INCOME HEAD MAY" ; +label variable ER37240 "ALIMONY INCOME HEAD JUN" ; +label variable ER37241 "ALIMONY INCOME HEAD JUL" ; +label variable ER37242 "ALIMONY INCOME HEAD AUG" ; +label variable ER37243 "ALIMONY INCOME HEAD SEP" ; +label variable ER37244 "ALIMONY INCOME HEAD OCT" ; +label variable ER37245 "ALIMONY INCOME HEAD NOV" ; +label variable ER37246 "ALIMONY INCOME HEAD DEC" ; +label variable ER37247 "G44E WTR HELP FRM RELATIV HEAD" ; +label variable ER37248 "AMT HELP FRM RELATIV HD" ; +label variable ER37249 "AMT HELP FRM RELATIV PER" ; +label variable ER37250 "ACCURACY OF HELP FRM RELATIV-HEAD" ; +label variable ER37251 "HELP FROM RELATIVE H JAN" ; +label variable ER37252 "HELP FROM RELATIVE H FEB" ; +label variable ER37253 "HELP FROM RELATIVE H MAR" ; +label variable ER37254 "HELP FROM RELATIVE H APR" ; +label variable ER37255 "HELP FROM RELATIVE H MAY" ; +label variable ER37256 "HELP FROM RELATIVE H JUN" ; +label variable ER37257 "HELP FROM RELATIVE H JUL" ; +label variable ER37258 "HELP FROM RELATIVE H AUG" ; +label variable ER37259 "HELP FROM RELATIVE H SEP" ; +label variable ER37260 "HELP FROM RELATIVE H OCT" ; +label variable ER37261 "HELP FROM RELATIVE H NOV" ; +label variable ER37262 "HELP FROM RELATIVE H DEC" ; +label variable ER37263 "G44F WTR HELP FRM OTHERS HEAD" ; +label variable ER37264 "AMT HELP FRM OTHERS HD" ; +label variable ER37265 "AMT HELP FRM OTHERS PER" ; +label variable ER37266 "ACCURACY OF HELP FRM OTHERS-HEAD" ; +label variable ER37267 "HELP FROM OTHERS H JAN" ; +label variable ER37268 "HELP FROM OTHERS H FEB" ; +label variable ER37269 "HELP FROM OTHERS H MAR" ; +label variable ER37270 "HELP FROM OTHERS H APR" ; +label variable ER37271 "HELP FROM OTHERS H MAY" ; +label variable ER37272 "HELP FROM OTHERS H JUN" ; +label variable ER37273 "HELP FROM OTHERS H JUL" ; +label variable ER37274 "HELP FROM OTHERS H AUG" ; +label variable ER37275 "HELP FROM OTHERS H SEP" ; +label variable ER37276 "HELP FROM OTHERS H OCT" ; +label variable ER37277 "HELP FROM OTHERS H NOV" ; +label variable ER37278 "HELP FROM OTHERS H DEC" ; +label variable ER37279 "G44G WTR ANYTHING ELSE OF HD" ; +label variable ER37280 "AMT ANYTHING ELSE OF HD" ; +label variable ER37281 "AMT ANYTHING ELSE PER" ; +label variable ER37282 "ACCURACY OF ANYTHING ELSE-HEAD" ; +label variable ER37283 "ANY OTHER INCOME H JAN" ; +label variable ER37284 "ANY OTHER INCOME H FEB" ; +label variable ER37285 "ANY OTHER INCOME H MAR" ; +label variable ER37286 "ANY OTHER INCOME H APR" ; +label variable ER37287 "ANY OTHER INCOME H MAY" ; +label variable ER37288 "ANY OTHER INCOME H JUN" ; +label variable ER37289 "ANY OTHER INCOME H JUL" ; +label variable ER37290 "ANY OTHER INCOME H AUG" ; +label variable ER37291 "ANY OTHER INCOME H SEP" ; +label variable ER37292 "ANY OTHER INCOME H OCT" ; +label variable ER37293 "ANY OTHER INCOME H NOV" ; +label variable ER37294 "ANY OTHER INCOME H DEC" ; +label variable ER37295 "G49 WTR WIFE IN FU NOW" ; +label variable ER37296 "G50 WHETHER WIFE HAD INCOME" ; +label variable ER37297 "G51A WHETHER WIFE LABOR INC" ; +label variable ER37298 "G51B WHETHER WFE INC FRM WORK" ; +label variable ER37299 "WAGES/SALARY OF WIFE" ; +label variable ER37300 "ACCURACY OF WAGES/SALARY-WIFE" ; +label variable ER37301 "G52B WTR WORK HOURS FOR WIFE" ; +label variable ER37302 "G53 WHETHER UNEMPLOYMENT WFE" ; +label variable ER37303 "UNEMPLOYMNT COMP OF WIFE" ; +label variable ER37304 "UNEMPLOYMNT COMP WFE PER" ; +label variable ER37305 "ACCURACY OF UNEMPLOYMENT COMP-WIFE" ; +label variable ER37306 "UNEMPLOY INCOME WIFE JAN" ; +label variable ER37307 "UNEMPLOY INCOME WIFE FEB" ; +label variable ER37308 "UNEMPLOY INCOME WIFE MAR" ; +label variable ER37309 "UNEMPLOY INCOME WIFE APR" ; +label variable ER37310 "UNEMPLOY INCOME WIFE MAY" ; +label variable ER37311 "UNEMPLOY INCOME WIFE JUN" ; +label variable ER37312 "UNEMPLOY INCOME WIFE JUL" ; +label variable ER37313 "UNEMPLOY INCOME WIFE AUG" ; +label variable ER37314 "UNEMPLOY INCOME WIFE SEP" ; +label variable ER37315 "UNEMPLOY INCOME WIFE OCT" ; +label variable ER37316 "UNEMPLOY INCOME WIFE NOV" ; +label variable ER37317 "UNEMPLOY INCOME WIFE DEC" ; +label variable ER37318 "G56 WHETHER WORKERS COMP WFE" ; +label variable ER37319 "WORKERS COMP OF WIFE" ; +label variable ER37320 "WORKERS COMP OF WIFE PER" ; +label variable ER37321 "ACCURACY OF WORKERS COMP-WIFE" ; +label variable ER37322 "WORKER COMP INCOME W JAN" ; +label variable ER37323 "WORKER COMP INCOME W FEB" ; +label variable ER37324 "WORKER COMP INCOME W MAR" ; +label variable ER37325 "WORKER COMP INCOME W APR" ; +label variable ER37326 "WORKER COMP INCOME W MAY" ; +label variable ER37327 "WORKER COMP INCOME W JUN" ; +label variable ER37328 "WORKER COMP INCOME W JUL" ; +label variable ER37329 "WORKER COMP INCOME W AUG" ; +label variable ER37330 "WORKER COMP INCOME W SEP" ; +label variable ER37331 "WORKER COMP INCOME W OCT" ; +label variable ER37332 "WORKER COMP INCOME W NOV" ; +label variable ER37333 "WORKER COMP INCOME W DEC" ; +label variable ER37334 "G59A WHETHER WIFE RENT" ; +label variable ER37335 "RENT OF WIFE AMT" ; +label variable ER37336 "RENT OF WIFE PER" ; +label variable ER37337 "ACCURACY OF RENT-WIFE" ; +label variable ER37338 "G59A3 WTR RENT ADDITIONAL TO HEAD AMT" ; +label variable ER37339 "RENT INCOME WIFE JAN" ; +label variable ER37340 "RENT INCOME WIFE FEB" ; +label variable ER37341 "RENT INCOME WIFE MAR" ; +label variable ER37342 "RENT INCOME WIFE APR" ; +label variable ER37343 "RENT INCOME WIFE MAY" ; +label variable ER37344 "RENT INCOME WIFE JUN" ; +label variable ER37345 "RENT INCOME WIFE JUL" ; +label variable ER37346 "RENT INCOME WIFE AUG" ; +label variable ER37347 "RENT INCOME WIFE SEP" ; +label variable ER37348 "RENT INCOME WIFE OCT" ; +label variable ER37349 "RENT INCOME WIFE NOV" ; +label variable ER37350 "RENT INCOME WIFE DEC" ; +label variable ER37351 "G59B WHETHER WIFE DIVIDENDS" ; +label variable ER37352 "DIVIDENDS OF WIFE AMT" ; +label variable ER37353 "DIVIDENDS OF WIFE PER" ; +label variable ER37354 "ACCURACY OF DIVIDENDS-WIFE" ; +label variable ER37355 "G59B3 WTR DIVS ADDITIONAL TO HEAD AMT" ; +label variable ER37356 "DIVIDEND INCOME WIFE JAN" ; +label variable ER37357 "DIVIDEND INCOME WIFE FEB" ; +label variable ER37358 "DIVIDEND INCOME WIFE MAR" ; +label variable ER37359 "DIVIDEND INCOME WIFE APR" ; +label variable ER37360 "DIVIDEND INCOME WIFE MAY" ; +label variable ER37361 "DIVIDEND INCOME WIFE JUN" ; +label variable ER37362 "DIVIDEND INCOME WIFE JUL" ; +label variable ER37363 "DIVIDEND INCOME WIFE AUG" ; +label variable ER37364 "DIVIDEND INCOME WIFE SEP" ; +label variable ER37365 "DIVIDEND INCOME WIFE OCT" ; +label variable ER37366 "DIVIDEND INCOME WIFE NOV" ; +label variable ER37367 "DIVIDEND INCOME WIFE DEC" ; +label variable ER37368 "G59C WHETHER WIFE INTEREST" ; +label variable ER37369 "INTEREST OF WIFE AMT" ; +label variable ER37370 "INTEREST OF WIFE AMT PER" ; +label variable ER37371 "ACCURACY OF INTEREST-WIFE" ; +label variable ER37372 "G59C3 WTR INTEREST ADDITNL TO HEAD AMT" ; +label variable ER37373 "INTEREST INCOME WIFE JAN" ; +label variable ER37374 "INTEREST INCOME WIFE FEB" ; +label variable ER37375 "INTEREST INCOME WIFE MAR" ; +label variable ER37376 "INTEREST INCOME WIFE APR" ; +label variable ER37377 "INTEREST INCOME WIFE MAY" ; +label variable ER37378 "INTEREST INCOME WIFE JUN" ; +label variable ER37379 "INTEREST INCOME WIFE JUL" ; +label variable ER37380 "INTEREST INCOME WIFE AUG" ; +label variable ER37381 "INTEREST INCOME WIFE SEP" ; +label variable ER37382 "INTEREST INCOME WIFE OCT" ; +label variable ER37383 "INTEREST INCOME WIFE NOV" ; +label variable ER37384 "INTEREST INCOME WIFE DEC" ; +label variable ER37385 "G59D WHETHER WIFE TRUST FUND" ; +label variable ER37386 "TRUST FUND OF WIFE AMT" ; +label variable ER37387 "TRUST FUND OF WIFE PER" ; +label variable ER37388 "ACCURACY OF TRUST FUND-WIFE" ; +label variable ER37389 "TRUST INCOME WIFE JAN" ; +label variable ER37390 "TRUST INCOME WIFE FEB" ; +label variable ER37391 "TRUST INCOME WIFE MAR" ; +label variable ER37392 "TRUST INCOME WIFE APR" ; +label variable ER37393 "TRUST INCOME WIFE MAY" ; +label variable ER37394 "TRUST INCOME WIFE JUN" ; +label variable ER37395 "TRUST INCOME WIFE JUL" ; +label variable ER37396 "TRUST INCOME WIFE AUG" ; +label variable ER37397 "TRUST INCOME WIFE SEP" ; +label variable ER37398 "TRUST INCOME WIFE OCT" ; +label variable ER37399 "TRUST INCOME WIFE NOV" ; +label variable ER37400 "TRUST INCOME WIFE DEC" ; +label variable ER37401 "G60A WHETHER WIFE RECD SSI" ; +label variable ER37402 "G60A1 WIFE SSI SELF/ELSE/BOTH" ; +label variable ER37403 "SSI OF WIFE AMT" ; +label variable ER37404 "SSI OF WIFE AMT PER" ; +label variable ER37405 "ACCURACY OF SSI-WIFE" ; +label variable ER37406 "SSI INCOME WIFE JAN" ; +label variable ER37407 "SSI INCOME WIFE FEB" ; +label variable ER37408 "SSI INCOME WIFE MAR" ; +label variable ER37409 "SSI INCOME WIFE APR" ; +label variable ER37410 "SSI INCOME WIFE MAY" ; +label variable ER37411 "SSI INCOME WIFE JUN" ; +label variable ER37412 "SSI INCOME WIFE JUL" ; +label variable ER37413 "SSI INCOME WIFE AUG" ; +label variable ER37414 "SSI INCOME WIFE SEP" ; +label variable ER37415 "SSI INCOME WIFE OCT" ; +label variable ER37416 "SSI INCOME WIFE NOV" ; +label variable ER37417 "SSI INCOME WIFE DEC" ; +label variable ER37418 "G60B WTR WIFE RECD ADC/TANF" ; +label variable ER37419 "ADC/TANF OF WIFE AMT" ; +label variable ER37420 "ADC/TANF OF WIFE AMT PER" ; +label variable ER37421 "ACCURACY OF ADC/TANF-WIFE" ; +label variable ER37422 "ADC/TANF INCOME WIFE JAN" ; +label variable ER37423 "ADC/TANF INCOME WIFE FEB" ; +label variable ER37424 "ADC/TANF INCOME WIFE MAR" ; +label variable ER37425 "ADC/TANF INCOME WIFE APR" ; +label variable ER37426 "ADC/TANF INCOME WIFE MAY" ; +label variable ER37427 "ADC/TANF INCOME WIFE JUN" ; +label variable ER37428 "ADC/TANF INCOME WIFE JUL" ; +label variable ER37429 "ADC/TANF INCOME WIFE AUG" ; +label variable ER37430 "ADC/TANF INCOME WIFE SEP" ; +label variable ER37431 "ADC/TANF INCOME WIFE OCT" ; +label variable ER37432 "ADC/TANF INCOME WIFE NOV" ; +label variable ER37433 "ADC/TANF INCOME WIFE DEC" ; +label variable ER37434 "G60C WTR WF RECD CHILD SUPPRT" ; +label variable ER37435 "CHILD SUPPORT OF WF AMT" ; +label variable ER37436 "CHILD SUPPORT OF WF PER" ; +label variable ER37437 "ACCURACY OF CHILD SUPPORT-WIFE" ; +label variable ER37438 "CHILD SUPPORT INC W JAN" ; +label variable ER37439 "CHILD SUPPORT INC W FEB" ; +label variable ER37440 "CHILD SUPPORT INC W MAR" ; +label variable ER37441 "CHILD SUPPORT INC W APR" ; +label variable ER37442 "CHILD SUPPORT INC W MAY" ; +label variable ER37443 "CHILD SUPPORT INC W JUN" ; +label variable ER37444 "CHILD SUPPORT INC W JUL" ; +label variable ER37445 "CHILD SUPPORT INC W AUG" ; +label variable ER37446 "CHILD SUPPORT INC W SEP" ; +label variable ER37447 "CHILD SUPPORT INC W OCT" ; +label variable ER37448 "CHILD SUPPORT INC W NOV" ; +label variable ER37449 "CHILD SUPPORT INC W DEC" ; +label variable ER37450 "G60D WTR WF RECD OTR WELFARE" ; +label variable ER37451 "OTHER WELFARE OF WF AMT" ; +label variable ER37452 "OTHER WELFARE OF WF PER" ; +label variable ER37453 "ACCURACY OF OTHER WELFARE-WIFE" ; +label variable ER37454 "OTHER WELFARE INC W JAN" ; +label variable ER37455 "OTHER WELFARE INC W FEB" ; +label variable ER37456 "OTHER WELFARE INC W MAR" ; +label variable ER37457 "OTHER WELFARE INC W APR" ; +label variable ER37458 "OTHER WELFARE INC W MAY" ; +label variable ER37459 "OTHER WELFARE INC W JUN" ; +label variable ER37460 "OTHER WELFARE INC W JUL" ; +label variable ER37461 "OTHER WELFARE INC W AUG" ; +label variable ER37462 "OTHER WELFARE INC W SEP" ; +label variable ER37463 "OTHER WELFARE INC W OCT" ; +label variable ER37464 "OTHER WELFARE INC W NOV" ; +label variable ER37465 "OTHER WELFARE INC W DEC" ; +label variable ER37466 "G61 WTR WF RECD PENS/ANNUITY" ; +label variable ER37467 "PENSION/ANNUITY WF AMT" ; +label variable ER37468 "PENSION/ANNUITY WF PER" ; +label variable ER37469 "ACCURACY OF PENSION/ANNUITY-WIFE" ; +label variable ER37470 "PENSION/ANNUITY W JAN" ; +label variable ER37471 "PENSION/ANNUITY W FEB" ; +label variable ER37472 "PENSION/ANNUITY W MAR" ; +label variable ER37473 "PENSION/ANNUITY W APR" ; +label variable ER37474 "PENSION/ANNUITY W MAY" ; +label variable ER37475 "PENSION/ANNUITY W JUN" ; +label variable ER37476 "PENSION/ANNUITY W JUL" ; +label variable ER37477 "PENSION/ANNUITY W AUG" ; +label variable ER37478 "PENSION/ANNUITY W SEP" ; +label variable ER37479 "PENSION/ANNUITY W OCT" ; +label variable ER37480 "PENSION/ANNUITY W NOV" ; +label variable ER37481 "PENSION/ANNUITY W DEC" ; +label variable ER37482 "G62A WTR WF HELP FR RELATIVES" ; +label variable ER37483 "HELP FR RELATIVES WF AMT" ; +label variable ER37484 "HELP FR RELS WF PER" ; +label variable ER37485 "ACCURACY OF HELP FRM RELATIVES-WIFE" ; +label variable ER37486 "HELP FR RELATIVES WF JAN" ; +label variable ER37487 "HELP FR RELATIVES WF FEB" ; +label variable ER37488 "HELP FR RELATIVES WF MAR" ; +label variable ER37489 "HELP FR RELATIVES WF APR" ; +label variable ER37490 "HELP FR RELATIVES WF MAY" ; +label variable ER37491 "HELP FR RELATIVES WF JUN" ; +label variable ER37492 "HELP FR RELATIVES WF JUL" ; +label variable ER37493 "HELP FR RELATIVES WF AUG" ; +label variable ER37494 "HELP FR RELATIVES WF SEP" ; +label variable ER37495 "HELP FR RELATIVES WF OCT" ; +label variable ER37496 "HELP FR RELATIVES WF NOV" ; +label variable ER37497 "HELP FR RELATIVES WF DEC" ; +label variable ER37498 "G62B WTR WF HELP FROM FRIENDS" ; +label variable ER37499 "HELP FR FRIENDS WF AMT" ; +label variable ER37500 "HELP FR FRIENDS WF PER" ; +label variable ER37501 "ACCURACY OF HELP FRM FRIENDS-WIFE" ; +label variable ER37502 "HELP FROM FRIENDS W JAN" ; +label variable ER37503 "HELP FROM FRIENDS W FEB" ; +label variable ER37504 "HELP FROM FRIENDS W MAR" ; +label variable ER37505 "HELP FROM FRIENDS W APR" ; +label variable ER37506 "HELP FROM FRIENDS W MAY" ; +label variable ER37507 "HELP FROM FRIENDS W JUN" ; +label variable ER37508 "HELP FROM FRIENDS W JUL" ; +label variable ER37509 "HELP FROM FRIENDS W AUG" ; +label variable ER37510 "HELP FROM FRIENDS W SEP" ; +label variable ER37511 "HELP FROM FRIENDS W OCT" ; +label variable ER37512 "HELP FROM FRIENDS W NOV" ; +label variable ER37513 "HELP FROM FRIENDS W DEC" ; +label variable ER37514 "G63 WTR WFE RECD OTR INCOME" ; +label variable ER37515 "WIFE OTHER INCOME AMT" ; +label variable ER37516 "WIFE OTHER INCOME PER" ; +label variable ER37517 "ACCURACY OF OTHER INCOME-WIFE" ; +label variable ER37518 "ANY OTHER INCOME W JAN" ; +label variable ER37519 "ANY OTHER INCOME W FEB" ; +label variable ER37520 "ANY OTHER INCOME W MAR" ; +label variable ER37521 "ANY OTHER INCOME W APR" ; +label variable ER37522 "ANY OTHER INCOME W MAY" ; +label variable ER37523 "ANY OTHER INCOME W JUN" ; +label variable ER37524 "ANY OTHER INCOME W JUL" ; +label variable ER37525 "ANY OTHER INCOME W AUG" ; +label variable ER37526 "ANY OTHER INCOME W SEP" ; +label variable ER37527 "ANY OTHER INCOME W OCT" ; +label variable ER37528 "ANY OTHER INCOME W NOV" ; +label variable ER37529 "ANY OTHER INCOME W DEC" ; +label variable ER37530 "G99 WTR LUMP SUM PAYMNTS" ; +label variable ER37531 "G100 LUMP SUM PAYMENTS" ; +label variable ER37532 "G101 INHERITANCE" ; +label variable ER37533 "G102 WTR ITEMIZE FOR TAX" ; +label variable ER37534 "G102A ITEMIZED CHARITABLE CONTRIB AMT" ; +label variable ER37535 "G102B ITEMIZED MEDICAL EXPENSES AMT" ; +label variable ER37536 "G103 WTR HELP OTRS" ; +label variable ER37537 "G104 # OTRS SUPPORTED" ; +label variable ER37538 "G105 WHO SUPPORT 1" ; +label variable ER37539 "G105 WHO SUPPORT 2" ; +label variable ER37540 "G105 WHO SUPPORT 3" ; +label variable ER37541 "G105 WHO SUPPORT 4" ; +label variable ER37542 "G105 WHO SUPPORT 5" ; +label variable ER37543 "G106 TOTAL SUPP OF OTRS" ; +label variable ER37544 "G107 ANY CHILD SUPPORT" ; +label variable ER37545 "AMT OF CHLD SUPPRT GIVEN" ; +label variable ER37546 "G109 ANY ALIMONY" ; +label variable ER37547 "AMT OF ALIMONY GIVEN" ; +label variable ER37548 "G112 WTR DEPNDT OTRS" ; +label variable ER37549 "G113 NUMBER DEPNDT OTR" ; +label variable ER37550 "G114 WTR DEPNDT OTHS" ; +label variable ER37551 "W1 WTR OTR REAL ESTATE" ; +label variable ER37552 "W1A WTR SECOND HOME" ; +label variable ER37553 "W2 PROFIT IF SOLD OTR REAL ESTATE" ; +label variable ER37554 "W3 WTR PROFIT GE 50,000" ; +label variable ER37555 "W4 WTR PROFIT GE 150,000" ; +label variable ER37556 "W5 WTR PROFIT GE 5,000" ; +label variable ER37557 "W6 PROFIT IF SOLD VEHICLES" ; +label variable ER37558 "W7 WTR PROFIT GE 10,000" ; +label variable ER37559 "W8 WTR PROFIT GE 25,000" ; +label variable ER37560 "W9 WTR PROFIT GE 2,000" ; +label variable ER37561 "W10 WTR OWN BUSINESS/FARM" ; +label variable ER37562 "W11 PROFIT IF SOLD BUSINESS/FARM" ; +label variable ER37563 "W12 WTR PROFIT GE 50,000" ; +label variable ER37564 "W13 WTR PROFIT GE 200,000" ; +label variable ER37565 "W14 WTR PROFIT GE 10,000" ; +label variable ER37566 "W15 WTR OWN NON-IRA STOCK" ; +label variable ER37567 "W16 PROFIT IF SOLD NON-IRA STOCK" ; +label variable ER37568 "W17 WTR PROFIT GE 25,000" ; +label variable ER37569 "W18 WTR PROFIT GE 50,000" ; +label variable ER37570 "W19 WTR PROFIT GE 5,000" ; +label variable ER37571 "W20 WTR PROFIT GE 100,000" ; +label variable ER37572 "W20D WTR DIVIDEND AMT CORRECT" ; +label variable ER37573 "W20E REVISED DIVIDENDS" ; +label variable ER37574 "W20E REVISED DIVIDENDS PER" ; +label variable ER37575 "W20F WTR REC REV DIVIDENDS IN JAN" ; +label variable ER37576 "W20F WTR REC REV DIVIDENDS IN FEB" ; +label variable ER37577 "W20F WTR REC REV DIVIDENDS IN MAR" ; +label variable ER37578 "W20F WTR REC REV DIVIDENDS IN APR" ; +label variable ER37579 "W20F WTR REC REV DIVIDENDS IN MAY" ; +label variable ER37580 "W20F WTR REC REV DIVIDENDS IN JUN" ; +label variable ER37581 "W20F WTR REC REV DIVIDENDS IN JUL" ; +label variable ER37582 "W20F WTR REC REV DIVIDENDS IN AUG" ; +label variable ER37583 "W20F WTR REC REV DIVIDENDS IN SEP" ; +label variable ER37584 "W20F WTR REC REV DIVIDENDS IN OCT" ; +label variable ER37585 "W20F WTR REC REV DIVIDENDS IN NOV" ; +label variable ER37586 "W20F WTR REC REV DIVIDENDS IN DEC" ; +label variable ER37587 "W21 WTR IRA/PRIVATE ANNUITY" ; +label variable ER37588 "W21A HOW FUNDS INVESTED" ; +label variable ER37589 "W22 VALUE OF IRA/ANNUITY" ; +label variable ER37590 "W23 WTR VALUE GE 25,000" ; +label variable ER37591 "W24 WTR VALUE GE 50,000" ; +label variable ER37592 "W25 WTR VALUE GE 5,000" ; +label variable ER37593 "W26 WTR VALUE GE 100,000" ; +label variable ER37594 "W27 WTR CK/SAVINGS/CD, ETC" ; +label variable ER37595 "W28 AMT ALL ACCOUNTS" ; +label variable ER37596 "W29 WTR VALUE GE 5,000" ; +label variable ER37597 "W30 WTR VALUE GE 10,000" ; +label variable ER37598 "W31 WTR VALUE GE 50,000" ; +label variable ER37599 "W31D WTR INTEREST AMT CORRECT" ; +label variable ER37600 "W31E REVISED INTEREST" ; +label variable ER37601 "W31E REVISED INTEREST PER" ; +label variable ER37602 "W31F WTR REC REV INTEREST IN JAN" ; +label variable ER37603 "W31F WTR REC REV INTEREST IN FEB" ; +label variable ER37604 "W31F WTR REC REV INTEREST IN MAR" ; +label variable ER37605 "W31F WTR REC REV INTEREST IN APR" ; +label variable ER37606 "W31F WTR REC REV INTEREST IN MAY" ; +label variable ER37607 "W31F WTR REC REV INTEREST IN JUN" ; +label variable ER37608 "W31F WTR REC REV INTEREST IN JUL" ; +label variable ER37609 "W31F WTR REC REV INTEREST IN AUG" ; +label variable ER37610 "W31F WTR REC REV INTEREST IN SEP" ; +label variable ER37611 "W31F WTR REC REV INTEREST IN OCT" ; +label variable ER37612 "W31F WTR REC REV INTEREST IN NOV" ; +label variable ER37613 "W31F WTR REC REV INTEREST IN DEC" ; +label variable ER37614 "W32 WTR VALUE GE 1,000" ; +label variable ER37615 "W33 WTR BONDS/INSURANCE, ETC." ; +label variable ER37616 "W34 PROFIT IF SOLD BONDS/INSURANCE" ; +label variable ER37617 "W35 WTR PROFIT GE 10,000" ; +label variable ER37618 "W36 WTR PROFIT GE 25,000" ; +label variable ER37619 "W37 WTR PROFIT GE 2,000" ; +label variable ER37620 "W38 WTR OTHER DEBTS" ; +label variable ER37621 "W39 VALUE ALL DEBTS" ; +label variable ER37622 "W40 WTR DEBTS GE 2,000" ; +label variable ER37623 "W41 WTR DEBTS GE 5,000" ; +label variable ER37624 "W42 WTR DEBTS GE 1,000" ; +label variable ER37625 "W43 WTR CHANGED IRA/PRIVATE ANNUITY" ; +label variable ER37626 "W44 AMT INVESTED IN IRA/ANNUITY" ; +label variable ER37627 "W45 WTR INVEST GE 10,000" ; +label variable ER37628 "W46 WTR INVEST GE 50,000" ; +label variable ER37629 "W47 WTR INVEST GE 5,000" ; +label variable ER37630 "W48 WTR CASHED PNSN/ANNTY/IRA" ; +label variable ER37631 "W49 VALUE PENSION/ANNUITY/IRA" ; +label variable ER37632 "W50 WTR VALUE GE 10,000" ; +label variable ER37633 "W51 WTR VALUE GE 50,000" ; +label variable ER37634 "W52 WTR VALUE GE 100,000" ; +label variable ER37635 "W53 WTR VALUE GE 5,000" ; +label variable ER37636 "W54 WTR SOLD HOME" ; +label variable ER37637 "W55 HOME SELLING PRICE" ; +label variable ER37638 "W56 WTR PRICE GE 60,000" ; +label variable ER37639 "W57 WTR PRICE GE 120,000" ; +label variable ER37640 "W58 WTR PRICE GE 30,000" ; +label variable ER37641 "W59 WTR BOUGHT OTR REAL ESTATE" ; +label variable ER37642 "W60 AMT IN REAL ESTATE" ; +label variable ER37643 "W61 WTR AMT GE 60,000" ; +label variable ER37644 "W62 WTR AMT GE 120,000" ; +label variable ER37645 "W63 WTR AMT GE 30,000" ; +label variable ER37646 "W64 WTR SOLD OTR REAL ESTATE" ; +label variable ER37647 "W65 AMT FROM OTR REAL ESTATE" ; +label variable ER37648 "W66 WTR AMT GE 60,000" ; +label variable ER37649 "W67 WTR AMT GE 120,000" ; +label variable ER37650 "W68 WTR AMT GE 30,000" ; +label variable ER37651 "W69 WTR MADE ADDITION/REPAIRS" ; +label variable ER37652 "W70 COST OF ADDITION/REPAIRS" ; +label variable ER37653 "W71 WTR COST GE 25,000" ; +label variable ER37654 "W72 WTR COST GE 75,000" ; +label variable ER37655 "W73 WTR INVESTED IN BUSNES/FARM" ; +label variable ER37656 "W74 AMT INVESTED IN BUSINESS/FARM" ; +label variable ER37657 "W75 WTR AMT GE 25,000" ; +label variable ER37658 "W76 WTR AMT GE 100,000" ; +label variable ER37659 "W77 WTR AMT GE 10,000" ; +label variable ER37660 "W78 WTR SOLD BUSINESS/FARM" ; +label variable ER37661 "W79 AMT FROM BUSINESS/FARM" ; +label variable ER37662 "W80 WTR AMT GE 25,000" ; +label variable ER37663 "W81 WTR AMT GE 100,000" ; +label variable ER37664 "W82 WTR AMT GE 10,000" ; +label variable ER37665 "W83 WTR BOUGHT NON-IRA STOCK" ; +label variable ER37666 "W84 WTR ALSO SOLD STOCK" ; +label variable ER37667 "W85 WTR BOUGHT MORE/SOLD MORE" ; +label variable ER37668 "W86 BALANCE IN/OUT STOCKS" ; +label variable ER37669 "W87 WTR STOCKS GE 20,000" ; +label variable ER37670 "W88 WTR STOCKS GE 50,000" ; +label variable ER37671 "W90 WTR STOCKS GE 100,000" ; +label variable ER37672 "W89 WTR STOCKS GE 5,000" ; +label variable ER37673 "W91 AMT INVESTED IN STOCKS" ; +label variable ER37674 "W92 WTR AMT GE 20,000" ; +label variable ER37675 "W93 WTR AMT GE 50,000" ; +label variable ER37676 "W94 WTR AMT GE 100,000" ; +label variable ER37677 "W95 WTR AMT GE 5,000" ; +label variable ER37678 "W96 WTR SOLD NON-IRA STOCK" ; +label variable ER37679 "W97 AMT NON-IRA STOCK" ; +label variable ER37680 "W98 WTR AMT GE 20,000" ; +label variable ER37681 "W99 WTR AMT GE 50,000" ; +label variable ER37682 "W100 WTR AMT GE 100,000" ; +label variable ER37683 "W101 WTR AMT GE 5,000" ; +label variable ER37684 "W102 WTR MOVER OUT W/ASSETS" ; +label variable ER37685 "W103 VALUE ASSETS MOVED OUT" ; +label variable ER37686 "W104 WTR VALUE GE 10,000" ; +label variable ER37687 "W105 WTR VALUE GE 25,000" ; +label variable ER37688 "W106 WTR VALUE GE 100,000" ; +label variable ER37689 "W107 WTR VALUE GE 5,000" ; +label variable ER37690 "W108 VALUE DEBTS MOVED OUT" ; +label variable ER37691 "W109 WTR VALUE GE 10,000" ; +label variable ER37692 "W110 WTR VALUE GE 25,000" ; +label variable ER37693 "W111 WTR VALUE GE 5,000" ; +label variable ER37694 "W112 CKPT: FU COMPOSITION" ; +label variable ER37695 "W113 WTR MOVER IN ASSETS" ; +label variable ER37696 "W114 VALUE ASSETS MOVED IN" ; +label variable ER37697 "W115 WTR VALUE GE 10,000" ; +label variable ER37698 "W116 WTR VALUE GE 25,000" ; +label variable ER37699 "W117 WTR VALUE GE 100,000" ; +label variable ER37700 "W118 WTR VALUE GE 5,000" ; +label variable ER37701 "W119 VALUE DEBTS MOVE IN" ; +label variable ER37702 "W120 WTR VALUE GE 10,000" ; +label variable ER37703 "W121 WTR VALUE GE 25,000" ; +label variable ER37704 "W122 WTR VALUE GE 5,000" ; +label variable ER37705 "W123 WTR RECD GIFT/INHERITANCE" ; +label variable ER37706 "W124 YR RECD GIFT/INHERIT-#1" ; +label variable ER37707 "W125 VALUE GIFT/INHERIT-#1" ; +label variable ER37708 "W126 WTR VALUE GE 25,000-#1" ; +label variable ER37709 "W127 WTR VALUE GE 75,000-#1" ; +label variable ER37710 "W123 WTR GIFT/INHERITANCE-#2" ; +label variable ER37711 "W124 YR RECD GIFT/INHERIT-#2" ; +label variable ER37712 "W125 VALUE GIFT/INHERIT-#2" ; +label variable ER37713 "W126 WTR VALUE GE 25,000-#2" ; +label variable ER37714 "W127 WTR VALUE GE 75,000-#2" ; +label variable ER37715 "W123 WTR GIFT/INHERITANCE-#3" ; +label variable ER37716 "W124 YR REC GIFT/INHERIT-#3" ; +label variable ER37717 "W125 VALUE GIFT/INHERIT-#3" ; +label variable ER37718 "W126 WTR VALUE GE 25,000-#3" ; +label variable ER37719 "W127 WTR VALUE GE 75,000-#3" ; +label variable ER37720 "W129 HOW IMPORTANT LV ESTATE TO RELS" ; +label variable ER37721 "W130 HOW IMPORTANT LV ESTATE TO REL ORG" ; +label variable ER37722 "W131 HOW IMPORTANT LV ESTATE TO CHARITY" ; +label variable ER37723 "W132 HOW IMPORTANT PAY 4 CHILD EDUC" ; +label variable ER37724 "W133 NUMBER LIVING CHILDREN UNDER 30" ; +label variable ER37725 "W134 EARNINGS EXPECTATIONS FOR CHILD--1" ; +label variable ER37726 "W134 EARNINGS EXPECTATIONS FOR CHILD--2" ; +label variable ER37727 "W134 EARNINGS EXPECTATIONS FOR CHILD--3" ; +label variable ER37728 "W135 PARENTS POOR OR?--HD" ; +label variable ER37729 "W136 PARENTS POOR OR?--WF" ; +label variable ER37730 "W137 PARENTS STILL LIVING?--HD" ; +label variable ER37731 "W138 PARENTS STILL LIVING?--WF" ; +label variable ER37732 "W139 WTR GAVE SUPPORT TO PARENTS" ; +label variable ER37733 "W140 WTR WILL GIVE SUPPORT TO PARENTS" ; +label variable ER37734 "W141 WTR CARED FOR PARENTS" ; +label variable ER37735 "W142 WTR WILL CARE FOR PARENTS" ; +label variable ER37736 "W143 WTR PARENTS EVER LIVED WITH H/W" ; +label variable ER37737 "W144 WTR PARENTS WILL LIVE WITH H/W" ; +label variable ER37738 "P0 WTR WORKING NOW" ; +label variable ER37739 "P1 WTR PNSN AT CURR JOB" ; +label variable ER37740 "P6 # YRS IN PENSION PLAN" ; +label variable ER37741 "P6 YR JOINED PENSION PLAN" ; +label variable ER37742 "P7 WTR EVER ELIG FOR PLAN" ; +label variable ER37743 "P8 # YRS TILL ELIGIBLE" ; +label variable ER37744 "P9 WTR VESTED" ; +label variable ER37745 "P10 # YRS TILL VESTED" ; +label variable ER37746 "P11 WTR CONTRIB TO PENSION" ; +label variable ER37747 "P12 WTR CONTRIB REQUIRED" ; +label variable ER37748 "P13 REQUIRED AMT" ; +label variable ER37749 "P13 REQUIRED AMT PER" ; +label variable ER37750 "P13 REQUIRED PCT" ; +label variable ER37751 "P14 WTR VOLUNTARY CONTRIB" ; +label variable ER37752 "P15 VOLUNTARY AMT" ; +label variable ER37753 "P15 VOLUNTARY AMT PER" ; +label variable ER37754 "P15 VOLUNTARY PCT" ; +label variable ER37755 "P16 HOW BENEFIT FIGURED" ; +label variable ER37756 "P17 WTR EMPLYR CONTRIB" ; +label variable ER37757 "P18 AMT EMPLYR CONTRIB" ; +label variable ER37758 "P18 EMPLYR AMT PER" ; +label variable ER37759 "P18 PCT EMPLYR CONTRIB" ; +label variable ER37760 "P19 AGE PENSION INCL EMPLYR CONTRIB" ; +label variable ER37761 "P20 AMT IN PENSION ACCT NOW" ; +label variable ER37762 "P20B WTR AMT GE 10,000" ; +label variable ER37763 "P20C WTR AMT GE 20,000" ; +label variable ER37764 "P20D WTR AMT GE 50,000" ; +label variable ER37765 "P20E WTR AMT GE 150,000" ; +label variable ER37766 "P20A HOW FUNDS INVESTED" ; +label variable ER37767 "P21 AMT COULD TAKE IF LEAVE EMPLYR" ; +label variable ER37768 "P21 AMT PER IF LEAVE EMPLYR" ; +label variable ER37769 "P21 PCT COULD TAKE IF LEAVE EMPLYR" ; +label variable ER37770 "P22 CKPT: TYPE PENSION" ; +label variable ER37771 "P23 BENEFIT FORMULA" ; +label variable ER37772 "P24 AGE FULL BENEFITS" ; +label variable ER37773 "P25 # YRS NEC FOR FULL BENEFITS" ; +label variable ER37774 "P26 AGE IF AGE+YRS" ; +label variable ER37775 "P26 # YRS IF AGE+YRS" ; +label variable ER37776 "P27 WTR REC PART PNSN IF RETIRE EARLY" ; +label variable ER37777 "P28 EARLY RETRMT FORMULA" ; +label variable ER37778 "P29 AGE ELIG PART BENEFITS" ; +label variable ER37779 "P30 # YRS ELIG PART BENEFITS" ; +label variable ER37780 "P31 AGE IF AGE+YRS" ; +label variable ER37781 "P31 # YRS IF AGE+YRS" ; +label variable ER37782 "P32 AGE EXPECT RECEIVE BENEFITS" ; +label variable ER37783 "P33 WTR CAN ESTIMATE BENEFIT" ; +label variable ER37784 "P34 ESTIMATED BENEFIT AMT" ; +label variable ER37785 "P34 ESTIMATED BENEFIT PER" ; +label variable ER37786 "P34 ESTIMATED BENEFIT PCT" ; +label variable ER37787 "P34 ESTIMATED LUMP SUM BENEFIT" ; +label variable ER37788 "P34B WTR AMT GE 1,000 PER MONTH" ; +label variable ER37789 "P34C WTR AMT GE 2,000 PER MONTH" ; +label variable ER37790 "P34D WTR AMT GE 3,000 PER MONTH" ; +label variable ER37791 "P34E WTR AMT GE 500 PER MONTH" ; +label variable ER37792 "P35 WTR BENEFICIARY" ; +label variable ER37793 "P36 AMT BENEFICIARY RECEIVES" ; +label variable ER37794 "P37 WTR PNSN LESSENED BY SOC SEC" ; +label variable ER37795 "P38 WHEN SOC SEC CHG PNSN AMT" ; +label variable ER37796 "P39 USUAL RETIREMNT AGE OF OTRS" ; +label variable ER37797 "P39 USUAL # YRS OTRS RETIRE" ; +label variable ER37798 "P40 AGE PLAN STOP WORK" ; +label variable ER37799 "P40 YR PLAN STOP WORK" ; +label variable ER37800 "P41 AGE WILL STOP WORK" ; +label variable ER37801 "P41 YR WILL STOP WORK" ; +label variable ER37802 "P42 WTR TAX-DEFER PLAN" ; +label variable ER37803 "P43 WTR EMPLYR CONTRIB" ; +label variable ER37804 "P44 AMT EMPLYR CONTRIB" ; +label variable ER37805 "P44 EMPLYR CONTRIB PER" ; +label variable ER37806 "P44 PCT EMPLYR CONTRIB" ; +label variable ER37807 "P45 WTR PNSN W/PREV EMPLYR" ; +label variable ER37808 "P46 TYPE PREV PENSION-#1" ; +label variable ER37809 "P47 ACCT AMT WHEN LEFT PREV EMPLYR-#1" ; +label variable ER37810 "P47B WTR AMT GE 20,000-#1" ; +label variable ER37811 "P47C WTR AMT GE 50,000-#1" ; +label variable ER37812 "P47D WTR AMT GE 150,000-#1" ; +label variable ER37813 "P47E WTR AMT GE 5,000-#1" ; +label variable ER37814 "P48 WHAT DID W/PREV PNSN-#1" ; +label variable ER37815 "P49 AMT NOW PREV PNSN ACCT-#1" ; +label variable ER37816 "P49B WTR AMT GE 10,000-#1" ; +label variable ER37817 "P49C WTR AMT GE 20,000-#1" ; +label variable ER37818 "P49D WTR AMT GE 50,000-#1" ; +label variable ER37819 "P49E WTR AMT GE 150,000-#1" ; +label variable ER37820 "P50 AGE REC IF ANNUITY-#1" ; +label variable ER37821 "P51 AMT PREV ANNUITY-#1" ; +label variable ER37822 "P51 PREV ANNUITY PER-#1" ; +label variable ER37823 "P51B WTR AMT GE 400 PER MONTH-#1" ; +label variable ER37824 "P51C WTR AMT GE 1,200 PER MONTH-#1" ; +label variable ER37825 "P51D WTR AMT GE 1,600 PER MONTH-#1" ; +label variable ER37826 "P51E WTR AMT GE 200 PER MONTH-#1" ; +label variable ER37827 "P52 STATUS PREV PNSN MEN1-#1" ; +label variable ER37828 "P52 STATUS PREV PNSN MEN2-#1" ; +label variable ER37829 "P52 STATUS PREV PNSN MEN3-#1" ; +label variable ER37830 "P52 STATUS PREV PNSN MEN4-#1" ; +label variable ER37831 "P52 STATUS PREV PNSN MEN5-#1" ; +label variable ER37832 "P52 STATUS PREV PNSN MEN6-#1" ; +label variable ER37833 "P53 MO REC PREV PNSN-#1" ; +label variable ER37834 "P53 YR REC PREV PNSN-#1" ; +label variable ER37835 "P54 PREV PNSN BENEFIT AMT-#1" ; +label variable ER37836 "P54 BENEFIT PER-#1" ; +label variable ER37837 "P54B WTR AMT GE 400 PER MONTH-#1" ; +label variable ER37838 "P54C WTR AMT GE 1,200 PER MONTH-#1" ; +label variable ER37839 "P54D WTR AMT GE 1,600 PER MONTH-#1" ; +label variable ER37840 "P54E WTR AMT GE 200 PER MONTH-#1" ; +label variable ER37841 "P55 WTR BENEFITS COLA-#1" ; +label variable ER37842 "P56 WTR BENEFITS EVER COLA-#1" ; +label variable ER37843 "P57 PREV PNSN CASH SETTLEMNT AMT-#1" ; +label variable ER37844 "P57B WTR AMT GE 6,000-#1" ; +label variable ER37845 "P57C WTR AMT GE 60,000-#1" ; +label variable ER37846 "P57D WTR AMT GE 250,000-#1" ; +label variable ER37847 "P57E WTR AMT GE 2,000-#1" ; +label variable ER37848 "P58 WHAT DID W/CASH MEN1-#1" ; +label variable ER37849 "P58 WHAT DID W/CASH MEN2-#1" ; +label variable ER37850 "P58 WHAT DID W/CASH MEN3-#1" ; +label variable ER37851 "P58 WHAT DID W/CASH MEN4-#1" ; +label variable ER37852 "P58 WHAT DID W/CASH MEN5-#1" ; +label variable ER37853 "P58 WHAT DID W/CASH MEN6-#1" ; +label variable ER37854 "P59 PREV PNSN IRA AMT-#1" ; +label variable ER37855 "P59B WTR AMT GE 6,000-#1" ; +label variable ER37856 "P59C WTR AMT GE 60,000-#1" ; +label variable ER37857 "P59D WTR AMT GE 250,000-#1" ; +label variable ER37858 "P59E WTR AMT GE 2,000-#1" ; +label variable ER37859 "P60 # YRS IN PREV PLAN-#1" ; +label variable ER37860 "P61 AGE EXPECT REC PREV PNSN-#1" ; +label variable ER37861 "P62 AMT EXPECT REC PREV PNSN-#1" ; +label variable ER37862 "P62 PREV PNSN PER-#1" ; +label variable ER37863 "P62 PCT EXPECT REC PREV PNSN-#1" ; +label variable ER37864 "P62 LUMP SUM EXPECT PREV PNSN-#1" ; +label variable ER37865 "P62B WTR AMT GE 1,000-#1" ; +label variable ER37866 "P62C WTR AMT GE 2,000-#1" ; +label variable ER37867 "P62D WTR AMT GE 3,000-#1" ; +label variable ER37868 "P62E WTR AMT GE 500-#1" ; +label variable ER37869 "P63 ACCT AMT WHEN LEFT PREV EMPLYR-#1" ; +label variable ER37870 "P63B WTR AMT GE 20,000-#1" ; +label variable ER37871 "P63C WTR AMT GE 50,000-#1" ; +label variable ER37872 "P63D WTR AMT GE 150,000-#1" ; +label variable ER37873 "P63E WTR AMT GE 5,000-#1" ; +label variable ER37874 "P64 WHAT DID W/PREV PNSN-#1" ; +label variable ER37875 "P65 ACCT AMT PREV PNSN NOW-#1" ; +label variable ER37876 "P65B WTR AMT GE 10,000-#1" ; +label variable ER37877 "P65C WTR AMT GE 20,000-#1" ; +label variable ER37878 "P65D WTR AMT GE 50,000-#1" ; +label variable ER37879 "P65E WTR AMT GE 150,000-#1" ; +label variable ER37880 "P66 AGE BEGAN REC ANNUITY-#1" ; +label variable ER37881 "P67 AMT PREV ANNUITY-#1" ; +label variable ER37882 "P67 PREV ANNUITY PER-#1" ; +label variable ER37883 "P67B WTR AMT GE 400 PER MONTH-#1" ; +label variable ER37884 "P67C WTR AMT GE 1,200 PER MONTH-#1" ; +label variable ER37885 "P67D WTR AMT GE 1,600 PER MONTH-#1" ; +label variable ER37886 "P67E WTR AMT GE 200 PER MONTH-#1" ; +label variable ER37887 "P68 AGE ELIG PREV PNSN-#1" ; +label variable ER37888 "P69 WTR SECOND PREV PENSION" ; +label variable ER37889 "P46 TYPE PREV PENSION-#2" ; +label variable ER37890 "P47 ACCT AMT WHEN LEFT PREV EMPLYR-#2" ; +label variable ER37891 "P47B WTR AMT GE 20,000-#2" ; +label variable ER37892 "P47C WTR AMT GE 50,000-#2" ; +label variable ER37893 "P47D WTR AMT GE 150,000-#2" ; +label variable ER37894 "P47E WTR AMT GE 5,000-#2" ; +label variable ER37895 "P48 WHAT DID W/PREV PNSN-#2" ; +label variable ER37896 "P49 AMT NOW PREV PNSN ACCT-#2" ; +label variable ER37897 "P49B WTR AMT GE 10,000-#2" ; +label variable ER37898 "P49C WTR AMT GE 20,000-#2" ; +label variable ER37899 "P49D WTR AMT GE 50,000-#2" ; +label variable ER37900 "P49E WTR AMT GE 150,000-#2" ; +label variable ER37901 "P50 AGE REC IF ANNUITY-#2" ; +label variable ER37902 "P51 AMT PREV ANNUITY-#2" ; +label variable ER37903 "P51 PREV ANNUITY PER-#2" ; +label variable ER37904 "P51B WTR AMT GE 400 PER MONTH-#2" ; +label variable ER37905 "P51C WTR AMT GE 1,200 PER MONTH-#2" ; +label variable ER37906 "P51D WTR AMT GE 1,600 PER MONTH-#2" ; +label variable ER37907 "P51E WTR AMT GE 200 PER MONTH-#2" ; +label variable ER37908 "P52 STATUS PREV PNSN MEN1-#2" ; +label variable ER37909 "P52 STATUS PREV PNSN MEN2-#2" ; +label variable ER37910 "P52 STATUS PREV PNSN MEN3-#2" ; +label variable ER37911 "P52 STATUS PREV PNSN MEN4-#2" ; +label variable ER37912 "P52 STATUS PREV PNSN MEN5-#2" ; +label variable ER37913 "P52 STATUS PREV PNSN MEN6-#2" ; +label variable ER37914 "P53 MO REC PREV PNSN-#2" ; +label variable ER37915 "P53 YR REC PREV PNSN-#2" ; +label variable ER37916 "P54 PREV PNSN BENEFIT AMT-#2" ; +label variable ER37917 "P54 BENEFIT PER-#2" ; +label variable ER37918 "P54B WTR AMT GE 400 PER MONTH-#2" ; +label variable ER37919 "P54C WTR AMT GE 1,200 PER MONTH-#2" ; +label variable ER37920 "P54D WTR AMT GE 1,600 PER MONTH-#2" ; +label variable ER37921 "P54E WTR AMT GE 200 PER MONTH-#2" ; +label variable ER37922 "P55 WTR BENEFITS COLA-#2" ; +label variable ER37923 "P56 WTR BENEFITS EVER COLA-#2" ; +label variable ER37924 "P57 PREV PNSN CASH SETTLEMNT AMT-#2" ; +label variable ER37925 "P57B WTR AMT GE 6,000-#2" ; +label variable ER37926 "P57C WTR AMT GE 60,000-#2" ; +label variable ER37927 "P57D WTR AMT GE 250,000-#2" ; +label variable ER37928 "P57E WTR AMT GE 2,000-#2" ; +label variable ER37929 "P58 WHAT DID W/CASH MEN1-#2" ; +label variable ER37930 "P58 WHAT DID W/CASH MEN2-#2" ; +label variable ER37931 "P58 WHAT DID W/CASH MEN3-#2" ; +label variable ER37932 "P58 WHAT DID W/CASH MEN4-#2" ; +label variable ER37933 "P58 WHAT DID W/CASH MEN5-#2" ; +label variable ER37934 "P58 WHAT DID W/CASH MEN6-#2" ; +label variable ER37935 "P59 PREV PNSN IRA AMT-#2" ; +label variable ER37936 "P59B WTR AMT GE 6,000-#2" ; +label variable ER37937 "P59C WTR AMT GE 60,000-#2" ; +label variable ER37938 "P59D WTR AMT GE 250,000-#2" ; +label variable ER37939 "P59E WTR AMT GE 2,000-#2" ; +label variable ER37940 "P60 # YRS IN PREV PLAN-#2" ; +label variable ER37941 "P61 AGE EXPECT REC PREV PNSN-#2" ; +label variable ER37942 "P62 AMT EXPECT REC PREV PNSN-#2" ; +label variable ER37943 "P62 PREV PNSN PER-#2" ; +label variable ER37944 "P62 PCT EXPECT REC PREV PNSN-#2" ; +label variable ER37945 "P62 LUMP SUM EXPECT PREV PNSN-#2" ; +label variable ER37946 "P62B WTR AMT GE 1,000-#2" ; +label variable ER37947 "P62C WTR AMT GE 2,000-#2" ; +label variable ER37948 "P62D WTR AMT GE 3,000-#2" ; +label variable ER37949 "P62E WTR AMT GE 500-#2" ; +label variable ER37950 "P63 ACCT AMT WHEN LEFT PREV EMPLYR-#2" ; +label variable ER37951 "P63B WTR AMT GE 20,000-#2" ; +label variable ER37952 "P63C WTR AMT GE 50,000-#2" ; +label variable ER37953 "P63D WTR AMT GE 150,000-#2" ; +label variable ER37954 "P63E WTR AMT GE 5,000-#2" ; +label variable ER37955 "P64 WHAT DID W/PREV PNSN-#2" ; +label variable ER37956 "P65 ACCT AMT PREV PNSN NOW-#2" ; +label variable ER37957 "P65B WTR AMT GE 10,000-#2" ; +label variable ER37958 "P65C WTR AMT GE 20,000-#2" ; +label variable ER37959 "P65D WTR AMT GE 50,000-#2" ; +label variable ER37960 "P65E WTR AMT GE 150,000-#2" ; +label variable ER37961 "P66 AGE BEGAN REC ANNUITY-#2" ; +label variable ER37962 "P67 AMT PREV ANNUITY-#2" ; +label variable ER37963 "P67 PREV ANNUITY PER-#2" ; +label variable ER37964 "P67B WTR AMT GE 400 PER MONTH-#2" ; +label variable ER37965 "P67C WTR AMT GE 1,200 PER MONTH-#2" ; +label variable ER37966 "P67D WTR AMT GE 1,600 PER MONTH-#2" ; +label variable ER37967 "P67E WTR AMT GE 200 PER MONTH-#2" ; +label variable ER37968 "P68 AGE ELIG PREV PNSN-#2" ; +label variable ER37969 "P69 WTR 3RD PREV PENSION" ; +label variable ER37970 "P70 WTR WORKING NOW" ; +label variable ER37971 "P71 WTR PNSN AT CURR JOB" ; +label variable ER37972 "P76 # YRS IN PENSION PLAN" ; +label variable ER37973 "P76 YR JOINED PENSION PLAN" ; +label variable ER37974 "P77 WTR EVER ELIG FOR PLAN" ; +label variable ER37975 "P78 # YRS TILL ELIGIBLE" ; +label variable ER37976 "P79 WTR VESTED" ; +label variable ER37977 "P80 # YRS TILL VESTED" ; +label variable ER37978 "P81 WTR CONTRIB TO PENSION" ; +label variable ER37979 "P82 WTR CONTRIB REQUIRED" ; +label variable ER37980 "P83 REQUIRED AMT" ; +label variable ER37981 "P83 REQUIRED AMT PER" ; +label variable ER37982 "P83 REQUIRED PCT" ; +label variable ER37983 "P84 WTR VOLUNTARY CONTRIB" ; +label variable ER37984 "P85 VOLUNTARY AMT" ; +label variable ER37985 "P85 VOLUNTARY AMT PER" ; +label variable ER37986 "P85 VOLUNTARY PCT" ; +label variable ER37987 "P86 HOW BENEFIT FIGURED" ; +label variable ER37988 "P87 WTR EMPLYR CONTRIB" ; +label variable ER37989 "P88 AMT EMPLYR CONTRIB" ; +label variable ER37990 "P88 EMPLYR AMT PER" ; +label variable ER37991 "P88 PCT EMPLYR CONTRIB" ; +label variable ER37992 "P89 AGE PENSION INCL EMPLYR CONTRIB" ; +label variable ER37993 "P90 AMT IN PENSION ACCT NOW" ; +label variable ER37994 "P90B WTR AMT GE 10,000" ; +label variable ER37995 "P90C WTR AMT GE 20,000" ; +label variable ER37996 "P90D WTR AMT GE 50,000" ; +label variable ER37997 "P90E WTR AMT GE 150,000" ; +label variable ER37998 "P90A HOW FUNDS INVESTED" ; +label variable ER37999 "P91 AMT COULD TAKE IF LEAVE EMPLYR" ; +label variable ER38000 "P91 AMT PER IF LEAVE EMPLYR" ; +label variable ER38001 "P91 PCT COULD TAKE IF LEAVE EMPLYR" ; +label variable ER38002 "P92 CKPT: TYPE PENSION" ; +label variable ER38003 "P93 BENEFIT FORMULA" ; +label variable ER38004 "P94 AGE FULL BENEFITS" ; +label variable ER38005 "P95 # YRS NEC FOR FULL BENEFITS" ; +label variable ER38006 "P96 AGE IF AGE+YRS" ; +label variable ER38007 "P96 # YRS IF AGE+YRS" ; +label variable ER38008 "P97 WTR REC PART PNSN IF RETIRE EARLY" ; +label variable ER38009 "P98 EARLY RETRMT FORMULA" ; +label variable ER38010 "P99 AGE ELIG PART BENEFITS" ; +label variable ER38011 "P100 # YRS ELIG PART BENEFITS" ; +label variable ER38012 "P101 AGE IF AGE+YRS" ; +label variable ER38013 "P101 # YRS IF AGE+YRS" ; +label variable ER38014 "P102 AGE EXPECT RECEIVE BENEFITS" ; +label variable ER38015 "P103 WTR CAN ESTIMATE BENEFIT" ; +label variable ER38016 "P104 ESTIMATED BENEFIT AMT" ; +label variable ER38017 "P104 ESTIMATED BENEFIT PER" ; +label variable ER38018 "P104 ESTIMATED BENEFIT PCT" ; +label variable ER38019 "P104 ESTIMATED LUMP SUM BENEFIT" ; +label variable ER38020 "P104B WTR AMT GE 1,000 PER MONTH" ; +label variable ER38021 "P104C WTR AMT GE 2,000 PER MONTH" ; +label variable ER38022 "P104D WTR AMT GE 3,000 PER MONTH" ; +label variable ER38023 "P104E WTR AMT GE 500 PER MONTH" ; +label variable ER38024 "P105 WTR BENEFICIARY" ; +label variable ER38025 "P106 AMT BENEFICIARY RECEIVES" ; +label variable ER38026 "P107 WTR PNSN LESSENED BY SOC SEC" ; +label variable ER38027 "P108 WHEN SOC SEC CHG PNSN AMT" ; +label variable ER38028 "P109 USUAL RETIRMNT AGE OF OTRS" ; +label variable ER38029 "P109 USUAL # YRS OTRS RETIRE" ; +label variable ER38030 "P110 AGE PLAN STOP WORK" ; +label variable ER38031 "P110 YR PLAN STOP WORK" ; +label variable ER38032 "P111 AGE WILL STOP WORK" ; +label variable ER38033 "P111 YR WILL STOP WORK" ; +label variable ER38034 "P112 WTR TAX-DEFER PLAN" ; +label variable ER38035 "P113 WTR EMPLYR CONTRIB" ; +label variable ER38036 "P114 AMT EMPLYR CONTRIB" ; +label variable ER38037 "P114 EMPLYR CONTRIB PER" ; +label variable ER38038 "P114 PCT EMPLYR CONTRIB" ; +label variable ER38039 "P115 WTR PNSN W/PREV EMPLYR" ; +label variable ER38040 "P116 TYPE PREV PENSION-#1" ; +label variable ER38041 "P117 ACCT AMT WHEN LEFT PREV EMPLYR-#1" ; +label variable ER38042 "P117B WTR AMT GE 20,000-#1" ; +label variable ER38043 "P117C WTR AMT GE 50,000-#1" ; +label variable ER38044 "P117D WTR AMT GE 150,000-#1" ; +label variable ER38045 "P117E WTR AMT GE 5,000-#1" ; +label variable ER38046 "P118 WHAT DID W/PREV PNSN-#1" ; +label variable ER38047 "P119 AMT NOW PREV PNSN ACCT-#1" ; +label variable ER38048 "P119B WTR AMT GE 10,000-#1" ; +label variable ER38049 "P119C WTR AMT GE 20,000-#1" ; +label variable ER38050 "P119D WTR AMT GE 50,000-#1" ; +label variable ER38051 "P119E WTR AMT GE 150,000-#1" ; +label variable ER38052 "P120 AGE REC IF ANNUITY-#1" ; +label variable ER38053 "P121 AMT PREV ANNUITY-#1" ; +label variable ER38054 "P121 PREV ANNUITY PER-#1" ; +label variable ER38055 "P121B WTR AMT GE 400 PER MONTH-#1" ; +label variable ER38056 "P121C WTR AMT GE 1,200 PER MONTH-#1" ; +label variable ER38057 "P121D WTR AMT GE 1,600 PER MONTH-#1" ; +label variable ER38058 "P121E WTR AMT GE 200 PER MONTH-#1" ; +label variable ER38059 "P122 STATUS PREV PNSN MEN1-#1" ; +label variable ER38060 "P122 STATUS PREV PNSN MEN2-#1" ; +label variable ER38061 "P122 STATUS PREV PNSN MEN3-#1" ; +label variable ER38062 "P122 STATUS PREV PNSN MEN4-#1" ; +label variable ER38063 "P122 STATUS PREV PNSN MEN5-#1" ; +label variable ER38064 "P122 STATUS PREV PNSN MEN6-#1" ; +label variable ER38065 "P123 MO REC PREV PNSN-#1" ; +label variable ER38066 "P123 YR REC PREV PNSN-#1" ; +label variable ER38067 "P124 PREV PNSN BENEFIT AMT-#1" ; +label variable ER38068 "P124 BENEFIT PER-#1" ; +label variable ER38069 "P124B WTR AMT GE 400 PER MONTH-#1" ; +label variable ER38070 "P124C WTR AMT GE 1,200 PER MONTH-#1" ; +label variable ER38071 "P124D WTR AMT GE 1,600 PER MONTH-#1" ; +label variable ER38072 "P124E WTR AMT GE 200 PER MONTH-#1" ; +label variable ER38073 "P125 WTR BENEFITS COLA-#1" ; +label variable ER38074 "P126 WTR BENEFITS EVER COLA-#1" ; +label variable ER38075 "P127 PREV PNSN CASH SETTLEMNT AMT-#1" ; +label variable ER38076 "P127B WTR AMT GE 6,000-#1" ; +label variable ER38077 "P127C WTR AMT GE 60,000-#1" ; +label variable ER38078 "P127D WTR AMT GE 250,000-#1" ; +label variable ER38079 "P127E WTR AMT GE 2,000-#1" ; +label variable ER38080 "P128 WHAT DID W/CASH MEN1-#1" ; +label variable ER38081 "P128 WHAT DID W/CASH MEN2-#1" ; +label variable ER38082 "P128 WHAT DID W/CASH MEN3-#1" ; +label variable ER38083 "P128 WHAT DID W/CASH MEN4-#1" ; +label variable ER38084 "P128 WHAT DID W/CASH MEN5-#1" ; +label variable ER38085 "P128 WHAT DID W/CASH MEN6-#1" ; +label variable ER38086 "P129 PREV PNSN IRA AMT-#1" ; +label variable ER38087 "P129B WTR AMT GE 6,000-#1" ; +label variable ER38088 "P129C WTR AMT GE 60,000-#1" ; +label variable ER38089 "P129D WTR AMT GE 250,000-#1" ; +label variable ER38090 "P129E WTR AMT GE 2,000-#1" ; +label variable ER38091 "P130 # YRS IN PREV PLAN-#1" ; +label variable ER38092 "P131 AGE EXPECT REC PREV PNSN-#1" ; +label variable ER38093 "P132 AMT EXPECT REC PREV PNSN-#1" ; +label variable ER38094 "P132 PREV PNSN PER-#1" ; +label variable ER38095 "P132 PCT EXPECT REC PREV PNSN-#1" ; +label variable ER38096 "P132 LUMP SUM EXPECT PREV PNSN-#1" ; +label variable ER38097 "P132B WTR AMT GE 1,000-#1" ; +label variable ER38098 "P132C WTR AMT GE 2,000-#1" ; +label variable ER38099 "P132D WTR AMT GE 3,000-#1" ; +label variable ER38100 "P132E WTR AMT GE 500-#1" ; +label variable ER38101 "P133 ACCT AMT WHEN LEFT PREV EMPLYR-#1" ; +label variable ER38102 "P133B WTR AMT GE 20,000-#1" ; +label variable ER38103 "P133C WTR AMT GE 50,000-#1" ; +label variable ER38104 "P133D WTR AMT GE 150,000-#1" ; +label variable ER38105 "P133E WTR AMT GE 5,000-#1" ; +label variable ER38106 "P134 WHAT DID W/PREV PNSN-#1" ; +label variable ER38107 "P135 ACCT AMT PREV PNSN NOW-#1" ; +label variable ER38108 "P135B WTR AMT GE 10,000-#1" ; +label variable ER38109 "P135C WTR AMT GE 20,000-#1" ; +label variable ER38110 "P135D WTR AMT GE 50,000-#1" ; +label variable ER38111 "P135E WTR AMT GE 150,000-#1" ; +label variable ER38112 "P136 AGE BEGAN REC ANNUITY-#1" ; +label variable ER38113 "P137 AMT PREV ANNUITY-#1" ; +label variable ER38114 "P137 PREV ANNUITY PER-#1" ; +label variable ER38115 "P137B WTR AMT GE 400 PER MONTH-#1" ; +label variable ER38116 "P137C WTR AMT GE 1,200 PER MONTH-#1" ; +label variable ER38117 "P137D WTR AMT GE 1,600 PER MONTH-#1" ; +label variable ER38118 "P137E WTR AMT GE 200 PER MONTH-#1" ; +label variable ER38119 "P138 AGE ELIG PREV PNSN-#1" ; +label variable ER38120 "P139 WTR SECOND PREV PENSION" ; +label variable ER38121 "P116 TYPE PREV PENSION-#2" ; +label variable ER38122 "P117 ACCT AMT WHEN LEFT PREV EMPLYR-#2" ; +label variable ER38123 "P117B WTR AMT GE 20,000-#2" ; +label variable ER38124 "P117C WTR AMT GE 50,000-#2" ; +label variable ER38125 "P117D WTR AMT GE 150,000-#2" ; +label variable ER38126 "P117E WTR AMT GE 5,000-#2" ; +label variable ER38127 "P118 WHAT DID W/PREV PNSN-#2" ; +label variable ER38128 "P119 AMT NOW PREV PNSN ACCT-#2" ; +label variable ER38129 "P119B WTR AMT GE 10,000-#2" ; +label variable ER38130 "P119C WTR AMT GE 20,000-#2" ; +label variable ER38131 "P119D WTR AMT GE 50,000-#2" ; +label variable ER38132 "P119E WTR AMT GE 150,000-#2" ; +label variable ER38133 "P120 AGE REC IF ANNUITY-#2" ; +label variable ER38134 "P121 AMT PREV ANNUITY-#2" ; +label variable ER38135 "P121 PREV ANNUITY PER-#2" ; +label variable ER38136 "P121B WTR AMT GE 400 PER MONTH-#2" ; +label variable ER38137 "P121C WTR AMT GE 1,200 PER MONTH-#2" ; +label variable ER38138 "P121D WTR AMT GE 1,600 PER MONTH-#2" ; +label variable ER38139 "P121E WTR AMT GE 200 PER MONTH-#2" ; +label variable ER38140 "P122 STATUS PREV PNSN MEN1-#2" ; +label variable ER38141 "P122 STATUS PREV PNSN MEN2-#2" ; +label variable ER38142 "P122 STATUS PREV PNSN MEN3-#2" ; +label variable ER38143 "P122 STATUS PREV PNSN MEN4-#2" ; +label variable ER38144 "P122 STATUS PREV PNSN MEN5-#2" ; +label variable ER38145 "P122 STATUS PREV PNSN MEN6-#2" ; +label variable ER38146 "P123 MO REC PREV PNSN-#2" ; +label variable ER38147 "P123 YR REC PREV PNSN-#2" ; +label variable ER38148 "P124 PREV PNSN BENEFIT AMT-#2" ; +label variable ER38149 "P124 BENEFIT PER-#2" ; +label variable ER38150 "P124B WTR AMT GE 400 PER MONTH-#2" ; +label variable ER38151 "P124C WTR AMT GE 1,200 PER MONTH-#2" ; +label variable ER38152 "P124D WTR AMT GE 1,600 PER MONTH-#2" ; +label variable ER38153 "P124E WTR AMT GE 200 PER MONTH-#2" ; +label variable ER38154 "P125 WTR BENEFITS COLA-#2" ; +label variable ER38155 "P126 WTR BENEFITS EVER COLA-#2" ; +label variable ER38156 "P127 PREV PNSN CASH SETTLEMNT AMT-#2" ; +label variable ER38157 "P127B WTR AMT GE 6,000-#2" ; +label variable ER38158 "P127C WTR AMT GE 60,000-#2" ; +label variable ER38159 "P127D WTR AMT GE 250,000-#2" ; +label variable ER38160 "P127E WTR AMT GE 2,000-#2" ; +label variable ER38161 "P128 WHAT DID W/CASH MEN1-#2" ; +label variable ER38162 "P128 WHAT DID W/CASH MEN2-#2" ; +label variable ER38163 "P128 WHAT DID W/CASH MEN3-#2" ; +label variable ER38164 "P128 WHAT DID W/CASH MEN4-#2" ; +label variable ER38165 "P128 WHAT DID W/CASH MEN5-#2" ; +label variable ER38166 "P128 WHAT DID W/CASH MEN6-#2" ; +label variable ER38167 "P129 PREV PNSN IRA AMT-#2" ; +label variable ER38168 "P129B WTR AMT GE 6,000-#2" ; +label variable ER38169 "P129C WTR AMT GE 60,000-#2" ; +label variable ER38170 "P129D WTR AMT GE 250,000-#2" ; +label variable ER38171 "P129E WTR AMT GE 2,000-#2" ; +label variable ER38172 "P130 # YRS IN PREV PLAN-#2" ; +label variable ER38173 "P131 AGE EXPECT REC PREV PNSN-#2" ; +label variable ER38174 "P132 AMT EXPECT REC PREV PNSN-#2" ; +label variable ER38175 "P132 PREV PNSN PER-#2" ; +label variable ER38176 "P132 PCT EXPECT REC PREV PNSN-#2" ; +label variable ER38177 "P132 LUMP SUM EXPECT PREV PNSN-#2" ; +label variable ER38178 "P132B WTR AMT GE 1,000-#2" ; +label variable ER38179 "P132C WTR AMT GE 2,000-#2" ; +label variable ER38180 "P132D WTR AMT GE 3,000-#2" ; +label variable ER38181 "P132E WTR AMT GE 500-#2" ; +label variable ER38182 "P133 ACCT AMT WHEN LEFT PREV EMPLYR-#2" ; +label variable ER38183 "P133B WTR AMT GE 20,000-#2" ; +label variable ER38184 "P133C WTR AMT GE 50,000-#2" ; +label variable ER38185 "P133D WTR AMT GE 150,000-#2" ; +label variable ER38186 "P133E WTR AMT GE 5,000-#2" ; +label variable ER38187 "P134 WHAT DID W/PREV PNSN-#2" ; +label variable ER38188 "P135 ACCT AMT PREV PNSN NOW-#2" ; +label variable ER38189 "P135B WTR AMT GE 10,000-#2" ; +label variable ER38190 "P135C WTR AMT GE 20,000-#2" ; +label variable ER38191 "P135D WTR AMT GE 50,000-#2" ; +label variable ER38192 "P135E WTR AMT GE 150,000-#2" ; +label variable ER38193 "P136 AGE BEGAN REC ANNUITY-#2" ; +label variable ER38194 "P137 AMT PREV ANNUITY-#2" ; +label variable ER38195 "P137 PREV ANNUITY PER-#2" ; +label variable ER38196 "P137B WTR AMT GE 400 PER MONTH-#2" ; +label variable ER38197 "P137C WTR AMT GE 1,200 PER MONTH-#2" ; +label variable ER38198 "P137D WTR AMT GE 1,600 PER MONTH-#2" ; +label variable ER38199 "P137E WTR AMT GE 200 PER MONTH-#2" ; +label variable ER38200 "P138 AGE ELIG PREV PNSN-#2" ; +label variable ER38201 "P139 WTR 3RD PREV PENSION" ; +label variable ER38202 "H1 HEALTH STATUS-HEAD" ; +label variable ER38203 "H1A WTR HLTH BETTER/WORSE-HEAD" ; +label variable ER38204 "H1B WTR HEALTH BETTER-HEAD" ; +label variable ER38205 "H1C WTR HEALTH WORSE-HEAD" ; +label variable ER38206 "H2 WTR LIMIT TYPE/AMT WRK- HEAD" ; +label variable ER38207 "H3 WTR UNABLE TO DO SOME TYPES WORK-HD" ; +label variable ER38208 "H4 WTR LIMIT AMT WRK CAN DO-HEAD" ; +label variable ER38209 "H5A WTR HAD STROKE-HEAD" ; +label variable ER38210 "H6A1 AGE AT FIRST STROKE-HEAD" ; +label variable ER38211 "H6A2 WTR SECOND STROKE-HEAD" ; +label variable ER38212 "H7A WTR STROKE LIMIT DAILY ACTIVITY-HD" ; +label variable ER38213 "H5B WTR HEART ATTACK-HEAD" ; +label variable ER38214 "H6B1 AGE AT FIRST HEART ATTACK-HD" ; +label variable ER38215 "H6B2 WTR SECOND HEART ATTACK-HD" ; +label variable ER38216 "H7B WTR HEART ATTACK LIMIT ACTIVITY-HD" ; +label variable ER38217 "H5C WTR HEART DISEASE-HEAD" ; +label variable ER38218 "H6C1 AGE FIRST HAD HEART DISEASE-HD" ; +label variable ER38219 "H6C2 WTR HRT DISEASE GOT WORSE-HD" ; +label variable ER38220 "H7C WTR HRT DISEASE LIMIT ACTIVITY-HD" ; +label variable ER38221 "H5D WTR HYPERTENSION-HEAD" ; +label variable ER38222 "H6D1 AGE FIRST HAD HYPERTENSION-HD" ; +label variable ER38223 "H6D2 WTR HYPERTENSION GOT WORSE-HD" ; +label variable ER38224 "H7D WTR HYPERTENSION LIMIT ACTIVITY-HD" ; +label variable ER38225 "H5E WTR ASTHMA-HEAD" ; +label variable ER38226 "H6E1 AGE FIRST HAD ASTHMA-HEAD" ; +label variable ER38227 "H6E2 WTR ASTHMA GOT WORSE-HEAD" ; +label variable ER38228 "H7E WTR ASTHMA LIMIT DAILY ACTIVITY-HD" ; +label variable ER38229 "H5F WTR LUNG DISEASE-HEAD" ; +label variable ER38230 "H6F1 AGE FIRST HAD LUNG DISEASE-HD" ; +label variable ER38231 "H6F2 WTR LUNG DISEASE GOT WORSE-HD" ; +label variable ER38232 "H7F WTR LUNG DISEASE LIMIT ACTIVITY-HD" ; +label variable ER38233 "H5G WTR DIABETES-HEAD" ; +label variable ER38234 "H6G1 AGE FIRST HAD DIABETES-HEAD" ; +label variable ER38235 "H6G2 WTR DIABETES GOT WORSE-HEAD" ; +label variable ER38236 "H7G WTR DIABETES LIMIT ACTIVITY-HD" ; +label variable ER38237 "H5H WTR ARTHRITIS-HEAD" ; +label variable ER38238 "H6H1 AGE FIRST HAD ARTHRITIS-HEAD" ; +label variable ER38239 "H6H2 WTR ARTHRITIS GOT WORSE-HEAD" ; +label variable ER38240 "H7H WTR ARTHRITIS LIMIT ACTIVITY-HD" ; +label variable ER38241 "H5I WTR MEMORY LOSS-HEAD" ; +label variable ER38242 "H6I1 AGE FIRST HAD MEMORY LOSS-HD" ; +label variable ER38243 "H6I2 WTR MEMORY LOSS GOT WORSE-HD" ; +label variable ER38244 "H7I WTR MEMORY LOSS LIMIT ACTIVITY-HD" ; +label variable ER38245 "H5J WTR LEARNING DISORDER-HEAD" ; +label variable ER38246 "H6J1 AGE FIRST HAD LRNG DISORDER-HD" ; +label variable ER38247 "H6J2 WTR LRNG DISORDER GOT WORSE-HD" ; +label variable ER38248 "H7J WTR LRNG DISORDR LIMIT ACTIVITY-HD" ; +label variable ER38249 "H5K WTR CANCER-HEAD" ; +label variable ER38250 "H6K1 AGE FIRST HAD CANCER-HEAD" ; +label variable ER38251 "H6K2 WTR CANCER GOT WORSE-HEAD" ; +label variable ER38252 "H6K3 WTR TREATING, RMSSN, OR CURED-HD" ; +label variable ER38253 "H6K4 TYPE OF CANCER MENTION 1-HEAD" ; +label variable ER38254 "H6K4 TYPE OF CANCER MENTION 2-HEAD" ; +label variable ER38255 "H7K WTR CANCER LIMIT ACTIVITY-HEAD" ; +label variable ER38256 "H5L WTR PSYCH PROBLEM-HEAD" ; +label variable ER38257 "H6L1 AGE FIRST HAD PSYCH PROB-HEAD" ; +label variable ER38258 "H6L2 TYPE OF PSYCH PROB MENTION 1-HD" ; +label variable ER38259 "H6L2 TYPE OF PSYCH PROB MENTION 2-HD" ; +label variable ER38260 "H6L2 TYPE OF PSYCH PROB MENTION 3-HD" ; +label variable ER38261 "H6L3 WTR PSYCH PROB GOT WORSE-HD" ; +label variable ER38262 "H7L WTR PSYCH PROB LIMIT ACTIVITY-HD" ; +label variable ER38263 "H5M WTR OTR CHRONIC CONDITION-HD" ; +label variable ER38264 "H6M2 AGE FIRST HAD CHRON COND-HEAD" ; +label variable ER38265 "H6M3 WTR CHRON COND GOT WORSE-HD" ; +label variable ER38266 "H7M WTR CHRON COND LIMIT ACTIVITY-HD" ; +label variable ER38267 "H8 WTR HOSPITALIZED IN 2004-HEAD" ; +label variable ER38268 "H8A # NIGHTS IN HOSPITAL-HEAD" ; +label variable ER38269 "H8A # WEEKS IN HOSPITAL-HEAD" ; +label variable ER38270 "H9A WTR PROBLEM BATHING-HEAD" ; +label variable ER38271 "H10A1 WTR SOMEONE HELPS BATHE-HD" ; +label variable ER38272 "H10A2 WTR NEED EQUIP TO BATHE-HD" ; +label variable ER38273 "H9B WTR PROBLEM DRESSING-HEAD" ; +label variable ER38274 "H10B1 WTR SOMEONE HELPS DRESS-HD" ; +label variable ER38275 "H10B2 WTR NEED EQUIP TO DRESS-HD" ; +label variable ER38276 "H9C WTR PROBLEM EATING-HEAD" ; +label variable ER38277 "H10C1 WTR SOMEONE HELPS EATNG-HD" ; +label variable ER38278 "H10C2 WTR NEED EQUIP TO EAT-HD" ; +label variable ER38279 "H9D WTR PROB GET IN/OUT BED/CHAIR-HD" ; +label variable ER38280 "H10D1 WTR SOMEONE HELPS BED/CHAIR-HD" ; +label variable ER38281 "H10D2 WTR NEED EQUIP FOR BED/CHAIR-HD" ; +label variable ER38282 "H9E WTR PROBLEM WALKING-HEAD" ; +label variable ER38283 "H10E1 WTR SOMEONE HELPS WALK-HD" ; +label variable ER38284 "H10E2 WTR NEED EQUIP TO WALK-HD" ; +label variable ER38285 "H9F WTR PROBLEM GETTING OUTSIDE-HD" ; +label variable ER38286 "H10F1 WTR SOMEONE HELPS GET OUT-HD" ; +label variable ER38287 "H10F2 WTR NEED EQUIP TO GO OUTSIDE-HD" ; +label variable ER38288 "H9G WTR PROBLEM USE TOILET-HD" ; +label variable ER38289 "H10G1 WTR SOMEONE HELPS TOILET-HD" ; +label variable ER38290 "H10G2 WTR NEED EQUIP TO USE TOILET-HD" ; +label variable ER38291 "H11A WTR DIFFICULT PREPARE MEALS-HD" ; +label variable ER38292 "H11B HEALTH/PHYSICAL PROBLEM?-HD" ; +label variable ER38293 "H11C WTR DIFFICULT SHOPPING-HD" ; +label variable ER38294 "H11D HEALTH/PHYSICAL PROBLEM?-HD" ; +label variable ER38295 "H11E WTR DIFFICULT MANAGE MONEY-HD" ; +label variable ER38296 "H11F HEALTH/PHYSICAL PROBLEM?-HD" ; +label variable ER38297 "H11G WTR TELEPHONE DIFFICULT-HD" ; +label variable ER38298 "H11H HEALTH/PHYSICAL PROBLEM?-HD" ; +label variable ER38299 "H11J WTR HEAVY HSWRK DIFFICULT-HD" ; +label variable ER38300 "H11K HEALTH/PHYSICAL PROBLEM?-HD" ; +label variable ER38301 "H11L WTR LIGHT HSWRK DIFFICULT-HD" ; +label variable ER38302 "H11M HEALTH/PHYSICAL PROBLEM?-HD" ; +label variable ER38303 "H12A FREQ OF HVY PHYSICAL ACTIVITY-HD" ; +label variable ER38304 "H12A TIME UNIT FOR HVY PHYS ACTIVITY-HD" ; +label variable ER38305 "H12B FREQ OF LITE PHYSICAL ACTIVITY-HD" ; +label variable ER38306 "H12B TIME UNIT FOR LITE PHYS ACTIVITY-HD" ; +label variable ER38307 "H12C FREQ OF STRENGTH PHYS ACTIVITY-HD" ; +label variable ER38308 "H12C TIME UNIT STRNGTH PHYS ACTVTY-HD" ; +label variable ER38309 "H13 WTR SMOKE CIGARETTES-HD" ; +label variable ER38310 "H14 # CIGARETTES PER DAY-HD" ; +label variable ER38311 "H15 AGE WHEN FIRST SMOKED-HD" ; +label variable ER38312 "H16 WTR EVER SMOKED CIGARETTES-HD" ; +label variable ER38313 "H17 # CIGARETTES PER DAY-HD" ; +label variable ER38314 "H18 AGE LAST SMOKED REGULARLY-HD" ; +label variable ER38315 "H19 AGE FIRST SMOKED REGULARLY-HD" ; +label variable ER38316 "H20 WTR DRINK ALCOHOL-HEAD" ; +label variable ER38317 "H21A HOW OFTEN HAVE DRINKS-HD" ; +label variable ER38318 "H21B # ALCOHOLIC DRINKS PER DAY-HD" ; +label variable ER38319 "H21C # DAYS HAD 4-5 DRINKS-HEAD" ; +label variable ER38320 "H22 WEIGHT-HEAD" ; +label variable ER38321 "H23 HEIGHT-FEET-HEAD" ; +label variable ER38322 "H23 HEIGHT-INCHES-HEAD" ; +label variable ER38323 "H25H HEALTH STATUS B4 AGE 17--HD" ; +label variable ER38324 "H26H WTR MISSED MO OR MORE SCHOOL--HD" ; +label variable ER38325 "H27H WTR MEASLES B4 AGE 17--HD" ; +label variable ER38326 "H28H WTR MUMPS B4 AGE 17--HD" ; +label variable ER38327 "H29H WTR CHICKEN POX B4 AGE 17--HD" ; +label variable ER38328 "H30H WTR DIFF SEEING B4 AGE 17--HD" ; +label variable ER38329 "H31H PARENTS SMOKED B4 HD AGE 17?--HD" ; +label variable ER38330 "H32H WTR ASTHMA B4 AGE 17--HD" ; +label variable ER38331 "H33H WTR DIABETES B4 AGE 17--HD" ; +label variable ER38332 "H34H WTR RESP DIS B4 AGE 17--HD" ; +label variable ER38333 "H35H WTR SPCH IMPAIR B4 AGE 17--HD" ; +label variable ER38334 "H36H WTR ALLERGY B4 AGE 17--HD" ; +label variable ER38335 "H37H WTR HEART TRBL B4 AGE 17--HD" ; +label variable ER38336 "H38H WTR EAR PROB B4 AGE 17--HD" ; +label variable ER38337 "H39H WTR EPILEPSY B4 AGE 17--HD" ; +label variable ER38338 "H40H WTR HEADACHE B4 AGE 17--HD" ; +label variable ER38339 "H41H WTR STOM PROB B4 AGE 17--HD" ; +label variable ER38340 "H42H WTR HGH BLOOD PR B4 AGE 17--HD" ; +label variable ER38341 "H43H WTR DEPRESSION B4 AGE 17--HD" ; +label variable ER38342 "H44H WTR DRUG/AL PROB B4 AGE 17--HD" ; +label variable ER38343 "H45H WTR OTR PSYCH PROB B4 AGE 17--HD" ; +label variable ER38344 "HEHC SLF RPT: YEAR 1ST REPORT--HD" ; +label variable ER38345 "HEHC SLF RPT: PAR SEP B4 AGE 1--HD" ; +label variable ER38346 "HEHC SLF RPT: PAR SEP AGE 1--HD" ; +label variable ER38347 "HEHC SLF RPT: PAR SEP AGE 2--HD" ; +label variable ER38348 "HEHC SLF RPT: PAR SEP AGE 3--HD" ; +label variable ER38349 "HEHC SLF RPT: PAR SEP AGE 4--HD" ; +label variable ER38350 "HEHC SLF RPT: PAR SEP AGE 5--HD" ; +label variable ER38351 "HEHC SLF RPT: PAR SEP AGE 6--HD" ; +label variable ER38352 "HEHC SLF RPT: PAR SEP AGE 7--HD" ; +label variable ER38353 "HEHC SLF RPT: PAR SEP AGE 8--HD" ; +label variable ER38354 "HEHC SLF RPT: PAR SEP AGE 9--HD" ; +label variable ER38355 "HEHC SLF RPT: PAR SEP AGE 10--HD" ; +label variable ER38356 "HEHC SLF RPT: PAR SEP AGE 11--HD" ; +label variable ER38357 "HEHC SLF RPT: PAR SEP AGE 12--HD" ; +label variable ER38358 "HEHC SLF RPT: PAR SEP AGE 13--HD" ; +label variable ER38359 "HEHC SLF RPT: PAR SEP AGE 14--HD" ; +label variable ER38360 "HEHC SLF RPT: PAR SEP AGE 15--HD" ; +label variable ER38361 "HEHC SLF RPT: PAR SEP AGE 16--HD" ; +label variable ER38362 "HEHC SLF RPT: MOVE B4 AGE 1--HD" ; +label variable ER38363 "HEHC SLF RPT: MOVE AGE 1--HD" ; +label variable ER38364 "HEHC SLF RPT: MOVE AGE 2--HD" ; +label variable ER38365 "HEHC SLF RPT: MOVE AGE 3--HD" ; +label variable ER38366 "HEHC SLF RPT: MOVE AGE 4--HD" ; +label variable ER38367 "HEHC SLF RPT: MOVE AGE 5--HD" ; +label variable ER38368 "HEHC SLF RPT: MOVE AGE 6--HD" ; +label variable ER38369 "HEHC SLF RPT: MOVE AGE 7--HD" ; +label variable ER38370 "HEHC SLF RPT: MOVE AGE 8--HD" ; +label variable ER38371 "HEHC SLF RPT: MOVE AGE 9--HD" ; +label variable ER38372 "HEHC SLF RPT: MOVE AGE 10--HD" ; +label variable ER38373 "HEHC SLF RPT: MOVE AGE 11--HD" ; +label variable ER38374 "HEHC SLF RPT: MOVE AGE 12--HD" ; +label variable ER38375 "HEHC SLF RPT: MOVE AGE 13--HD" ; +label variable ER38376 "HEHC SLF RPT: MOVE AGE 14--HD" ; +label variable ER38377 "HEHC SLF RPT: MOVE AGE 15--HD" ; +label variable ER38378 "HEHC SLF RPT: MOVE AGE 16--HD" ; +label variable ER38379 "HEHC SLF RPT: SCHOOL B4 AGE 1--HD" ; +label variable ER38380 "HEHC SLF RPT: SCHOOL AGE 1--HD" ; +label variable ER38381 "HEHC SLF RPT: SCHOOL AGE 2--HD" ; +label variable ER38382 "HEHC SLF RPT: SCHOOL AGE 3--HD" ; +label variable ER38383 "HEHC SLF RPT: SCHOOL AGE 4--HD" ; +label variable ER38384 "HEHC SLF RPT: SCHOOL AGE 5--HD" ; +label variable ER38385 "HEHC SLF RPT: SCHOOL AGE 6--HD" ; +label variable ER38386 "HEHC SLF RPT: SCHOOL AGE 7--HD" ; +label variable ER38387 "HEHC SLF RPT: SCHOOL AGE 8--HD" ; +label variable ER38388 "HEHC SLF RPT: SCHOOL AGE 9--HD" ; +label variable ER38389 "HEHC SLF RPT: SCHOOL AGE 10--HD" ; +label variable ER38390 "HEHC SLF RPT: SCHOOL AGE 11--HD" ; +label variable ER38391 "HEHC SLF RPT: SCHOOL AGE 12--HD" ; +label variable ER38392 "HEHC SLF RPT: SCHOOL AGE 13--HD" ; +label variable ER38393 "HEHC SLF RPT: SCHOOL AGE 14--HD" ; +label variable ER38394 "HEHC SLF RPT: SCHOOL AGE 15--HD" ; +label variable ER38395 "HEHC SLF RPT: SCHOOL AGE 16--HD" ; +label variable ER38396 "HEHC SLF RPT: ASTHMA B4 AGE 1--HD" ; +label variable ER38397 "HEHC SLF RPT: ASTHMA AGE 1--HD" ; +label variable ER38398 "HEHC SLF RPT: ASTHMA AGE 2--HD" ; +label variable ER38399 "HEHC SLF RPT: ASTHMA AGE 3--HD" ; +label variable ER38400 "HEHC SLF RPT: ASTHMA AGE 4--HD" ; +label variable ER38401 "HEHC SLF RPT: ASTHMA AGE 5--HD" ; +label variable ER38402 "HEHC SLF RPT: ASTHMA AGE 6--HD" ; +label variable ER38403 "HEHC SLF RPT: ASTHMA AGE 7--HD" ; +label variable ER38404 "HEHC SLF RPT: ASTHMA AGE 8--HD" ; +label variable ER38405 "HEHC SLF RPT: ASTHMA AGE 9--HD" ; +label variable ER38406 "HEHC SLF RPT: ASTHMA AGE 10--HD" ; +label variable ER38407 "HEHC SLF RPT: ASTHMA AGE 11--HD" ; +label variable ER38408 "HEHC SLF RPT: ASTHMA AGE 12--HD" ; +label variable ER38409 "HEHC SLF RPT: ASTHMA AGE 13--HD" ; +label variable ER38410 "HEHC SLF RPT: ASTHMA AGE 14--HD" ; +label variable ER38411 "HEHC SLF RPT: ASTHMA AGE 15--HD" ; +label variable ER38412 "HEHC SLF RPT: ASTHMA AGE 16--HD" ; +label variable ER38413 "HEHC SLF RPT: ASTHMA AGE 17+--HD" ; +label variable ER38414 "HEHC SLF RPT: AGE END ASTHMA--HD" ; +label variable ER38415 "HEHC SLF RPT: DIABETES B4 AGE 1--HD" ; +label variable ER38416 "HEHC SLF RPT: DIABETES AGE 1--HD" ; +label variable ER38417 "HEHC SLF RPT: DIABETES AGE 2--HD" ; +label variable ER38418 "HEHC SLF RPT: DIABETES AGE 3--HD" ; +label variable ER38419 "HEHC SLF RPT: DIABETES AGE 4--HD" ; +label variable ER38420 "HEHC SLF RPT: DIABETES AGE 5--HD" ; +label variable ER38421 "HEHC SLF RPT: DIABETES AGE 6--HD" ; +label variable ER38422 "HEHC SLF RPT: DIABETES AGE 7--HD" ; +label variable ER38423 "HEHC SLF RPT: DIABETES AGE 8--HD" ; +label variable ER38424 "HEHC SLF RPT: DIABETES AGE 9--HD" ; +label variable ER38425 "HEHC SLF RPT: DIABETES AGE 10--HD" ; +label variable ER38426 "HEHC SLF RPT: DIABETES AGE 11--HD" ; +label variable ER38427 "HEHC SLF RPT: DIABETES AGE 12--HD" ; +label variable ER38428 "HEHC SLF RPT: DIABETES AGE 13--HD" ; +label variable ER38429 "HEHC SLF RPT: DIABETES AGE 14--HD" ; +label variable ER38430 "HEHC SLF RPT: DIABETES AGE 15--HD" ; +label variable ER38431 "HEHC SLF RPT: DIABETES AGE 16--HD" ; +label variable ER38432 "HEHC SLF RPT: DIABETES AGE 17+--HD" ; +label variable ER38433 "HEHC SLF RPT: AGE END DIABETES--HD" ; +label variable ER38434 "HEHC SLF RPT: RESP DIS B4 AGE 1--HD" ; +label variable ER38435 "HEHC SLF RPT: RESP DIS AGE 1--HD" ; +label variable ER38436 "HEHC SLF RPT: RESP DIS AGE 2--HD" ; +label variable ER38437 "HEHC SLF RPT: RESP DIS AGE 3--HD" ; +label variable ER38438 "HEHC SLF RPT: RESP DIS AGE 4--HD" ; +label variable ER38439 "HEHC SLF RPT: RESP DIS AGE 5--HD" ; +label variable ER38440 "HEHC SLF RPT: RESP DIS AGE 6--HD" ; +label variable ER38441 "HEHC SLF RPT: RESP DIS AGE 7--HD" ; +label variable ER38442 "HEHC SLF RPT: RESP DIS AGE 8--HD" ; +label variable ER38443 "HEHC SLF RPT: RESP DIS AGE 9--HD" ; +label variable ER38444 "HEHC SLF RPT: RESP DIS AGE 10--HD" ; +label variable ER38445 "HEHC SLF RPT: RESP DIS AGE 11--HD" ; +label variable ER38446 "HEHC SLF RPT: RESP DIS AGE 12--HD" ; +label variable ER38447 "HEHC SLF RPT: RESP DIS AGE 13--HD" ; +label variable ER38448 "HEHC SLF RPT: RESP DIS AGE 14--HD" ; +label variable ER38449 "HEHC SLF RPT: RESP DIS AGE 15--HD" ; +label variable ER38450 "HEHC SLF RPT: RESP DIS AGE 16--HD" ; +label variable ER38451 "HEHC SLF RPT: RESP DIS AGE 17+--HD" ; +label variable ER38452 "HEHC SLF RPT: AGE END RESP DIS--HD" ; +label variable ER38453 "HEHC SLF RPT: SPCH IMPAIR B4 AGE 1--HD" ; +label variable ER38454 "HEHC SLF RPT: SPCH IMPAIR AGE 1--HD" ; +label variable ER38455 "HEHC SLF RPT: SPCH IMPAIR AGE 2--HD" ; +label variable ER38456 "HEHC SLF RPT: SPCH IMPAIR AGE 3--HD" ; +label variable ER38457 "HEHC SLF RPT: SPCH IMPAIR AGE 4--HD" ; +label variable ER38458 "HEHC SLF RPT: SPCH IMPAIR AGE 5--HD" ; +label variable ER38459 "HEHC SLF RPT: SPCH IMPAIR AGE 6--HD" ; +label variable ER38460 "HEHC SLF RPT: SPCH IMPAIR AGE 7--HD" ; +label variable ER38461 "HEHC SLF RPT: SPCH IMPAIR AGE 8--HD" ; +label variable ER38462 "HEHC SLF RPT: SPCH IMPAIR AGE 9--HD" ; +label variable ER38463 "HEHC SLF RPT: SPCH IMPAIR AGE 10--HD" ; +label variable ER38464 "HEHC SLF RPT: SPCH IMPAIR AGE 11--HD" ; +label variable ER38465 "HEHC SLF RPT: SPCH IMPAIR AGE 12--HD" ; +label variable ER38466 "HEHC SLF RPT: SPCH IMPAIR AGE 13--HD" ; +label variable ER38467 "HEHC SLF RPT: SPCH IMPAIR AGE 14--HD" ; +label variable ER38468 "HEHC SLF RPT: SPCH IMPAIR AGE 15--HD" ; +label variable ER38469 "HEHC SLF RPT: SPCH IMPAIR AGE 16--HD" ; +label variable ER38470 "HEHC SLF RPT: SPCH IMPAIR AGE 17+--HD" ; +label variable ER38471 "HEHC SLF RPT: AGE END SPCH IMPAIR--HD" ; +label variable ER38472 "HEHC SLF RPT: ALLERGY B4 AGE 1--HD" ; +label variable ER38473 "HEHC SLF RPT: ALLERGY AGE 1--HD" ; +label variable ER38474 "HEHC SLF RPT: ALLERGY AGE 2--HD" ; +label variable ER38475 "HEHC SLF RPT: ALLERGY AGE 3--HD" ; +label variable ER38476 "HEHC SLF RPT: ALLERGY AGE 4--HD" ; +label variable ER38477 "HEHC SLF RPT: ALLERGY AGE 5--HD" ; +label variable ER38478 "HEHC SLF RPT: ALLERGY AGE 6--HD" ; +label variable ER38479 "HEHC SLF RPT: ALLERGY AGE 7--HD" ; +label variable ER38480 "HEHC SLF RPT: ALLERGY AGE 8--HD" ; +label variable ER38481 "HEHC SLF RPT: ALLERGY AGE 9--HD" ; +label variable ER38482 "HEHC SLF RPT: ALLERGY AGE 10--HD" ; +label variable ER38483 "HEHC SLF RPT: ALLERGY AGE 11--HD" ; +label variable ER38484 "HEHC SLF RPT: ALLERGY AGE 12--HD" ; +label variable ER38485 "HEHC SLF RPT: ALLERGY AGE 13--HD" ; +label variable ER38486 "HEHC SLF RPT: ALLERGY AGE 14--HD" ; +label variable ER38487 "HEHC SLF RPT: ALLERGY AGE 15--HD" ; +label variable ER38488 "HEHC SLF RPT: ALLERGY AGE 16--HD" ; +label variable ER38489 "HEHC SLF RPT: ALLERGY AGE 17+--HD" ; +label variable ER38490 "HEHC SLF RPT: AGE END ALLERGY--HD" ; +label variable ER38491 "HEHC SLF RPT: HEART TRBL B4 AGE 1--HD" ; +label variable ER38492 "HEHC SLF RPT: HEART TRBL AGE 1--HD" ; +label variable ER38493 "HEHC SLF RPT: HEART TRBL AGE 2--HD" ; +label variable ER38494 "HEHC SLF RPT: HEART TRBL AGE 3--HD" ; +label variable ER38495 "HEHC SLF RPT: HEART TRBL AGE 4--HD" ; +label variable ER38496 "HEHC SLF RPT: HEART TRBL AGE 5--HD" ; +label variable ER38497 "HEHC SLF RPT: HEART TRBL AGE 6--HD" ; +label variable ER38498 "HEHC SLF RPT: HEART TRBL AGE 7--HD" ; +label variable ER38499 "HEHC SLF RPT: HEART TRBL AGE 8--HD" ; +label variable ER38500 "HEHC SLF RPT: HEART TRBL AGE 9--HD" ; +label variable ER38501 "HEHC SLF RPT: HEART TRBL AGE 10--HD" ; +label variable ER38502 "HEHC SLF RPT: HEART TRBL AGE 11--HD" ; +label variable ER38503 "HEHC SLF RPT: HEART TRBL AGE 12--HD" ; +label variable ER38504 "HEHC SLF RPT: HEART TRBL AGE 13--HD" ; +label variable ER38505 "HEHC SLF RPT: HEART TRBL AGE 14--HD" ; +label variable ER38506 "HEHC SLF RPT: HEART TRBL AGE 15--HD" ; +label variable ER38507 "HEHC SLF RPT: HEART TRBL AGE 16--HD" ; +label variable ER38508 "HEHC SLF RPT: HEART TRBL AGE 17+--HD" ; +label variable ER38509 "HEHC SLF RPT: AGE END HEART TRBL--HD" ; +label variable ER38510 "HEHC SLF RPT: EAR PROBS B4 AGE 1--HD" ; +label variable ER38511 "HEHC SLF RPT: EAR PROBS AGE 1--HD" ; +label variable ER38512 "HEHC SLF RPT: EAR PROBS AGE 2--HD" ; +label variable ER38513 "HEHC SLF RPT: EAR PROBS AGE 3--HD" ; +label variable ER38514 "HEHC SLF RPT: EAR PROBS AGE 4--HD" ; +label variable ER38515 "HEHC SLF RPT: EAR PROBS AGE 5--HD" ; +label variable ER38516 "HEHC SLF RPT: EAR PROBS AGE 6--HD" ; +label variable ER38517 "HEHC SLF RPT: EAR PROBS AGE 7--HD" ; +label variable ER38518 "HEHC SLF RPT: EAR PROBS AGE 8--HD" ; +label variable ER38519 "HEHC SLF RPT: EAR PROBS AGE 9--HD" ; +label variable ER38520 "HEHC SLF RPT: EAR PROBS AGE 10--HD" ; +label variable ER38521 "HEHC SLF RPT: EAR PROBS AGE 11--HD" ; +label variable ER38522 "HEHC SLF RPT: EAR PROBS AGE 12--HD" ; +label variable ER38523 "HEHC SLF RPT: EAR PROBS AGE 13--HD" ; +label variable ER38524 "HEHC SLF RPT: EAR PROBS AGE 14--HD" ; +label variable ER38525 "HEHC SLF RPT: EAR PROBS AGE 15--HD" ; +label variable ER38526 "HEHC SLF RPT: EAR PROBS AGE 16--HD" ; +label variable ER38527 "HEHC SLF RPT: EAR PROBS AGE 17+--HD" ; +label variable ER38528 "HEHC SLF RPT: AGE END EAR PROBS--HD" ; +label variable ER38529 "HEHC SLF RPT: EPILEPSY B4 AGE 1--HD" ; +label variable ER38530 "HEHC SLF RPT: EPILEPSY AGE 1--HD" ; +label variable ER38531 "HEHC SLF RPT: EPILEPSY AGE 2--HD" ; +label variable ER38532 "HEHC SLF RPT: EPILEPSY AGE 3--HD" ; +label variable ER38533 "HEHC SLF RPT: EPILEPSY AGE 4--HD" ; +label variable ER38534 "HEHC SLF RPT: EPILEPSY AGE 5--HD" ; +label variable ER38535 "HEHC SLF RPT: EPILEPSY AGE 6--HD" ; +label variable ER38536 "HEHC SLF RPT: EPILEPSY AGE 7--HD" ; +label variable ER38537 "HEHC SLF RPT: EPILEPSY AGE 8--HD" ; +label variable ER38538 "HEHC SLF RPT: EPILEPSY AGE 9--HD" ; +label variable ER38539 "HEHC SLF RPT: EPILEPSY AGE 10--HD" ; +label variable ER38540 "HEHC SLF RPT: EPILEPSY AGE 11--HD" ; +label variable ER38541 "HEHC SLF RPT: EPILEPSY AGE 12--HD" ; +label variable ER38542 "HEHC SLF RPT: EPILEPSY AGE 13--HD" ; +label variable ER38543 "HEHC SLF RPT: EPILEPSY AGE 14--HD" ; +label variable ER38544 "HEHC SLF RPT: EPILEPSY AGE 15--HD" ; +label variable ER38545 "HEHC SLF RPT: EPILEPSY AGE 16--HD" ; +label variable ER38546 "HEHC SLF RPT: EPILEPSY AGE 17+--HD" ; +label variable ER38547 "HEHC SLF RPT: AGE END EPILEPSY--HD" ; +label variable ER38548 "HEHC SLF RPT: HEADACHE B4 AGE 1--HD" ; +label variable ER38549 "HEHC SLF RPT: HEADACHE AGE 1--HD" ; +label variable ER38550 "HEHC SLF RPT: HEADACHE AGE 2--HD" ; +label variable ER38551 "HEHC SLF RPT: HEADACHE AGE 3--HD" ; +label variable ER38552 "HEHC SLF RPT: HEADACHE AGE 4--HD" ; +label variable ER38553 "HEHC SLF RPT: HEADACHE AGE 5--HD" ; +label variable ER38554 "HEHC SLF RPT: HEADACHE AGE 6--HD" ; +label variable ER38555 "HEHC SLF RPT: HEADACHE AGE 7--HD" ; +label variable ER38556 "HEHC SLF RPT: HEADACHE AGE 8--HD" ; +label variable ER38557 "HEHC SLF RPT: HEADACHE AGE 9--HD" ; +label variable ER38558 "HEHC SLF RPT: HEADACHE AGE 10--HD" ; +label variable ER38559 "HEHC SLF RPT: HEADACHE AGE 11--HD" ; +label variable ER38560 "HEHC SLF RPT: HEADACHE AGE 12--HD" ; +label variable ER38561 "HEHC SLF RPT: HEADACHE AGE 13--HD" ; +label variable ER38562 "HEHC SLF RPT: HEADACHE AGE 14--HD" ; +label variable ER38563 "HEHC SLF RPT: HEADACHE AGE 15--HD" ; +label variable ER38564 "HEHC SLF RPT: HEADACHE AGE 16--HD" ; +label variable ER38565 "HEHC SLF RPT: HEADACHE AGE 17+--HD" ; +label variable ER38566 "HEHC SLF RPT: AGE END HEADACHE--HD" ; +label variable ER38567 "HEHC SLF RPT: STOM PROB B4 AGE 1--HD" ; +label variable ER38568 "HEHC SLF RPT: STOM PROB AGE 1--HD" ; +label variable ER38569 "HEHC SLF RPT: STOM PROB AGE 2--HD" ; +label variable ER38570 "HEHC SLF RPT: STOM PROB AGE 3--HD" ; +label variable ER38571 "HEHC SLF RPT: STOM PROB AGE 4--HD" ; +label variable ER38572 "HEHC SLF RPT: STOM PROB AGE 5--HD" ; +label variable ER38573 "HEHC SLF RPT: STOM PROB AGE 6--HD" ; +label variable ER38574 "HEHC SLF RPT: STOM PROB AGE 7--HD" ; +label variable ER38575 "HEHC SLF RPT: STOM PROB AGE 8--HD" ; +label variable ER38576 "HEHC SLF RPT: STOM PROB AGE 9--HD" ; +label variable ER38577 "HEHC SLF RPT: STOM PROB AGE 10--HD" ; +label variable ER38578 "HEHC SLF RPT: STOM PROB AGE 11--HD" ; +label variable ER38579 "HEHC SLF RPT: STOM PROB AGE 12--HD" ; +label variable ER38580 "HEHC SLF RPT: STOM PROB AGE 13--HD" ; +label variable ER38581 "HEHC SLF RPT: STOM PROB AGE 14--HD" ; +label variable ER38582 "HEHC SLF RPT: STOM PROB AGE 15--HD" ; +label variable ER38583 "HEHC SLF RPT: STOM PROB AGE 16--HD" ; +label variable ER38584 "HEHC SLF RPT: STOM PROB AGE 17+--HD" ; +label variable ER38585 "HEHC SLF RPT: AGE END STOM PROB--HD" ; +label variable ER38586 "HEHC SLF RPT: HGH BLOOD PR B4 AGE 1--HD" ; +label variable ER38587 "HEHC SLF RPT: HGH BLOOD PR AGE 1--HD" ; +label variable ER38588 "HEHC SLF RPT: HGH BLOOD PR AGE 2--HD" ; +label variable ER38589 "HEHC SLF RPT: HGH BLOOD PR AGE 3--HD" ; +label variable ER38590 "HEHC SLF RPT: HGH BLOOD PR AGE 4--HD" ; +label variable ER38591 "HEHC SLF RPT: HGH BLOOD PR AGE 5--HD" ; +label variable ER38592 "HEHC SLF RPT: HGH BLOOD PR AGE 6--HD" ; +label variable ER38593 "HEHC SLF RPT: HGH BLOOD PR AGE 7--HD" ; +label variable ER38594 "HEHC SLF RPT: HGH BLOOD PR AGE 8--HD" ; +label variable ER38595 "HEHC SLF RPT: HGH BLOOD PR AGE 9--HD" ; +label variable ER38596 "HEHC SLF RPT: HGH BLOOD PR AGE 10--HD" ; +label variable ER38597 "HEHC SLF RPT: HGH BLOOD PR AGE 11--HD" ; +label variable ER38598 "HEHC SLF RPT: HGH BLOOD PR AGE 12--HD" ; +label variable ER38599 "HEHC SLF RPT: HGH BLOOD PR AGE 13--HD" ; +label variable ER38600 "HEHC SLF RPT: HGH BLOOD PR AGE 14--HD" ; +label variable ER38601 "HEHC SLF RPT: HGH BLOOD PR AGE 15--HD" ; +label variable ER38602 "HEHC SLF RPT: HGH BLOOD PR AGE 16--HD" ; +label variable ER38603 "HEHC SLF RPT: HGH BLOOD PR AGE 17+--HD" ; +label variable ER38604 "HEHC SLF RPT: AGE END HGH BLD PR--HD" ; +label variable ER38605 "HEHC SLF RPT: DEPRESSION B4 AGE 1--HD" ; +label variable ER38606 "HEHC SLF RPT: DEPRESSION AGE 1--HD" ; +label variable ER38607 "HEHC SLF RPT: DEPRESSION AGE 2--HD" ; +label variable ER38608 "HEHC SLF RPT: DEPRESSION AGE 3--HD" ; +label variable ER38609 "HEHC SLF RPT: DEPRESSION AGE 4--HD" ; +label variable ER38610 "HEHC SLF RPT: DEPRESSION AGE 5--HD" ; +label variable ER38611 "HEHC SLF RPT: DEPRESSION AGE 6--HD" ; +label variable ER38612 "HEHC SLF RPT: DEPRESSION AGE 7--HD" ; +label variable ER38613 "HEHC SLF RPT: DEPRESSION AGE 8--HD" ; +label variable ER38614 "HEHC SLF RPT: DEPRESSION AGE 9--HD" ; +label variable ER38615 "HEHC SLF RPT: DEPRESSION AGE 10--HD" ; +label variable ER38616 "HEHC SLF RPT: DEPRESSION AGE 11--HD" ; +label variable ER38617 "HEHC SLF RPT: DEPRESSION AGE 12--HD" ; +label variable ER38618 "HEHC SLF RPT: DEPRESSION AGE 13--HD" ; +label variable ER38619 "HEHC SLF RPT: DEPRESSION AGE 14--HD" ; +label variable ER38620 "HEHC SLF RPT: DEPRESSION AGE 15--HD" ; +label variable ER38621 "HEHC SLF RPT: DEPRESSION AGE 16--HD" ; +label variable ER38622 "HEHC SLF RPT: DEPRESSION AGE 17+--HD" ; +label variable ER38623 "HEHC SLF RPT: AGE END DEPRESSION--HD" ; +label variable ER38624 "HEHC SLF RPT: DRUG/AL PROB B4 AGE 1--HD" ; +label variable ER38625 "HEHC SLF RPT: DRUG/AL PROB AGE 1--HD" ; +label variable ER38626 "HEHC SLF RPT: DRUG/AL PROB AGE 2--HD" ; +label variable ER38627 "HEHC SLF RPT: DRUG/AL PROB AGE 3--HD" ; +label variable ER38628 "HEHC SLF RPT: DRUG/AL PROB AGE 4--HD" ; +label variable ER38629 "HEHC SLF RPT: DRUG/AL PROB AGE 5--HD" ; +label variable ER38630 "HEHC SLF RPT: DRUG/AL PROB AGE 6--HD" ; +label variable ER38631 "HEHC SLF RPT: DRUG/AL PROB AGE 7--HD" ; +label variable ER38632 "HEHC SLF RPT: DRUG/AL PROB AGE 8--HD" ; +label variable ER38633 "HEHC SLF RPT: DRUG/AL PROB AGE 9--HD" ; +label variable ER38634 "HEHC SLF RPT: DRUG/AL PROB AGE 10--HD" ; +label variable ER38635 "HEHC SLF RPT: DRUG/AL PROB AGE 11--HD" ; +label variable ER38636 "HEHC SLF RPT: DRUG/AL PROB AGE 12--HD" ; +label variable ER38637 "HEHC SLF RPT: DRUG/AL PROB AGE 13--HD" ; +label variable ER38638 "HEHC SLF RPT: DRUG/AL PROB AGE 14--HD" ; +label variable ER38639 "HEHC SLF RPT: DRUG/AL PROB AGE 15--HD" ; +label variable ER38640 "HEHC SLF RPT: DRUG/AL PROB AGE 16--HD" ; +label variable ER38641 "HEHC SLF RPT: DRUG/AL PROB AGE 17+--HD" ; +label variable ER38642 "HEHC SLF RPT: AGE END DRUG/AL PROB--HD" ; +label variable ER38643 "HEHC SLF RPT: OTR PSYCH PROB B4 AGE 1--H" ; +label variable ER38644 "HEHC SLF RPT: OTR PSYCH PROB AGE 1--HD" ; +label variable ER38645 "HEHC SLF RPT: OTR PSYCH PROB AGE 2--HD" ; +label variable ER38646 "HEHC SLF RPT: OTR PSYCH PROB AGE 3--HD" ; +label variable ER38647 "HEHC SLF RPT: OTR PSYCH PROB AGE 4--HD" ; +label variable ER38648 "HEHC SLF RPT: OTR PSYCH PROB AGE 5--HD" ; +label variable ER38649 "HEHC SLF RPT: OTR PSYCH PROB AGE 6--HD" ; +label variable ER38650 "HEHC SLF RPT: OTR PSYCH PROB AGE 7--HD" ; +label variable ER38651 "HEHC SLF RPT: OTR PSYCH PROB AGE 8--HD" ; +label variable ER38652 "HEHC SLF RPT: OTR PSYCH PROB AGE 9--HD" ; +label variable ER38653 "HEHC SLF RPT: OTR PSYCH PROB AGE 10--HD" ; +label variable ER38654 "HEHC SLF RPT: OTR PSYCH PROB AGE 11--HD" ; +label variable ER38655 "HEHC SLF RPT: OTR PSYCH PROB AGE 12--HD" ; +label variable ER38656 "HEHC SLF RPT: OTR PSYCH PROB AGE 13--HD" ; +label variable ER38657 "HEHC SLF RPT: OTR PSYCH PROB AGE 14--HD" ; +label variable ER38658 "HEHC SLF RPT: OTR PSYCH PROB AGE 15--HD" ; +label variable ER38659 "HEHC SLF RPT: OTR PSYCH PROB AGE 16--HD" ; +label variable ER38660 "HEHC SLF RPT: OTR PSYCH PROB AGE 17+--HD" ; +label variable ER38661 "HEHC SLF RPT: AGE END OTR PSYCH PROB--HD" ; +label variable ER38662 "HEHC SP REPORT: YEAR 1ST REPORT--HD" ; +label variable ER38663 "HEHC SP RPT: PAR SEP B4 AGE 1--HD" ; +label variable ER38664 "HEHC SP RPT: PAR SEP AGE 1--HD" ; +label variable ER38665 "HEHC SP RPT: PAR SEP AGE 2--HD" ; +label variable ER38666 "HEHC SP RPT: PAR SEP AGE 3--HD" ; +label variable ER38667 "HEHC SP RPT: PAR SEP AGE 4--HD" ; +label variable ER38668 "HEHC SP RPT: PAR SEP AGE 5--HD" ; +label variable ER38669 "HEHC SP RPT: PAR SEP AGE 6--HD" ; +label variable ER38670 "HEHC SP RPT: PAR SEP AGE 7--HD" ; +label variable ER38671 "HEHC SP RPT: PAR SEP AGE 8--HD" ; +label variable ER38672 "HEHC SP RPT: PAR SEP AGE 9--HD" ; +label variable ER38673 "HEHC SP RPT: PAR SEP AGE 10--HD" ; +label variable ER38674 "HEHC SP RPT: PAR SEP AGE 11--HD" ; +label variable ER38675 "HEHC SP RPT: PAR SEP AGE 12--HD" ; +label variable ER38676 "HEHC SP RPT: PAR SEP AGE 13--HD" ; +label variable ER38677 "HEHC SP RPT: PAR SEP AGE 14--HD" ; +label variable ER38678 "HEHC SP RPT: PAR SEP AGE 15--HD" ; +label variable ER38679 "HEHC SP RPT: PAR SEP AGE 16--HD" ; +label variable ER38680 "HEHC SP RPT: MOVE B4 AGE 1--HD" ; +label variable ER38681 "HEHC SP RPT: MOVE AGE 1--HD" ; +label variable ER38682 "HEHC SP RPT: MOVE AGE 2--HD" ; +label variable ER38683 "HEHC SP RPT: MOVE AGE 3--HD" ; +label variable ER38684 "HEHC SP RPT: MOVE AGE 4--HD" ; +label variable ER38685 "HEHC SP RPT: MOVE AGE 5--HD" ; +label variable ER38686 "HEHC SP RPT: MOVE AGE 6--HD" ; +label variable ER38687 "HEHC SP RPT: MOVE AGE 7--HD" ; +label variable ER38688 "HEHC SP RPT: MOVE AGE 8--HD" ; +label variable ER38689 "HEHC SP RPT: MOVE AGE 9--HD" ; +label variable ER38690 "HEHC SP RPT: MOVE AGE 10--HD" ; +label variable ER38691 "HEHC SP RPT: MOVE AGE 11--HD" ; +label variable ER38692 "HEHC SP RPT: MOVE AGE 12--HD" ; +label variable ER38693 "HEHC SP RPT: MOVE AGE 13--HD" ; +label variable ER38694 "HEHC SP RPT: MOVE AGE 14--HD" ; +label variable ER38695 "HEHC SP RPT: MOVE AGE 15--HD" ; +label variable ER38696 "HEHC SP RPT: MOVE AGE 16--HD" ; +label variable ER38697 "HEHC SP RPT: SCHOOL B4 AGE 1--HD" ; +label variable ER38698 "HEHC SP RPT: SCHOOL AGE 1--HD" ; +label variable ER38699 "HEHC SP RPT: SCHOOL AGE 2--HD" ; +label variable ER38700 "HEHC SP RPT: SCHOOL AGE 3--HD" ; +label variable ER38701 "HEHC SP RPT: SCHOOL AGE 4--HD" ; +label variable ER38702 "HEHC SP RPT: SCHOOL AGE 5--HD" ; +label variable ER38703 "HEHC SP RPT: SCHOOL AGE 6--HD" ; +label variable ER38704 "HEHC SP RPT: SCHOOL AGE 7--HD" ; +label variable ER38705 "HEHC SP RPT: SCHOOL AGE 8--HD" ; +label variable ER38706 "HEHC SP RPT: SCHOOL AGE 9--HD" ; +label variable ER38707 "HEHC SP RPT: SCHOOL AGE 10--HD" ; +label variable ER38708 "HEHC SP RPT: SCHOOL AGE 11--HD" ; +label variable ER38709 "HEHC SP RPT: SCHOOL AGE 12--HD" ; +label variable ER38710 "HEHC SP RPT: SCHOOL AGE 13--HD" ; +label variable ER38711 "HEHC SP RPT: SCHOOL AGE 14--HD" ; +label variable ER38712 "HEHC SP RPT: SCHOOL AGE 15--HD" ; +label variable ER38713 "HEHC SP RPT: SCHOOL AGE 16--HD" ; +label variable ER38714 "HEHC SP RPT: ASTHMA B4 AGE 1--HD" ; +label variable ER38715 "HEHC SP RPT: ASTHMA AGE 1--HD" ; +label variable ER38716 "HEHC SP RPT: ASTHMA AGE 2--HD" ; +label variable ER38717 "HEHC SP RPT: ASTHMA AGE 3--HD" ; +label variable ER38718 "HEHC SP RPT: ASTHMA AGE 4--HD" ; +label variable ER38719 "HEHC SP RPT: ASTHMA AGE 5--HD" ; +label variable ER38720 "HEHC SP RPT: ASTHMA AGE 6--HD" ; +label variable ER38721 "HEHC SP RPT: ASTHMA AGE 7--HD" ; +label variable ER38722 "HEHC SP RPT: ASTHMA AGE 8--HD" ; +label variable ER38723 "HEHC SP RPT: ASTHMA AGE 9--HD" ; +label variable ER38724 "HEHC SP RPT: ASTHMA AGE 10--HD" ; +label variable ER38725 "HEHC SP RPT: ASTHMA AGE 11--HD" ; +label variable ER38726 "HEHC SP RPT: ASTHMA AGE 12--HD" ; +label variable ER38727 "HEHC SP RPT: ASTHMA AGE 13--HD" ; +label variable ER38728 "HEHC SP RPT: ASTHMA AGE 14--HD" ; +label variable ER38729 "HEHC SP RPT: ASTHMA AGE 15--HD" ; +label variable ER38730 "HEHC SP RPT: ASTHMA AGE 16--HD" ; +label variable ER38731 "HEHC SP RPT: ASTHMA AGE 17+--HD" ; +label variable ER38732 "HEHC SP RPT: AGE END ASTHMA--HD" ; +label variable ER38733 "HEHC SP RPT: DIABETES B4 AGE 1--HD" ; +label variable ER38734 "HEHC SP RPT: DIABETES AGE 1--HD" ; +label variable ER38735 "HEHC SP RPT: DIABETES AGE 2--HD" ; +label variable ER38736 "HEHC SP RPT: DIABETES AGE 3--HD" ; +label variable ER38737 "HEHC SP RPT: DIABETES AGE 4--HD" ; +label variable ER38738 "HEHC SP RPT: DIABETES AGE 5--HD" ; +label variable ER38739 "HEHC SP RPT: DIABETES AGE 6--HD" ; +label variable ER38740 "HEHC SP RPT: DIABETES AGE 7--HD" ; +label variable ER38741 "HEHC SP RPT: DIABETES AGE 8--HD" ; +label variable ER38742 "HEHC SP RPT: DIABETES AGE 9--HD" ; +label variable ER38743 "HEHC SP RPT: DIABETES AGE 10--HD" ; +label variable ER38744 "HEHC SP RPT: DIABETES AGE 11--HD" ; +label variable ER38745 "HEHC SP RPT: DIABETES AGE 12--HD" ; +label variable ER38746 "HEHC SP RPT: DIABETES AGE 13--HD" ; +label variable ER38747 "HEHC SP RPT: DIABETES AGE 14--HD" ; +label variable ER38748 "HEHC SP RPT: DIABETES AGE 15--HD" ; +label variable ER38749 "HEHC SP RPT: DIABETES AGE 16--HD" ; +label variable ER38750 "HEHC SP RPT: DIABETES AGE 17+--HD" ; +label variable ER38751 "HEHC SP RPT: AGE END DIABETES--HD" ; +label variable ER38752 "HEHC SP RPT: RESP DIS B4 AGE 1--HD" ; +label variable ER38753 "HEHC SP RPT: RESP DIS AGE 1--HD" ; +label variable ER38754 "HEHC SP RPT: RESP DIS AGE 2--HD" ; +label variable ER38755 "HEHC SP RPT: RESP DIS AGE 3--HD" ; +label variable ER38756 "HEHC SP RPT: RESP DIS AGE 4--HD" ; +label variable ER38757 "HEHC SP RPT: RESP DIS AGE 5--HD" ; +label variable ER38758 "HEHC SP RPT: RESP DIS AGE 6--HD" ; +label variable ER38759 "HEHC SP RPT: RESP DIS AGE 7--HD" ; +label variable ER38760 "HEHC SP RPT: RESP DIS AGE 8--HD" ; +label variable ER38761 "HEHC SP RPT: RESP DIS AGE 9--HD" ; +label variable ER38762 "HEHC SP RPT: RESP DIS AGE 10--HD" ; +label variable ER38763 "HEHC SP RPT: RESP DIS AGE 11--HD" ; +label variable ER38764 "HEHC SP RPT: RESP DIS AGE 12--HD" ; +label variable ER38765 "HEHC SP RPT: RESP DIS AGE 13--HD" ; +label variable ER38766 "HEHC SP RPT: RESP DIS AGE 14--HD" ; +label variable ER38767 "HEHC SP RPT: RESP DIS AGE 15--HD" ; +label variable ER38768 "HEHC SP RPT: RESP DIS AGE 16--HD" ; +label variable ER38769 "HEHC SP RPT: RESP DIS AGE 17+--HD" ; +label variable ER38770 "HEHC SP RPT: AGE END RESP DIS--HD" ; +label variable ER38771 "HEHC SP RPT: SPCH IMPAIR B4 AGE 1--HD" ; +label variable ER38772 "HEHC SP RPT: SPCH IMPAIR AGE 1--HD" ; +label variable ER38773 "HEHC SP RPT: SPCH IMPAIR AGE 2--HD" ; +label variable ER38774 "HEHC SP RPT: SPCH IMPAIR AGE 3--HD" ; +label variable ER38775 "HEHC SP RPT: SPCH IMPAIR AGE 4--HD" ; +label variable ER38776 "HEHC SP RPT: SPCH IMPAIR AGE 5--HD" ; +label variable ER38777 "HEHC SP RPT: SPCH IMPAIR AGE 6--HD" ; +label variable ER38778 "HEHC SP RPT: SPCH IMPAIR AGE 7--HD" ; +label variable ER38779 "HEHC SP RPT: SPCH IMPAIR AGE 8--HD" ; +label variable ER38780 "HEHC SP RPT: SPCH IMPAIR AGE 9--HD" ; +label variable ER38781 "HEHC SP RPT: SPCH IMPAIR AGE 10--HD" ; +label variable ER38782 "HEHC SP RPT: SPCH IMPAIR AGE 11--HD" ; +label variable ER38783 "HEHC SP RPT: SPCH IMPAIR AGE 12--HD" ; +label variable ER38784 "HEHC SP RPT: SPCH IMPAIR AGE 13--HD" ; +label variable ER38785 "HEHC SP RPT: SPCH IMPAIR AGE 14--HD" ; +label variable ER38786 "HEHC SP RPT: SPCH IMPAIR AGE 15--HD" ; +label variable ER38787 "HEHC SP RPT: SPCH IMPAIR AGE 16--HD" ; +label variable ER38788 "HEHC SP RPT: SPCH IMPAIR AGE 17+--HD" ; +label variable ER38789 "HEHC SP RPT: AGE END SPCH IMPAIR--HD" ; +label variable ER38790 "HEHC SP RPT: ALLERGY B4 AGE 1--HD" ; +label variable ER38791 "HEHC SP RPT: ALLERGY AGE 1--HD" ; +label variable ER38792 "HEHC SP RPT: ALLERGY AGE 2--HD" ; +label variable ER38793 "HEHC SP RPT: ALLERGY AGE 3--HD" ; +label variable ER38794 "HEHC SP RPT: ALLERGY AGE 4--HD" ; +label variable ER38795 "HEHC SP RPT: ALLERGY AGE 5--HD" ; +label variable ER38796 "HEHC SP RPT: ALLERGY AGE 6--HD" ; +label variable ER38797 "HEHC SP RPT: ALLERGY AGE 7--HD" ; +label variable ER38798 "HEHC SP RPT: ALLERGY AGE 8--HD" ; +label variable ER38799 "HEHC SP RPT: ALLERGY AGE 9--HD" ; +label variable ER38800 "HEHC SP RPT: ALLERGY AGE 10--HD" ; +label variable ER38801 "HEHC SP RPT: ALLERGY AGE 11--HD" ; +label variable ER38802 "HEHC SP RPT: ALLERGY AGE 12--HD" ; +label variable ER38803 "HEHC SP RPT: ALLERGY AGE 13--HD" ; +label variable ER38804 "HEHC SP RPT: ALLERGY AGE 14--HD" ; +label variable ER38805 "HEHC SP RPT: ALLERGY AGE 15--HD" ; +label variable ER38806 "HEHC SP RPT: ALLERGY AGE 16--HD" ; +label variable ER38807 "HEHC SP RPT: ALLERGY AGE 17+--HD" ; +label variable ER38808 "HEHC SP RPT: AGE END ALLERGY--HD" ; +label variable ER38809 "HEHC SP RPT: HEART TRBL B4 AGE 1--HD" ; +label variable ER38810 "HEHC SP RPT: HEART TRBL AGE 1--HD" ; +label variable ER38811 "HEHC SP RPT: HEART TRBL AGE 2--HD" ; +label variable ER38812 "HEHC SP RPT: HEART TRBL AGE 3--HD" ; +label variable ER38813 "HEHC SP RPT: HEART TRBL AGE 4--HD" ; +label variable ER38814 "HEHC SP RPT: HEART TRBL AGE 5--HD" ; +label variable ER38815 "HEHC SP RPT: HEART TRBL AGE 6--HD" ; +label variable ER38816 "HEHC SP RPT: HEART TRBL AGE 7--HD" ; +label variable ER38817 "HEHC SP RPT: HEART TRBL AGE 8--HD" ; +label variable ER38818 "HEHC SP RPT: HEART TRBL AGE 9--HD" ; +label variable ER38819 "HEHC SP RPT: HEART TRBL AGE 10--HD" ; +label variable ER38820 "HEHC SP RPT: HEART TRBL AGE 11--HD" ; +label variable ER38821 "HEHC SP RPT: HEART TRBL AGE 12--HD" ; +label variable ER38822 "HEHC SP RPT: HEART TRBL AGE 13--HD" ; +label variable ER38823 "HEHC SP RPT: HEART TRBL AGE 14--HD" ; +label variable ER38824 "HEHC SP RPT: HEART TRBL AGE 15--HD" ; +label variable ER38825 "HEHC SP RPT: HEART TRBL AGE 16--HD" ; +label variable ER38826 "HEHC SP RPT: HEART TRBL AGE 17+--HD" ; +label variable ER38827 "HEHC SP RPT: AGE END HEART TRBL--HD" ; +label variable ER38828 "HEHC SP RPT: EAR PROBS B4 AGE 1--HD" ; +label variable ER38829 "HEHC SP RPT: EAR PROBS AGE 1--HD" ; +label variable ER38830 "HEHC SP RPT: EAR PROBS AGE 2--HD" ; +label variable ER38831 "HEHC SP RPT: EAR PROBS AGE 3--HD" ; +label variable ER38832 "HEHC SP RPT: EAR PROBS AGE 4--HD" ; +label variable ER38833 "HEHC SP RPT: EAR PROBS AGE 5--HD" ; +label variable ER38834 "HEHC SP RPT: EAR PROBS AGE 6--HD" ; +label variable ER38835 "HEHC SP RPT: EAR PROBS AGE 7--HD" ; +label variable ER38836 "HEHC SP RPT: EAR PROBS AGE 8--HD" ; +label variable ER38837 "HEHC SP RPT: EAR PROBS AGE 9--HD" ; +label variable ER38838 "HEHC SP RPT: EAR PROBS AGE 10--HD" ; +label variable ER38839 "HEHC SP RPT: EAR PROBS AGE 11--HD" ; +label variable ER38840 "HEHC SP RPT: EAR PROBS AGE 12--HD" ; +label variable ER38841 "HEHC SP RPT: EAR PROBS AGE 13--HD" ; +label variable ER38842 "HEHC SP RPT: EAR PROBS AGE 14--HD" ; +label variable ER38843 "HEHC SP RPT: EAR PROBS AGE 15--HD" ; +label variable ER38844 "HEHC SP RPT: EAR PROBS AGE 16--HD" ; +label variable ER38845 "HEHC SP RPT: EAR PROBS AGE 17+--HD" ; +label variable ER38846 "HEHC SP RPT: AGE END EAR PROBS--HD" ; +label variable ER38847 "HEHC SP RPT: EPILEPSY B4 AGE 1--HD" ; +label variable ER38848 "HEHC SP RPT: EPILEPSY AGE 1--HD" ; +label variable ER38849 "HEHC SP RPT: EPILEPSY AGE 2--HD" ; +label variable ER38850 "HEHC SP RPT: EPILEPSY AGE 3--HD" ; +label variable ER38851 "HEHC SP RPT: EPILEPSY AGE 4--HD" ; +label variable ER38852 "HEHC SP RPT: EPILEPSY AGE 5--HD" ; +label variable ER38853 "HEHC SP RPT: EPILEPSY AGE 6--HD" ; +label variable ER38854 "HEHC SP RPT: EPILEPSY AGE 7--HD" ; +label variable ER38855 "HEHC SP RPT: EPILEPSY AGE 8--HD" ; +label variable ER38856 "HEHC SP RPT: EPILEPSY AGE 9--HD" ; +label variable ER38857 "HEHC SP RPT: EPILEPSY AGE 10--HD" ; +label variable ER38858 "HEHC SP RPT: EPILEPSY AGE 11--HD" ; +label variable ER38859 "HEHC SP RPT: EPILEPSY AGE 12--HD" ; +label variable ER38860 "HEHC SP RPT: EPILEPSY AGE 13--HD" ; +label variable ER38861 "HEHC SP RPT: EPILEPSY AGE 14--HD" ; +label variable ER38862 "HEHC SP RPT: EPILEPSY AGE 15--HD" ; +label variable ER38863 "HEHC SP RPT: EPILEPSY AGE 16--HD" ; +label variable ER38864 "HEHC SP RPT: EPILEPSY AGE 17+--HD" ; +label variable ER38865 "HEHC SP RPT: AGE END EPILEPSY--HD" ; +label variable ER38866 "HEHC SP RPT: HEADACHE B4 AGE 1--HD" ; +label variable ER38867 "HEHC SP RPT: HEADACHE AGE 1--HD" ; +label variable ER38868 "HEHC SP RPT: HEADACHE AGE 2--HD" ; +label variable ER38869 "HEHC SP RPT: HEADACHE AGE 3--HD" ; +label variable ER38870 "HEHC SP RPT: HEADACHE AGE 4--HD" ; +label variable ER38871 "HEHC SP RPT: HEADACHE AGE 5--HD" ; +label variable ER38872 "HEHC SP RPT: HEADACHE AGE 6--HD" ; +label variable ER38873 "HEHC SP RPT: HEADACHE AGE 7--HD" ; +label variable ER38874 "HEHC SP RPT: HEADACHE AGE 8--HD" ; +label variable ER38875 "HEHC SP RPT: HEADACHE AGE 9--HD" ; +label variable ER38876 "HEHC SP RPT: HEADACHE AGE 10--HD" ; +label variable ER38877 "HEHC SP RPT: HEADACHE AGE 11--HD" ; +label variable ER38878 "HEHC SP RPT: HEADACHE AGE 12--HD" ; +label variable ER38879 "HEHC SP RPT: HEADACHE AGE 13--HD" ; +label variable ER38880 "HEHC SP RPT: HEADACHE AGE 14--HD" ; +label variable ER38881 "HEHC SP RPT: HEADACHE AGE 15--HD" ; +label variable ER38882 "HEHC SP RPT: HEADACHE AGE 16--HD" ; +label variable ER38883 "HEHC SP RPT: HEADACHE AGE 17+--HD" ; +label variable ER38884 "HEHC SP RPT: AGE END HEADACHE--HD" ; +label variable ER38885 "HEHC SP RPT: STOM PROB B4 AGE 1--HD" ; +label variable ER38886 "HEHC SP RPT: STOM PROB AGE 1--HD" ; +label variable ER38887 "HEHC SP RPT: STOM PROB AGE 2--HD" ; +label variable ER38888 "HEHC SP RPT: STOM PROB AGE 3--HD" ; +label variable ER38889 "HEHC SP RPT: STOM PROB AGE 4--HD" ; +label variable ER38890 "HEHC SP RPT: STOM PROB AGE 5--HD" ; +label variable ER38891 "HEHC SP RPT: STOM PROB AGE 6--HD" ; +label variable ER38892 "HEHC SP RPT: STOM PROB AGE 7--HD" ; +label variable ER38893 "HEHC SP RPT: STOM PROB AGE 8--HD" ; +label variable ER38894 "HEHC SP RPT: STOM PROB AGE 9--HD" ; +label variable ER38895 "HEHC SP RPT: STOM PROB AGE 10--HD" ; +label variable ER38896 "HEHC SP RPT: STOM PROB AGE 11--HD" ; +label variable ER38897 "HEHC SP RPT: STOM PROB AGE 12--HD" ; +label variable ER38898 "HEHC SP RPT: STOM PROB AGE 13--HD" ; +label variable ER38899 "HEHC SP RPT: STOM PROB AGE 14--HD" ; +label variable ER38900 "HEHC SP RPT: STOM PROB AGE 15--HD" ; +label variable ER38901 "HEHC SP RPT: STOM PROB AGE 16--HD" ; +label variable ER38902 "HEHC SP RPT: STOM PROB AGE 17+--HD" ; +label variable ER38903 "HEHC SP RPT: AGE END STOM PROB--HD" ; +label variable ER38904 "HEHC SP RPT: HGH BLOOD PR B4 AGE 1--HD" ; +label variable ER38905 "HEHC SP RPT: HGH BLOOD PR AGE 1--HD" ; +label variable ER38906 "HEHC SP RPT: HGH BLOOD PR AGE 2--HD" ; +label variable ER38907 "HEHC SP RPT: HGH BLOOD PR AGE 3--HD" ; +label variable ER38908 "HEHC SP RPT: HGH BLOOD PR AGE 4--HD" ; +label variable ER38909 "HEHC SP RPT: HGH BLOOD PR AGE 5--HD" ; +label variable ER38910 "HEHC SP RPT: HGH BLOOD PR AGE 6--HD" ; +label variable ER38911 "HEHC SP RPT: HGH BLOOD PR AGE 7--HD" ; +label variable ER38912 "HEHC SP RPT: HGH BLOOD PR AGE 8--HD" ; +label variable ER38913 "HEHC SP RPT: HGH BLOOD PR AGE 9--HD" ; +label variable ER38914 "HEHC SP RPT: HGH BLOOD PR AGE 10--HD" ; +label variable ER38915 "HEHC SP RPT: HGH BLOOD PR AGE 11--HD" ; +label variable ER38916 "HEHC SP RPT: HGH BLOOD PR AGE 12--HD" ; +label variable ER38917 "HEHC SP RPT: HGH BLOOD PR AGE 13--HD" ; +label variable ER38918 "HEHC SP RPT: HGH BLOOD PR AGE 14--HD" ; +label variable ER38919 "HEHC SP RPT: HGH BLOOD PR AGE 15--HD" ; +label variable ER38920 "HEHC SP RPT: HGH BLOOD PR AGE 16--HD" ; +label variable ER38921 "HEHC SP RPT: HGH BLOOD PR AGE 17+--HD" ; +label variable ER38922 "HEHC SP RPT: AGE END HGH BLD PR--HD" ; +label variable ER38923 "HEHC SP RPT: DEPRESSION B4 AGE 1--HD" ; +label variable ER38924 "HEHC SP RPT: DEPRESSION AGE 1--HD" ; +label variable ER38925 "HEHC SP RPT: DEPRESSION AGE 2--HD" ; +label variable ER38926 "HEHC SP RPT: DEPRESSION AGE 3--HD" ; +label variable ER38927 "HEHC SP RPT: DEPRESSION AGE 4--HD" ; +label variable ER38928 "HEHC SP RPT: DEPRESSION AGE 5--HD" ; +label variable ER38929 "HEHC SP RPT: DEPRESSION AGE 6--HD" ; +label variable ER38930 "HEHC SP RPT: DEPRESSION AGE 7--HD" ; +label variable ER38931 "HEHC SP RPT: DEPRESSION AGE 8--HD" ; +label variable ER38932 "HEHC SP RPT: DEPRESSION AGE 9--HD" ; +label variable ER38933 "HEHC SP RPT: DEPRESSION AGE 10--HD" ; +label variable ER38934 "HEHC SP RPT: DEPRESSION AGE 11--HD" ; +label variable ER38935 "HEHC SP RPT: DEPRESSION AGE 12--HD" ; +label variable ER38936 "HEHC SP RPT: DEPRESSION AGE 13--HD" ; +label variable ER38937 "HEHC SP RPT: DEPRESSION AGE 14--HD" ; +label variable ER38938 "HEHC SP RPT: DEPRESSION AGE 15--HD" ; +label variable ER38939 "HEHC SP RPT: DEPRESSION AGE 16--HD" ; +label variable ER38940 "HEHC SP RPT: DEPRESSION AGE 17+--HD" ; +label variable ER38941 "HEHC SP RPT: AGE END DEPRESSION--HD" ; +label variable ER38942 "HEHC SP RPT: DRUG/AL PROB B4 AGE 1--HD" ; +label variable ER38943 "HEHC SP RPT: DRUG/AL PROB AGE 1--HD" ; +label variable ER38944 "HEHC SP RPT: DRUG/AL PROB AGE 2--HD" ; +label variable ER38945 "HEHC SP RPT: DRUG/AL PROB AGE 3--HD" ; +label variable ER38946 "HEHC SP RPT: DRUG/AL PROB AGE 4--HD" ; +label variable ER38947 "HEHC SP RPT: DRUG/AL PROB AGE 5--HD" ; +label variable ER38948 "HEHC SP RPT: DRUG/AL PROB AGE 6--HD" ; +label variable ER38949 "HEHC SP RPT: DRUG/AL PROB AGE 7--HD" ; +label variable ER38950 "HEHC SP RPT: DRUG/AL PROB AGE 8--HD" ; +label variable ER38951 "HEHC SP RPT: DRUG/AL PROB AGE 9--HD" ; +label variable ER38952 "HEHC SP RPT: DRUG/AL PROB AGE 10--HD" ; +label variable ER38953 "HEHC SP RPT: DRUG/AL PROB AGE 11--HD" ; +label variable ER38954 "HEHC SP RPT: DRUG/AL PROB AGE 12--HD" ; +label variable ER38955 "HEHC SP RPT: DRUG/AL PROB AGE 13--HD" ; +label variable ER38956 "HEHC SP RPT: DRUG/AL PROB AGE 14--HD" ; +label variable ER38957 "HEHC SP RPT: DRUG/AL PROB AGE 15--HD" ; +label variable ER38958 "HEHC SP RPT: DRUG/AL PROB AGE 16--HD" ; +label variable ER38959 "HEHC SP RPT: DRUG/AL PROB AGE 17+--HD" ; +label variable ER38960 "HEHC SP RPT: AGE END DRUG/AL PROB--HD" ; +label variable ER38961 "HEHC SP RPT: OTR PSYCH PROB B4 AGE 1--HD" ; +label variable ER38962 "HEHC SP RPT: OTR PSYCH PROB AGE 1--HD" ; +label variable ER38963 "HEHC SP RPT: OTR PSYCH PROB AGE 2--HD" ; +label variable ER38964 "HEHC SP RPT: OTR PSYCH PROB AGE 3--HD" ; +label variable ER38965 "HEHC SP RPT: OTR PSYCH PROB AGE 4--HD" ; +label variable ER38966 "HEHC SP RPT: OTR PSYCH PROB AGE 5--HD" ; +label variable ER38967 "HEHC SP RPT: OTR PSYCH PROB AGE 6--HD" ; +label variable ER38968 "HEHC SP RPT: OTR PSYCH PROB AGE 7--HD" ; +label variable ER38969 "HEHC SP RPT: OTR PSYCH PROB AGE 8--HD" ; +label variable ER38970 "HEHC SP RPT: OTR PSYCH PROB AGE 9--HD" ; +label variable ER38971 "HEHC SP RPT: OTR PSYCH PROB AGE 10--HD" ; +label variable ER38972 "HEHC SP RPT: OTR PSYCH PROB AGE 11--HD" ; +label variable ER38973 "HEHC SP RPT: OTR PSYCH PROB AGE 12--HD" ; +label variable ER38974 "HEHC SP RPT: OTR PSYCH PROB AGE 13--HD" ; +label variable ER38975 "HEHC SP RPT: OTR PSYCH PROB AGE 14--HD" ; +label variable ER38976 "HEHC SP RPT: OTR PSYCH PROB AGE 15--HD" ; +label variable ER38977 "HEHC SP RPT: OTR PSYCH PROB AGE 16--HD" ; +label variable ER38978 "HEHC SP RPT: OTR PSYCH PROB AGE 17+--HD" ; +label variable ER38979 "HEHC SP RPT: AGE END OTR PSYCH PROB--HD" ; +label variable ER38980 "HEHC OTR RPT: YEAR 1ST REPORT--HD" ; +label variable ER38981 "HEHC OTR RPT: PAR SEP B4 AGE 1--HD" ; +label variable ER38982 "HEHC OTR RPT: PAR SEP AGE 1--HD" ; +label variable ER38983 "HEHC OTR RPT: PAR SEP AGE 2--HD" ; +label variable ER38984 "HEHC OTR RPT: PAR SEP AGE 3--HD" ; +label variable ER38985 "HEHC OTR RPT: PAR SEP AGE 4--HD" ; +label variable ER38986 "HEHC OTR RPT: PAR SEP AGE 5--HD" ; +label variable ER38987 "HEHC OTR RPT: PAR SEP AGE 6--HD" ; +label variable ER38988 "HEHC OTR RPT: PAR SEP AGE 7--HD" ; +label variable ER38989 "HEHC OTR RPT: PAR SEP AGE 8--HD" ; +label variable ER38990 "HEHC OTR RPT: PAR SEP AGE 9--HD" ; +label variable ER38991 "HEHC OTR RPT: PAR SEP AGE 10--HD" ; +label variable ER38992 "HEHC OTR RPT: PAR SEP AGE 11--HD" ; +label variable ER38993 "HEHC OTR RPT: PAR SEP AGE 12--HD" ; +label variable ER38994 "HEHC OTR RPT: PAR SEP AGE 13--HD" ; +label variable ER38995 "HEHC OTR RPT: PAR SEP AGE 14--HD" ; +label variable ER38996 "HEHC OTR RPT: PAR SEP AGE 15--HD" ; +label variable ER38997 "HEHC OTR RPT: PAR SEP AGE 16--HD" ; +label variable ER38998 "HEHC OTR RPT: MOVE B4 AGE 1--HD" ; +label variable ER38999 "HEHC OTR RPT: MOVE AGE 1--HD" ; +label variable ER39000 "HEHC OTR RPT: MOVE AGE 2--HD" ; +label variable ER39001 "HEHC OTR RPT: MOVE AGE 3--HD" ; +label variable ER39002 "HEHC OTR RPT: MOVE AGE 4--HD" ; +label variable ER39003 "HEHC OTR RPT: MOVE AGE 5--HD" ; +label variable ER39004 "HEHC OTR RPT: MOVE AGE 6--HD" ; +label variable ER39005 "HEHC OTR RPT: MOVE AGE 7--HD" ; +label variable ER39006 "HEHC OTR RPT: MOVE AGE 8--HD" ; +label variable ER39007 "HEHC OTR RPT: MOVE AGE 9--HD" ; +label variable ER39008 "HEHC OTR RPT: MOVE AGE 10--HD" ; +label variable ER39009 "HEHC OTR RPT: MOVE AGE 11--HD" ; +label variable ER39010 "HEHC OTR RPT: MOVE AGE 12--HD" ; +label variable ER39011 "HEHC OTR RPT: MOVE AGE 13--HD" ; +label variable ER39012 "HEHC OTR RPT: MOVE AGE 14--HD" ; +label variable ER39013 "HEHC OTR RPT: MOVE AGE 15--HD" ; +label variable ER39014 "HEHC OTR RPT: MOVE AGE 16--HD" ; +label variable ER39015 "HEHC OTR RPT: SCHOOL B4 AGE 1--HD" ; +label variable ER39016 "HEHC OTR RPT: SCHOOL AGE 1--HD" ; +label variable ER39017 "HEHC OTR RPT: SCHOOL AGE 2--HD" ; +label variable ER39018 "HEHC OTR RPT: SCHOOL AGE 3--HD" ; +label variable ER39019 "HEHC OTR RPT: SCHOOL AGE 4--HD" ; +label variable ER39020 "HEHC OTR RPT: SCHOOL AGE 5--HD" ; +label variable ER39021 "HEHC OTR RPT: SCHOOL AGE 6--HD" ; +label variable ER39022 "HEHC OTR RPT: SCHOOL AGE 7--HD" ; +label variable ER39023 "HEHC OTR RPT: SCHOOL AGE 8--HD" ; +label variable ER39024 "HEHC OTR RPT: SCHOOL AGE 9--HD" ; +label variable ER39025 "HEHC OTR RPT: SCHOOL AGE 10--HD" ; +label variable ER39026 "HEHC OTR RPT: SCHOOL AGE 11--HD" ; +label variable ER39027 "HEHC OTR RPT: SCHOOL AGE 12--HD" ; +label variable ER39028 "HEHC OTR RPT: SCHOOL AGE 13--HD" ; +label variable ER39029 "HEHC OTR RPT: SCHOOL AGE 14--HD" ; +label variable ER39030 "HEHC OTR RPT: SCHOOL AGE 15--HD" ; +label variable ER39031 "HEHC OTR RPT: SCHOOL AGE 16--HD" ; +label variable ER39032 "HEHC OTR RPT: ASTHMA B4 AGE 1--HD" ; +label variable ER39033 "HEHC OTR RPT: ASTHMA AGE 1--HD" ; +label variable ER39034 "HEHC OTR RPT: ASTHMA AGE 2--HD" ; +label variable ER39035 "HEHC OTR RPT: ASTHMA AGE 3--HD" ; +label variable ER39036 "HEHC OTR RPT: ASTHMA AGE 4--HD" ; +label variable ER39037 "HEHC OTR RPT: ASTHMA AGE 5--HD" ; +label variable ER39038 "HEHC OTR RPT: ASTHMA AGE 6--HD" ; +label variable ER39039 "HEHC OTR RPT: ASTHMA AGE 7--HD" ; +label variable ER39040 "HEHC OTR RPT: ASTHMA AGE 8--HD" ; +label variable ER39041 "HEHC OTR RPT: ASTHMA AGE 9--HD" ; +label variable ER39042 "HEHC OTR RPT: ASTHMA AGE 10--HD" ; +label variable ER39043 "HEHC OTR RPT: ASTHMA AGE 11--HD" ; +label variable ER39044 "HEHC OTR RPT: ASTHMA AGE 12--HD" ; +label variable ER39045 "HEHC OTR RPT: ASTHMA AGE 13--HD" ; +label variable ER39046 "HEHC OTR RPT: ASTHMA AGE 14--HD" ; +label variable ER39047 "HEHC OTR RPT: ASTHMA AGE 15--HD" ; +label variable ER39048 "HEHC OTR RPT: ASTHMA AGE 16--HD" ; +label variable ER39049 "HEHC OTR RPT: ASTHMA AGE 17+--HD" ; +label variable ER39050 "HEHC OTR RPT: AGE END ASTHMA--HD" ; +label variable ER39051 "HEHC OTR RPT: DIABETES B4 AGE 1--HD" ; +label variable ER39052 "HEHC OTR RPT: DIABETES AGE 1--HD" ; +label variable ER39053 "HEHC OTR RPT: DIABETES AGE 2--HD" ; +label variable ER39054 "HEHC OTR RPT: DIABETES AGE 3--HD" ; +label variable ER39055 "HEHC OTR RPT: DIABETES AGE 4--HD" ; +label variable ER39056 "HEHC OTR RPT: DIABETES AGE 5--HD" ; +label variable ER39057 "HEHC OTR RPT: DIABETES AGE 6--HD" ; +label variable ER39058 "HEHC OTR RPT: DIABETES AGE 7--HD" ; +label variable ER39059 "HEHC OTR RPT: DIABETES AGE 8--HD" ; +label variable ER39060 "HEHC OTR RPT: DIABETES AGE 9--HD" ; +label variable ER39061 "HEHC OTR RPT: DIABETES AGE 10--HD" ; +label variable ER39062 "HEHC OTR RPT: DIABETES AGE 11--HD" ; +label variable ER39063 "HEHC OTR RPT: DIABETES AGE 12--HD" ; +label variable ER39064 "HEHC OTR RPT: DIABETES AGE 13--HD" ; +label variable ER39065 "HEHC OTR RPT: DIABETES AGE 14--HD" ; +label variable ER39066 "HEHC OTR RPT: DIABETES AGE 15--HD" ; +label variable ER39067 "HEHC OTR RPT: DIABETES AGE 16--HD" ; +label variable ER39068 "HEHC OTR RPT: DIABETES AGE 17+--HD" ; +label variable ER39069 "HEHC OTR RPT: AGE END DIABETES--HD" ; +label variable ER39070 "HEHC OTR RPT: RESP DIS B4 AGE 1--HD" ; +label variable ER39071 "HEHC OTR RPT: RESP DIS AGE 1--HD" ; +label variable ER39072 "HEHC OTR RPT: RESP DIS AGE 2--HD" ; +label variable ER39073 "HEHC OTR RPT: RESP DIS AGE 3--HD" ; +label variable ER39074 "HEHC OTR RPT: RESP DIS AGE 4--HD" ; +label variable ER39075 "HEHC OTR RPT: RESP DIS AGE 5--HD" ; +label variable ER39076 "HEHC OTR RPT: RESP DIS AGE 6--HD" ; +label variable ER39077 "HEHC OTR RPT: RESP DIS AGE 7--HD" ; +label variable ER39078 "HEHC OTR RPT: RESP DIS AGE 8--HD" ; +label variable ER39079 "HEHC OTR RPT: RESP DIS AGE 9--HD" ; +label variable ER39080 "HEHC OTR RPT: RESP DIS AGE 10--HD" ; +label variable ER39081 "HEHC OTR RPT: RESP DIS AGE 11--HD" ; +label variable ER39082 "HEHC OTR RPT: RESP DIS AGE 12--HD" ; +label variable ER39083 "HEHC OTR RPT: RESP DIS AGE 13--HD" ; +label variable ER39084 "HEHC OTR RPT: RESP DIS AGE 14--HD" ; +label variable ER39085 "HEHC OTR RPT: RESP DIS AGE 15--HD" ; +label variable ER39086 "HEHC OTR RPT: RESP DIS AGE 16--HD" ; +label variable ER39087 "HEHC OTR RPT: RESP DIS AGE 17+--HD" ; +label variable ER39088 "HEHC OTR RPT: AGE END RESP DIS--HD" ; +label variable ER39089 "HEHC OTR RPT: SPCH IMPAIR B4 AGE 1--HD" ; +label variable ER39090 "HEHC OTR RPT: SPCH IMPAIR AGE 1--HD" ; +label variable ER39091 "HEHC OTR RPT: SPCH IMPAIR AGE 2--HD" ; +label variable ER39092 "HEHC OTR RPT: SPCH IMPAIR AGE 3--HD" ; +label variable ER39093 "HEHC OTR RPT: SPCH IMPAIR AGE 4--HD" ; +label variable ER39094 "HEHC OTR RPT: SPCH IMPAIR AGE 5--HD" ; +label variable ER39095 "HEHC OTR RPT: SPCH IMPAIR AGE 6--HD" ; +label variable ER39096 "HEHC OTR RPT: SPCH IMPAIR AGE 7--HD" ; +label variable ER39097 "HEHC OTR RPT: SPCH IMPAIR AGE 8--HD" ; +label variable ER39098 "HEHC OTR RPT: SPCH IMPAIR AGE 9--HD" ; +label variable ER39099 "HEHC OTR RPT: SPCH IMPAIR AGE 10--HD" ; +label variable ER39100 "HEHC OTR RPT: SPCH IMPAIR AGE 11--HD" ; +label variable ER39101 "HEHC OTR RPT: SPCH IMPAIR AGE 12--HD" ; +label variable ER39102 "HEHC OTR RPT: SPCH IMPAIR AGE 13--HD" ; +label variable ER39103 "HEHC OTR RPT: SPCH IMPAIR AGE 14--HD" ; +label variable ER39104 "HEHC OTR RPT: SPCH IMPAIR AGE 15--HD" ; +label variable ER39105 "HEHC OTR RPT: SPCH IMPAIR AGE 16--HD" ; +label variable ER39106 "HEHC OTR RPT: SPCH IMPAIR AGE 17+--HD" ; +label variable ER39107 "HEHC OTR RPT: AGE END SPCH IMPAIR--HD" ; +label variable ER39108 "HEHC OTR RPT: ALLERGY B4 AGE 1--HD" ; +label variable ER39109 "HEHC OTR RPT: ALLERGY AGE 1--HD" ; +label variable ER39110 "HEHC OTR RPT: ALLERGY AGE 2--HD" ; +label variable ER39111 "HEHC OTR RPT: ALLERGY AGE 3--HD" ; +label variable ER39112 "HEHC OTR RPT: ALLERGY AGE 4--HD" ; +label variable ER39113 "HEHC OTR RPT: ALLERGY AGE 5--HD" ; +label variable ER39114 "HEHC OTR RPT: ALLERGY AGE 6--HD" ; +label variable ER39115 "HEHC OTR RPT: ALLERGY AGE 7--HD" ; +label variable ER39116 "HEHC OTR RPT: ALLERGY AGE 8--HD" ; +label variable ER39117 "HEHC OTR RPT: ALLERGY AGE 9--HD" ; +label variable ER39118 "HEHC OTR RPT: ALLERGY AGE 10--HD" ; +label variable ER39119 "HEHC OTR RPT: ALLERGY AGE 11--HD" ; +label variable ER39120 "HEHC OTR RPT: ALLERGY AGE 12--HD" ; +label variable ER39121 "HEHC OTR RPT: ALLERGY AGE 13--HD" ; +label variable ER39122 "HEHC OTR RPT: ALLERGY AGE 14--HD" ; +label variable ER39123 "HEHC OTR RPT: ALLERGY AGE 15--HD" ; +label variable ER39124 "HEHC OTR RPT: ALLERGY AGE 16--HD" ; +label variable ER39125 "HEHC OTR RPT: ALLERGY AGE 17+--HD" ; +label variable ER39126 "HEHC OTR RPT: AGE END ALLERGY--HD" ; +label variable ER39127 "HEHC OTR RPT: HEART TRBL B4 AGE 1--HD" ; +label variable ER39128 "HEHC OTR RPT: HEART TRBL AGE 1--HD" ; +label variable ER39129 "HEHC OTR RPT: HEART TRBL AGE 2--HD" ; +label variable ER39130 "HEHC OTR RPT: HEART TRBL AGE 3--HD" ; +label variable ER39131 "HEHC OTR RPT: HEART TRBL AGE 4--HD" ; +label variable ER39132 "HEHC OTR RPT: HEART TRBL AGE 5--HD" ; +label variable ER39133 "HEHC OTR RPT: HEART TRBL AGE 6--HD" ; +label variable ER39134 "HEHC OTR RPT: HEART TRBL AGE 7--HD" ; +label variable ER39135 "HEHC OTR RPT: HEART TRBL AGE 8--HD" ; +label variable ER39136 "HEHC OTR RPT: HEART TRBL AGE 9--HD" ; +label variable ER39137 "HEHC OTR RPT: HEART TRBL AGE 10--HD" ; +label variable ER39138 "HEHC OTR RPT: HEART TRBL AGE 11--HD" ; +label variable ER39139 "HEHC OTR RPT: HEART TRBL AGE 12--HD" ; +label variable ER39140 "HEHC OTR RPT: HEART TRBL AGE 13--HD" ; +label variable ER39141 "HEHC OTR RPT: HEART TRBL AGE 14--HD" ; +label variable ER39142 "HEHC OTR RPT: HEART TRBL AGE 15--HD" ; +label variable ER39143 "HEHC OTR RPT: HEART TRBL AGE 16--HD" ; +label variable ER39144 "HEHC OTR RPT: HEART TRBL AGE 17+--HD" ; +label variable ER39145 "HEHC OTR RPT: AGE END HEART TRBL--HD" ; +label variable ER39146 "HEHC OTR RPT: EAR PROBS B4 AGE 1--HD" ; +label variable ER39147 "HEHC OTR RPT: EAR PROBS AGE 1--HD" ; +label variable ER39148 "HEHC OTR RPT: EAR PROBS AGE 2--HD" ; +label variable ER39149 "HEHC OTR RPT: EAR PROBS AGE 3--HD" ; +label variable ER39150 "HEHC OTR RPT: EAR PROBS AGE 4--HD" ; +label variable ER39151 "HEHC OTR RPT: EAR PROBS AGE 5--HD" ; +label variable ER39152 "HEHC OTR RPT: EAR PROBS AGE 6--HD" ; +label variable ER39153 "HEHC OTR RPT: EAR PROBS AGE 7--HD" ; +label variable ER39154 "HEHC OTR RPT: EAR PROBS AGE 8--HD" ; +label variable ER39155 "HEHC OTR RPT: EAR PROBS AGE 9--HD" ; +label variable ER39156 "HEHC OTR RPT: EAR PROBS AGE 10--HD" ; +label variable ER39157 "HEHC OTR RPT: EAR PROBS AGE 11--HD" ; +label variable ER39158 "HEHC OTR RPT: EAR PROBS AGE 12--HD" ; +label variable ER39159 "HEHC OTR RPT: EAR PROBS AGE 13--HD" ; +label variable ER39160 "HEHC OTR RPT: EAR PROBS AGE 14--HD" ; +label variable ER39161 "HEHC OTR RPT: EAR PROBS AGE 15--HD" ; +label variable ER39162 "HEHC OTR RPT: EAR PROBS AGE 16--HD" ; +label variable ER39163 "HEHC OTR RPT: EAR PROBS AGE 17+--HD" ; +label variable ER39164 "HEHC OTR RPT: AGE END EAR PROBS--HD" ; +label variable ER39165 "HEHC OTR RPT: EPILEPSY B4 AGE 1--HD" ; +label variable ER39166 "HEHC OTR RPT: EPILEPSY AGE 1--HD" ; +label variable ER39167 "HEHC OTR RPT: EPILEPSY AGE 2--HD" ; +label variable ER39168 "HEHC OTR RPT: EPILEPSY AGE 3--HD" ; +label variable ER39169 "HEHC OTR RPT: EPILEPSY AGE 4--HD" ; +label variable ER39170 "HEHC OTR RPT: EPILEPSY AGE 5--HD" ; +label variable ER39171 "HEHC OTR RPT: EPILEPSY AGE 6--HD" ; +label variable ER39172 "HEHC OTR RPT: EPILEPSY AGE 7--HD" ; +label variable ER39173 "HEHC OTR RPT: EPILEPSY AGE 8--HD" ; +label variable ER39174 "HEHC OTR RPT: EPILEPSY AGE 9--HD" ; +label variable ER39175 "HEHC OTR RPT: EPILEPSY AGE 10--HD" ; +label variable ER39176 "HEHC OTR RPT: EPILEPSY AGE 11--HD" ; +label variable ER39177 "HEHC OTR RPT: EPILEPSY AGE 12--HD" ; +label variable ER39178 "HEHC OTR RPT: EPILEPSY AGE 13--HD" ; +label variable ER39179 "HEHC OTR RPT: EPILEPSY AGE 14--HD" ; +label variable ER39180 "HEHC OTR RPT: EPILEPSY AGE 15--HD" ; +label variable ER39181 "HEHC OTR RPT: EPILEPSY AGE 16--HD" ; +label variable ER39182 "HEHC OTR RPT: EPILEPSY AGE 17+--HD" ; +label variable ER39183 "HEHC OTR RPT: AGE END EPILEPSY--HD" ; +label variable ER39184 "HEHC OTR RPT: HEADACHE B4 AGE 1--HD" ; +label variable ER39185 "HEHC OTR RPT: HEADACHE AGE 1--HD" ; +label variable ER39186 "HEHC OTR RPT: HEADACHE AGE 2--HD" ; +label variable ER39187 "HEHC OTR RPT: HEADACHE AGE 3--HD" ; +label variable ER39188 "HEHC OTR RPT: HEADACHE AGE 4--HD" ; +label variable ER39189 "HEHC OTR RPT: HEADACHE AGE 5--HD" ; +label variable ER39190 "HEHC OTR RPT: HEADACHE AGE 6--HD" ; +label variable ER39191 "HEHC OTR RPT: HEADACHE AGE 7--HD" ; +label variable ER39192 "HEHC OTR RPT: HEADACHE AGE 8--HD" ; +label variable ER39193 "HEHC OTR RPT: HEADACHE AGE 9--HD" ; +label variable ER39194 "HEHC OTR RPT: HEADACHE AGE 10--HD" ; +label variable ER39195 "HEHC OTR RPT: HEADACHE AGE 11--HD" ; +label variable ER39196 "HEHC OTR RPT: HEADACHE AGE 12--HD" ; +label variable ER39197 "HEHC OTR RPT: HEADACHE AGE 13--HD" ; +label variable ER39198 "HEHC OTR RPT: HEADACHE AGE 14--HD" ; +label variable ER39199 "HEHC OTR RPT: HEADACHE AGE 15--HD" ; +label variable ER39200 "HEHC OTR RPT: HEADACHE AGE 16--HD" ; +label variable ER39201 "HEHC OTR RPT: HEADACHE AGE 17+--HD" ; +label variable ER39202 "HEHC OTR RPT: AGE END HEADACHE--HD" ; +label variable ER39203 "HEHC OTR RPT: STOM PROB B4 AGE 1--HD" ; +label variable ER39204 "HEHC OTR RPT: STOM PROB AGE 1--HD" ; +label variable ER39205 "HEHC OTR RPT: STOM PROB AGE 2--HD" ; +label variable ER39206 "HEHC OTR RPT: STOM PROB AGE 3--HD" ; +label variable ER39207 "HEHC OTR RPT: STOM PROB AGE 4--HD" ; +label variable ER39208 "HEHC OTR RPT: STOM PROB AGE 5--HD" ; +label variable ER39209 "HEHC OTR RPT: STOM PROB AGE 6--HD" ; +label variable ER39210 "HEHC OTR RPT: STOM PROB AGE 7--HD" ; +label variable ER39211 "HEHC OTR RPT: STOM PROB AGE 8--HD" ; +label variable ER39212 "HEHC OTR RPT: STOM PROB AGE 9--HD" ; +label variable ER39213 "HEHC OTR RPT: STOM PROB AGE 10--HD" ; +label variable ER39214 "HEHC OTR RPT: STOM PROB AGE 11--HD" ; +label variable ER39215 "HEHC OTR RPT: STOM PROB AGE 12--HD" ; +label variable ER39216 "HEHC OTR RPT: STOM PROB AGE 13--HD" ; +label variable ER39217 "HEHC OTR RPT: STOM PROB AGE 14--HD" ; +label variable ER39218 "HEHC OTR RPT: STOM PROB AGE 15--HD" ; +label variable ER39219 "HEHC OTR RPT: STOM PROB AGE 16--HD" ; +label variable ER39220 "HEHC OTR RPT: STOM PROB AGE 17+--HD" ; +label variable ER39221 "HEHC OTR RPT: AGE END STOM PROB--HD" ; +label variable ER39222 "HEHC OTR RPT: HGH BLOOD PR B4 AGE 1--HD" ; +label variable ER39223 "HEHC OTR RPT: HGH BLOOD PR AGE 1--HD" ; +label variable ER39224 "HEHC OTR RPT: HGH BLOOD PR AGE 2--HD" ; +label variable ER39225 "HEHC OTR RPT: HGH BLOOD PR AGE 3--HD" ; +label variable ER39226 "HEHC OTR RPT: HGH BLOOD PR AGE 4--HD" ; +label variable ER39227 "HEHC OTR RPT: HGH BLOOD PR AGE 5--HD" ; +label variable ER39228 "HEHC OTR RPT: HGH BLOOD PR AGE 6--HD" ; +label variable ER39229 "HEHC OTR RPT: HGH BLOOD PR AGE 7--HD" ; +label variable ER39230 "HEHC OTR RPT: HGH BLOOD PR AGE 8--HD" ; +label variable ER39231 "HEHC OTR RPT: HGH BLOOD PR AGE 9--HD" ; +label variable ER39232 "HEHC OTR RPT: HGH BLOOD PR AGE 10--HD" ; +label variable ER39233 "HEHC OTR RPT: HGH BLOOD PR AGE 11--HD" ; +label variable ER39234 "HEHC OTR RPT: HGH BLOOD PR AGE 12--HD" ; +label variable ER39235 "HEHC OTR RPT: HGH BLOOD PR AGE 13--HD" ; +label variable ER39236 "HEHC OTR RPT: HGH BLOOD PR AGE 14--HD" ; +label variable ER39237 "HEHC OTR RPT: HGH BLOOD PR AGE 15--HD" ; +label variable ER39238 "HEHC OTR RPT: HGH BLOOD PR AGE 16--HD" ; +label variable ER39239 "HEHC OTR RPT: HGH BLOOD PR AGE 17+--HD" ; +label variable ER39240 "HEHC OTR RPT: AGE END HGH BLD PR--HD" ; +label variable ER39241 "HEHC OTR RPT: DEPRESSION B4 AGE 1--HD" ; +label variable ER39242 "HEHC OTR RPT: DEPRESSION AGE 1--HD" ; +label variable ER39243 "HEHC OTR RPT: DEPRESSION AGE 2--HD" ; +label variable ER39244 "HEHC OTR RPT: DEPRESSION AGE 3--HD" ; +label variable ER39245 "HEHC OTR RPT: DEPRESSION AGE 4--HD" ; +label variable ER39246 "HEHC OTR RPT: DEPRESSION AGE 5--HD" ; +label variable ER39247 "HEHC OTR RPT: DEPRESSION AGE 6--HD" ; +label variable ER39248 "HEHC OTR RPT: DEPRESSION AGE 7--HD" ; +label variable ER39249 "HEHC OTR RPT: DEPRESSION AGE 8--HD" ; +label variable ER39250 "HEHC OTR RPT: DEPRESSION AGE 9--HD" ; +label variable ER39251 "HEHC OTR RPT: DEPRESSION AGE 10--HD" ; +label variable ER39252 "HEHC OTR RPT: DEPRESSION AGE 11--HD" ; +label variable ER39253 "HEHC OTR RPT: DEPRESSION AGE 12--HD" ; +label variable ER39254 "HEHC OTR RPT: DEPRESSION AGE 13--HD" ; +label variable ER39255 "HEHC OTR RPT: DEPRESSION AGE 14--HD" ; +label variable ER39256 "HEHC OTR RPT: DEPRESSION AGE 15--HD" ; +label variable ER39257 "HEHC OTR RPT: DEPRESSION AGE 16--HD" ; +label variable ER39258 "HEHC OTR RPT: DEPRESSION AGE 17+--HD" ; +label variable ER39259 "HEHC OTR RPT: AGE END DEPRESSION--HD" ; +label variable ER39260 "HEHC OTR RPT: DRUG/AL PROB B4 AGE 1--HD" ; +label variable ER39261 "HEHC OTR RPT: DRUG/AL PROB AGE 1--HD" ; +label variable ER39262 "HEHC OTR RPT: DRUG/AL PROB AGE 2--HD" ; +label variable ER39263 "HEHC OTR RPT: DRUG/AL PROB AGE 3--HD" ; +label variable ER39264 "HEHC OTR RPT: DRUG/AL PROB AGE 4--HD" ; +label variable ER39265 "HEHC OTR RPT: DRUG/AL PROB AGE 5--HD" ; +label variable ER39266 "HEHC OTR RPT: DRUG/AL PROB AGE 6--HD" ; +label variable ER39267 "HEHC OTR RPT: DRUG/AL PROB AGE 7--HD" ; +label variable ER39268 "HEHC OTR RPT: DRUG/AL PROB AGE 8--HD" ; +label variable ER39269 "HEHC OTR RPT: DRUG/AL PROB AGE 9--HD" ; +label variable ER39270 "HEHC OTR RPT: DRUG/AL PROB AGE 10--HD" ; +label variable ER39271 "HEHC OTR RPT: DRUG/AL PROB AGE 11--HD" ; +label variable ER39272 "HEHC OTR RPT: DRUG/AL PROB AGE 12--HD" ; +label variable ER39273 "HEHC OTR RPT: DRUG/AL PROB AGE 13--HD" ; +label variable ER39274 "HEHC OTR RPT: DRUG/AL PROB AGE 14--HD" ; +label variable ER39275 "HEHC OTR RPT: DRUG/AL PROB AGE 15--HD" ; +label variable ER39276 "HEHC OTR RPT: DRUG/AL PROB AGE 16--HD" ; +label variable ER39277 "HEHC OTR RPT: DRUG/AL PROB AGE 17+--HD" ; +label variable ER39278 "HEHC OTR RPT: AGE END DRUG/AL PROB--HD" ; +label variable ER39279 "HEHC OTR RPT: OTR PSYCH PROB B4 AGE 1--H" ; +label variable ER39280 "HEHC OTR RPT: OTR PSYCH PROB AGE 1--HD" ; +label variable ER39281 "HEHC OTR RPT: OTR PSYCH PROB AGE 2--HD" ; +label variable ER39282 "HEHC OTR RPT: OTR PSYCH PROB AGE 3--HD" ; +label variable ER39283 "HEHC OTR RPT: OTR PSYCH PROB AGE 4--HD" ; +label variable ER39284 "HEHC OTR RPT: OTR PSYCH PROB AGE 5--HD" ; +label variable ER39285 "HEHC OTR RPT: OTR PSYCH PROB AGE 6--HD" ; +label variable ER39286 "HEHC OTR RPT: OTR PSYCH PROB AGE 7--HD" ; +label variable ER39287 "HEHC OTR RPT: OTR PSYCH PROB AGE 8--HD" ; +label variable ER39288 "HEHC OTR RPT: OTR PSYCH PROB AGE 9--HD" ; +label variable ER39289 "HEHC OTR RPT: OTR PSYCH PROB AGE 10--HD" ; +label variable ER39290 "HEHC OTR RPT: OTR PSYCH PROB AGE 11--HD" ; +label variable ER39291 "HEHC OTR RPT: OTR PSYCH PROB AGE 12--HD" ; +label variable ER39292 "HEHC OTR RPT: OTR PSYCH PROB AGE 13--HD" ; +label variable ER39293 "HEHC OTR RPT: OTR PSYCH PROB AGE 14--HD" ; +label variable ER39294 "HEHC OTR RPT: OTR PSYCH PROB AGE 15--HD" ; +label variable ER39295 "HEHC OTR RPT: OTR PSYCH PROB AGE 16--HD" ; +label variable ER39296 "HEHC OTR RPT: OTR PSYCH PROB AGE 17+--HD" ; +label variable ER39297 "HEHC OTR RPT: AGE END OTR PSYCH PROB--HD" ; +label variable ER39298 "H24 WTR WIFE IN FU NOW" ; +label variable ER39299 "H1 HEALTH STATUS-WIFE" ; +label variable ER39300 "H1A WTR HLTH BETTER/WORSE-WIFE" ; +label variable ER39301 "H1B WTR HEALTH BETTER-WIFE" ; +label variable ER39302 "H1C WTR HEALTH WORSE-WIFE" ; +label variable ER39303 "H2 WTR TYPE/AMT WORK LIMITED-WIFE" ; +label variable ER39304 "H3 WTR UNABLE TO DO SOME TYPES WORK-WF" ; +label variable ER39305 "H4 WTR LIMIT AMT WORK CAN DO-WIFE" ; +label variable ER39306 "H5A WTR HAD STROKE-WIFE" ; +label variable ER39307 "H6A1 AGE AT FIRST STROKE-WIFE" ; +label variable ER39308 "H6A2 WTR SECOND STROKE-WIFE" ; +label variable ER39309 "H7A WTR STROKE LIMIT DAILY ACTIVITY-WF" ; +label variable ER39310 "H5B WTR HEART ATTACK-WIFE" ; +label variable ER39311 "H6B1 AGE AT FIRST HEART ATTACK-WF" ; +label variable ER39312 "H6B2 WTR SECOND HEART ATTACK-WF" ; +label variable ER39313 "H7B WTR HRT ATTACK LIMIT ACTIVITY-WF" ; +label variable ER39314 "H5C WTR HEART DISEASE-WIFE" ; +label variable ER39315 "H6C1 AGE FIRST HAD HEART DISEASE-WF" ; +label variable ER39316 "H6C2 WTR HRT DISEASE GOT WORSE-WF" ; +label variable ER39317 "H7C WTR HRT DISEASE LIMIT ACTIVITY-WF" ; +label variable ER39318 "H5D WTR HYPERTENSION-WIFE" ; +label variable ER39319 "H6D1 AGE FIRST HAD HYPERTENSION-WF" ; +label variable ER39320 "H6D2 WTR HYPERTENSION GOT WORSE-WF" ; +label variable ER39321 "H7D WTR HYPERTENSION LIMIT ACTIVITY-WF" ; +label variable ER39322 "H5E WTR ASTHMA-WIFE" ; +label variable ER39323 "H6E1 AGE FIRST HAD ASTHMA-WIFE" ; +label variable ER39324 "H6E2 WTR ASTHMA GOT WORSE-WIFE" ; +label variable ER39325 "H7E WTR ASTHMA LIMIT DAILY ACTIVITY-WF" ; +label variable ER39326 "H5F WTR LUNG DISEASE-WIFE" ; +label variable ER39327 "H6F1 AGE FIRST HAD LUNG DISEASE-WF" ; +label variable ER39328 "H6F2 WTR LUNG DISEASE GOT WORSE-WF" ; +label variable ER39329 "H7F WTR LUNG DISEASE LIMIT ACTIVITY-WF" ; +label variable ER39330 "H5G WTR DIABETES-WIFE" ; +label variable ER39331 "H6G1 AGE FIRST HAD DIABETES-WIFE" ; +label variable ER39332 "H6G2 WTR DIABETES GOT WORSE-WIFE" ; +label variable ER39333 "H7G WTR DIABETES LIMIT ACTIVITY-WF" ; +label variable ER39334 "H5H WTR ARTHRITIS-WIFE" ; +label variable ER39335 "H6H1 AGE FIRST HAD ARTHRITIS-WIFE" ; +label variable ER39336 "H6H2 WTR ARTHRITIS GOT WORSE-WIFE" ; +label variable ER39337 "H7H WTR ARTHRITIS LIMIT ACTIVITY-WF" ; +label variable ER39338 "H5I WTR MENTAL LOSS-WIFE" ; +label variable ER39339 "H6I1 AGE FIRST HAD MEMORY LOSS-WF" ; +label variable ER39340 "H6I2 WTR MEMORY LOSS GOT WORSE-WF" ; +label variable ER39341 "H7I WTR MEMORY LOSS LIMIT ACTIVITY-WF" ; +label variable ER39342 "H5J WTR LEARNING DISORDER-WIFE" ; +label variable ER39343 "H6J1 AGE FIRST HAD LRNG DISORDER-WF" ; +label variable ER39344 "H6J2 WTR LRNG DISORDER GOT WORSE-WF" ; +label variable ER39345 "H7J WTR LRNG DISORDR LIMIT ACTIVITY-WF" ; +label variable ER39346 "H5K WTR CANCER-WIFE" ; +label variable ER39347 "H6K1 AGE FIRST HAD CANCER-WIFE" ; +label variable ER39348 "H6K2 WTR CANCER GOT WORSE-WIFE" ; +label variable ER39349 "H6K3 WTR TREATING, RMSSN, OR CURED-WF" ; +label variable ER39350 "H6K4 TYPE OF CANCER MENTION 1-WIFE" ; +label variable ER39351 "H6K4 TYPE OF CANCER MENTION 2-WIFE" ; +label variable ER39352 "H7K WTR CANCER LIMIT ACTIVITY-WIFE" ; +label variable ER39353 "H5L WTR PSYCH PROBLEM-WIFE" ; +label variable ER39354 "H6L1 AGE FIRST HAD PSYCH PROB-WIFE" ; +label variable ER39355 "H6L2 TYPE OF PSYCH PROB MENTION 1-WF" ; +label variable ER39356 "H6L2 TYPE OF PSYCH PROB MENTION 2-WF" ; +label variable ER39357 "H6L2 TYPE OF PSYCH PROB MENTION 3-WF" ; +label variable ER39358 "H6L3 WTR PSYCH PROB GOT WORSE-WF" ; +label variable ER39359 "H7L WTR PSYCH PROB LIMIT ACTIVITY-WF" ; +label variable ER39360 "H5M WTR OTR CHRONIC CONDITION-WF" ; +label variable ER39361 "H6M2 AGE FIRST HAD CHRON COND-WIFE" ; +label variable ER39362 "H6M3 WTR CHRON COND GOT WORSE-WF" ; +label variable ER39363 "H7M WTR CHRON COND LIMIT ACTIVITY-WF" ; +label variable ER39364 "H8 WTR HOSPITALIZED IN 2004-WIFE" ; +label variable ER39365 "H8A # NIGHTS HOSPITALIZED-WIFE" ; +label variable ER39366 "H8A # WEEKS HOSPITALIZED-WIFE" ; +label variable ER39367 "H9A WTR PROBLEM BATHING-WIFE" ; +label variable ER39368 "H10A1 WTR SOMEONE HELPS BATHE-WF" ; +label variable ER39369 "H10A2 WTR NEED EQUIP TO BATHE-WF" ; +label variable ER39370 "H9B WTR PROBLEM DRESSING-WIFE" ; +label variable ER39371 "H10B1 WTR SOMEONE HELPS DRESS-WF" ; +label variable ER39372 "H10B2 WTR NEED EQUIP TO DRESS-WF" ; +label variable ER39373 "H9C WTR PROBLEM EATING-WIFE" ; +label variable ER39374 "H10C1 WTR SOMEONE HELPS EATNG-WF" ; +label variable ER39375 "H10C2 WTR NEED EQUIP TO EAT-WF" ; +label variable ER39376 "H9D WTR PROB GET IN/OUT BED/CHAIR-WF" ; +label variable ER39377 "H10D1 WTR SOMEONE HELPS BED/CHAIR-WF" ; +label variable ER39378 "H10D2 WTR NEED EQUIP FOR BED/CHAIR-WF" ; +label variable ER39379 "H9E WTR PROBLEM WALKING-WIFE" ; +label variable ER39380 "H10E1 WTR SOMEONE HELPS WALK-WF" ; +label variable ER39381 "H10E2 WTR NEED EQUIP TO WALK-WF" ; +label variable ER39382 "H9F WTR PROBLEM GETTING OUTSIDE-WF" ; +label variable ER39383 "H10F1 WTR SOMEONE HELPS GET OUT-WF" ; +label variable ER39384 "H10F2 WTR NEED EQUIP TO GO OUTSIDE-WF" ; +label variable ER39385 "H9G WTR PROBLEM USE TOILET-WF" ; +label variable ER39386 "H10G1 WTR SOMEONE HELPS TOILET-WF" ; +label variable ER39387 "H10G2 WTR NEED EQUIP TO USE TOILET-WF" ; +label variable ER39388 "H11A WTR DIFFICULT PREPARE MEALS-WF" ; +label variable ER39389 "H11B HEALTH/PHYSICAL PROBLEM?-WF" ; +label variable ER39390 "H11C WTR DIFFICULT SHOPPING-WF" ; +label variable ER39391 "H11D HEALTH/PHYSICAL PROBLEM?-WF" ; +label variable ER39392 "H11E WTR DIFFICULT MANAGE MONEY-WF" ; +label variable ER39393 "H11F HEALTH/PHYSICAL PROBLEM?-WF" ; +label variable ER39394 "H11G WTR TELEPHONE DIFFICULT-WF" ; +label variable ER39395 "H11H HEALTH/PHYSICAL PROBLEM?-WF" ; +label variable ER39396 "H11J WTR HEAVY HSWRK DIFFICULT-WF" ; +label variable ER39397 "H11K HEALTH/PHYSICAL PROBLEM?-WF" ; +label variable ER39398 "H11L WTR LIGHT HSWRK DIFFICULT-WF" ; +label variable ER39399 "H11M HEALTH/PHYSICAL PROBLEM?-WF" ; +label variable ER39400 "H12A FREQ OF HVY PHYSICAL ACTIVITY-WF" ; +label variable ER39401 "H12A TIME UNIT FOR HVY PHYS ACTIVITY-WF" ; +label variable ER39402 "H12B FREQ OF LITE PHYSICAL ACTIVITY-WF" ; +label variable ER39403 "H12B TIME UNIT FOR LITE PHYS ACTIVITY-WF" ; +label variable ER39404 "H12C FREQ OF STRENGTH PHYS ACTIVITY-WF" ; +label variable ER39405 "H12C TIME UNIT STRNGTH PHYS ACTVTY-WF" ; +label variable ER39406 "H13 WTR SMOKE CIGARETTES-WF" ; +label variable ER39407 "H14 # CIGARETTES PER DAY-WF" ; +label variable ER39408 "H15 AGE WHEN FIRST SMOKED-WF" ; +label variable ER39409 "H16 WTR EVER SMOKED CIGARETTES-WF" ; +label variable ER39410 "H17 # CIGARETTES PER DAY-WF" ; +label variable ER39411 "H18 AGE LAST SMOKED REGULARLY-WF" ; +label variable ER39412 "H19 AGE FIRST SMOKED REGULARLY-WF" ; +label variable ER39413 "H20 WTR DRINK ALCOHOL-WIFE" ; +label variable ER39414 "H21A HOW OFTEN HAVE DRINKS-WF" ; +label variable ER39415 "H21B # ALCOHOLIC DRINKS PER DAY-WF" ; +label variable ER39416 "H21C # DAYS HAD 4-5 DRINKS-WIFE" ; +label variable ER39417 "H22 WEIGHT--WIFE" ; +label variable ER39418 "H23 HEIGHT-FEET--WIFE" ; +label variable ER39419 "H23 HEIGHT-INCHES--WIFE" ; +label variable ER39420 "H25W HEALTH STATUS B4 AGE 17--WF" ; +label variable ER39421 "H26W WTR MISSED MO OR MORE SCHOOL--WF" ; +label variable ER39422 "H27W WTR MEASLES B4 AGE 17--WF" ; +label variable ER39423 "H28W WTR MUMPS B4 AGE 17--WF" ; +label variable ER39424 "H29W WTR CHICKEN POX B4 AGE 17--WF" ; +label variable ER39425 "H30W WTR DIFF SEEING B4 AGE 17--WF" ; +label variable ER39426 "H31W PARENTS SMOKED B4 WF AGE 17?--WF" ; +label variable ER39427 "H32W WTR ASTHMA B4 AGE 17--WF" ; +label variable ER39428 "H33W WTR DIABETES B4 AGE 17--WF" ; +label variable ER39429 "H34W WTR RESP DIS B4 AGE 17--WF" ; +label variable ER39430 "H35W WTR SPCH IMPAIR B4 AGE 17--WF" ; +label variable ER39431 "H36W WTR ALLERGY B4 AGE 17--WF" ; +label variable ER39432 "H37W WTR HEART TRBL B4 AGE 17--WF" ; +label variable ER39433 "H38W WTR EAR PROB B4 AGE 17--WF" ; +label variable ER39434 "H39W WTR EPILEPSY B4 AGE 17--WF" ; +label variable ER39435 "H40W WTR HEADACHE B4 AGE 17--WF" ; +label variable ER39436 "H41W WTR STOM PROB B4 AGE 17--WF" ; +label variable ER39437 "H42W WTR HGH BLOOD PR B4 AGE 17--WF" ; +label variable ER39438 "H43W WTR DEPRESSION B4 AGE 17--WF" ; +label variable ER39439 "H44W WTR DRUG/AL PROB B4 AGE 17--WF" ; +label variable ER39440 "H45W WTR OTR PSYCW PROB B4 AGE 17--WF" ; +label variable ER39441 "HEHC SLF RPT: YEAR 1ST REPORT--WF" ; +label variable ER39442 "HEHC SLF RPT: PAR SEP B4 AGE 1--WF" ; +label variable ER39443 "HEHC SLF RPT: PAR SEP AGE 1--WF" ; +label variable ER39444 "HEHC SLF RPT: PAR SEP AGE 2--WF" ; +label variable ER39445 "HEHC SLF RPT: PAR SEP AGE 3--WF" ; +label variable ER39446 "HEHC SLF RPT: PAR SEP AGE 4--WF" ; +label variable ER39447 "HEHC SLF RPT: PAR SEP AGE 5--WF" ; +label variable ER39448 "HEHC SLF RPT: PAR SEP AGE 6--WF" ; +label variable ER39449 "HEHC SLF RPT: PAR SEP AGE 7--WF" ; +label variable ER39450 "HEHC SLF RPT: PAR SEP AGE 8--WF" ; +label variable ER39451 "HEHC SLF RPT: PAR SEP AGE 9--WF" ; +label variable ER39452 "HEHC SLF RPT: PAR SEP AGE 10--WF" ; +label variable ER39453 "HEHC SLF RPT: PAR SEP AGE 11--WF" ; +label variable ER39454 "HEHC SLF RPT: PAR SEP AGE 12--WF" ; +label variable ER39455 "HEHC SLF RPT: PAR SEP AGE 13--WF" ; +label variable ER39456 "HEHC SLF RPT: PAR SEP AGE 14--WF" ; +label variable ER39457 "HEHC SLF RPT: PAR SEP AGE 15--WF" ; +label variable ER39458 "HEHC SLF RPT: PAR SEP AGE 16--WF" ; +label variable ER39459 "HEHC SLF RPT: MOVE B4 AGE 1--WF" ; +label variable ER39460 "HEHC SLF RPT: MOVE AGE 1--WF" ; +label variable ER39461 "HEHC SLF RPT: MOVE AGE 2--WF" ; +label variable ER39462 "HEHC SLF RPT: MOVE AGE 3--WF" ; +label variable ER39463 "HEHC SLF RPT: MOVE AGE 4--WF" ; +label variable ER39464 "HEHC SLF RPT: MOVE AGE 5--WF" ; +label variable ER39465 "HEHC SLF RPT: MOVE AGE 6--WF" ; +label variable ER39466 "HEHC SLF RPT: MOVE AGE 7--WF" ; +label variable ER39467 "HEHC SLF RPT: MOVE AGE 8--WF" ; +label variable ER39468 "HEHC SLF RPT: MOVE AGE 9--WF" ; +label variable ER39469 "HEHC SLF RPT: MOVE AGE 10--WF" ; +label variable ER39470 "HEHC SLF RPT: MOVE AGE 11--WF" ; +label variable ER39471 "HEHC SLF RPT: MOVE AGE 12--WF" ; +label variable ER39472 "HEHC SLF RPT: MOVE AGE 13--WF" ; +label variable ER39473 "HEHC SLF RPT: MOVE AGE 14--WF" ; +label variable ER39474 "HEHC SLF RPT: MOVE AGE 15--WF" ; +label variable ER39475 "HEHC SLF RPT: MOVE AGE 16--WF" ; +label variable ER39476 "HEHC SLF RPT: SCHOOL B4 AGE 1--WF" ; +label variable ER39477 "HEHC SLF RPT: SCHOOL AGE 1--WF" ; +label variable ER39478 "HEHC SLF RPT: SCHOOL AGE 2--WF" ; +label variable ER39479 "HEHC SLF RPT: SCHOOL AGE 3--WF" ; +label variable ER39480 "HEHC SLF RPT: SCHOOL AGE 4--WF" ; +label variable ER39481 "HEHC SLF RPT: SCHOOL AGE 5--WF" ; +label variable ER39482 "HEHC SLF RPT: SCHOOL AGE 6--WF" ; +label variable ER39483 "HEHC SLF RPT: SCHOOL AGE 7--WF" ; +label variable ER39484 "HEHC SLF RPT: SCHOOL AGE 8--WF" ; +label variable ER39485 "HEHC SLF RPT: SCHOOL AGE 9--WF" ; +label variable ER39486 "HEHC SLF RPT: SCHOOL AGE 10--WF" ; +label variable ER39487 "HEHC SLF RPT: SCHOOL AGE 11--WF" ; +label variable ER39488 "HEHC SLF RPT: SCHOOL AGE 12--WF" ; +label variable ER39489 "HEHC SLF RPT: SCHOOL AGE 13--WF" ; +label variable ER39490 "HEHC SLF RPT: SCHOOL AGE 14--WF" ; +label variable ER39491 "HEHC SLF RPT: SCHOOL AGE 15--WF" ; +label variable ER39492 "HEHC SLF RPT: SCHOOL AGE 16--WF" ; +label variable ER39493 "HEHC SLF RPT: ASTHMA B4 AGE 1--WF" ; +label variable ER39494 "HEHC SLF RPT: ASTHMA AGE 1--WF" ; +label variable ER39495 "HEHC SLF RPT: ASTHMA AGE 2--WF" ; +label variable ER39496 "HEHC SLF RPT: ASTHMA AGE 3--WF" ; +label variable ER39497 "HEHC SLF RPT: ASTHMA AGE 4--WF" ; +label variable ER39498 "HEHC SLF RPT: ASTHMA AGE 5--WF" ; +label variable ER39499 "HEHC SLF RPT: ASTHMA AGE 6--WF" ; +label variable ER39500 "HEHC SLF RPT: ASTHMA AGE 7--WF" ; +label variable ER39501 "HEHC SLF RPT: ASTHMA AGE 8--WF" ; +label variable ER39502 "HEHC SLF RPT: ASTHMA AGE 9--WF" ; +label variable ER39503 "HEHC SLF RPT: ASTHMA AGE 10--WF" ; +label variable ER39504 "HEHC SLF RPT: ASTHMA AGE 11--WF" ; +label variable ER39505 "HEHC SLF RPT: ASTHMA AGE 12--WF" ; +label variable ER39506 "HEHC SLF RPT: ASTHMA AGE 13--WF" ; +label variable ER39507 "HEHC SLF RPT: ASTHMA AGE 14--WF" ; +label variable ER39508 "HEHC SLF RPT: ASTHMA AGE 15--WF" ; +label variable ER39509 "HEHC SLF RPT: ASTHMA AGE 16--WF" ; +label variable ER39510 "HEHC SLF RPT: ASTHMA AGE 17+--WF" ; +label variable ER39511 "HEHC SLF RPT: AGE END ASTHMA--WF" ; +label variable ER39512 "HEHC SLF RPT: DIABETES B4 AGE 1--WF" ; +label variable ER39513 "HEHC SLF RPT: DIABETES AGE 1--WF" ; +label variable ER39514 "HEHC SLF RPT: DIABETES AGE 2--WF" ; +label variable ER39515 "HEHC SLF RPT: DIABETES AGE 3--WF" ; +label variable ER39516 "HEHC SLF RPT: DIABETES AGE 4--WF" ; +label variable ER39517 "HEHC SLF RPT: DIABETES AGE 5--WF" ; +label variable ER39518 "HEHC SLF RPT: DIABETES AGE 6--WF" ; +label variable ER39519 "HEHC SLF RPT: DIABETES AGE 7--WF" ; +label variable ER39520 "HEHC SLF RPT: DIABETES AGE 8--WF" ; +label variable ER39521 "HEHC SLF RPT: DIABETES AGE 9--WF" ; +label variable ER39522 "HEHC SLF RPT: DIABETES AGE 10--WF" ; +label variable ER39523 "HEHC SLF RPT: DIABETES AGE 11--WF" ; +label variable ER39524 "HEHC SLF RPT: DIABETES AGE 12--WF" ; +label variable ER39525 "HEHC SLF RPT: DIABETES AGE 13--WF" ; +label variable ER39526 "HEHC SLF RPT: DIABETES AGE 14--WF" ; +label variable ER39527 "HEHC SLF RPT: DIABETES AGE 15--WF" ; +label variable ER39528 "HEHC SLF RPT: DIABETES AGE 16--WF" ; +label variable ER39529 "HEHC SLF RPT: DIABETES AGE 17+--WF" ; +label variable ER39530 "HEHC SLF RPT: AGE END DIABETES--WF" ; +label variable ER39531 "HEHC SLF RPT: RESP DIS B4 AGE 1--WF" ; +label variable ER39532 "HEHC SLF RPT: RESP DIS AGE 1--WF" ; +label variable ER39533 "HEHC SLF RPT: RESP DIS AGE 2--WF" ; +label variable ER39534 "HEHC SLF RPT: RESP DIS AGE 3--WF" ; +label variable ER39535 "HEHC SLF RPT: RESP DIS AGE 4--WF" ; +label variable ER39536 "HEHC SLF RPT: RESP DIS AGE 5--WF" ; +label variable ER39537 "HEHC SLF RPT: RESP DIS AGE 6--WF" ; +label variable ER39538 "HEHC SLF RPT: RESP DIS AGE 7--WF" ; +label variable ER39539 "HEHC SLF RPT: RESP DIS AGE 8--WF" ; +label variable ER39540 "HEHC SLF RPT: RESP DIS AGE 9--WF" ; +label variable ER39541 "HEHC SLF RPT: RESP DIS AGE 10--WF" ; +label variable ER39542 "HEHC SLF RPT: RESP DIS AGE 11--WF" ; +label variable ER39543 "HEHC SLF RPT: RESP DIS AGE 12--WF" ; +label variable ER39544 "HEHC SLF RPT: RESP DIS AGE 13--WF" ; +label variable ER39545 "HEHC SLF RPT: RESP DIS AGE 14--WF" ; +label variable ER39546 "HEHC SLF RPT: RESP DIS AGE 15--WF" ; +label variable ER39547 "HEHC SLF RPT: RESP DIS AGE 16--WF" ; +label variable ER39548 "HEHC SLF RPT: RESP DIS AGE 17+--WF" ; +label variable ER39549 "HEHC SLF RPT: AGE END RESP DIS--WF" ; +label variable ER39550 "HEHC SLF RPT: SPCH IMPAIR B4 AGE 1--WF" ; +label variable ER39551 "HEHC SLF RPT: SPCH IMPAIR AGE 1--WF" ; +label variable ER39552 "HEHC SLF RPT: SPCH IMPAIR AGE 2--WF" ; +label variable ER39553 "HEHC SLF RPT: SPCH IMPAIR AGE 3--WF" ; +label variable ER39554 "HEHC SLF RPT: SPCH IMPAIR AGE 4--WF" ; +label variable ER39555 "HEHC SLF RPT: SPCH IMPAIR AGE 5--WF" ; +label variable ER39556 "HEHC SLF RPT: SPCH IMPAIR AGE 6--WF" ; +label variable ER39557 "HEHC SLF RPT: SPCH IMPAIR AGE 7--WF" ; +label variable ER39558 "HEHC SLF RPT: SPCH IMPAIR AGE 8--WF" ; +label variable ER39559 "HEHC SLF RPT: SPCH IMPAIR AGE 9--WF" ; +label variable ER39560 "HEHC SLF RPT: SPCH IMPAIR AGE 10--WF" ; +label variable ER39561 "HEHC SLF RPT: SPCH IMPAIR AGE 11--WF" ; +label variable ER39562 "HEHC SLF RPT: SPCH IMPAIR AGE 12--WF" ; +label variable ER39563 "HEHC SLF RPT: SPCH IMPAIR AGE 13--WF" ; +label variable ER39564 "HEHC SLF RPT: SPCH IMPAIR AGE 14--WF" ; +label variable ER39565 "HEHC SLF RPT: SPCH IMPAIR AGE 15--WF" ; +label variable ER39566 "HEHC SLF RPT: SPCH IMPAIR AGE 16--WF" ; +label variable ER39567 "HEHC SLF RPT: SPCH IMPAIR AGE 17+--WF" ; +label variable ER39568 "HEHC SLF RPT: AGE END SPCH IMPAIR--WF" ; +label variable ER39569 "HEHC SLF RPT: ALLERGY B4 AGE 1--WF" ; +label variable ER39570 "HEHC SLF RPT: ALLERGY AGE 1--WF" ; +label variable ER39571 "HEHC SLF RPT: ALLERGY AGE 2--WF" ; +label variable ER39572 "HEHC SLF RPT: ALLERGY AGE 3--WF" ; +label variable ER39573 "HEHC SLF RPT: ALLERGY AGE 4--WF" ; +label variable ER39574 "HEHC SLF RPT: ALLERGY AGE 5--WF" ; +label variable ER39575 "HEHC SLF RPT: ALLERGY AGE 6--WF" ; +label variable ER39576 "HEHC SLF RPT: ALLERGY AGE 7--WF" ; +label variable ER39577 "HEHC SLF RPT: ALLERGY AGE 8--WF" ; +label variable ER39578 "HEHC SLF RPT: ALLERGY AGE 9--WF" ; +label variable ER39579 "HEHC SLF RPT: ALLERGY AGE 10--WF" ; +label variable ER39580 "HEHC SLF RPT: ALLERGY AGE 11--WF" ; +label variable ER39581 "HEHC SLF RPT: ALLERGY AGE 12--WF" ; +label variable ER39582 "HEHC SLF RPT: ALLERGY AGE 13--WF" ; +label variable ER39583 "HEHC SLF RPT: ALLERGY AGE 14--WF" ; +label variable ER39584 "HEHC SLF RPT: ALLERGY AGE 15--WF" ; +label variable ER39585 "HEHC SLF RPT: ALLERGY AGE 16--WF" ; +label variable ER39586 "HEHC SLF RPT: ALLERGY AGE 17+--WF" ; +label variable ER39587 "HEHC SLF RPT: AGE END ALLERGY--WF" ; +label variable ER39588 "HEHC SLF RPT: HEART TRBL B4 AGE 1--WF" ; +label variable ER39589 "HEHC SLF RPT: HEART TRBL AGE 1--WF" ; +label variable ER39590 "HEHC SLF RPT: HEART TRBL AGE 2--WF" ; +label variable ER39591 "HEHC SLF RPT: HEART TRBL AGE 3--WF" ; +label variable ER39592 "HEHC SLF RPT: HEART TRBL AGE 4--WF" ; +label variable ER39593 "HEHC SLF RPT: HEART TRBL AGE 5--WF" ; +label variable ER39594 "HEHC SLF RPT: HEART TRBL AGE 6--WF" ; +label variable ER39595 "HEHC SLF RPT: HEART TRBL AGE 7--WF" ; +label variable ER39596 "HEHC SLF RPT: HEART TRBL AGE 8--WF" ; +label variable ER39597 "HEHC SLF RPT: HEART TRBL AGE 9--WF" ; +label variable ER39598 "HEHC SLF RPT: HEART TRBL AGE 10--WF" ; +label variable ER39599 "HEHC SLF RPT: HEART TRBL AGE 11--WF" ; +label variable ER39600 "HEHC SLF RPT: HEART TRBL AGE 12--WF" ; +label variable ER39601 "HEHC SLF RPT: HEART TRBL AGE 13--WF" ; +label variable ER39602 "HEHC SLF RPT: HEART TRBL AGE 14--WF" ; +label variable ER39603 "HEHC SLF RPT: HEART TRBL AGE 15--WF" ; +label variable ER39604 "HEHC SLF RPT: HEART TRBL AGE 16--WF" ; +label variable ER39605 "HEHC SLF RPT: HEART TRBL AGE 17+--WF" ; +label variable ER39606 "HEHC SLF RPT: AGE END HEART TRBL--WF" ; +label variable ER39607 "HEHC SLF RPT: EAR PROBS B4 AGE 1--WF" ; +label variable ER39608 "HEHC SLF RPT: EAR PROBS AGE 1--WF" ; +label variable ER39609 "HEHC SLF RPT: EAR PROBS AGE 2--WF" ; +label variable ER39610 "HEHC SLF RPT: EAR PROBS AGE 3--WF" ; +label variable ER39611 "HEHC SLF RPT: EAR PROBS AGE 4--WF" ; +label variable ER39612 "HEHC SLF RPT: EAR PROBS AGE 5--WF" ; +label variable ER39613 "HEHC SLF RPT: EAR PROBS AGE 6--WF" ; +label variable ER39614 "HEHC SLF RPT: EAR PROBS AGE 7--WF" ; +label variable ER39615 "HEHC SLF RPT: EAR PROBS AGE 8--WF" ; +label variable ER39616 "HEHC SLF RPT: EAR PROBS AGE 9--WF" ; +label variable ER39617 "HEHC SLF RPT: EAR PROBS AGE 10--WF" ; +label variable ER39618 "HEHC SLF RPT: EAR PROBS AGE 11--WF" ; +label variable ER39619 "HEHC SLF RPT: EAR PROBS AGE 12--WF" ; +label variable ER39620 "HEHC SLF RPT: EAR PROBS AGE 13--WF" ; +label variable ER39621 "HEHC SLF RPT: EAR PROBS AGE 14--WF" ; +label variable ER39622 "HEHC SLF RPT: EAR PROBS AGE 15--WF" ; +label variable ER39623 "HEHC SLF RPT: EAR PROBS AGE 16--WF" ; +label variable ER39624 "HEHC SLF RPT: EAR PROBS AGE 17+--WF" ; +label variable ER39625 "HEHC SLF RPT: AGE END EAR PROBS--WF" ; +label variable ER39626 "HEHC SLF RPT: EPILEPSY B4 AGE 1--WF" ; +label variable ER39627 "HEHC SLF RPT: EPILEPSY AGE 1--WF" ; +label variable ER39628 "HEHC SLF RPT: EPILEPSY AGE 2--WF" ; +label variable ER39629 "HEHC SLF RPT: EPILEPSY AGE 3--WF" ; +label variable ER39630 "HEHC SLF RPT: EPILEPSY AGE 4--WF" ; +label variable ER39631 "HEHC SLF RPT: EPILEPSY AGE 5--WF" ; +label variable ER39632 "HEHC SLF RPT: EPILEPSY AGE 6--WF" ; +label variable ER39633 "HEHC SLF RPT: EPILEPSY AGE 7--WF" ; +label variable ER39634 "HEHC SLF RPT: EPILEPSY AGE 8--WF" ; +label variable ER39635 "HEHC SLF RPT: EPILEPSY AGE 9--WF" ; +label variable ER39636 "HEHC SLF RPT: EPILEPSY AGE 10--WF" ; +label variable ER39637 "HEHC SLF RPT: EPILEPSY AGE 11--WF" ; +label variable ER39638 "HEHC SLF RPT: EPILEPSY AGE 12--WF" ; +label variable ER39639 "HEHC SLF RPT: EPILEPSY AGE 13--WF" ; +label variable ER39640 "HEHC SLF RPT: EPILEPSY AGE 14--WF" ; +label variable ER39641 "HEHC SLF RPT: EPILEPSY AGE 15--WF" ; +label variable ER39642 "HEHC SLF RPT: EPILEPSY AGE 16--WF" ; +label variable ER39643 "HEHC SLF RPT: EPILEPSY AGE 17+--WF" ; +label variable ER39644 "HEHC SLF RPT: AGE END EPILEPSY--WF" ; +label variable ER39645 "HEHC SLF RPT: HEADACHE B4 AGE 1--WF" ; +label variable ER39646 "HEHC SLF RPT: HEADACHE AGE 1--WF" ; +label variable ER39647 "HEHC SLF RPT: HEADACHE AGE 2--WF" ; +label variable ER39648 "HEHC SLF RPT: HEADACHE AGE 3--WF" ; +label variable ER39649 "HEHC SLF RPT: HEADACHE AGE 4--WF" ; +label variable ER39650 "HEHC SLF RPT: HEADACHE AGE 5--WF" ; +label variable ER39651 "HEHC SLF RPT: HEADACHE AGE 6--WF" ; +label variable ER39652 "HEHC SLF RPT: HEADACHE AGE 7--WF" ; +label variable ER39653 "HEHC SLF RPT: HEADACHE AGE 8--WF" ; +label variable ER39654 "HEHC SLF RPT: HEADACHE AGE 9--WF" ; +label variable ER39655 "HEHC SLF RPT: HEADACHE AGE 10--WF" ; +label variable ER39656 "HEHC SLF RPT: HEADACHE AGE 11--WF" ; +label variable ER39657 "HEHC SLF RPT: HEADACHE AGE 12--WF" ; +label variable ER39658 "HEHC SLF RPT: HEADACHE AGE 13--WF" ; +label variable ER39659 "HEHC SLF RPT: HEADACHE AGE 14--WF" ; +label variable ER39660 "HEHC SLF RPT: HEADACHE AGE 15--WF" ; +label variable ER39661 "HEHC SLF RPT: HEADACHE AGE 16--WF" ; +label variable ER39662 "HEHC SLF RPT: HEADACHE AGE 17+--WF" ; +label variable ER39663 "HEHC SLF RPT: AGE END HEADACHE--WF" ; +label variable ER39664 "HEHC SLF RPT: STOM PROB B4 AGE 1--WF" ; +label variable ER39665 "HEHC SLF RPT: STOM PROB AGE 1--WF" ; +label variable ER39666 "HEHC SLF RPT: STOM PROB AGE 2--WF" ; +label variable ER39667 "HEHC SLF RPT: STOM PROB AGE 3--WF" ; +label variable ER39668 "HEHC SLF RPT: STOM PROB AGE 4--WF" ; +label variable ER39669 "HEHC SLF RPT: STOM PROB AGE 5--WF" ; +label variable ER39670 "HEHC SLF RPT: STOM PROB AGE 6--WF" ; +label variable ER39671 "HEHC SLF RPT: STOM PROB AGE 7--WF" ; +label variable ER39672 "HEHC SLF RPT: STOM PROB AGE 8--WF" ; +label variable ER39673 "HEHC SLF RPT: STOM PROB AGE 9--WF" ; +label variable ER39674 "HEHC SLF RPT: STOM PROB AGE 10--WF" ; +label variable ER39675 "HEHC SLF RPT: STOM PROB AGE 11--WF" ; +label variable ER39676 "HEHC SLF RPT: STOM PROB AGE 12--WF" ; +label variable ER39677 "HEHC SLF RPT: STOM PROB AGE 13--WF" ; +label variable ER39678 "HEHC SLF RPT: STOM PROB AGE 14--WF" ; +label variable ER39679 "HEHC SLF RPT: STOM PROB AGE 15--WF" ; +label variable ER39680 "HEHC SLF RPT: STOM PROB AGE 16--WF" ; +label variable ER39681 "HEHC SLF RPT: STOM PROB AGE 17+--WF" ; +label variable ER39682 "HEHC SLF RPT: AGE END STOM PROB--WF" ; +label variable ER39683 "HEHC SLF RPT: HGH BLOOD PR B4 AGE 1--WF" ; +label variable ER39684 "HEHC SLF RPT: HGH BLOOD PR AGE 1--WF" ; +label variable ER39685 "HEHC SLF RPT: HGH BLOOD PR AGE 2--WF" ; +label variable ER39686 "HEHC SLF RPT: HGH BLOOD PR AGE 3--WF" ; +label variable ER39687 "HEHC SLF RPT: HGH BLOOD PR AGE 4--WF" ; +label variable ER39688 "HEHC SLF RPT: HGH BLOOD PR AGE 5--WF" ; +label variable ER39689 "HEHC SLF RPT: HGH BLOOD PR AGE 6--WF" ; +label variable ER39690 "HEHC SLF RPT: HGH BLOOD PR AGE 7--WF" ; +label variable ER39691 "HEHC SLF RPT: HGH BLOOD PR AGE 8--WF" ; +label variable ER39692 "HEHC SLF RPT: HGH BLOOD PR AGE 9--WF" ; +label variable ER39693 "HEHC SLF RPT: HGH BLOOD PR AGE 10--WF" ; +label variable ER39694 "HEHC SLF RPT: HGH BLOOD PR AGE 11--WF" ; +label variable ER39695 "HEHC SLF RPT: HGH BLOOD PR AGE 12--WF" ; +label variable ER39696 "HEHC SLF RPT: HGH BLOOD PR AGE 13--WF" ; +label variable ER39697 "HEHC SLF RPT: HGH BLOOD PR AGE 14--WF" ; +label variable ER39698 "HEHC SLF RPT: HGH BLOOD PR AGE 15--WF" ; +label variable ER39699 "HEHC SLF RPT: HGH BLOOD PR AGE 16--WF" ; +label variable ER39700 "HEHC SLF RPT: HGH BLOOD PR AGE 17+--WF" ; +label variable ER39701 "HEHC SLF RPT: AGE END HGH BLOOD PR--WF" ; +label variable ER39702 "HEHC SLF RPT: DEPRESSION B4 AGE 1--WF" ; +label variable ER39703 "HEHC SLF RPT: DEPRESSION AGE 1--WF" ; +label variable ER39704 "HEHC SLF RPT: DEPRESSION AGE 2--WF" ; +label variable ER39705 "HEHC SLF RPT: DEPRESSION AGE 3--WF" ; +label variable ER39706 "HEHC SLF RPT: DEPRESSION AGE 4--WF" ; +label variable ER39707 "HEHC SLF RPT: DEPRESSION AGE 5--WF" ; +label variable ER39708 "HEHC SLF RPT: DEPRESSION AGE 6--WF" ; +label variable ER39709 "HEHC SLF RPT: DEPRESSION AGE 7--WF" ; +label variable ER39710 "HEHC SLF RPT: DEPRESSION AGE 8--WF" ; +label variable ER39711 "HEHC SLF RPT: DEPRESSION AGE 9--WF" ; +label variable ER39712 "HEHC SLF RPT: DEPRESSION AGE 10--WF" ; +label variable ER39713 "HEHC SLF RPT: DEPRESSION AGE 11--WF" ; +label variable ER39714 "HEHC SLF RPT: DEPRESSION AGE 12--WF" ; +label variable ER39715 "HEHC SLF RPT: DEPRESSION AGE 13--WF" ; +label variable ER39716 "HEHC SLF RPT: DEPRESSION AGE 14--WF" ; +label variable ER39717 "HEHC SLF RPT: DEPRESSION AGE 15--WF" ; +label variable ER39718 "HEHC SLF RPT: DEPRESSION AGE 16--WF" ; +label variable ER39719 "HEHC SLF RPT: DEPRESSION AGE 17+--WF" ; +label variable ER39720 "HEHC SLF RPT: AGE END DEPRESSION--WF" ; +label variable ER39721 "HEHC SLF RPT: DRUG/AL PROB B4 AGE 1--WF" ; +label variable ER39722 "HEHC SLF RPT: DRUG/AL PROB AGE 1--WF" ; +label variable ER39723 "HEHC SLF RPT: DRUG/AL PROB AGE 2--WF" ; +label variable ER39724 "HEHC SLF RPT: DRUG/AL PROB AGE 3--WF" ; +label variable ER39725 "HEHC SLF RPT: DRUG/AL PROB AGE 4--WF" ; +label variable ER39726 "HEHC SLF RPT: DRUG/AL PROB AGE 5--WF" ; +label variable ER39727 "HEHC SLF RPT: DRUG/AL PROB AGE 6--WF" ; +label variable ER39728 "HEHC SLF RPT: DRUG/AL PROB AGE 7--WF" ; +label variable ER39729 "HEHC SLF RPT: DRUG/AL PROB AGE 8--WF" ; +label variable ER39730 "HEHC SLF RPT: DRUG/AL PROB AGE 9--WF" ; +label variable ER39731 "HEHC SLF RPT: DRUG/AL PROB AGE 10--WF" ; +label variable ER39732 "HEHC SLF RPT: DRUG/AL PROB AGE 11--WF" ; +label variable ER39733 "HEHC SLF RPT: DRUG/AL PROB AGE 12--WF" ; +label variable ER39734 "HEHC SLF RPT: DRUG/AL PROB AGE 13--WF" ; +label variable ER39735 "HEHC SLF RPT: DRUG/AL PROB AGE 14--WF" ; +label variable ER39736 "HEHC SLF RPT: DRUG/AL PROB AGE 15--WF" ; +label variable ER39737 "HEHC SLF RPT: DRUG/AL PROB AGE 16--WF" ; +label variable ER39738 "HEHC SLF RPT: DRUG/AL PROB AGE 17+--WF" ; +label variable ER39739 "HEHC SLF RPT: AGE END DRUG/AL PROB--WF" ; +label variable ER39740 "HEHC SLF RPT: OTR PSYCH PROB B4 AGE 1--W" ; +label variable ER39741 "HEHC SLF RPT: OTR PSYCH PROB AGE 1--WF" ; +label variable ER39742 "HEHC SLF RPT: OTR PSYCH PROB AGE 2--WF" ; +label variable ER39743 "HEHC SLF RPT: OTR PSYCH PROB AGE 3--WF" ; +label variable ER39744 "HEHC SLF RPT: OTR PSYCH PROB AGE 4--WF" ; +label variable ER39745 "HEHC SLF RPT: OTR PSYCH PROB AGE 5--WF" ; +label variable ER39746 "HEHC SLF RPT: OTR PSYCH PROB AGE 6--WF" ; +label variable ER39747 "HEHC SLF RPT: OTR PSYCH PROB AGE 7--WF" ; +label variable ER39748 "HEHC SLF RPT: OTR PSYCH PROB AGE 8--WF" ; +label variable ER39749 "HEHC SLF RPT: OTR PSYCH PROB AGE 9--WF" ; +label variable ER39750 "HEHC SLF RPT: OTR PSYCH PROB AGE 10--WF" ; +label variable ER39751 "HEHC SLF RPT: OTR PSYCH PROB AGE 11--WF" ; +label variable ER39752 "HEHC SLF RPT: OTR PSYCH PROB AGE 12--WF" ; +label variable ER39753 "HEHC SLF RPT: OTR PSYCH PROB AGE 13--WF" ; +label variable ER39754 "HEHC SLF RPT: OTR PSYCH PROB AGE 14--WF" ; +label variable ER39755 "HEHC SLF RPT: OTR PSYCH PROB AGE 15--WF" ; +label variable ER39756 "HEHC SLF RPT: OTR PSYCH PROB AGE 16--WF" ; +label variable ER39757 "HEHC SLF RPT: OTR PSYCH PROB AGE 17+--WF" ; +label variable ER39758 "HEHC SLF RPT: AGE END OTR PSYCH PROB--WF" ; +label variable ER39759 "HEHC SP RPT: YEAR 1ST REPORT--WF" ; +label variable ER39760 "HEHC SP RPT: PAR SEP B4 AGE 1--WF" ; +label variable ER39761 "HEHC SP RPT: PAR SEP AGE 1--WF" ; +label variable ER39762 "HEHC SP RPT: PAR SEP AGE 2--WF" ; +label variable ER39763 "HEHC SP RPT: PAR SEP AGE 3--WF" ; +label variable ER39764 "HEHC SP RPT: PAR SEP AGE 4--WF" ; +label variable ER39765 "HEHC SP RPT: PAR SEP AGE 5--WF" ; +label variable ER39766 "HEHC SP RPT: PAR SEP AGE 6--WF" ; +label variable ER39767 "HEHC SP RPT: PAR SEP AGE 7--WF" ; +label variable ER39768 "HEHC SP RPT: PAR SEP AGE 8--WF" ; +label variable ER39769 "HEHC SP RPT: PAR SEP AGE 9--WF" ; +label variable ER39770 "HEHC SP RPT: PAR SEP AGE 10--WF" ; +label variable ER39771 "HEHC SP RPT: PAR SEP AGE 11--WF" ; +label variable ER39772 "HEHC SP RPT: PAR SEP AGE 12--WF" ; +label variable ER39773 "HEHC SP RPT: PAR SEP AGE 13--WF" ; +label variable ER39774 "HEHC SP RPT: PAR SEP AGE 14--WF" ; +label variable ER39775 "HEHC SP RPT: PAR SEP AGE 15--WF" ; +label variable ER39776 "HEHC SP RPT: PAR SEP AGE 16--WF" ; +label variable ER39777 "HEHC SP RPT: MOVE B4 AGE 1--WF" ; +label variable ER39778 "HEHC SP RPT: MOVE AGE 1--WF" ; +label variable ER39779 "HEHC SP RPT: MOVE AGE 2--WF" ; +label variable ER39780 "HEHC SP RPT: MOVE AGE 3--WF" ; +label variable ER39781 "HEHC SP RPT: MOVE AGE 4--WF" ; +label variable ER39782 "HEHC SP RPT: MOVE AGE 5--WF" ; +label variable ER39783 "HEHC SP RPT: MOVE AGE 6--WF" ; +label variable ER39784 "HEHC SP RPT: MOVE AGE 7--WF" ; +label variable ER39785 "HEHC SP RPT: MOVE AGE 8--WF" ; +label variable ER39786 "HEHC SP RPT: MOVE AGE 9--WF" ; +label variable ER39787 "HEHC SP RPT: MOVE AGE 10--WF" ; +label variable ER39788 "HEHC SP RPT: MOVE AGE 11--WF" ; +label variable ER39789 "HEHC SP RPT: MOVE AGE 12--WF" ; +label variable ER39790 "HEHC SP RPT: MOVE AGE 13--WF" ; +label variable ER39791 "HEHC SP RPT: MOVE AGE 14--WF" ; +label variable ER39792 "HEHC SP RPT: MOVE AGE 15--WF" ; +label variable ER39793 "HEHC SP RPT: MOVE AGE 16--WF" ; +label variable ER39794 "HEHC SP RPT: SCHOOL B4 AGE 1--WF" ; +label variable ER39795 "HEHC SP RPT: SCHOOL AGE 1--WF" ; +label variable ER39796 "HEHC SP RPT: SCHOOL AGE 2--WF" ; +label variable ER39797 "HEHC SP RPT: SCHOOL AGE 3--WF" ; +label variable ER39798 "HEHC SP RPT: SCHOOL AGE 4--WF" ; +label variable ER39799 "HEHC SP RPT: SCHOOL AGE 5--WF" ; +label variable ER39800 "HEHC SP RPT: SCHOOL AGE 6--WF" ; +label variable ER39801 "HEHC SP RPT: SCHOOL AGE 7--WF" ; +label variable ER39802 "HEHC SP RPT: SCHOOL AGE 8--WF" ; +label variable ER39803 "HEHC SP RPT: SCHOOL AGE 9--WF" ; +label variable ER39804 "HEHC SP RPT: SCHOOL AGE 10--WF" ; +label variable ER39805 "HEHC SP RPT: SCHOOL AGE 11--WF" ; +label variable ER39806 "HEHC SP RPT: SCHOOL AGE 12--WF" ; +label variable ER39807 "HEHC SP RPT: SCHOOL AGE 13--WF" ; +label variable ER39808 "HEHC SP RPT: SCHOOL AGE 14--WF" ; +label variable ER39809 "HEHC SP RPT: SCHOOL AGE 15--WF" ; +label variable ER39810 "HEHC SP RPT: SCHOOL AGE 16--WF" ; +label variable ER39811 "HEHC SP RPT: ASTHMA B4 AGE 1--WF" ; +label variable ER39812 "HEHC SP RPT: ASTHMA AGE 1--WF" ; +label variable ER39813 "HEHC SP RPT: ASTHMA AGE 2--WF" ; +label variable ER39814 "HEHC SP RPT: ASTHMA AGE 3--WF" ; +label variable ER39815 "HEHC SP RPT: ASTHMA AGE 4--WF" ; +label variable ER39816 "HEHC SP RPT: ASTHMA AGE 5--WF" ; +label variable ER39817 "HEHC SP RPT: ASTHMA AGE 6--WF" ; +label variable ER39818 "HEHC SP RPT: ASTHMA AGE 7--WF" ; +label variable ER39819 "HEHC SP RPT: ASTHMA AGE 8--WF" ; +label variable ER39820 "HEHC SP RPT: ASTHMA AGE 9--WF" ; +label variable ER39821 "HEHC SP RPT: ASTHMA AGE 10--WF" ; +label variable ER39822 "HEHC SP RPT: ASTHMA AGE 11--WF" ; +label variable ER39823 "HEHC SP RPT: ASTHMA AGE 12--WF" ; +label variable ER39824 "HEHC SP RPT: ASTHMA AGE 13--WF" ; +label variable ER39825 "HEHC SP RPT: ASTHMA AGE 14--WF" ; +label variable ER39826 "HEHC SP RPT: ASTHMA AGE 15--WF" ; +label variable ER39827 "HEHC SP RPT: ASTHMA AGE 16--WF" ; +label variable ER39828 "HEHC SP RPT: ASTHMA AGE 17+--WF" ; +label variable ER39829 "HEHC SP RPT: AGE END ASTHMA--WF" ; +label variable ER39830 "HEHC SP RPT: DIABETES B4 AGE 1--WF" ; +label variable ER39831 "HEHC SP RPT: DIABETES AGE 1--WF" ; +label variable ER39832 "HEHC SP RPT: DIABETES AGE 2--WF" ; +label variable ER39833 "HEHC SP RPT: DIABETES AGE 3--WF" ; +label variable ER39834 "HEHC SP RPT: DIABETES AGE 4--WF" ; +label variable ER39835 "HEHC SP RPT: DIABETES AGE 5--WF" ; +label variable ER39836 "HEHC SP RPT: DIABETES AGE 6--WF" ; +label variable ER39837 "HEHC SP RPT: DIABETES AGE 7--WF" ; +label variable ER39838 "HEHC SP RPT: DIABETES AGE 8--WF" ; +label variable ER39839 "HEHC SP RPT: DIABETES AGE 9--WF" ; +label variable ER39840 "HEHC SP RPT: DIABETES AGE 10--WF" ; +label variable ER39841 "HEHC SP RPT: DIABETES AGE 11--WF" ; +label variable ER39842 "HEHC SP RPT: DIABETES AGE 12--WF" ; +label variable ER39843 "HEHC SP RPT: DIABETES AGE 13--WF" ; +label variable ER39844 "HEHC SP RPT: DIABETES AGE 14--WF" ; +label variable ER39845 "HEHC SP RPT: DIABETES AGE 15--WF" ; +label variable ER39846 "HEHC SP RPT: DIABETES AGE 16--WF" ; +label variable ER39847 "HEHC SP RPT: DIABETES AGE 17+--WF" ; +label variable ER39848 "HEHC SP RPT: AGE END DIABETES--WF" ; +label variable ER39849 "HEHC SP RPT: RESP DIS B4 AGE 1--WF" ; +label variable ER39850 "HEHC SP RPT: RESP DIS AGE 1--WF" ; +label variable ER39851 "HEHC SP RPT: RESP DIS AGE 2--WF" ; +label variable ER39852 "HEHC SP RPT: RESP DIS AGE 3--WF" ; +label variable ER39853 "HEHC SP RPT: RESP DIS AGE 4--WF" ; +label variable ER39854 "HEHC SP RPT: RESP DIS AGE 5--WF" ; +label variable ER39855 "HEHC SP RPT: RESP DIS AGE 6--WF" ; +label variable ER39856 "HEHC SP RPT: RESP DIS AGE 7--WF" ; +label variable ER39857 "HEHC SP RPT: RESP DIS AGE 8--WF" ; +label variable ER39858 "HEHC SP RPT: RESP DIS AGE 9--WF" ; +label variable ER39859 "HEHC SP RPT: RESP DIS AGE 10--WF" ; +label variable ER39860 "HEHC SP RPT: RESP DIS AGE 11--WF" ; +label variable ER39861 "HEHC SP RPT: RESP DIS AGE 12--WF" ; +label variable ER39862 "HEHC SP RPT: RESP DIS AGE 13--WF" ; +label variable ER39863 "HEHC SP RPT: RESP DIS AGE 14--WF" ; +label variable ER39864 "HEHC SP RPT: RESP DIS AGE 15--WF" ; +label variable ER39865 "HEHC SP RPT: RESP DIS AGE 16--WF" ; +label variable ER39866 "HEHC SP RPT: RESP DIS AGE 17+--WF" ; +label variable ER39867 "HEHC SP RPT: AGE END RESP DIS--WF" ; +label variable ER39868 "HEHC SP RPT: SPCH IMPAIR B4 AGE 1--WF" ; +label variable ER39869 "HEHC SP RPT: SPCH IMPAIR AGE 1--WF" ; +label variable ER39870 "HEHC SP RPT: SPCH IMPAIR AGE 2--WF" ; +label variable ER39871 "HEHC SP RPT: SPCH IMPAIR AGE 3--WF" ; +label variable ER39872 "HEHC SP RPT: SPCH IMPAIR AGE 4--WF" ; +label variable ER39873 "HEHC SP RPT: SPCH IMPAIR AGE 5--WF" ; +label variable ER39874 "HEHC SP RPT: SPCH IMPAIR AGE 6--WF" ; +label variable ER39875 "HEHC SP RPT: SPCH IMPAIR AGE 7--WF" ; +label variable ER39876 "HEHC SP RPT: SPCH IMPAIR AGE 8--WF" ; +label variable ER39877 "HEHC SP RPT: SPCH IMPAIR AGE 9--WF" ; +label variable ER39878 "HEHC SP RPT: SPCH IMPAIR AGE 10--WF" ; +label variable ER39879 "HEHC SP RPT: SPCH IMPAIR AGE 11--WF" ; +label variable ER39880 "HEHC SP RPT: SPCH IMPAIR AGE 12--WF" ; +label variable ER39881 "HEHC SP RPT: SPCH IMPAIR AGE 13--WF" ; +label variable ER39882 "HEHC SP RPT: SPCH IMPAIR AGE 14--WF" ; +label variable ER39883 "HEHC SP RPT: SPCH IMPAIR AGE 15--WF" ; +label variable ER39884 "HEHC SP RPT: SPCH IMPAIR AGE 16--WF" ; +label variable ER39885 "HEHC SP RPT: SPCH IMPAIR AGE 17+--WF" ; +label variable ER39886 "HEHC SP RPT: AGE END SPCH IMPAIR--WF" ; +label variable ER39887 "HEHC SP RPT: ALLERGY B4 AGE 1--WF" ; +label variable ER39888 "HEHC SP RPT: ALLERGY AGE 1--WF" ; +label variable ER39889 "HEHC SP RPT: ALLERGY AGE 2--WF" ; +label variable ER39890 "HEHC SP RPT: ALLERGY AGE 3--WF" ; +label variable ER39891 "HEHC SP RPT: ALLERGY AGE 4--WF" ; +label variable ER39892 "HEHC SP RPT: ALLERGY AGE 5--WF" ; +label variable ER39893 "HEHC SP RPT: ALLERGY AGE 6--WF" ; +label variable ER39894 "HEHC SP RPT: ALLERGY AGE 7--WF" ; +label variable ER39895 "HEHC SP RPT: ALLERGY AGE 8--WF" ; +label variable ER39896 "HEHC SP RPT: ALLERGY AGE 9--WF" ; +label variable ER39897 "HEHC SP RPT: ALLERGY AGE 10--WF" ; +label variable ER39898 "HEHC SP RPT: ALLERGY AGE 11--WF" ; +label variable ER39899 "HEHC SP RPT: ALLERGY AGE 12--WF" ; +label variable ER39900 "HEHC SP RPT: ALLERGY AGE 13--WF" ; +label variable ER39901 "HEHC SP RPT: ALLERGY AGE 14--WF" ; +label variable ER39902 "HEHC SP RPT: ALLERGY AGE 15--WF" ; +label variable ER39903 "HEHC SP RPT: ALLERGY AGE 16--WF" ; +label variable ER39904 "HEHC SP RPT: ALLERGY AGE 17+--WF" ; +label variable ER39905 "HEHC SP RPT: AGE END ALLERGY--WF" ; +label variable ER39906 "HEHC SP RPT: HEART TRBL B4 AGE 1--WF" ; +label variable ER39907 "HEHC SP RPT: HEART TRBL AGE 1--WF" ; +label variable ER39908 "HEHC SP RPT: HEART TRBL AGE 2--WF" ; +label variable ER39909 "HEHC SP RPT: HEART TRBL AGE 3--WF" ; +label variable ER39910 "HEHC SP RPT: HEART TRBL AGE 4--WF" ; +label variable ER39911 "HEHC SP RPT: HEART TRBL AGE 5--WF" ; +label variable ER39912 "HEHC SP RPT: HEART TRBL AGE 6--WF" ; +label variable ER39913 "HEHC SP RPT: HEART TRBL AGE 7--WF" ; +label variable ER39914 "HEHC SP RPT: HEART TRBL AGE 8--WF" ; +label variable ER39915 "HEHC SP RPT: HEART TRBL AGE 9--WF" ; +label variable ER39916 "HEHC SP RPT: HEART TRBL AGE 10--WF" ; +label variable ER39917 "HEHC SP RPT: HEART TRBL AGE 11--WF" ; +label variable ER39918 "HEHC SP RPT: HEART TRBL AGE 12--WF" ; +label variable ER39919 "HEHC SP RPT: HEART TRBL AGE 13--WF" ; +label variable ER39920 "HEHC SP RPT: HEART TRBL AGE 14--WF" ; +label variable ER39921 "HEHC SP RPT: HEART TRBL AGE 15--WF" ; +label variable ER39922 "HEHC SP RPT: HEART TRBL AGE 16--WF" ; +label variable ER39923 "HEHC SP RPT: HEART TRBL AGE 17+--WF" ; +label variable ER39924 "HEHC SP RPT: AGE END HEART TRBL--WF" ; +label variable ER39925 "HEHC SP RPT: EAR PROBS B4 AGE 1--WF" ; +label variable ER39926 "HEHC SP RPT: EAR PROBS AGE 1--WF" ; +label variable ER39927 "HEHC SP RPT: EAR PROBS AGE 2--WF" ; +label variable ER39928 "HEHC SP RPT: EAR PROBS AGE 3--WF" ; +label variable ER39929 "HEHC SP RPT: EAR PROBS AGE 4--WF" ; +label variable ER39930 "HEHC SP RPT: EAR PROBS AGE 5--WF" ; +label variable ER39931 "HEHC SP RPT: EAR PROBS AGE 6--WF" ; +label variable ER39932 "HEHC SP RPT: EAR PROBS AGE 7--WF" ; +label variable ER39933 "HEHC SP RPT: EAR PROBS AGE 8--WF" ; +label variable ER39934 "HEHC SP RPT: EAR PROBS AGE 9--WF" ; +label variable ER39935 "HEHC SP RPT: EAR PROBS AGE 10--WF" ; +label variable ER39936 "HEHC SP RPT: EAR PROBS AGE 11--WF" ; +label variable ER39937 "HEHC SP RPT: EAR PROBS AGE 12--WF" ; +label variable ER39938 "HEHC SP RPT: EAR PROBS AGE 13--WF" ; +label variable ER39939 "HEHC SP RPT: EAR PROBS AGE 14--WF" ; +label variable ER39940 "HEHC SP RPT: EAR PROBS AGE 15--WF" ; +label variable ER39941 "HEHC SP RPT: EAR PROBS AGE 16--WF" ; +label variable ER39942 "HEHC SP RPT: EAR PROBS AGE 17+--WF" ; +label variable ER39943 "HEHC SP RPT: AGE END EAR PROBS--WF" ; +label variable ER39944 "HEHC SP RPT: EPILEPSY B4 AGE 1--WF" ; +label variable ER39945 "HEHC SP RPT: EPILEPSY AGE 1--WF" ; +label variable ER39946 "HEHC SP RPT: EPILEPSY AGE 2--WF" ; +label variable ER39947 "HEHC SP RPT: EPILEPSY AGE 3--WF" ; +label variable ER39948 "HEHC SP RPT: EPILEPSY AGE 4--WF" ; +label variable ER39949 "HEHC SP RPT: EPILEPSY AGE 5--WF" ; +label variable ER39950 "HEHC SP RPT: EPILEPSY AGE 6--WF" ; +label variable ER39951 "HEHC SP RPT: EPILEPSY AGE 7--WF" ; +label variable ER39952 "HEHC SP RPT: EPILEPSY AGE 8--WF" ; +label variable ER39953 "HEHC SP RPT: EPILEPSY AGE 9--WF" ; +label variable ER39954 "HEHC SP RPT: EPILEPSY AGE 10--WF" ; +label variable ER39955 "HEHC SP RPT: EPILEPSY AGE 11--WF" ; +label variable ER39956 "HEHC SP RPT: EPILEPSY AGE 12--WF" ; +label variable ER39957 "HEHC SP RPT: EPILEPSY AGE 13--WF" ; +label variable ER39958 "HEHC SP RPT: EPILEPSY AGE 14--WF" ; +label variable ER39959 "HEHC SP RPT: EPILEPSY AGE 15--WF" ; +label variable ER39960 "HEHC SP RPT: EPILEPSY AGE 16--WF" ; +label variable ER39961 "HEHC SP RPT: EPILEPSY AGE 17+--WF" ; +label variable ER39962 "HEHC SP RPT: AGE END EPILEPSY--WF" ; +label variable ER39963 "HEHC SP RPT: HEADACHE B4 AGE 1--WF" ; +label variable ER39964 "HEHC SP RPT: HEADACHE AGE 1--WF" ; +label variable ER39965 "HEHC SP RPT: HEADACHE AGE 2--WF" ; +label variable ER39966 "HEHC SP RPT: HEADACHE AGE 3--WF" ; +label variable ER39967 "HEHC SP RPT: HEADACHE AGE 4--WF" ; +label variable ER39968 "HEHC SP RPT: HEADACHE AGE 5--WF" ; +label variable ER39969 "HEHC SP RPT: HEADACHE AGE 6--WF" ; +label variable ER39970 "HEHC SP RPT: HEADACHE AGE 7--WF" ; +label variable ER39971 "HEHC SP RPT: HEADACHE AGE 8--WF" ; +label variable ER39972 "HEHC SP RPT: HEADACHE AGE 9--WF" ; +label variable ER39973 "HEHC SP RPT: HEADACHE AGE 10--WF" ; +label variable ER39974 "HEHC SP RPT: HEADACHE AGE 11--WF" ; +label variable ER39975 "HEHC SP RPT: HEADACHE AGE 12--WF" ; +label variable ER39976 "HEHC SP RPT: HEADACHE AGE 13--WF" ; +label variable ER39977 "HEHC SP RPT: HEADACHE AGE 14--WF" ; +label variable ER39978 "HEHC SP RPT: HEADACHE AGE 15--WF" ; +label variable ER39979 "HEHC SP RPT: HEADACHE AGE 16--WF" ; +label variable ER39980 "HEHC SP RPT: HEADACHE AGE 17+--WF" ; +label variable ER39981 "HEHC SP RPT: AGE END HEADACHE--WF" ; +label variable ER39982 "HEHC SP RPT: STOM PROB B4 AGE 1--WF" ; +label variable ER39983 "HEHC SP RPT: STOM PROB AGE 1--WF" ; +label variable ER39984 "HEHC SP RPT: STOM PROB AGE 2--WF" ; +label variable ER39985 "HEHC SP RPT: STOM PROB AGE 3--WF" ; +label variable ER39986 "HEHC SP RPT: STOM PROB AGE 4--WF" ; +label variable ER39987 "HEHC SP RPT: STOM PROB AGE 5--WF" ; +label variable ER39988 "HEHC SP RPT: STOM PROB AGE 6--WF" ; +label variable ER39989 "HEHC SP RPT: STOM PROB AGE 7--WF" ; +label variable ER39990 "HEHC SP RPT: STOM PROB AGE 8--WF" ; +label variable ER39991 "HEHC SP RPT: STOM PROB AGE 9--WF" ; +label variable ER39992 "HEHC SP RPT: STOM PROB AGE 10--WF" ; +label variable ER39993 "HEHC SP RPT: STOM PROB AGE 11--WF" ; +label variable ER39994 "HEHC SP RPT: STOM PROB AGE 12--WF" ; +label variable ER39995 "HEHC SP RPT: STOM PROB AGE 13--WF" ; +label variable ER39996 "HEHC SP RPT: STOM PROB AGE 14--WF" ; +label variable ER39997 "HEHC SP RPT: STOM PROB AGE 15--WF" ; +label variable ER39998 "HEHC SP RPT: STOM PROB AGE 16--WF" ; +label variable ER39999 "HEHC SP RPT: STOM PROB AGE 17+--WF" ; +label variable ER40000 "HEHC SP RPT: AGE END STOM PROB--WF" ; +label variable ER40001 "HEHC SP RPT: HGH BLOOD PR B4 AGE 1--WF" ; +label variable ER40002 "HEHC SP RPT: HGH BLOOD PR AGE 1--WF" ; +label variable ER40003 "HEHC SP RPT: HGH BLOOD PR AGE 2--WF" ; +label variable ER40004 "HEHC SP RPT: HGH BLOOD PR AGE 3--WF" ; +label variable ER40005 "HEHC SP RPT: HGH BLOOD PR AGE 4--WF" ; +label variable ER40006 "HEHC SP RPT: HGH BLOOD PR AGE 5--WF" ; +label variable ER40007 "HEHC SP RPT: HGH BLOOD PR AGE 6--WF" ; +label variable ER40008 "HEHC SP RPT: HGH BLOOD PR AGE 7--WF" ; +label variable ER40009 "HEHC SP RPT: HGH BLOOD PR AGE 8--WF" ; +label variable ER40010 "HEHC SP RPT: HGH BLOOD PR AGE 9--WF" ; +label variable ER40011 "HEHC SP RPT: HGH BLOOD PR AGE 10--WF" ; +label variable ER40012 "HEHC SP RPT: HGH BLOOD PR AGE 11--WF" ; +label variable ER40013 "HEHC SP RPT: HGH BLOOD PR AGE 12--WF" ; +label variable ER40014 "HEHC SP RPT: HGH BLOOD PR AGE 13--WF" ; +label variable ER40015 "HEHC SP RPT: HGH BLOOD PR AGE 14--WF" ; +label variable ER40016 "HEHC SP RPT: HGH BLOOD PR AGE 15--WF" ; +label variable ER40017 "HEHC SP RPT: HGH BLOOD PR AGE 16--WF" ; +label variable ER40018 "HEHC SP RPT: HGH BLOOD PR AGE 17+--WF" ; +label variable ER40019 "HEHC SP RPT: AGE END HGH BLOOD PR--WF" ; +label variable ER40020 "HEHC SP RPT: DEPRESSION B4 AGE 1--WF" ; +label variable ER40021 "HEHC SP RPT: DEPRESSION AGE 1--WF" ; +label variable ER40022 "HEHC SP RPT: DEPRESSION AGE 2--WF" ; +label variable ER40023 "HEHC SP RPT: DEPRESSION AGE 3--WF" ; +label variable ER40024 "HEHC SP RPT: DEPRESSION AGE 4--WF" ; +label variable ER40025 "HEHC SP RPT: DEPRESSION AGE 5--WF" ; +label variable ER40026 "HEHC SP RPT: DEPRESSION AGE 6--WF" ; +label variable ER40027 "HEHC SP RPT: DEPRESSION AGE 7--WF" ; +label variable ER40028 "HEHC SP RPT: DEPRESSION AGE 8--WF" ; +label variable ER40029 "HEHC SP RPT: DEPRESSION AGE 9--WF" ; +label variable ER40030 "HEHC SP RPT: DEPRESSION AGE 10--WF" ; +label variable ER40031 "HEHC SP RPT: DEPRESSION AGE 11--WF" ; +label variable ER40032 "HEHC SP RPT: DEPRESSION AGE 12--WF" ; +label variable ER40033 "HEHC SP RPT: DEPRESSION AGE 13--WF" ; +label variable ER40034 "HEHC SP RPT: DEPRESSION AGE 14--WF" ; +label variable ER40035 "HEHC SP RPT: DEPRESSION AGE 15--WF" ; +label variable ER40036 "HEHC SP RPT: DEPRESSION AGE 16--WF" ; +label variable ER40037 "HEHC SP RPT: DEPRESSION AGE 17+--WF" ; +label variable ER40038 "HEHC SP RPT: AGE END DEPRESSION--WF" ; +label variable ER40039 "HEHC SP RPT: DRUG/AL PROB B4 AGE 1--WF" ; +label variable ER40040 "HEHC SP RPT: DRUG/AL PROB AGE 1--WF" ; +label variable ER40041 "HEHC SP RPT: DRUG/AL PROB AGE 2--WF" ; +label variable ER40042 "HEHC SP RPT: DRUG/AL PROB AGE 3--WF" ; +label variable ER40043 "HEHC SP RPT: DRUG/AL PROB AGE 4--WF" ; +label variable ER40044 "HEHC SP RPT: DRUG/AL PROB AGE 5--WF" ; +label variable ER40045 "HEHC SP RPT: DRUG/AL PROB AGE 6--WF" ; +label variable ER40046 "HEHC SP RPT: DRUG/AL PROB AGE 7--WF" ; +label variable ER40047 "HEHC SP RPT: DRUG/AL PROB AGE 8--WF" ; +label variable ER40048 "HEHC SP RPT: DRUG/AL PROB AGE 9--WF" ; +label variable ER40049 "HEHC SP RPT: DRUG/AL PROB AGE 10--WF" ; +label variable ER40050 "HEHC SP RPT: DRUG/AL PROB AGE 11--WF" ; +label variable ER40051 "HEHC SP RPT: DRUG/AL PROB AGE 12--WF" ; +label variable ER40052 "HEHC SP RPT: DRUG/AL PROB AGE 13--WF" ; +label variable ER40053 "HEHC SP RPT: DRUG/AL PROB AGE 14--WF" ; +label variable ER40054 "HEHC SP RPT: DRUG/AL PROB AGE 15--WF" ; +label variable ER40055 "HEHC SP RPT: DRUG/AL PROB AGE 16--WF" ; +label variable ER40056 "HEHC SP RPT: DRUG/AL PROB AGE 17+--WF" ; +label variable ER40057 "HEHC SP RPT: AGE END DRUG/AL PROB--WF" ; +label variable ER40058 "HEHC SP RPT: OTR PSYCH PROB B4 AGE 1--WF" ; +label variable ER40059 "HEHC SP RPT: OTR PSYCH PROB AGE 1--WF" ; +label variable ER40060 "HEHC SP RPT: OTR PSYCH PROB AGE 2--WF" ; +label variable ER40061 "HEHC SP RPT: OTR PSYCH PROB AGE 3--WF" ; +label variable ER40062 "HEHC SP RPT: OTR PSYCH PROB AGE 4--WF" ; +label variable ER40063 "HEHC SP RPT: OTR PSYCH PROB AGE 5--WF" ; +label variable ER40064 "HEHC SP RPT: OTR PSYCH PROB AGE 6--WF" ; +label variable ER40065 "HEHC SP RPT: OTR PSYCH PROB AGE 7--WF" ; +label variable ER40066 "HEHC SP RPT: OTR PSYCH PROB AGE 8--WF" ; +label variable ER40067 "HEHC SP RPT: OTR PSYCH PROB AGE 9--WF" ; +label variable ER40068 "HEHC SP RPT: OTR PSYCH PROB AGE 10--WF" ; +label variable ER40069 "HEHC SP RPT: OTR PSYCH PROB AGE 11--WF" ; +label variable ER40070 "HEHC SP RPT: OTR PSYCH PROB AGE 12--WF" ; +label variable ER40071 "HEHC SP RPT: OTR PSYCH PROB AGE 13--WF" ; +label variable ER40072 "HEHC SP RPT: OTR PSYCH PROB AGE 14--WF" ; +label variable ER40073 "HEHC SP RPT: OTR PSYCH PROB AGE 15--WF" ; +label variable ER40074 "HEHC SP RPT: OTR PSYCH PROB AGE 16--WF" ; +label variable ER40075 "HEHC SP RPT: OTR PSYCH PROB AGE 17+--WF" ; +label variable ER40076 "HEHC SP RPT: AGE END OTR PSYCH PROB--WF" ; +label variable ER40077 "HEHC OTR RPT: YEAR 1ST REPORT--WF" ; +label variable ER40078 "HEHC OTR RPT: PAR SEP B4 AGE 1--WF" ; +label variable ER40079 "HEHC OTR RPT: PAR SEP AGE 1--WF" ; +label variable ER40080 "HEHC OTR RPT: PAR SEP AGE 2--WF" ; +label variable ER40081 "HEHC OTR RPT: PAR SEP AGE 3--WF" ; +label variable ER40082 "HEHC OTR RPT: PAR SEP AGE 4--WF" ; +label variable ER40083 "HEHC OTR RPT: PAR SEP AGE 5--WF" ; +label variable ER40084 "HEHC OTR RPT: PAR SEP AGE 6--WF" ; +label variable ER40085 "HEHC OTR RPT: PAR SEP AGE 7--WF" ; +label variable ER40086 "HEHC OTR RPT: PAR SEP AGE 8--WF" ; +label variable ER40087 "HEHC OTR RPT: PAR SEP AGE 9--WF" ; +label variable ER40088 "HEHC OTR RPT: PAR SEP AGE 10--WF" ; +label variable ER40089 "HEHC OTR RPT: PAR SEP AGE 11--WF" ; +label variable ER40090 "HEHC OTR RPT: PAR SEP AGE 12--WF" ; +label variable ER40091 "HEHC OTR RPT: PAR SEP AGE 13--WF" ; +label variable ER40092 "HEHC OTR RPT: PAR SEP AGE 14--WF" ; +label variable ER40093 "HEHC OTR RPT: PAR SEP AGE 15--WF" ; +label variable ER40094 "HEHC OTR RPT: PAR SEP AGE 16--WF" ; +label variable ER40095 "HEHC OTR RPT: MOVE B4 AGE 1--WF" ; +label variable ER40096 "HEHC OTR RPT: MOVE AGE 1--WF" ; +label variable ER40097 "HEHC OTR RPT: MOVE AGE 2--WF" ; +label variable ER40098 "HEHC OTR RPT: MOVE AGE 3--WF" ; +label variable ER40099 "HEHC OTR RPT: MOVE AGE 4--WF" ; +label variable ER40100 "HEHC OTR RPT: MOVE AGE 5--WF" ; +label variable ER40101 "HEHC OTR RPT: MOVE AGE 6--WF" ; +label variable ER40102 "HEHC OTR RPT: MOVE AGE 7--WF" ; +label variable ER40103 "HEHC OTR RPT: MOVE AGE 8--WF" ; +label variable ER40104 "HEHC OTR RPT: MOVE AGE 9--WF" ; +label variable ER40105 "HEHC OTR RPT: MOVE AGE 10--WF" ; +label variable ER40106 "HEHC OTR RPT: MOVE AGE 11--WF" ; +label variable ER40107 "HEHC OTR RPT: MOVE AGE 12--WF" ; +label variable ER40108 "HEHC OTR RPT: MOVE AGE 13--WF" ; +label variable ER40109 "HEHC OTR RPT: MOVE AGE 14--WF" ; +label variable ER40110 "HEHC OTR RPT: MOVE AGE 15--WF" ; +label variable ER40111 "HEHC OTR RPT: MOVE AGE 16--WF" ; +label variable ER40112 "HEHC OTR RPT: SCHOOL B4 AGE 1--WF" ; +label variable ER40113 "HEHC OTR RPT: SCHOOL AGE 1--WF" ; +label variable ER40114 "HEHC OTR RPT: SCHOOL AGE 2--WF" ; +label variable ER40115 "HEHC OTR RPT: SCHOOL AGE 3--WF" ; +label variable ER40116 "HEHC OTR RPT: SCHOOL AGE 4--WF" ; +label variable ER40117 "HEHC OTR RPT: SCHOOL AGE 5--WF" ; +label variable ER40118 "HEHC OTR RPT: SCHOOL AGE 6--WF" ; +label variable ER40119 "HEHC OTR RPT: SCHOOL AGE 7--WF" ; +label variable ER40120 "HEHC OTR RPT: SCHOOL AGE 8--WF" ; +label variable ER40121 "HEHC OTR RPT: SCHOOL AGE 9--WF" ; +label variable ER40122 "HEHC OTR RPT: SCHOOL AGE 10--WF" ; +label variable ER40123 "HEHC OTR RPT: SCHOOL AGE 11--WF" ; +label variable ER40124 "HEHC OTR RPT: SCHOOL AGE 12--WF" ; +label variable ER40125 "HEHC OTR RPT: SCHOOL AGE 13--WF" ; +label variable ER40126 "HEHC OTR RPT: SCHOOL AGE 14--WF" ; +label variable ER40127 "HEHC OTR RPT: SCHOOL AGE 15--WF" ; +label variable ER40128 "HEHC OTR RPT: SCHOOL AGE 16--WF" ; +label variable ER40129 "HEHC OTR RPT: ASTHMA B4 AGE 1--WF" ; +label variable ER40130 "HEHC OTR RPT: ASTHMA AGE 1--WF" ; +label variable ER40131 "HEHC OTR RPT: ASTHMA AGE 2--WF" ; +label variable ER40132 "HEHC OTR RPT: ASTHMA AGE 3--WF" ; +label variable ER40133 "HEHC OTR RPT: ASTHMA AGE 4--WF" ; +label variable ER40134 "HEHC OTR RPT: ASTHMA AGE 5--WF" ; +label variable ER40135 "HEHC OTR RPT: ASTHMA AGE 6--WF" ; +label variable ER40136 "HEHC OTR RPT: ASTHMA AGE 7--WF" ; +label variable ER40137 "HEHC OTR RPT: ASTHMA AGE 8--WF" ; +label variable ER40138 "HEHC OTR RPT: ASTHMA AGE 9--WF" ; +label variable ER40139 "HEHC OTR RPT: ASTHMA AGE 10--WF" ; +label variable ER40140 "HEHC OTR RPT: ASTHMA AGE 11--WF" ; +label variable ER40141 "HEHC OTR RPT: ASTHMA AGE 12--WF" ; +label variable ER40142 "HEHC OTR RPT: ASTHMA AGE 13--WF" ; +label variable ER40143 "HEHC OTR RPT: ASTHMA AGE 14--WF" ; +label variable ER40144 "HEHC OTR RPT: ASTHMA AGE 15--WF" ; +label variable ER40145 "HEHC OTR RPT: ASTHMA AGE 16--WF" ; +label variable ER40146 "HEHC OTR RPT: ASTHMA AGE 17+--WF" ; +label variable ER40147 "HEHC OTR RPT: AGE END ASTHMA--WF" ; +label variable ER40148 "HEHC OTR RPT: DIABETES B4 AGE 1--WF" ; +label variable ER40149 "HEHC OTR RPT: DIABETES AGE 1--WF" ; +label variable ER40150 "HEHC OTR RPT: DIABETES AGE 2--WF" ; +label variable ER40151 "HEHC OTR RPT: DIABETES AGE 3--WF" ; +label variable ER40152 "HEHC OTR RPT: DIABETES AGE 4--WF" ; +label variable ER40153 "HEHC OTR RPT: DIABETES AGE 5--WF" ; +label variable ER40154 "HEHC OTR RPT: DIABETES AGE 6--WF" ; +label variable ER40155 "HEHC OTR RPT: DIABETES AGE 7--WF" ; +label variable ER40156 "HEHC OTR RPT: DIABETES AGE 8--WF" ; +label variable ER40157 "HEHC OTR RPT: DIABETES AGE 9--WF" ; +label variable ER40158 "HEHC OTR RPT: DIABETES AGE 10--WF" ; +label variable ER40159 "HEHC OTR RPT: DIABETES AGE 11--WF" ; +label variable ER40160 "HEHC OTR RPT: DIABETES AGE 12--WF" ; +label variable ER40161 "HEHC OTR RPT: DIABETES AGE 13--WF" ; +label variable ER40162 "HEHC OTR RPT: DIABETES AGE 14--WF" ; +label variable ER40163 "HEHC OTR RPT: DIABETES AGE 15--WF" ; +label variable ER40164 "HEHC OTR RPT: DIABETES AGE 16--WF" ; +label variable ER40165 "HEHC OTR RPT: DIABETES AGE 17+--WF" ; +label variable ER40166 "HEHC OTR RPT: AGE END DIABETES--WF" ; +label variable ER40167 "HEHC OTR RPT: RESP DIS B4 AGE 1--WF" ; +label variable ER40168 "HEHC OTR RPT: RESP DIS AGE 1--WF" ; +label variable ER40169 "HEHC OTR RPT: RESP DIS AGE 2--WF" ; +label variable ER40170 "HEHC OTR RPT: RESP DIS AGE 3--WF" ; +label variable ER40171 "HEHC OTR RPT: RESP DIS AGE 4--WF" ; +label variable ER40172 "HEHC OTR RPT: RESP DIS AGE 5--WF" ; +label variable ER40173 "HEHC OTR RPT: RESP DIS AGE 6--WF" ; +label variable ER40174 "HEHC OTR RPT: RESP DIS AGE 7--WF" ; +label variable ER40175 "HEHC OTR RPT: RESP DIS AGE 8--WF" ; +label variable ER40176 "HEHC OTR RPT: RESP DIS AGE 9--WF" ; +label variable ER40177 "HEHC OTR RPT: RESP DIS AGE 10--WF" ; +label variable ER40178 "HEHC OTR RPT: RESP DIS AGE 11--WF" ; +label variable ER40179 "HEHC OTR RPT: RESP DIS AGE 12--WF" ; +label variable ER40180 "HEHC OTR RPT: RESP DIS AGE 13--WF" ; +label variable ER40181 "HEHC OTR RPT: RESP DIS AGE 14--WF" ; +label variable ER40182 "HEHC OTR RPT: RESP DIS AGE 15--WF" ; +label variable ER40183 "HEHC OTR RPT: RESP DIS AGE 16--WF" ; +label variable ER40184 "HEHC OTR RPT: RESP DIS AGE 17+--WF" ; +label variable ER40185 "HEHC OTR RPT: AGE END RESP DIS--WF" ; +label variable ER40186 "HEHC OTR RPT: SPCH IMPAIR B4 AGE 1--WF" ; +label variable ER40187 "HEHC OTR RPT: SPCH IMPAIR AGE 1--WF" ; +label variable ER40188 "HEHC OTR RPT: SPCH IMPAIR AGE 2--WF" ; +label variable ER40189 "HEHC OTR RPT: SPCH IMPAIR AGE 3--WF" ; +label variable ER40190 "HEHC OTR RPT: SPCH IMPAIR AGE 4--WF" ; +label variable ER40191 "HEHC OTR RPT: SPCH IMPAIR AGE 5--WF" ; +label variable ER40192 "HEHC OTR RPT: SPCH IMPAIR AGE 6--WF" ; +label variable ER40193 "HEHC OTR RPT: SPCH IMPAIR AGE 7--WF" ; +label variable ER40194 "HEHC OTR RPT: SPCH IMPAIR AGE 8--WF" ; +label variable ER40195 "HEHC OTR RPT: SPCH IMPAIR AGE 9--WF" ; +label variable ER40196 "HEHC OTR RPT: SPCH IMPAIR AGE 10--WF" ; +label variable ER40197 "HEHC OTR RPT: SPCH IMPAIR AGE 11--WF" ; +label variable ER40198 "HEHC OTR RPT: SPCH IMPAIR AGE 12--WF" ; +label variable ER40199 "HEHC OTR RPT: SPCH IMPAIR AGE 13--WF" ; +label variable ER40200 "HEHC OTR RPT: SPCH IMPAIR AGE 14--WF" ; +label variable ER40201 "HEHC OTR RPT: SPCH IMPAIR AGE 15--WF" ; +label variable ER40202 "HEHC OTR RPT: SPCH IMPAIR AGE 16--WF" ; +label variable ER40203 "HEHC OTR RPT: SPCH IMPAIR AGE 17+--WF" ; +label variable ER40204 "HEHC OTR RPT: AGE END SPCH IMPAIR--WF" ; +label variable ER40205 "HEHC OTR RPT: ALLERGY B4 AGE 1--WF" ; +label variable ER40206 "HEHC OTR RPT: ALLERGY AGE 1--WF" ; +label variable ER40207 "HEHC OTR RPT: ALLERGY AGE 2--WF" ; +label variable ER40208 "HEHC OTR RPT: ALLERGY AGE 3--WF" ; +label variable ER40209 "HEHC OTR RPT: ALLERGY AGE 4--WF" ; +label variable ER40210 "HEHC OTR RPT: ALLERGY AGE 5--WF" ; +label variable ER40211 "HEHC OTR RPT: ALLERGY AGE 6--WF" ; +label variable ER40212 "HEHC OTR RPT: ALLERGY AGE 7--WF" ; +label variable ER40213 "HEHC OTR RPT: ALLERGY AGE 8--WF" ; +label variable ER40214 "HEHC OTR RPT: ALLERGY AGE 9--WF" ; +label variable ER40215 "HEHC OTR RPT: ALLERGY AGE 10--WF" ; +label variable ER40216 "HEHC OTR RPT: ALLERGY AGE 11--WF" ; +label variable ER40217 "HEHC OTR RPT: ALLERGY AGE 12--WF" ; +label variable ER40218 "HEHC OTR RPT: ALLERGY AGE 13--WF" ; +label variable ER40219 "HEHC OTR RPT: ALLERGY AGE 14--WF" ; +label variable ER40220 "HEHC OTR RPT: ALLERGY AGE 15--WF" ; +label variable ER40221 "HEHC OTR RPT: ALLERGY AGE 16--WF" ; +label variable ER40222 "HEHC OTR RPT: ALLERGY AGE 17+--WF" ; +label variable ER40223 "HEHC OTR RPT: AGE END ALLERGY--WF" ; +label variable ER40224 "HEHC OTR RPT: HEART TRBL B4 AGE 1--WF" ; +label variable ER40225 "HEHC OTR RPT: HEART TRBL AGE 1--WF" ; +label variable ER40226 "HEHC OTR RPT: HEART TRBL AGE 2--WF" ; +label variable ER40227 "HEHC OTR RPT: HEART TRBL AGE 3--WF" ; +label variable ER40228 "HEHC OTR RPT: HEART TRBL AGE 4--WF" ; +label variable ER40229 "HEHC OTR RPT: HEART TRBL AGE 5--WF" ; +label variable ER40230 "HEHC OTR RPT: HEART TRBL AGE 6--WF" ; +label variable ER40231 "HEHC OTR RPT: HEART TRBL AGE 7--WF" ; +label variable ER40232 "HEHC OTR RPT: HEART TRBL AGE 8--WF" ; +label variable ER40233 "HEHC OTR RPT: HEART TRBL AGE 9--WF" ; +label variable ER40234 "HEHC OTR RPT: HEART TRBL AGE 10--WF" ; +label variable ER40235 "HEHC OTR RPT: HEART TRBL AGE 11--WF" ; +label variable ER40236 "HEHC OTR RPT: HEART TRBL AGE 12--WF" ; +label variable ER40237 "HEHC OTR RPT: HEART TRBL AGE 13--WF" ; +label variable ER40238 "HEHC OTR RPT: HEART TRBL AGE 14--WF" ; +label variable ER40239 "HEHC OTR RPT: HEART TRBL AGE 15--WF" ; +label variable ER40240 "HEHC OTR RPT: HEART TRBL AGE 16--WF" ; +label variable ER40241 "HEHC OTR RPT: HEART TRBL AGE 17+--WF" ; +label variable ER40242 "HEHC OTR RPT: AGE END HEART TRBL--WF" ; +label variable ER40243 "HEHC OTR RPT: EAR PROBS B4 AGE 1--WF" ; +label variable ER40244 "HEHC OTR RPT: EAR PROBS AGE 1--WF" ; +label variable ER40245 "HEHC OTR RPT: EAR PROBS AGE 2--WF" ; +label variable ER40246 "HEHC OTR RPT: EAR PROBS AGE 3--WF" ; +label variable ER40247 "HEHC OTR RPT: EAR PROBS AGE 4--WF" ; +label variable ER40248 "HEHC OTR RPT: EAR PROBS AGE 5--WF" ; +label variable ER40249 "HEHC OTR RPT: EAR PROBS AGE 6--WF" ; +label variable ER40250 "HEHC OTR RPT: EAR PROBS AGE 7--WF" ; +label variable ER40251 "HEHC OTR RPT: EAR PROBS AGE 8--WF" ; +label variable ER40252 "HEHC OTR RPT: EAR PROBS AGE 9--WF" ; +label variable ER40253 "HEHC OTR RPT: EAR PROBS AGE 10--WF" ; +label variable ER40254 "HEHC OTR RPT: EAR PROBS AGE 11--WF" ; +label variable ER40255 "HEHC OTR RPT: EAR PROBS AGE 12--WF" ; +label variable ER40256 "HEHC OTR RPT: EAR PROBS AGE 13--WF" ; +label variable ER40257 "HEHC OTR RPT: EAR PROBS AGE 14--WF" ; +label variable ER40258 "HEHC OTR RPT: EAR PROBS AGE 15--WF" ; +label variable ER40259 "HEHC OTR RPT: EAR PROBS AGE 16--WF" ; +label variable ER40260 "HEHC OTR RPT: EAR PROBS AGE 17+--WF" ; +label variable ER40261 "HEHC OTR RPT: AGE END EAR PROBS--WF" ; +label variable ER40262 "HEHC OTR RPT: EPILEPSY B4 AGE 1--WF" ; +label variable ER40263 "HEHC OTR RPT: EPILEPSY AGE 1--WF" ; +label variable ER40264 "HEHC OTR RPT: EPILEPSY AGE 2--WF" ; +label variable ER40265 "HEHC OTR RPT: EPILEPSY AGE 3--WF" ; +label variable ER40266 "HEHC OTR RPT: EPILEPSY AGE 4--WF" ; +label variable ER40267 "HEHC OTR RPT: EPILEPSY AGE 5--WF" ; +label variable ER40268 "HEHC OTR RPT: EPILEPSY AGE 6--WF" ; +label variable ER40269 "HEHC OTR RPT: EPILEPSY AGE 7--WF" ; +label variable ER40270 "HEHC OTR RPT: EPILEPSY AGE 8--WF" ; +label variable ER40271 "HEHC OTR RPT: EPILEPSY AGE 9--WF" ; +label variable ER40272 "HEHC OTR RPT: EPILEPSY AGE 10--WF" ; +label variable ER40273 "HEHC OTR RPT: EPILEPSY AGE 11--WF" ; +label variable ER40274 "HEHC OTR RPT: EPILEPSY AGE 12--WF" ; +label variable ER40275 "HEHC OTR RPT: EPILEPSY AGE 13--WF" ; +label variable ER40276 "HEHC OTR RPT: EPILEPSY AGE 14--WF" ; +label variable ER40277 "HEHC OTR RPT: EPILEPSY AGE 15--WF" ; +label variable ER40278 "HEHC OTR RPT: EPILEPSY AGE 16--WF" ; +label variable ER40279 "HEHC OTR RPT: EPILEPSY AGE 17+--WF" ; +label variable ER40280 "HEHC OTR RPT: AGE END EPILEPSY--WF" ; +label variable ER40281 "HEHC OTR RPT: HEADACHE B4 AGE 1--WF" ; +label variable ER40282 "HEHC OTR RPT: HEADACHE AGE 1--WF" ; +label variable ER40283 "HEHC OTR RPT: HEADACHE AGE 2--WF" ; +label variable ER40284 "HEHC OTR RPT: HEADACHE AGE 3--WF" ; +label variable ER40285 "HEHC OTR RPT: HEADACHE AGE 4--WF" ; +label variable ER40286 "HEHC OTR RPT: HEADACHE AGE 5--WF" ; +label variable ER40287 "HEHC OTR RPT: HEADACHE AGE 6--WF" ; +label variable ER40288 "HEHC OTR RPT: HEADACHE AGE 7--WF" ; +label variable ER40289 "HEHC OTR RPT: HEADACHE AGE 8--WF" ; +label variable ER40290 "HEHC OTR RPT: HEADACHE AGE 9--WF" ; +label variable ER40291 "HEHC OTR RPT: HEADACHE AGE 10--WF" ; +label variable ER40292 "HEHC OTR RPT: HEADACHE AGE 11--WF" ; +label variable ER40293 "HEHC OTR RPT: HEADACHE AGE 12--WF" ; +label variable ER40294 "HEHC OTR RPT: HEADACHE AGE 13--WF" ; +label variable ER40295 "HEHC OTR RPT: HEADACHE AGE 14--WF" ; +label variable ER40296 "HEHC OTR RPT: HEADACHE AGE 15--WF" ; +label variable ER40297 "HEHC OTR RPT: HEADACHE AGE 16--WF" ; +label variable ER40298 "HEHC OTR RPT: HEADACHE AGE 17+--WF" ; +label variable ER40299 "HEHC OTR RPT: AGE END HEADACHE--WF" ; +label variable ER40300 "HEHC OTR RPT: STOM PROB B4 AGE 1--WF" ; +label variable ER40301 "HEHC OTR RPT: STOM PROB AGE 1--WF" ; +label variable ER40302 "HEHC OTR RPT: STOM PROB AGE 2--WF" ; +label variable ER40303 "HEHC OTR RPT: STOM PROB AGE 3--WF" ; +label variable ER40304 "HEHC OTR RPT: STOM PROB AGE 4--WF" ; +label variable ER40305 "HEHC OTR RPT: STOM PROB AGE 5--WF" ; +label variable ER40306 "HEHC OTR RPT: STOM PROB AGE 6--WF" ; +label variable ER40307 "HEHC OTR RPT: STOM PROB AGE 7--WF" ; +label variable ER40308 "HEHC OTR RPT: STOM PROB AGE 8--WF" ; +label variable ER40309 "HEHC OTR RPT: STOM PROB AGE 9--WF" ; +label variable ER40310 "HEHC OTR RPT: STOM PROB AGE 10--WF" ; +label variable ER40311 "HEHC OTR RPT: STOM PROB AGE 11--WF" ; +label variable ER40312 "HEHC OTR RPT: STOM PROB AGE 12--WF" ; +label variable ER40313 "HEHC OTR RPT: STOM PROB AGE 13--WF" ; +label variable ER40314 "HEHC OTR RPT: STOM PROB AGE 14--WF" ; +label variable ER40315 "HEHC OTR RPT: STOM PROB AGE 15--WF" ; +label variable ER40316 "HEHC OTR RPT: STOM PROB AGE 16--WF" ; +label variable ER40317 "HEHC OTR RPT: STOM PROB AGE 17+--WF" ; +label variable ER40318 "HEHC OTR RPT: AGE END STOM PROB--WF" ; +label variable ER40319 "HEHC OTR RPT: HGH BLOOD PR B4 AGE 1--WF" ; +label variable ER40320 "HEHC OTR RPT: HGH BLOOD PR AGE 1--WF" ; +label variable ER40321 "HEHC OTR RPT: HGH BLOOD PR AGE 2--WF" ; +label variable ER40322 "HEHC OTR RPT: HGH BLOOD PR AGE 3--WF" ; +label variable ER40323 "HEHC OTR RPT: HGH BLOOD PR AGE 4--WF" ; +label variable ER40324 "HEHC OTR RPT: HGH BLOOD PR AGE 5--WF" ; +label variable ER40325 "HEHC OTR RPT: HGH BLOOD PR AGE 6--WF" ; +label variable ER40326 "HEHC OTR RPT: HGH BLOOD PR AGE 7--WF" ; +label variable ER40327 "HEHC OTR RPT: HGH BLOOD PR AGE 8--WF" ; +label variable ER40328 "HEHC OTR RPT: HGH BLOOD PR AGE 9--WF" ; +label variable ER40329 "HEHC OTR RPT: HGH BLOOD PR AGE 10--WF" ; +label variable ER40330 "HEHC OTR RPT: HGH BLOOD PR AGE 11--WF" ; +label variable ER40331 "HEHC OTR RPT: HGH BLOOD PR AGE 12--WF" ; +label variable ER40332 "HEHC OTR RPT: HGH BLOOD PR AGE 13--WF" ; +label variable ER40333 "HEHC OTR RPT: HGH BLOOD PR AGE 14--WF" ; +label variable ER40334 "HEHC OTR RPT: HGH BLOOD PR AGE 15--WF" ; +label variable ER40335 "HEHC OTR RPT: HGH BLOOD PR AGE 16--WF" ; +label variable ER40336 "HEHC OTR RPT: HGH BLOOD PR AGE 17+--WF" ; +label variable ER40337 "HEHC OTR RPT: AGE END HGH BLOOD PR--WF" ; +label variable ER40338 "HEHC OTR RPT: DEPRESSION B4 AGE 1--WF" ; +label variable ER40339 "HEHC OTR RPT: DEPRESSION AGE 1--WF" ; +label variable ER40340 "HEHC OTR RPT: DEPRESSION AGE 2--WF" ; +label variable ER40341 "HEHC OTR RPT: DEPRESSION AGE 3--WF" ; +label variable ER40342 "HEHC OTR RPT: DEPRESSION AGE 4--WF" ; +label variable ER40343 "HEHC OTR RPT: DEPRESSION AGE 5--WF" ; +label variable ER40344 "HEHC OTR RPT: DEPRESSION AGE 6--WF" ; +label variable ER40345 "HEHC OTR RPT: DEPRESSION AGE 7--WF" ; +label variable ER40346 "HEHC OTR RPT: DEPRESSION AGE 8--WF" ; +label variable ER40347 "HEHC OTR RPT: DEPRESSION AGE 9--WF" ; +label variable ER40348 "HEHC OTR RPT: DEPRESSION AGE 10--WF" ; +label variable ER40349 "HEHC OTR RPT: DEPRESSION AGE 11--WF" ; +label variable ER40350 "HEHC OTR RPT: DEPRESSION AGE 12--WF" ; +label variable ER40351 "HEHC OTR RPT: DEPRESSION AGE 13--WF" ; +label variable ER40352 "HEHC OTR RPT: DEPRESSION AGE 14--WF" ; +label variable ER40353 "HEHC OTR RPT: DEPRESSION AGE 15--WF" ; +label variable ER40354 "HEHC OTR RPT: DEPRESSION AGE 16--WF" ; +label variable ER40355 "HEHC OTR RPT: DEPRESSION AGE 17+--WF" ; +label variable ER40356 "HEHC OTR RPT: AGE END DEPRESSION--WF" ; +label variable ER40357 "HEHC OTR RPT: DRUG/AL PROB B4 AGE 1--WF" ; +label variable ER40358 "HEHC OTR RPT: DRUG/AL PROB AGE 1--WF" ; +label variable ER40359 "HEHC OTR RPT: DRUG/AL PROB AGE 2--WF" ; +label variable ER40360 "HEHC OTR RPT: DRUG/AL PROB AGE 3--WF" ; +label variable ER40361 "HEHC OTR RPT: DRUG/AL PROB AGE 4--WF" ; +label variable ER40362 "HEHC OTR RPT: DRUG/AL PROB AGE 5--WF" ; +label variable ER40363 "HEHC OTR RPT: DRUG/AL PROB AGE 6--WF" ; +label variable ER40364 "HEHC OTR RPT: DRUG/AL PROB AGE 7--WF" ; +label variable ER40365 "HEHC OTR RPT: DRUG/AL PROB AGE 8--WF" ; +label variable ER40366 "HEHC OTR RPT: DRUG/AL PROB AGE 9--WF" ; +label variable ER40367 "HEHC OTR RPT: DRUG/AL PROB AGE 10--WF" ; +label variable ER40368 "HEHC OTR RPT: DRUG/AL PROB AGE 11--WF" ; +label variable ER40369 "HEHC OTR RPT: DRUG/AL PROB AGE 12--WF" ; +label variable ER40370 "HEHC OTR RPT: DRUG/AL PROB AGE 13--WF" ; +label variable ER40371 "HEHC OTR RPT: DRUG/AL PROB AGE 14--WF" ; +label variable ER40372 "HEHC OTR RPT: DRUG/AL PROB AGE 15--WF" ; +label variable ER40373 "HEHC OTR RPT: DRUG/AL PROB AGE 16--WF" ; +label variable ER40374 "HEHC OTR RPT: DRUG/AL PROB AGE 17+--WF" ; +label variable ER40375 "HEHC OTR RPT: AGE END DRUG/AL PROB--WF" ; +label variable ER40376 "HEHC OTR RPT: OTR PSYCH PROB B4 AGE 1--W" ; +label variable ER40377 "HEHC OTR RPT: OTR PSYCH PROB AGE 1--WF" ; +label variable ER40378 "HEHC OTR RPT: OTR PSYCH PROB AGE 2--WF" ; +label variable ER40379 "HEHC OTR RPT: OTR PSYCH PROB AGE 3--WF" ; +label variable ER40380 "HEHC OTR RPT: OTR PSYCH PROB AGE 4--WF" ; +label variable ER40381 "HEHC OTR RPT: OTR PSYCH PROB AGE 5--WF" ; +label variable ER40382 "HEHC OTR RPT: OTR PSYCH PROB AGE 6--WF" ; +label variable ER40383 "HEHC OTR RPT: OTR PSYCH PROB AGE 7--WF" ; +label variable ER40384 "HEHC OTR RPT: OTR PSYCH PROB AGE 8--WF" ; +label variable ER40385 "HEHC OTR RPT: OTR PSYCH PROB AGE 9--WF" ; +label variable ER40386 "HEHC OTR RPT: OTR PSYCH PROB AGE 10--WF" ; +label variable ER40387 "HEHC OTR RPT: OTR PSYCH PROB AGE 11--WF" ; +label variable ER40388 "HEHC OTR RPT: OTR PSYCH PROB AGE 12--WF" ; +label variable ER40389 "HEHC OTR RPT: OTR PSYCH PROB AGE 13--WF" ; +label variable ER40390 "HEHC OTR RPT: OTR PSYCH PROB AGE 14--WF" ; +label variable ER40391 "HEHC OTR RPT: OTR PSYCH PROB AGE 15--WF" ; +label variable ER40392 "HEHC OTR RPT: OTR PSYCH PROB AGE 16--WF" ; +label variable ER40393 "HEHC OTR RPT: OTR PSYCH PROB AGE 17+--WF" ; +label variable ER40394 "HEHC OTR RPT: AGE END OTR PSYCH PROB--WF" ; +label variable ER40395 "H49 WTR OTHERS IN FU IN POOR HEALTH" ; +label variable ER40396 "H59A SADNESS IN PAST 30 DAYS" ; +label variable ER40397 "H59B NERVOUS IN PAST 30 DAYS" ; +label variable ER40398 "H59C RESTLESS IN PAST 30 DAYS" ; +label variable ER40399 "H59D HOPELESS IN PAST 30 DAYS" ; +label variable ER40400 "H59E EVERYTHING EFFORT IN PAST 30 DAYS" ; +label variable ER40401 "H59F WORTHLESS IN PAST 30 DAYS" ; +label variable ER40402 "K-6 NON-SPEC PSYCHOL DISTRESS SCALE" ; +label variable ER40403 "H59G MORE/LESS OFTEN THAN USUAL" ; +label variable ER40404 "H59H LOT/SOMEWHAT/LITTLE MORE THAN USUAL" ; +label variable ER40405 "H59I LOT/SOMEWHAT/LITTLE LESS THAN USUAL" ; +label variable ER40406 "H59J HOW MUCH FEELINGS INTERFERE W/LIFE" ; +label variable ER40407 "H59K NUMBER OF DAYS UNABLE TO WORK" ; +label variable ER40408 "H59L NUMBER OF DAYS REDUCED WORK" ; +label variable ER40409 "H60 WTR FU MEMBER W/HLTH INS LAST 2 YRS" ; +label variable ER40410 "H63 TOTAL PAID FOR HLTH INS LAST 2 YRS" ; +label variable ER40411 "H63A WTR AMT GE 2,400" ; +label variable ER40412 "H63B WTR AMT GE 5,000" ; +label variable ER40413 "H63C WTR AMT GE 1,000" ; +label variable ER40414 "H64 TOTAL HOSPITAL/NURSNG HOME EXPENSES" ; +label variable ER40415 "H65 WTR TOTAL EXPENSE GE 10,000" ; +label variable ER40416 "H66 WTR TOTAL EXPENSE GE 20,000" ; +label variable ER40417 "H67 WTR TOTAL EXPENSE GE 50,000" ; +label variable ER40418 "H68 WTR TOTAL EXPENSE GE 5,000" ; +label variable ER40419 "H69 WTR TOTAL EXPENSE GE 500" ; +label variable ER40420 "H70 TOT DR/OUTPT SURGRY/DENTAL EXPENSES" ; +label variable ER40421 "H71 WTR TOTAL EXPENSE GE 1,000" ; +label variable ER40422 "H72 WTR TOTAL EXPENSE GE 5,000" ; +label variable ER40423 "H73 WTR TOTAL EXPENSE GE 20,000" ; +label variable ER40424 "H74 WTR TOTAL EXPENSE GE 500" ; +label variable ER40425 "H75 WTR TOTAL EXPENSE GE 200" ; +label variable ER40426 "H76 TOTAL PRESCRIPTN/OTR SVCS EXPENSES" ; +label variable ER40427 "H77 WTR TOTAL EXPENSE GE 5,000" ; +label variable ER40428 "H78 WTR TOTAL EXPENSE GE 10,000" ; +label variable ER40429 "H79 WTR TOTAL EXPENSE GE 20,000" ; +label variable ER40430 "H80 WTR TOTAL EXPENSE GE 1,000" ; +label variable ER40431 "H81 WTR TOTAL EXPENSE GE 500" ; +label variable ER40432 "H82 TOTAL COST ALL MEDICAL CARE" ; +label variable ER40433 "H83 WTR TOTAL COST GE 25,000" ; +label variable ER40434 "H84 WTR TOTAL COST GE 100,000" ; +label variable ER40435 "H85 WTR TOTAL COST GE 500,000" ; +label variable ER40436 "H86 WTR TOTAL COST GE 5,000" ; +label variable ER40437 "H87 WTR TOTAL COST GE 1,000" ; +label variable ER40438 "K1 CKPT: WTR NEW WIFE IN FU" ; +label variable ER40439 "K2 STATE WHERE FATHER BORN-WF" ; +label variable ER40440 "K3 STATE FATHER GREW UP-WF" ; +label variable ER40441 "K4 WTR FATHER EDUCATED IN US-WF" ; +label variable ER40442 "K5 EDUCATION OF FATHER IN US-WF" ; +label variable ER40443 "K6 WTR FATHER READ/WRITE-WF" ; +label variable ER40444 "K7 CKPT: WTR FATHER ED ALL IN US-WF" ; +label variable ER40445 "K8 YRS FOREIGN EDUCATION OF FATHR-WF" ; +label variable ER40446 "K9 FOREIGN DEGREES OF FATHER-WF" ; +label variable ER40447 "K10-10A OCCUPATION OF FATHER-WF" ; +label variable ER40448 "K11 INDUSTRY OF FATHER-WF" ; +label variable ER40449 "K12 STATE WHERE MOTHER BORN-WF" ; +label variable ER40450 "K13 STATE MOTHER GREW UP-WF" ; +label variable ER40451 "K14 WTR MOTHER EDUCATED IN US-WF" ; +label variable ER40452 "K15 EDUCATION OF MOTHER IN US-WF" ; +label variable ER40453 "K16 WTR MOTHER READ/WRITE-WF" ; +label variable ER40454 "K17 CKPT: WTR MOTHER ED ALL IN US-WF" ; +label variable ER40455 "K18 YRS FOREIGN EDUCATION OF MOTHR-WF" ; +label variable ER40456 "K19 FOREIGN DEGREES OF MOTHER-WF" ; +label variable ER40457 "K20-20A OCCUPATION OF MOTHER-WF" ; +label variable ER40458 "K21 INDUSTRY OF MOTHER-WF" ; +label variable ER40459 "K22 WHETHER BROTHERS-WF" ; +label variable ER40460 "K23 # BROTHERS-WIFE" ; +label variable ER40461 "K24 WTR ONLY BRO STILL ALIVE-WF" ; +label variable ER40462 "K25 WTR ONLY BRO OLDER THAN WIFE" ; +label variable ER40463 "K26 # BROTHERS STILL ALIVE-WF" ; +label variable ER40464 "K27 WTR ANY BRO OLDER THAN WIFE" ; +label variable ER40465 "K28 WHETHER SISTERS-WF" ; +label variable ER40466 "K29 # SISTERS-WIFE" ; +label variable ER40467 "K30 WTR ONLY SIS STILL ALIVE-WF" ; +label variable ER40468 "K31 WTR ONLY SIS OLDER THAN WIFE" ; +label variable ER40469 "K32 # SISTERS STILL ALIVE-WF" ; +label variable ER40470 "K33 WTR ANY SIS OLDER THAN WIFE" ; +label variable ER40471 "K39 SPANISH DESCENT-WIFE" ; +label variable ER40472 "K40 RACE OF WIFE-MENTION 1" ; +label variable ER40473 "K40 RACE OF WIFE-MENTION 2" ; +label variable ER40474 "K40 RACE OF WIFE-MENTION 3" ; +label variable ER40475 "K40 RACE OF WIFE-MENTION 4" ; +label variable ER40476 "K41 ETHNIC GROUP-WF" ; +label variable ER40477 "K41 NATIONALITY MENTION 1-WF" ; +label variable ER40478 "K41 NATIONALITY MENTION 2-WF" ; +label variable ER40479 "K42 WTR EVER IN MILITARY-WF" ; +label variable ER40480 "K43 WTR WIFE EDUCATED IN US" ; +label variable ER40481 "K44 WTR GRADUATED HS-WF" ; +label variable ER40482 "K45 MO GRADUATED HS-WF" ; +label variable ER40483 "K45 YR GRADUATED HS-WF" ; +label variable ER40484 "K46 GRADE LEVEL IF GED-WF" ; +label variable ER40485 "K47 MO LAST IN SCHOOL IF GED-WF" ; +label variable ER40486 "K47 YR LAST IN SCHOOL IF GED-WF" ; +label variable ER40487 "K48 MO RECEIVED GED-WF" ; +label variable ER40488 "K48 YR RECEIVED GED-WF" ; +label variable ER40489 "K49 GRADE OF SCHOOL FINISHED-W" ; +label variable ER40490 "K50 MO LAST IN SCHOOL-WF" ; +label variable ER40491 "K50 YR LAST IN SCHOOL-WF" ; +label variable ER40492 "K51 WTR ATTENDED COLLEGE-WF" ; +label variable ER40493 "K52 MO LAST ATTENDED COLLEGE-WF" ; +label variable ER40494 "K52 YR LAST ATTENDED COLLEGE-WF" ; +label variable ER40495 "K53 HGHST YR COLL COMPLETED-WF" ; +label variable ER40496 "K54 WTR RECD COLLEGE DEGREE-WF" ; +label variable ER40497 "K55 HGHST COLLEGE DEGREE RECD-WF" ; +label variable ER40498 "K58 MO RECD COLLEGE DEGREE-WF" ; +label variable ER40499 "K58 YR RECD COLLEGE DEGREE-WF" ; +label variable ER40500 "K60 YRS FOREIGN EDUCATION-WF" ; +label variable ER40501 "K61 FOREIGN DEGREES-WIFE" ; +label variable ER40502 "K62 WTR RECD OTR DEG/CERT-WF" ; +label variable ER40503 "K63 TYPE 1ST OTR DEG/CERT-WF" ; +label variable ER40504 "K64 FIELD 1ST OTR DEG/CERT-WF" ; +label variable ER40505 "K65 INST/ORG OF 1ST OTR DEG/CERT-WF" ; +label variable ER40506 "K66 MO RECD 1ST OTR DEG/CERT-WF" ; +label variable ER40507 "K66 YR RECD 1ST OTR DEG/CERT-WF" ; +label variable ER40508 "K67 WTR 2ND DEGREE/CERT-WF" ; +label variable ER40509 "K63 TYPE 2ND OTR DEG/CERT-WF" ; +label variable ER40510 "K64 FIELD 2ND OTR DEG/CERT-WF" ; +label variable ER40511 "K65 INST/ORG OF 2ND OTR DEG/CERT-WF" ; +label variable ER40512 "K66 MO RECD 2ND OTR DEG/CERT-WF" ; +label variable ER40513 "K66 YR RECD 2ND OTR DEG/CERT-WF" ; +label variable ER40514 "K67 WTR 3RD DEGREE/CERT-WF" ; +label variable ER40515 "K63 TYPE 3RD OTR DEG/CERT-WF" ; +label variable ER40516 "K64 FIELD 3RD OTR DEG/CERT-WF" ; +label variable ER40517 "K65 INST/ORG OF 3RD OTR DEG/CERT-WF" ; +label variable ER40518 "K66 MO RECD 3RD OTR DEG/CERT-WF" ; +label variable ER40519 "K66 YR RECD 3RD OTR DEG/CERT-WF" ; +label variable ER40520 "K67 WTR 4TH DEGREE/CERT-WF" ; +label variable ER40521 "K68 RELIGIOUS PREFERENCE-WF" ; +label variable ER40522 "K69 RELIG DENOMINATION-WF" ; +label variable ER40523 "K70 #YRS WRKD SINCE 18-WF" ; +label variable ER40524 "K71 #YR WRKED FULLTIME-WF" ; +label variable ER40525 "K72 OCCUPATION 1ST FULL TIME JOB-WF" ; +label variable ER40526 "K73 INDUSTRY 1ST FULL-TIME JOB-WF" ; +label variable ER40527 "L1 CKPT: WTR NEW HEAD IN FU" ; +label variable ER40528 "L2 STATE WHERE FATHER BORN-HD" ; +label variable ER40529 "L3 STATE FATHER GREW UP-HD" ; +label variable ER40530 "L4 WTR FATHER EDUCATED IN US-HD" ; +label variable ER40531 "L5 EDUCATION OF FATHER IN US-HD" ; +label variable ER40532 "L6 WTR FATHER READ/WRITE-HD" ; +label variable ER40533 "L7 CKPT: WTR FATHER ED ALL IN US-HD" ; +label variable ER40534 "L8 YRS FOREIGN EDUCATION OF FATHR-HD" ; +label variable ER40535 "L9 FOREIGN DEGREES OF FATHER-HD" ; +label variable ER40536 "L10-10A OCCUPATION OF FATHER-HD" ; +label variable ER40537 "L11 INDUSTRY OF FATHER-HD" ; +label variable ER40538 "L12 STATE WHERE MOTHER BORN-HD" ; +label variable ER40539 "L13 STATE MOTHER GREW UP-HD" ; +label variable ER40540 "L14 WTR MOTHER EDUCATED IN US-H" ; +label variable ER40541 "L15 EDUCATION OF MOTHER IN US-HD" ; +label variable ER40542 "L16 WTR MOTHER READ/WRITE-HD" ; +label variable ER40543 "L17 CKPT: WTR MOTHER ED ALL IN US-HD" ; +label variable ER40544 "L18 YRS FOREIGN EDUCATION OF MOTHR-HD" ; +label variable ER40545 "L19 FOREIGN DEGREES OF MOTHER-HD" ; +label variable ER40546 "L20-20A OCCUPATION OF MOTHER-HD" ; +label variable ER40547 "L21 INDUSTRY OF MOTHER-HD" ; +label variable ER40548 "L22 WHETHER BROTHERS-HD" ; +label variable ER40549 "L23 # BROTHERS-HEAD" ; +label variable ER40550 "L24 WTR ONLY BRO STILL ALIVE-HD" ; +label variable ER40551 "L25 WTR ONLY BRO OLDER THAN HEAD" ; +label variable ER40552 "L26 # BROTHERS STILL ALIVE-HD" ; +label variable ER40553 "L27 WTR ANY BRO OLDER THAN HEAD" ; +label variable ER40554 "L28 WHETHER SISTERS-HD" ; +label variable ER40555 "L29 # SISTERS-HEAD" ; +label variable ER40556 "L30 WTR ONLY SIS STILL ALIVE-HD" ; +label variable ER40557 "L31 WTR ONLY SIS OLDER THAN HEAD" ; +label variable ER40558 "L32 # SISTERS STILL ALIVE-HD" ; +label variable ER40559 "L33 WTR ANY SIS OLDER THAN HEAD" ; +label variable ER40560 "L34 GREW UP FARM OR?-HD" ; +label variable ER40561 "L35 STATE WHERE HEAD GREW UP" ; +label variable ER40562 "L36 WTR EVER LIVED IN OTR STATE-HD" ; +label variable ER40563 "L38 WTR LIVED W/BOTH PARENTS-HD" ; +label variable ER40564 "L39 SPANISH DESCENT-HEAD" ; +label variable ER40565 "L40 RACE OF HEAD-MENTION 1" ; +label variable ER40566 "L40 RACE OF HEAD-MENTION 2" ; +label variable ER40567 "L40 RACE OF HEAD-MENTION 3" ; +label variable ER40568 "L40 RACE OF HEAD-MENTION 4" ; +label variable ER40569 "L41 ETHNIC GROUP-HD" ; +label variable ER40570 "L41 NATIONALITY MENTION 1-HD" ; +label variable ER40571 "L41 NATIONALITY MENTION 2-HD" ; +label variable ER40572 "L42 WTR EVER IN MILITARY-HD" ; +label variable ER40573 "L43 WTR HEAD EDUCATED IN US" ; +label variable ER40574 "L44 WTR GRADUATED HS-HD" ; +label variable ER40575 "L45 MO GRADUATED HS-HD" ; +label variable ER40576 "L45 YR GRADUATED HS-HD" ; +label variable ER40577 "L46 GRADE LEVEL IF GED-HD" ; +label variable ER40578 "L47 MO LAST IN SCHOOL IF GED-HD" ; +label variable ER40579 "L47 YR LAST IN SCHOOL IF GED-HD" ; +label variable ER40580 "L48 MO RECEIVED GED-HD" ; +label variable ER40581 "L48 YR RECEIVED GED-HD" ; +label variable ER40582 "L49 GRADE OF SCHOOL FINISHED-HD" ; +label variable ER40583 "L50 MO LAST IN SCHOOL-HD" ; +label variable ER40584 "L50 YR LAST IN SCHOOL-HD" ; +label variable ER40585 "L51 WTR ATTENDED COLLEGE-HD" ; +label variable ER40586 "L52 MO LAST ATTENDED COLLEGE-HD" ; +label variable ER40587 "L52 YR LAST ATTENDED COLLEGE-HD" ; +label variable ER40588 "L53 HGHST YR COLL COMPLETED-HD" ; +label variable ER40589 "L54 WTR RECD COLLEGE DEGREE-HD" ; +label variable ER40590 "L55 HGHST COLLEGE DEGREE RECD-HD" ; +label variable ER40591 "L58 MO RECD COLLEGE DEGREE-HD" ; +label variable ER40592 "L58 YR RECD COLLEGE DEGREE-HD" ; +label variable ER40593 "L60 YRS FOREIGN EDUCATION-HD" ; +label variable ER40594 "L61 FOREIGN DEGREES-HEAD" ; +label variable ER40595 "L62 WTR REC OTR DEG/CERT-HD" ; +label variable ER40596 "L63 TYPE 1ST OTR DEG/CERT-HD" ; +label variable ER40597 "L64 FIELD 1ST OTR DEG/CERT-HD" ; +label variable ER40598 "L65 INST/ORG OF 1ST OTR DEG/CERT-HD" ; +label variable ER40599 "L66 MO RECD 1ST OTR DEG/CERT-HD" ; +label variable ER40600 "L66 YR RECD 1ST OTR DEG/CERT-HD" ; +label variable ER40601 "L67 WTR 2ND DEGREE/CERT-HD" ; +label variable ER40602 "L63 TYPE 2ND OTR DEG/CERT-HD" ; +label variable ER40603 "L64 FIELD 2ND OTR DEG/CERT-HD" ; +label variable ER40604 "L65 INST/ORG OF 2ND OTR DEG/CERT-HD" ; +label variable ER40605 "L66 MO RECD 2ND OTR DEG/CERT-HD" ; +label variable ER40606 "L66 YR RECD 2ND OTR DEG/CERT-HD" ; +label variable ER40607 "L67 WTR 3RD DEGREE/CERT-HD" ; +label variable ER40608 "L63 TYPE 3RD OTR DEG/CERT-HD" ; +label variable ER40609 "L64 FIELD 3RD OTR DEG/CERT-HD" ; +label variable ER40610 "L65 INST/ORG OF 3RD OTR DEG/CERT-HD" ; +label variable ER40611 "L66 MO RECD 3RD OTR DEG/CERT-HD" ; +label variable ER40612 "L66 YR RECD 3RD OTR DEG/CERT-HD" ; +label variable ER40613 "L67 WTR 4TH DEGREE/CERT-HD" ; +label variable ER40614 "L68 RELIGIOUS PREFERENCE-HD" ; +label variable ER40615 "L69 RELIG DENOMINATION-HD" ; +label variable ER40616 "L70 #YRS WRKD SINCE 18-HD" ; +label variable ER40617 "L71 #YR WRKED FULLTIME-HD" ; +label variable ER40618 "L72-72A OCCUPATION 1ST FULL TIME JOB-HD" ; +label variable ER40619 "L73 INDUSTRY 1ST FULL TIME JOB-HD" ; +label variable ER40620 "M1 WTR DONATION>25 TO CHARITY LAST YEAR" ; +label variable ER40621 "M2 WTR DONATED TO RELIGIOUS ORGANIZATION" ; +label variable ER40622 "M2A DOLLAR AMT OF RELIGIOUS DONATIONS" ; +label variable ER40623 "M2B WTR RELIGIOUS DONATIONS GE 300" ; +label variable ER40624 "M2C WTR RELIGIOUS DONATIONS GE 1,000" ; +label variable ER40625 "M2D WTR RELIGIOUS DONATIONS GE 2,500" ; +label variable ER40626 "M2E WTR RELIGIOUS DONATIONS GE 100" ; +label variable ER40627 "M3 WTR DONATD TO COMBO PURPOSE ORGANIZTN" ; +label variable ER40628 "M3A DOLLAR AMT OF COMBO DONATIONS" ; +label variable ER40629 "M3B WTR COMBO DONATIONS GE 200" ; +label variable ER40630 "M3C WTR COMBO DONATIONS GE 500" ; +label variable ER40631 "M3D WTR COMBO DONATIONS GE 1,000" ; +label variable ER40632 "M3E WTR COMBO DONATIONS GE 100" ; +label variable ER40633 "M4 WTR DONATED TO ORGANIZATION FOR NEEDY" ; +label variable ER40634 "M4A DOLLAR AMT OF NEEDY DONATIONS" ; +label variable ER40635 "M4B WTR NEEDY DONATIONS GE 200" ; +label variable ER40636 "M4C WTR NEEDY DONATIONS GE 500" ; +label variable ER40637 "M4D WTR NEEDY DONATIONS GE 1,000" ; +label variable ER40638 "M4E WTR NEEDY DONATIONS GE 100" ; +label variable ER40639 "M5 WTR DONATED TO ORGANIZATN FOR HEALTH" ; +label variable ER40640 "M5A DOLLAR AMT OF HEALTH DONATIONS" ; +label variable ER40641 "M5B WTR HEALTH DONATIONS GE 200" ; +label variable ER40642 "M5C WTR HEALTH DONATIONS GE 500" ; +label variable ER40643 "M5D WTR HEALTH DONATIONS GE 1,000" ; +label variable ER40644 "M5E WTR HEALTH DONATIONS GE 100" ; +label variable ER40645 "M6 WTR DONATED TO ORGANZTION FOR EDUCATN" ; +label variable ER40646 "M6A DOLLAR AMT OF EDUCATION DONATIONS" ; +label variable ER40647 "M6B WTR EDUCATION DONATIONS GE 200" ; +label variable ER40648 "M6C WTR EDUCATION DONATIONS GE 500" ; +label variable ER40649 "M6D WTR EDUCATION DONATIONS GE 1,000" ; +label variable ER40650 "M6E WTR EDUCATION DONATIONS GE 100" ; +label variable ER40651 "M7 WTR DONATED TO YOUTH ORGANIZATIONS" ; +label variable ER40652 "M7A DOLLAR AMT OF YOUTH ORG DONATIONS" ; +label variable ER40653 "M7B WTR YOUTH ORG DONATIONS GE 200" ; +label variable ER40654 "M7C WTR YOUTH ORG DONATIONS GE 500" ; +label variable ER40655 "M7D WTR YOUTH ORG DONATIONS GE 1,000" ; +label variable ER40656 "M7E WTR YOUTH ORG DONATIONS GE 100" ; +label variable ER40657 "M8 WTR DONATED TO CULTURAL ORGS" ; +label variable ER40658 "M8A DOLLAR AMT OF CULTURAL DONATIONS" ; +label variable ER40659 "M8B WTR CULTURAL DONATIONS GE 200" ; +label variable ER40660 "M8C WTR CULTURAL DONATIONS GE 500" ; +label variable ER40661 "M8D WTR CULTURAL DONATIONS GE 1,000" ; +label variable ER40662 "M8E WTR CULTURAL DONATIONS GE 100" ; +label variable ER40663 "M9 WTR DONATED TO COMMUNITY ORGS" ; +label variable ER40664 "M9A DOLLAR AMT OF COMMUNITY DONATIONS" ; +label variable ER40665 "M9B WTR COMMUNITY DONATIONS GE 200" ; +label variable ER40666 "M9C WTR COMMUNITY DONATIONS GE 500" ; +label variable ER40667 "M9D WTR COMMUNITY DONATIONS GE 1,000" ; +label variable ER40668 "M9E WTR COMMUNITY DONATIONS GE 100" ; +label variable ER40669 "M10 WTR DONATED TO ENVIRONMENT ORGS" ; +label variable ER40670 "M10A DOLLAR AMT OF ENVIRONMENT DONATION" ; +label variable ER40671 "M10B WTR ENVIRONMENT DONATIONS GE 200" ; +label variable ER40672 "M10C WTR ENVIRONMENT DONATIONS GE 500" ; +label variable ER40673 "M10D WTR ENVIRONMENT DONATIONS GE 1,000" ; +label variable ER40674 "M10E WTR ENVIRONMENT DONATIONS GE 100" ; +label variable ER40675 "M11 WTR DONATED TO INTERNATL/PEACE ORG" ; +label variable ER40676 "M11A DOLLAR AMT OF INTERNATL/PEACE DNTN" ; +label variable ER40677 "M11B WTR INTERNATL/PEACE DNTNS GE 200" ; +label variable ER40678 "M11C WTR INTERNATL/PEACE DNTNS GE 500" ; +label variable ER40679 "M11D WTR INTERNATL/PEACE DNTNS GE 1,000" ; +label variable ER40680 "M11E WTR INTERNATL/PEACE DNTNS GE 100" ; +label variable ER40681 "M12 WTR DONATED TO OTHER ORGANIZATIONS" ; +label variable ER40681A "M12 TYPE ORGANIZATION DONATED TO" ; +label variable ER40682 "M12B DOLLAR AMT OF OTHER DONATIONS" ; +label variable ER40683 "M12C WTR OTHER DONATIONS GE 200" ; +label variable ER40684 "M12D WTR OTHER DONATIONS GE 500" ; +label variable ER40685 "M12E WTR OTHER DONATIONS GE 1,000" ; +label variable ER40686 "M12F WTR OTHER DONATIONS GE 100" ; +label variable ER40687 "R16 WTR OFUMS REC ASSET Y YR BEFORE LAST" ; +label variable ER40688 "R18 OFUM ASSET Y AMOUNT YEAR BEFORE LAST" ; +label variable ER40689 "R18 OFUM ASSET Y PER YEAR BEFORE LAST" ; +label variable ER40690 "R19 WTR OFUMS REC ASSET Y JAN YR B4 LAST" ; +label variable ER40691 "R19 WTR OFUMS REC ASSET Y FEB YR B4 LAST" ; +label variable ER40692 "R19 WTR OFUMS REC ASSET Y MAR YR B4 LAST" ; +label variable ER40693 "R19 WTR OFUMS REC ASSET Y APR YR B4 LAST" ; +label variable ER40694 "R19 WTR OFUMS REC ASSET Y MAY YR B4 LAST" ; +label variable ER40695 "R19 WTR OFUMS REC ASSET Y JUN YR B4 LAST" ; +label variable ER40696 "R19 WTR OFUMS REC ASSET Y JUL YR B4 LAST" ; +label variable ER40697 "R19 WTR OFUMS REC ASSET Y AUG YR B4 LAST" ; +label variable ER40698 "R19 WTR OFUMS REC ASSET Y SEP YR B4 LAST" ; +label variable ER40699 "R19 WTR OFUMS REC ASSET Y OCT YR B4 LAST" ; +label variable ER40700 "R19 WTR OFUMS REC ASSET Y NOV YR B4 LAST" ; +label variable ER40701 "R19 WTR OFUMS REC ASSET Y DEC YR B4 LAST" ; +label variable ER40702 "R20 WTR RECD SOC SECURITY YR BEFORE LAST" ; +label variable ER40703 "R22 TYPE SOC SEC MEN 1 YR BEFORE LAST" ; +label variable ER40704 "R22 TYPE SOC SEC MEN 2 YR BEFORE LAST" ; +label variable ER40705 "R23 SOCIAL SECURITY AMOUNT YEAR B4 LAST" ; +label variable ER40706 "R23 SOCIAL SECURITY PER YEAR BEFORE LAST" ; +label variable ER40707 "R24 WTR RECD SOC SEC JAN YR BEFORE LAST" ; +label variable ER40708 "R24 WTR RECD SOC SEC FEB YR BEFORE LAST" ; +label variable ER40709 "R24 WTR RECD SOC SEC MAR YR BEFORE LAST" ; +label variable ER40710 "R24 WTR RECD SOC SEC APR YR BEFORE LAST" ; +label variable ER40711 "R24 WTR RECD SOC SEC MAY YR BEFORE LAST" ; +label variable ER40712 "R24 WTR RECD SOC SEC JUN YR BEFORE LAST" ; +label variable ER40713 "R24 WTR RECD SOC SEC JUL YR BEFORE LAST" ; +label variable ER40714 "R24 WTR RECD SOC SEC AUG YR BEFORE LAST" ; +label variable ER40715 "R24 WTR RECD SOC SEC SEP YR BEFORE LAST" ; +label variable ER40716 "R24 WTR RECD SOC SEC OCT YR BEFORE LAST" ; +label variable ER40717 "R24 WTR RECD SOC SEC NOV YR BEFORE LAST" ; +label variable ER40718 "R24 WTR RECD SOC SEC DEC YR BEFORE LAST" ; +label variable ER40719 "R25 WTR RECD RETIREMENT YR BEFORE LAST" ; +label variable ER40720 "R26 RETIREMENT AMOUNT YEAR BEFORE LAST" ; +label variable ER40721 "R26 RETIREMENT PER YEAR BEFORE LAST" ; +label variable ER40722 "R28 WTR RECD RETIREMENT JAN YR B4 LAST" ; +label variable ER40723 "R28 WTR RECD RETIREMENT FEB YR B4 LAST" ; +label variable ER40724 "R28 WTR RECD RETIREMENT MAR YR B4 LAST" ; +label variable ER40725 "R28 WTR RECD RETIREMENT APR YR B4 LAST" ; +label variable ER40726 "R28 WTR RECD RETIREMENT MAY YR B4 LAST" ; +label variable ER40727 "R28 WTR RECD RETIREMENT JUN YR B4 LAST" ; +label variable ER40728 "R28 WTR RECD RETIREMENT JUL YR B4 LAST" ; +label variable ER40729 "R28 WTR RECD RETIREMENT AUG YR B4 LAST" ; +label variable ER40730 "R28 WTR RECD RETIREMENT SEP YR B4 LAST" ; +label variable ER40731 "R28 WTR RECD RETIREMENT OCT YR B4 LAST" ; +label variable ER40732 "R28 WTR RECD RETIREMENT NOV YR B4 LAST" ; +label variable ER40733 "R28 WTR RECD RETIREMENT DEC YR B4 LAST" ; +label variable ER40734 "R29 WTR RECD VA PENSION YR BEFORE LAST" ; +label variable ER40735 "R31 VA PENSION AMOUNT YEAR BEFORE LAST" ; +label variable ER40736 "R31 VA PENSION PER YEAR BEFORE LAST" ; +label variable ER40737 "R32 WTR RECD VA PENSION JAN YR B4 LAST" ; +label variable ER40738 "R32 WTR RECD VA PENSION FEB YR B4 LAST" ; +label variable ER40739 "R32 WTR RECD VA PENSION MAR YR B4 LAST" ; +label variable ER40740 "R32 WTR RECD VA PENSION APR YR B4 LAST" ; +label variable ER40741 "R32 WTR RECD VA PENSION MAY YR B4 LAST" ; +label variable ER40742 "R32 WTR RECD VA PENSION JUN YR B4 LAST" ; +label variable ER40743 "R32 WTR RECD VA PENSION JUL YR B4 LAST" ; +label variable ER40744 "R32 WTR RECD VA PENSION AUG YR B4 LAST" ; +label variable ER40745 "R32 WTR RECD VA PENSION SEP YR B4 LAST" ; +label variable ER40746 "R32 WTR RECD VA PENSION OCT YR B4 LAST" ; +label variable ER40747 "R32 WTR RECD VA PENSION NOV YR B4 LAST" ; +label variable ER40748 "R32 WTR RECD VA PENSION DEC YR B4 LAST" ; +label variable ER40749 "R33 WTR RECD UNEMP COMP YR BEFORE LAST" ; +label variable ER40750 "R35 UNEMP COMP AMOUNT YEAR BEFORE LAST" ; +label variable ER40751 "R35 UNEMP COMP PER YEAR BEFORE LAST" ; +label variable ER40752 "R36 WTR RECD UNEMP COMP JAN YR B4 LAST" ; +label variable ER40753 "R36 WTR RECD UNEMP COMP FEB YR B4 LAST" ; +label variable ER40754 "R36 WTR RECD UNEMP COMP MAR YR B4 LAST" ; +label variable ER40755 "R36 WTR RECD UNEMP COMP APR YR B4 LAST" ; +label variable ER40756 "R36 WTR RECD UNEMP COMP MAY YR B4 LAST" ; +label variable ER40757 "R36 WTR RECD UNEMP COMP JUN YR B4 LAST" ; +label variable ER40758 "R36 WTR RECD UNEMP COMP JUL YR B4 LAST" ; +label variable ER40759 "R36 WTR RECD UNEMP COMP AUG YR B4 LAST" ; +label variable ER40760 "R36 WTR RECD UNEMP COMP SEP YR B4 LAST" ; +label variable ER40761 "R36 WTR RECD UNEMP COMP OCT YR B4 LAST" ; +label variable ER40762 "R36 WTR RECD UNEMP COMP NOV YR B4 LAST" ; +label variable ER40763 "R36 WTR RECD UNEMP COMP DEC YR B4 LAST" ; +label variable ER40764 "R37 WTR RECD WORKERS COMP YR BEFORE LAST" ; +label variable ER40765 "R39 WORKERS COMP AMOUNT YEAR BEFORE LAST" ; +label variable ER40766 "R39 WORKERS COMP PER YEAR BEFORE LAST" ; +label variable ER40767 "R40 WTR RECD WORKERS COMP JAN YR B4 LAST" ; +label variable ER40768 "R40 WTR RECD WORKERS COMP FEB YR B4 LAST" ; +label variable ER40769 "R40 WTR RECD WORKERS COMP MAR YR B4 LAST" ; +label variable ER40770 "R40 WTR RECD WORKERS COMP APR YR B4 LAST" ; +label variable ER40771 "R40 WTR RECD WORKERS COMP MAY YR B4 LAST" ; +label variable ER40772 "R40 WTR RECD WORKERS COMP JUN YR B4 LAST" ; +label variable ER40773 "R40 WTR RECD WORKERS COMP JUL YR B4 LAST" ; +label variable ER40774 "R40 WTR RECD WORKERS COMP AUG YR B4 LAST" ; +label variable ER40775 "R40 WTR RECD WORKERS COMP SEP YR B4 LAST" ; +label variable ER40776 "R40 WTR RECD WORKERS COMP OCT YR B4 LAST" ; +label variable ER40777 "R40 WTR RECD WORKERS COMP NOV YR B4 LAST" ; +label variable ER40778 "R40 WTR RECD WORKERS COMP DEC YR B4 LAST" ; +label variable ER40779 "R41 WTR RECD TANF (ADC) YR B4 LAST" ; +label variable ER40780 "R45 TANF (ADC) AMOUNT YEAR BEFORE LAST" ; +label variable ER40781 "R45 TANF (ADC) PER YEAR BEFORE LAST" ; +label variable ER40782 "R46 WTR RECD TANF (ADC) JAN YR B4 LAST" ; +label variable ER40783 "R46 WTR RECD TANF (ADC) FEB YR B4 LAST" ; +label variable ER40784 "R46 WTR RECD TANF (ADC) MAR YR B4 LAST" ; +label variable ER40785 "R46 WTR RECD TANF (ADC) APR YR B4 LAST" ; +label variable ER40786 "R46 WTR RECD TANF (ADC) MAY YR B4 LAST" ; +label variable ER40787 "R46 WTR RECD TANF (ADC) JUN YR B4 LAST" ; +label variable ER40788 "R46 WTR RECD TANF (ADC) JUL YR B4 LAST" ; +label variable ER40789 "R46 WTR RECD TANF (ADC) AUG YR B4 LAST" ; +label variable ER40790 "R46 WTR RECD TANF (ADC) SEP YR B4 LAST" ; +label variable ER40791 "R46 WTR RECD TANF (ADC) OCT YR B4 LAST" ; +label variable ER40792 "R46 WTR RECD TANF (ADC) NOV YR B4 LAST" ; +label variable ER40793 "R46 WTR RECD TANF (ADC) DEC YR B4 LAST" ; +label variable ER40794 "R47 WTR RECEIVED SSI YR BEFORE LAST" ; +label variable ER40795 "R49 SSI AMOUNT YEAR BEFORE LAST" ; +label variable ER40796 "R49 SSI PER YEAR BEFORE LAST" ; +label variable ER40797 "R50 WTR RECD SSI JAN YR BEFORE LAST" ; +label variable ER40798 "R50 WTR RECD SSI FEB YR BEFORE LAST" ; +label variable ER40799 "R50 WTR RECD SSI MAR YR BEFORE LAST" ; +label variable ER40800 "R50 WTR RECD SSI APR YR BEFORE LAST" ; +label variable ER40801 "R50 WTR RECD SSI MAY YR BEFORE LAST" ; +label variable ER40802 "R50 WTR RECD SSI JUN YR BEFORE LAST" ; +label variable ER40803 "R50 WTR RECD SSI JUL YR BEFORE LAST" ; +label variable ER40804 "R50 WTR RECD SSI AUG YR BEFORE LAST" ; +label variable ER40805 "R50 WTR RECD SSI SEP YR BEFORE LAST" ; +label variable ER40806 "R50 WTR RECD SSI OCT YR BEFORE LAST" ; +label variable ER40807 "R50 WTR RECD SSI NOV YR BEFORE LAST" ; +label variable ER40808 "R50 WTR RECD SSI DEC YR BEFORE LAST" ; +label variable ER40809 "R51 WTR RECEIVED OTR WELFARE YR B4 LAST" ; +label variable ER40810 "R53 OTR WELFARE AMOUNT YEAR BEFORE LAST" ; +label variable ER40811 "R53 OTR WELFARE PER YEAR BEFORE LAST" ; +label variable ER40812 "R54 WTR RECD OTR WELFARE JAN YR B4 LAST" ; +label variable ER40813 "R54 WTR RECD OTR WELFARE FEB YR B4 LAST" ; +label variable ER40814 "R54 WTR RECD OTR WELFARE MAR YR B4 LAST" ; +label variable ER40815 "R54 WTR RECD OTR WELFARE APR YR B4 LAST" ; +label variable ER40816 "R54 WTR RECD OTR WELFARE MAY YR B4 LAST" ; +label variable ER40817 "R54 WTR RECD OTR WELFARE JUN YR B4 LAST" ; +label variable ER40818 "R54 WTR RECD OTR WELFARE JUL YR B4 LAST" ; +label variable ER40819 "R54 WTR RECD OTR WELFARE AUG YR B4 LAST" ; +label variable ER40820 "R54 WTR RECD OTR WELFARE SEP YR B4 LAST" ; +label variable ER40821 "R54 WTR RECD OTR WELFARE OCT YR B4 LAST" ; +label variable ER40822 "R54 WTR RECD OTR WELFARE NOV YR B4 LAST" ; +label variable ER40823 "R54 WTR RECD OTR WELFARE DEC YR B4 LAST" ; +label variable ER40824 "R55 WTR REC CH SUPP/ALIMONY YR B4 LAST" ; +label variable ER40825 "R57 CH SUPP/ALIMONY AMT YR BEFORE LAST" ; +label variable ER40826 "R57 CH SUPP/ALIMONY PER YR BEFORE LAST" ; +label variable ER40827 "R58 WTR REC CH SUPP/ALMNY JAN YR B4 LAST" ; +label variable ER40828 "R58 WTR REC CH SUPP/ALMNY FEB YR B4 LAST" ; +label variable ER40829 "R58 WTR REC CH SUPP/ALMNY MAR YR B4 LAST" ; +label variable ER40830 "R58 WTR REC CH SUPP/ALMNY APR YR B4 LAST" ; +label variable ER40831 "R58 WTR REC CH SUPP/ALMNY MAY YR B4 LAST" ; +label variable ER40832 "R58 WTR REC CH SUPP/ALMNY JUN YR B4 LAST" ; +label variable ER40833 "R58 WTR REC CH SUPP/ALMNY JUL YR B4 LAST" ; +label variable ER40834 "R58 WTR REC CH SUPP/ALMNY AUG YR B4 LAST" ; +label variable ER40835 "R58 WTR REC CH SUPP/ALMNY SEP YR B4 LAST" ; +label variable ER40836 "R58 WTR REC CH SUPP/ALMNY OCT YR B4 LAST" ; +label variable ER40837 "R58 WTR REC CH SUPP/ALMNY NOV YR B4 LAST" ; +label variable ER40838 "R58 WTR REC CH SUPP/ALMNY DEC YR B4 LAST" ; +label variable ER40839 "R59 WTR REC HELP FROM RELS YR B4 LAST" ; +label variable ER40840 "R61 HELP FROM RELS AMT YEAR BEFORE LAST" ; +label variable ER40841 "R61 HELP FROM RELS PER YEAR BEFORE LAST" ; +label variable ER40842 "R62 WTR REC HELP FRM RELS JAN YR B4 LAST" ; +label variable ER40843 "R62 WTR REC HELP FRM RELS FEB YR B4 LAST" ; +label variable ER40844 "R62 WTR REC HELP FRM RELS MAR YR B4 LAST" ; +label variable ER40845 "R62 WTR REC HELP FRM RELS APR YR B4 LAST" ; +label variable ER40846 "R62 WTR REC HELP FRM RELS MAY YR B4 LAST" ; +label variable ER40847 "R62 WTR REC HELP FRM RELS JUN YR B4 LAST" ; +label variable ER40848 "R62 WTR REC HELP FRM RELS JUL YR B4 LAST" ; +label variable ER40849 "R62 WTR REC HELP FRM RELS AUG YR B4 LAST" ; +label variable ER40850 "R62 WTR REC HELP FRM RELS SEP YR B4 LAST" ; +label variable ER40851 "R62 WTR REC HELP FRM RELS OCT YR B4 LAST" ; +label variable ER40852 "R62 WTR REC HELP FRM RELS NOV YR B4 LAST" ; +label variable ER40853 "R62 WTR REC HELP FRM RELS DEC YR B4 LAST" ; +label variable ER40854 "R63 WTR ANY OTR INCOME 2 YRS AGO" ; +label variable ER40855 "R66 AMT OF INCOME 2 YRS AGO" ; +label variable ER40856 "R66 PER FOR AMT OF INCOME 2 YRS AGO" ; +label variable ER40857 "R67 WTR RECD INCOME JAN 2 YRS AGO" ; +label variable ER40858 "R67 WTR RECD INCOME FEB 2 YRS AGO" ; +label variable ER40859 "R67 WTR RECD INCOME MAR 2 YRS AGO" ; +label variable ER40860 "R67 WTR RECD INCOME APR 2 YRS AGO" ; +label variable ER40861 "R67 WTR RECD INCOME MAY 2 YRS AGO" ; +label variable ER40862 "R67 WTR RECD INCOME JUN 2 YRS AGO" ; +label variable ER40863 "R67 WTR RECD INCOME JUL 2 YRS AGO" ; +label variable ER40864 "R67 WTR RECD INCOME AUG 2 YRS AGO" ; +label variable ER40865 "R67 WTR RECD INCOME SEP 2 YRS AGO" ; +label variable ER40866 "R67 WTR RECD INCOME OCT 2 YRS AGO" ; +label variable ER40867 "R67 WTR RECD INCOME NOV 2 YRS AGO" ; +label variable ER40868 "R67 WTR RECD INCOME DEC 2 YRS AGO" ; +label variable ER40869 "WHO WAS RESPONDENT" ; +label variable ER40870 "# CALLS FOR IW" ; +label variable ER40871 "LANGUAGE OF INTERVIEW" ; +label variable ER40872 "# OF INDIVIDUAL RECORDS" ; +label variable ER40873 "HEAD WORK WEEKS-2006" ; +label variable ER40874 "HEAD WEEKLY WORK HOURS-2006" ; +label variable ER40875 "HD OVERTIME WORK HOURS-2006" ; +label variable ER40876 "HEAD TOTAL HOURS OF WORK-2006" ; +label variable ER40877 "HD WEEKS MISSED FOR ILLNESS OF OTRS-2006" ; +label variable ER40878 "HD WEEKS MISSED FOR OWN ILLNESS-2006" ; +label variable ER40879 "HEAD WEEKS OFF FOR VACATION-2006" ; +label variable ER40880 "HEAD STRIKE WEEKS-2006" ; +label variable ER40881 "HEAD WEEKS LAID OFF-2006" ; +label variable ER40882 "HEAD UNEMPLOYMENT WEEKS-2006" ; +label variable ER40883 "HEAD WEEKS OUT OF LABOR FORCE-2006" ; +label variable ER40884 "WIFE WORK WEEKS-2006" ; +label variable ER40885 "WIFE WEEKLY WORK HOURS-2006" ; +label variable ER40886 "WF OVERTIME WORK HOURS-2006" ; +label variable ER40887 "WIFE TOTAL HOURS OF WORK-2006" ; +label variable ER40888 "WF WEEKS MISSED FOR ILLNESS OF OTRS-2006" ; +label variable ER40889 "WF WEEKS MISSED FOR OWN ILLNESS-2006" ; +label variable ER40890 "WIFE WEEKS OFF FOR VACATION-2006" ; +label variable ER40891 "WIFE STRIKE WEEKS-2006" ; +label variable ER40892 "WIFE WEEKS LAID OFF-2006" ; +label variable ER40893 "WIFE UNEMPLOYMENT WEEKS-2006" ; +label variable ER40894 "WIFE WEEKS OUT OF LABOR FORCE-2006" ; +label variable ER40895 "TOTAL BUSINESS INCOME-2006" ; +label variable ER40896 "ACC BUSINESS INCOME-2006" ; +label variable ER40897 "NUMBER OF BUSINESSES OWNED BY FU IN 2006" ; +label variable ER40898 "FARM INCOME OF HEAD-2006" ; +label variable ER40899 "ACC FARM INCOME OF HEAD-2006" ; +label variable ER40900 "HD LABOR INCOME FROM BUSINESS-2006" ; +label variable ER40901 "HD ASSET INCOME FROM BUSINESS-2006" ; +label variable ER40902 "NUMBER OF BUSINESSES OWNED BY HEAD" ; +label variable ER40903 "WAGES AND SALARIES OF HEAD-2006" ; +label variable ER40904 "ACC WAGES AND SALARIES OF HEAD-2006" ; +label variable ER40905 "BONUS INCOME OF HEAD-2006" ; +label variable ER40906 "ACC BONUS INCOME OF HEAD-2006" ; +label variable ER40907 "OVERTIME INCOME OF HEAD-2006" ; +label variable ER40908 "ACC OVERTIME INCOME OF HEAD-2006" ; +label variable ER40909 "TIPS OF HEAD-2006" ; +label variable ER40910 "ACC TIPS OF HEAD-2006" ; +label variable ER40911 "COMMISSION INCOME OF HEAD-2006" ; +label variable ER40912 "ACC COMMISSION INCOME OF HEAD-2006" ; +label variable ER40913 "PROFESSIONAL PRACTICE OF HEAD-2006" ; +label variable ER40914 "ACC PROFESSIONL PRACTICE OF HD-2006" ; +label variable ER40915 "MARKET GARDENING INCOME OF HD-2006" ; +label variable ER40916 "ACC MARKET GARDENING INCOME OF HEAD" ; +label variable ER40917 "HEAD ADDITIONAL JOB INCOME-2006" ; +label variable ER40918 "ACC OF HEAD ADDITIONAL JOB INCOME" ; +label variable ER40919 "MISC LABOR INCOME OF HEAD-2006" ; +label variable ER40920 "ACC MISC LABOR INCOME OF HEAD-2006" ; +label variable ER40921 "LABOR INCOME OF HEAD-2006" ; +label variable ER40922 "HEAD RENT INCOME-2006" ; +label variable ER40923 "ACCURACY OF HEAD RENT INCOME-2006" ; +label variable ER40924 "HEAD DIVIDENDS-2006" ; +label variable ER40925 "ACCURACY OF HEAD DIVIDENDS-2006" ; +label variable ER40926 "HEAD INTEREST INCOME-2006" ; +label variable ER40927 "ACCURACY OF HEAD INTEREST INCOME-2006" ; +label variable ER40928 "HEAD INCOME FROM TRUSTS/ROYALTIES-2006" ; +label variable ER40929 "ACCURACY OF HD INCOME FROM TRUSTS-2006" ; +label variable ER40930 "WF LABOR INCOME FROM BUSINESS-2006" ; +label variable ER40931 "WF ASSET INCOME FROM BUSINESS-2006" ; +label variable ER40932 "NUMBER OF BUSINESSES OWNED BY WIFE" ; +label variable ER40933 "LABOR INCOME OF WIFE-2006" ; +label variable ER40934 "ACC LABOR INCOME OF WIFE-2006" ; +label variable ER40935 "WIFE RENT INCOME-2006" ; +label variable ER40936 "ACCURACY OF WIFE RENT INCOME-2006" ; +label variable ER40937 "WIFE DIVIDENDS-2006" ; +label variable ER40938 "ACCURACY OF WIFE DIVIDENDS-2006" ; +label variable ER40939 "WIFE INTEREST INCOME-2006" ; +label variable ER40940 "ACCURACY OF WIFE INTEREST INCOME-2006" ; +label variable ER40941 "WIFE INCOME FROM TRUSTS/ROYALTIES-2006" ; +label variable ER40942 "ACCURACY OF WF INCOME FROM TRUSTS-2006" ; +label variable ER40943 "HEAD AND WIFE TAXABLE INCOME-2006" ; +label variable ER40944 "HEAD INCOME FROM TANF, ETC.-2006" ; +label variable ER40945 "ACCURACY OF HEAD INCOME FROM TANF-2006" ; +label variable ER40946 "HEAD SSI-2006" ; +label variable ER40947 "ACCURACY OF HEAD SSI-2006" ; +label variable ER40948 "HEAD OTHER WELFARE-2006" ; +label variable ER40949 "ACCURACY OF HEAD OTHER WELFARE-2006" ; +label variable ER40950 "HEAD VA PENSION-2006" ; +label variable ER40951 "ACCURACY OF HEAD VA PENSION-2006" ; +label variable ER40952 "HEAD RETIREMENT/PENSIONS-2006" ; +label variable ER40953 "ACCURACY OF HEAD RETIREMENT-2006" ; +label variable ER40954 "HEAD ANNUITIES-2006" ; +label variable ER40955 "ACCURACY OF HEAD ANNUITIES-2006" ; +label variable ER40956 "HEAD OTHER RETIREMENT-2006" ; +label variable ER40957 "ACCURACY OF HEAD OTHER RETIREMENT-2006" ; +label variable ER40958 "HEAD UNEMPLOYMENT COMPENSATION-2006" ; +label variable ER40959 "ACCURACY OF HEAD UNEMPLOYMENT COMP-2006" ; +label variable ER40960 "HEAD WORKERS COMPENSATION-2006" ; +label variable ER40961 "ACCURACY OF HEAD WORKERS COMP-2006" ; +label variable ER40962 "CHILD SUPPORT RECEIVED BY HEAD-2006" ; +label variable ER40963 "ACCURACY OF HEAD CHILD SUPPORT-2006" ; +label variable ER40964 "HEAD INCOME FROM ALIMONY-2006" ; +label variable ER40965 "ACCURACY OF HEAD ALIMONY-2006" ; +label variable ER40966 "HEAD HELP FROM RELATIVES-2006" ; +label variable ER40967 "ACCURACY OF HEAD HELP FROM RELS-2006" ; +label variable ER40968 "HEAD HELP FROM OTHERS-2006" ; +label variable ER40969 "ACCURACY OF HEAD HELP FROM OTHERS-2006" ; +label variable ER40970 "HEAD MISCELLANEOUS TRANSFERS-2006" ; +label variable ER40971 "ACCURACY OF HD MISC TRANSFERS-2006" ; +label variable ER40972 "WIFE INCOME FROM TANF, ETC.-2006" ; +label variable ER40973 "ACCURACY OF WIFE INCOME FROM TANF-2006" ; +label variable ER40974 "WIFE SSI-2006" ; +label variable ER40975 "ACCURACY OF WIFE SSI-2006" ; +label variable ER40976 "WIFE OTHER WELFARE-2006" ; +label variable ER40977 "ACCURACY OF WIFE OTHER WELFARE-2006" ; +label variable ER40978 "WIFE RETIREMENT/ANNUITIES-2006" ; +label variable ER40979 "ACCURACY OF WIFE RETIREMENT-2006" ; +label variable ER40980 "WIFE UNEMPLOYMENT COMPENSATION-2006" ; +label variable ER40981 "ACCURACY OF WIFE UNEMPLOYMENT COMP-2006" ; +label variable ER40982 "WIFE WORKERS COMPENSATION-2006" ; +label variable ER40983 "ACCURACY OF WIFE WORKERS COMP-2006" ; +label variable ER40984 "CHILD SUPPORT RECEIVED BY WIFE-2006" ; +label variable ER40985 "ACCURACY OF WIFE CHILD SUPPORT-2006" ; +label variable ER40986 "WIFE HELP FROM RELATIVES-2006" ; +label variable ER40987 "ACCURACY OF WIFE HELP FROM RELS-2006" ; +label variable ER40988 "WIFE HELP FROM OTHERS-2006" ; +label variable ER40989 "ACCURACY OF WIFE HELP FROM OTHERS-2006" ; +label variable ER40990 "WIFE MISCELLANEOUS TRANSFERS-2006" ; +label variable ER40991 "ACCURACY OF WF MISC TRANSFERS-2006" ; +label variable ER40992 "HEAD AND WIFE TRANSFER INCOME-2006" ; +label variable ER40993 "HEAD WAGE RATE-2006" ; +label variable ER40994 "WIFE WAGE RATE-2006" ; +label variable ER40995 "TOTAL LABOR INCOME OF OTR FU MEMBRS-2006" ; +label variable ER40996 "ACCURACY OF OTR FU MEMBR LABOR Y-2006" ; +label variable ER40997 "TOTAL ASSET INCOME OF OTR FU MEMBRS-2006" ; +label variable ER40998 "ACCURACY OF OTR FU MEMBR ASSET Y-2006" ; +label variable ER40999 "TAXABLE INCOME OF OTHER FU MEMBERS-2006" ; +label variable ER41000 "OTR FU MEMBR INCOME FROM TANF, ETC.-2006" ; +label variable ER41001 "ACCURACY OF OFUM INCOME FROM TANF-2006" ; +label variable ER41002 "OTR FU MEMBERS SSI-2006" ; +label variable ER41003 "ACCURACY OF OTR FU MEMBERS SSI-2006" ; +label variable ER41004 "OTR FU MEMBERS OTHER WELFARE-2006" ; +label variable ER41005 "ACCURACY OF OFUM OTHER WELFARE-2006" ; +label variable ER41006 "OTHER FU MEMBERS VA PENSION-2006" ; +label variable ER41007 "ACCURACY OF OTR FU MEMBR VA PENSION-2006" ; +label variable ER41008 "OTHER FU MEMBR RETIREMENT/ANNUITIES-2006" ; +label variable ER41009 "ACCURACY OF OFUM RETIREMENT-2006" ; +label variable ER41010 "OFUM UNEMPLOYMENT COMPENSATION-2006" ; +label variable ER41011 "ACCURACY OF OFUM UNEMPLOYMENT COMP-2006" ; +label variable ER41012 "OTR FU MEMBERS WORKERS COMPENSATION-2006" ; +label variable ER41013 "ACCURACY OF OFUM WORKERS COMP-2006" ; +label variable ER41014 "OFUM INCOME FROM CHILD SUPPORT-2006" ; +label variable ER41015 "ACCURACY OF OFUM CHILD SUPPORT-2006" ; +label variable ER41016 "OTR FU MEMBERS HELP FROM RELATIVES-2006" ; +label variable ER41017 "ACCURACY OF OFUM HELP FROM RELS-2006" ; +label variable ER41018 "OFUM MISCELLANEOUS TRANSFERS-2006" ; +label variable ER41019 "ACCURACY OF OFUM MISC TRANSFERS-2006" ; +label variable ER41020 "TOTAL TRANSFER INCOME OF OFUMS-2006" ; +label variable ER41021 "HEAD SOCIAL SECURITY INCOME-2006" ; +label variable ER41022 "ACCURACY OF HEAD SOCIAL SECURITY-2006" ; +label variable ER41023 "WIFE SOCIAL SECURITY INCOME-2006" ; +label variable ER41024 "ACCURACY OF WIFE SOCIAL SECURITY-2006" ; +label variable ER41025 "OFUM SOCIAL SECURITY INCOME-2006" ; +label variable ER41026 "ACCURACY OF OFUM SOCIAL SECURITY-2006" ; +label variable ER41027 "TOTAL FAMILY INCOME-2006" ; +label variable ER41028 "USDA NEEDS STANDARD-2006" ; +label variable ER41029 "CENSUS NEEDS STANDARD-2006" ; +label variable ER41030 "USDA NEEDS STANDARD-2005" ; +label variable ER41031 "CENSUS NEEDS STANDARD-2005" ; +label variable ER41032 "CURRENT REGION" ; +label variable ER41033 "BEALE RURAL-URBAN CODE" ; +label variable ER41033A "RURAL-URBAN CODE (BEALE-COLLAPSED)" ; +label variable ER41034 "SIZE LARGEST CITY IN COUNTY" ; +label variable ER41035 "REGION HD GREW UP" ; +label variable ER41036 "HD GEOGRAPHIC MOBILITY" ; +label variable ER41037 "COMPLETED ED-HD" ; +label variable ER41038 "COMPLETED ED-WF" ; +label variable ER41039 "MARITAL STATUS-GENERATED" ; +label variable ER41040 "CHANGE IN MARITAL STATUS" ; +label variable ER41041 "COUPLE STATUS OF HEAD" ; +label variable ER41042 "YEAR NEW HEAD IN FU" ; +label variable ER41043 "YEAR NEW WIFE IN FU" ; +label variable ER41044 "HEAD-SPOUSE SAMPLE STATUS" ; +label variable ER41045 "NUMBER OF SPLITOFFS FROM MAIN FAM" ; +label variable ER41046 "MAIN FAMILY ID FOR SPLITOFF" ; +label variable ER41047 "CURRENT YR ID OF 1ST OTHER FU IN HU" ; +label variable ER41048 "REL OF 1ST OTHER FU" ; +label variable ER41049 "SIZE OF 1ST OTHER FU" ; +label variable ER41050 "CURRENT YR ID OF 2ND OTHER FU IN HU" ; +label variable ER41051 "REL OF 2ND OTHER FU" ; +label variable ER41052 "SIZE OF 2ND OTHER FU" ; +label variable ER41053 "CURRENT YR ID OF 3RD OTHER FU IN HU" ; +label variable ER41054 "REL OF 3RD OTHER FU" ; +label variable ER41055 "SIZE OF 3RD OTHER FU" ; +label variable ER41056 "CURRENT YR ID OF 4TH OTHER FU IN HU" ; +label variable ER41057 "REL OF 4TH OTHER FU" ; +label variable ER41058 "SIZE OF 4TH OTHER FU" ; +label variable ER41059 "HOUSEHOLD ID #" ; +label variable ER41060 "BIRTHS TO HEAD ONLY-2006" ; +label variable ER41061 "BIRTHS TO WIFE ONLY-2006" ; +label variable ER41062 "BIRTHS TO HEAD AND WIFE-2006" ; +label variable ER41063 "BIRTHS TO OFUMS ONLY-2006" ; +label variable ER41064 "BIRTHS TO HEAD ONLY-2005" ; +label variable ER41065 "BIRTHS TO WIFE ONLY-2005" ; +label variable ER41066 "BIRTHS TO HEAD AND WIFE-2005" ; +label variable ER41067 "BIRTHS TO OFUMS ONLY-2005" ; +label variable ER41068 "WTR RECORD IN KATRINA SUPPLEMENT-2007" ; +label variable ER41069 "2007 CORE/IMMIGRANT FAM WEIGHT NUMBER 1" ; diff --git a/42/replication_package/data_replication/psid/raw_data/FAM2007ER.txt b/42/replication_package/data_replication/psid/raw_data/FAM2007ER.txt new file mode 100644 index 0000000000000000000000000000000000000000..74137515896b3be1a8e000b2c8396f86f00de2d0 --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/FAM2007ER.txt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:334732ae75e702ec634b866747d8d3fa243c8637229d656bf5240988fabfa1f5 +size 67886910 diff --git a/42/replication_package/data_replication/psid/raw_data/FAM2009ER.do b/42/replication_package/data_replication/psid/raw_data/FAM2009ER.do new file mode 100644 index 0000000000000000000000000000000000000000..fe0d4da2dac536f9ac9ef094e87f28d219b1f490 --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/FAM2009ER.do @@ -0,0 +1,6700 @@ + +#delimit ; + +************************************************************************** + Label : PANEL STUDY OF INCOME 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8064 - 8064 ER46975 8065 - 8066 ER46975A 8067 - 8068 + ER46976 8069 - 8069 ER46977 8070 - 8070 ER46978 8071 - 8071 + ER46979 8072 - 8072 ER46980 8073 - 8073 ER46981 8074 - 8075 + ER46982 8076 - 8077 ER46983 8078 - 8078 ER46984 8079 - 8079 + ER46985 8080 - 8080 ER46986 8081 - 8084 ER46987 8085 - 8088 + ER46988 8089 - 8089 ER46989 8090 - 8090 ER46990 8091 - 8095 + ER46991 8096 - 8100 ER46992 8101 - 8101 ER46993 8102 - 8103 + ER46994 8104 - 8108 ER46995 8109 - 8109 ER46996 8110 - 8111 + ER46997 8112 - 8116 ER46998 8117 - 8117 ER46999 8118 - 8119 + ER47000 8120 - 8124 ER47001 8125 - 8125 ER47002 8126 - 8127 + ER47003 8128 - 8132 ER47004 8133 - 8133 ER47005 8134 - 8134 + ER47006 8135 - 8135 ER47007 8136 - 8136 ER47008 8137 - 8137 + ER47009 8138 - 8138 ER47010 8139 - 8139 ER47011 8140 - 8140 + ER47012 8141 - 8147 +using FAM2009ER.txt, clear +; +label variable ER42001 "RELEASE NUMBER" ; +label variable ER42002 "2009 FAMILY INTERVIEW (ID) NUMBER" ; +label variable ER42003 "PSID STATE OF RESIDENCE CODE" ; +label variable ER42004 "CURRENT STATE" ; +label variable ER42005 "SPLITOFF INDICATOR" ; +label variable ER42006 "MODE OF INTERVIEW" ; +label variable ER42007 "FAMILY COMPOSITION CHANGE" ; +label variable ER42008 "TYPE INSTITUTION" ; +label variable ER42009 "1968 FAMILY IDENTIFIER" ; +label variable ER42010 "WTR REINSTATED DROPPED FAMILY" ; +label variable ER42011 "INTERVIEWER ID" ; +label variable ER42012 "MONTH CURRENT IW" ; +label variable ER42013 "DAY CURRENT IW" ; +label variable ER42014 "YEAR CURRENT IW" ; +label variable ER42015 "LENGTH OF IW IN MINUTES" ; +label variable ER42016 "# IN FU" ; +label variable ER42017 "AGE OF HEAD" ; +label variable ER42018 "SEX OF HEAD" ; +label variable ER42019 "AGE OF WIFE" ; +label variable ER42020 "# CHILDREN IN FU" ; +label variable ER42021 "AGE YOUNGEST CHILD" ; +label variable ER42022 "# NONFU SHARING HU" ; +label variable ER42023 "HEAD MARITAL STATUS" ; +label variable ER42024 "A3 LIFE SATISFACTION" ; +label variable ER42025 "A4 TYPE DU" ; +label variable ER42026 "A6 LIVE IN ELDERLY HSNG" ; +label variable ER42027 "A7 TYPE ELDERLY HSNG" ; +label variable ER42028 "A8 ACTUAL # ROOMS" ; +label variable ER42029 "A19 OWN/RENT OR WHAT" ; +label variable ER42030 "A20 HOUSE VALUE" ; +label variable ER42031 "ACCURACY OF HOUSE VALUE" ; +label variable ER42032 "A20A WTR HOUSE WORTH 100,000+" ; +label variable ER42033 "A20B WTR HOUSE WORTH 200,000+" ; +label variable ER42034 "A20C WTR HOUSE WORTH 400,000+" ; +label variable ER42035 "A20D WTR HOUSE WORTH 75,000+" ; +label variable ER42036 "A20E WTR HOUSE WORTH 25,000+" ; +label variable ER42037 "A21 ANNUAL PROPERTY TAX" ; +label variable ER42038 "ACCURACY OF ANNUAL PROPERTY TAX" ; +label variable ER42039 "A22 ANNUAL OWNR INSURANC" ; +label variable ER42040 "A23 HAVE MORTGAGE?" ; +label variable ER42041 "A23A TYPE MORTGAGE MOR 1" ; +label variable ER42042 "A23C WTR ORIGINAL LOAN/REFINANCED #1" ; +label variable ER42043 "A24 REM PRINCIPAL MOR 1" ; +label variable ER42044 "ACCURACY OF REMAINING MORTGAGE PRIN #1" ; +label variable ER42045 "A25 MNTHLY PMTS MOR 1" ; +label variable ER42046 "ACCURACY OF MONTHLY PYMNTS ON MTGE #1" ; +label variable ER42047 "A25A CURR INTEREST RATE WHOLE PERCENT #1" ; +label variable ER42048 "A25A CURR INT RATE DECIMAL FRACTION #1" ; +label variable ER42049 "A25A1 WTR CURR INT RATE FIXED/VARBLE #1" ; +label variable ER42050 "A26 YEAR OBTAINED LOAN #1" ; +label variable ER42051 "A27 YRS TO PAY MOR 1" ; +label variable ER42052 "A27F1 WTR BEHIND ON MTGE # 1" ; +label variable ER42053 "A27F2 MONTHS BEHIND ON MTGE # 1" ; +label variable ER42054 "A27F3 WTR FORECLOSURE ON MTGE # 1" ; +label variable ER42055 "A27F4 MONTH FORECLOSURE ON MTGE # 1" ; +label variable ER42056 "A27F4 YEAR FORECLOSURE ON MTGE # 1" ; +label variable ER42057 "A27F5 WTR RESTRUCTURED MTGE # 1" ; +label variable ER42058 "A27F6 LIKELY TO FALL BEHIND ON MTGE #1" ; +label variable ER42059 "A28 2ND MORTGAGE" ; +label variable ER42060 "A23A TYPE MORTGAGE MOR 2" ; +label variable ER42061 "A23C WTR ORIGINAL LOAN/REFINANCED #2" ; +label variable ER42062 "A24 REM PRINCIPAL MOR 2" ; +label variable ER42063 "ACCURACY OF REMAINING MORTGAGE PRIN #2" ; +label variable ER42064 "A25 MNTHLY PMTS MOR 2" ; +label variable ER42065 "ACCURACY OF MONTHLY PYMNTS ON MTGE #2" ; +label variable ER42066 "A25A CURR INTEREST RATE WHOLE PERCENT #2" ; +label variable ER42067 "A25A CURR INT RATE DECIMAL FRACTION #2" ; +label variable ER42068 "A25A1 WTR CURR INT RATE FIXED/VARBLE #2" ; +label variable ER42069 "A26 YEAR OBTAINED LOAN #2" ; +label variable ER42070 "A27 YRS TO PAY MOR 2" ; +label variable ER42071 "A27F1 WTR BEHIND ON MTGE # 2" ; +label variable ER42072 "A27F2 MONTHS BEHIND ON MTGE # 2" ; +label variable ER42073 "A27F3 WTR FORECLOSURE ON MTGE # 2" ; +label variable ER42074 "A27F4 MONTH FORECLOSURE ON MTGE # 2" ; +label variable ER42075 "A27F4 YEAR FORECLOSURE ON MTGE # 2" ; +label variable ER42076 "A27F5 WTR RESTRUCTURED MTGE # 2" ; +label variable ER42077 "A27F6 LIKELY TO FALL BEHIND ON MTGE # 2" ; +label variable ER42078 "A29 MTG INCL PROP TAXES" ; +label variable ER42079 "A30 MTG INCL INS PREM" ; +label variable ER42080 "A31 DOLLARS RENT" ; +label variable ER42081 "A31 DOLLARS PER WHAT" ; +label variable ER42082 "ACCURACY OF RENT" ; +label variable ER42083 "A31A FURNISHED APT/HOUSE" ; +label variable ER42084 "A31B RENT INCL HEAT" ; +label variable ER42085 "A32 IN PUBLIC OWND PROJ?" ; +label variable ER42086 "A33 GOVT PAY PART RENT?" ; +label variable ER42087 "A35 DOLLARS RENT IF RENT" ; +label variable ER42088 "A35 DOLLARS PER WHAT" ; +label variable ER42089 "ACCURACY OF VALUE IF RENTED" ; +label variable ER42090 "A36 IN PUBLIC OWND PROJ?" ; +label variable ER42091 "A37 GOVT PAY ALL RENT?" ; +label variable ER42092 "A37F1 WTR FORCLOSURE BEG OTR HOME # 1" ; +label variable ER42093 "A37F2 MONTH FORCLOSURE OTR HOME # 1" ; +label variable ER42094 "A37F2 YEAR FORCLOSURE OTR HOME # 1" ; +label variable ER42095 "A37F3 WTR FORECLOSURED OTR HOME # 1" ; +label variable ER42096 "A37F4 WTR LOST OTR HOME FORECLOSURE # 1" ; +label variable ER42097 "A37F5 WTR MAIN RESIDENCE OTR HOME # 1" ; +label variable ER42098 "A37F6 AMT STILL OWED OTR HOME # 1" ; +label variable ER42099 "A37F1 WTR FORCLOSURE BEG OTR HOME # 2" ; +label variable ER42100 "A37F2 MONTH FORCLOSURE OTR HOME # 2" ; +label variable ER42101 "A37F2 YEAR FORCLOSURE OTR HOME # 2" ; +label variable ER42102 "A37F3 WTR FORECLOSURED OTR HOME # 2" ; +label variable ER42103 "A37F4 WTR LOST OTR HOME FORECLOSURE # 2" ; +label variable ER42104 "A37F5 WTR MAIN RESIDENCE OTR HOME # 2" ; +label variable ER42105 "A37F6 AMT STILL OWED OTR HOME # 2" ; +label variable ER42106 "A38 HAVE AIR CONDITNG" ; +label variable ER42107 "A39 A/C ALL OR SOME ROOM" ; +label variable ER42108 "A40 TYPE HEATING 1ST MENTION" ; +label variable ER42109 "A40 TYPE HEATING 2ND MENTION" ; +label variable ER42110 "A40 TYPE HEATING 3RD MENTION" ; +label variable ER42111 "A42 WTR GAS/ELEC COSTS ON ONE BILL" ; +label variable ER42112 "A41 HEATING FUEL EXPENSE" ; +label variable ER42113 "A41 HEATING FUEL EXPENSE PER" ; +label variable ER42114 "A42 ELECTRICITY EXPENSE" ; +label variable ER42115 "A42 ELECTRICITY PER" ; +label variable ER42116 "A42 COMBINED GAS/ELECT EXPENSE" ; +label variable ER42117 "A42 COMBINED GAS/ELECT EXPENSE PER" ; +label variable ER42118 "A43 WATER/SEWER EXPENSE" ; +label variable ER42119 "A43 WATER/SEWER EXPENSE PER" ; +label variable ER42120 "A44 TELEPHONE EXPENSE" ; +label variable ER42121 "A44 TELEPHONE EXPENSE PER" ; +label variable ER42122 "A45 WTR OTR UTILITY EXP" ; +label variable ER42123 "A45A GARBAGE EXPENSE" ; +label variable ER42124 "A45B TOTAL OTR UTILITIES" ; +label variable ER42125 "A45B OTR UTILITIES PER" ; +label variable ER42126 "A46 RECD GOVT HTG SUBSDY" ; +label variable ER42127 "A46A AMT GOVT HTG SUBSDY" ; +label variable ER42128 "A47A WTR COMPUTER IN HOME-HD" ; +label variable ER42129 "A47B WTR USED INTERNET-HD" ; +label variable ER42130 "A47A WTR COMPUTER IN HOME-WF" ; +label variable ER42131 "A47B WTR USED INTERNET-WF" ; +label variable ER42132 "A49 WTR MOVED SINCE JAN 1 OF PRIOR YEAR" ; +label variable ER42133 "A49 MONTH MOVED" ; +label variable ER42134 "A49 YEAR MOVED" ; +label variable ER42135 "A50 WHY MOVED 1ST MENTION" ; +label variable ER42136 "A50 WHY MOVED 2ND MENTION" ; +label variable ER42137 "A50 WHY MOVED 3RD MENTION" ; +label variable ER42138 "A51 WTR MIGHT MOVE" ; +label variable ER42139 "A52 LIKELIHOOD OF MOVING" ; +label variable ER42140 "BC1 EMPLOYMENT STATUS-1ST MENTION" ; +label variable ER42141 "BC1 EMPLOYMENT STATUS-2ND MENTION" ; +label variable ER42142 "BC1 EMPLOYMENT STATUS-3RD MENTION" ; +label variable ER42143 "BC2 YEAR RETIRED" ; +label variable ER42144 "BC3 WTR WORK FOR MONEY" ; +label variable ER42145 "BC3A WTR WORKD SINCE JAN 1 OF PRIOR YEAR" ; +label variable ER42146 "BC14A_B WEEKS EMPLOYED LAST YEAR" ; +label variable ER42147 "ACCURACY OF HEAD WKS EMPLOYED LAST YEAR" ; +label variable ER42148 "BC14BB AVERAGE HOURS WORKED LAST YEAR" ; +label variable ER42149 "ACCURACY OF HEAD HOURS WORKED LAST YEAR" ; +label variable ER42150 "BC16-17 MAIN JOB INDICATOR" ; +label variable ER42151 "BC6 BEGINNING MONTH--JOB 1" ; +label variable ER42152 "BC6 BEGINNING YEAR--JOB 1" ; +label variable ER42153 "BC6 ENDING MONTH--JOB 1" ; +label variable ER42154 "BC6 ENDING YEAR--JOB 1" ; +label variable ER42155 "BC6 WTR EMPLOYED--JOB 1 JAN" ; +label variable ER42156 "BC6 WTR EMPLOYED--JOB 1 FEB" ; +label variable ER42157 "BC6 WTR EMPLOYED--JOB 1 MAR" ; +label variable ER42158 "BC6 WTR EMPLOYED--JOB 1 APR" ; +label variable ER42159 "BC6 WTR EMPLOYED--JOB 1 MAY" ; +label variable ER42160 "BC6 WTR EMPLOYED--JOB 1 JUN" ; +label variable ER42161 "BC6 WTR EMPLOYED--JOB 1 JUL" ; +label variable ER42162 "BC6 WTR EMPLOYED--JOB 1 AUG" ; +label variable ER42163 "BC6 WTR EMPLOYED--JOB 1 SEP" ; +label variable ER42164 "BC6 WTR EMPLOYED--JOB 1 OCT" ; +label variable ER42165 "BC6 WTR EMPLOYED--JOB 1 NOV" ; +label variable ER42166 "BC6 WTR EMPLOYED--JOB 1 DEC" ; +label variable ER42167 "BC20 MAIN OCC FOR JOB 1: 2000 CODE (HD)" ; +label variable ER42168 "BC21 MAIN IND FOR JOB 1: 2000 CODE (HD)" ; +label variable ER42169 "BC22 WORK SELF/OTR?--JOB 1" ; +label variable ER42170 "BC23 CORP/UNCORP BUS--JOB 1" ; +label variable ER42171 "BC24 WORK FOR GOVT?--JOB 1" ; +label variable ER42172 "BC25A NUMBER EMPLOYED AT WORK LOCATION" ; +label variable ER42173 "BC25B WTR 200 OR MORE" ; +label variable ER42174 "BC25C WTR 100 OR MORE" ; +label variable ER42175 "BC25D WTR 50 OR MORE" ; +label variable ER42176 "BC25E WTR 500 OR MORE" ; +label variable ER42177 "BC25F WTR 1000 OR MORE" ; +label variable ER42178 "BC26 JOB NOW UNION? (H-E)" ; +label variable ER42179 "BC27 BELONG UNION? (HD-E)" ; +label variable ER42180 "BC28A WTR JOB REQUIRES COMPUTER USE" ; +label variable ER42181 "BC29 SLRY/HRLY/OTR (H-E)" ; +label variable ER42182 "BC30 SALARY AMOUNT" ; +label variable ER42183 "BC30 SALARY PER WHAT" ; +label variable ER42184 "BC31 WTR SAL PD OT (HD-E)" ; +label variable ER42185 "BC32 HOW PAID FOR OT" ; +label variable ER42186 "BC32A EXACT OT PAY IF SALARIED" ; +label variable ER42187 "BC32A EXACT OT PAY PER" ; +label variable ER42188 "BC33 HOURLY REGULAR RATE" ; +label variable ER42189 "BC34 OT DIFFERENTIAL 1ST" ; +label variable ER42190 "BC34 OT DIFFERENTIAL 2ND" ; +label variable ER42191 "BC34 OT DIFFERENTIAL 3RD" ; +label variable ER42192 "BC34A EXACT OT PAY IF HOURLY" ; +label variable ER42193 "BC34A EXACT OT PAY PER" ; +label variable ER42194 "BC36 AVG TIPS/COMM" ; +label variable ER42195 "BC36 TIPS/COMM PER WHAT" ; +label variable ER42196 "BC37 AVG TIPS/COMM" ; +label variable ER42197 "BC37 TIPS/COMM PER WHAT" ; +label variable ER42198 "BC38 HOW PAID-OTR (HD-E)" ; +label variable ER42199 "BC39 OT RATE" ; +label variable ER42200 "BC41 YRS PRES EMP (H-E)" ; +label variable ER42201 "BC41 MOS PRES EMP (H-E)" ; +label variable ER42202 "BC41 WKS PRES EMP (H-E)" ; +label variable ER42203 "BC43 HOURS/WEEK WORKED--JOB 1" ; +label variable ER42204 "ACCURACY OF HR/WK WORKED--HD JOB 1" ; +label variable ER42205 "BC44 WTR WORKED OT--JOB 1" ; +label variable ER42206 "BC45 AMT OF OT WORKED--JOB 1" ; +label variable ER42207 "BC45 OT TIME UNIT--JOB 1" ; +label variable ER42208 "ACCURACY OF OT--HD JOB 1" ; +label variable ER42209 "BC46 AMOUNT EARNED LAST YEAR--JOB 1" ; +label variable ER42210 "BC46 PER FOR AMT EARNED LAST YR--JOB 1" ; +label variable ER42211 "BC51 WHY LAST JOB END (HD-U)" ; +label variable ER42212 "BC6 BEGINNING MONTH--JOB 2" ; +label variable ER42213 "BC6 BEGINNING YEAR--JOB 2" ; +label variable ER42214 "BC6 ENDING MONTH--JOB 2" ; +label variable ER42215 "BC6 ENDING YEAR--JOB 2" ; +label variable ER42216 "BC6 WTR EMPLOYED--JOB 2 JAN" ; +label variable ER42217 "BC6 WTR EMPLOYED--JOB 2 FEB" ; +label variable ER42218 "BC6 WTR EMPLOYED--JOB 2 MAR" ; +label variable ER42219 "BC6 WTR EMPLOYED--JOB 2 APR" ; +label variable ER42220 "BC6 WTR EMPLOYED--JOB 2 MAY" ; +label variable ER42221 "BC6 WTR EMPLOYED--JOB 2 JUN" ; +label variable ER42222 "BC6 WTR EMPLOYED--JOB 2 JUL" ; +label variable ER42223 "BC6 WTR EMPLOYED--JOB 2 AUG" ; +label variable ER42224 "BC6 WTR EMPLOYED--JOB 2 SEP" ; +label variable ER42225 "BC6 WTR EMPLOYED--JOB 2 OCT" ; +label variable ER42226 "BC6 WTR EMPLOYED--JOB 2 NOV" ; +label variable ER42227 "BC6 WTR EMPLOYED--JOB 2 DEC" ; +label variable ER42228 "BC20 MAIN OCC FOR JOB 2: 2000 CODE (HD)" ; +label variable ER42229 "BC21 MAIN IND FOR JOB 2: 2000 CODE (HD)" ; +label variable ER42230 "BC22 WORK SELF/OTR?--JOB 2" ; +label variable ER42231 "BC23 CORP/UNCORP BUS--JOB 2" ; +label variable ER42232 "BC24 WORK FOR GOVT?--JOB 2" ; +label variable ER42233 "BC43 HOURS/WEEK WORKED--JOB 2" ; +label variable ER42234 "ACCURACY OF HR/WK WORKED--HD JOB 2" ; +label variable ER42235 "BC44 WTR WORKED OT--JOB 2" ; +label variable ER42236 "BC45 AMT OF OT WORKED--JOB 2" ; +label variable ER42237 "BC45 OT TIME UNIT--JOB 2" ; +label variable ER42238 "ACCURACY OF OT--HD JOB 2" ; +label variable ER42239 "BC46 AMOUNT EARNED LAST YEAR--JOB 2" ; +label variable ER42240 "BC46 PER FOR AMT EARNED LAST YR--JOB 2" ; +label variable ER42241 "BC51 WHY JOB ENDED--JOB 2" ; +label variable ER42242 "BC6 BEGINNING MONTH--JOB 3" ; +label variable ER42243 "BC6 BEGINNING YEAR--JOB 3" ; +label variable ER42244 "BC6 ENDING MONTH--JOB 3" ; +label variable ER42245 "BC6 ENDING YEAR--JOB 3" ; +label variable ER42246 "BC6 WTR EMPLOYED--JOB 3 JAN" ; +label variable ER42247 "BC6 WTR EMPLOYED--JOB 3 FEB" ; +label variable ER42248 "BC6 WTR EMPLOYED--JOB 3 MAR" ; +label variable ER42249 "BC6 WTR EMPLOYED--JOB 3 APR" ; +label variable ER42250 "BC6 WTR EMPLOYED--JOB 3 MAY" ; +label variable ER42251 "BC6 WTR EMPLOYED--JOB 3 JUN" ; +label variable ER42252 "BC6 WTR EMPLOYED--JOB 3 JUL" ; +label variable ER42253 "BC6 WTR EMPLOYED--JOB 3 AUG" ; +label variable ER42254 "BC6 WTR EMPLOYED--JOB 3 SEP" ; +label variable ER42255 "BC6 WTR EMPLOYED--JOB 3 OCT" ; +label variable ER42256 "BC6 WTR EMPLOYED--JOB 3 NOV" ; +label variable ER42257 "BC6 WTR EMPLOYED--JOB 3 DEC" ; +label variable ER42258 "BC20 MAIN OCC FOR JOB 3: 2000 CODE (HD)" ; +label variable ER42259 "BC21 MAIN IND FOR JOB 3: 2000 CODE (HD)" ; +label variable ER42260 "BC22 WORK SELF/OTR?--JOB 3" ; +label variable ER42261 "BC23 CORP/UNCORP BUS--JOB 3" ; +label variable ER42262 "BC24 WORK FOR GOVT?--JOB 3" ; +label variable ER42263 "BC43 HOURS/WEEK WORKED--JOB 3" ; +label variable ER42264 "ACCURACY OF HR/WK WORKED--HD JOB 3" ; +label variable ER42265 "BC44 WTR WORKED OT--JOB 3" ; +label variable ER42266 "BC45 AMT OF OT WORKED--JOB 3" ; +label variable ER42267 "BC45 OT TIME UNIT--JOB 3" ; +label variable ER42268 "ACCURACY OF OT--HD JOB 3" ; +label variable ER42269 "BC46 AMOUNT EARNED LAST YEAR--JOB 3" ; +label variable ER42270 "BC46 PER FOR AMT EARNED LAST YR--JOB 3" ; +label variable ER42271 "BC51 WHY JOB ENDED--JOB 3" ; +label variable ER42272 "BC6 BEGINNING MONTH--JOB 4" ; +label variable ER42273 "BC6 BEGINNING YEAR--JOB 4" ; +label variable ER42274 "BC6 ENDING MONTH--JOB 4" ; +label variable ER42275 "BC6 ENDING YEAR--JOB 4" ; +label variable ER42276 "BC6 WTR EMPLOYED--JOB 4 JAN" ; +label variable ER42277 "BC6 WTR EMPLOYED--JOB 4 FEB" ; +label variable ER42278 "BC6 WTR EMPLOYED--JOB 4 MAR" ; +label variable ER42279 "BC6 WTR EMPLOYED--JOB 4 APR" ; +label variable ER42280 "BC6 WTR EMPLOYED--JOB 4 MAY" ; +label variable ER42281 "BC6 WTR EMPLOYED--JOB 4 JUN" ; +label variable ER42282 "BC6 WTR EMPLOYED--JOB 4 JUL" ; +label variable ER42283 "BC6 WTR EMPLOYED--JOB 4 AUG" ; +label variable ER42284 "BC6 WTR EMPLOYED--JOB 4 SEP" ; +label variable ER42285 "BC6 WTR EMPLOYED--JOB 4 OCT" ; +label variable ER42286 "BC6 WTR EMPLOYED--JOB 4 NOV" ; +label variable ER42287 "BC6 WTR EMPLOYED--JOB 4 DEC" ; +label variable ER42288 "BC20 MAIN OCC FOR JOB 4: 2000 CODE (HD)" ; +label variable ER42289 "BC21 MAIN IND FOR JOB 4: 2000 CODE (HD)" ; +label variable ER42290 "BC22 WORK SELF/OTR?--JOB 4" ; +label variable ER42291 "BC23 CORP/UNCORP BUS--JOB 4" ; +label variable ER42292 "BC24 WORK FOR GOVT?--JOB 4" ; +label variable ER42293 "BC43 HOURS/WEEK WORKED--JOB 4" ; +label variable ER42294 "ACCURACY OF HR/WK WORKED--HD JOB 4" ; +label variable ER42295 "BC44 WTR WORKED OT--JOB 4" ; +label variable ER42296 "BC45 AMT OF OT WORKED--JOB 4" ; +label variable ER42297 "BC45 OT TIME UNIT--JOB 4" ; +label variable ER42298 "ACCURACY OF OT--HD JOB 4" ; +label variable ER42299 "BC46 AMOUNT EARNED LAST YEAR--JOB 4" ; +label variable ER42300 "BC46 PER FOR AMT EARNED LAST YR--JOB 4" ; +label variable ER42301 "BC51 WHY JOB ENDED--JOB 4" ; +label variable ER42302 "NUMBER OF ADDITIONAL JOBS--HD" ; +label variable ER42303 "BC10 WTR OTRS ILL (HD)" ; +label variable ER42304 "BC10 DAYS OTHERS SICK" ; +label variable ER42305 "ACCURACY OF DAYS OTRS SICK (HD)" ; +label variable ER42306 "BC10 WEEKS OTHERS SICK" ; +label variable ER42307 "ACCURACY OF WEEKS OTRS SICK (HD)" ; +label variable ER42308 "BC10 MONTHS OTHERS SICK" ; +label variable ER42309 "ACCURACY OF MONTHS OTRS SICK (HD)" ; +label variable ER42310 "BC11 WTR SELF ILL (HD)" ; +label variable ER42311 "BC11 DAYS SELF SICK" ; +label variable ER42312 "ACCURACY OF DAYS SELF ILL (HD)" ; +label variable ER42313 "BC11 WEEKS SELF SICK" ; +label variable ER42314 "ACCURACY OF WEEKS SELF ILL (HD)" ; +label variable ER42315 "BC11 MONTHS SELF SICK" ; +label variable ER42316 "ACCURACY OF MONTHS SELF ILL (HD)" ; +label variable ER42317 "BC12 WTR VACATION (HD)" ; +label variable ER42318 "BC12 DAYS VACATION" ; +label variable ER42319 "ACCURACY OF DAYS VACATION (HD)" ; +label variable ER42320 "BC12 WEEKS VACATION" ; +label variable ER42321 "ACCURACY OF WEEKS VACATION (HD)" ; +label variable ER42322 "BC12 MONTHS VACATION" ; +label variable ER42323 "ACCURACY OF MONTHS VACATION (HD)" ; +label variable ER42324 "BC13 WTR STRIKE (HD)" ; +label variable ER42325 "BC13 DAYS STRIKE" ; +label variable ER42326 "ACCURACY OF STRIKE DAYS (HD)" ; +label variable ER42327 "BC13 WEEKS STRIKE" ; +label variable ER42328 "ACCURACY OF STRIKE WEEKS (HD)" ; +label variable ER42329 "BC13 MONTHS STRIKE" ; +label variable ER42330 "ACCURACY OF STRIKE MONTHS (HD)" ; +label variable ER42331 "BC14 WTR LAID OFF (HD)" ; +label variable ER42332 "BC14 DAYS LAID OFF" ; +label variable ER42333 "ACCURACY OF DAYS LAID OFF (HD)" ; +label variable ER42334 "BC14 WEEKS LAID OFF" ; +label variable ER42335 "ACCURACY OF WEEKS LAID OFF (HD)" ; +label variable ER42336 "BC14 MONTHS LAID OFF" ; +label variable ER42337 "ACCURACY OF MONTHS LAID OFF (HD)" ; +label variable ER42338 "BC8 WTR UNEMPLOYED(HD)" ; +label variable ER42339 "BC8 DAYS UNEMPLOYED" ; +label variable ER42340 "ACCURACY OF DAYS UNEMPLOYED (HD)" ; +label variable ER42341 "BC8 WEEKS UNEMPLOYED" ; +label variable ER42342 "ACCURACY OF WEEKS UNEMPLOYED (HD)" ; +label variable ER42343 "BC8 MONTHS UNEMPLOYED" ; +label variable ER42344 "ACCURACY OF MONTHS UNEMPLOYED (HD)" ; +label variable ER42345 "BC8 WTR UNEMPLOYED JAN" ; +label variable ER42346 "BC8 WTR UNEMPLOYED FEB" ; +label variable ER42347 "BC8 WTR UNEMPLOYED MAR" ; +label variable ER42348 "BC8 WTR UNEMPLOYED APR" ; +label variable ER42349 "BC8 WTR UNEMPLOYED MAY" ; +label variable ER42350 "BC8 WTR UNEMPLOYED JUN" ; +label variable ER42351 "BC8 WTR UNEMPLOYED JUL" ; +label variable ER42352 "BC8 WTR UNEMPLOYED AUG" ; +label variable ER42353 "BC8 WTR UNEMPLOYED SEP" ; +label variable ER42354 "BC8 WTR UNEMPLOYED OCT" ; +label variable ER42355 "BC8 WTR UNEMPLOYED NOV" ; +label variable ER42356 "BC8 WTR UNEMPLOYED DEC" ; +label variable ER42357 "BC7 WTR OUT LAB FRC(H)" ; +label variable ER42358 "BC7 DAYS OUT OF LAB FORCE" ; +label variable ER42359 "ACCURACY OF DAYS OUT OF LAB FORCE (HD)" ; +label variable ER42360 "BC7WEEKS OUT LABOR FORCE" ; +label variable ER42361 "ACCURACY OF WKS OUT OF LAB FORCE (HD)" ; +label variable ER42362 "BC7 MONTHS OUT LABR FORCE" ; +label variable ER42363 "ACCURACY OF MOS OUT OF LAB FORCE (HD)" ; +label variable ER42364 "BC7 WTR OUT LAB FORC JAN" ; +label variable ER42365 "BC7 WTR OUT LAB FORC FEB" ; +label variable ER42366 "BC7 WTR OUT LAB FORC MAR" ; +label variable ER42367 "BC7 WTR OUT LAB FORC APR" ; +label variable ER42368 "BC7 WTR OUT LAB FORC MAY" ; +label variable ER42369 "BC7 WTR OUT LAB FORC JUN" ; +label variable ER42370 "BC7 WTR OUT LAB FORC JUL" ; +label variable ER42371 "BC7 WTR OUT LAB FORC AUG" ; +label variable ER42372 "BC7 WTR OUT LAB FORC SEP" ; +label variable ER42373 "BC7 WTR OUT LAB FORC OCT" ; +label variable ER42374 "BC7 WTR OUT LAB FORC NOV" ; +label variable ER42375 "BC7 WTR OUT LAB FORC DEC" ; +label variable ER42376 "BC62 WTR EVER WORKED" ; +label variable ER42377 "BC63 MO LAST WORKED" ; +label variable ER42378 "BC63 YR LAST WORKED" ; +label variable ER42379 "BC64 WTR LOOKING FOR JOB" ; +label variable ER42380 "BC65 WTR PUBLIC EMP AGENCY (HD)" ; +label variable ER42381 "BC65 WTR PRIVATE EMP AGENCY (HD)" ; +label variable ER42382 "BC65 WTR CHKD W/CURRENT EMP (HD)" ; +label variable ER42383 "BC65 WTR CHKD W/OTHER EMP (HD)" ; +label variable ER42384 "BC65 WTR CHKD W/FRIEND OR REL (HD)" ; +label variable ER42385 "BC65 WTR PLACED OR ANSWERED ADS (HD)" ; +label variable ER42386 "BC65 WTR OTHER ACTIVITY (HD)" ; +label variable ER42387 "BC65 WTR DONE NOTHING (HD)" ; +label variable ER42388 "BC67 YRS LOOK WRK (H-U)" ; +label variable ER42389 "BC67 MOS LOOK WRK (H-U)" ; +label variable ER42390 "BC67 WKS LOOK WRK (H-U)" ; +label variable ER42391 "DE1 CKPT: WTR WIFE IN FU" ; +label variable ER42392 "DE1 EMPLOYMENT STATUS-1ST MENTION" ; +label variable ER42393 "DE1 EMPLOYMENT STATUS-2ND MENTION" ; +label variable ER42394 "DE1 EMPLOYMENT STATUS-3RD MENTION" ; +label variable ER42395 "DE2 YEAR RETIRED (WF-R)" ; +label variable ER42396 "DE3 WTR WORK FOR MONEY" ; +label variable ER42397 "DE3A WTR WORKD SINCE JAN 1 OF PRIOR YEAR" ; +label variable ER42398 "DE14A_B WEEKS EMPLOYED LAST YEAR" ; +label variable ER42399 "ACCURACY OF WIFE WKS EMPLOYED LAST YEAR" ; +label variable ER42400 "DE14BB AVERAGE HOURS WORKED LAST YEAR" ; +label variable ER42401 "ACCURACY OF WIFE HOURS WORKED LAST YEAR" ; +label variable ER42402 "DE16-17 MAIN JOB INDICATOR" ; +label variable ER42403 "DE6 BEGINNING MONTH--JOB 1" ; +label variable ER42404 "DE6 BEGINNING YEAR--JOB 1" ; +label variable ER42405 "DE6 ENDING MONTH--JOB 1" ; +label variable ER42406 "DE6 ENDING YEAR--JOB 1" ; +label variable ER42407 "DE6 WTR EMPLOYED--JOB 1 JAN" ; +label variable ER42408 "DE6 WTR EMPLOYED--JOB 1 FEB" ; +label variable ER42409 "DE6 WTR EMPLOYED--JOB 1 MAR" ; +label variable ER42410 "DE6 WTR EMPLOYED--JOB 1 APR" ; +label variable ER42411 "DE6 WTR EMPLOYED--JOB 1 MAY" ; +label variable ER42412 "DE6 WTR EMPLOYED--JOB 1 JUN" ; +label variable ER42413 "DE6 WTR EMPLOYED--JOB 1 JUL" ; +label variable ER42414 "DE6 WTR EMPLOYED--JOB 1 AUG" ; +label variable ER42415 "DE6 WTR EMPLOYED--JOB 1 SEP" ; +label variable ER42416 "DE6 WTR EMPLOYED--JOB 1 OCT" ; +label variable ER42417 "DE6 WTR EMPLOYED--JOB 1 NOV" ; +label variable ER42418 "DE6 WTR EMPLOYED--JOB 1 DEC" ; +label variable ER42419 "DE20 MAIN OCC FOR JOB 1: 2000 CODE (WF)" ; +label variable ER42420 "DE21 MAIN IND FOR JOB 1: 2000 CODE (WF)" ; +label variable ER42421 "DE22 WORK SELF/OTR?--JOB 1" ; +label variable ER42422 "DE23 CORP/UNCORP BUS--JOB 1" ; +label variable ER42423 "DE24 WORK FOR GOVT?--JOB 1" ; +label variable ER42424 "DE25A NUMBER EMPLOYED AT WORK LOCATION" ; +label variable ER42425 "DE25B WTR 200 OR MORE" ; +label variable ER42426 "DE25C WTR 100 OR MORE" ; +label variable ER42427 "DE25D WTR 50 OR MORE" ; +label variable ER42428 "DE25E WTR 500 OR MORE" ; +label variable ER42429 "DE25F WTR 1000 OR MORE" ; +label variable ER42430 "DE26 JOB NOW UNION? (W-E)" ; +label variable ER42431 "DE27 BELONG UNION? (WF-E)" ; +label variable ER42432 "DE28A WTR JOB REQUIRES COMPUTER USE" ; +label variable ER42433 "DE29 SLRY/HRLY/OTR (W-E)" ; +label variable ER42434 "DE30 SALARY AMOUNT" ; +label variable ER42435 "DE30 SALARY PER WHAT" ; +label variable ER42436 "DE31 WTR SAL PD OT (WF-E)" ; +label variable ER42437 "DE32 HOW PAID FOR OT" ; +label variable ER42438 "DE32A EXACT OT PAY IF SALARIED" ; +label variable ER42439 "DE32A EXACT OT PAY PER" ; +label variable ER42440 "DE33 HOURLY REGULAR RATE" ; +label variable ER42441 "DE34 OT DIFFERENTIAL 1ST" ; +label variable ER42442 "DE34 OT DIFFERENTIAL 2ND" ; +label variable ER42443 "DE34 OT DIFFERENTIAL 3RD" ; +label variable ER42444 "DE34A EXACT OT PAY IF HOURLY" ; +label variable ER42445 "DE34A EXACT OT PAY PER" ; +label variable ER42446 "DE36 AVG TIPS/COMM" ; +label variable ER42447 "DE36 TIPS/COMM PER WHAT" ; +label variable ER42448 "DE37 AVG TIPS/COMM" ; +label variable ER42449 "DE37 TIPS/COMM PER WHAT" ; +label variable ER42450 "DE38 HOW PAID-OTR (WF-E)" ; +label variable ER42451 "DE39 OT RATE" ; +label variable ER42452 "DE41 YRS PRES EMP (W-E)" ; +label variable ER42453 "DE41 MOS PRES EMP (W-E)" ; +label variable ER42454 "DE41 WKS PRES EMP (W-E)" ; +label variable ER42455 "DE43 HOURS/WEEK WORKED--JOB 1" ; +label variable ER42456 "ACCURACY OF HR/WK WORKED--WF JOB 1" ; +label variable ER42457 "DE44 WTR WORKED OT--JOB 1" ; +label variable ER42458 "DE45 AMT OF OT WORKED--JOB 1" ; +label variable ER42459 "DE45 OT TIME UNIT--JOB 1" ; +label variable ER42460 "ACCURACY OF OT--WF JOB 1" ; +label variable ER42461 "DE46 AMOUNT EARNED LAST YEAR--JOB 1" ; +label variable ER42462 "DE46 PER FOR AMT EARNED LAST YR--JOB 1" ; +label variable ER42463 "DE51 WHY LAST JOB END (WF-U)" ; +label variable ER42464 "DE6 BEGINNING MONTH--JOB 2" ; +label variable ER42465 "DE6 BEGINNING YEAR--JOB 2" ; +label variable ER42466 "DE6 ENDING MONTH--JOB 2" ; +label variable ER42467 "DE6 ENDING YEAR--JOB 2" ; +label variable ER42468 "DE6 WTR EMPLOYED--JOB 2 JAN" ; +label variable ER42469 "DE6 WTR EMPLOYED--JOB 2 FEB" ; +label variable ER42470 "DE6 WTR EMPLOYED--JOB 2 MAR" ; +label variable ER42471 "DE6 WTR EMPLOYED--JOB 2 APR" ; +label variable ER42472 "DE6 WTR EMPLOYED--JOB 2 MAY" ; +label variable ER42473 "DE6 WTR EMPLOYED--JOB 2 JUN" ; +label variable ER42474 "DE6 WTR EMPLOYED--JOB 2 JUL" ; +label variable ER42475 "DE6 WTR EMPLOYED--JOB 2 AUG" ; +label variable ER42476 "DE6 WTR EMPLOYED--JOB 2 SEP" ; +label variable ER42477 "DE6 WTR EMPLOYED--JOB 2 OCT" ; +label variable ER42478 "DE6 WTR EMPLOYED--JOB 2 NOV" ; +label variable ER42479 "DE6 WTR EMPLOYED--JOB 2 DEC" ; +label variable ER42480 "DE20 MAIN OCC FOR JOB 2: 2000 CODE (WF)" ; +label variable ER42481 "DE21 MAIN IND FOR JOB 2: 2000 CODE (WF)" ; +label variable ER42482 "DE22 WORK SELF/OTR?--JOB 2" ; +label variable ER42483 "DE23 CORP/UNCORP BUS--JOB 2" ; +label variable ER42484 "DE24 WORK FOR GOVT?--JOB 2" ; +label variable ER42485 "DE43 HOURS/WEEK WORKED--JOB 2" ; +label variable ER42486 "ACCURACY OF HR/WK WORKED--WF JOB 2" ; +label variable ER42487 "DE44 WTR WORKED OT--JOB 2" ; +label variable ER42488 "DE45 AMT OF OT WORKED--JOB 2" ; +label variable ER42489 "DE45 OT TIME UNIT--JOB 2" ; +label variable ER42490 "ACCURACY OF OT--WF JOB 2" ; +label variable ER42491 "DE46 AMOUNT EARNED LAST YEAR--JOB 2" ; +label variable ER42492 "DE46 PER FOR AMT EARNED LAST YR--JOB 2" ; +label variable ER42493 "DE51 WHY JOB ENDED--JOB 2" ; +label variable ER42494 "DE6 BEGINNING MONTH--JOB 3" ; +label variable ER42495 "DE6 BEGINNING YEAR--JOB 3" ; +label variable ER42496 "DE6 ENDING MONTH--JOB 3" ; +label variable ER42497 "DE6 ENDING YEAR--JOB 3" ; +label variable ER42498 "DE6 WTR EMPLOYED--JOB 3 JAN" ; +label variable ER42499 "DE6 WTR EMPLOYED--JOB 3 FEB" ; +label variable ER42500 "DE6 WTR EMPLOYED--JOB 3 MAR" ; +label variable ER42501 "DE6 WTR EMPLOYED--JOB 3 APR" ; +label variable ER42502 "DE6 WTR EMPLOYED--JOB 3 MAY" ; +label variable ER42503 "DE6 WTR EMPLOYED--JOB 3 JUN" ; +label variable ER42504 "DE6 WTR EMPLOYED--JOB 3 JUL" ; +label variable ER42505 "DE6 WTR EMPLOYED--JOB 3 AUG" ; +label variable ER42506 "DE6 WTR EMPLOYED--JOB 3 SEP" ; +label variable ER42507 "DE6 WTR EMPLOYED--JOB 3 OCT" ; +label variable ER42508 "DE6 WTR EMPLOYED--JOB 3 NOV" ; +label variable ER42509 "DE6 WTR EMPLOYED--JOB 3 DEC" ; +label variable ER42510 "DE20 MAIN OCC FOR JOB 3: 2000 CODE (WF)" ; +label variable ER42511 "DE21 MAIN IND FOR JOB 3: 2000 CODE (WF)" ; +label variable ER42512 "DE22 WORK SELF/OTR?--JOB 3" ; +label variable ER42513 "DE23 CORP/UNCORP BUS--JOB 3" ; +label variable ER42514 "DE24 WORK FOR GOVT?--JOB 3" ; +label variable ER42515 "DE43 HOURS/WEEK WORKED--JOB 3" ; +label variable ER42516 "ACCURACY OF HR/WK WORKED--WF JOB 3" ; +label variable ER42517 "DE44 WTR WORKED OT--JOB 3" ; +label variable ER42518 "DE45 AMT OF OT WORKED--JOB 3" ; +label variable ER42519 "DE45 OT TIME UNIT--JOB 3" ; +label variable ER42520 "ACCURACY OF OT--WF JOB 3" ; +label variable ER42521 "DE46 AMOUNT EARNED LAST YEAR--JOB 3" ; +label variable ER42522 "DE46 PER FOR AMT EARNED LAST YR--JOB 3" ; +label variable ER42523 "DE51 WHY JOB ENDED--JOB 3" ; +label variable ER42524 "DE6 BEGINNING MONTH--JOB 4" ; +label variable ER42525 "DE6 BEGINNING YEAR--JOB 4" ; +label variable ER42526 "DE6 ENDING MONTH--JOB 4" ; +label variable ER42527 "DE6 ENDING YEAR--JOB 4" ; +label variable ER42528 "DE6 WTR EMPLOYED--JOB 4 JAN" ; +label variable ER42529 "DE6 WTR EMPLOYED--JOB 4 FEB" ; +label variable ER42530 "DE6 WTR EMPLOYED--JOB 4 MAR" ; +label variable ER42531 "DE6 WTR EMPLOYED--JOB 4 APR" ; +label variable ER42532 "DE6 WTR EMPLOYED--JOB 4 MAY" ; +label variable ER42533 "DE6 WTR EMPLOYED--JOB 4 JUN" ; +label variable ER42534 "DE6 WTR EMPLOYED--JOB 4 JUL" ; +label variable ER42535 "DE6 WTR EMPLOYED--JOB 4 AUG" ; +label variable ER42536 "DE6 WTR EMPLOYED--JOB 4 SEP" ; +label variable ER42537 "DE6 WTR EMPLOYED--JOB 4 OCT" ; +label variable ER42538 "DE6 WTR EMPLOYED--JOB 4 NOV" ; +label variable ER42539 "DE6 WTR EMPLOYED--JOB 4 DEC" ; +label variable ER42540 "DE20 MAIN OCC FOR JOB 4: 2000 CODE (WF)" ; +label variable ER42541 "DE21 MAIN IND FOR JOB 4: 2000 CODE (WF)" ; +label variable ER42542 "DE22 WORK SELF/OTR?--JOB 4" ; +label variable ER42543 "DE23 CORP/UNCORP BUS--JOB 4" ; +label variable ER42544 "DE24 WORK FOR GOVT?--JOB 4" ; +label variable ER42545 "DE43 HOURS/WEEK WORKED--JOB 4" ; +label variable ER42546 "ACCURACY OF HR/WK WORKED--WF JOB 4" ; +label variable ER42547 "DE44 WTR WORKED OT--JOB 4" ; +label variable ER42548 "DE45 AMT OF OT WORKED--JOB 4" ; +label variable ER42549 "DE45 OT TIME UNIT--JOB 4" ; +label variable ER42550 "ACCURACY OF OT--WF JOB 4" ; +label variable ER42551 "DE46 AMOUNT EARNED LAST YEAR--JOB 4" ; +label variable ER42552 "DE46 PER FOR AMT EARNED LAST YR--JOB 4" ; +label variable ER42553 "DE51 WHY JOB ENDED--JOB 4" ; +label variable ER42554 "NUMBER OF ADDITIONAL JOBS--WF" ; +label variable ER42555 "DE10 WTR OTRS ILL (WF)" ; +label variable ER42556 "DE10 DAYS OTHERS SICK" ; +label variable ER42557 "ACCURACY OF DAYS OTRS SICK (WF)" ; +label variable ER42558 "DE10 WEEKS OTHERS SICK" ; +label variable ER42559 "ACCURACY OF WEEKS OTRS SICK (WF)" ; +label variable ER42560 "DE10 MONTHS OTHERS SICK" ; +label variable ER42561 "ACCURACY OF MONTHS OTRS SICK (WF)" ; +label variable ER42562 "DE11 WTR SELF ILL (WF)" ; +label variable ER42563 "DE11 DAYS SELF SICK" ; +label variable ER42564 "ACCURACY OF DAYS SELF ILL (WF)" ; +label variable ER42565 "DE11 WEEKS SELF SICK" ; +label variable ER42566 "ACCURACY OF WEEKS SELF ILL (WF)" ; +label variable ER42567 "DE11 MONTHS SELF SICK" ; +label variable ER42568 "ACCURACY OF MONTHS SELF ILL (WF)" ; +label variable ER42569 "DE12 WTR VACATION (WF)" ; +label variable ER42570 "DE12 DAYS VACATION" ; +label variable ER42571 "ACCURACY OF DAYS VACATION (WF)" ; +label variable ER42572 "DE12 WEEKS VACATION" ; +label variable ER42573 "ACCURACY OF WEEKS VACATION (WF)" ; +label variable ER42574 "DE12 MONTHS VACATION" ; +label variable ER42575 "ACCURACY OF MONTHS VACATION (WF)" ; +label variable ER42576 "DE13 WTR STRIKE (WF)" ; +label variable ER42577 "DE13 DAYS STRIKE" ; +label variable ER42578 "ACCURACY OF STRIKE DAYS (WF)" ; +label variable ER42579 "DE13 WEEKS STRIKE" ; +label variable ER42580 "ACCURACY OF STRIKE WEEKS (WF)" ; +label variable ER42581 "DE13 MONTHS STRIKE" ; +label variable ER42582 "ACCURACY OF STRIKE MONTHS (WF)" ; +label variable ER42583 "DE14 WTR LAID OFF (WF)" ; +label variable ER42584 "DE14 DAYS LAID OFF" ; +label variable ER42585 "ACCURACY OF DAYS LAID OFF (WF)" ; +label variable ER42586 "DE14 WEEKS LAID OFF" ; +label variable ER42587 "ACCURACY OF WEEKS LAID OFF (WF)" ; +label variable ER42588 "DE14 MONTHS LAID OFF" ; +label variable ER42589 "ACCURACY OF MONTHS LAID OFF (WF)" ; +label variable ER42590 "DE8 WTR UNEMPLOYED(WF)" ; +label variable ER42591 "DE8 DAYS UNEMPLOYED" ; +label variable ER42592 "ACCURACY OF DAYS UNEMPLOYED (WF)" ; +label variable ER42593 "DE8 WEEKS UNEMPLOYED" ; +label variable ER42594 "ACCURACY OF WEEKS UNEMPLOYED (WF)" ; +label variable ER42595 "DE8 MONTHS UNEMPLOYED" ; +label variable ER42596 "ACCURACY OF MONTHS UNEMPLOYED (WF)" ; +label variable ER42597 "DE8 WTR UNEMPLOYED JAN" ; +label variable ER42598 "DE8 WTR UNEMPLOYED FEB" ; +label variable ER42599 "DE8 WTR UNEMPLOYED MAR" ; +label variable ER42600 "DE8 WTR UNEMPLOYED APR" ; +label variable ER42601 "DE8 WTR UNEMPLOYED MAY" ; +label variable ER42602 "DE8 WTR UNEMPLOYED JUN" ; +label variable ER42603 "DE8 WTR UNEMPLOYED JUL" ; +label variable ER42604 "DE8 WTR UNEMPLOYED AUG" ; +label variable ER42605 "DE8 WTR UNEMPLOYED SEP" ; +label variable ER42606 "DE8 WTR UNEMPLOYED OCT" ; +label variable ER42607 "DE8 WTR UNEMPLOYED NOV" ; +label variable ER42608 "DE8 WTR UNEMPLOYED DEC" ; +label variable ER42609 "DE7 WTR OUT LAB FRC(W)" ; +label variable ER42610 "DE7 DAYS OUT OF LAB FORCE" ; +label variable ER42611 "ACCURACY OF DAYS OUT OF LAB FORCE (WF)" ; +label variable ER42612 "DE7WEEKS OUT LABOR FORCE" ; +label variable ER42613 "ACCURACY OF WKS OUT OF LAB FORCE (WF)" ; +label variable ER42614 "DE7 MONTHS OUT LABR FORCE" ; +label variable ER42615 "ACCURACY OF MOS OUT OF LAB FORCE (WF)" ; +label variable ER42616 "DE7 WTR OUT LAB FORC JAN" ; +label variable ER42617 "DE7 WTR OUT LAB FORC FEB" ; +label variable ER42618 "DE7 WTR OUT LAB FORC MAR" ; +label variable ER42619 "DE7 WTR OUT LAB FORC APR" ; +label variable ER42620 "DE7 WTR OUT LAB FORC MAY" ; +label variable ER42621 "DE7 WTR OUT LAB FORC JUN" ; +label variable ER42622 "DE7 WTR OUT LAB FORC JUL" ; +label variable ER42623 "DE7 WTR OUT LAB FORC AUG" ; +label variable ER42624 "DE7 WTR OUT LAB FORC SEP" ; +label variable ER42625 "DE7 WTR OUT LAB FORC OCT" ; +label variable ER42626 "DE7 WTR OUT LAB FORC NOV" ; +label variable ER42627 "DE7 WTR OUT LAB FORC DEC" ; +label variable ER42628 "DE62 WTR EVER WORKED" ; +label variable ER42629 "DE63 MO LAST WORKED" ; +label variable ER42630 "DE63 YR LAST WORKED" ; +label variable ER42631 "DE64 WTR LOOKING FOR JOB" ; +label variable ER42632 "DE65 WTR PUBLIC EMP AGENCY (WF)" ; +label variable ER42633 "DE65 WTR PRIVATE EMP AGENCY (WF)" ; +label variable ER42634 "DE65 WTR CHKD W/CURRENT EMP (WF)" ; +label variable ER42635 "DE65 WTR CHKD W/OTHER EMP (WF)" ; +label variable ER42636 "DE65 WTR CHKD W/FRIEND OR REL (WF)" ; +label variable ER42637 "DE65 WTR PLACED OR ANSWERED ADS (WF)" ; +label variable ER42638 "DE65 WTR OTHER ACTIVITY (WF)" ; +label variable ER42639 "DE65 WTR DONE NOTHING (WF)" ; +label variable ER42640 "DE67 YRS LOOK WRK (W-U)" ; +label variable ER42641 "DE67 MOS LOOK WRK (W-U)" ; +label variable ER42642 "DE67 WKS LOOK WRK (W-U)" ; +label variable ER42643 "F1 CKPT:TYPE HD+WF" ; +label variable ER42644 "F2 HOUSEWORK HRS-WIFE" ; +label variable ER42645 "ACCURACY OF WF HOUSEWORK HRS" ; +label variable ER42646 "F3 HOUSEWORK HOURS-HEAD" ; +label variable ER42647 "ACCURACY OF HD HOUSEWORK HRS" ; +label variable ER42648 "F5 FAM TOGETHR MAIN MEAL" ; +label variable ER42649 "F6 CKPT: WTR CHILD 5-18 IN FU LAST YEAR" ; +label variable ER42650 "F6A WTR CH REC FREE/LOW LUNCH LAST YR" ; +label variable ER42651 "F6B WTR CH REC FREE/LOW BKFST LAST YR" ; +label variable ER42652 "F6D COST CHILD CARE LAST YEAR" ; +label variable ER42653 "F6D CHILD CARE COST PER" ; +label variable ER42654 "F6D2 WTR PAID FOR CHILD CARE JAN LAST YR" ; +label variable ER42655 "F6D2 WTR PAID FOR CHILD CARE FEB LAST YR" ; +label variable ER42656 "F6D2 WTR PAID FOR CHILD CARE MAR LAST YR" ; +label variable ER42657 "F6D2 WTR PAID FOR CHILD CARE APR LAST YR" ; +label variable ER42658 "F6D2 WTR PAID FOR CHILD CARE MAY LAST YR" ; +label variable ER42659 "F6D2 WTR PAID FOR CHILD CARE JUN LAST YR" ; +label variable ER42660 "F6D2 WTR PAID FOR CHILD CARE JUL LAST YR" ; +label variable ER42661 "F6D2 WTR PAID FOR CHILD CARE AUG LAST YR" ; +label variable ER42662 "F6D2 WTR PAID FOR CHILD CARE SEP LAST YR" ; +label variable ER42663 "F6D2 WTR PAID FOR CHILD CARE OCT LAST YR" ; +label variable ER42664 "F6D2 WTR PAID FOR CHILD CARE NOV LAST YR" ; +label variable ER42665 "F6D2 WTR PAID FOR CHILD CARE DEC LAST YR" ; +label variable ER42666 "F6E WTR CHILD IN DAY CARE CNTR LAST YR" ; +label variable ER42667 "F6F WTR MEALS/SNACKS PROVIDED TO CHILD" ; +label variable ER42668 "F6G WTR DAY CARE IN CHILD/ADULT FOOD PGM" ; +label variable ER42669 "F6H FU FEMALE 15-45/CHILD <5 LAST YR" ; +label variable ER42670 "F6I WTR RECD FOOD THROUGH WIC PROGRAM" ; +label variable ER42671 "F7 WTR ADULT IN ADULT DAY CARE PREV YR" ; +label variable ER42672 "F7A AMT PAID FOR ADULT DAY CARE" ; +label variable ER42673 "F7B WTR FU MEMBER 60+ LAST YR" ; +label variable ER42674 "F7C WTR RECD FREE/REDUCD MEALS LAST YR" ; +label variable ER42675 "F8 WTR USED FOOD STAMPS 2 YRS AGO" ; +label variable ER42676 "F9 VALUE OF FOOD STAMPS 2 YRS AGO" ; +label variable ER42677 "F9 TIME UNIT-VALUE FOOD STAMPS 2 YRS AGO" ; +label variable ER42678 "ACCURACY OF FOOD STAMPS 2 YEARS AGO" ; +label variable ER42679 "F10 WTR RECVD FOOD STAMPS JAN 2 YRS AGO" ; +label variable ER42680 "F10 WTR RECVD FOOD STAMPS FEB 2 YRS AGO" ; +label variable ER42681 "F10 WTR RECVD FOOD STAMPS MAR 2 YRS AGO" ; +label variable ER42682 "F10 WTR RECVD FOOD STAMPS APR 2 YRS AGO" ; +label variable ER42683 "F10 WTR RECVD FOOD STAMPS MAY 2 YRS AGO" ; +label variable ER42684 "F10 WTR RECVD FOOD STAMPS JUN 2 YRS AGO" ; +label variable ER42685 "F10 WTR RECVD FOOD STAMPS JUL 2 YRS AGO" ; +label variable ER42686 "F10 WTR RECVD FOOD STAMPS AUG 2 YRS AGO" ; +label variable ER42687 "F10 WTR RECVD FOOD STAMPS SEP 2 YRS AGO" ; +label variable ER42688 "F10 WTR RECVD FOOD STAMPS OCT 2 YRS AGO" ; +label variable ER42689 "F10 WTR RECVD FOOD STAMPS NOV 2 YRS AGO" ; +label variable ER42690 "F10 WTR RECVD FOOD STAMPS DEC 2 YRS AGO" ; +label variable ER42691 "F11 WTR RECEIVED FOOD STAMPS LAST YEAR" ; +label variable ER42692 "F12 VALUE OF FOOD STAMPS LAST YEAR" ; +label variable ER42693 "F12 TIME UNIT-VALUE FOOD STAMPS LAST YR" ; +label variable ER42694 "ACCURACY OF FOOD STAMPS LAST YEAR" ; +label variable ER42695 "F13 WTR RECVD FOOD STAMPS JAN LAST YEAR" ; +label variable ER42696 "F13 WTR RECVD FOOD STAMPS FEB LAST YEAR" ; +label variable ER42697 "F13 WTR RECVD FOOD STAMPS MAR LAST YEAR" ; +label variable ER42698 "F13 WTR RECVD FOOD STAMPS APR LAST YEAR" ; +label variable ER42699 "F13 WTR RECVD FOOD STAMPS MAY LAST YEAR" ; +label variable ER42700 "F13 WTR RECVD FOOD STAMPS JUN LAST YEAR" ; +label variable ER42701 "F13 WTR RECVD FOOD STAMPS JUL LAST YEAR" ; +label variable ER42702 "F13 WTR RECVD FOOD STAMPS AUG LAST YEAR" ; +label variable ER42703 "F13 WTR RECVD FOOD STAMPS SEP LAST YEAR" ; +label variable ER42704 "F13 WTR RECVD FOOD STAMPS OCT LAST YEAR" ; +label variable ER42705 "F13 WTR RECVD FOOD STAMPS NOV LAST YEAR" ; +label variable ER42706 "F13 WTR RECVD FOOD STAMPS DEC LAST YEAR" ; +label variable ER42707 "F14 WTR RECEIVED FOOD STAMPS LAST MONTH" ; +label variable ER42708 "F15 # FU MEMBERS RECEIVED FOOD STAMPS" ; +label variable ER42709 "F16 VALUE OF FOOD STAMPS RECD LAST MONTH" ; +label variable ER42710 "ACCURACY OF FOOD STAMPS LAST MONTH" ; +label variable ER42711 "F17 WTR BUY FOOD TO USE AT HOME" ; +label variable ER42712 "F18 REPORTED COST OF FOOD AT HOME" ; +label variable ER42713 "F18 COST OF FOOD AT HOME PER" ; +label variable ER42714 "ACCURACY OF FOOD AT HOME-RECD FD STAMPS" ; +label variable ER42715 "F19 WTR FOOD DELIVERED TO HOME" ; +label variable ER42716 "F20 COST OF DELIVERED FOOD" ; +label variable ER42717 "F20 COST OF DELIVERED FOOD PER" ; +label variable ER42718 "ACCURACY OF DELIVERD FOOD-RECD FD STAMPS" ; +label variable ER42719 "F21 COST OF FOOD EATEN OUT" ; +label variable ER42720 "F21 COST OF FOOD EATEN OUT PER" ; +label variable ER42721 "ACCURACY OF FOOD EATN OUT-RECD FD STAMPS" ; +label variable ER42722 "F22 REPORTED COST OF FOOD AT HOME" ; +label variable ER42723 "F22 COST OF FOOD AT HOME PER" ; +label variable ER42724 "ACCURACY OF FOOD AT HOME-NO FD STAMPS" ; +label variable ER42725 "F23 WTR FOOD DELIVERED TO HOME" ; +label variable ER42726 "F24 COST OF DELIVERED FOOD" ; +label variable ER42727 "F24 COST OF DELIVERED FOOD PER" ; +label variable ER42728 "ACCURACY OF DELIVERED FOOD-NO FD STAMPS" ; +label variable ER42729 "F25 COST OF FOOD EATEN OUT" ; +label variable ER42730 "F25 COST OF FOOD EATEN OUT PER" ; +label variable ER42731 "ACCURACY OF FOOD EATEN OUT-NO FD STAMPS" ; +label variable ER42732 "F47 WTR HAVE VEHICLE" ; +label variable ER42733 "F48 NUMBER OF VEHICLES" ; +label variable ER42734 "F49 MANUFACTURER CODE #1" ; +label variable ER42735 "F49 VEHICLE MAKE CODE #1" ; +label variable ER42736 "F49 VEHICLE MODEL YEAR #1" ; +label variable ER42737 "F49 VEHICLE TYPE CODE #1" ; +label variable ER42738 "F53 HOW ACQUIRED #1" ; +label variable ER42739 "F54 WTR NEW OR USED #1" ; +label variable ER42740 "F55 YR ACQUIRED #1" ; +label variable ER42741 "F57 WTR USED FOR BUSINESS #1" ; +label variable ER42742 "F58 WTR USED MOSTLY FOR BUSINESS #1" ; +label variable ER42743 "F60 WTR OWN/LEASE >3 YR OLD VEHICLE #1" ; +label variable ER42744 "F61 TOTAL PRICE #1" ; +label variable ER42745 "F64 CASH DOWNPMT AMT #1" ; +label variable ER42746 "F65 WTR GOT LOAN #1" ; +label variable ER42747 "F66 LOAN AMOUNT #1" ; +label variable ER42748 "F67 LOAN PAYMENT AMT #1" ; +label variable ER42749 "F67 LOAN PMT AMT PER #1" ; +label variable ER42750 "F69 LOAN TOTAL # PMTS #1" ; +label variable ER42751 "F70 LOAN # PMTS MADE #1" ; +label variable ER42752 "F71 LEASE INITIAL OUTLAY #1" ; +label variable ER42753 "F72 LEASE PMT AMOUNT #1" ; +label variable ER42754 "F72 LEASE AMOUNT PER #1" ; +label variable ER42755 "F73 LEASE TOTAL # PMTS #1" ; +label variable ER42756 "F74 LEASE # PMTS MADE #1" ; +label variable ER42757 "F49 MANUFACTURER CODE #2" ; +label variable ER42758 "F49 VEHICLE MAKE CODE #2" ; +label variable ER42759 "F49 VEHICLE MODEL YEAR #2" ; +label variable ER42760 "F49 VEHICLE TYPE CODE #2" ; +label variable ER42761 "F53 HOW ACQUIRED #2" ; +label variable ER42762 "F54 WTR NEW OR USED #2" ; +label variable ER42763 "F55 YR ACQUIRED #2" ; +label variable ER42764 "F57 WTR USED FOR BUSINESS #2" ; +label variable ER42765 "F58 WTR MOSTLY FOR BUSINESS #2" ; +label variable ER42766 "F60 CKPT: WTR OWN >3 YR OLD VEHICLE #2" ; +label variable ER42767 "F61 TOTAL PRICE #2" ; +label variable ER42768 "F64 CASH DOWNPMT AMT #2" ; +label variable ER42769 "F65 WTR GOT LOAN #2" ; +label variable ER42770 "F66 LOAN AMOUNT #2" ; +label variable ER42771 "F67 LOAN PAYMENT AMT #2" ; +label variable ER42772 "F67 LOAN PMT AMT PER #2" ; +label variable ER42773 "F69 LOAN TOT # PMTS #2" ; +label variable ER42774 "F70 LOAN # PMTS MADE #2" ; +label variable ER42775 "F71 LEASE INITIAL OUTLAY #2" ; +label variable ER42776 "F72 LEASE PMT AMOUNT #2" ; +label variable ER42777 "F72 LEASE AMOUNT PER #2" ; +label variable ER42778 "F73 LEASE TOTAL # PMTS #2" ; +label variable ER42779 "F74 LEASE # PMTS MADE #2" ; +label variable ER42780 "F49 MANUFACTURER CODE #3" ; +label variable ER42781 "F49 VEHICLE MAKE CODE #3" ; +label variable ER42782 "F49 VEHICLE MODEL YEAR #3" ; +label variable ER42783 "F49 VEHICLE TYPE CODE #3" ; +label variable ER42784 "F53 HOW ACQUIRED #3" ; +label variable ER42785 "F54 WTR NEW OR USED #3" ; +label variable ER42786 "F55 YR ACQUIRED #3" ; +label variable ER42787 "F57 WTR USED FOR BUSINESS #3" ; +label variable ER42788 "F58 WTR MOSTLY FOR BUSINESS #3" ; +label variable ER42789 "F60 CKPT: WTR OWN >3 YR OLD VEHICLE #3" ; +label variable ER42790 "F61 TOTAL PRICE #3" ; +label variable ER42791 "F64 CASH DOWNPMT AMT #3" ; +label variable ER42792 "F65 WTR GOT LOAN #3" ; +label variable ER42793 "F66 LOAN AMOUNT #3" ; +label variable ER42794 "F67 LOAN PAYMENT AMT #3" ; +label variable ER42795 "F67 LOAN PMT AMT PER #3" ; +label variable ER42796 "F69 LOAN TOTAL # PMTS #3" ; +label variable ER42797 "F70 LOAN # PMTS MADE #3" ; +label variable ER42798 "F71 LEASE INITIAL OUTLAY #3" ; +label variable ER42799 "F72 LEASE PMT AMOUNT #3" ; +label variable ER42800 "F72 LEASE AMOUNT PER #3" ; +label variable ER42801 "F73 LEASE TOTAL # PMTS #3" ; +label variable ER42802 "F74 LEASE # PMTS MADE #3" ; +label variable ER42803 "F77 CAR INSURANCE EXPENSE" ; +label variable ER42804 "F77 CAR INSURANCE PER" ; +label variable ER42805 "F78CKPT WTR OTR VEHICLES" ; +label variable ER42806 "F79 ADDL CAR/LEASE PMTS" ; +label variable ER42807 "F80A CAR REPAIR EXPENSES" ; +label variable ER42808 "F80B GASOLINE EXPENSES" ; +label variable ER42809 "F80C PARKING EXPENSES" ; +label variable ER42810 "F81A BUS/TRAIN FARES" ; +label variable ER42811 "F81B CAB FARE EXPENSES" ; +label variable ER42812 "F81C OTR TRANSP EXPENSES" ; +label variable ER42813 "F82 WTR SCHOOL EXPENSES" ; +label variable ER42814 "F83 TOTAL SCHOOL EXPENSES" ; +label variable ER42815 "F84 WTR OTR SCHOOL EXPENSES" ; +label variable ER42816 "F86 TOTAL OTR SCHOOL EXPENSES" ; +label variable ER42817 "F87 COST OF HOME REPAIRS LAST YEAR" ; +label variable ER42818 "F87 TIME UNIT FOR HOME REPAIRS" ; +label variable ER42819 "F87A WTR $400 OR MORE" ; +label variable ER42820 "F87B WTR $1000 OR MORE" ; +label variable ER42821 "F87C WTR $100 OR MORE" ; +label variable ER42822 "F88 COST OF HHOLD FURNISHINGS LAST YEAR" ; +label variable ER42823 "F88 TIME UNIT FOR HHOLD FURNISHINGS" ; +label variable ER42824 "F88A WTR $500 OR MORE" ; +label variable ER42825 "F88B WTR $1500 OR MORE" ; +label variable ER42826 "F88C WTR $100 OR MORE" ; +label variable ER42827 "F89 COST OF CLOTHING LAST YEAR" ; +label variable ER42828 "F89 TIME UNIT FOR CLOTHING" ; +label variable ER42829 "F89A WTR $700 OR MORE" ; +label variable ER42830 "F89B WTR$1500 OR MORE" ; +label variable ER42831 "F89C WTR $200 OR MORE" ; +label variable ER42832 "F90 COST OF TRIPS, VACATIONS LAST YEAR" ; +label variable ER42833 "F90 TIME UNIT FOR TRIPS, VACATIONS" ; +label variable ER42834 "F90A WTR $500 OR MORE" ; +label variable ER42835 "F90B WTR $1500 OR MORE" ; +label variable ER42836 "F90C WTR $200 OR MORE" ; +label variable ER42837 "F91 COST OF OTR RECREATION LAST YEAR" ; +label variable ER42838 "F91 TIME UNIT FOR OTR RECREATON" ; +label variable ER42839 "F91A WTR $500 OR MORE" ; +label variable ER42840 "F91B WTR $1500 OR MORE" ; +label variable ER42841 "F91C WTR $200 OR MORE" ; +label variable ER42842 "G1A WHETHER HEAD FARMER" ; +label variable ER42843 "G2 TOTAL FARM RECEIPTS" ; +label variable ER42844 "G3 PYR FARM EXPENSES" ; +label variable ER42845 "G4 PYR NET FARM INCOME" ; +label variable ER42846 "ACCURACY OF FARM INCOME" ; +label variable ER42847 "G5 WHETHER BUSINESS" ; +label variable ER42848 "G7A 2-DIGIT INDUSTRY-BUS 1" ; +label variable ER42849 "G8 HEAD OWN BUSINESS 1?" ; +label variable ER42850 "G8 WIFE OWN BUSINESS 1?" ; +label variable ER42851 "G8OTR RELATIVE OWN BUS1?" ; +label variable ER42852 "G8OTHER PERSON OWN BUS1?" ; +label variable ER42853 "HEAD WORK IN BUSINESS 1" ; +label variable ER42854 "HEAD REPORT HRS BUSNS 1" ; +label variable ER42855 "WIFE WORK IN BUSINESS 1" ; +label variable ER42856 "WIFE REPORT HRS BUSNS 1" ; +label variable ER42857 "G10 CORP/UNINCORP BUS1" ; +label variable ER42858 "G11 GROSS RECEIPTS BUS1" ; +label variable ER42859 "G11A EXPENSES BUS 1" ; +label variable ER42860 "G11B PROFIT/LOSS BUS 1" ; +label variable ER42861 "ACCURACY OF BUSINESS1 PROFIT/LOSS" ; +label variable ER42862 "G7A 2-DIGIT INDUSTRY-BUS 2" ; +label variable ER42863 "G8 HEAD OWN BUSINESS 2?" ; +label variable ER42864 "G8 WIFE OWN BUSINESS 2?" ; +label variable ER42865 "G8OTR RELATIVE OWN BUS2?" ; +label variable ER42866 "G8OTHER PERSON OWN BUS2?" ; +label variable ER42867 "HEAD WORK IN BUSINESS 2" ; +label variable ER42868 "HEAD REPORT HRS BUSNS 2" ; +label variable ER42869 "WIFE WORK IN BUSINESS 2" ; +label variable ER42870 "WIFE REPORT HRS BUSNS 2" ; +label variable ER42871 "G10 CORP/UNINCORP BUS2" ; +label variable ER42872 "G11 GROSS RECEIPTS BUS 2" ; +label variable ER42873 "G11A EXPENSES BUS 2" ; +label variable ER42874 "G11B PROFIT/LOSS BUS 2" ; +label variable ER42875 "ACCURACY OF BUSINESS2 PROFIT/LOSS" ; +label variable ER42876 "G7A 2-DIGIT INDUSTRY-BUS 3" ; +label variable ER42877 "G8 HEAD OWN BUSINESS 3?" ; +label variable ER42878 "G8 WIFE OWN BUSINESS 3?" ; +label variable ER42879 "G8OTR RELATIVE OWN BUS3?" ; +label variable ER42880 "G8OTHER PERSON OWN BUS3?" ; +label variable ER42881 "HEAD WORK IN BUSINESS 3" ; +label variable ER42882 "HEAD REPORT HRS BUSNS 3" ; +label variable ER42883 "WIFE WORK IN BUSINESS 3" ; +label variable ER42884 "WIFE REPORT HRS BUSNS 3" ; +label variable ER42885 "G10 CORP/UNINCORP BUS3" ; +label variable ER42886 "G11 GROSS RECEIPTS BUS 3" ; +label variable ER42887 "G11A EXPENSES BUS 3" ; +label variable ER42888 "G11B PROFIT/LOSS BUS 3" ; +label variable ER42889 "ACCURACY OF BUSINESS3 PROFIT/LOSS" ; +label variable ER42890 "G7A 2-DIGIT INDUSTRY-BUS 4" ; +label variable ER42891 "G8 HEAD OWN BUSINESS 4?" ; +label variable ER42892 "G8 WIFE OWN BUSINESS 4?" ; +label variable ER42893 "G8OTR RELATIVE OWN BUS4?" ; +label variable ER42894 "G8OTHER PERSON OWN BUS4?" ; +label variable ER42895 "HEAD WORK IN BUSINESS 4" ; +label variable ER42896 "HEAD REPORT HRS BUSNS 4" ; +label variable ER42897 "WIFE WORK IN BUSINESS 4" ; +label variable ER42898 "WIFE REPORT HRS BUSNS 4" ; +label variable ER42899 "G10 CORP/UNINCORP BUS4" ; +label variable ER42900 "G11 GROSS RECEIPTS BUS 4" ; +label variable ER42901 "G11A EXPENSES BUS 4" ; +label variable ER42902 "G11B PROFIT/LOSS BUS 4" ; +label variable ER42903 "ACCURACY OF BUSINESS4 PROFIT/LOSS" ; +label variable ER42904 "G7A 2-DIGIT INDUSTRY-BUS 5" ; +label variable ER42905 "G8 HEAD OWN BUSINESS 5?" ; +label variable ER42906 "G8 WIFE OWN BUSINESS 5?" ; +label variable ER42907 "G8OTR RELATIVE OWN BUS5?" ; +label variable ER42908 "G8OTHER PERSON OWN BUS5?" ; +label variable ER42909 "HEAD WORK IN BUSINESS 5" ; +label variable ER42910 "HEAD REPORT HRS BUSNS 5" ; +label variable ER42911 "WIFE WORK IN BUSINESS 5" ; +label variable ER42912 "WIFE REPORT HRS BUSNS 5" ; +label variable ER42913 "G10 CORP/UNINCORP BUS5" ; +label variable ER42914 "G11 GROSS RECEIPTS BUS 5" ; +label variable ER42915 "G11A EXPENSES BUS 5" ; +label variable ER42916 "G11B PROFIT/LOSS BUS 5" ; +label variable ER42917 "ACCURACY OF BUSINESS5 PROFIT/LOSS" ; +label variable ER42918 "G12 HEAD HAVE WAGES" ; +label variable ER42919 "G13 WAGES/SALARY OF HEAD" ; +label variable ER42920 "ACCURACY OF WAGES/SALARY-HEAD" ; +label variable ER42921 "G14/16 HD BONUS/OT/COMM" ; +label variable ER42922 "HEAD HAVE BONUS" ; +label variable ER42923 "AMT HEAD BONUS" ; +label variable ER42924 "ACCURACY OF BONUS-HEAD" ; +label variable ER42925 "HEAD HAVE OVERTIME" ; +label variable ER42926 "AMT HEAD OVERTIME" ; +label variable ER42927 "ACCURACY OF OVERTIME-HEAD" ; +label variable ER42928 "HEAD HAVE TIPS" ; +label variable ER42929 "AMT HEAD TIPS" ; +label variable ER42930 "ACCURACY OF TIPS-HEAD" ; +label variable ER42931 "HEAD HAVE COMMISSION" ; +label variable ER42932 "AMT HEAD COMMISSION" ; +label variable ER42933 "ACCURACY OF COMMISSION-HEAD" ; +label variable ER42934 "WTR OTHER LABOR Y-HEAD" ; +label variable ER42935 "AMT OTHER LABOR Y-HEAD" ; +label variable ER42936 "ACCURACY OF OTHER LABOR Y-HEAD" ; +label variable ER42937 "WTR WORK HRS FOR WAGES ETC" ; +label variable ER42938 "G18A WTR HEAD PROF PRACT" ; +label variable ER42939 "AMT PROF PRACTICE OF HD" ; +label variable ER42940 "AMT PROF PRACTICE PER" ; +label variable ER42941 "ACCURACY OF PROF PRACTICE-HEAD" ; +label variable ER42942 "PROF/TRADE INCOME H JAN" ; +label variable ER42943 "PROF/TRADE INCOME H FEB" ; +label variable ER42944 "PROF/TRADE INCOME H MAR" ; +label variable ER42945 "PROF/TRADE INCOME H APR" ; +label variable ER42946 "PROF/TRADE INCOME H MAY" ; +label variable ER42947 "PROF/TRADE INCOME H JUN" ; +label variable ER42948 "PROF/TRADE INCOME H JUL" ; +label variable ER42949 "PROF/TRADE INCOME H AUG" ; +label variable ER42950 "PROF/TRADE INCOME H SEP" ; +label variable ER42951 "PROF/TRADE INCOME H OCT" ; +label variable ER42952 "PROF/TRADE INCOME H NOV" ; +label variable ER42953 "PROF/TRADE INCOME H DEC" ; +label variable ER42954 "G21A WTR WORK HRS FOR PROF PRAC" ; +label variable ER42955 "G18B WTR HEAD MKT GDNING" ; +label variable ER42956 "AMT MKT GARDENING OF HD" ; +label variable ER42957 "AMT MKT GARDENING PER" ; +label variable ER42958 "ACCURACY OF MKT GARDENING-HEAD" ; +label variable ER42959 "GARDEN/FARM INCOME H JAN" ; +label variable ER42960 "GARDEN/FARM INCOME H FEB" ; +label variable ER42961 "GARDEN/FARM INCOME H MAR" ; +label variable ER42962 "GARDEN/FARM INCOME H APR" ; +label variable ER42963 "GARDEN/FARM INCOME H MAY" ; +label variable ER42964 "GARDEN/FARM INCOME H JUN" ; +label variable ER42965 "GARDEN/FARM INCOME H JUL" ; +label variable ER42966 "GARDEN/FARM INCOME H AUG" ; +label variable ER42967 "GARDEN/FARM INCOME H SEP" ; +label variable ER42968 "GARDEN/FARM INCOME H OCT" ; +label variable ER42969 "GARDEN/FARM INCOME H NOV" ; +label variable ER42970 "GARDEN/FARM INCOME H DEC" ; +label variable ER42971 "G21B WTR WORK HRS FOR MKT GRDNG" ; +label variable ER42972 "G18C WTR HEAD ROOMERS" ; +label variable ER42973 "AMT ROOMERS/BOARDERS HD" ; +label variable ER42974 "AMT ROOMERS/BOARDERS PER" ; +label variable ER42975 "ACCURACY OF ROOMERS/BOARDERS-HEAD" ; +label variable ER42976 "ROOM/BORD INCOME H JAN" ; +label variable ER42977 "ROOM/BORD INCOME H FEB" ; +label variable ER42978 "ROOM/BORD INCOME H MAR" ; +label variable ER42979 "ROOM/BORD INCOME H APR" ; +label variable ER42980 "ROOM/BORD INCOME H MAY" ; +label variable ER42981 "ROOM/BORD INCOME H JUN" ; +label variable ER42982 "ROOM/BORD INCOME H JUL" ; +label variable ER42983 "ROOM/BORD INCOME H AUG" ; +label variable ER42984 "ROOM/BORD INCOME H SEP" ; +label variable ER42985 "ROOM/BORD INCOME H OCT" ; +label variable ER42986 "ROOM/BORD INCOME H NOV" ; +label variable ER42987 "ROOM/BORD INCOME H DEC" ; +label variable ER42988 "G21C WTR WORK HRS FOR ROOMERS" ; +label variable ER42989 "G23 WTR INCL EARNINGS XTRA JOB" ; +label variable ER42990 "AMT FROM XTRA JOBS" ; +label variable ER42991 "ACCURACY OF XTRA JOB INCOME-HEAD" ; +label variable ER42992 "G25A WHETHER RENT HEAD" ; +label variable ER42993 "RENT OF HEAD" ; +label variable ER42994 "RENT OF HEAD PER" ; +label variable ER42995 "ACCURACY OF RENT-HEAD" ; +label variable ER42996 "G26A2 WTR RENT JOINT WITH WIFE" ; +label variable ER42997 "RENT INCOME HEAD JAN" ; +label variable ER42998 "RENT INCOME HEAD FEB" ; +label variable ER42999 "RENT INCOME HEAD MAR" ; +label variable ER43000 "RENT INCOME HEAD APR" ; +label variable ER43001 "RENT INCOME HEAD MAY" ; +label variable ER43002 "RENT INCOME HEAD JUN" ; +label variable ER43003 "RENT INCOME HEAD JUL" ; +label variable ER43004 "RENT INCOME HEAD AUG" ; +label variable ER43005 "RENT INCOME HEAD SEP" ; +label variable ER43006 "RENT INCOME HEAD OCT" ; +label variable ER43007 "RENT INCOME HEAD NOV" ; +label variable ER43008 "RENT INCOME HEAD DEC" ; +label variable ER43009 "G25B WHETHER DIVIDENDS HEAD" ; +label variable ER43010 "DIVIDENDS OF HEAD" ; +label variable ER43011 "DIVIDENDS OF HEAD PER" ; +label variable ER43012 "ACCURACY OF DIVIDENDS-HEAD" ; +label variable ER43013 "G26B2 WTR DIVIDENDS JOINT WITH WIFE" ; +label variable ER43014 "DIVIDEND INCOME HEAD JAN" ; +label variable ER43015 "DIVIDEND INCOME HEAD FEB" ; +label variable ER43016 "DIVIDEND INCOME HEAD MAR" ; +label variable ER43017 "DIVIDEND INCOME HEAD APR" ; +label variable ER43018 "DIVIDEND INCOME HEAD MAY" ; +label variable ER43019 "DIVIDEND INCOME HEAD JUN" ; +label variable ER43020 "DIVIDEND INCOME HEAD JUL" ; +label variable ER43021 "DIVIDEND INCOME HEAD AUG" ; +label variable ER43022 "DIVIDEND INCOME HEAD SEP" ; +label variable ER43023 "DIVIDEND INCOME HEAD OCT" ; +label variable ER43024 "DIVIDEND INCOME HEAD NOV" ; +label variable ER43025 "DIVIDEND INCOME HEAD DEC" ; +label variable ER43026 "G25C WHETHER INTEREST HEAD" ; +label variable ER43027 "INTEREST OF HEAD" ; +label variable ER43028 "INTEREST OF HEAD PER" ; +label variable ER43029 "ACCURACY OF INTEREST-HEAD" ; +label variable ER43030 "G26C2 WTR INTEREST JOINT WITH WIFE" ; +label variable ER43031 "INTEREST INCOME HEAD JAN" ; +label variable ER43032 "INTEREST INCOME HEAD FEB" ; +label variable ER43033 "INTEREST INCOME HEAD MAR" ; +label variable ER43034 "INTEREST INCOME HEAD APR" ; +label variable ER43035 "INTEREST INCOME HEAD MAY" ; +label variable ER43036 "INTEREST INCOME HEAD JUN" ; +label variable ER43037 "INTEREST INCOME HEAD JUL" ; +label variable ER43038 "INTEREST INCOME HEAD AUG" ; +label variable ER43039 "INTEREST INCOME HEAD SEP" ; +label variable ER43040 "INTEREST INCOME HEAD OCT" ; +label variable ER43041 "INTEREST INCOME HEAD NOV" ; +label variable ER43042 "INTEREST INCOME HEAD DEC" ; +label variable ER43043 "WHETHER TRUST FUND HEAD" ; +label variable ER43044 "G25D TRUST FUND OF HEAD" ; +label variable ER43045 "TRUST FUND OF HEAD PER" ; +label variable ER43046 "ACCURACY OF TRUST FUND-HEAD" ; +label variable ER43047 "TRUST/ROYAL INCOME H JAN" ; +label variable ER43048 "TRUST/ROYAL INCOME H FEB" ; +label variable ER43049 "TRUST/ROYAL INCOME H MAR" ; +label variable ER43050 "TRUST/ROYAL INCOME H APR" ; +label variable ER43051 "TRUST/ROYAL INCOME H MAY" ; +label variable ER43052 "TRUST/ROYAL INCOME H JUN" ; +label variable ER43053 "TRUST/ROYAL INCOME H JUL" ; +label variable ER43054 "TRUST/ROYAL INCOME H AUG" ; +label variable ER43055 "TRUST/ROYAL INCOME H SEP" ; +label variable ER43056 "TRUST/ROYAL INCOME H OCT" ; +label variable ER43057 "TRUST/ROYAL INCOME H NOV" ; +label variable ER43058 "TRUST/ROYAL INCOME H DEC" ; +label variable ER43059 "G25E WHETHER ADC/TANF HEAD" ; +label variable ER43060 "ADC/TANF OF HEAD" ; +label variable ER43061 "ADC/TANF OF HEAD PER" ; +label variable ER43062 "ACCURACY OF ADC/TANF-HEAD" ; +label variable ER43063 "ADC/TANF INCOME HEAD JAN" ; +label variable ER43064 "ADC/TANF INCOME HEAD FEB" ; +label variable ER43065 "ADC/TANF INCOME HEAD MAR" ; +label variable ER43066 "ADC/TANF INCOME HEAD APR" ; +label variable ER43067 "ADC/TANF INCOME HEAD MAY" ; +label variable ER43068 "ADC/TANF INCOME HEAD JUN" ; +label variable ER43069 "ADC/TANF INCOME HEAD JUL" ; +label variable ER43070 "ADC/TANF INCOME HEAD AUG" ; +label variable ER43071 "ADC/TANF INCOME HEAD SEP" ; +label variable ER43072 "ADC/TANF INCOME HEAD OCT" ; +label variable ER43073 "ADC/TANF INCOME HEAD NOV" ; +label variable ER43074 "ADC/TANF INCOME HEAD DEC" ; +label variable ER43075 "G25F WHETHER SSI HEAD" ; +label variable ER43076 "HEAD SSI SELF/ELSE/BOTH" ; +label variable ER43077 "SSI OF HEAD" ; +label variable ER43078 "SSI OF HEAD PER" ; +label variable ER43079 "ACCURACY OF SSI-HEAD" ; +label variable ER43080 "SSI INCOME HEAD JAN" ; +label variable ER43081 "SSI INCOME HEAD FEB" ; +label variable ER43082 "SSI INCOME HEAD MAR" ; +label variable ER43083 "SSI INCOME HEAD APR" ; +label variable ER43084 "SSI INCOME HEAD MAY" ; +label variable ER43085 "SSI INCOME HEAD JUN" ; +label variable ER43086 "SSI INCOME HEAD JUL" ; +label variable ER43087 "SSI INCOME HEAD AUG" ; +label variable ER43088 "SSI INCOME HEAD SEP" ; +label variable ER43089 "SSI INCOME HEAD OCT" ; +label variable ER43090 "SSI INCOME HEAD NOV" ; +label variable ER43091 "SSI INCOME HEAD DEC" ; +label variable ER43092 "G25G WHETHER OTHER WELFARE HD" ; +label variable ER43093 "OTHER WELFARE OF HEAD" ; +label variable ER43094 "OTHER WELFARE OF HD PER" ; +label variable ER43095 "ACCURACY OF OTR WELFARE-HEAD" ; +label variable ER43096 "OTR WELFARE INCOME H JAN" ; +label variable ER43097 "OTR WELFARE INCOME H FEB" ; +label variable ER43098 "OTR WELFARE INCOME H MAR" ; +label variable ER43099 "OTR WELFARE INCOME H APR" ; +label variable ER43100 "OTR WELFARE INCOME H MAY" ; +label variable ER43101 "OTR WELFARE INCOME H JUN" ; +label variable ER43102 "OTR WELFARE INCOME H JUL" ; +label variable ER43103 "OTR WELFARE INCOME H AUG" ; +label variable ER43104 "OTR WELFARE INCOME H SEP" ; +label variable ER43105 "OTR WELFARE INCOME H OCT" ; +label variable ER43106 "OTR WELFARE INCOME H NOV" ; +label variable ER43107 "OTR WELFARE INCOME H DEC" ; +label variable ER43108 "G31 ANY FU MEMB GET SOCSEC" ; +label variable ER43109 "G37 WHETHER HEAD VA PENSION" ; +label variable ER43110 "VA PENSION OF HEAD AMT" ; +label variable ER43111 "VA PENSION OF HEAD PER" ; +label variable ER43112 "ACCURACY OF VA PENSION-HEAD" ; +label variable ER43113 "VA INCOME HEAD JAN" ; +label variable ER43114 "VA INCOME HEAD FEB" ; +label variable ER43115 "VA INCOME HEAD MAR" ; +label variable ER43116 "VA INCOME HEAD APR" ; +label variable ER43117 "VA INCOME HEAD MAY" ; +label variable ER43118 "VA INCOME HEAD JUN" ; +label variable ER43119 "VA INCOME HEAD JUL" ; +label variable ER43120 "VA INCOME HEAD AUG" ; +label variable ER43121 "VA INCOME HEAD SEP" ; +label variable ER43122 "VA INCOME HEAD OCT" ; +label variable ER43123 "VA INCOME HEAD NOV" ; +label variable ER43124 "VA INCOME HEAD DEC" ; +label variable ER43125 "G40A WTR NONVA RETIREMT-HEAD" ; +label variable ER43126 "NONVA RETIREMENT-HEAD" ; +label variable ER43127 "NONVA RETIREMENT PER-HD" ; +label variable ER43128 "ACCURACY OF NONVA RETIREMENT-HEAD" ; +label variable ER43129 "RETIREMENT INCOME H JAN" ; +label variable ER43130 "RETIREMENT INCOME H FEB" ; +label variable ER43131 "RETIREMENT INCOME H MAR" ; +label variable ER43132 "RETIREMENT INCOME H APR" ; +label variable ER43133 "RETIREMENT INCOME H MAY" ; +label variable ER43134 "RETIREMENT INCOME H JUN" ; +label variable ER43135 "RETIREMENT INCOME H JUL" ; +label variable ER43136 "RETIREMENT INCOME H AUG" ; +label variable ER43137 "RETIREMENT INCOME H SEP" ; +label variable ER43138 "RETIREMENT INCOME H OCT" ; +label variable ER43139 "RETIREMENT INCOME H NOV" ; +label variable ER43140 "RETIREMENT INCOME H DEC" ; +label variable ER43141 "G40B WHETHER HEAD ANNUITIES" ; +label variable ER43142 "ANNUITIES OF HEAD" ; +label variable ER43143 "ANNUITIES OF HEAD PER" ; +label variable ER43144 "ACCURACY OF ANNUITIES-HEAD" ; +label variable ER43145 "ANNUITIES INCOME JAN" ; +label variable ER43146 "ANNUITIES INCOME FEB" ; +label variable ER43147 "ANNUITIES INCOME MAR" ; +label variable ER43148 "ANNUITIES INCOME APR" ; +label variable ER43149 "ANNUITIES INCOME MAY" ; +label variable ER43150 "ANNUITIES INCOME JUN" ; +label variable ER43151 "ANNUITIES INCOME JUL" ; +label variable ER43152 "ANNUITIES INCOME AUG" ; +label variable ER43153 "ANNUITIES INCOME SEP" ; +label variable ER43154 "ANNUITIES INCOME OCT" ; +label variable ER43155 "ANNUITIES INCOME NOV" ; +label variable ER43156 "ANNUITIES INCOME DEC" ; +label variable ER43157 "G40C WHETHER HEAD OTR PENSION" ; +label variable ER43158 "OTHER PENSION OF HEAD" ; +label variable ER43159 "OTHER PENSION OF HD PER" ; +label variable ER43160 "ACCURACY OF OTR PENSION-HEAD" ; +label variable ER43161 "OTR PENSION HEAD JAN" ; +label variable ER43162 "OTR PENSION HEAD FEB" ; +label variable ER43163 "OTR PENSION HEAD MAR" ; +label variable ER43164 "OTR PENSION HEAD APR" ; +label variable ER43165 "OTR PENSION HEAD MAY" ; +label variable ER43166 "OTR PENSION HEAD JUN" ; +label variable ER43167 "OTR PENSION HEAD JUL" ; +label variable ER43168 "OTR PENSION HEAD AUG" ; +label variable ER43169 "OTR PENSION HEAD SEP" ; +label variable ER43170 "OTR PENSION HEAD OCT" ; +label variable ER43171 "OTR PENSION HEAD NOV" ; +label variable ER43172 "OTR PENSION HEAD DEC" ; +label variable ER43173 "G43 NUM OF HEAD NON VA PENSN" ; +label variable ER43174 "G44A WTR UNEMPL COMP OF HEAD" ; +label variable ER43175 "AMT UNEMPL COMP OF HEAD" ; +label variable ER43176 "AMT UNEMPL COMP HD PER" ; +label variable ER43177 "ACCURACY OF UNEMPL COMP-HEAD" ; +label variable ER43178 "UNEMPLOY INCOME HEAD JAN" ; +label variable ER43179 "UNEMPLOY INCOME HEAD FEB" ; +label variable ER43180 "UNEMPLOY INCOME HEAD MAR" ; +label variable ER43181 "UNEMPLOY INCOME HEAD APR" ; +label variable ER43182 "UNEMPLOY INCOME HEAD MAY" ; +label variable ER43183 "UNEMPLOY INCOME HEAD JUN" ; +label variable ER43184 "UNEMPLOY INCOME HEAD JUL" ; +label variable ER43185 "UNEMPLOY INCOME HEAD AUG" ; +label variable ER43186 "UNEMPLOY INCOME HEAD SEP" ; +label variable ER43187 "UNEMPLOY INCOME HEAD OCT" ; +label variable ER43188 "UNEMPLOY INCOME HEAD NOV" ; +label variable ER43189 "UNEMPLOY INCOME HEAD DEC" ; +label variable ER43190 "G44B WTR WORKMEN COMP OF HEAD" ; +label variable ER43191 "AMT WORKMEN COMP OF HEAD" ; +label variable ER43192 "AMT WORKMEN COMP HD PER" ; +label variable ER43193 "ACCURACY OF WORKMEN COMP-HEAD" ; +label variable ER43194 "WORKER COMP INCOME H JAN" ; +label variable ER43195 "WORKER COMP INCOME H FEB" ; +label variable ER43196 "WORKER COMP INCOME H MAR" ; +label variable ER43197 "WORKER COMP INCOME H APR" ; +label variable ER43198 "WORKER COMP INCOME H MAY" ; +label variable ER43199 "WORKER COMP INCOME H JUN" ; +label variable ER43200 "WORKER COMP INCOME H JUL" ; +label variable ER43201 "WORKER COMP INCOME H AUG" ; +label variable ER43202 "WORKER COMP INCOME H SEP" ; +label variable ER43203 "WORKER COMP INCOME H OCT" ; +label variable ER43204 "WORKER COMP INCOME H NOV" ; +label variable ER43205 "WORKER COMP INCOME H DEC" ; +label variable ER43206 "G44C WTR CHILD SUPPORT OF HD" ; +label variable ER43207 "AMT CHILD SUPPORT OF HD" ; +label variable ER43208 "AMT CHILD SUPPORT HD PER" ; +label variable ER43209 "ACCURACY OF CHILD SUPPORT-HEAD" ; +label variable ER43210 "CHILD SUPPORT INC H JAN" ; +label variable ER43211 "CHILD SUPPORT INC H FEB" ; +label variable ER43212 "CHILD SUPPORT INC H MAR" ; +label variable ER43213 "CHILD SUPPORT INC H APR" ; +label variable ER43214 "CHILD SUPPORT INC H MAY" ; +label variable ER43215 "CHILD SUPPORT INC H JUN" ; +label variable ER43216 "CHILD SUPPORT INC H JUL" ; +label variable ER43217 "CHILD SUPPORT INC H AUG" ; +label variable ER43218 "CHILD SUPPORT INC H SEP" ; +label variable ER43219 "CHILD SUPPORT INC H OCT" ; +label variable ER43220 "CHILD SUPPORT INC H NOV" ; +label variable ER43221 "CHILD SUPPORT INC H DEC" ; +label variable ER43222 "G44D WTR ALIMONY OF HEAD" ; +label variable ER43223 "AMT ALIMONY OF HEAD" ; +label variable ER43224 "AMT ALIMONY OF HEAD PER" ; +label variable ER43225 "ACCURACY OF ALIMONY-HEAD" ; +label variable ER43226 "ALIMONY INCOME HEAD JAN" ; +label variable ER43227 "ALIMONY INCOME HEAD FEB" ; +label variable ER43228 "ALIMONY INCOME HEAD MAR" ; +label variable ER43229 "ALIMONY INCOME HEAD APR" ; +label variable ER43230 "ALIMONY INCOME HEAD MAY" ; +label variable ER43231 "ALIMONY INCOME HEAD JUN" ; +label variable ER43232 "ALIMONY INCOME HEAD JUL" ; +label variable ER43233 "ALIMONY INCOME HEAD AUG" ; +label variable ER43234 "ALIMONY INCOME HEAD SEP" ; +label variable ER43235 "ALIMONY INCOME HEAD OCT" ; +label variable ER43236 "ALIMONY INCOME HEAD NOV" ; +label variable ER43237 "ALIMONY INCOME HEAD DEC" ; +label variable ER43238 "G44E WTR HELP FRM RELATIV HEAD" ; +label variable ER43239 "AMT HELP FRM RELATIV HD" ; +label variable ER43240 "AMT HELP FRM RELATIV PER" ; +label variable ER43241 "ACCURACY OF HELP FRM RELATIV-HEAD" ; +label variable ER43242 "HELP FROM RELATIVE H JAN" ; +label variable ER43243 "HELP FROM RELATIVE H FEB" ; +label variable ER43244 "HELP FROM RELATIVE H MAR" ; +label variable ER43245 "HELP FROM RELATIVE H APR" ; +label variable ER43246 "HELP FROM RELATIVE H MAY" ; +label variable ER43247 "HELP FROM RELATIVE H JUN" ; +label variable ER43248 "HELP FROM RELATIVE H JUL" ; +label variable ER43249 "HELP FROM RELATIVE H AUG" ; +label variable ER43250 "HELP FROM RELATIVE H SEP" ; +label variable ER43251 "HELP FROM RELATIVE H OCT" ; +label variable ER43252 "HELP FROM RELATIVE H NOV" ; +label variable ER43253 "HELP FROM RELATIVE H DEC" ; +label variable ER43254 "G44F WTR HELP FRM OTHERS HEAD" ; +label variable ER43255 "AMT HELP FRM OTHERS HD" ; +label variable ER43256 "AMT HELP FRM OTHERS PER" ; +label variable ER43257 "ACCURACY OF HELP FRM OTHERS-HEAD" ; +label variable ER43258 "HELP FROM OTHERS H JAN" ; +label variable ER43259 "HELP FROM OTHERS H FEB" ; +label variable ER43260 "HELP FROM OTHERS H MAR" ; +label variable ER43261 "HELP FROM OTHERS H APR" ; +label variable ER43262 "HELP FROM OTHERS H MAY" ; +label variable ER43263 "HELP FROM OTHERS H JUN" ; +label variable ER43264 "HELP FROM OTHERS H JUL" ; +label variable ER43265 "HELP FROM OTHERS H AUG" ; +label variable ER43266 "HELP FROM OTHERS H SEP" ; +label variable ER43267 "HELP FROM OTHERS H OCT" ; +label variable ER43268 "HELP FROM OTHERS H NOV" ; +label variable ER43269 "HELP FROM OTHERS H DEC" ; +label variable ER43270 "G44G WTR ANYTHING ELSE OF HD" ; +label variable ER43271 "AMT ANYTHING ELSE OF HD" ; +label variable ER43272 "AMT ANYTHING ELSE PER" ; +label variable ER43273 "ACCURACY OF ANYTHING ELSE-HEAD" ; +label variable ER43274 "ANY OTHER INCOME H JAN" ; +label variable ER43275 "ANY OTHER INCOME H FEB" ; +label variable ER43276 "ANY OTHER INCOME H MAR" ; +label variable ER43277 "ANY OTHER INCOME H APR" ; +label variable ER43278 "ANY OTHER INCOME H MAY" ; +label variable ER43279 "ANY OTHER INCOME H JUN" ; +label variable ER43280 "ANY OTHER INCOME H JUL" ; +label variable ER43281 "ANY OTHER INCOME H AUG" ; +label variable ER43282 "ANY OTHER INCOME H SEP" ; +label variable ER43283 "ANY OTHER INCOME H OCT" ; +label variable ER43284 "ANY OTHER INCOME H NOV" ; +label variable ER43285 "ANY OTHER INCOME H DEC" ; +label variable ER43286 "G49 WTR WIFE IN FU NOW" ; +label variable ER43287 "G50 WHETHER WIFE HAD INCOME" ; +label variable ER43288 "G51A WHETHER WIFE LABOR INC" ; +label variable ER43289 "G51B WHETHER WFE INC FRM WORK" ; +label variable ER43290 "WAGES/SALARY OF WIFE" ; +label variable ER43291 "ACCURACY OF WAGES/SALARY-WIFE" ; +label variable ER43292 "G52B WTR WORK HOURS FOR WIFE" ; +label variable ER43293 "G53 WHETHER UNEMPLOYMENT WFE" ; +label variable ER43294 "UNEMPLOYMNT COMP OF WIFE" ; +label variable ER43295 "UNEMPLOYMNT COMP WFE PER" ; +label variable ER43296 "ACCURACY OF UNEMPLOYMENT COMP-WIFE" ; +label variable ER43297 "UNEMPLOY INCOME WIFE JAN" ; +label variable ER43298 "UNEMPLOY INCOME WIFE FEB" ; +label variable ER43299 "UNEMPLOY INCOME WIFE MAR" ; +label variable ER43300 "UNEMPLOY INCOME WIFE APR" ; +label variable ER43301 "UNEMPLOY INCOME WIFE MAY" ; +label variable ER43302 "UNEMPLOY INCOME WIFE JUN" ; +label variable ER43303 "UNEMPLOY INCOME WIFE JUL" ; +label variable ER43304 "UNEMPLOY INCOME WIFE AUG" ; +label variable ER43305 "UNEMPLOY INCOME WIFE SEP" ; +label variable ER43306 "UNEMPLOY INCOME WIFE OCT" ; +label variable ER43307 "UNEMPLOY INCOME WIFE NOV" ; +label variable ER43308 "UNEMPLOY INCOME WIFE DEC" ; +label variable ER43309 "G56 WHETHER WORKERS COMP WFE" ; +label variable ER43310 "WORKERS COMP OF WIFE" ; +label variable ER43311 "WORKERS COMP OF WIFE PER" ; +label variable ER43312 "ACCURACY OF WORKERS COMP-WIFE" ; +label variable ER43313 "WORKER COMP INCOME W JAN" ; +label variable ER43314 "WORKER COMP INCOME W FEB" ; +label variable ER43315 "WORKER COMP INCOME W MAR" ; +label variable ER43316 "WORKER COMP INCOME W APR" ; +label variable ER43317 "WORKER COMP INCOME W MAY" ; +label variable ER43318 "WORKER COMP INCOME W JUN" ; +label variable ER43319 "WORKER COMP INCOME W JUL" ; +label variable ER43320 "WORKER COMP INCOME W AUG" ; +label variable ER43321 "WORKER COMP INCOME W SEP" ; +label variable ER43322 "WORKER COMP INCOME W OCT" ; +label variable ER43323 "WORKER COMP INCOME W NOV" ; +label variable ER43324 "WORKER COMP INCOME W DEC" ; +label variable ER43325 "G59A WHETHER WIFE RENT" ; +label variable ER43326 "RENT OF WIFE AMT" ; +label variable ER43327 "RENT OF WIFE PER" ; +label variable ER43328 "ACCURACY OF RENT-WIFE" ; +label variable ER43329 "G59A3 WTR RENT ADDITIONAL TO HEAD AMT" ; +label variable ER43330 "RENT INCOME WIFE JAN" ; +label variable ER43331 "RENT INCOME WIFE FEB" ; +label variable ER43332 "RENT INCOME WIFE MAR" ; +label variable ER43333 "RENT INCOME WIFE APR" ; +label variable ER43334 "RENT INCOME WIFE MAY" ; +label variable ER43335 "RENT INCOME WIFE JUN" ; +label variable ER43336 "RENT INCOME WIFE JUL" ; +label variable ER43337 "RENT INCOME WIFE AUG" ; +label variable ER43338 "RENT INCOME WIFE SEP" ; +label variable ER43339 "RENT INCOME WIFE OCT" ; +label variable ER43340 "RENT INCOME WIFE NOV" ; +label variable ER43341 "RENT INCOME WIFE DEC" ; +label variable ER43342 "G59B WHETHER WIFE DIVIDENDS" ; +label variable ER43343 "DIVIDENDS OF WIFE AMT" ; +label variable ER43344 "DIVIDENDS OF WIFE PER" ; +label variable ER43345 "ACCURACY OF DIVIDENDS-WIFE" ; +label variable ER43346 "G59B3 WTR DIVS ADDITIONAL TO HEAD AMT" ; +label variable ER43347 "DIVIDEND INCOME WIFE JAN" ; +label variable ER43348 "DIVIDEND INCOME WIFE FEB" ; +label variable ER43349 "DIVIDEND INCOME WIFE MAR" ; +label variable ER43350 "DIVIDEND INCOME WIFE APR" ; +label variable ER43351 "DIVIDEND INCOME WIFE MAY" ; +label variable ER43352 "DIVIDEND INCOME WIFE JUN" ; +label variable ER43353 "DIVIDEND INCOME WIFE JUL" ; +label variable ER43354 "DIVIDEND INCOME WIFE AUG" ; +label variable ER43355 "DIVIDEND INCOME WIFE SEP" ; +label variable ER43356 "DIVIDEND INCOME WIFE OCT" ; +label variable ER43357 "DIVIDEND INCOME WIFE NOV" ; +label variable ER43358 "DIVIDEND INCOME WIFE DEC" ; +label variable ER43359 "G59C WHETHER WIFE INTEREST" ; +label variable ER43360 "INTEREST OF WIFE AMT" ; +label variable ER43361 "INTEREST OF WIFE AMT PER" ; +label variable ER43362 "ACCURACY OF INTEREST-WIFE" ; +label variable ER43363 "G59C3 WTR INTEREST ADDITNL TO HEAD AMT" ; +label variable ER43364 "INTEREST INCOME WIFE JAN" ; +label variable ER43365 "INTEREST INCOME WIFE FEB" ; +label variable ER43366 "INTEREST INCOME WIFE MAR" ; +label variable ER43367 "INTEREST INCOME WIFE APR" ; +label variable ER43368 "INTEREST INCOME WIFE MAY" ; +label variable ER43369 "INTEREST INCOME WIFE JUN" ; +label variable ER43370 "INTEREST INCOME WIFE JUL" ; +label variable ER43371 "INTEREST INCOME WIFE AUG" ; +label variable ER43372 "INTEREST INCOME WIFE SEP" ; +label variable ER43373 "INTEREST INCOME WIFE OCT" ; +label variable ER43374 "INTEREST INCOME WIFE NOV" ; +label variable ER43375 "INTEREST INCOME WIFE DEC" ; +label variable ER43376 "G59D WHETHER WIFE TRUST FUND" ; +label variable ER43377 "TRUST FUND OF WIFE AMT" ; +label variable ER43378 "TRUST FUND OF WIFE PER" ; +label variable ER43379 "ACCURACY OF TRUST FUND-WIFE" ; +label variable ER43380 "TRUST INCOME WIFE JAN" ; +label variable ER43381 "TRUST INCOME WIFE FEB" ; +label variable ER43382 "TRUST INCOME WIFE MAR" ; +label variable ER43383 "TRUST INCOME WIFE APR" ; +label variable ER43384 "TRUST INCOME WIFE MAY" ; +label variable ER43385 "TRUST INCOME WIFE JUN" ; +label variable ER43386 "TRUST INCOME WIFE JUL" ; +label variable ER43387 "TRUST INCOME WIFE AUG" ; +label variable ER43388 "TRUST INCOME WIFE SEP" ; +label variable ER43389 "TRUST INCOME WIFE OCT" ; +label variable ER43390 "TRUST INCOME WIFE NOV" ; +label variable ER43391 "TRUST INCOME WIFE DEC" ; +label variable ER43392 "G60A WHETHER WIFE RECD SSI" ; +label variable ER43393 "G60A1 WIFE SSI SELF/ELSE/BOTH" ; +label variable ER43394 "SSI OF WIFE AMT" ; +label variable ER43395 "SSI OF WIFE AMT PER" ; +label variable ER43396 "ACCURACY OF SSI-WIFE" ; +label variable ER43397 "SSI INCOME WIFE JAN" ; +label variable ER43398 "SSI INCOME WIFE FEB" ; +label variable ER43399 "SSI INCOME WIFE MAR" ; +label variable ER43400 "SSI INCOME WIFE APR" ; +label variable ER43401 "SSI INCOME WIFE MAY" ; +label variable ER43402 "SSI INCOME WIFE JUN" ; +label variable ER43403 "SSI INCOME WIFE JUL" ; +label variable ER43404 "SSI INCOME WIFE AUG" ; +label variable ER43405 "SSI INCOME WIFE SEP" ; +label variable ER43406 "SSI INCOME WIFE OCT" ; +label variable ER43407 "SSI INCOME WIFE NOV" ; +label variable ER43408 "SSI INCOME WIFE DEC" ; +label variable ER43409 "G60B WTR WIFE RECD ADC/TANF" ; +label variable ER43410 "ADC/TANF OF WIFE AMT" ; +label variable ER43411 "ADC/TANF OF WIFE AMT PER" ; +label variable ER43412 "ACCURACY OF ADC/TANF-WIFE" ; +label variable ER43413 "ADC/TANF INCOME WIFE JAN" ; +label variable ER43414 "ADC/TANF INCOME WIFE FEB" ; +label variable ER43415 "ADC/TANF INCOME WIFE MAR" ; +label variable ER43416 "ADC/TANF INCOME WIFE APR" ; +label variable ER43417 "ADC/TANF INCOME WIFE MAY" ; +label variable ER43418 "ADC/TANF INCOME WIFE JUN" ; +label variable ER43419 "ADC/TANF INCOME WIFE JUL" ; +label variable ER43420 "ADC/TANF INCOME WIFE AUG" ; +label variable ER43421 "ADC/TANF INCOME WIFE SEP" ; +label variable ER43422 "ADC/TANF INCOME WIFE OCT" ; +label variable ER43423 "ADC/TANF INCOME WIFE NOV" ; +label variable ER43424 "ADC/TANF INCOME WIFE DEC" ; +label variable ER43425 "G60C WTR WF RECD CHILD SUPPRT" ; +label variable ER43426 "CHILD SUPPORT OF WF AMT" ; +label variable ER43427 "CHILD SUPPORT OF WF PER" ; +label variable ER43428 "ACCURACY OF CHILD SUPPORT-WIFE" ; +label variable ER43429 "CHILD SUPPORT INC W JAN" ; +label variable ER43430 "CHILD SUPPORT INC W FEB" ; +label variable ER43431 "CHILD SUPPORT INC W MAR" ; +label variable ER43432 "CHILD SUPPORT INC W APR" ; +label variable ER43433 "CHILD SUPPORT INC W MAY" ; +label variable ER43434 "CHILD SUPPORT INC W JUN" ; +label variable ER43435 "CHILD SUPPORT INC W JUL" ; +label variable ER43436 "CHILD SUPPORT INC W AUG" ; +label variable ER43437 "CHILD SUPPORT INC W SEP" ; +label variable ER43438 "CHILD SUPPORT INC W OCT" ; +label variable ER43439 "CHILD SUPPORT INC W NOV" ; +label variable ER43440 "CHILD SUPPORT INC W DEC" ; +label variable ER43441 "G60D WTR WF RECD OTR WELFARE" ; +label variable ER43442 "OTHER WELFARE OF WF AMT" ; +label variable ER43443 "OTHER WELFARE OF WF PER" ; +label variable ER43444 "ACCURACY OF OTHER WELFARE-WIFE" ; +label variable ER43445 "OTHER WELFARE INC W JAN" ; +label variable ER43446 "OTHER WELFARE INC W FEB" ; +label variable ER43447 "OTHER WELFARE INC W MAR" ; +label variable ER43448 "OTHER WELFARE INC W APR" ; +label variable ER43449 "OTHER WELFARE INC W MAY" ; +label variable ER43450 "OTHER WELFARE INC W JUN" ; +label variable ER43451 "OTHER WELFARE INC W JUL" ; +label variable ER43452 "OTHER WELFARE INC W AUG" ; +label variable ER43453 "OTHER WELFARE INC W SEP" ; +label variable ER43454 "OTHER WELFARE INC W OCT" ; +label variable ER43455 "OTHER WELFARE INC W NOV" ; +label variable ER43456 "OTHER WELFARE INC W DEC" ; +label variable ER43457 "G61 WTR WF RECD PENS/ANNUITY" ; +label variable ER43458 "PENSION/ANNUITY WF AMT" ; +label variable ER43459 "PENSION/ANNUITY WF PER" ; +label variable ER43460 "ACCURACY OF PENSION/ANNUITY-WIFE" ; +label variable ER43461 "PENSION/ANNUITY W JAN" ; +label variable ER43462 "PENSION/ANNUITY W FEB" ; +label variable ER43463 "PENSION/ANNUITY W MAR" ; +label variable ER43464 "PENSION/ANNUITY W APR" ; +label variable ER43465 "PENSION/ANNUITY W MAY" ; +label variable ER43466 "PENSION/ANNUITY W JUN" ; +label variable ER43467 "PENSION/ANNUITY W JUL" ; +label variable ER43468 "PENSION/ANNUITY W AUG" ; +label variable ER43469 "PENSION/ANNUITY W SEP" ; +label variable ER43470 "PENSION/ANNUITY W OCT" ; +label variable ER43471 "PENSION/ANNUITY W NOV" ; +label variable ER43472 "PENSION/ANNUITY W DEC" ; +label variable ER43473 "G62A WTR WF HELP FR RELATIVES" ; +label variable ER43474 "HELP FR RELATIVES WF AMT" ; +label variable ER43475 "HELP FR RELS WF PER" ; +label variable ER43476 "ACCURACY OF HELP FRM RELATIVES-WIFE" ; +label variable ER43477 "HELP FR RELATIVES WF JAN" ; +label variable ER43478 "HELP FR RELATIVES WF FEB" ; +label variable ER43479 "HELP FR RELATIVES WF MAR" ; +label variable ER43480 "HELP FR RELATIVES WF APR" ; +label variable ER43481 "HELP FR RELATIVES WF MAY" ; +label variable ER43482 "HELP FR RELATIVES WF JUN" ; +label variable ER43483 "HELP FR RELATIVES WF JUL" ; +label variable ER43484 "HELP FR RELATIVES WF AUG" ; +label variable ER43485 "HELP FR RELATIVES WF SEP" ; +label variable ER43486 "HELP FR RELATIVES WF OCT" ; +label variable ER43487 "HELP FR RELATIVES WF NOV" ; +label variable ER43488 "HELP FR RELATIVES WF DEC" ; +label variable ER43489 "G62B WTR WF HELP FROM FRIENDS" ; +label variable ER43490 "HELP FR FRIENDS WF AMT" ; +label variable ER43491 "HELP FR FRIENDS WF PER" ; +label variable ER43492 "ACCURACY OF HELP FRM FRIENDS-WIFE" ; +label variable ER43493 "HELP FROM FRIENDS W JAN" ; +label variable ER43494 "HELP FROM FRIENDS W FEB" ; +label variable ER43495 "HELP FROM FRIENDS W MAR" ; +label variable ER43496 "HELP FROM FRIENDS W APR" ; +label variable ER43497 "HELP FROM FRIENDS W MAY" ; +label variable ER43498 "HELP FROM FRIENDS W JUN" ; +label variable ER43499 "HELP FROM FRIENDS W JUL" ; +label variable ER43500 "HELP FROM FRIENDS W AUG" ; +label variable ER43501 "HELP FROM FRIENDS W SEP" ; +label variable ER43502 "HELP FROM FRIENDS W OCT" ; +label variable ER43503 "HELP FROM FRIENDS W NOV" ; +label variable ER43504 "HELP FROM FRIENDS W DEC" ; +label variable ER43505 "G63 WTR WFE RECD OTR INCOME" ; +label variable ER43506 "WIFE OTHER INCOME AMT" ; +label variable ER43507 "WIFE OTHER INCOME PER" ; +label variable ER43508 "ACCURACY OF OTHER INCOME-WIFE" ; +label variable ER43509 "ANY OTHER INCOME W JAN" ; +label variable ER43510 "ANY OTHER INCOME W FEB" ; +label variable ER43511 "ANY OTHER INCOME W MAR" ; +label variable ER43512 "ANY OTHER INCOME W APR" ; +label variable ER43513 "ANY OTHER INCOME W MAY" ; +label variable ER43514 "ANY OTHER INCOME W JUN" ; +label variable ER43515 "ANY OTHER INCOME W JUL" ; +label variable ER43516 "ANY OTHER INCOME W AUG" ; +label variable ER43517 "ANY OTHER INCOME W SEP" ; +label variable ER43518 "ANY OTHER INCOME W OCT" ; +label variable ER43519 "ANY OTHER INCOME W NOV" ; +label variable ER43520 "ANY OTHER INCOME W DEC" ; +label variable ER43521 "G99 WTR LUMP SUM PAYMNTS" ; +label variable ER43522 "G100 LUMP SUM PAYMENTS" ; +label variable ER43523 "G101 INHERITANCE" ; +label variable ER43524 "G102 WTR ITEMIZE FOR TAX" ; +label variable ER43525 "G102A ITEMIZED CHARITABLE CONTRIB AMT" ; +label variable ER43526 "G102B ITEMIZED MEDICAL EXPENSES AMT" ; +label variable ER43527 "G103 WTR HELP OTRS" ; +label variable ER43528 "G104 # OTRS SUPPORTED" ; +label variable ER43529 "G105 WHO SUPPORT 1" ; +label variable ER43530 "G105 WHO SUPPORT 2" ; +label variable ER43531 "G105 WHO SUPPORT 3" ; +label variable ER43532 "G105 WHO SUPPORT 4" ; +label variable ER43533 "G105 WHO SUPPORT 5" ; +label variable ER43534 "G106 TOTAL SUPP OF OTRS" ; +label variable ER43535 "G107 ANY CHILD SUPPORT" ; +label variable ER43536 "AMT OF CHLD SUPPRT GIVEN" ; +label variable ER43537 "G109 ANY ALIMONY" ; +label variable ER43538 "AMT OF ALIMONY GIVEN" ; +label variable ER43539 "G112 WTR DEPNDT OTRS" ; +label variable ER43540 "G113 NUMBER DEPNDT OTR" ; +label variable ER43541 "G114 WTR DEPNDT OTHS" ; +label variable ER43542 "W1 WTR OTR REAL ESTATE" ; +label variable ER43543 "W1A WTR SECOND HOME" ; +label variable ER43544 "W2 PROFIT IF SOLD OTR REAL ESTATE" ; +label variable ER43545 "W3 WTR PROFIT GE 50,000" ; +label variable ER43546 "W4 WTR PROFIT GE 150,000" ; +label variable ER43547 "W5 WTR PROFIT GE 5,000" ; +label variable ER43548 "W6 PROFIT IF SOLD VEHICLES" ; +label variable ER43549 "W7 WTR PROFIT GE 10,000" ; +label variable ER43550 "W8 WTR PROFIT GE 25,000" ; +label variable ER43551 "W9 WTR PROFIT GE 2,000" ; +label variable ER43552 "W10 WTR OWN BUSINESS/FARM" ; +label variable ER43553 "W11 PROFIT IF SOLD BUSINESS/FARM" ; +label variable ER43554 "W12 WTR PROFIT GE 50,000" ; +label variable ER43555 "W13 WTR PROFIT GE 200,000" ; +label variable ER43556 "W14 WTR PROFIT GE 10,000" ; +label variable ER43557 "W15 WTR OWN NON-IRA STOCK" ; +label variable ER43558 "W16 PROFIT IF SOLD NON-IRA STOCK" ; +label variable ER43559 "W17 WTR PROFIT GE 25,000" ; +label variable ER43560 "W18 WTR PROFIT GE 50,000" ; +label variable ER43561 "W19 WTR PROFIT GE 5,000" ; +label variable ER43562 "W20 WTR PROFIT GE 100,000" ; +label variable ER43563 "W20D WTR DIVIDEND AMT CORRECT" ; +label variable ER43564 "W20E REVISED DIVIDENDS" ; +label variable ER43565 "W20E REVISED DIVIDENDS PER" ; +label variable ER43566 "W20F WTR REC REV DIVIDENDS IN JAN" ; +label variable ER43567 "W20F WTR REC REV DIVIDENDS IN FEB" ; +label variable ER43568 "W20F WTR REC REV DIVIDENDS IN MAR" ; +label variable ER43569 "W20F WTR REC REV DIVIDENDS IN APR" ; +label variable ER43570 "W20F WTR REC REV DIVIDENDS IN MAY" ; +label variable ER43571 "W20F WTR REC REV DIVIDENDS IN JUN" ; +label variable ER43572 "W20F WTR REC REV DIVIDENDS IN JUL" ; +label variable ER43573 "W20F WTR REC REV DIVIDENDS IN AUG" ; +label variable ER43574 "W20F WTR REC REV DIVIDENDS IN SEP" ; +label variable ER43575 "W20F WTR REC REV DIVIDENDS IN OCT" ; +label variable ER43576 "W20F WTR REC REV DIVIDENDS IN NOV" ; +label variable ER43577 "W20F WTR REC REV DIVIDENDS IN DEC" ; +label variable ER43578 "W21 WTR IRA/PRIVATE ANNUITY" ; +label variable ER43579 "W21A HOW FUNDS INVESTED" ; +label variable ER43580 "W22 VALUE OF IRA/ANNUITY" ; +label variable ER43581 "W23 WTR VALUE GE 25,000" ; +label variable ER43582 "W24 WTR VALUE GE 50,000" ; +label variable ER43583 "W25 WTR VALUE GE 5,000" ; +label variable ER43584 "W26 WTR VALUE GE 100,000" ; +label variable ER43585 "W27 WTR CK/SAVINGS/CD, ETC" ; +label variable ER43586 "W28 AMT ALL ACCOUNTS" ; +label variable ER43587 "W29 WTR VALUE GE 5,000" ; +label variable ER43588 "W30 WTR VALUE GE 10,000" ; +label variable ER43589 "W31 WTR VALUE GE 50,000" ; +label variable ER43590 "W31D WTR INTEREST AMT CORRECT" ; +label variable ER43591 "W31E REVISED INTEREST" ; +label variable ER43592 "W31E REVISED INTEREST PER" ; +label variable ER43593 "W31F WTR REC REV INTEREST IN JAN" ; +label variable ER43594 "W31F WTR REC REV INTEREST IN FEB" ; +label variable ER43595 "W31F WTR REC REV INTEREST IN MAR" ; +label variable ER43596 "W31F WTR REC REV INTEREST IN APR" ; +label variable ER43597 "W31F WTR REC REV INTEREST IN MAY" ; +label variable ER43598 "W31F WTR REC REV INTEREST IN JUN" ; +label variable ER43599 "W31F WTR REC REV INTEREST IN JUL" ; +label variable ER43600 "W31F WTR REC REV INTEREST IN AUG" ; +label variable ER43601 "W31F WTR REC REV INTEREST IN SEP" ; +label variable ER43602 "W31F WTR REC REV INTEREST IN OCT" ; +label variable ER43603 "W31F WTR REC REV INTEREST IN NOV" ; +label variable ER43604 "W31F WTR REC REV INTEREST IN DEC" ; +label variable ER43605 "W32 WTR VALUE GE 1,000" ; +label variable ER43606 "W33 WTR BONDS/INSURANCE, ETC." ; +label variable ER43607 "W34 PROFIT IF SOLD BONDS/INSURANCE" ; +label variable ER43608 "W35 WTR PROFIT GE 10,000" ; +label variable ER43609 "W36 WTR PROFIT GE 25,000" ; +label variable ER43610 "W37 WTR PROFIT GE 2,000" ; +label variable ER43611 "W38 WTR OTHER DEBTS" ; +label variable ER43612 "W39 VALUE ALL DEBTS" ; +label variable ER43613 "W40 WTR DEBTS GE 2,000" ; +label variable ER43614 "W41 WTR DEBTS GE 5,000" ; +label variable ER43615 "W42 WTR DEBTS GE 1,000" ; +label variable ER43616 "W43 WTR PUT MONEY IN PRIVATE ANNUITY/IRA" ; +label variable ER43617 "W44 AMT INVESTED IN IRA/ANNUITY" ; +label variable ER43618 "W45 WTR INVEST GE 10,000" ; +label variable ER43619 "W46 WTR INVEST GE 50,000" ; +label variable ER43620 "W47 WTR INVEST GE 5,000" ; +label variable ER43621 "W48 WTR CASHED PNSN/ANNTY/IRA" ; +label variable ER43622 "W49 VALUE PENSION/ANNUITY/IRA" ; +label variable ER43623 "W50 WTR VALUE GE 10,000" ; +label variable ER43624 "W51 WTR VALUE GE 50,000" ; +label variable ER43625 "W52 WTR VALUE GE 100,000" ; +label variable ER43626 "W53 WTR VALUE GE 5,000" ; +label variable ER43627 "W54 WTR SOLD HOME" ; +label variable ER43628 "W55 HOME SELLING PRICE" ; +label variable ER43629 "W56 WTR PRICE GE 60,000" ; +label variable ER43630 "W57 WTR PRICE GE 120,000" ; +label variable ER43631 "W58 WTR PRICE GE 30,000" ; +label variable ER43632 "W59 WTR BOUGHT OTR REAL ESTATE" ; +label variable ER43633 "W60 AMT IN REAL ESTATE" ; +label variable ER43634 "W61 WTR AMT GE 60,000" ; +label variable ER43635 "W62 WTR AMT GE 120,000" ; +label variable ER43636 "W63 WTR AMT GE 30,000" ; +label variable ER43637 "W64 WTR SOLD OTR REAL ESTATE" ; +label variable ER43638 "W65 AMT FROM OTR REAL ESTATE" ; +label variable ER43639 "W66 WTR AMT GE 60,000" ; +label variable ER43640 "W67 WTR AMT GE 120,000" ; +label variable ER43641 "W68 WTR AMT GE 30,000" ; +label variable ER43642 "W69 WTR MADE ADDITION/REPAIRS" ; +label variable ER43643 "W70 COST OF ADDITION/REPAIRS" ; +label variable ER43644 "W71 WTR COST GE 25,000" ; +label variable ER43645 "W72 WTR COST GE 75,000" ; +label variable ER43646 "W73 WTR INVESTED IN BUSNES/FARM" ; +label variable ER43647 "W74 AMT INVESTED IN BUSINESS/FARM" ; +label variable ER43648 "W75 WTR AMT GE 25,000" ; +label variable ER43649 "W76 WTR AMT GE 100,000" ; +label variable ER43650 "W77 WTR AMT GE 10,000" ; +label variable ER43651 "W78 WTR SOLD BUSINESS/FARM" ; +label variable ER43652 "W79 AMT FROM BUSINESS/FARM" ; +label variable ER43653 "W80 WTR AMT GE 25,000" ; +label variable ER43654 "W81 WTR AMT GE 100,000" ; +label variable ER43655 "W82 WTR AMT GE 10,000" ; +label variable ER43656 "W83 WTR BOUGHT NON-IRA STOCK" ; +label variable ER43657 "W84 WTR ALSO SOLD STOCK" ; +label variable ER43658 "W85 WTR BOUGHT MORE/SOLD MORE" ; +label variable ER43659 "W86 BALANCE IN/OUT STOCKS" ; +label variable ER43660 "W87 WTR STOCKS GE 20,000" ; +label variable ER43661 "W88 WTR STOCKS GE 50,000" ; +label variable ER43662 "W90 WTR STOCKS GE 100,000" ; +label variable ER43663 "W89 WTR STOCKS GE 5,000" ; +label variable ER43664 "W91 AMT INVESTED IN STOCKS" ; +label variable ER43665 "W92 WTR AMT GE 20,000" ; +label variable ER43666 "W93 WTR AMT GE 50,000" ; +label variable ER43667 "W94 WTR AMT GE 100,000" ; +label variable ER43668 "W95 WTR AMT GE 5,000" ; +label variable ER43669 "W96 WTR SOLD NON-IRA STOCK" ; +label variable ER43670 "W97 AMT NON-IRA STOCK" ; +label variable ER43671 "W98 WTR AMT GE 20,000" ; +label variable ER43672 "W99 WTR AMT GE 50,000" ; +label variable ER43673 "W100 WTR AMT GE 100,000" ; +label variable ER43674 "W101 WTR AMT GE 5,000" ; +label variable ER43675 "W102 WTR MOVER OUT W/ ASSETS OR DEBITS" ; +label variable ER43676 "W103 VALUE ASSETS MOVED OUT" ; +label variable ER43677 "W104 WTR VALUE GE 10,000" ; +label variable ER43678 "W105 WTR VALUE GE 25,000" ; +label variable ER43679 "W106 WTR VALUE GE 100,000" ; +label variable ER43680 "W107 WTR VALUE GE 5,000" ; +label variable ER43681 "W108 VALUE DEBTS MOVED OUT" ; +label variable ER43682 "W109 WTR VALUE GE 10,000" ; +label variable ER43683 "W110 WTR VALUE GE 25,000" ; +label variable ER43684 "W111 WTR VALUE GE 5,000" ; +label variable ER43685 "W112 CKPT: FU COMPOSITION" ; +label variable ER43686 "W113 WTR MOVER IN W/ ASSETS OR DEBITS" ; +label variable ER43687 "W114 VALUE ASSETS MOVED IN" ; +label variable ER43688 "W115 WTR VALUE GE 10,000" ; +label variable ER43689 "W116 WTR VALUE GE 25,000" ; +label variable ER43690 "W117 WTR VALUE GE 100,000" ; +label variable ER43691 "W118 WTR VALUE GE 5,000" ; +label variable ER43692 "W119 VALUE DEBTS MOVE IN" ; +label variable ER43693 "W120 WTR VALUE GE 10,000" ; +label variable ER43694 "W121 WTR VALUE GE 25,000" ; +label variable ER43695 "W122 WTR VALUE GE 5,000" ; +label variable ER43696 "W123 WTR RECD GIFT/INHERITANCE" ; +label variable ER43697 "W124 YR RECD GIFT/INHERIT-#1" ; +label variable ER43698 "W125 VALUE GIFT/INHERIT-#1" ; +label variable ER43699 "W126 WTR VALUE GE 25,000-#1" ; +label variable ER43700 "W127 WTR VALUE GE 75,000-#1" ; +label variable ER43701 "W123 WTR GIFT/INHERITANCE-#2" ; +label variable ER43702 "W124 YR RECD GIFT/INHERIT-#2" ; +label variable ER43703 "W125 VALUE GIFT/INHERIT-#2" ; +label variable ER43704 "W126 WTR VALUE GE 25,000-#2" ; +label variable ER43705 "W127 WTR VALUE GE 75,000-#2" ; +label variable ER43706 "W123 WTR GIFT/INHERITANCE-#3" ; +label variable ER43707 "W124 YR REC GIFT/INHERIT-#3" ; +label variable ER43708 "W125 VALUE GIFT/INHERIT-#3" ; +label variable ER43709 "W126 WTR VALUE GE 25,000-#3" ; +label variable ER43710 "W127 WTR VALUE GE 75,000-#3" ; +label variable ER43711 "P0 WTR WORKING NOW" ; +label variable ER43712 "P1 WTR PNSN AT CURR JOB" ; +label variable ER43713 "P6 # YRS IN PENSION PLAN" ; +label variable ER43714 "P6 YR JOINED PENSION PLAN" ; +label variable ER43715 "P7 WTR EVER ELIG FOR PLAN" ; +label variable ER43716 "P8 # YRS TILL ELIGIBLE" ; +label variable ER43717 "P9 WTR VESTED" ; +label variable ER43718 "P10 # YRS TILL VESTED" ; +label variable ER43719 "P11 WTR CONTRIB TO PENSION" ; +label variable ER43720 "P12 WTR CONTRIB REQUIRED" ; +label variable ER43721 "P13 REQUIRED AMT" ; +label variable ER43722 "P13 REQUIRED AMT PER" ; +label variable ER43723 "P13 REQUIRED PCT" ; +label variable ER43724 "P14 WTR VOLUNTARY CONTRIB" ; +label variable ER43725 "P15 VOLUNTARY AMT" ; +label variable ER43726 "P15 VOLUNTARY AMT PER" ; +label variable ER43727 "P15 VOLUNTARY PCT" ; +label variable ER43728 "P16 HOW BENEFIT FIGURED" ; +label variable ER43729 "P17 WTR EMPLYR CONTRIB" ; +label variable ER43730 "P18 AMT EMPLYR CONTRIB" ; +label variable ER43731 "P18 EMPLYR AMT PER" ; +label variable ER43732 "P18 PCT EMPLYR CONTRIB" ; +label variable ER43733 "P19 AGE PENSION INCL EMPLYR CONTRIB" ; +label variable ER43734 "P20 AMT IN PENSION ACCT NOW" ; +label variable ER43735 "P20B WTR AMT GE 10,000" ; +label variable ER43736 "P20C WTR AMT GE 20,000" ; +label variable ER43737 "P20D WTR AMT GE 50,000" ; +label variable ER43738 "P20E WTR AMT GE 150,000" ; +label variable ER43739 "P20A HOW FUNDS INVESTED" ; +label variable ER43740 "P21 AMT COULD TAKE IF LEAVE EMPLYR" ; +label variable ER43741 "P21 AMT PER IF LEAVE EMPLYR" ; +label variable ER43742 "P21 PCT COULD TAKE IF LEAVE EMPLYR" ; +label variable ER43743 "P22 CKPT: TYPE PENSION" ; +label variable ER43744 "P23 BENEFIT FORMULA" ; +label variable ER43745 "P24 AGE FULL BENEFITS" ; +label variable ER43746 "P25 # YRS NEC FOR FULL BENEFITS" ; +label variable ER43747 "P26 AGE IF AGE+YRS" ; +label variable ER43748 "P26 # YRS IF AGE+YRS" ; +label variable ER43749 "P27 WTR REC PART PNSN IF RETIRE EARLY" ; +label variable ER43750 "P28 EARLY RETRMT FORMULA" ; +label variable ER43751 "P29 AGE ELIG PART BENEFITS" ; +label variable ER43752 "P30 # YRS ELIG PART BENEFITS" ; +label variable ER43753 "P31 AGE IF AGE+YRS" ; +label variable ER43754 "P31 # YRS IF AGE+YRS" ; +label variable ER43755 "P32 AGE EXPECT RECEIVE BENEFITS" ; +label variable ER43756 "P33 WTR CAN ESTIMATE BENEFIT" ; +label variable ER43757 "P34 ESTIMATED BENEFIT AMT" ; +label variable ER43758 "P34 ESTIMATED BENEFIT PER" ; +label variable ER43759 "P34 ESTIMATED BENEFIT PCT" ; +label variable ER43760 "P34 ESTIMATED LUMP SUM BENEFIT" ; +label variable ER43761 "P34B WTR AMT GE 1,000 PER MONTH" ; +label variable ER43762 "P34C WTR AMT GE 2,000 PER MONTH" ; +label variable ER43763 "P34D WTR AMT GE 3,000 PER MONTH" ; +label variable ER43764 "P34E WTR AMT GE 500 PER MONTH" ; +label variable ER43765 "P35 WTR BENEFICIARY" ; +label variable ER43766 "P36 AMT BENEFICIARY RECEIVES" ; +label variable ER43767 "P37 WTR PNSN LESSENED BY SOC SEC" ; +label variable ER43768 "P38 WHEN SOC SEC CHG PNSN AMT" ; +label variable ER43769 "P39 USUAL RETIREMNT AGE OF OTRS" ; +label variable ER43770 "P39 USUAL # YRS OTRS RETIRE" ; +label variable ER43771 "P40 AGE PLAN STOP WORK" ; +label variable ER43772 "P40 YR PLAN STOP WORK" ; +label variable ER43773 "P41 AGE WILL STOP WORK" ; +label variable ER43774 "P41 YR WILL STOP WORK" ; +label variable ER43775 "P42 WTR TAX-DEFER PLAN" ; +label variable ER43776 "P43 WTR EMPLYR CONTRIB" ; +label variable ER43777 "P44 AMT EMPLYR CONTRIB" ; +label variable ER43778 "P44 EMPLYR CONTRIB PER" ; +label variable ER43779 "P44 PCT EMPLYR CONTRIB" ; +label variable ER43780 "P45 WTR PNSN W/PREV EMPLYR" ; +label variable ER43781 "P46 TYPE PREV PENSION-#1" ; +label variable ER43782 "P47 ACCT AMT WHEN LEFT PREV EMPLYR-#1" ; +label variable ER43783 "P47B WTR AMT GE 20,000-#1" ; +label variable ER43784 "P47C WTR AMT GE 50,000-#1" ; +label variable ER43785 "P47D WTR AMT GE 150,000-#1" ; +label variable ER43786 "P47E WTR AMT GE 5,000-#1" ; +label variable ER43787 "P48 WHAT DID W/PREV PNSN-#1" ; +label variable ER43788 "P49 AMT NOW PREV PNSN ACCT-#1" ; +label variable ER43789 "P49B WTR AMT GE 10,000-#1" ; +label variable ER43790 "P49C WTR AMT GE 20,000-#1" ; +label variable ER43791 "P49D WTR AMT GE 50,000-#1" ; +label variable ER43792 "P49E WTR AMT GE 150,000-#1" ; +label variable ER43793 "P50 AGE REC IF ANNUITY-#1" ; +label variable ER43794 "P51 AMT PREV ANNUITY-#1" ; +label variable ER43795 "P51 PREV ANNUITY PER-#1" ; +label variable ER43796 "P51B WTR AMT GE 400 PER MONTH-#1" ; +label variable ER43797 "P51C WTR AMT GE 1,200 PER MONTH-#1" ; +label variable ER43798 "P51D WTR AMT GE 1,600 PER MONTH-#1" ; +label variable ER43799 "P51E WTR AMT GE 200 PER MONTH-#1" ; +label variable ER43800 "P52 STATUS PREV PNSN MEN1-#1" ; +label variable ER43801 "P52 STATUS PREV PNSN MEN2-#1" ; +label variable ER43802 "P52 STATUS PREV PNSN MEN3-#1" ; +label variable ER43803 "P52 STATUS PREV PNSN MEN4-#1" ; +label variable ER43804 "P52 STATUS PREV PNSN MEN5-#1" ; +label variable ER43805 "P52 STATUS PREV PNSN MEN6-#1" ; +label variable ER43806 "P53 MO REC PREV PNSN-#1" ; +label variable ER43807 "P53 YR REC PREV PNSN-#1" ; +label variable ER43808 "P54 PREV PNSN BENEFIT AMT-#1" ; +label variable ER43809 "P54 BENEFIT PER-#1" ; +label variable ER43810 "P54B WTR AMT GE 400 PER MONTH-#1" ; +label variable ER43811 "P54C WTR AMT GE 1,200 PER MONTH-#1" ; +label variable ER43812 "P54D WTR AMT GE 1,600 PER MONTH-#1" ; +label variable ER43813 "P54E WTR AMT GE 200 PER MONTH-#1" ; +label variable ER43814 "P55 WTR BENEFITS COLA-#1" ; +label variable ER43815 "P56 WTR BENEFITS EVER COLA-#1" ; +label variable ER43816 "P57 PREV PNSN CASH SETTLEMNT AMT-#1" ; +label variable ER43817 "P57B WTR AMT GE 6,000-#1" ; +label variable ER43818 "P57C WTR AMT GE 60,000-#1" ; +label variable ER43819 "P57D WTR AMT GE 250,000-#1" ; +label variable ER43820 "P57E WTR AMT GE 2,000-#1" ; +label variable ER43821 "P58 WHAT DID W/CASH MEN1-#1" ; +label variable ER43822 "P58 WHAT DID W/CASH MEN2-#1" ; +label variable ER43823 "P58 WHAT DID W/CASH MEN3-#1" ; +label variable ER43824 "P58 WHAT DID W/CASH MEN4-#1" ; +label variable ER43825 "P58 WHAT DID W/CASH MEN5-#1" ; +label variable ER43826 "P58 WHAT DID W/CASH MEN6-#1" ; +label variable ER43827 "P59 PREV PNSN IRA AMT-#1" ; +label variable ER43828 "P59B WTR AMT GE 6,000-#1" ; +label variable ER43829 "P59C WTR AMT GE 60,000-#1" ; +label variable ER43830 "P59D WTR AMT GE 250,000-#1" ; +label variable ER43831 "P59E WTR AMT GE 2,000-#1" ; +label variable ER43832 "P60 # YRS IN PREV PLAN-#1" ; +label variable ER43833 "P61 AGE EXPECT REC PREV PNSN-#1" ; +label variable ER43834 "P62 AMT EXPECT REC PREV PNSN-#1" ; +label variable ER43835 "P62 PREV PNSN PER-#1" ; +label variable ER43836 "P62 PCT EXPECT REC PREV PNSN-#1" ; +label variable ER43837 "P62 LUMP SUM EXPECT PREV PNSN-#1" ; +label variable ER43838 "P62B WTR AMT GE 1,000-#1" ; +label variable ER43839 "P62C WTR AMT GE 2,000-#1" ; +label variable ER43840 "P62D WTR AMT GE 3,000-#1" ; +label variable ER43841 "P62E WTR AMT GE 500-#1" ; +label variable ER43842 "P63 ACCT AMT WHEN LEFT PREV EMPLYR-#1" ; +label variable ER43843 "P63B WTR AMT GE 20,000-#1" ; +label variable ER43844 "P63C WTR AMT GE 50,000-#1" ; +label variable ER43845 "P63D WTR AMT GE 150,000-#1" ; +label variable ER43846 "P63E WTR AMT GE 5,000-#1" ; +label variable ER43847 "P64 WHAT DID W/PREV PNSN-#1" ; +label variable ER43848 "P65 ACCT AMT PREV PNSN NOW-#1" ; +label variable ER43849 "P65B WTR AMT GE 10,000-#1" ; +label variable ER43850 "P65C WTR AMT GE 20,000-#1" ; +label variable ER43851 "P65D WTR AMT GE 50,000-#1" ; +label variable ER43852 "P65E WTR AMT GE 150,000-#1" ; +label variable ER43853 "P66 AGE BEGAN REC ANNUITY-#1" ; +label variable ER43854 "P67 AMT PREV ANNUITY-#1" ; +label variable ER43855 "P67 PREV ANNUITY PER-#1" ; +label variable ER43856 "P67B WTR AMT GE 400 PER MONTH-#1" ; +label variable ER43857 "P67C WTR AMT GE 1,200 PER MONTH-#1" ; +label variable ER43858 "P67D WTR AMT GE 1,600 PER MONTH-#1" ; +label variable ER43859 "P67E WTR AMT GE 200 PER MONTH-#1" ; +label variable ER43860 "P68 AGE ELIG PREV PNSN-#1" ; +label variable ER43861 "P69 WTR SECOND PREV PENSION" ; +label variable ER43862 "P46 TYPE PREV PENSION-#2" ; +label variable ER43863 "P47 ACCT AMT WHEN LEFT PREV EMPLYR-#2" ; +label variable ER43864 "P47B WTR AMT GE 20,000-#2" ; +label variable ER43865 "P47C WTR AMT GE 50,000-#2" ; +label variable ER43866 "P47D WTR AMT GE 150,000-#2" ; +label variable ER43867 "P47E WTR AMT GE 5,000-#2" ; +label variable ER43868 "P48 WHAT DID W/PREV PNSN-#2" ; +label variable ER43869 "P49 AMT NOW PREV PNSN ACCT-#2" ; +label variable ER43870 "P49B WTR AMT GE 10,000-#2" ; +label variable ER43871 "P49C WTR AMT GE 20,000-#2" ; +label variable ER43872 "P49D WTR AMT GE 50,000-#2" ; +label variable ER43873 "P49E WTR AMT GE 150,000-#2" ; +label variable ER43874 "P50 AGE REC IF ANNUITY-#2" ; +label variable ER43875 "P51 AMT PREV ANNUITY-#2" ; +label variable ER43876 "P51 PREV ANNUITY PER-#2" ; +label variable ER43877 "P51B WTR AMT GE 400 PER MONTH-#2" ; +label variable ER43878 "P51C WTR AMT GE 1,200 PER MONTH-#2" ; +label variable ER43879 "P51D WTR AMT GE 1,600 PER MONTH-#2" ; +label variable ER43880 "P51E WTR AMT GE 200 PER MONTH-#2" ; +label variable ER43881 "P52 STATUS PREV PNSN MEN1-#2" ; +label variable ER43882 "P52 STATUS PREV PNSN MEN2-#2" ; +label variable ER43883 "P52 STATUS PREV PNSN MEN3-#2" ; +label variable ER43884 "P52 STATUS PREV PNSN MEN4-#2" ; +label variable ER43885 "P52 STATUS PREV PNSN MEN5-#2" ; +label variable ER43886 "P52 STATUS PREV PNSN MEN6-#2" ; +label variable ER43887 "P53 MO REC PREV PNSN-#2" ; +label variable ER43888 "P53 YR REC PREV PNSN-#2" ; +label variable ER43889 "P54 PREV PNSN BENEFIT AMT-#2" ; +label variable ER43890 "P54 BENEFIT PER-#2" ; +label variable ER43891 "P54B WTR AMT GE 400 PER MONTH-#2" ; +label variable ER43892 "P54C WTR AMT GE 1,200 PER MONTH-#2" ; +label variable ER43893 "P54D WTR AMT GE 1,600 PER MONTH-#2" ; +label variable ER43894 "P54E WTR AMT GE 200 PER MONTH-#2" ; +label variable ER43895 "P55 WTR BENEFITS COLA-#2" ; +label variable ER43896 "P56 WTR BENEFITS EVER COLA-#2" ; +label variable ER43897 "P57 PREV PNSN CASH SETTLEMNT AMT-#2" ; +label variable ER43898 "P57B WTR AMT GE 6,000-#2" ; +label variable ER43899 "P57C WTR AMT GE 60,000-#2" ; +label variable ER43900 "P57D WTR AMT GE 250,000-#2" ; +label variable ER43901 "P57E WTR AMT GE 2,000-#2" ; +label variable ER43902 "P58 WHAT DID W/CASH MEN1-#2" ; +label variable ER43903 "P58 WHAT DID W/CASH MEN2-#2" ; +label variable ER43904 "P58 WHAT DID W/CASH MEN3-#2" ; +label variable ER43905 "P58 WHAT DID W/CASH MEN4-#2" ; +label variable ER43906 "P58 WHAT DID W/CASH MEN5-#2" ; +label variable ER43907 "P58 WHAT DID W/CASH MEN6-#2" ; +label variable ER43908 "P59 PREV PNSN IRA AMT-#2" ; +label variable ER43909 "P59B WTR AMT GE 6,000-#2" ; +label variable ER43910 "P59C WTR AMT GE 60,000-#2" ; +label variable ER43911 "P59D WTR AMT GE 250,000-#2" ; +label variable ER43912 "P59E WTR AMT GE 2,000-#2" ; +label variable ER43913 "P60 # YRS IN PREV PLAN-#2" ; +label variable ER43914 "P61 AGE EXPECT REC PREV PNSN-#2" ; +label variable ER43915 "P62 AMT EXPECT REC PREV PNSN-#2" ; +label variable ER43916 "P62 PREV PNSN PER-#2" ; +label variable ER43917 "P62 PCT EXPECT REC PREV PNSN-#2" ; +label variable ER43918 "P62 LUMP SUM EXPECT PREV PNSN-#2" ; +label variable ER43919 "P62B WTR AMT GE 1,000-#2" ; +label variable ER43920 "P62C WTR AMT GE 2,000-#2" ; +label variable ER43921 "P62D WTR AMT GE 3,000-#2" ; +label variable ER43922 "P62E WTR AMT GE 500-#2" ; +label variable ER43923 "P63 ACCT AMT WHEN LEFT PREV EMPLYR-#2" ; +label variable ER43924 "P63B WTR AMT GE 20,000-#2" ; +label variable ER43925 "P63C WTR AMT GE 50,000-#2" ; +label variable ER43926 "P63D WTR AMT GE 150,000-#2" ; +label variable ER43927 "P63E WTR AMT GE 5,000-#2" ; +label variable ER43928 "P64 WHAT DID W/PREV PNSN-#2" ; +label variable ER43929 "P65 ACCT AMT PREV PNSN NOW-#2" ; +label variable ER43930 "P65B WTR AMT GE 10,000-#2" ; +label variable ER43931 "P65C WTR AMT GE 20,000-#2" ; +label variable ER43932 "P65D WTR AMT GE 50,000-#2" ; +label variable ER43933 "P65E WTR AMT GE 150,000-#2" ; +label variable ER43934 "P66 AGE BEGAN REC ANNUITY-#2" ; +label variable ER43935 "P67 AMT PREV ANNUITY-#2" ; +label variable ER43936 "P67 PREV ANNUITY PER-#2" ; +label variable ER43937 "P67B WTR AMT GE 400 PER MONTH-#2" ; +label variable ER43938 "P67C WTR AMT GE 1,200 PER MONTH-#2" ; +label variable ER43939 "P67D WTR AMT GE 1,600 PER MONTH-#2" ; +label variable ER43940 "P67E WTR AMT GE 200 PER MONTH-#2" ; +label variable ER43941 "P68 AGE ELIG PREV PNSN-#2" ; +label variable ER43942 "P69 WTR 3RD PREV PENSION" ; +label variable ER43943 "P70 WTR WORKING NOW" ; +label variable ER43944 "P71 WTR PNSN AT CURR JOB" ; +label variable ER43945 "P76 # YRS IN PENSION PLAN" ; +label variable ER43946 "P76 YR JOINED PENSION PLAN" ; +label variable ER43947 "P77 WTR EVER ELIG FOR PLAN" ; +label variable ER43948 "P78 # YRS TILL ELIGIBLE" ; +label variable ER43949 "P79 WTR VESTED" ; +label variable ER43950 "P80 # YRS TILL VESTED" ; +label variable ER43951 "P81 WTR CONTRIB TO PENSION" ; +label variable ER43952 "P82 WTR CONTRIB REQUIRED" ; +label variable ER43953 "P83 REQUIRED AMT" ; +label variable ER43954 "P83 REQUIRED AMT PER" ; +label variable ER43955 "P83 REQUIRED PCT" ; +label variable ER43956 "P84 WTR VOLUNTARY CONTRIB" ; +label variable ER43957 "P85 VOLUNTARY AMT" ; +label variable ER43958 "P85 VOLUNTARY AMT PER" ; +label variable ER43959 "P85 VOLUNTARY PCT" ; +label variable ER43960 "P86 HOW BENEFIT FIGURED" ; +label variable ER43961 "P87 WTR EMPLYR CONTRIB" ; +label variable ER43962 "P88 AMT EMPLYR CONTRIB" ; +label variable ER43963 "P88 EMPLYR AMT PER" ; +label variable ER43964 "P88 PCT EMPLYR CONTRIB" ; +label variable ER43965 "P89 AGE PENSION INCL EMPLYR CONTRIB" ; +label variable ER43966 "P90 AMT IN PENSION ACCT NOW" ; +label variable ER43967 "P90B WTR AMT GE 10,000" ; +label variable ER43968 "P90C WTR AMT GE 20,000" ; +label variable ER43969 "P90D WTR AMT GE 50,000" ; +label variable ER43970 "P90E WTR AMT GE 150,000" ; +label variable ER43971 "P90A HOW FUNDS INVESTED" ; +label variable ER43972 "P91 AMT COULD TAKE IF LEAVE EMPLYR" ; +label variable ER43973 "P91 AMT PER IF LEAVE EMPLYR" ; +label variable ER43974 "P91 PCT COULD TAKE IF LEAVE EMPLYR" ; +label variable ER43975 "P92 CKPT: TYPE PENSION" ; +label variable ER43976 "P93 BENEFIT FORMULA" ; +label variable ER43977 "P94 AGE FULL BENEFITS" ; +label variable ER43978 "P95 # YRS NEC FOR FULL BENEFITS" ; +label variable ER43979 "P96 AGE IF AGE+YRS" ; +label variable ER43980 "P96 # YRS IF AGE+YRS" ; +label variable ER43981 "P97 WTR REC PART PNSN IF RETIRE EARLY" ; +label variable ER43982 "P98 EARLY RETRMT FORMULA" ; +label variable ER43983 "P99 AGE ELIG PART BENEFITS" ; +label variable ER43984 "P100 # YRS ELIG PART BENEFITS" ; +label variable ER43985 "P101 AGE IF AGE+YRS" ; +label variable ER43986 "P101 # YRS IF AGE+YRS" ; +label variable ER43987 "P102 AGE EXPECT RECEIVE BENEFITS" ; +label variable ER43988 "P103 WTR CAN ESTIMATE BENEFIT" ; +label variable ER43989 "P104 ESTIMATED BENEFIT AMT" ; +label variable ER43990 "P104 ESTIMATED BENEFIT PER" ; +label variable ER43991 "P104 ESTIMATED BENEFIT PCT" ; +label variable ER43992 "P104 ESTIMATED LUMP SUM BENEFIT" ; +label variable ER43993 "P104B WTR AMT GE 1,000 PER MONTH" ; +label variable ER43994 "P104C WTR AMT GE 2,000 PER MONTH" ; +label variable ER43995 "P104D WTR AMT GE 3,000 PER MONTH" ; +label variable ER43996 "P104E WTR AMT GE 500 PER MONTH" ; +label variable ER43997 "P105 WTR BENEFICIARY" ; +label variable ER43998 "P106 AMT BENEFICIARY RECEIVES" ; +label variable ER43999 "P107 WTR PNSN LESSENED BY SOC SEC" ; +label variable ER44000 "P108 WHEN SOC SEC CHG PNSN AMT" ; +label variable ER44001 "P109 USUAL RETIRMNT AGE OF OTRS" ; +label variable ER44002 "P109 USUAL # YRS OTRS RETIRE" ; +label variable ER44003 "P110 AGE PLAN STOP WORK" ; +label variable ER44004 "P110 YR PLAN STOP WORK" ; +label variable ER44005 "P111 AGE WILL STOP WORK" ; +label variable ER44006 "P111 YR WILL STOP WORK" ; +label variable ER44007 "P112 WTR TAX-DEFER PLAN" ; +label variable ER44008 "P113 WTR EMPLYR CONTRIB" ; +label variable ER44009 "P114 AMT EMPLYR CONTRIB" ; +label variable ER44010 "P114 EMPLYR CONTRIB PER" ; +label variable ER44011 "P114 PCT EMPLYR CONTRIB" ; +label variable ER44012 "P115 WTR PNSN W/PREV EMPLYR" ; +label variable ER44013 "P116 TYPE PREV PENSION-#1" ; +label variable ER44014 "P117 ACCT AMT WHEN LEFT PREV EMPLYR-#1" ; +label variable ER44015 "P117B WTR AMT GE 20,000-#1" ; +label variable ER44016 "P117C WTR AMT GE 50,000-#1" ; +label variable ER44017 "P117D WTR AMT GE 150,000-#1" ; +label variable ER44018 "P117E WTR AMT GE 5,000-#1" ; +label variable ER44019 "P118 WHAT DID W/PREV PNSN-#1" ; +label variable ER44020 "P119 AMT NOW PREV PNSN ACCT-#1" ; +label variable ER44021 "P119B WTR AMT GE 10,000-#1" ; +label variable ER44022 "P119C WTR AMT GE 20,000-#1" ; +label variable ER44023 "P119D WTR AMT GE 50,000-#1" ; +label variable ER44024 "P119E WTR AMT GE 150,000-#1" ; +label variable ER44025 "P120 AGE REC IF ANNUITY-#1" ; +label variable ER44026 "P121 AMT PREV ANNUITY-#1" ; +label variable ER44027 "P121 PREV ANNUITY PER-#1" ; +label variable ER44028 "P121B WTR AMT GE 400 PER MONTH-#1" ; +label variable ER44029 "P121C WTR AMT GE 1,200 PER MONTH-#1" ; +label variable ER44030 "P121D WTR AMT GE 1,600 PER MONTH-#1" ; +label variable ER44031 "P121E WTR AMT GE 200 PER MONTH-#1" ; +label variable ER44032 "P122 STATUS PREV PNSN MEN1-#1" ; +label variable ER44033 "P122 STATUS PREV PNSN MEN2-#1" ; +label variable ER44034 "P122 STATUS PREV PNSN MEN3-#1" ; +label variable ER44035 "P122 STATUS PREV PNSN MEN4-#1" ; +label variable ER44036 "P122 STATUS PREV PNSN MEN5-#1" ; +label variable ER44037 "P122 STATUS PREV PNSN MEN6-#1" ; +label variable ER44038 "P123 MO REC PREV PNSN-#1" ; +label variable ER44039 "P123 YR REC PREV PNSN-#1" ; +label variable ER44040 "P124 PREV PNSN BENEFIT AMT-#1" ; +label variable ER44041 "P124 BENEFIT PER-#1" ; +label variable ER44042 "P124B WTR AMT GE 400 PER MONTH-#1" ; +label variable ER44043 "P124C WTR AMT GE 1,200 PER MONTH-#1" ; +label variable ER44044 "P124D WTR AMT GE 1,600 PER MONTH-#1" ; +label variable ER44045 "P124E WTR AMT GE 200 PER MONTH-#1" ; +label variable ER44046 "P125 WTR BENEFITS COLA-#1" ; +label variable ER44047 "P126 WTR BENEFITS EVER COLA-#1" ; +label variable ER44048 "P127 PREV PNSN CASH SETTLEMNT AMT-#1" ; +label variable ER44049 "P127B WTR AMT GE 6,000-#1" ; +label variable ER44050 "P127C WTR AMT GE 60,000-#1" ; +label variable ER44051 "P127D WTR AMT GE 250,000-#1" ; +label variable ER44052 "P127E WTR AMT GE 2,000-#1" ; +label variable ER44053 "P128 WHAT DID W/CASH MEN1-#1" ; +label variable ER44054 "P128 WHAT DID W/CASH MEN2-#1" ; +label variable ER44055 "P128 WHAT DID W/CASH MEN3-#1" ; +label variable ER44056 "P128 WHAT DID W/CASH MEN4-#1" ; +label variable ER44057 "P128 WHAT DID W/CASH MEN5-#1" ; +label variable ER44058 "P128 WHAT DID W/CASH MEN6-#1" ; +label variable ER44059 "P129 PREV PNSN IRA AMT-#1" ; +label variable ER44060 "P129B WTR AMT GE 6,000-#1" ; +label variable ER44061 "P129C WTR AMT GE 60,000-#1" ; +label variable ER44062 "P129D WTR AMT GE 250,000-#1" ; +label variable ER44063 "P129E WTR AMT GE 2,000-#1" ; +label variable ER44064 "P130 # YRS IN PREV PLAN-#1" ; +label variable ER44065 "P131 AGE EXPECT REC PREV PNSN-#1" ; +label variable ER44066 "P132 AMT EXPECT REC PREV PNSN-#1" ; +label variable ER44067 "P132 PREV PNSN PER-#1" ; +label variable ER44068 "P132 PCT EXPECT REC PREV PNSN-#1" ; +label variable ER44069 "P132 LUMP SUM EXPECT PREV PNSN-#1" ; +label variable ER44070 "P132B WTR AMT GE 1,000-#1" ; +label variable ER44071 "P132C WTR AMT GE 2,000-#1" ; +label variable ER44072 "P132D WTR AMT GE 3,000-#1" ; +label variable ER44073 "P132E WTR AMT GE 500-#1" ; +label variable ER44074 "P133 ACCT AMT WHEN LEFT PREV EMPLYR-#1" ; +label variable ER44075 "P133B WTR AMT GE 20,000-#1" ; +label variable ER44076 "P133C WTR AMT GE 50,000-#1" ; +label variable ER44077 "P133D WTR AMT GE 150,000-#1" ; +label variable ER44078 "P133E WTR AMT GE 5,000-#1" ; +label variable ER44079 "P134 WHAT DID W/PREV PNSN-#1" ; +label variable ER44080 "P135 ACCT AMT PREV PNSN NOW-#1" ; +label variable ER44081 "P135B WTR AMT GE 10,000-#1" ; +label variable ER44082 "P135C WTR AMT GE 20,000-#1" ; +label variable ER44083 "P135D WTR AMT GE 50,000-#1" ; +label variable ER44084 "P135E WTR AMT GE 150,000-#1" ; +label variable ER44085 "P136 AGE BEGAN REC ANNUITY-#1" ; +label variable ER44086 "P137 AMT PREV ANNUITY-#1" ; +label variable ER44087 "P137 PREV ANNUITY PER-#1" ; +label variable ER44088 "P137B WTR AMT GE 400 PER MONTH-#1" ; +label variable ER44089 "P137C WTR AMT GE 1,200 PER MONTH-#1" ; +label variable ER44090 "P137D WTR AMT GE 1,600 PER MONTH-#1" ; +label variable ER44091 "P137E WTR AMT GE 200 PER MONTH-#1" ; +label variable ER44092 "P138 AGE ELIG PREV PNSN-#1" ; +label variable ER44093 "P139 WTR SECOND PREV PENSION" ; +label variable ER44094 "P116 TYPE PREV PENSION-#2" ; +label variable ER44095 "P117 ACCT AMT WHEN LEFT PREV EMPLYR-#2" ; +label variable ER44096 "P117B WTR AMT GE 20,000-#2" ; +label variable ER44097 "P117C WTR AMT GE 50,000-#2" ; +label variable ER44098 "P117D WTR AMT GE 150,000-#2" ; +label variable ER44099 "P117E WTR AMT GE 5,000-#2" ; +label variable ER44100 "P118 WHAT DID W/PREV PNSN-#2" ; +label variable ER44101 "P119 AMT NOW PREV PNSN ACCT-#2" ; +label variable ER44102 "P119B WTR AMT GE 10,000-#2" ; +label variable ER44103 "P119C WTR AMT GE 20,000-#2" ; +label variable ER44104 "P119D WTR AMT GE 50,000-#2" ; +label variable ER44105 "P119E WTR AMT GE 150,000-#2" ; +label variable ER44106 "P120 AGE REC IF ANNUITY-#2" ; +label variable ER44107 "P121 AMT PREV ANNUITY-#2" ; +label variable ER44108 "P121 PREV ANNUITY PER-#2" ; +label variable ER44109 "P121B WTR AMT GE 400 PER MONTH-#2" ; +label variable ER44110 "P121C WTR AMT GE 1,200 PER MONTH-#2" ; +label variable ER44111 "P121D WTR AMT GE 1,600 PER MONTH-#2" ; +label variable ER44112 "P121E WTR AMT GE 200 PER MONTH-#2" ; +label variable ER44113 "P122 STATUS PREV PNSN MEN1-#2" ; +label variable ER44114 "P122 STATUS PREV PNSN MEN2-#2" ; +label variable ER44115 "P122 STATUS PREV PNSN MEN3-#2" ; +label variable ER44116 "P122 STATUS PREV PNSN MEN4-#2" ; +label variable ER44117 "P122 STATUS PREV PNSN MEN5-#2" ; +label variable ER44118 "P122 STATUS PREV PNSN MEN6-#2" ; +label variable ER44119 "P123 MO REC PREV PNSN-#2" ; +label variable ER44120 "P123 YR REC PREV PNSN-#2" ; +label variable ER44121 "P124 PREV PNSN BENEFIT AMT-#2" ; +label variable ER44122 "P124 BENEFIT PER-#2" ; +label variable ER44123 "P124B WTR AMT GE 400 PER MONTH-#2" ; +label variable ER44124 "P124C WTR AMT GE 1,200 PER MONTH-#2" ; +label variable ER44125 "P124D WTR AMT GE 1,600 PER MONTH-#2" ; +label variable ER44126 "P124E WTR AMT GE 200 PER MONTH-#2" ; +label variable ER44127 "P125 WTR BENEFITS COLA-#2" ; +label variable ER44128 "P126 WTR BENEFITS EVER COLA-#2" ; +label variable ER44129 "P127 PREV PNSN CASH SETTLEMNT AMT-#2" ; +label variable ER44130 "P127B WTR AMT GE 6,000-#2" ; +label variable ER44131 "P127C WTR AMT GE 60,000-#2" ; +label variable ER44132 "P127D WTR AMT GE 250,000-#2" ; +label variable ER44133 "P127E WTR AMT GE 2,000-#2" ; +label variable ER44134 "P128 WHAT DID W/CASH MEN1-#2" ; +label variable ER44135 "P128 WHAT DID W/CASH MEN2-#2" ; +label variable ER44136 "P128 WHAT DID W/CASH MEN3-#2" ; +label variable ER44137 "P128 WHAT DID W/CASH MEN4-#2" ; +label variable ER44138 "P128 WHAT DID W/CASH MEN5-#2" ; +label variable ER44139 "P128 WHAT DID W/CASH MEN6-#2" ; +label variable ER44140 "P129 PREV PNSN IRA AMT-#2" ; +label variable ER44141 "P129B WTR AMT GE 6,000-#2" ; +label variable ER44142 "P129C WTR AMT GE 60,000-#2" ; +label variable ER44143 "P129D WTR AMT GE 250,000-#2" ; +label variable ER44144 "P129E WTR AMT GE 2,000-#2" ; +label variable ER44145 "P130 # YRS IN PREV PLAN-#2" ; +label variable ER44146 "P131 AGE EXPECT REC PREV PNSN-#2" ; +label variable ER44147 "P132 AMT EXPECT REC PREV PNSN-#2" ; +label variable ER44148 "P132 PREV PNSN PER-#2" ; +label variable ER44149 "P132 PCT EXPECT REC PREV PNSN-#2" ; +label variable ER44150 "P132 LUMP SUM EXPECT PREV PNSN-#2" ; +label variable ER44151 "P132B WTR AMT GE 1,000-#2" ; +label variable ER44152 "P132C WTR AMT GE 2,000-#2" ; +label variable ER44153 "P132D WTR AMT GE 3,000-#2" ; +label variable ER44154 "P132E WTR AMT GE 500-#2" ; +label variable ER44155 "P133 ACCT AMT WHEN LEFT PREV EMPLYR-#2" ; +label variable ER44156 "P133B WTR AMT GE 20,000-#2" ; +label variable ER44157 "P133C WTR AMT GE 50,000-#2" ; +label variable ER44158 "P133D WTR AMT GE 150,000-#2" ; +label variable ER44159 "P133E WTR AMT GE 5,000-#2" ; +label variable ER44160 "P134 WHAT DID W/PREV PNSN-#2" ; +label variable ER44161 "P135 ACCT AMT PREV PNSN NOW-#2" ; +label variable ER44162 "P135B WTR AMT GE 10,000-#2" ; +label variable ER44163 "P135C WTR AMT GE 20,000-#2" ; +label variable ER44164 "P135D WTR AMT GE 50,000-#2" ; +label variable ER44165 "P135E WTR AMT GE 150,000-#2" ; +label variable ER44166 "P136 AGE BEGAN REC ANNUITY-#2" ; +label variable ER44167 "P137 AMT PREV ANNUITY-#2" ; +label variable ER44168 "P137 PREV ANNUITY PER-#2" ; +label variable ER44169 "P137B WTR AMT GE 400 PER MONTH-#2" ; +label variable ER44170 "P137C WTR AMT GE 1,200 PER MONTH-#2" ; +label variable ER44171 "P137D WTR AMT GE 1,600 PER MONTH-#2" ; +label variable ER44172 "P137E WTR AMT GE 200 PER MONTH-#2" ; +label variable ER44173 "P138 AGE ELIG PREV PNSN-#2" ; +label variable ER44174 "P139 WTR 3RD PREV PENSION" ; +label variable ER44175 "H1 HEALTH STATUS-HEAD" ; +label variable ER44176 "H1A WTR HLTH BETTER/WORSE-HEAD" ; +label variable ER44177 "H1B WTR HEALTH BETTER-HEAD" ; +label variable ER44178 "H1C WTR HEALTH WORSE-HEAD" ; +label variable ER44179 "H2 WTR LIMIT TYPE/AMT WRK- HEAD" ; +label variable ER44180 "H3 WTR UNABLE TO DO SOME TYPES WORK-HD" ; +label variable ER44181 "H4 WTR LIMIT AMT WRK CAN DO-HEAD" ; +label variable ER44182 "H5A WTR HAD STROKE-HEAD" ; +label variable ER44183 "H6A1 AGE AT FIRST STROKE-HEAD" ; +label variable ER44184 "H6A2 WTR SECOND STROKE-HEAD" ; +label variable ER44185 "H7A WTR STROKE LIMIT DAILY ACTIVITY-HD" ; +label variable ER44186 "H5B WTR HEART ATTACK-HEAD" ; +label variable ER44187 "H6B1 AGE AT FIRST HEART ATTACK-HD" ; +label variable ER44188 "H6B2 WTR SECOND HEART ATTACK-HD" ; +label variable ER44189 "H7B WTR HEART ATTACK LIMIT ACTIVITY-HD" ; +label variable ER44190 "H5C WTR HEART DISEASE-HEAD" ; +label variable ER44191 "H6C1 AGE FIRST HAD HEART DISEASE-HD" ; +label variable ER44192 "H6C2 WTR HRT DISEASE GOT WORSE-HD" ; +label variable ER44193 "H7C WTR HRT DISEASE LIMIT ACTIVITY-HD" ; +label variable ER44194 "H5D WTR HYPERTENSION-HEAD" ; +label variable ER44195 "H6D1 AGE FIRST HAD HYPERTENSION-HD" ; +label variable ER44196 "H6D2 WTR HYPERTENSION GOT WORSE-HD" ; +label variable ER44197 "H7D WTR HYPERTENSION LIMIT ACTIVITY-HD" ; +label variable ER44198 "H5E WTR ASTHMA-HEAD" ; +label variable ER44199 "H6E1 AGE FIRST HAD ASTHMA-HEAD" ; +label variable ER44200 "H6E2 WTR ASTHMA GOT WORSE-HEAD" ; +label variable ER44201 "H7E WTR ASTHMA LIMIT DAILY ACTIVITY-HD" ; +label variable ER44202 "H5F WTR LUNG DISEASE-HEAD" ; +label variable ER44203 "H6F1 AGE FIRST HAD LUNG DISEASE-HD" ; +label variable ER44204 "H6F2 WTR LUNG DISEASE GOT WORSE-HD" ; +label variable ER44205 "H7F WTR LUNG DISEASE LIMIT ACTIVITY-HD" ; +label variable ER44206 "H5G WTR DIABETES-HEAD" ; +label variable ER44207 "H6G1 AGE FIRST HAD DIABETES-HEAD" ; +label variable ER44208 "H6G2 WTR DIABETES GOT WORSE-HEAD" ; +label variable ER44209 "H7G WTR DIABETES LIMIT ACTIVITY-HD" ; +label variable ER44210 "H5H WTR ARTHRITIS-HEAD" ; +label variable ER44211 "H6H1 AGE FIRST HAD ARTHRITIS-HEAD" ; +label variable ER44212 "H6H2 WTR ARTHRITIS GOT WORSE-HEAD" ; +label variable ER44213 "H7H WTR ARTHRITIS LIMIT ACTIVITY-HD" ; +label variable ER44214 "H5I WTR MEMORY LOSS-HEAD" ; +label variable ER44215 "H6I1 AGE FIRST HAD MEMORY LOSS-HD" ; +label variable ER44216 "H6I2 WTR MEMORY LOSS GOT WORSE-HD" ; +label variable ER44217 "H7I WTR MEMORY LOSS LIMIT ACTIVITY-HD" ; +label variable ER44218 "H5J WTR LEARNING DISORDER-HEAD" ; +label variable ER44219 "H6J1 AGE FIRST HAD LRNG DISORDER-HD" ; +label variable ER44220 "H6J2 WTR LRNG DISORDER GOT WORSE-HD" ; +label variable ER44221 "H7J WTR LRNG DISORDR LIMIT ACTIVITY-HD" ; +label variable ER44222 "H5K WTR CANCER-HEAD" ; +label variable ER44223 "H6K1 AGE FIRST HAD CANCER-HEAD" ; +label variable ER44224 "H6K2 WTR CANCER GOT WORSE-HEAD" ; +label variable ER44225 "H6K3 WTR TREATING, RMSSN, OR CURED-HD" ; +label variable ER44226 "H6K4 TYPE OF CANCER MENTION 1-HEAD" ; +label variable ER44227 "H6K4 TYPE OF CANCER MENTION 2-HEAD" ; +label variable ER44228 "H7K WTR CANCER LIMIT ACTIVITY-HEAD" ; +label variable ER44229 "H5L WTR PSYCH PROBLEM-HEAD" ; +label variable ER44230 "H6L1 AGE FIRST HAD PSYCH PROB-HEAD" ; +label variable ER44231 "H6L2 TYPE OF PSYCH PROB MENTION 1-HD" ; +label variable ER44232 "H6L2 TYPE OF PSYCH PROB MENTION 2-HD" ; +label variable ER44233 "H6L2 TYPE OF PSYCH PROB MENTION 3-HD" ; +label variable ER44234 "H6L3 WTR PSYCH PROB GOT WORSE-HD" ; +label variable ER44235 "H7L WTR PSYCH PROB LIMIT ACTIVITY-HD" ; +label variable ER44236 "H5M WTR OTR CHRONIC CONDITION-HD" ; +label variable ER44237 "H6M2 AGE FIRST HAD CHRON COND-HEAD" ; +label variable ER44238 "H6M3 WTR CHRON COND GOT WORSE-HD" ; +label variable ER44239 "H7M WTR CHRON COND LIMIT ACTIVITY-HD" ; +label variable ER44240 "H8 WTR HOSPITALIZED IN 2004-HEAD" ; +label variable ER44241 "H8A # NIGHTS IN HOSPITAL-HEAD" ; +label variable ER44242 "H8A # WEEKS IN HOSPITAL-HEAD" ; +label variable ER44243 "H9A WTR PROBLEM BATHING-HEAD" ; +label variable ER44244 "H10A1 WTR SOMEONE HELPS BATHE-HD" ; +label variable ER44245 "H10A2 WTR NEED EQUIP TO BATHE-HD" ; +label variable ER44246 "H9B WTR PROBLEM DRESSING-HEAD" ; +label variable ER44247 "H10B1 WTR SOMEONE HELPS DRESS-HD" ; +label variable ER44248 "H10B2 WTR NEED EQUIP TO DRESS-HD" ; +label variable ER44249 "H9C WTR PROBLEM EATING-HEAD" ; +label variable ER44250 "H10C1 WTR SOMEONE HELPS EATNG-HD" ; +label variable ER44251 "H10C2 WTR NEED EQUIP TO EAT-HD" ; +label variable ER44252 "H9D WTR PROB GET IN/OUT BED/CHAIR-HD" ; +label variable ER44253 "H10D1 WTR SOMEONE HELPS BED/CHAIR-HD" ; +label variable ER44254 "H10D2 WTR NEED EQUIP FOR BED/CHAIR-HD" ; +label variable ER44255 "H9E WTR PROBLEM WALKING-HEAD" ; +label variable ER44256 "H10E1 WTR SOMEONE HELPS WALK-HD" ; +label variable ER44257 "H10E2 WTR NEED EQUIP TO WALK-HD" ; +label variable ER44258 "H9F WTR PROBLEM GETTING OUTSIDE-HD" ; +label variable ER44259 "H10F1 WTR SOMEONE HELPS GET OUT-HD" ; +label variable ER44260 "H10F2 WTR NEED EQUIP TO GO OUTSIDE-HD" ; +label variable ER44261 "H9G WTR PROBLEM USE TOILET-HD" ; +label variable ER44262 "H10G1 WTR SOMEONE HELPS TOILET-HD" ; +label variable ER44263 "H10G2 WTR NEED EQUIP TO USE TOILET-HD" ; +label variable ER44264 "H11A WTR DIFFICULT PREPARE MEALS-HD" ; +label variable ER44265 "H11B HEALTH/PHYSICAL PROBLEM?-HD" ; +label variable ER44266 "H11C WTR DIFFICULT SHOPPING-HD" ; +label variable ER44267 "H11D HEALTH/PHYSICAL PROBLEM?-HD" ; +label variable ER44268 "H11E WTR DIFFICULT MANAGE MONEY-HD" ; +label variable ER44269 "H11F HEALTH/PHYSICAL PROBLEM?-HD" ; +label variable ER44270 "H11G WTR TELEPHONE DIFFICULT-HD" ; +label variable ER44271 "H11H HEALTH/PHYSICAL PROBLEM?-HD" ; +label variable ER44272 "H11J WTR HEAVY HSWRK DIFFICULT-HD" ; +label variable ER44273 "H11K HEALTH/PHYSICAL PROBLEM?-HD" ; +label variable ER44274 "H11L WTR LIGHT HSWRK DIFFICULT-HD" ; +label variable ER44275 "H11M HEALTH/PHYSICAL PROBLEM?-HD" ; +label variable ER44276 "H12A FREQ OF HVY PHYSICAL ACTIVITY-HD" ; +label variable ER44277 "H12A TIME UNIT FOR HVY PHYS ACTIVITY-HD" ; +label variable ER44278 "H12B FREQ OF LITE PHYSICAL ACTIVITY-HD" ; +label variable ER44279 "H12B TIME UNIT FOR LITE PHYS ACTIVITY-HD" ; +label variable ER44280 "H12C FREQ OF STRENGTH PHYS ACTIVITY-HD" ; +label variable ER44281 "H12C TIME UNIT STRNGTH PHYS ACTVTY-HD" ; +label variable ER44282 "H13 WTR SMOKE CIGARETTES-HD" ; +label variable ER44283 "H14 # CIGARETTES PER DAY-HD" ; +label variable ER44284 "H15 AGE WHEN FIRST SMOKED-HD" ; +label variable ER44285 "H16 WTR EVER SMOKED CIGARETTES-HD" ; +label variable ER44286 "H17 # CIGARETTES PER DAY-HD" ; +label variable ER44287 "H18 AGE LAST SMOKED REGULARLY-HD" ; +label variable ER44288 "H19 AGE FIRST SMOKED REGULARLY-HD" ; +label variable ER44289 "H20 WTR DRINK ALCOHOL-HEAD" ; +label variable ER44290 "H21A HOW OFTEN HAVE DRINKS-HD" ; +label variable ER44291 "H21B # ALCOHOLIC DRINKS PER DAY-HD" ; +label variable ER44292 "H21C # DAYS HAD 4-5 DRINKS-HEAD" ; +label variable ER44293 "H22 WEIGHT-HEAD" ; +label variable ER44294 "H23 HEIGHT-FEET-HEAD" ; +label variable ER44295 "H23 HEIGHT-INCHES-HEAD" ; +label variable ER44296 "H25H HEALTH STATUS B4 AGE 17--HD" ; +label variable ER44297 "H26H WTR MISSED MO OR MORE SCHOOL--HD" ; +label variable ER44298 "H27H WTR MEASLES B4 AGE 17--HD" ; +label variable ER44299 "H28H WTR MUMPS B4 AGE 17--HD" ; +label variable ER44300 "H29H WTR CHICKEN POX B4 AGE 17--HD" ; +label variable ER44301 "H30H WTR DIFF SEEING B4 AGE 17--HD" ; +label variable ER44302 "H31H PARENTS SMOKED B4 HD AGE 17?--HD" ; +label variable ER44303 "H32H WTR ASTHMA B4 AGE 17--HD" ; +label variable ER44304 "H33H WTR DIABETES B4 AGE 17--HD" ; +label variable ER44305 "H34H WTR RESP DIS B4 AGE 17--HD" ; +label variable ER44306 "H35H WTR SPCH IMPAIR B4 AGE 17--HD" ; +label variable ER44307 "H36H WTR ALLERGY B4 AGE 17--HD" ; +label variable ER44308 "H37H WTR HEART TRBL B4 AGE 17--HD" ; +label variable ER44309 "H38H WTR EAR PROB B4 AGE 17--HD" ; +label variable ER44310 "H39H WTR EPILEPSY B4 AGE 17--HD" ; +label variable ER44311 "H40H WTR HEADACHE B4 AGE 17--HD" ; +label variable ER44312 "H41H WTR STOM PROB B4 AGE 17--HD" ; +label variable ER44313 "H42H WTR HGH BLOOD PR B4 AGE 17--HD" ; +label variable ER44314 "H43H WTR DEPRESSION B4 AGE 17--HD" ; +label variable ER44315 "H44H WTR DRUG/AL PROB B4 AGE 17--HD" ; +label variable ER44316 "H45H WTR OTR PSYCH PROB B4 AGE 17--HD" ; +label variable ER44317 "HEHC SLF RPT: YEAR 1ST REPORT--HD" ; +label variable ER44318 "HEHC SLF RPT: PAR SEP B4 AGE 1--HD" ; +label variable ER44319 "HEHC SLF RPT: PAR SEP AGE 1--HD" ; +label variable ER44320 "HEHC SLF RPT: PAR SEP AGE 2--HD" ; +label variable ER44321 "HEHC SLF RPT: PAR SEP AGE 3--HD" ; +label variable ER44322 "HEHC SLF RPT: PAR SEP AGE 4--HD" ; +label variable ER44323 "HEHC SLF RPT: PAR SEP AGE 5--HD" ; +label variable ER44324 "HEHC SLF RPT: PAR SEP AGE 6--HD" ; +label variable ER44325 "HEHC SLF RPT: PAR SEP AGE 7--HD" ; +label variable ER44326 "HEHC SLF RPT: PAR SEP AGE 8--HD" ; +label variable ER44327 "HEHC SLF RPT: PAR SEP AGE 9--HD" ; +label variable ER44328 "HEHC SLF RPT: PAR SEP AGE 10--HD" ; +label variable ER44329 "HEHC SLF RPT: PAR SEP AGE 11--HD" ; +label variable ER44330 "HEHC SLF RPT: PAR SEP AGE 12--HD" ; +label variable ER44331 "HEHC SLF RPT: PAR SEP AGE 13--HD" ; +label variable ER44332 "HEHC SLF RPT: PAR SEP AGE 14--HD" ; +label variable ER44333 "HEHC SLF RPT: PAR SEP AGE 15--HD" ; +label variable ER44334 "HEHC SLF RPT: PAR SEP AGE 16--HD" ; +label variable ER44335 "HEHC SLF RPT: MOVE B4 AGE 1--HD" ; +label variable ER44336 "HEHC SLF RPT: MOVE AGE 1--HD" ; +label variable ER44337 "HEHC SLF RPT: MOVE AGE 2--HD" ; +label variable ER44338 "HEHC SLF RPT: MOVE AGE 3--HD" ; +label variable ER44339 "HEHC SLF RPT: MOVE AGE 4--HD" ; +label variable ER44340 "HEHC SLF RPT: MOVE AGE 5--HD" ; +label variable ER44341 "HEHC SLF RPT: MOVE AGE 6--HD" ; +label variable ER44342 "HEHC SLF RPT: MOVE AGE 7--HD" ; +label variable ER44343 "HEHC SLF RPT: MOVE AGE 8--HD" ; +label variable ER44344 "HEHC SLF RPT: MOVE AGE 9--HD" ; +label variable ER44345 "HEHC SLF RPT: MOVE AGE 10--HD" ; +label variable ER44346 "HEHC SLF RPT: MOVE AGE 11--HD" ; +label variable ER44347 "HEHC SLF RPT: MOVE AGE 12--HD" ; +label variable ER44348 "HEHC SLF RPT: MOVE AGE 13--HD" ; +label variable ER44349 "HEHC SLF RPT: MOVE AGE 14--HD" ; +label variable ER44350 "HEHC SLF RPT: MOVE AGE 15--HD" ; +label variable ER44351 "HEHC SLF RPT: MOVE AGE 16--HD" ; +label variable ER44352 "HEHC SLF RPT: SCHOOL B4 AGE 1--HD" ; +label variable ER44353 "HEHC SLF RPT: SCHOOL AGE 1--HD" ; +label variable ER44354 "HEHC SLF RPT: SCHOOL AGE 2--HD" ; +label variable ER44355 "HEHC SLF RPT: SCHOOL AGE 3--HD" ; +label variable ER44356 "HEHC SLF RPT: SCHOOL AGE 4--HD" ; +label variable ER44357 "HEHC SLF RPT: SCHOOL AGE 5--HD" ; +label variable ER44358 "HEHC SLF RPT: SCHOOL AGE 6--HD" ; +label variable ER44359 "HEHC SLF RPT: SCHOOL AGE 7--HD" ; +label variable ER44360 "HEHC SLF RPT: SCHOOL AGE 8--HD" ; +label variable ER44361 "HEHC SLF RPT: SCHOOL AGE 9--HD" ; +label variable ER44362 "HEHC SLF RPT: SCHOOL AGE 10--HD" ; +label variable ER44363 "HEHC SLF RPT: SCHOOL AGE 11--HD" ; +label variable ER44364 "HEHC SLF RPT: SCHOOL AGE 12--HD" ; +label variable ER44365 "HEHC SLF RPT: SCHOOL AGE 13--HD" ; +label variable ER44366 "HEHC SLF RPT: SCHOOL AGE 14--HD" ; +label variable ER44367 "HEHC SLF RPT: SCHOOL AGE 15--HD" ; +label variable ER44368 "HEHC SLF RPT: SCHOOL AGE 16--HD" ; +label variable ER44369 "HEHC SLF RPT: ASTHMA B4 AGE 1--HD" ; +label variable ER44370 "HEHC SLF RPT: ASTHMA AGE 1--HD" ; +label variable ER44371 "HEHC SLF RPT: ASTHMA AGE 2--HD" ; +label variable ER44372 "HEHC SLF RPT: ASTHMA AGE 3--HD" ; +label variable ER44373 "HEHC SLF RPT: ASTHMA AGE 4--HD" ; +label variable ER44374 "HEHC SLF RPT: ASTHMA AGE 5--HD" ; +label variable ER44375 "HEHC SLF RPT: ASTHMA AGE 6--HD" ; +label variable ER44376 "HEHC SLF RPT: ASTHMA AGE 7--HD" ; +label variable ER44377 "HEHC SLF RPT: ASTHMA AGE 8--HD" ; +label variable ER44378 "HEHC SLF RPT: ASTHMA AGE 9--HD" ; +label variable ER44379 "HEHC SLF RPT: ASTHMA AGE 10--HD" ; +label variable ER44380 "HEHC SLF RPT: ASTHMA AGE 11--HD" ; +label variable ER44381 "HEHC SLF RPT: ASTHMA AGE 12--HD" ; +label variable ER44382 "HEHC SLF RPT: ASTHMA AGE 13--HD" ; +label variable ER44383 "HEHC SLF RPT: ASTHMA AGE 14--HD" ; +label variable ER44384 "HEHC SLF RPT: ASTHMA AGE 15--HD" ; +label variable ER44385 "HEHC SLF RPT: ASTHMA AGE 16--HD" ; +label variable ER44386 "HEHC SLF RPT: ASTHMA AGE 17+--HD" ; +label variable ER44387 "HEHC SLF RPT: AGE END ASTHMA--HD" ; +label variable ER44388 "HEHC SLF RPT: DIABETES B4 AGE 1--HD" ; +label variable ER44389 "HEHC SLF RPT: DIABETES AGE 1--HD" ; +label variable ER44390 "HEHC SLF RPT: DIABETES AGE 2--HD" ; +label variable ER44391 "HEHC SLF RPT: DIABETES AGE 3--HD" ; +label variable ER44392 "HEHC SLF RPT: DIABETES AGE 4--HD" ; +label variable ER44393 "HEHC SLF RPT: DIABETES AGE 5--HD" ; +label variable ER44394 "HEHC SLF RPT: DIABETES AGE 6--HD" ; +label variable ER44395 "HEHC SLF RPT: DIABETES AGE 7--HD" ; +label variable ER44396 "HEHC SLF RPT: DIABETES AGE 8--HD" ; +label variable ER44397 "HEHC SLF RPT: DIABETES AGE 9--HD" ; +label variable ER44398 "HEHC SLF RPT: DIABETES AGE 10--HD" ; +label variable ER44399 "HEHC SLF RPT: DIABETES AGE 11--HD" ; +label variable ER44400 "HEHC SLF RPT: DIABETES AGE 12--HD" ; +label variable ER44401 "HEHC SLF RPT: DIABETES AGE 13--HD" ; +label variable ER44402 "HEHC SLF RPT: DIABETES AGE 14--HD" ; +label variable ER44403 "HEHC SLF RPT: DIABETES AGE 15--HD" ; +label variable ER44404 "HEHC SLF RPT: DIABETES AGE 16--HD" ; +label variable ER44405 "HEHC SLF RPT: DIABETES AGE 17+--HD" ; +label variable ER44406 "HEHC SLF RPT: AGE END DIABETES--HD" ; +label variable ER44407 "HEHC SLF RPT: RESP DIS B4 AGE 1--HD" ; +label variable ER44408 "HEHC SLF RPT: RESP DIS AGE 1--HD" ; +label variable ER44409 "HEHC SLF RPT: RESP DIS AGE 2--HD" ; +label variable ER44410 "HEHC SLF RPT: RESP DIS AGE 3--HD" ; +label variable ER44411 "HEHC SLF RPT: RESP DIS AGE 4--HD" ; +label variable ER44412 "HEHC SLF RPT: RESP DIS AGE 5--HD" ; +label variable ER44413 "HEHC SLF RPT: RESP DIS AGE 6--HD" ; +label variable ER44414 "HEHC SLF RPT: RESP DIS AGE 7--HD" ; +label variable ER44415 "HEHC SLF RPT: RESP DIS AGE 8--HD" ; +label variable ER44416 "HEHC SLF RPT: RESP DIS AGE 9--HD" ; +label variable ER44417 "HEHC SLF RPT: RESP DIS AGE 10--HD" ; +label variable ER44418 "HEHC SLF RPT: RESP DIS AGE 11--HD" ; +label variable ER44419 "HEHC SLF RPT: RESP DIS AGE 12--HD" ; +label variable ER44420 "HEHC SLF RPT: RESP DIS AGE 13--HD" ; +label variable ER44421 "HEHC SLF RPT: RESP DIS AGE 14--HD" ; +label variable ER44422 "HEHC SLF RPT: RESP DIS AGE 15--HD" ; +label variable ER44423 "HEHC SLF RPT: RESP DIS AGE 16--HD" ; +label variable ER44424 "HEHC SLF RPT: RESP DIS AGE 17+--HD" ; +label variable ER44425 "HEHC SLF RPT: AGE END RESP DIS--HD" ; +label variable ER44426 "HEHC SLF RPT: SPCH IMPAIR B4 AGE 1--HD" ; +label variable ER44427 "HEHC SLF RPT: SPCH IMPAIR AGE 1--HD" ; +label variable ER44428 "HEHC SLF RPT: SPCH IMPAIR AGE 2--HD" ; +label variable ER44429 "HEHC SLF RPT: SPCH IMPAIR AGE 3--HD" ; +label variable ER44430 "HEHC SLF RPT: SPCH IMPAIR AGE 4--HD" ; +label variable ER44431 "HEHC SLF RPT: SPCH IMPAIR AGE 5--HD" ; +label variable ER44432 "HEHC SLF RPT: SPCH IMPAIR AGE 6--HD" ; +label variable ER44433 "HEHC SLF RPT: SPCH IMPAIR AGE 7--HD" ; +label variable ER44434 "HEHC SLF RPT: SPCH IMPAIR AGE 8--HD" ; +label variable ER44435 "HEHC SLF RPT: SPCH IMPAIR AGE 9--HD" ; +label variable ER44436 "HEHC SLF RPT: SPCH IMPAIR AGE 10--HD" ; +label variable ER44437 "HEHC SLF RPT: SPCH IMPAIR AGE 11--HD" ; +label variable ER44438 "HEHC SLF RPT: SPCH IMPAIR AGE 12--HD" ; +label variable ER44439 "HEHC SLF RPT: SPCH IMPAIR AGE 13--HD" ; +label variable ER44440 "HEHC SLF RPT: SPCH IMPAIR AGE 14--HD" ; +label variable ER44441 "HEHC SLF RPT: SPCH IMPAIR AGE 15--HD" ; +label variable ER44442 "HEHC SLF RPT: SPCH IMPAIR AGE 16--HD" ; +label variable ER44443 "HEHC SLF RPT: SPCH IMPAIR AGE 17+--HD" ; +label variable ER44444 "HEHC SLF RPT: AGE END SPCH IMPAIR--HD" ; +label variable ER44445 "HEHC SLF RPT: ALLERGY B4 AGE 1--HD" ; +label variable ER44446 "HEHC SLF RPT: ALLERGY AGE 1--HD" ; +label variable ER44447 "HEHC SLF RPT: ALLERGY AGE 2--HD" ; +label variable ER44448 "HEHC SLF RPT: ALLERGY AGE 3--HD" ; +label variable ER44449 "HEHC SLF RPT: ALLERGY AGE 4--HD" ; +label variable ER44450 "HEHC SLF RPT: ALLERGY AGE 5--HD" ; +label variable ER44451 "HEHC SLF RPT: ALLERGY AGE 6--HD" ; +label variable ER44452 "HEHC SLF RPT: ALLERGY AGE 7--HD" ; +label variable ER44453 "HEHC SLF RPT: ALLERGY AGE 8--HD" ; +label variable ER44454 "HEHC SLF RPT: ALLERGY AGE 9--HD" ; +label variable ER44455 "HEHC SLF RPT: ALLERGY AGE 10--HD" ; +label variable ER44456 "HEHC SLF RPT: ALLERGY AGE 11--HD" ; +label variable ER44457 "HEHC SLF RPT: ALLERGY AGE 12--HD" ; +label variable ER44458 "HEHC SLF RPT: ALLERGY AGE 13--HD" ; +label variable ER44459 "HEHC SLF RPT: ALLERGY AGE 14--HD" ; +label variable ER44460 "HEHC SLF RPT: ALLERGY AGE 15--HD" ; +label variable ER44461 "HEHC SLF RPT: ALLERGY AGE 16--HD" ; +label variable ER44462 "HEHC SLF RPT: ALLERGY AGE 17+--HD" ; +label variable ER44463 "HEHC SLF RPT: AGE END ALLERGY--HD" ; +label variable ER44464 "HEHC SLF RPT: HEART TRBL B4 AGE 1--HD" ; +label variable ER44465 "HEHC SLF RPT: HEART TRBL AGE 1--HD" ; +label variable ER44466 "HEHC SLF RPT: HEART TRBL AGE 2--HD" ; +label variable ER44467 "HEHC SLF RPT: HEART TRBL AGE 3--HD" ; +label variable ER44468 "HEHC SLF RPT: HEART TRBL AGE 4--HD" ; +label variable ER44469 "HEHC SLF RPT: HEART TRBL AGE 5--HD" ; +label variable ER44470 "HEHC SLF RPT: HEART TRBL AGE 6--HD" ; +label variable ER44471 "HEHC SLF RPT: HEART TRBL AGE 7--HD" ; +label variable ER44472 "HEHC SLF RPT: HEART TRBL AGE 8--HD" ; +label variable ER44473 "HEHC SLF RPT: HEART TRBL AGE 9--HD" ; +label variable ER44474 "HEHC SLF RPT: HEART TRBL AGE 10--HD" ; +label variable ER44475 "HEHC SLF RPT: HEART TRBL AGE 11--HD" ; +label variable ER44476 "HEHC SLF RPT: HEART TRBL AGE 12--HD" ; +label variable ER44477 "HEHC SLF RPT: HEART TRBL AGE 13--HD" ; +label variable ER44478 "HEHC SLF RPT: HEART TRBL AGE 14--HD" ; +label variable ER44479 "HEHC SLF RPT: HEART TRBL AGE 15--HD" ; +label variable ER44480 "HEHC SLF RPT: HEART TRBL AGE 16--HD" ; +label variable ER44481 "HEHC SLF RPT: HEART TRBL AGE 17+--HD" ; +label variable ER44482 "HEHC SLF RPT: AGE END HEART TRBL--HD" ; +label variable ER44483 "HEHC SLF RPT: EAR PROBS B4 AGE 1--HD" ; +label variable ER44484 "HEHC SLF RPT: EAR PROBS AGE 1--HD" ; +label variable ER44485 "HEHC SLF RPT: EAR PROBS AGE 2--HD" ; +label variable ER44486 "HEHC SLF RPT: EAR PROBS AGE 3--HD" ; +label variable ER44487 "HEHC SLF RPT: EAR PROBS AGE 4--HD" ; +label variable ER44488 "HEHC SLF RPT: EAR PROBS AGE 5--HD" ; +label variable ER44489 "HEHC SLF RPT: EAR PROBS AGE 6--HD" ; +label variable ER44490 "HEHC SLF RPT: EAR PROBS AGE 7--HD" ; +label variable ER44491 "HEHC SLF RPT: EAR PROBS AGE 8--HD" ; +label variable ER44492 "HEHC SLF RPT: EAR PROBS AGE 9--HD" ; +label variable ER44493 "HEHC SLF RPT: EAR PROBS AGE 10--HD" ; +label variable ER44494 "HEHC SLF RPT: EAR PROBS AGE 11--HD" ; +label variable ER44495 "HEHC SLF RPT: EAR PROBS AGE 12--HD" ; +label variable ER44496 "HEHC SLF RPT: EAR PROBS AGE 13--HD" ; +label variable ER44497 "HEHC SLF RPT: EAR PROBS AGE 14--HD" ; +label variable ER44498 "HEHC SLF RPT: EAR PROBS AGE 15--HD" ; +label variable ER44499 "HEHC SLF RPT: EAR PROBS AGE 16--HD" ; +label variable ER44500 "HEHC SLF RPT: EAR PROBS AGE 17+--HD" ; +label variable ER44501 "HEHC SLF RPT: AGE END EAR PROBS--HD" ; +label variable ER44502 "HEHC SLF RPT: EPILEPSY B4 AGE 1--HD" ; +label variable ER44503 "HEHC SLF RPT: EPILEPSY AGE 1--HD" ; +label variable ER44504 "HEHC SLF RPT: EPILEPSY AGE 2--HD" ; +label variable ER44505 "HEHC SLF RPT: EPILEPSY AGE 3--HD" ; +label variable ER44506 "HEHC SLF RPT: EPILEPSY AGE 4--HD" ; +label variable ER44507 "HEHC SLF RPT: EPILEPSY AGE 5--HD" ; +label variable ER44508 "HEHC SLF RPT: EPILEPSY AGE 6--HD" ; +label variable ER44509 "HEHC SLF RPT: EPILEPSY AGE 7--HD" ; +label variable ER44510 "HEHC SLF RPT: EPILEPSY AGE 8--HD" ; +label variable ER44511 "HEHC SLF RPT: EPILEPSY AGE 9--HD" ; +label variable ER44512 "HEHC SLF RPT: EPILEPSY AGE 10--HD" ; +label variable ER44513 "HEHC SLF RPT: EPILEPSY AGE 11--HD" ; +label variable ER44514 "HEHC SLF RPT: EPILEPSY AGE 12--HD" ; +label variable ER44515 "HEHC SLF RPT: EPILEPSY AGE 13--HD" ; +label variable ER44516 "HEHC SLF RPT: EPILEPSY AGE 14--HD" ; +label variable ER44517 "HEHC SLF RPT: EPILEPSY AGE 15--HD" ; +label variable ER44518 "HEHC SLF RPT: EPILEPSY AGE 16--HD" ; +label variable ER44519 "HEHC SLF RPT: EPILEPSY AGE 17+--HD" ; +label variable ER44520 "HEHC SLF RPT: AGE END EPILEPSY--HD" ; +label variable ER44521 "HEHC SLF RPT: HEADACHE B4 AGE 1--HD" ; +label variable ER44522 "HEHC SLF RPT: HEADACHE AGE 1--HD" ; +label variable ER44523 "HEHC SLF RPT: HEADACHE AGE 2--HD" ; +label variable ER44524 "HEHC SLF RPT: HEADACHE AGE 3--HD" ; +label variable ER44525 "HEHC SLF RPT: HEADACHE AGE 4--HD" ; +label variable ER44526 "HEHC SLF RPT: HEADACHE AGE 5--HD" ; +label variable ER44527 "HEHC SLF RPT: HEADACHE AGE 6--HD" ; +label variable ER44528 "HEHC SLF RPT: HEADACHE AGE 7--HD" ; +label variable ER44529 "HEHC SLF RPT: HEADACHE AGE 8--HD" ; +label variable ER44530 "HEHC SLF RPT: HEADACHE AGE 9--HD" ; +label variable ER44531 "HEHC SLF RPT: HEADACHE AGE 10--HD" ; +label variable ER44532 "HEHC SLF RPT: HEADACHE AGE 11--HD" ; +label variable ER44533 "HEHC SLF RPT: HEADACHE AGE 12--HD" ; +label variable ER44534 "HEHC SLF RPT: HEADACHE AGE 13--HD" ; +label variable ER44535 "HEHC SLF RPT: HEADACHE AGE 14--HD" ; +label variable ER44536 "HEHC SLF RPT: HEADACHE AGE 15--HD" ; +label variable ER44537 "HEHC SLF RPT: HEADACHE AGE 16--HD" ; +label variable ER44538 "HEHC SLF RPT: HEADACHE AGE 17+--HD" ; +label variable ER44539 "HEHC SLF RPT: AGE END HEADACHE--HD" ; +label variable ER44540 "HEHC SLF RPT: STOM PROB B4 AGE 1--HD" ; +label variable ER44541 "HEHC SLF RPT: STOM PROB AGE 1--HD" ; +label variable ER44542 "HEHC SLF RPT: STOM PROB AGE 2--HD" ; +label variable ER44543 "HEHC SLF RPT: STOM PROB AGE 3--HD" ; +label variable ER44544 "HEHC SLF RPT: STOM PROB AGE 4--HD" ; +label variable ER44545 "HEHC SLF RPT: STOM PROB AGE 5--HD" ; +label variable ER44546 "HEHC SLF RPT: STOM PROB AGE 6--HD" ; +label variable ER44547 "HEHC SLF RPT: STOM PROB AGE 7--HD" ; +label variable ER44548 "HEHC SLF RPT: STOM PROB AGE 8--HD" ; +label variable ER44549 "HEHC SLF RPT: STOM PROB AGE 9--HD" ; +label variable ER44550 "HEHC SLF RPT: STOM PROB AGE 10--HD" ; +label variable ER44551 "HEHC SLF RPT: STOM PROB AGE 11--HD" ; +label variable ER44552 "HEHC SLF RPT: STOM PROB AGE 12--HD" ; +label variable ER44553 "HEHC SLF RPT: STOM PROB AGE 13--HD" ; +label variable ER44554 "HEHC SLF RPT: STOM PROB AGE 14--HD" ; +label variable ER44555 "HEHC SLF RPT: STOM PROB AGE 15--HD" ; +label variable ER44556 "HEHC SLF RPT: STOM PROB AGE 16--HD" ; +label variable ER44557 "HEHC SLF RPT: STOM PROB AGE 17+--HD" ; +label variable ER44558 "HEHC SLF RPT: AGE END STOM PROB--HD" ; +label variable ER44559 "HEHC SLF RPT: HGH BLOOD PR B4 AGE 1--HD" ; +label variable ER44560 "HEHC SLF RPT: HGH BLOOD PR AGE 1--HD" ; +label variable ER44561 "HEHC SLF RPT: HGH BLOOD PR AGE 2--HD" ; +label variable ER44562 "HEHC SLF RPT: HGH BLOOD PR AGE 3--HD" ; +label variable ER44563 "HEHC SLF RPT: HGH BLOOD PR AGE 4--HD" ; +label variable ER44564 "HEHC SLF RPT: HGH BLOOD PR AGE 5--HD" ; +label variable ER44565 "HEHC SLF RPT: HGH BLOOD PR AGE 6--HD" ; +label variable ER44566 "HEHC SLF RPT: HGH BLOOD PR AGE 7--HD" ; +label variable ER44567 "HEHC SLF RPT: HGH BLOOD PR AGE 8--HD" ; +label variable ER44568 "HEHC SLF RPT: HGH BLOOD PR AGE 9--HD" ; +label variable ER44569 "HEHC SLF RPT: HGH BLOOD PR AGE 10--HD" ; +label variable ER44570 "HEHC SLF RPT: HGH BLOOD PR AGE 11--HD" ; +label variable ER44571 "HEHC SLF RPT: HGH BLOOD PR AGE 12--HD" ; +label variable ER44572 "HEHC SLF RPT: HGH BLOOD PR AGE 13--HD" ; +label variable ER44573 "HEHC SLF RPT: HGH BLOOD PR AGE 14--HD" ; +label variable ER44574 "HEHC SLF RPT: HGH BLOOD PR AGE 15--HD" ; +label variable ER44575 "HEHC SLF RPT: HGH BLOOD PR AGE 16--HD" ; +label variable ER44576 "HEHC SLF RPT: HGH BLOOD PR AGE 17+--HD" ; +label variable ER44577 "HEHC SLF RPT: AGE END HGH BLD PR--HD" ; +label variable ER44578 "HEHC SLF RPT: DEPRESSION B4 AGE 1--HD" ; +label variable ER44579 "HEHC SLF RPT: DEPRESSION AGE 1--HD" ; +label variable ER44580 "HEHC SLF RPT: DEPRESSION AGE 2--HD" ; +label variable ER44581 "HEHC SLF RPT: DEPRESSION AGE 3--HD" ; +label variable ER44582 "HEHC SLF RPT: DEPRESSION AGE 4--HD" ; +label variable ER44583 "HEHC SLF RPT: DEPRESSION AGE 5--HD" ; +label variable ER44584 "HEHC SLF RPT: DEPRESSION AGE 6--HD" ; +label variable ER44585 "HEHC SLF RPT: DEPRESSION AGE 7--HD" ; +label variable ER44586 "HEHC SLF RPT: DEPRESSION AGE 8--HD" ; +label variable ER44587 "HEHC SLF RPT: DEPRESSION AGE 9--HD" ; +label variable ER44588 "HEHC SLF RPT: DEPRESSION AGE 10--HD" ; +label variable ER44589 "HEHC SLF RPT: DEPRESSION AGE 11--HD" ; +label variable ER44590 "HEHC SLF RPT: DEPRESSION AGE 12--HD" ; +label variable ER44591 "HEHC SLF RPT: DEPRESSION AGE 13--HD" ; +label variable ER44592 "HEHC SLF RPT: DEPRESSION AGE 14--HD" ; +label variable ER44593 "HEHC SLF RPT: DEPRESSION AGE 15--HD" ; +label variable ER44594 "HEHC SLF RPT: DEPRESSION AGE 16--HD" ; +label variable ER44595 "HEHC SLF RPT: DEPRESSION AGE 17+--HD" ; +label variable ER44596 "HEHC SLF RPT: AGE END DEPRESSION--HD" ; +label variable ER44597 "HEHC SLF RPT: DRUG/AL PROB B4 AGE 1--HD" ; +label variable ER44598 "HEHC SLF RPT: DRUG/AL PROB AGE 1--HD" ; +label variable ER44599 "HEHC SLF RPT: DRUG/AL PROB AGE 2--HD" ; +label variable ER44600 "HEHC SLF RPT: DRUG/AL PROB AGE 3--HD" ; +label variable ER44601 "HEHC SLF RPT: DRUG/AL PROB AGE 4--HD" ; +label variable ER44602 "HEHC SLF RPT: DRUG/AL PROB AGE 5--HD" ; +label variable ER44603 "HEHC SLF RPT: DRUG/AL PROB AGE 6--HD" ; +label variable ER44604 "HEHC SLF RPT: DRUG/AL PROB AGE 7--HD" ; +label variable ER44605 "HEHC SLF RPT: DRUG/AL PROB AGE 8--HD" ; +label variable ER44606 "HEHC SLF RPT: DRUG/AL PROB AGE 9--HD" ; +label variable ER44607 "HEHC SLF RPT: DRUG/AL PROB AGE 10--HD" ; +label variable ER44608 "HEHC SLF RPT: DRUG/AL PROB AGE 11--HD" ; +label variable ER44609 "HEHC SLF RPT: DRUG/AL PROB AGE 12--HD" ; +label variable ER44610 "HEHC SLF RPT: DRUG/AL PROB AGE 13--HD" ; +label variable ER44611 "HEHC SLF RPT: DRUG/AL PROB AGE 14--HD" ; +label variable ER44612 "HEHC SLF RPT: DRUG/AL PROB AGE 15--HD" ; +label variable ER44613 "HEHC SLF RPT: DRUG/AL PROB AGE 16--HD" ; +label variable ER44614 "HEHC SLF RPT: DRUG/AL PROB AGE 17+--HD" ; +label variable ER44615 "HEHC SLF RPT: AGE END DRUG/AL PROB--HD" ; +label variable ER44616 "HEHC SLF RPT: OTR PSYCH PROB B4 AGE 1--H" ; +label variable ER44617 "HEHC SLF RPT: OTR PSYCH PROB AGE 1--HD" ; +label variable ER44618 "HEHC SLF RPT: OTR PSYCH PROB AGE 2--HD" ; +label variable ER44619 "HEHC SLF RPT: OTR PSYCH PROB AGE 3--HD" ; +label variable ER44620 "HEHC SLF RPT: OTR PSYCH PROB AGE 4--HD" ; +label variable ER44621 "HEHC SLF RPT: OTR PSYCH PROB AGE 5--HD" ; +label variable ER44622 "HEHC SLF RPT: OTR PSYCH PROB AGE 6--HD" ; +label variable ER44623 "HEHC SLF RPT: OTR PSYCH PROB AGE 7--HD" ; +label variable ER44624 "HEHC SLF RPT: OTR PSYCH PROB AGE 8--HD" ; +label variable ER44625 "HEHC SLF RPT: OTR PSYCH PROB AGE 9--HD" ; +label variable ER44626 "HEHC SLF RPT: OTR PSYCH PROB AGE 10--HD" ; +label variable ER44627 "HEHC SLF RPT: OTR PSYCH PROB AGE 11--HD" ; +label variable ER44628 "HEHC SLF RPT: OTR PSYCH PROB AGE 12--HD" ; +label variable ER44629 "HEHC SLF RPT: OTR PSYCH PROB AGE 13--HD" ; +label variable ER44630 "HEHC SLF RPT: OTR PSYCH PROB AGE 14--HD" ; +label variable ER44631 "HEHC SLF RPT: OTR PSYCH PROB AGE 15--HD" ; +label variable ER44632 "HEHC SLF RPT: OTR PSYCH PROB AGE 16--HD" ; +label variable ER44633 "HEHC SLF RPT: OTR PSYCH PROB AGE 17+--HD" ; +label variable ER44634 "HEHC SLF RPT: AGE END OTR PSYCH PROB--HD" ; +label variable ER44635 "HEHC SP REPORT: YEAR 1ST REPORT--HD" ; +label variable ER44636 "HEHC SP RPT: PAR SEP B4 AGE 1--HD" ; +label variable ER44637 "HEHC SP RPT: PAR SEP AGE 1--HD" ; +label variable ER44638 "HEHC SP RPT: PAR SEP AGE 2--HD" ; +label variable ER44639 "HEHC SP RPT: PAR SEP AGE 3--HD" ; +label variable ER44640 "HEHC SP RPT: PAR SEP AGE 4--HD" ; +label variable ER44641 "HEHC SP RPT: PAR SEP AGE 5--HD" ; +label variable ER44642 "HEHC SP RPT: PAR SEP AGE 6--HD" ; +label variable ER44643 "HEHC SP RPT: PAR SEP AGE 7--HD" ; +label variable ER44644 "HEHC SP RPT: PAR SEP AGE 8--HD" ; +label variable ER44645 "HEHC SP RPT: PAR SEP AGE 9--HD" ; +label variable ER44646 "HEHC SP RPT: PAR SEP AGE 10--HD" ; +label variable ER44647 "HEHC SP RPT: PAR SEP AGE 11--HD" ; +label variable ER44648 "HEHC SP RPT: PAR SEP AGE 12--HD" ; +label variable ER44649 "HEHC SP RPT: PAR SEP AGE 13--HD" ; +label variable ER44650 "HEHC SP RPT: PAR SEP AGE 14--HD" ; +label variable ER44651 "HEHC SP RPT: PAR SEP AGE 15--HD" ; +label variable ER44652 "HEHC SP RPT: PAR SEP AGE 16--HD" ; +label variable ER44653 "HEHC SP RPT: MOVE B4 AGE 1--HD" ; +label variable ER44654 "HEHC SP RPT: MOVE AGE 1--HD" ; +label variable ER44655 "HEHC SP RPT: MOVE AGE 2--HD" ; +label variable ER44656 "HEHC SP RPT: MOVE AGE 3--HD" ; +label variable ER44657 "HEHC SP RPT: MOVE AGE 4--HD" ; +label variable ER44658 "HEHC SP RPT: MOVE AGE 5--HD" ; +label variable ER44659 "HEHC SP RPT: MOVE AGE 6--HD" ; +label variable ER44660 "HEHC SP RPT: MOVE AGE 7--HD" ; +label variable ER44661 "HEHC SP RPT: MOVE AGE 8--HD" ; +label variable ER44662 "HEHC SP RPT: MOVE AGE 9--HD" ; +label variable ER44663 "HEHC SP RPT: MOVE AGE 10--HD" ; +label variable ER44664 "HEHC SP RPT: MOVE AGE 11--HD" ; +label variable ER44665 "HEHC SP RPT: MOVE AGE 12--HD" ; +label variable ER44666 "HEHC SP RPT: MOVE AGE 13--HD" ; +label variable ER44667 "HEHC SP RPT: MOVE AGE 14--HD" ; +label variable ER44668 "HEHC SP RPT: MOVE AGE 15--HD" ; +label variable ER44669 "HEHC SP RPT: MOVE AGE 16--HD" ; +label variable ER44670 "HEHC SP RPT: SCHOOL B4 AGE 1--HD" ; +label variable ER44671 "HEHC SP RPT: SCHOOL AGE 1--HD" ; +label variable ER44672 "HEHC SP RPT: SCHOOL AGE 2--HD" ; +label variable ER44673 "HEHC SP RPT: SCHOOL AGE 3--HD" ; +label variable ER44674 "HEHC SP RPT: SCHOOL AGE 4--HD" ; +label variable ER44675 "HEHC SP RPT: SCHOOL AGE 5--HD" ; +label variable ER44676 "HEHC SP RPT: SCHOOL AGE 6--HD" ; +label variable ER44677 "HEHC SP RPT: SCHOOL AGE 7--HD" ; +label variable ER44678 "HEHC SP RPT: SCHOOL AGE 8--HD" ; +label variable ER44679 "HEHC SP RPT: SCHOOL AGE 9--HD" ; +label variable ER44680 "HEHC SP RPT: SCHOOL AGE 10--HD" ; +label variable ER44681 "HEHC SP RPT: SCHOOL AGE 11--HD" ; +label variable ER44682 "HEHC SP RPT: SCHOOL AGE 12--HD" ; +label variable ER44683 "HEHC SP RPT: SCHOOL AGE 13--HD" ; +label variable ER44684 "HEHC SP RPT: SCHOOL AGE 14--HD" ; +label variable ER44685 "HEHC SP RPT: SCHOOL AGE 15--HD" ; +label variable ER44686 "HEHC SP RPT: SCHOOL AGE 16--HD" ; +label variable ER44687 "HEHC SP RPT: ASTHMA B4 AGE 1--HD" ; +label variable ER44688 "HEHC SP RPT: ASTHMA AGE 1--HD" ; +label variable ER44689 "HEHC SP RPT: ASTHMA AGE 2--HD" ; +label variable ER44690 "HEHC SP RPT: ASTHMA AGE 3--HD" ; +label variable ER44691 "HEHC SP RPT: ASTHMA AGE 4--HD" ; +label variable ER44692 "HEHC SP RPT: ASTHMA AGE 5--HD" ; +label variable ER44693 "HEHC SP RPT: ASTHMA AGE 6--HD" ; +label variable ER44694 "HEHC SP RPT: ASTHMA AGE 7--HD" ; +label variable ER44695 "HEHC SP RPT: ASTHMA AGE 8--HD" ; +label variable ER44696 "HEHC SP RPT: ASTHMA AGE 9--HD" ; +label variable ER44697 "HEHC SP RPT: ASTHMA AGE 10--HD" ; +label variable ER44698 "HEHC SP RPT: ASTHMA AGE 11--HD" ; +label variable ER44699 "HEHC SP RPT: ASTHMA AGE 12--HD" ; +label variable ER44700 "HEHC SP RPT: ASTHMA AGE 13--HD" ; +label variable ER44701 "HEHC SP RPT: ASTHMA AGE 14--HD" ; +label variable ER44702 "HEHC SP RPT: ASTHMA AGE 15--HD" ; +label variable ER44703 "HEHC SP RPT: ASTHMA AGE 16--HD" ; +label variable ER44704 "HEHC SP RPT: ASTHMA AGE 17+--HD" ; +label variable ER44705 "HEHC SP RPT: AGE END ASTHMA--HD" ; +label variable ER44706 "HEHC SP RPT: DIABETES B4 AGE 1--HD" ; +label variable ER44707 "HEHC SP RPT: DIABETES AGE 1--HD" ; +label variable ER44708 "HEHC SP RPT: DIABETES AGE 2--HD" ; +label variable ER44709 "HEHC SP RPT: DIABETES AGE 3--HD" ; +label variable ER44710 "HEHC SP RPT: DIABETES AGE 4--HD" ; +label variable ER44711 "HEHC SP RPT: DIABETES AGE 5--HD" ; +label variable ER44712 "HEHC SP RPT: DIABETES AGE 6--HD" ; +label variable ER44713 "HEHC SP RPT: DIABETES AGE 7--HD" ; +label variable ER44714 "HEHC SP RPT: DIABETES AGE 8--HD" ; +label variable ER44715 "HEHC SP RPT: DIABETES AGE 9--HD" ; +label variable ER44716 "HEHC SP RPT: DIABETES AGE 10--HD" ; +label variable ER44717 "HEHC SP RPT: DIABETES AGE 11--HD" ; +label variable ER44718 "HEHC SP RPT: DIABETES AGE 12--HD" ; +label variable ER44719 "HEHC SP RPT: DIABETES AGE 13--HD" ; +label variable ER44720 "HEHC SP RPT: DIABETES AGE 14--HD" ; +label variable ER44721 "HEHC SP RPT: DIABETES AGE 15--HD" ; +label variable ER44722 "HEHC SP RPT: DIABETES AGE 16--HD" ; +label variable ER44723 "HEHC SP RPT: DIABETES AGE 17+--HD" ; +label variable ER44724 "HEHC SP RPT: AGE END DIABETES--HD" ; +label variable ER44725 "HEHC SP RPT: RESP DIS B4 AGE 1--HD" ; +label variable ER44726 "HEHC SP RPT: RESP DIS AGE 1--HD" ; +label variable ER44727 "HEHC SP RPT: RESP DIS AGE 2--HD" ; +label variable ER44728 "HEHC SP RPT: RESP DIS AGE 3--HD" ; +label variable ER44729 "HEHC SP RPT: RESP DIS AGE 4--HD" ; +label variable ER44730 "HEHC SP RPT: RESP DIS AGE 5--HD" ; +label variable ER44731 "HEHC SP RPT: RESP DIS AGE 6--HD" ; +label variable ER44732 "HEHC SP RPT: RESP DIS AGE 7--HD" ; +label variable ER44733 "HEHC SP RPT: RESP DIS AGE 8--HD" ; +label variable ER44734 "HEHC SP RPT: RESP DIS AGE 9--HD" ; +label variable ER44735 "HEHC SP RPT: RESP DIS AGE 10--HD" ; +label variable ER44736 "HEHC SP RPT: RESP DIS AGE 11--HD" ; +label variable ER44737 "HEHC SP RPT: RESP DIS AGE 12--HD" ; +label variable ER44738 "HEHC SP RPT: RESP DIS AGE 13--HD" ; +label variable ER44739 "HEHC SP RPT: RESP DIS AGE 14--HD" ; +label variable ER44740 "HEHC SP RPT: RESP DIS AGE 15--HD" ; +label variable ER44741 "HEHC SP RPT: RESP DIS AGE 16--HD" ; +label variable ER44742 "HEHC SP RPT: RESP DIS AGE 17+--HD" ; +label variable ER44743 "HEHC SP RPT: AGE END RESP DIS--HD" ; +label variable ER44744 "HEHC SP RPT: SPCH IMPAIR B4 AGE 1--HD" ; +label variable ER44745 "HEHC SP RPT: SPCH IMPAIR AGE 1--HD" ; +label variable ER44746 "HEHC SP RPT: SPCH IMPAIR AGE 2--HD" ; +label variable ER44747 "HEHC SP RPT: SPCH IMPAIR AGE 3--HD" ; +label variable ER44748 "HEHC SP RPT: SPCH IMPAIR AGE 4--HD" ; +label variable ER44749 "HEHC SP RPT: SPCH IMPAIR AGE 5--HD" ; +label variable ER44750 "HEHC SP RPT: SPCH IMPAIR AGE 6--HD" ; +label variable ER44751 "HEHC SP RPT: SPCH IMPAIR AGE 7--HD" ; +label variable ER44752 "HEHC SP RPT: SPCH IMPAIR AGE 8--HD" ; +label variable ER44753 "HEHC SP RPT: SPCH IMPAIR AGE 9--HD" ; +label variable ER44754 "HEHC SP RPT: SPCH IMPAIR AGE 10--HD" ; +label variable ER44755 "HEHC SP RPT: SPCH IMPAIR AGE 11--HD" ; +label variable ER44756 "HEHC SP RPT: SPCH IMPAIR AGE 12--HD" ; +label variable ER44757 "HEHC SP RPT: SPCH IMPAIR AGE 13--HD" ; +label variable ER44758 "HEHC SP RPT: SPCH IMPAIR AGE 14--HD" ; +label variable ER44759 "HEHC SP RPT: SPCH IMPAIR AGE 15--HD" ; +label variable ER44760 "HEHC SP RPT: SPCH IMPAIR AGE 16--HD" ; +label variable ER44761 "HEHC SP RPT: SPCH IMPAIR AGE 17+--HD" ; +label variable ER44762 "HEHC SP RPT: AGE END SPCH IMPAIR--HD" ; +label variable ER44763 "HEHC SP RPT: ALLERGY B4 AGE 1--HD" ; +label variable ER44764 "HEHC SP RPT: ALLERGY AGE 1--HD" ; +label variable ER44765 "HEHC SP RPT: ALLERGY AGE 2--HD" ; +label variable ER44766 "HEHC SP RPT: ALLERGY AGE 3--HD" ; +label variable ER44767 "HEHC SP RPT: ALLERGY AGE 4--HD" ; +label variable ER44768 "HEHC SP RPT: ALLERGY AGE 5--HD" ; +label variable ER44769 "HEHC SP RPT: ALLERGY AGE 6--HD" ; +label variable ER44770 "HEHC SP RPT: ALLERGY AGE 7--HD" ; +label variable ER44771 "HEHC SP RPT: ALLERGY AGE 8--HD" ; +label variable ER44772 "HEHC SP RPT: ALLERGY AGE 9--HD" ; +label variable ER44773 "HEHC SP RPT: ALLERGY AGE 10--HD" ; +label variable ER44774 "HEHC SP RPT: ALLERGY AGE 11--HD" ; +label variable ER44775 "HEHC SP RPT: ALLERGY AGE 12--HD" ; +label variable ER44776 "HEHC SP RPT: ALLERGY AGE 13--HD" ; +label variable ER44777 "HEHC SP RPT: ALLERGY AGE 14--HD" ; +label variable ER44778 "HEHC SP RPT: ALLERGY AGE 15--HD" ; +label variable ER44779 "HEHC SP RPT: ALLERGY AGE 16--HD" ; +label variable ER44780 "HEHC SP RPT: ALLERGY AGE 17+--HD" ; +label variable ER44781 "HEHC SP RPT: AGE END ALLERGY--HD" ; +label variable ER44782 "HEHC SP RPT: HEART TRBL B4 AGE 1--HD" ; +label variable ER44783 "HEHC SP RPT: HEART TRBL AGE 1--HD" ; +label variable ER44784 "HEHC SP RPT: HEART TRBL AGE 2--HD" ; +label variable ER44785 "HEHC SP RPT: HEART TRBL AGE 3--HD" ; +label variable ER44786 "HEHC SP RPT: HEART TRBL AGE 4--HD" ; +label variable ER44787 "HEHC SP RPT: HEART TRBL AGE 5--HD" ; +label variable ER44788 "HEHC SP RPT: HEART TRBL AGE 6--HD" ; +label variable ER44789 "HEHC SP RPT: HEART TRBL AGE 7--HD" ; +label variable ER44790 "HEHC SP RPT: HEART TRBL AGE 8--HD" ; +label variable ER44791 "HEHC SP RPT: HEART TRBL AGE 9--HD" ; +label variable ER44792 "HEHC SP RPT: HEART TRBL AGE 10--HD" ; +label variable ER44793 "HEHC SP RPT: HEART TRBL AGE 11--HD" ; +label variable ER44794 "HEHC SP RPT: HEART TRBL AGE 12--HD" ; +label variable ER44795 "HEHC SP RPT: HEART TRBL AGE 13--HD" ; +label variable ER44796 "HEHC SP RPT: HEART TRBL AGE 14--HD" ; +label variable ER44797 "HEHC SP RPT: HEART TRBL AGE 15--HD" ; +label variable ER44798 "HEHC SP RPT: HEART TRBL AGE 16--HD" ; +label variable ER44799 "HEHC SP RPT: HEART TRBL AGE 17+--HD" ; +label variable ER44800 "HEHC SP RPT: AGE END HEART TRBL--HD" ; +label variable ER44801 "HEHC SP RPT: EAR PROBS B4 AGE 1--HD" ; +label variable ER44802 "HEHC SP RPT: EAR PROBS AGE 1--HD" ; +label variable ER44803 "HEHC SP RPT: EAR PROBS AGE 2--HD" ; +label variable ER44804 "HEHC SP RPT: EAR PROBS AGE 3--HD" ; +label variable ER44805 "HEHC SP RPT: EAR PROBS AGE 4--HD" ; +label variable ER44806 "HEHC SP RPT: EAR PROBS AGE 5--HD" ; +label variable ER44807 "HEHC SP RPT: EAR PROBS AGE 6--HD" ; +label variable ER44808 "HEHC SP RPT: EAR PROBS AGE 7--HD" ; +label variable ER44809 "HEHC SP RPT: EAR PROBS AGE 8--HD" ; +label variable ER44810 "HEHC SP RPT: EAR PROBS AGE 9--HD" ; +label variable ER44811 "HEHC SP RPT: EAR PROBS AGE 10--HD" ; +label variable ER44812 "HEHC SP RPT: EAR PROBS AGE 11--HD" ; +label variable ER44813 "HEHC SP RPT: EAR PROBS AGE 12--HD" ; +label variable ER44814 "HEHC SP RPT: EAR PROBS AGE 13--HD" ; +label variable ER44815 "HEHC SP RPT: EAR PROBS AGE 14--HD" ; +label variable ER44816 "HEHC SP RPT: EAR PROBS AGE 15--HD" ; +label variable ER44817 "HEHC SP RPT: EAR PROBS AGE 16--HD" ; +label variable ER44818 "HEHC SP RPT: EAR PROBS AGE 17+--HD" ; +label variable ER44819 "HEHC SP RPT: AGE END EAR PROBS--HD" ; +label variable ER44820 "HEHC SP RPT: EPILEPSY B4 AGE 1--HD" ; +label variable ER44821 "HEHC SP RPT: EPILEPSY AGE 1--HD" ; +label variable ER44822 "HEHC SP RPT: EPILEPSY AGE 2--HD" ; +label variable ER44823 "HEHC SP RPT: EPILEPSY AGE 3--HD" ; +label variable ER44824 "HEHC SP RPT: EPILEPSY AGE 4--HD" ; +label variable ER44825 "HEHC SP RPT: EPILEPSY AGE 5--HD" ; +label variable ER44826 "HEHC SP RPT: EPILEPSY AGE 6--HD" ; +label variable ER44827 "HEHC SP RPT: EPILEPSY AGE 7--HD" ; +label variable ER44828 "HEHC SP RPT: EPILEPSY AGE 8--HD" ; +label variable ER44829 "HEHC SP RPT: EPILEPSY AGE 9--HD" ; +label variable ER44830 "HEHC SP RPT: EPILEPSY AGE 10--HD" ; +label variable ER44831 "HEHC SP RPT: EPILEPSY AGE 11--HD" ; +label variable ER44832 "HEHC SP RPT: EPILEPSY AGE 12--HD" ; +label variable ER44833 "HEHC SP RPT: EPILEPSY AGE 13--HD" ; +label variable ER44834 "HEHC SP RPT: EPILEPSY AGE 14--HD" ; +label variable ER44835 "HEHC SP RPT: EPILEPSY AGE 15--HD" ; +label variable ER44836 "HEHC SP RPT: EPILEPSY AGE 16--HD" ; +label variable ER44837 "HEHC SP RPT: EPILEPSY AGE 17+--HD" ; +label variable ER44838 "HEHC SP RPT: AGE END EPILEPSY--HD" ; +label variable ER44839 "HEHC SP RPT: HEADACHE B4 AGE 1--HD" ; +label variable ER44840 "HEHC SP RPT: HEADACHE AGE 1--HD" ; +label variable ER44841 "HEHC SP RPT: HEADACHE AGE 2--HD" ; +label variable ER44842 "HEHC SP RPT: HEADACHE AGE 3--HD" ; +label variable ER44843 "HEHC SP RPT: HEADACHE AGE 4--HD" ; +label variable ER44844 "HEHC SP RPT: HEADACHE AGE 5--HD" ; +label variable ER44845 "HEHC SP RPT: HEADACHE AGE 6--HD" ; +label variable ER44846 "HEHC SP RPT: HEADACHE AGE 7--HD" ; +label variable ER44847 "HEHC SP RPT: HEADACHE AGE 8--HD" ; +label variable ER44848 "HEHC SP RPT: HEADACHE AGE 9--HD" ; +label variable ER44849 "HEHC SP RPT: HEADACHE AGE 10--HD" ; +label variable ER44850 "HEHC SP RPT: HEADACHE AGE 11--HD" ; +label variable ER44851 "HEHC SP RPT: HEADACHE AGE 12--HD" ; +label variable ER44852 "HEHC SP RPT: HEADACHE AGE 13--HD" ; +label variable ER44853 "HEHC SP RPT: HEADACHE AGE 14--HD" ; +label variable ER44854 "HEHC SP RPT: HEADACHE AGE 15--HD" ; +label variable ER44855 "HEHC SP RPT: HEADACHE AGE 16--HD" ; +label variable ER44856 "HEHC SP RPT: HEADACHE AGE 17+--HD" ; +label variable ER44857 "HEHC SP RPT: AGE END HEADACHE--HD" ; +label variable ER44858 "HEHC SP RPT: STOM PROB B4 AGE 1--HD" ; +label variable ER44859 "HEHC SP RPT: STOM PROB AGE 1--HD" ; +label variable ER44860 "HEHC SP RPT: STOM PROB AGE 2--HD" ; +label variable ER44861 "HEHC SP RPT: STOM PROB AGE 3--HD" ; +label variable ER44862 "HEHC SP RPT: STOM PROB AGE 4--HD" ; +label variable ER44863 "HEHC SP RPT: STOM PROB AGE 5--HD" ; +label variable ER44864 "HEHC SP RPT: STOM PROB AGE 6--HD" ; +label variable ER44865 "HEHC SP RPT: STOM PROB AGE 7--HD" ; +label variable ER44866 "HEHC SP RPT: STOM PROB AGE 8--HD" ; +label variable ER44867 "HEHC SP RPT: STOM PROB AGE 9--HD" ; +label variable ER44868 "HEHC SP RPT: STOM PROB AGE 10--HD" ; +label variable ER44869 "HEHC SP RPT: STOM PROB AGE 11--HD" ; +label variable ER44870 "HEHC SP RPT: STOM PROB AGE 12--HD" ; +label variable ER44871 "HEHC SP RPT: STOM PROB AGE 13--HD" ; +label variable ER44872 "HEHC SP RPT: STOM PROB AGE 14--HD" ; +label variable ER44873 "HEHC SP RPT: STOM PROB AGE 15--HD" ; +label variable ER44874 "HEHC SP RPT: STOM PROB AGE 16--HD" ; +label variable ER44875 "HEHC SP RPT: STOM PROB AGE 17+--HD" ; +label variable ER44876 "HEHC SP RPT: AGE END STOM PROB--HD" ; +label variable ER44877 "HEHC SP RPT: HGH BLOOD PR B4 AGE 1--HD" ; +label variable ER44878 "HEHC SP RPT: HGH BLOOD PR AGE 1--HD" ; +label variable ER44879 "HEHC SP RPT: HGH BLOOD PR AGE 2--HD" ; +label variable ER44880 "HEHC SP RPT: HGH BLOOD PR AGE 3--HD" ; +label variable ER44881 "HEHC SP RPT: HGH BLOOD PR AGE 4--HD" ; +label variable ER44882 "HEHC SP RPT: HGH BLOOD PR AGE 5--HD" ; +label variable ER44883 "HEHC SP RPT: HGH BLOOD PR AGE 6--HD" ; +label variable ER44884 "HEHC SP RPT: HGH BLOOD PR AGE 7--HD" ; +label variable ER44885 "HEHC SP RPT: HGH BLOOD PR AGE 8--HD" ; +label variable ER44886 "HEHC SP RPT: HGH BLOOD PR AGE 9--HD" ; +label variable ER44887 "HEHC SP RPT: HGH BLOOD PR AGE 10--HD" ; +label variable ER44888 "HEHC SP RPT: HGH BLOOD PR AGE 11--HD" ; +label variable ER44889 "HEHC SP RPT: HGH BLOOD PR AGE 12--HD" ; +label variable ER44890 "HEHC SP RPT: HGH BLOOD PR AGE 13--HD" ; +label variable ER44891 "HEHC SP RPT: HGH BLOOD PR AGE 14--HD" ; +label variable ER44892 "HEHC SP RPT: HGH BLOOD PR AGE 15--HD" ; +label variable ER44893 "HEHC SP RPT: HGH BLOOD PR AGE 16--HD" ; +label variable ER44894 "HEHC SP RPT: HGH BLOOD PR AGE 17+--HD" ; +label variable ER44895 "HEHC SP RPT: AGE END HGH BLD PR--HD" ; +label variable ER44896 "HEHC SP RPT: DEPRESSION B4 AGE 1--HD" ; +label variable ER44897 "HEHC SP RPT: DEPRESSION AGE 1--HD" ; +label variable ER44898 "HEHC SP RPT: DEPRESSION AGE 2--HD" ; +label variable ER44899 "HEHC SP RPT: DEPRESSION AGE 3--HD" ; +label variable ER44900 "HEHC SP RPT: DEPRESSION AGE 4--HD" ; +label variable ER44901 "HEHC SP RPT: DEPRESSION AGE 5--HD" ; +label variable ER44902 "HEHC SP RPT: DEPRESSION AGE 6--HD" ; +label variable ER44903 "HEHC SP RPT: DEPRESSION AGE 7--HD" ; +label variable ER44904 "HEHC SP RPT: DEPRESSION AGE 8--HD" ; +label variable ER44905 "HEHC SP RPT: DEPRESSION AGE 9--HD" ; +label variable ER44906 "HEHC SP RPT: DEPRESSION AGE 10--HD" ; +label variable ER44907 "HEHC SP RPT: DEPRESSION AGE 11--HD" ; +label variable ER44908 "HEHC SP RPT: DEPRESSION AGE 12--HD" ; +label variable ER44909 "HEHC SP RPT: DEPRESSION AGE 13--HD" ; +label variable ER44910 "HEHC SP RPT: DEPRESSION AGE 14--HD" ; +label variable ER44911 "HEHC SP RPT: DEPRESSION AGE 15--HD" ; +label variable ER44912 "HEHC SP RPT: DEPRESSION AGE 16--HD" ; +label variable ER44913 "HEHC SP RPT: DEPRESSION AGE 17+--HD" ; +label variable ER44914 "HEHC SP RPT: AGE END DEPRESSION--HD" ; +label variable ER44915 "HEHC SP RPT: DRUG/AL PROB B4 AGE 1--HD" ; +label variable ER44916 "HEHC SP RPT: DRUG/AL PROB AGE 1--HD" ; +label variable ER44917 "HEHC SP RPT: DRUG/AL PROB AGE 2--HD" ; +label variable ER44918 "HEHC SP RPT: DRUG/AL PROB AGE 3--HD" ; +label variable ER44919 "HEHC SP RPT: DRUG/AL PROB AGE 4--HD" ; +label variable ER44920 "HEHC SP RPT: DRUG/AL PROB AGE 5--HD" ; +label variable ER44921 "HEHC SP RPT: DRUG/AL PROB AGE 6--HD" ; +label variable ER44922 "HEHC SP RPT: DRUG/AL PROB AGE 7--HD" ; +label variable ER44923 "HEHC SP RPT: DRUG/AL PROB AGE 8--HD" ; +label variable ER44924 "HEHC SP RPT: DRUG/AL PROB AGE 9--HD" ; +label variable ER44925 "HEHC SP RPT: DRUG/AL PROB AGE 10--HD" ; +label variable ER44926 "HEHC SP RPT: DRUG/AL PROB AGE 11--HD" ; +label variable ER44927 "HEHC SP RPT: DRUG/AL PROB AGE 12--HD" ; +label variable ER44928 "HEHC SP RPT: DRUG/AL PROB AGE 13--HD" ; +label variable ER44929 "HEHC SP RPT: DRUG/AL PROB AGE 14--HD" ; +label variable ER44930 "HEHC SP RPT: DRUG/AL PROB AGE 15--HD" ; +label variable ER44931 "HEHC SP RPT: DRUG/AL PROB AGE 16--HD" ; +label variable ER44932 "HEHC SP RPT: DRUG/AL PROB AGE 17+--HD" ; +label variable ER44933 "HEHC SP RPT: AGE END DRUG/AL PROB--HD" ; +label variable ER44934 "HEHC SP RPT: OTR PSYCH PROB B4 AGE 1--HD" ; +label variable ER44935 "HEHC SP RPT: OTR PSYCH PROB AGE 1--HD" ; +label variable ER44936 "HEHC SP RPT: OTR PSYCH PROB AGE 2--HD" ; +label variable ER44937 "HEHC SP RPT: OTR PSYCH PROB AGE 3--HD" ; +label variable ER44938 "HEHC SP RPT: OTR PSYCH PROB AGE 4--HD" ; +label variable ER44939 "HEHC SP RPT: OTR PSYCH PROB AGE 5--HD" ; +label variable ER44940 "HEHC SP RPT: OTR PSYCH PROB AGE 6--HD" ; +label variable ER44941 "HEHC SP RPT: OTR PSYCH PROB AGE 7--HD" ; +label variable ER44942 "HEHC SP RPT: OTR PSYCH PROB AGE 8--HD" ; +label variable ER44943 "HEHC SP RPT: OTR PSYCH PROB AGE 9--HD" ; +label variable ER44944 "HEHC SP RPT: OTR PSYCH PROB AGE 10--HD" ; +label variable ER44945 "HEHC SP RPT: OTR PSYCH PROB AGE 11--HD" ; +label variable ER44946 "HEHC SP RPT: OTR PSYCH PROB AGE 12--HD" ; +label variable ER44947 "HEHC SP RPT: OTR PSYCH PROB AGE 13--HD" ; +label variable ER44948 "HEHC SP RPT: OTR PSYCH PROB AGE 14--HD" ; +label variable ER44949 "HEHC SP RPT: OTR PSYCH PROB AGE 15--HD" ; +label variable ER44950 "HEHC SP RPT: OTR PSYCH PROB AGE 16--HD" ; +label variable ER44951 "HEHC SP RPT: OTR PSYCH PROB AGE 17+--HD" ; +label variable ER44952 "HEHC SP RPT: AGE END OTR PSYCH PROB--HD" ; +label variable ER44953 "HEHC OTR RPT: YEAR 1ST REPORT--HD" ; +label variable ER44954 "HEHC OTR RPT: PAR SEP B4 AGE 1--HD" ; +label variable ER44955 "HEHC OTR RPT: PAR SEP AGE 1--HD" ; +label variable ER44956 "HEHC OTR RPT: PAR SEP AGE 2--HD" ; +label variable ER44957 "HEHC OTR RPT: PAR SEP AGE 3--HD" ; +label variable ER44958 "HEHC OTR RPT: PAR SEP AGE 4--HD" ; +label variable ER44959 "HEHC OTR RPT: PAR SEP AGE 5--HD" ; +label variable ER44960 "HEHC OTR RPT: PAR SEP AGE 6--HD" ; +label variable ER44961 "HEHC OTR RPT: PAR SEP AGE 7--HD" ; +label variable ER44962 "HEHC OTR RPT: PAR SEP AGE 8--HD" ; +label variable ER44963 "HEHC OTR RPT: PAR SEP AGE 9--HD" ; +label variable ER44964 "HEHC OTR RPT: PAR SEP AGE 10--HD" ; +label variable ER44965 "HEHC OTR RPT: PAR SEP AGE 11--HD" ; +label variable ER44966 "HEHC OTR RPT: PAR SEP AGE 12--HD" ; +label variable ER44967 "HEHC OTR RPT: PAR SEP AGE 13--HD" ; +label variable ER44968 "HEHC OTR RPT: PAR SEP AGE 14--HD" ; +label variable ER44969 "HEHC OTR RPT: PAR SEP AGE 15--HD" ; +label variable ER44970 "HEHC OTR RPT: PAR SEP AGE 16--HD" ; +label variable ER44971 "HEHC OTR RPT: MOVE B4 AGE 1--HD" ; +label variable ER44972 "HEHC OTR RPT: MOVE AGE 1--HD" ; +label variable ER44973 "HEHC OTR RPT: MOVE AGE 2--HD" ; +label variable ER44974 "HEHC OTR RPT: MOVE AGE 3--HD" ; +label variable ER44975 "HEHC OTR RPT: MOVE AGE 4--HD" ; +label variable ER44976 "HEHC OTR RPT: MOVE AGE 5--HD" ; +label variable ER44977 "HEHC OTR RPT: MOVE AGE 6--HD" ; +label variable ER44978 "HEHC OTR RPT: MOVE AGE 7--HD" ; +label variable ER44979 "HEHC OTR RPT: MOVE AGE 8--HD" ; +label variable ER44980 "HEHC OTR RPT: MOVE AGE 9--HD" ; +label variable ER44981 "HEHC OTR RPT: MOVE AGE 10--HD" ; +label variable ER44982 "HEHC OTR RPT: MOVE AGE 11--HD" ; +label variable ER44983 "HEHC OTR RPT: MOVE AGE 12--HD" ; +label variable ER44984 "HEHC OTR RPT: MOVE AGE 13--HD" ; +label variable ER44985 "HEHC OTR RPT: MOVE AGE 14--HD" ; +label variable ER44986 "HEHC OTR RPT: MOVE AGE 15--HD" ; +label variable ER44987 "HEHC OTR RPT: MOVE AGE 16--HD" ; +label variable ER44988 "HEHC OTR RPT: SCHOOL B4 AGE 1--HD" ; +label variable ER44989 "HEHC OTR RPT: SCHOOL AGE 1--HD" ; +label variable ER44990 "HEHC OTR RPT: SCHOOL AGE 2--HD" ; +label variable ER44991 "HEHC OTR RPT: SCHOOL AGE 3--HD" ; +label variable ER44992 "HEHC OTR RPT: SCHOOL AGE 4--HD" ; +label variable ER44993 "HEHC OTR RPT: SCHOOL AGE 5--HD" ; +label variable ER44994 "HEHC OTR RPT: SCHOOL AGE 6--HD" ; +label variable ER44995 "HEHC OTR RPT: SCHOOL AGE 7--HD" ; +label variable ER44996 "HEHC OTR RPT: SCHOOL AGE 8--HD" ; +label variable ER44997 "HEHC OTR RPT: SCHOOL AGE 9--HD" ; +label variable ER44998 "HEHC OTR RPT: SCHOOL AGE 10--HD" ; +label variable ER44999 "HEHC OTR RPT: SCHOOL AGE 11--HD" ; +label variable ER45000 "HEHC OTR RPT: SCHOOL AGE 12--HD" ; +label variable ER45001 "HEHC OTR RPT: SCHOOL AGE 13--HD" ; +label variable ER45002 "HEHC OTR RPT: SCHOOL AGE 14--HD" ; +label variable ER45003 "HEHC OTR RPT: SCHOOL AGE 15--HD" ; +label variable ER45004 "HEHC OTR RPT: SCHOOL AGE 16--HD" ; +label variable ER45005 "HEHC OTR RPT: ASTHMA B4 AGE 1--HD" ; +label variable ER45006 "HEHC OTR RPT: ASTHMA AGE 1--HD" ; +label variable ER45007 "HEHC OTR RPT: ASTHMA AGE 2--HD" ; +label variable ER45008 "HEHC OTR RPT: ASTHMA AGE 3--HD" ; +label variable ER45009 "HEHC OTR RPT: ASTHMA AGE 4--HD" ; +label variable ER45010 "HEHC OTR RPT: ASTHMA AGE 5--HD" ; +label variable ER45011 "HEHC OTR RPT: ASTHMA AGE 6--HD" ; +label variable ER45012 "HEHC OTR RPT: ASTHMA AGE 7--HD" ; +label variable ER45013 "HEHC OTR RPT: ASTHMA AGE 8--HD" ; +label variable ER45014 "HEHC OTR RPT: ASTHMA AGE 9--HD" ; +label variable ER45015 "HEHC OTR RPT: ASTHMA AGE 10--HD" ; +label variable ER45016 "HEHC OTR RPT: ASTHMA AGE 11--HD" ; +label variable ER45017 "HEHC OTR RPT: ASTHMA AGE 12--HD" ; +label variable ER45018 "HEHC OTR RPT: ASTHMA AGE 13--HD" ; +label variable ER45019 "HEHC OTR RPT: ASTHMA AGE 14--HD" ; +label variable ER45020 "HEHC OTR RPT: ASTHMA AGE 15--HD" ; +label variable ER45021 "HEHC OTR RPT: ASTHMA AGE 16--HD" ; +label variable ER45022 "HEHC OTR RPT: ASTHMA AGE 17+--HD" ; +label variable ER45023 "HEHC OTR RPT: AGE END ASTHMA--HD" ; +label variable ER45024 "HEHC OTR RPT: DIABETES B4 AGE 1--HD" ; +label variable ER45025 "HEHC OTR RPT: DIABETES AGE 1--HD" ; +label variable ER45026 "HEHC OTR RPT: DIABETES AGE 2--HD" ; +label variable ER45027 "HEHC OTR RPT: DIABETES AGE 3--HD" ; +label variable ER45028 "HEHC OTR RPT: DIABETES AGE 4--HD" ; +label variable ER45029 "HEHC OTR RPT: DIABETES AGE 5--HD" ; +label variable ER45030 "HEHC OTR RPT: DIABETES AGE 6--HD" ; +label variable ER45031 "HEHC OTR RPT: DIABETES AGE 7--HD" ; +label variable ER45032 "HEHC OTR RPT: DIABETES AGE 8--HD" ; +label variable ER45033 "HEHC OTR RPT: DIABETES AGE 9--HD" ; +label variable ER45034 "HEHC OTR RPT: DIABETES AGE 10--HD" ; +label variable ER45035 "HEHC OTR RPT: DIABETES AGE 11--HD" ; +label variable ER45036 "HEHC OTR RPT: DIABETES AGE 12--HD" ; +label variable ER45037 "HEHC OTR RPT: DIABETES AGE 13--HD" ; +label variable ER45038 "HEHC OTR RPT: DIABETES AGE 14--HD" ; +label variable ER45039 "HEHC OTR RPT: DIABETES AGE 15--HD" ; +label variable ER45040 "HEHC OTR RPT: DIABETES AGE 16--HD" ; +label variable ER45041 "HEHC OTR RPT: DIABETES AGE 17+--HD" ; +label variable ER45042 "HEHC OTR RPT: AGE END DIABETES--HD" ; +label variable ER45043 "HEHC OTR RPT: RESP DIS B4 AGE 1--HD" ; +label variable ER45044 "HEHC OTR RPT: RESP DIS AGE 1--HD" ; +label variable ER45045 "HEHC OTR RPT: RESP DIS AGE 2--HD" ; +label variable ER45046 "HEHC OTR RPT: RESP DIS AGE 3--HD" ; +label variable ER45047 "HEHC OTR RPT: RESP DIS AGE 4--HD" ; +label variable ER45048 "HEHC OTR RPT: RESP DIS AGE 5--HD" ; +label variable ER45049 "HEHC OTR RPT: RESP DIS AGE 6--HD" ; +label variable ER45050 "HEHC OTR RPT: RESP DIS AGE 7--HD" ; +label variable ER45051 "HEHC OTR RPT: RESP DIS AGE 8--HD" ; +label variable ER45052 "HEHC OTR RPT: RESP DIS AGE 9--HD" ; +label variable ER45053 "HEHC OTR RPT: RESP DIS AGE 10--HD" ; +label variable ER45054 "HEHC OTR RPT: RESP DIS AGE 11--HD" ; +label variable ER45055 "HEHC OTR RPT: RESP DIS AGE 12--HD" ; +label variable ER45056 "HEHC OTR RPT: RESP DIS AGE 13--HD" ; +label variable ER45057 "HEHC OTR RPT: RESP DIS AGE 14--HD" ; +label variable ER45058 "HEHC OTR RPT: RESP DIS AGE 15--HD" ; +label variable ER45059 "HEHC OTR RPT: RESP DIS AGE 16--HD" ; +label variable ER45060 "HEHC OTR RPT: RESP DIS AGE 17+--HD" ; +label variable ER45061 "HEHC OTR RPT: AGE END RESP DIS--HD" ; +label variable ER45062 "HEHC OTR RPT: SPCH IMPAIR B4 AGE 1--HD" ; +label variable ER45063 "HEHC OTR RPT: SPCH IMPAIR AGE 1--HD" ; +label variable ER45064 "HEHC OTR RPT: SPCH IMPAIR AGE 2--HD" ; +label variable ER45065 "HEHC OTR RPT: SPCH IMPAIR AGE 3--HD" ; +label variable ER45066 "HEHC OTR RPT: SPCH IMPAIR AGE 4--HD" ; +label variable ER45067 "HEHC OTR RPT: SPCH IMPAIR AGE 5--HD" ; +label variable ER45068 "HEHC OTR RPT: SPCH IMPAIR AGE 6--HD" ; +label variable ER45069 "HEHC OTR RPT: SPCH IMPAIR AGE 7--HD" ; +label variable ER45070 "HEHC OTR RPT: SPCH IMPAIR AGE 8--HD" ; +label variable ER45071 "HEHC OTR RPT: SPCH IMPAIR AGE 9--HD" ; +label variable ER45072 "HEHC OTR RPT: SPCH IMPAIR AGE 10--HD" ; +label variable ER45073 "HEHC OTR RPT: SPCH IMPAIR AGE 11--HD" ; +label variable ER45074 "HEHC OTR RPT: SPCH IMPAIR AGE 12--HD" ; +label variable ER45075 "HEHC OTR RPT: SPCH IMPAIR AGE 13--HD" ; +label variable ER45076 "HEHC OTR RPT: SPCH IMPAIR AGE 14--HD" ; +label variable ER45077 "HEHC OTR RPT: SPCH IMPAIR AGE 15--HD" ; +label variable ER45078 "HEHC OTR RPT: SPCH IMPAIR AGE 16--HD" ; +label variable ER45079 "HEHC OTR RPT: SPCH IMPAIR AGE 17+--HD" ; +label variable ER45080 "HEHC OTR RPT: AGE END SPCH IMPAIR--HD" ; +label variable ER45081 "HEHC OTR RPT: ALLERGY B4 AGE 1--HD" ; +label variable ER45082 "HEHC OTR RPT: ALLERGY AGE 1--HD" ; +label variable ER45083 "HEHC OTR RPT: ALLERGY AGE 2--HD" ; +label variable ER45084 "HEHC OTR RPT: ALLERGY AGE 3--HD" ; +label variable ER45085 "HEHC OTR RPT: ALLERGY AGE 4--HD" ; +label variable ER45086 "HEHC OTR RPT: ALLERGY AGE 5--HD" ; +label variable ER45087 "HEHC OTR RPT: ALLERGY AGE 6--HD" ; +label variable ER45088 "HEHC OTR RPT: ALLERGY AGE 7--HD" ; +label variable ER45089 "HEHC OTR RPT: ALLERGY AGE 8--HD" ; +label variable ER45090 "HEHC OTR RPT: ALLERGY AGE 9--HD" ; +label variable ER45091 "HEHC OTR RPT: ALLERGY AGE 10--HD" ; +label variable ER45092 "HEHC OTR RPT: ALLERGY AGE 11--HD" ; +label variable ER45093 "HEHC OTR RPT: ALLERGY AGE 12--HD" ; +label variable ER45094 "HEHC OTR RPT: ALLERGY AGE 13--HD" ; +label variable ER45095 "HEHC OTR RPT: ALLERGY AGE 14--HD" ; +label variable ER45096 "HEHC OTR RPT: ALLERGY AGE 15--HD" ; +label variable ER45097 "HEHC OTR RPT: ALLERGY AGE 16--HD" ; +label variable ER45098 "HEHC OTR RPT: ALLERGY AGE 17+--HD" ; +label variable ER45099 "HEHC OTR RPT: AGE END ALLERGY--HD" ; +label variable ER45100 "HEHC OTR RPT: HEART TRBL B4 AGE 1--HD" ; +label variable ER45101 "HEHC OTR RPT: HEART TRBL AGE 1--HD" ; +label variable ER45102 "HEHC OTR RPT: HEART TRBL AGE 2--HD" ; +label variable ER45103 "HEHC OTR RPT: HEART TRBL AGE 3--HD" ; +label variable ER45104 "HEHC OTR RPT: HEART TRBL AGE 4--HD" ; +label variable ER45105 "HEHC OTR RPT: HEART TRBL AGE 5--HD" ; +label variable ER45106 "HEHC OTR RPT: HEART TRBL AGE 6--HD" ; +label variable ER45107 "HEHC OTR RPT: HEART TRBL AGE 7--HD" ; +label variable ER45108 "HEHC OTR RPT: HEART TRBL AGE 8--HD" ; +label variable ER45109 "HEHC OTR RPT: HEART TRBL AGE 9--HD" ; +label variable ER45110 "HEHC OTR RPT: HEART TRBL AGE 10--HD" ; +label variable ER45111 "HEHC OTR RPT: HEART TRBL AGE 11--HD" ; +label variable ER45112 "HEHC OTR RPT: HEART TRBL AGE 12--HD" ; +label variable ER45113 "HEHC OTR RPT: HEART TRBL AGE 13--HD" ; +label variable ER45114 "HEHC OTR RPT: HEART TRBL AGE 14--HD" ; +label variable ER45115 "HEHC OTR RPT: HEART TRBL AGE 15--HD" ; +label variable ER45116 "HEHC OTR RPT: HEART TRBL AGE 16--HD" ; +label variable ER45117 "HEHC OTR RPT: HEART TRBL AGE 17+--HD" ; +label variable ER45118 "HEHC OTR RPT: AGE END HEART TRBL--HD" ; +label variable ER45119 "HEHC OTR RPT: EAR PROBS B4 AGE 1--HD" ; +label variable ER45120 "HEHC OTR RPT: EAR PROBS AGE 1--HD" ; +label variable ER45121 "HEHC OTR RPT: EAR PROBS AGE 2--HD" ; +label variable ER45122 "HEHC OTR RPT: EAR PROBS AGE 3--HD" ; +label variable ER45123 "HEHC OTR RPT: EAR PROBS AGE 4--HD" ; +label variable ER45124 "HEHC OTR RPT: EAR PROBS AGE 5--HD" ; +label variable ER45125 "HEHC OTR RPT: EAR PROBS AGE 6--HD" ; +label variable ER45126 "HEHC OTR RPT: EAR PROBS AGE 7--HD" ; +label variable ER45127 "HEHC OTR RPT: EAR PROBS AGE 8--HD" ; +label variable ER45128 "HEHC OTR RPT: EAR PROBS AGE 9--HD" ; +label variable ER45129 "HEHC OTR RPT: EAR PROBS AGE 10--HD" ; +label variable ER45130 "HEHC OTR RPT: EAR PROBS AGE 11--HD" ; +label variable ER45131 "HEHC OTR RPT: EAR PROBS AGE 12--HD" ; +label variable ER45132 "HEHC OTR RPT: EAR PROBS AGE 13--HD" ; +label variable ER45133 "HEHC OTR RPT: EAR PROBS AGE 14--HD" ; +label variable ER45134 "HEHC OTR RPT: EAR PROBS AGE 15--HD" ; +label variable ER45135 "HEHC OTR RPT: EAR PROBS AGE 16--HD" ; +label variable ER45136 "HEHC OTR RPT: EAR PROBS AGE 17+--HD" ; +label variable ER45137 "HEHC OTR RPT: AGE END EAR PROBS--HD" ; +label variable ER45138 "HEHC OTR RPT: EPILEPSY B4 AGE 1--HD" ; +label variable ER45139 "HEHC OTR RPT: EPILEPSY AGE 1--HD" ; +label variable ER45140 "HEHC OTR RPT: EPILEPSY AGE 2--HD" ; +label variable ER45141 "HEHC OTR RPT: EPILEPSY AGE 3--HD" ; +label variable ER45142 "HEHC OTR RPT: EPILEPSY AGE 4--HD" ; +label variable ER45143 "HEHC OTR RPT: EPILEPSY AGE 5--HD" ; +label variable ER45144 "HEHC OTR RPT: EPILEPSY AGE 6--HD" ; +label variable ER45145 "HEHC OTR RPT: EPILEPSY AGE 7--HD" ; +label variable ER45146 "HEHC OTR RPT: EPILEPSY AGE 8--HD" ; +label variable ER45147 "HEHC OTR RPT: EPILEPSY AGE 9--HD" ; +label variable ER45148 "HEHC OTR RPT: EPILEPSY AGE 10--HD" ; +label variable ER45149 "HEHC OTR RPT: EPILEPSY AGE 11--HD" ; +label variable ER45150 "HEHC OTR RPT: EPILEPSY AGE 12--HD" ; +label variable ER45151 "HEHC OTR RPT: EPILEPSY AGE 13--HD" ; +label variable ER45152 "HEHC OTR RPT: EPILEPSY AGE 14--HD" ; +label variable ER45153 "HEHC OTR RPT: EPILEPSY AGE 15--HD" ; +label variable ER45154 "HEHC OTR RPT: EPILEPSY AGE 16--HD" ; +label variable ER45155 "HEHC OTR RPT: EPILEPSY AGE 17+--HD" ; +label variable ER45156 "HEHC OTR RPT: AGE END EPILEPSY--HD" ; +label variable ER45157 "HEHC OTR RPT: HEADACHE B4 AGE 1--HD" ; +label variable ER45158 "HEHC OTR RPT: HEADACHE AGE 1--HD" ; +label variable ER45159 "HEHC OTR RPT: HEADACHE AGE 2--HD" ; +label variable ER45160 "HEHC OTR RPT: HEADACHE AGE 3--HD" ; +label variable ER45161 "HEHC OTR RPT: HEADACHE AGE 4--HD" ; +label variable ER45162 "HEHC OTR RPT: HEADACHE AGE 5--HD" ; +label variable ER45163 "HEHC OTR RPT: HEADACHE AGE 6--HD" ; +label variable ER45164 "HEHC OTR RPT: HEADACHE AGE 7--HD" ; +label variable ER45165 "HEHC OTR RPT: HEADACHE AGE 8--HD" ; +label variable ER45166 "HEHC OTR RPT: HEADACHE AGE 9--HD" ; +label variable ER45167 "HEHC OTR RPT: HEADACHE AGE 10--HD" ; +label variable ER45168 "HEHC OTR RPT: HEADACHE AGE 11--HD" ; +label variable ER45169 "HEHC OTR RPT: HEADACHE AGE 12--HD" ; +label variable ER45170 "HEHC OTR RPT: HEADACHE AGE 13--HD" ; +label variable ER45171 "HEHC OTR RPT: HEADACHE AGE 14--HD" ; +label variable ER45172 "HEHC OTR RPT: HEADACHE AGE 15--HD" ; +label variable ER45173 "HEHC OTR RPT: HEADACHE AGE 16--HD" ; +label variable ER45174 "HEHC OTR RPT: HEADACHE AGE 17+--HD" ; +label variable ER45175 "HEHC OTR RPT: AGE END HEADACHE--HD" ; +label variable ER45176 "HEHC OTR RPT: STOM PROB B4 AGE 1--HD" ; +label variable ER45177 "HEHC OTR RPT: STOM PROB AGE 1--HD" ; +label variable ER45178 "HEHC OTR RPT: STOM PROB AGE 2--HD" ; +label variable ER45179 "HEHC OTR RPT: STOM PROB AGE 3--HD" ; +label variable ER45180 "HEHC OTR RPT: STOM PROB AGE 4--HD" ; +label variable ER45181 "HEHC OTR RPT: STOM PROB AGE 5--HD" ; +label variable ER45182 "HEHC OTR RPT: STOM PROB AGE 6--HD" ; +label variable ER45183 "HEHC OTR RPT: STOM PROB AGE 7--HD" ; +label variable ER45184 "HEHC OTR RPT: STOM PROB AGE 8--HD" ; +label variable ER45185 "HEHC OTR RPT: STOM PROB AGE 9--HD" ; +label variable ER45186 "HEHC OTR RPT: STOM PROB AGE 10--HD" ; +label variable ER45187 "HEHC OTR RPT: STOM PROB AGE 11--HD" ; +label variable ER45188 "HEHC OTR RPT: STOM PROB AGE 12--HD" ; +label variable ER45189 "HEHC OTR RPT: STOM PROB AGE 13--HD" ; +label variable ER45190 "HEHC OTR RPT: STOM PROB AGE 14--HD" ; +label variable ER45191 "HEHC OTR RPT: STOM PROB AGE 15--HD" ; +label variable ER45192 "HEHC OTR RPT: STOM PROB AGE 16--HD" ; +label variable ER45193 "HEHC OTR RPT: STOM PROB AGE 17+--HD" ; +label variable ER45194 "HEHC OTR RPT: AGE END STOM PROB--HD" ; +label variable ER45195 "HEHC OTR RPT: HGH BLOOD PR B4 AGE 1--HD" ; +label variable ER45196 "HEHC OTR RPT: HGH BLOOD PR AGE 1--HD" ; +label variable ER45197 "HEHC OTR RPT: HGH BLOOD PR AGE 2--HD" ; +label variable ER45198 "HEHC OTR RPT: HGH BLOOD PR AGE 3--HD" ; +label variable ER45199 "HEHC OTR RPT: HGH BLOOD PR AGE 4--HD" ; +label variable ER45200 "HEHC OTR RPT: HGH BLOOD PR AGE 5--HD" ; +label variable ER45201 "HEHC OTR RPT: HGH BLOOD PR AGE 6--HD" ; +label variable ER45202 "HEHC OTR RPT: HGH BLOOD PR AGE 7--HD" ; +label variable ER45203 "HEHC OTR RPT: HGH BLOOD PR AGE 8--HD" ; +label variable ER45204 "HEHC OTR RPT: HGH BLOOD PR AGE 9--HD" ; +label variable ER45205 "HEHC OTR RPT: HGH BLOOD PR AGE 10--HD" ; +label variable ER45206 "HEHC OTR RPT: HGH BLOOD PR AGE 11--HD" ; +label variable ER45207 "HEHC OTR RPT: HGH BLOOD PR AGE 12--HD" ; +label variable ER45208 "HEHC OTR RPT: HGH BLOOD PR AGE 13--HD" ; +label variable ER45209 "HEHC OTR RPT: HGH BLOOD PR AGE 14--HD" ; +label variable ER45210 "HEHC OTR RPT: HGH BLOOD PR AGE 15--HD" ; +label variable ER45211 "HEHC OTR RPT: HGH BLOOD PR AGE 16--HD" ; +label variable ER45212 "HEHC OTR RPT: HGH BLOOD PR AGE 17+--HD" ; +label variable ER45213 "HEHC OTR RPT: AGE END HGH BLD PR--HD" ; +label variable ER45214 "HEHC OTR RPT: DEPRESSION B4 AGE 1--HD" ; +label variable ER45215 "HEHC OTR RPT: DEPRESSION AGE 1--HD" ; +label variable ER45216 "HEHC OTR RPT: DEPRESSION AGE 2--HD" ; +label variable ER45217 "HEHC OTR RPT: DEPRESSION AGE 3--HD" ; +label variable ER45218 "HEHC OTR RPT: DEPRESSION AGE 4--HD" ; +label variable ER45219 "HEHC OTR RPT: DEPRESSION AGE 5--HD" ; +label variable ER45220 "HEHC OTR RPT: DEPRESSION AGE 6--HD" ; +label variable ER45221 "HEHC OTR RPT: DEPRESSION AGE 7--HD" ; +label variable ER45222 "HEHC OTR RPT: DEPRESSION AGE 8--HD" ; +label variable ER45223 "HEHC OTR RPT: DEPRESSION AGE 9--HD" ; +label variable ER45224 "HEHC OTR RPT: DEPRESSION AGE 10--HD" ; +label variable ER45225 "HEHC OTR RPT: DEPRESSION AGE 11--HD" ; +label variable ER45226 "HEHC OTR RPT: DEPRESSION AGE 12--HD" ; +label variable ER45227 "HEHC OTR RPT: DEPRESSION AGE 13--HD" ; +label variable ER45228 "HEHC OTR RPT: DEPRESSION AGE 14--HD" ; +label variable ER45229 "HEHC OTR RPT: DEPRESSION AGE 15--HD" ; +label variable ER45230 "HEHC OTR RPT: DEPRESSION AGE 16--HD" ; +label variable ER45231 "HEHC OTR RPT: DEPRESSION AGE 17+--HD" ; +label variable ER45232 "HEHC OTR RPT: AGE END DEPRESSION--HD" ; +label variable ER45233 "HEHC OTR RPT: DRUG/AL PROB B4 AGE 1--HD" ; +label variable ER45234 "HEHC OTR RPT: DRUG/AL PROB AGE 1--HD" ; +label variable ER45235 "HEHC OTR RPT: DRUG/AL PROB AGE 2--HD" ; +label variable ER45236 "HEHC OTR RPT: DRUG/AL PROB AGE 3--HD" ; +label variable ER45237 "HEHC OTR RPT: DRUG/AL PROB AGE 4--HD" ; +label variable ER45238 "HEHC OTR RPT: DRUG/AL PROB AGE 5--HD" ; +label variable ER45239 "HEHC OTR RPT: DRUG/AL PROB AGE 6--HD" ; +label variable ER45240 "HEHC OTR RPT: DRUG/AL PROB AGE 7--HD" ; +label variable ER45241 "HEHC OTR RPT: DRUG/AL PROB AGE 8--HD" ; +label variable ER45242 "HEHC OTR RPT: DRUG/AL PROB AGE 9--HD" ; +label variable ER45243 "HEHC OTR RPT: DRUG/AL PROB AGE 10--HD" ; +label variable ER45244 "HEHC OTR RPT: DRUG/AL PROB AGE 11--HD" ; +label variable ER45245 "HEHC OTR RPT: DRUG/AL PROB AGE 12--HD" ; +label variable ER45246 "HEHC OTR RPT: DRUG/AL PROB AGE 13--HD" ; +label variable ER45247 "HEHC OTR RPT: DRUG/AL PROB AGE 14--HD" ; +label variable ER45248 "HEHC OTR RPT: DRUG/AL PROB AGE 15--HD" ; +label variable ER45249 "HEHC OTR RPT: DRUG/AL PROB AGE 16--HD" ; +label variable ER45250 "HEHC OTR RPT: DRUG/AL PROB AGE 17+--HD" ; +label variable ER45251 "HEHC OTR RPT: AGE END DRUG/AL PROB--HD" ; +label variable ER45252 "HEHC OTR RPT: OTR PSYCH PROB B4 AGE 1--H" ; +label variable ER45253 "HEHC OTR RPT: OTR PSYCH PROB AGE 1--HD" ; +label variable ER45254 "HEHC OTR RPT: OTR PSYCH PROB AGE 2--HD" ; +label variable ER45255 "HEHC OTR RPT: OTR PSYCH PROB AGE 3--HD" ; +label variable ER45256 "HEHC OTR RPT: OTR PSYCH PROB AGE 4--HD" ; +label variable ER45257 "HEHC OTR RPT: OTR PSYCH PROB AGE 5--HD" ; +label variable ER45258 "HEHC OTR RPT: OTR PSYCH PROB AGE 6--HD" ; +label variable ER45259 "HEHC OTR RPT: OTR PSYCH PROB AGE 7--HD" ; +label variable ER45260 "HEHC OTR RPT: OTR PSYCH PROB AGE 8--HD" ; +label variable ER45261 "HEHC OTR RPT: OTR PSYCH PROB AGE 9--HD" ; +label variable ER45262 "HEHC OTR RPT: OTR PSYCH PROB AGE 10--HD" ; +label variable ER45263 "HEHC OTR RPT: OTR PSYCH PROB AGE 11--HD" ; +label variable ER45264 "HEHC OTR RPT: OTR PSYCH PROB AGE 12--HD" ; +label variable ER45265 "HEHC OTR RPT: OTR PSYCH PROB AGE 13--HD" ; +label variable ER45266 "HEHC OTR RPT: OTR PSYCH PROB AGE 14--HD" ; +label variable ER45267 "HEHC OTR RPT: OTR PSYCH PROB AGE 15--HD" ; +label variable ER45268 "HEHC OTR RPT: OTR PSYCH PROB AGE 16--HD" ; +label variable ER45269 "HEHC OTR RPT: OTR PSYCH PROB AGE 17+--HD" ; +label variable ER45270 "HEHC OTR RPT: AGE END OTR PSYCH PROB--HD" ; +label variable ER45271 "H24 WTR WIFE IN FU NOW" ; +label variable ER45272 "H1 HEALTH STATUS-WIFE" ; +label variable ER45273 "H1A WTR HLTH BETTER/WORSE-WIFE" ; +label variable ER45274 "H1B WTR HEALTH BETTER-WIFE" ; +label variable ER45275 "H1C WTR HEALTH WORSE-WIFE" ; +label variable ER45276 "H2 WTR TYPE/AMT WORK LIMITED-WIFE" ; +label variable ER45277 "H3 WTR UNABLE TO DO SOME TYPES WORK-WF" ; +label variable ER45278 "H4 WTR LIMIT AMT WORK CAN DO-WIFE" ; +label variable ER45279 "H5A WTR HAD STROKE-WIFE" ; +label variable ER45280 "H6A1 AGE AT FIRST STROKE-WIFE" ; +label variable ER45281 "H6A2 WTR SECOND STROKE-WIFE" ; +label variable ER45282 "H7A WTR STROKE LIMIT DAILY ACTIVITY-WF" ; +label variable ER45283 "H5B WTR HEART ATTACK-WIFE" ; +label variable ER45284 "H6B1 AGE AT FIRST HEART ATTACK-WF" ; +label variable ER45285 "H6B2 WTR SECOND HEART ATTACK-WF" ; +label variable ER45286 "H7B WTR HRT ATTACK LIMIT ACTIVITY-WF" ; +label variable ER45287 "H5C WTR HEART DISEASE-WIFE" ; +label variable ER45288 "H6C1 AGE FIRST HAD HEART DISEASE-WF" ; +label variable ER45289 "H6C2 WTR HRT DISEASE GOT WORSE-WF" ; +label variable ER45290 "H7C WTR HRT DISEASE LIMIT ACTIVITY-WF" ; +label variable ER45291 "H5D WTR HYPERTENSION-WIFE" ; +label variable ER45292 "H6D1 AGE FIRST HAD HYPERTENSION-WF" ; +label variable ER45293 "H6D2 WTR HYPERTENSION GOT WORSE-WF" ; +label variable ER45294 "H7D WTR HYPERTENSION LIMIT ACTIVITY-WF" ; +label variable ER45295 "H5E WTR ASTHMA-WIFE" ; +label variable ER45296 "H6E1 AGE FIRST HAD ASTHMA-WIFE" ; +label variable ER45297 "H6E2 WTR ASTHMA GOT WORSE-WIFE" ; +label variable ER45298 "H7E WTR ASTHMA LIMIT DAILY ACTIVITY-WF" ; +label variable ER45299 "H5F WTR LUNG DISEASE-WIFE" ; +label variable ER45300 "H6F1 AGE FIRST HAD LUNG DISEASE-WF" ; +label variable ER45301 "H6F2 WTR LUNG DISEASE GOT WORSE-WF" ; +label variable ER45302 "H7F WTR LUNG DISEASE LIMIT ACTIVITY-WF" ; +label variable ER45303 "H5G WTR DIABETES-WIFE" ; +label variable ER45304 "H6G1 AGE FIRST HAD DIABETES-WIFE" ; +label variable ER45305 "H6G2 WTR DIABETES GOT WORSE-WIFE" ; +label variable ER45306 "H7G WTR DIABETES LIMIT ACTIVITY-WF" ; +label variable ER45307 "H5H WTR ARTHRITIS-WIFE" ; +label variable ER45308 "H6H1 AGE FIRST HAD ARTHRITIS-WIFE" ; +label variable ER45309 "H6H2 WTR ARTHRITIS GOT WORSE-WIFE" ; +label variable ER45310 "H7H WTR ARTHRITIS LIMIT ACTIVITY-WF" ; +label variable ER45311 "H5I WTR MENTAL LOSS-WIFE" ; +label variable ER45312 "H6I1 AGE FIRST HAD MEMORY LOSS-WF" ; +label variable ER45313 "H6I2 WTR MEMORY LOSS GOT WORSE-WF" ; +label variable ER45314 "H7I WTR MEMORY LOSS LIMIT ACTIVITY-WF" ; +label variable ER45315 "H5J WTR LEARNING DISORDER-WIFE" ; +label variable ER45316 "H6J1 AGE FIRST HAD LRNG DISORDER-WF" ; +label variable ER45317 "H6J2 WTR LRNG DISORDER GOT WORSE-WF" ; +label variable ER45318 "H7J WTR LRNG DISORDR LIMIT ACTIVITY-WF" ; +label variable ER45319 "H5K WTR CANCER-WIFE" ; +label variable ER45320 "H6K1 AGE FIRST HAD CANCER-WIFE" ; +label variable ER45321 "H6K2 WTR CANCER GOT WORSE-WIFE" ; +label variable ER45322 "H6K3 WTR TREATING, RMSSN, OR CURED-WF" ; +label variable ER45323 "H6K4 TYPE OF CANCER MENTION 1-WIFE" ; +label variable ER45324 "H6K4 TYPE OF CANCER MENTION 2-WIFE" ; +label variable ER45325 "H7K WTR CANCER LIMIT ACTIVITY-WIFE" ; +label variable ER45326 "H5L WTR PSYCH PROBLEM-WIFE" ; +label variable ER45327 "H6L1 AGE FIRST HAD PSYCH PROB-WIFE" ; +label variable ER45328 "H6L2 TYPE OF PSYCH PROB MENTION 1-WF" ; +label variable ER45329 "H6L2 TYPE OF PSYCH PROB MENTION 2-WF" ; +label variable ER45330 "H6L2 TYPE OF PSYCH PROB MENTION 3-WF" ; +label variable ER45331 "H6L3 WTR PSYCH PROB GOT WORSE-WF" ; +label variable ER45332 "H7L WTR PSYCH PROB LIMIT ACTIVITY-WF" ; +label variable ER45333 "H5M WTR OTR CHRONIC CONDITION-WF" ; +label variable ER45334 "H6M2 AGE FIRST HAD CHRON COND-WIFE" ; +label variable ER45335 "H6M3 WTR CHRON COND GOT WORSE-WF" ; +label variable ER45336 "H7M WTR CHRON COND LIMIT ACTIVITY-WF" ; +label variable ER45337 "H8 WTR HOSPITALIZED IN 2004-WIFE" ; +label variable ER45338 "H8A # NIGHTS HOSPITALIZED-WIFE" ; +label variable ER45339 "H8A # WEEKS HOSPITALIZED-WIFE" ; +label variable ER45340 "H9A WTR PROBLEM BATHING-WIFE" ; +label variable ER45341 "H10A1 WTR SOMEONE HELPS BATHE-WF" ; +label variable ER45342 "H10A2 WTR NEED EQUIP TO BATHE-WF" ; +label variable ER45343 "H9B WTR PROBLEM DRESSING-WIFE" ; +label variable ER45344 "H10B1 WTR SOMEONE HELPS DRESS-WF" ; +label variable ER45345 "H10B2 WTR NEED EQUIP TO DRESS-WF" ; +label variable ER45346 "H9C WTR PROBLEM EATING-WIFE" ; +label variable ER45347 "H10C1 WTR SOMEONE HELPS EATNG-WF" ; +label variable ER45348 "H10C2 WTR NEED EQUIP TO EAT-WF" ; +label variable ER45349 "H9D WTR PROB GET IN/OUT BED/CHAIR-WF" ; +label variable ER45350 "H10D1 WTR SOMEONE HELPS BED/CHAIR-WF" ; +label variable ER45351 "H10D2 WTR NEED EQUIP FOR BED/CHAIR-WF" ; +label variable ER45352 "H9E WTR PROBLEM WALKING-WIFE" ; +label variable ER45353 "H10E1 WTR SOMEONE HELPS WALK-WF" ; +label variable ER45354 "H10E2 WTR NEED EQUIP TO WALK-WF" ; +label variable ER45355 "H9F WTR PROBLEM GETTING OUTSIDE-WF" ; +label variable ER45356 "H10F1 WTR SOMEONE HELPS GET OUT-WF" ; +label variable ER45357 "H10F2 WTR NEED EQUIP TO GO OUTSIDE-WF" ; +label variable ER45358 "H9G WTR PROBLEM USE TOILET-WF" ; +label variable ER45359 "H10G1 WTR SOMEONE HELPS TOILET-WF" ; +label variable ER45360 "H10G2 WTR NEED EQUIP TO USE TOILET-WF" ; +label variable ER45361 "H11A WTR DIFFICULT PREPARE MEALS-WF" ; +label variable ER45362 "H11B HEALTH/PHYSICAL PROBLEM?-WF" ; +label variable ER45363 "H11C WTR DIFFICULT SHOPPING-WF" ; +label variable ER45364 "H11D HEALTH/PHYSICAL PROBLEM?-WF" ; +label variable ER45365 "H11E WTR DIFFICULT MANAGE MONEY-WF" ; +label variable ER45366 "H11F HEALTH/PHYSICAL PROBLEM?-WF" ; +label variable ER45367 "H11G WTR TELEPHONE DIFFICULT-WF" ; +label variable ER45368 "H11H HEALTH/PHYSICAL PROBLEM?-WF" ; +label variable ER45369 "H11J WTR HEAVY HSWRK DIFFICULT-WF" ; +label variable ER45370 "H11K HEALTH/PHYSICAL PROBLEM?-WF" ; +label variable ER45371 "H11L WTR LIGHT HSWRK DIFFICULT-WF" ; +label variable ER45372 "H11M HEALTH/PHYSICAL PROBLEM?-WF" ; +label variable ER45373 "H12A FREQ OF HVY PHYSICAL ACTIVITY-WF" ; +label variable ER45374 "H12A TIME UNIT FOR HVY PHYS ACTIVITY-WF" ; +label variable ER45375 "H12B FREQ OF LITE PHYSICAL ACTIVITY-WF" ; +label variable ER45376 "H12B TIME UNIT FOR LITE PHYS ACTIVITY-WF" ; +label variable ER45377 "H12C FREQ OF STRENGTH PHYS ACTIVITY-WF" ; +label variable ER45378 "H12C TIME UNIT STRNGTH PHYS ACTVTY-WF" ; +label variable ER45379 "H13 WTR SMOKE CIGARETTES-WF" ; +label variable ER45380 "H14 # CIGARETTES PER DAY-WF" ; +label variable ER45381 "H15AGE WHEN FIRST SMOKED-WF" ; +label variable ER45382 "H16 WTR EVER SMOKED CIGARETTES-WF" ; +label variable ER45383 "H17 # CIGARETTES PER DAY-WF" ; +label variable ER45384 "H18 AGE LAST SMOKED REGULARLY-WF" ; +label variable ER45385 "H19 AGE FIRST SMOKED REGULARLY-WF" ; +label variable ER45386 "H20 WTR DRINK ALCOHOL-WIFE" ; +label variable ER45387 "H21A HOW OFTEN HAVE DRINKS-WF" ; +label variable ER45388 "H21B # ALCOHOLIC DRINKS PER DAY-WF" ; +label variable ER45389 "H21C # DAYS HAD 4-5 DRINKS-WIFE" ; +label variable ER45390 "H22 WEIGHT--WIFE" ; +label variable ER45391 "H23 HEIGHT-FEET--WIFE" ; +label variable ER45392 "H23 HEIGHT-INCHES--WIFE" ; +label variable ER45393 "H25W HEALTH STATUS B4 AGE 17--WF" ; +label variable ER45394 "H26W WTR MISSED MO OR MORE SCHOOL--WF" ; +label variable ER45395 "H27W WTR MEASLES B4 AGE 17--WF" ; +label variable ER45396 "H28W WTR MUMPS B4 AGE 17--WF" ; +label variable ER45397 "H29W WTR CHICKEN POX B4 AGE 17--WF" ; +label variable ER45398 "H30W WTR DIFF SEEING B4 AGE 17--WF" ; +label variable ER45399 "H31W PARENTS SMOKED B4 WF AGE 17?--WF" ; +label variable ER45400 "H32W WTR ASTHMA B4 AGE 17--WF" ; +label variable ER45401 "H33W WTR DIABETES B4 AGE 17--WF" ; +label variable ER45402 "H34W WTR RESP DIS B4 AGE 17--WF" ; +label variable ER45403 "H35W WTR SPCH IMPAIR B4 AGE 17--WF" ; +label variable ER45404 "H36W WTR ALLERGY B4 AGE 17--WF" ; +label variable ER45405 "H37W WTR HEART TRBL B4 AGE 17--WF" ; +label variable ER45406 "H38W WTR EAR PROB B4 AGE 17--WF" ; +label variable ER45407 "H39W WTR EPILEPSY B4 AGE 17--WF" ; +label variable ER45408 "H40W WTR HEADACHE B4 AGE 17--WF" ; +label variable ER45409 "H41W WTR STOM PROB B4 AGE 17--WF" ; +label variable ER45410 "H42W WTR HGH BLOOD PR B4 AGE 17--WF" ; +label variable ER45411 "H43W WTR DEPRESSION B4 AGE 17--WF" ; +label variable ER45412 "H44W WTR DRUG/AL PROB B4 AGE 17--WF" ; +label variable ER45413 "H45W WTR OTR PSYCW PROB B4 AGE 17--WF" ; +label variable ER45414 "HEHC SLF RPT: YEAR 1ST REPORT--WF" ; +label variable ER45415 "HEHC SLF RPT: PAR SEP B4 AGE 1--WF" ; +label variable ER45416 "HEHC SLF RPT: PAR SEP AGE 1--WF" ; +label variable ER45417 "HEHC SLF RPT: PAR SEP AGE 2--WF" ; +label variable ER45418 "HEHC SLF RPT: PAR SEP AGE 3--WF" ; +label variable ER45419 "HEHC SLF RPT: PAR SEP AGE 4--WF" ; +label variable ER45420 "HEHC SLF RPT: PAR SEP AGE 5--WF" ; +label variable ER45421 "HEHC SLF RPT: PAR SEP AGE 6--WF" ; +label variable ER45422 "HEHC SLF RPT: PAR SEP AGE 7--WF" ; +label variable ER45423 "HEHC SLF RPT: PAR SEP AGE 8--WF" ; +label variable ER45424 "HEHC SLF RPT: PAR SEP AGE 9--WF" ; +label variable ER45425 "HEHC SLF RPT: PAR SEP AGE 10--WF" ; +label variable ER45426 "HEHC SLF RPT: PAR SEP AGE 11--WF" ; +label variable ER45427 "HEHC SLF RPT: PAR SEP AGE 12--WF" ; +label variable ER45428 "HEHC SLF RPT: PAR SEP AGE 13--WF" ; +label variable ER45429 "HEHC SLF RPT: PAR SEP AGE 14--WF" ; +label variable ER45430 "HEHC SLF RPT: PAR SEP AGE 15--WF" ; +label variable ER45431 "HEHC SLF RPT: PAR SEP AGE 16--WF" ; +label variable ER45432 "HEHC SLF RPT: MOVE B4 AGE 1--WF" ; +label variable ER45433 "HEHC SLF RPT: MOVE AGE 1--WF" ; +label variable ER45434 "HEHC SLF RPT: MOVE AGE 2--WF" ; +label variable ER45435 "HEHC SLF RPT: MOVE AGE 3--WF" ; +label variable ER45436 "HEHC SLF RPT: MOVE AGE 4--WF" ; +label variable ER45437 "HEHC SLF RPT: MOVE AGE 5--WF" ; +label variable ER45438 "HEHC SLF RPT: MOVE AGE 6--WF" ; +label variable ER45439 "HEHC SLF RPT: MOVE AGE 7--WF" ; +label variable ER45440 "HEHC SLF RPT: MOVE AGE 8--WF" ; +label variable ER45441 "HEHC SLF RPT: MOVE AGE 9--WF" ; +label variable ER45442 "HEHC SLF RPT: MOVE AGE 10--WF" ; +label variable ER45443 "HEHC SLF RPT: MOVE AGE 11--WF" ; +label variable ER45444 "HEHC SLF RPT: MOVE AGE 12--WF" ; +label variable ER45445 "HEHC SLF RPT: MOVE AGE 13--WF" ; +label variable ER45446 "HEHC SLF RPT: MOVE AGE 14--WF" ; +label variable ER45447 "HEHC SLF RPT: MOVE AGE 15--WF" ; +label variable ER45448 "HEHC SLF RPT: MOVE AGE 16--WF" ; +label variable ER45449 "HEHC SLF RPT: SCHOOL B4 AGE 1--WF" ; +label variable ER45450 "HEHC SLF RPT: SCHOOL AGE 1--WF" ; +label variable ER45451 "HEHC SLF RPT: SCHOOL AGE 2--WF" ; +label variable ER45452 "HEHC SLF RPT: SCHOOL AGE 3--WF" ; +label variable ER45453 "HEHC SLF RPT: SCHOOL AGE 4--WF" ; +label variable ER45454 "HEHC SLF RPT: SCHOOL AGE 5--WF" ; +label variable ER45455 "HEHC SLF RPT: SCHOOL AGE 6--WF" ; +label variable ER45456 "HEHC SLF RPT: SCHOOL AGE 7--WF" ; +label variable ER45457 "HEHC SLF RPT: SCHOOL AGE 8--WF" ; +label variable ER45458 "HEHC SLF RPT: SCHOOL AGE 9--WF" ; +label variable ER45459 "HEHC SLF RPT: SCHOOL AGE 10--WF" ; +label variable ER45460 "HEHC SLF RPT: SCHOOL AGE 11--WF" ; +label variable ER45461 "HEHC SLF RPT: SCHOOL AGE 12--WF" ; +label variable ER45462 "HEHC SLF RPT: SCHOOL AGE 13--WF" ; +label variable ER45463 "HEHC SLF RPT: SCHOOL AGE 14--WF" ; +label variable ER45464 "HEHC SLF RPT: SCHOOL AGE 15--WF" ; +label variable ER45465 "HEHC SLF RPT: SCHOOL AGE 16--WF" ; +label variable ER45466 "HEHC SLF RPT: ASTHMA B4 AGE 1--WF" ; +label variable ER45467 "HEHC SLF RPT: ASTHMA AGE 1--WF" ; +label variable ER45468 "HEHC SLF RPT: ASTHMA AGE 2--WF" ; +label variable ER45469 "HEHC SLF RPT: ASTHMA AGE 3--WF" ; +label variable ER45470 "HEHC SLF RPT: ASTHMA AGE 4--WF" ; +label variable ER45471 "HEHC SLF RPT: ASTHMA AGE 5--WF" ; +label variable ER45472 "HEHC SLF RPT: ASTHMA AGE 6--WF" ; +label variable ER45473 "HEHC SLF RPT: ASTHMA AGE 7--WF" ; +label variable ER45474 "HEHC SLF RPT: ASTHMA AGE 8--WF" ; +label variable ER45475 "HEHC SLF RPT: ASTHMA AGE 9--WF" ; +label variable ER45476 "HEHC SLF RPT: ASTHMA AGE 10--WF" ; +label variable ER45477 "HEHC SLF RPT: ASTHMA AGE 11--WF" ; +label variable ER45478 "HEHC SLF RPT: ASTHMA AGE 12--WF" ; +label variable ER45479 "HEHC SLF RPT: ASTHMA AGE 13--WF" ; +label variable ER45480 "HEHC SLF RPT: ASTHMA AGE 14--WF" ; +label variable ER45481 "HEHC SLF RPT: ASTHMA AGE 15--WF" ; +label variable ER45482 "HEHC SLF RPT: ASTHMA AGE 16--WF" ; +label variable ER45483 "HEHC SLF RPT: ASTHMA AGE 17+--WF" ; +label variable ER45484 "HEHC SLF RPT: AGE END ASTHMA--WF" ; +label variable ER45485 "HEHC SLF RPT: DIABETES B4 AGE 1--WF" ; +label variable ER45486 "HEHC SLF RPT: DIABETES AGE 1--WF" ; +label variable ER45487 "HEHC SLF RPT: DIABETES AGE 2--WF" ; +label variable ER45488 "HEHC SLF RPT: DIABETES AGE 3--WF" ; +label variable ER45489 "HEHC SLF RPT: DIABETES AGE 4--WF" ; +label variable ER45490 "HEHC SLF RPT: DIABETES AGE 5--WF" ; +label variable ER45491 "HEHC SLF RPT: DIABETES AGE 6--WF" ; +label variable ER45492 "HEHC SLF RPT: DIABETES AGE 7--WF" ; +label variable ER45493 "HEHC SLF RPT: DIABETES AGE 8--WF" ; +label variable ER45494 "HEHC SLF RPT: DIABETES AGE 9--WF" ; +label variable ER45495 "HEHC SLF RPT: DIABETES AGE 10--WF" ; +label variable ER45496 "HEHC SLF RPT: DIABETES AGE 11--WF" ; +label variable ER45497 "HEHC SLF RPT: DIABETES AGE 12--WF" ; +label variable ER45498 "HEHC SLF RPT: DIABETES AGE 13--WF" ; +label variable ER45499 "HEHC SLF RPT: DIABETES AGE 14--WF" ; +label variable ER45500 "HEHC SLF RPT: DIABETES AGE 15--WF" ; +label variable ER45501 "HEHC SLF RPT: DIABETES AGE 16--WF" ; +label variable ER45502 "HEHC SLF RPT: DIABETES AGE 17+--WF" ; +label variable ER45503 "HEHC SLF RPT: AGE END DIABETES--WF" ; +label variable ER45504 "HEHC SLF RPT: RESP DIS B4 AGE 1--WF" ; +label variable ER45505 "HEHC SLF RPT: RESP DIS AGE 1--WF" ; +label variable ER45506 "HEHC SLF RPT: RESP DIS AGE 2--WF" ; +label variable ER45507 "HEHC SLF RPT: RESP DIS AGE 3--WF" ; +label variable ER45508 "HEHC SLF RPT: RESP DIS AGE 4--WF" ; +label variable ER45509 "HEHC SLF RPT: RESP DIS AGE 5--WF" ; +label variable ER45510 "HEHC SLF RPT: RESP DIS AGE 6--WF" ; +label variable ER45511 "HEHC SLF RPT: RESP DIS AGE 7--WF" ; +label variable ER45512 "HEHC SLF RPT: RESP DIS AGE 8--WF" ; +label variable ER45513 "HEHC SLF RPT: RESP DIS AGE 9--WF" ; +label variable ER45514 "HEHC SLF RPT: RESP DIS AGE 10--WF" ; +label variable ER45515 "HEHC SLF RPT: RESP DIS AGE 11--WF" ; +label variable ER45516 "HEHC SLF RPT: RESP DIS AGE 12--WF" ; +label variable ER45517 "HEHC SLF RPT: RESP DIS AGE 13--WF" ; +label variable ER45518 "HEHC SLF RPT: RESP DIS AGE 14--WF" ; +label variable ER45519 "HEHC SLF RPT: RESP DIS AGE 15--WF" ; +label variable ER45520 "HEHC SLF RPT: RESP DIS AGE 16--WF" ; +label variable ER45521 "HEHC SLF RPT: RESP DIS AGE 17+--WF" ; +label variable ER45522 "HEHC SLF RPT: AGE END RESP DIS--WF" ; +label variable ER45523 "HEHC SLF RPT: SPCH IMPAIR B4 AGE 1--WF" ; +label variable ER45524 "HEHC SLF RPT: SPCH IMPAIR AGE 1--WF" ; +label variable ER45525 "HEHC SLF RPT: SPCH IMPAIR AGE 2--WF" ; +label variable ER45526 "HEHC SLF RPT: SPCH IMPAIR AGE 3--WF" ; +label variable ER45527 "HEHC SLF RPT: SPCH IMPAIR AGE 4--WF" ; +label variable ER45528 "HEHC SLF RPT: SPCH IMPAIR AGE 5--WF" ; +label variable ER45529 "HEHC SLF RPT: SPCH IMPAIR AGE 6--WF" ; +label variable ER45530 "HEHC SLF RPT: SPCH IMPAIR AGE 7--WF" ; +label variable ER45531 "HEHC SLF RPT: SPCH IMPAIR AGE 8--WF" ; +label variable ER45532 "HEHC SLF RPT: SPCH IMPAIR AGE 9--WF" ; +label variable ER45533 "HEHC SLF RPT: SPCH IMPAIR AGE 10--WF" ; +label variable ER45534 "HEHC SLF RPT: SPCH IMPAIR AGE 11--WF" ; +label variable ER45535 "HEHC SLF RPT: SPCH IMPAIR AGE 12--WF" ; +label variable ER45536 "HEHC SLF RPT: SPCH IMPAIR AGE 13--WF" ; +label variable ER45537 "HEHC SLF RPT: SPCH IMPAIR AGE 14--WF" ; +label variable ER45538 "HEHC SLF RPT: SPCH IMPAIR AGE 15--WF" ; +label variable ER45539 "HEHC SLF RPT: SPCH IMPAIR AGE 16--WF" ; +label variable ER45540 "HEHC SLF RPT: SPCH IMPAIR AGE 17+--WF" ; +label variable ER45541 "HEHC SLF RPT: AGE END SPCH IMPAIR--WF" ; +label variable ER45542 "HEHC SLF RPT: ALLERGY B4 AGE 1--WF" ; +label variable ER45543 "HEHC SLF RPT: ALLERGY AGE 1--WF" ; +label variable ER45544 "HEHC SLF RPT: ALLERGY AGE 2--WF" ; +label variable ER45545 "HEHC SLF RPT: ALLERGY AGE 3--WF" ; +label variable ER45546 "HEHC SLF RPT: ALLERGY AGE 4--WF" ; +label variable ER45547 "HEHC SLF RPT: ALLERGY AGE 5--WF" ; +label variable ER45548 "HEHC SLF RPT: ALLERGY AGE 6--WF" ; +label variable ER45549 "HEHC SLF RPT: ALLERGY AGE 7--WF" ; +label variable ER45550 "HEHC SLF RPT: ALLERGY AGE 8--WF" ; +label variable ER45551 "HEHC SLF RPT: ALLERGY AGE 9--WF" ; +label variable ER45552 "HEHC SLF RPT: ALLERGY AGE 10--WF" ; +label variable ER45553 "HEHC SLF RPT: ALLERGY AGE 11--WF" ; +label variable ER45554 "HEHC SLF RPT: ALLERGY AGE 12--WF" ; +label variable ER45555 "HEHC SLF RPT: ALLERGY AGE 13--WF" ; +label variable ER45556 "HEHC SLF RPT: ALLERGY AGE 14--WF" ; +label variable ER45557 "HEHC SLF RPT: ALLERGY AGE 15--WF" ; +label variable ER45558 "HEHC SLF RPT: ALLERGY AGE 16--WF" ; +label variable ER45559 "HEHC SLF RPT: ALLERGY AGE 17+--WF" ; +label variable ER45560 "HEHC SLF RPT: AGE END ALLERGY--WF" ; +label variable ER45561 "HEHC SLF RPT: HEART TRBL B4 AGE 1--WF" ; +label variable ER45562 "HEHC SLF RPT: HEART TRBL AGE 1--WF" ; +label variable ER45563 "HEHC SLF RPT: HEART TRBL AGE 2--WF" ; +label variable ER45564 "HEHC SLF RPT: HEART TRBL AGE 3--WF" ; +label variable ER45565 "HEHC SLF RPT: HEART TRBL AGE 4--WF" ; +label variable ER45566 "HEHC SLF RPT: HEART TRBL AGE 5--WF" ; +label variable ER45567 "HEHC SLF RPT: HEART TRBL AGE 6--WF" ; +label variable ER45568 "HEHC SLF RPT: HEART TRBL AGE 7--WF" ; +label variable ER45569 "HEHC SLF RPT: HEART TRBL AGE 8--WF" ; +label variable ER45570 "HEHC SLF RPT: HEART TRBL AGE 9--WF" ; +label variable ER45571 "HEHC SLF RPT: HEART TRBL AGE 10--WF" ; +label variable ER45572 "HEHC SLF RPT: HEART TRBL AGE 11--WF" ; +label variable ER45573 "HEHC SLF RPT: HEART TRBL AGE 12--WF" ; +label variable ER45574 "HEHC SLF RPT: HEART TRBL AGE 13--WF" ; +label variable ER45575 "HEHC SLF RPT: HEART TRBL AGE 14--WF" ; +label variable ER45576 "HEHC SLF RPT: HEART TRBL AGE 15--WF" ; +label variable ER45577 "HEHC SLF RPT: HEART TRBL AGE 16--WF" ; +label variable ER45578 "HEHC SLF RPT: HEART TRBL AGE 17+--WF" ; +label variable ER45579 "HEHC SLF RPT: AGE END HEART TRBL--WF" ; +label variable ER45580 "HEHC SLF RPT: EAR PROBS B4 AGE 1--WF" ; +label variable ER45581 "HEHC SLF RPT: EAR PROBS AGE 1--WF" ; +label variable ER45582 "HEHC SLF RPT: EAR PROBS AGE 2--WF" ; +label variable ER45583 "HEHC SLF RPT: EAR PROBS AGE 3--WF" ; +label variable ER45584 "HEHC SLF RPT: EAR PROBS AGE 4--WF" ; +label variable ER45585 "HEHC SLF RPT: EAR PROBS AGE 5--WF" ; +label variable ER45586 "HEHC SLF RPT: EAR PROBS AGE 6--WF" ; +label variable ER45587 "HEHC SLF RPT: EAR PROBS AGE 7--WF" ; +label variable ER45588 "HEHC SLF RPT: EAR PROBS AGE 8--WF" ; +label variable ER45589 "HEHC SLF RPT: EAR PROBS AGE 9--WF" ; +label variable ER45590 "HEHC SLF RPT: EAR PROBS AGE 10--WF" ; +label variable ER45591 "HEHC SLF RPT: EAR PROBS AGE 11--WF" ; +label variable ER45592 "HEHC SLF RPT: EAR PROBS AGE 12--WF" ; +label variable ER45593 "HEHC SLF RPT: EAR PROBS AGE 13--WF" ; +label variable ER45594 "HEHC SLF RPT: EAR PROBS AGE 14--WF" ; +label variable ER45595 "HEHC SLF RPT: EAR PROBS AGE 15--WF" ; +label variable ER45596 "HEHC SLF RPT: EAR PROBS AGE 16--WF" ; +label variable ER45597 "HEHC SLF RPT: EAR PROBS AGE 17+--WF" ; +label variable ER45598 "HEHC SLF RPT: AGE END EAR PROBS--WF" ; +label variable ER45599 "HEHC SLF RPT: EPILEPSY B4 AGE 1--WF" ; +label variable ER45600 "HEHC SLF RPT: EPILEPSY AGE 1--WF" ; +label variable ER45601 "HEHC SLF RPT: EPILEPSY AGE 2--WF" ; +label variable ER45602 "HEHC SLF RPT: EPILEPSY AGE 3--WF" ; +label variable ER45603 "HEHC SLF RPT: EPILEPSY AGE 4--WF" ; +label variable ER45604 "HEHC SLF RPT: EPILEPSY AGE 5--WF" ; +label variable ER45605 "HEHC SLF RPT: EPILEPSY AGE 6--WF" ; +label variable ER45606 "HEHC SLF RPT: EPILEPSY AGE 7--WF" ; +label variable ER45607 "HEHC SLF RPT: EPILEPSY AGE 8--WF" ; +label variable ER45608 "HEHC SLF RPT: EPILEPSY AGE 9--WF" ; +label variable ER45609 "HEHC SLF RPT: EPILEPSY AGE 10--WF" ; +label variable ER45610 "HEHC SLF RPT: EPILEPSY AGE 11--WF" ; +label variable ER45611 "HEHC SLF RPT: EPILEPSY AGE 12--WF" ; +label variable ER45612 "HEHC SLF RPT: EPILEPSY AGE 13--WF" ; +label variable ER45613 "HEHC SLF RPT: EPILEPSY AGE 14--WF" ; +label variable ER45614 "HEHC SLF RPT: EPILEPSY AGE 15--WF" ; +label variable ER45615 "HEHC SLF RPT: EPILEPSY AGE 16--WF" ; +label variable ER45616 "HEHC SLF RPT: EPILEPSY AGE 17+--WF" ; +label variable ER45617 "HEHC SLF RPT: AGE END EPILEPSY--WF" ; +label variable ER45618 "HEHC SLF RPT: HEADACHE B4 AGE 1--WF" ; +label variable ER45619 "HEHC SLF RPT: HEADACHE AGE 1--WF" ; +label variable ER45620 "HEHC SLF RPT: HEADACHE AGE 2--WF" ; +label variable ER45621 "HEHC SLF RPT: HEADACHE AGE 3--WF" ; +label variable ER45622 "HEHC SLF RPT: HEADACHE AGE 4--WF" ; +label variable ER45623 "HEHC SLF RPT: HEADACHE AGE 5--WF" ; +label variable ER45624 "HEHC SLF RPT: HEADACHE AGE 6--WF" ; +label variable ER45625 "HEHC SLF RPT: HEADACHE AGE 7--WF" ; +label variable ER45626 "HEHC SLF RPT: HEADACHE AGE 8--WF" ; +label variable ER45627 "HEHC SLF RPT: HEADACHE AGE 9--WF" ; +label variable ER45628 "HEHC SLF RPT: HEADACHE AGE 10--WF" ; +label variable ER45629 "HEHC SLF RPT: HEADACHE AGE 11--WF" ; +label variable ER45630 "HEHC SLF RPT: HEADACHE AGE 12--WF" ; +label variable ER45631 "HEHC SLF RPT: HEADACHE AGE 13--WF" ; +label variable ER45632 "HEHC SLF RPT: HEADACHE AGE 14--WF" ; +label variable ER45633 "HEHC SLF RPT: HEADACHE AGE 15--WF" ; +label variable ER45634 "HEHC SLF RPT: HEADACHE AGE 16--WF" ; +label variable ER45635 "HEHC SLF RPT: HEADACHE AGE 17+--WF" ; +label variable ER45636 "HEHC SLF RPT: AGE END HEADACHE--WF" ; +label variable ER45637 "HEHC SLF RPT: STOM PROB B4 AGE 1--WF" ; +label variable ER45638 "HEHC SLF RPT: STOM PROB AGE 1--WF" ; +label variable ER45639 "HEHC SLF RPT: STOM PROB AGE 2--WF" ; +label variable ER45640 "HEHC SLF RPT: STOM PROB AGE 3--WF" ; +label variable ER45641 "HEHC SLF RPT: STOM PROB AGE 4--WF" ; +label variable ER45642 "HEHC SLF RPT: STOM PROB AGE 5--WF" ; +label variable ER45643 "HEHC SLF RPT: STOM PROB AGE 6--WF" ; +label variable ER45644 "HEHC SLF RPT: STOM PROB AGE 7--WF" ; +label variable ER45645 "HEHC SLF RPT: STOM PROB AGE 8--WF" ; +label variable ER45646 "HEHC SLF RPT: STOM PROB AGE 9--WF" ; +label variable ER45647 "HEHC SLF RPT: STOM PROB AGE 10--WF" ; +label variable ER45648 "HEHC SLF RPT: STOM PROB AGE 11--WF" ; +label variable ER45649 "HEHC SLF RPT: STOM PROB AGE 12--WF" ; +label variable ER45650 "HEHC SLF RPT: STOM PROB AGE 13--WF" ; +label variable ER45651 "HEHC SLF RPT: STOM PROB AGE 14--WF" ; +label variable ER45652 "HEHC SLF RPT: STOM PROB AGE 15--WF" ; +label variable ER45653 "HEHC SLF RPT: STOM PROB AGE 16--WF" ; +label variable ER45654 "HEHC SLF RPT: STOM PROB AGE 17+--WF" ; +label variable ER45655 "HEHC SLF RPT: AGE END STOM PROB--WF" ; +label variable ER45656 "HEHC SLF RPT: HGH BLOOD PR B4 AGE 1--WF" ; +label variable ER45657 "HEHC SLF RPT: HGH BLOOD PR AGE 1--WF" ; +label variable ER45658 "HEHC SLF RPT: HGH BLOOD PR AGE 2--WF" ; +label variable ER45659 "HEHC SLF RPT: HGH BLOOD PR AGE 3--WF" ; +label variable ER45660 "HEHC SLF RPT: HGH BLOOD PR AGE 4--WF" ; +label variable ER45661 "HEHC SLF RPT: HGH BLOOD PR AGE 5--WF" ; +label variable ER45662 "HEHC SLF RPT: HGH BLOOD PR AGE 6--WF" ; +label variable ER45663 "HEHC SLF RPT: HGH BLOOD PR AGE 7--WF" ; +label variable ER45664 "HEHC SLF RPT: HGH BLOOD PR AGE 8--WF" ; +label variable ER45665 "HEHC SLF RPT: HGH BLOOD PR AGE 9--WF" ; +label variable ER45666 "HEHC SLF RPT: HGH BLOOD PR AGE 10--WF" ; +label variable ER45667 "HEHC SLF RPT: HGH BLOOD PR AGE 11--WF" ; +label variable ER45668 "HEHC SLF RPT: HGH BLOOD PR AGE 12--WF" ; +label variable ER45669 "HEHC SLF RPT: HGH BLOOD PR AGE 13--WF" ; +label variable ER45670 "HEHC SLF RPT: HGH BLOOD PR AGE 14--WF" ; +label variable ER45671 "HEHC SLF RPT: HGH BLOOD PR AGE 15--WF" ; +label variable ER45672 "HEHC SLF RPT: HGH BLOOD PR AGE 16--WF" ; +label variable ER45673 "HEHC SLF RPT: HGH BLOOD PR AGE 17+--WF" ; +label variable ER45674 "HEHC SLF RPT: AGE END HGH BLOOD PR--WF" ; +label variable ER45675 "HEHC SLF RPT: DEPRESSION B4 AGE 1--WF" ; +label variable ER45676 "HEHC SLF RPT: DEPRESSION AGE 1--WF" ; +label variable ER45677 "HEHC SLF RPT: DEPRESSION AGE 2--WF" ; +label variable ER45678 "HEHC SLF RPT: DEPRESSION AGE 3--WF" ; +label variable ER45679 "HEHC SLF RPT: DEPRESSION AGE 4--WF" ; +label variable ER45680 "HEHC SLF RPT: DEPRESSION AGE 5--WF" ; +label variable ER45681 "HEHC SLF RPT: DEPRESSION AGE 6--WF" ; +label variable ER45682 "HEHC SLF RPT: DEPRESSION AGE 7--WF" ; +label variable ER45683 "HEHC SLF RPT: DEPRESSION AGE 8--WF" ; +label variable ER45684 "HEHC SLF RPT: DEPRESSION AGE 9--WF" ; +label variable ER45685 "HEHC SLF RPT: DEPRESSION AGE 10--WF" ; +label variable ER45686 "HEHC SLF RPT: DEPRESSION AGE 11--WF" ; +label variable ER45687 "HEHC SLF RPT: DEPRESSION AGE 12--WF" ; +label variable ER45688 "HEHC SLF RPT: DEPRESSION AGE 13--WF" ; +label variable ER45689 "HEHC SLF RPT: DEPRESSION AGE 14--WF" ; +label variable ER45690 "HEHC SLF RPT: DEPRESSION AGE 15--WF" ; +label variable ER45691 "HEHC SLF RPT: DEPRESSION AGE 16--WF" ; +label variable ER45692 "HEHC SLF RPT: DEPRESSION AGE 17+--WF" ; +label variable ER45693 "HEHC SLF RPT: AGE END DEPRESSION--WF" ; +label variable ER45694 "HEHC SLF RPT: DRUG/AL PROB B4 AGE 1--WF" ; +label variable ER45695 "HEHC SLF RPT: DRUG/AL PROB AGE 1--WF" ; +label variable ER45696 "HEHC SLF RPT: DRUG/AL PROB AGE 2--WF" ; +label variable ER45697 "HEHC SLF RPT: DRUG/AL PROB AGE 3--WF" ; +label variable ER45698 "HEHC SLF RPT: DRUG/AL PROB AGE 4--WF" ; +label variable ER45699 "HEHC SLF RPT: DRUG/AL PROB AGE 5--WF" ; +label variable ER45700 "HEHC SLF RPT: DRUG/AL PROB AGE 6--WF" ; +label variable ER45701 "HEHC SLF RPT: DRUG/AL PROB AGE 7--WF" ; +label variable ER45702 "HEHC SLF RPT: DRUG/AL PROB AGE 8--WF" ; +label variable ER45703 "HEHC SLF RPT: DRUG/AL PROB AGE 9--WF" ; +label variable ER45704 "HEHC SLF RPT: DRUG/AL PROB AGE 10--WF" ; +label variable ER45705 "HEHC SLF RPT: DRUG/AL PROB AGE 11--WF" ; +label variable ER45706 "HEHC SLF RPT: DRUG/AL PROB AGE 12--WF" ; +label variable ER45707 "HEHC SLF RPT: DRUG/AL PROB AGE 13--WF" ; +label variable ER45708 "HEHC SLF RPT: DRUG/AL PROB AGE 14--WF" ; +label variable ER45709 "HEHC SLF RPT: DRUG/AL PROB AGE 15--WF" ; +label variable ER45710 "HEHC SLF RPT: DRUG/AL PROB AGE 16--WF" ; +label variable ER45711 "HEHC SLF RPT: DRUG/AL PROB AGE 17+--WF" ; +label variable ER45712 "HEHC SLF RPT: AGE END DRUG/AL PROB--WF" ; +label variable ER45713 "HEHC SLF RPT: OTR PSYCH PROB B4 AGE 1--W" ; +label variable ER45714 "HEHC SLF RPT: OTR PSYCH PROB AGE 1--WF" ; +label variable ER45715 "HEHC SLF RPT: OTR PSYCH PROB AGE 2--WF" ; +label variable ER45716 "HEHC SLF RPT: OTR PSYCH PROB AGE 3--WF" ; +label variable ER45717 "HEHC SLF RPT: OTR PSYCH PROB AGE 4--WF" ; +label variable ER45718 "HEHC SLF RPT: OTR PSYCH PROB AGE 5--WF" ; +label variable ER45719 "HEHC SLF RPT: OTR PSYCH PROB AGE 6--WF" ; +label variable ER45720 "HEHC SLF RPT: OTR PSYCH PROB AGE 7--WF" ; +label variable ER45721 "HEHC SLF RPT: OTR PSYCH PROB AGE 8--WF" ; +label variable ER45722 "HEHC SLF RPT: OTR PSYCH PROB AGE 9--WF" ; +label variable ER45723 "HEHC SLF RPT: OTR PSYCH PROB AGE 10--WF" ; +label variable ER45724 "HEHC SLF RPT: OTR PSYCH PROB AGE 11--WF" ; +label variable ER45725 "HEHC SLF RPT: OTR PSYCH PROB AGE 12--WF" ; +label variable ER45726 "HEHC SLF RPT: OTR PSYCH PROB AGE 13--WF" ; +label variable ER45727 "HEHC SLF RPT: OTR PSYCH PROB AGE 14--WF" ; +label variable ER45728 "HEHC SLF RPT: OTR PSYCH PROB AGE 15--WF" ; +label variable ER45729 "HEHC SLF RPT: OTR PSYCH PROB AGE 16--WF" ; +label variable ER45730 "HEHC SLF RPT: OTR PSYCH PROB AGE 17+--WF" ; +label variable ER45731 "HEHC SLF RPT: AGE END OTR PSYCH PROB--WF" ; +label variable ER45732 "HEHC SP RPT: YEAR 1ST REPORT--WF" ; +label variable ER45733 "HEHC SP RPT: PAR SEP B4 AGE 1--WF" ; +label variable ER45734 "HEHC SP RPT: PAR SEP AGE 1--WF" ; +label variable ER45735 "HEHC SP RPT: PAR SEP AGE 2--WF" ; +label variable ER45736 "HEHC SP RPT: PAR SEP AGE 3--WF" ; +label variable ER45737 "HEHC SP RPT: PAR SEP AGE 4--WF" ; +label variable ER45738 "HEHC SP RPT: PAR SEP AGE 5--WF" ; +label variable ER45739 "HEHC SP RPT: PAR SEP AGE 6--WF" ; +label variable ER45740 "HEHC SP RPT: PAR SEP AGE 7--WF" ; +label variable ER45741 "HEHC SP RPT: PAR SEP AGE 8--WF" ; +label variable ER45742 "HEHC SP RPT: PAR SEP AGE 9--WF" ; +label variable ER45743 "HEHC SP RPT: PAR SEP AGE 10--WF" ; +label variable ER45744 "HEHC SP RPT: PAR SEP AGE 11--WF" ; +label variable ER45745 "HEHC SP RPT: PAR SEP AGE 12--WF" ; +label variable ER45746 "HEHC SP RPT: PAR SEP AGE 13--WF" ; +label variable ER45747 "HEHC SP RPT: PAR SEP AGE 14--WF" ; +label variable ER45748 "HEHC SP RPT: PAR SEP AGE 15--WF" ; +label variable ER45749 "HEHC SP RPT: PAR SEP AGE 16--WF" ; +label variable ER45750 "HEHC SP RPT: MOVE B4 AGE 1--WF" ; +label variable ER45751 "HEHC SP RPT: MOVE AGE 1--WF" ; +label variable ER45752 "HEHC SP RPT: MOVE AGE 2--WF" ; +label variable ER45753 "HEHC SP RPT: MOVE AGE 3--WF" ; +label variable ER45754 "HEHC SP RPT: MOVE AGE 4--WF" ; +label variable ER45755 "HEHC SP RPT: MOVE AGE 5--WF" ; +label variable ER45756 "HEHC SP RPT: MOVE AGE 6--WF" ; +label variable ER45757 "HEHC SP RPT: MOVE AGE 7--WF" ; +label variable ER45758 "HEHC SP RPT: MOVE AGE 8--WF" ; +label variable ER45759 "HEHC SP RPT: MOVE AGE 9--WF" ; +label variable ER45760 "HEHC SP RPT: MOVE AGE 10--WF" ; +label variable ER45761 "HEHC SP RPT: MOVE AGE 11--WF" ; +label variable ER45762 "HEHC SP RPT: MOVE AGE 12--WF" ; +label variable ER45763 "HEHC SP RPT: MOVE AGE 13--WF" ; +label variable ER45764 "HEHC SP RPT: MOVE AGE 14--WF" ; +label variable ER45765 "HEHC SP RPT: MOVE AGE 15--WF" ; +label variable ER45766 "HEHC SP RPT: MOVE AGE 16--WF" ; +label variable ER45767 "HEHC SP RPT: SCHOOL B4 AGE 1--WF" ; +label variable ER45768 "HEHC SP RPT: SCHOOL AGE 1--WF" ; +label variable ER45769 "HEHC SP RPT: SCHOOL AGE 2--WF" ; +label variable ER45770 "HEHC SP RPT: SCHOOL AGE 3--WF" ; +label variable ER45771 "HEHC SP RPT: SCHOOL AGE 4--WF" ; +label variable ER45772 "HEHC SP RPT: SCHOOL AGE 5--WF" ; +label variable ER45773 "HEHC SP RPT: SCHOOL AGE 6--WF" ; +label variable ER45774 "HEHC SP RPT: SCHOOL AGE 7--WF" ; +label variable ER45775 "HEHC SP RPT: SCHOOL AGE 8--WF" ; +label variable ER45776 "HEHC SP RPT: SCHOOL AGE 9--WF" ; +label variable ER45777 "HEHC SP RPT: SCHOOL AGE 10--WF" ; +label variable ER45778 "HEHC SP RPT: SCHOOL AGE 11--WF" ; +label variable ER45779 "HEHC SP RPT: SCHOOL AGE 12--WF" ; +label variable ER45780 "HEHC SP RPT: SCHOOL AGE 13--WF" ; +label variable ER45781 "HEHC SP RPT: SCHOOL AGE 14--WF" ; +label variable ER45782 "HEHC SP RPT: SCHOOL AGE 15--WF" ; +label variable ER45783 "HEHC SP RPT: SCHOOL AGE 16--WF" ; +label variable ER45784 "HEHC SP RPT: ASTHMA B4 AGE 1--WF" ; +label variable ER45785 "HEHC SP RPT: ASTHMA AGE 1--WF" ; +label variable ER45786 "HEHC SP RPT: ASTHMA AGE 2--WF" ; +label variable ER45787 "HEHC SP RPT: ASTHMA AGE 3--WF" ; +label variable ER45788 "HEHC SP RPT: ASTHMA AGE 4--WF" ; +label variable ER45789 "HEHC SP RPT: ASTHMA AGE 5--WF" ; +label variable ER45790 "HEHC SP RPT: ASTHMA AGE 6--WF" ; +label variable ER45791 "HEHC SP RPT: ASTHMA AGE 7--WF" ; +label variable ER45792 "HEHC SP RPT: ASTHMA AGE 8--WF" ; +label variable ER45793 "HEHC SP RPT: ASTHMA AGE 9--WF" ; +label variable ER45794 "HEHC SP RPT: ASTHMA AGE 10--WF" ; +label variable ER45795 "HEHC SP RPT: ASTHMA AGE 11--WF" ; +label variable ER45796 "HEHC SP RPT: ASTHMA AGE 12--WF" ; +label variable ER45797 "HEHC SP RPT: ASTHMA AGE 13--WF" ; +label variable ER45798 "HEHC SP RPT: ASTHMA AGE 14--WF" ; +label variable ER45799 "HEHC SP RPT: ASTHMA AGE 15--WF" ; +label variable ER45800 "HEHC SP RPT: ASTHMA AGE 16--WF" ; +label variable ER45801 "HEHC SP RPT: ASTHMA AGE 17+--WF" ; +label variable ER45802 "HEHC SP RPT: AGE END ASTHMA--WF" ; +label variable ER45803 "HEHC SP RPT: DIABETES B4 AGE 1--WF" ; +label variable ER45804 "HEHC SP RPT: DIABETES AGE 1--WF" ; +label variable ER45805 "HEHC SP RPT: DIABETES AGE 2--WF" ; +label variable ER45806 "HEHC SP RPT: DIABETES AGE 3--WF" ; +label variable ER45807 "HEHC SP RPT: DIABETES AGE 4--WF" ; +label variable ER45808 "HEHC SP RPT: DIABETES AGE 5--WF" ; +label variable ER45809 "HEHC SP RPT: DIABETES AGE 6--WF" ; +label variable ER45810 "HEHC SP RPT: DIABETES AGE 7--WF" ; +label variable ER45811 "HEHC SP RPT: DIABETES AGE 8--WF" ; +label variable ER45812 "HEHC SP RPT: DIABETES AGE 9--WF" ; +label variable ER45813 "HEHC SP RPT: DIABETES AGE 10--WF" ; +label variable ER45814 "HEHC SP RPT: DIABETES AGE 11--WF" ; +label variable ER45815 "HEHC SP RPT: DIABETES AGE 12--WF" ; +label variable ER45816 "HEHC SP RPT: DIABETES AGE 13--WF" ; +label variable ER45817 "HEHC SP RPT: DIABETES AGE 14--WF" ; +label variable ER45818 "HEHC SP RPT: DIABETES AGE 15--WF" ; +label variable ER45819 "HEHC SP RPT: DIABETES AGE 16--WF" ; +label variable ER45820 "HEHC SP RPT: DIABETES AGE 17+--WF" ; +label variable ER45821 "HEHC SP RPT: AGE END DIABETES--WF" ; +label variable ER45822 "HEHC SP RPT: RESP DIS B4 AGE 1--WF" ; +label variable ER45823 "HEHC SP RPT: RESP DIS AGE 1--WF" ; +label variable ER45824 "HEHC SP RPT: RESP DIS AGE 2--WF" ; +label variable ER45825 "HEHC SP RPT: RESP DIS AGE 3--WF" ; +label variable ER45826 "HEHC SP RPT: RESP DIS AGE 4--WF" ; +label variable ER45827 "HEHC SP RPT: RESP DIS AGE 5--WF" ; +label variable ER45828 "HEHC SP RPT: RESP DIS AGE 6--WF" ; +label variable ER45829 "HEHC SP RPT: RESP DIS AGE 7--WF" ; +label variable ER45830 "HEHC SP RPT: RESP DIS AGE 8--WF" ; +label variable ER45831 "HEHC SP RPT: RESP DIS AGE 9--WF" ; +label variable ER45832 "HEHC SP RPT: RESP DIS AGE 10--WF" ; +label variable ER45833 "HEHC SP RPT: RESP DIS AGE 11--WF" ; +label variable ER45834 "HEHC SP RPT: RESP DIS AGE 12--WF" ; +label variable ER45835 "HEHC SP RPT: RESP DIS AGE 13--WF" ; +label variable ER45836 "HEHC SP RPT: RESP DIS AGE 14--WF" ; +label variable ER45837 "HEHC SP RPT: RESP DIS AGE 15--WF" ; +label variable ER45838 "HEHC SP RPT: RESP DIS AGE 16--WF" ; +label variable ER45839 "HEHC SP RPT: RESP DIS AGE 17+--WF" ; +label variable ER45840 "HEHC SP RPT: AGE END RESP DIS--WF" ; +label variable ER45841 "HEHC SP RPT: SPCH IMPAIR B4 AGE 1--WF" ; +label variable ER45842 "HEHC SP RPT: SPCH IMPAIR AGE 1--WF" ; +label variable ER45843 "HEHC SP RPT: SPCH IMPAIR AGE 2--WF" ; +label variable ER45844 "HEHC SP RPT: SPCH IMPAIR AGE 3--WF" ; +label variable ER45845 "HEHC SP RPT: SPCH IMPAIR AGE 4--WF" ; +label variable ER45846 "HEHC SP RPT: SPCH IMPAIR AGE 5--WF" ; +label variable ER45847 "HEHC SP RPT: SPCH IMPAIR AGE 6--WF" ; +label variable ER45848 "HEHC SP RPT: SPCH IMPAIR AGE 7--WF" ; +label variable ER45849 "HEHC SP RPT: SPCH IMPAIR AGE 8--WF" ; +label variable ER45850 "HEHC SP RPT: SPCH IMPAIR AGE 9--WF" ; +label variable ER45851 "HEHC SP RPT: SPCH IMPAIR AGE 10--WF" ; +label variable ER45852 "HEHC SP RPT: SPCH IMPAIR AGE 11--WF" ; +label variable ER45853 "HEHC SP RPT: SPCH IMPAIR AGE 12--WF" ; +label variable ER45854 "HEHC SP RPT: SPCH IMPAIR AGE 13--WF" ; +label variable ER45855 "HEHC SP RPT: SPCH IMPAIR AGE 14--WF" ; +label variable ER45856 "HEHC SP RPT: SPCH IMPAIR AGE 15--WF" ; +label variable ER45857 "HEHC SP RPT: SPCH IMPAIR AGE 16--WF" ; +label variable ER45858 "HEHC SP RPT: SPCH IMPAIR AGE 17+--WF" ; +label variable ER45859 "HEHC SP RPT: AGE END SPCH IMPAIR--WF" ; +label variable ER45860 "HEHC SP RPT: ALLERGY B4 AGE 1--WF" ; +label variable ER45861 "HEHC SP RPT: ALLERGY AGE 1--WF" ; +label variable ER45862 "HEHC SP RPT: ALLERGY AGE 2--WF" ; +label variable ER45863 "HEHC SP RPT: ALLERGY AGE 3--WF" ; +label variable ER45864 "HEHC SP RPT: ALLERGY AGE 4--WF" ; +label variable ER45865 "HEHC SP RPT: ALLERGY AGE 5--WF" ; +label variable ER45866 "HEHC SP RPT: ALLERGY AGE 6--WF" ; +label variable ER45867 "HEHC SP RPT: ALLERGY AGE 7--WF" ; +label variable ER45868 "HEHC SP RPT: ALLERGY AGE 8--WF" ; +label variable ER45869 "HEHC SP RPT: ALLERGY AGE 9--WF" ; +label variable ER45870 "HEHC SP RPT: ALLERGY AGE 10--WF" ; +label variable ER45871 "HEHC SP RPT: ALLERGY AGE 11--WF" ; +label variable ER45872 "HEHC SP RPT: ALLERGY AGE 12--WF" ; +label variable ER45873 "HEHC SP RPT: ALLERGY AGE 13--WF" ; +label variable ER45874 "HEHC SP RPT: ALLERGY AGE 14--WF" ; +label variable ER45875 "HEHC SP RPT: ALLERGY AGE 15--WF" ; +label variable ER45876 "HEHC SP RPT: ALLERGY AGE 16--WF" ; +label variable ER45877 "HEHC SP RPT: ALLERGY AGE 17+--WF" ; +label variable ER45878 "HEHC SP RPT: AGE END ALLERGY--WF" ; +label variable ER45879 "HEHC SP RPT: HEART TRBL B4 AGE 1--WF" ; +label variable ER45880 "HEHC SP RPT: HEART TRBL AGE 1--WF" ; +label variable ER45881 "HEHC SP RPT: HEART TRBL AGE 2--WF" ; +label variable ER45882 "HEHC SP RPT: HEART TRBL AGE 3--WF" ; +label variable ER45883 "HEHC SP RPT: HEART TRBL AGE 4--WF" ; +label variable ER45884 "HEHC SP RPT: HEART TRBL AGE 5--WF" ; +label variable ER45885 "HEHC SP RPT: HEART TRBL AGE 6--WF" ; +label variable ER45886 "HEHC SP RPT: HEART TRBL AGE 7--WF" ; +label variable ER45887 "HEHC SP RPT: HEART TRBL AGE 8--WF" ; +label variable ER45888 "HEHC SP RPT: HEART TRBL AGE 9--WF" ; +label variable ER45889 "HEHC SP RPT: HEART TRBL AGE 10--WF" ; +label variable ER45890 "HEHC SP RPT: HEART TRBL AGE 11--WF" ; +label variable ER45891 "HEHC SP RPT: HEART TRBL AGE 12--WF" ; +label variable ER45892 "HEHC SP RPT: HEART TRBL AGE 13--WF" ; +label variable ER45893 "HEHC SP RPT: HEART TRBL AGE 14--WF" ; +label variable ER45894 "HEHC SP RPT: HEART TRBL AGE 15--WF" ; +label variable ER45895 "HEHC SP RPT: HEART TRBL AGE 16--WF" ; +label variable ER45896 "HEHC SP RPT: HEART TRBL AGE 17+--WF" ; +label variable ER45897 "HEHC SP RPT: AGE END HEART TRBL--WF" ; +label variable ER45898 "HEHC SP RPT: EAR PROBS B4 AGE 1--WF" ; +label variable ER45899 "HEHC SP RPT: EAR PROBS AGE 1--WF" ; +label variable ER45900 "HEHC SP RPT: EAR PROBS AGE 2--WF" ; +label variable ER45901 "HEHC SP RPT: EAR PROBS AGE 3--WF" ; +label variable ER45902 "HEHC SP RPT: EAR PROBS AGE 4--WF" ; +label variable ER45903 "HEHC SP RPT: EAR PROBS AGE 5--WF" ; +label variable ER45904 "HEHC SP RPT: EAR PROBS AGE 6--WF" ; +label variable ER45905 "HEHC SP RPT: EAR PROBS AGE 7--WF" ; +label variable ER45906 "HEHC SP RPT: EAR PROBS AGE 8--WF" ; +label variable ER45907 "HEHC SP RPT: EAR PROBS AGE 9--WF" ; +label variable ER45908 "HEHC SP RPT: EAR PROBS AGE 10--WF" ; +label variable ER45909 "HEHC SP RPT: EAR PROBS AGE 11--WF" ; +label variable ER45910 "HEHC SP RPT: EAR PROBS AGE 12--WF" ; +label variable ER45911 "HEHC SP RPT: EAR PROBS AGE 13--WF" ; +label variable ER45912 "HEHC SP RPT: EAR PROBS AGE 14--WF" ; +label variable ER45913 "HEHC SP RPT: EAR PROBS AGE 15--WF" ; +label variable ER45914 "HEHC SP RPT: EAR PROBS AGE 16--WF" ; +label variable ER45915 "HEHC SP RPT: EAR PROBS AGE 17+--WF" ; +label variable ER45916 "HEHC SP RPT: AGE END EAR PROBS--WF" ; +label variable ER45917 "HEHC SP RPT: EPILEPSY B4 AGE 1--WF" ; +label variable ER45918 "HEHC SP RPT: EPILEPSY AGE 1--WF" ; +label variable ER45919 "HEHC SP RPT: EPILEPSY AGE 2--WF" ; +label variable ER45920 "HEHC SP RPT: EPILEPSY AGE 3--WF" ; +label variable ER45921 "HEHC SP RPT: EPILEPSY AGE 4--WF" ; +label variable ER45922 "HEHC SP RPT: EPILEPSY AGE 5--WF" ; +label variable ER45923 "HEHC SP RPT: EPILEPSY AGE 6--WF" ; +label variable ER45924 "HEHC SP RPT: EPILEPSY AGE 7--WF" ; +label variable ER45925 "HEHC SP RPT: EPILEPSY AGE 8--WF" ; +label variable ER45926 "HEHC SP RPT: EPILEPSY AGE 9--WF" ; +label variable ER45927 "HEHC SP RPT: EPILEPSY AGE 10--WF" ; +label variable ER45928 "HEHC SP RPT: EPILEPSY AGE 11--WF" ; +label variable ER45929 "HEHC SP RPT: EPILEPSY AGE 12--WF" ; +label variable ER45930 "HEHC SP RPT: EPILEPSY AGE 13--WF" ; +label variable ER45931 "HEHC SP RPT: EPILEPSY AGE 14--WF" ; +label variable ER45932 "HEHC SP RPT: EPILEPSY AGE 15--WF" ; +label variable ER45933 "HEHC SP RPT: EPILEPSY AGE 16--WF" ; +label variable ER45934 "HEHC SP RPT: EPILEPSY AGE 17+--WF" ; +label variable ER45935 "HEHC SP RPT: AGE END EPILEPSY--WF" ; +label variable ER45936 "HEHC SP RPT: HEADACHE B4 AGE 1--WF" ; +label variable ER45937 "HEHC SP RPT: HEADACHE AGE 1--WF" ; +label variable ER45938 "HEHC SP RPT: HEADACHE AGE 2--WF" ; +label variable ER45939 "HEHC SP RPT: HEADACHE AGE 3--WF" ; +label variable ER45940 "HEHC SP RPT: HEADACHE AGE 4--WF" ; +label variable ER45941 "HEHC SP RPT: HEADACHE AGE 5--WF" ; +label variable ER45942 "HEHC SP RPT: HEADACHE AGE 6--WF" ; +label variable ER45943 "HEHC SP RPT: HEADACHE AGE 7--WF" ; +label variable ER45944 "HEHC SP RPT: HEADACHE AGE 8--WF" ; +label variable ER45945 "HEHC SP RPT: HEADACHE AGE 9--WF" ; +label variable ER45946 "HEHC SP RPT: HEADACHE AGE 10--WF" ; +label variable ER45947 "HEHC SP RPT: HEADACHE AGE 11--WF" ; +label variable ER45948 "HEHC SP RPT: HEADACHE AGE 12--WF" ; +label variable ER45949 "HEHC SP RPT: HEADACHE AGE 13--WF" ; +label variable ER45950 "HEHC SP RPT: HEADACHE AGE 14--WF" ; +label variable ER45951 "HEHC SP RPT: HEADACHE AGE 15--WF" ; +label variable ER45952 "HEHC SP RPT: HEADACHE AGE 16--WF" ; +label variable ER45953 "HEHC SP RPT: HEADACHE AGE 17+--WF" ; +label variable ER45954 "HEHC SP RPT: AGE END HEADACHE--WF" ; +label variable ER45955 "HEHC SP RPT: STOM PROB B4 AGE 1--WF" ; +label variable ER45956 "HEHC SP RPT: STOM PROB AGE 1--WF" ; +label variable ER45957 "HEHC SP RPT: STOM PROB AGE 2--WF" ; +label variable ER45958 "HEHC SP RPT: STOM PROB AGE 3--WF" ; +label variable ER45959 "HEHC SP RPT: STOM PROB AGE 4--WF" ; +label variable ER45960 "HEHC SP RPT: STOM PROB AGE 5--WF" ; +label variable ER45961 "HEHC SP RPT: STOM PROB AGE 6--WF" ; +label variable ER45962 "HEHC SP RPT: STOM PROB AGE 7--WF" ; +label variable ER45963 "HEHC SP RPT: STOM PROB AGE 8--WF" ; +label variable ER45964 "HEHC SP RPT: STOM PROB AGE 9--WF" ; +label variable ER45965 "HEHC SP RPT: STOM PROB AGE 10--WF" ; +label variable ER45966 "HEHC SP RPT: STOM PROB AGE 11--WF" ; +label variable ER45967 "HEHC SP RPT: STOM PROB AGE 12--WF" ; +label variable ER45968 "HEHC SP RPT: STOM PROB AGE 13--WF" ; +label variable ER45969 "HEHC SP RPT: STOM PROB AGE 14--WF" ; +label variable ER45970 "HEHC SP RPT: STOM PROB AGE 15--WF" ; +label variable ER45971 "HEHC SP RPT: STOM PROB AGE 16--WF" ; +label variable ER45972 "HEHC SP RPT: STOM PROB AGE 17+--WF" ; +label variable ER45973 "HEHC SP RPT: AGE END STOM PROB--WF" ; +label variable ER45974 "HEHC SP RPT: HGH BLOOD PR B4 AGE 1--WF" ; +label variable ER45975 "HEHC SP RPT: HGH BLOOD PR AGE 1--WF" ; +label variable ER45976 "HEHC SP RPT: HGH BLOOD PR AGE 2--WF" ; +label variable ER45977 "HEHC SP RPT: HGH BLOOD PR AGE 3--WF" ; +label variable ER45978 "HEHC SP RPT: HGH BLOOD PR AGE 4--WF" ; +label variable ER45979 "HEHC SP RPT: HGH BLOOD PR AGE 5--WF" ; +label variable ER45980 "HEHC SP RPT: HGH BLOOD PR AGE 6--WF" ; +label variable ER45981 "HEHC SP RPT: HGH BLOOD PR AGE 7--WF" ; +label variable ER45982 "HEHC SP RPT: HGH BLOOD PR AGE 8--WF" ; +label variable ER45983 "HEHC SP RPT: HGH BLOOD PR AGE 9--WF" ; +label variable ER45984 "HEHC SP RPT: HGH BLOOD PR AGE 10--WF" ; +label variable ER45985 "HEHC SP RPT: HGH BLOOD PR AGE 11--WF" ; +label variable ER45986 "HEHC SP RPT: HGH BLOOD PR AGE 12--WF" ; +label variable ER45987 "HEHC SP RPT: HGH BLOOD PR AGE 13--WF" ; +label variable ER45988 "HEHC SP RPT: HGH BLOOD PR AGE 14--WF" ; +label variable ER45989 "HEHC SP RPT: HGH BLOOD PR AGE 15--WF" ; +label variable ER45990 "HEHC SP RPT: HGH BLOOD PR AGE 16--WF" ; +label variable ER45991 "HEHC SP RPT: HGH BLOOD PR AGE 17+--WF" ; +label variable ER45992 "HEHC SP RPT: AGE END HGH BLOOD PR--WF" ; +label variable ER45993 "HEHC SP RPT: DEPRESSION B4 AGE 1--WF" ; +label variable ER45994 "HEHC SP RPT: DEPRESSION AGE 1--WF" ; +label variable ER45995 "HEHC SP RPT: DEPRESSION AGE 2--WF" ; +label variable ER45996 "HEHC SP RPT: DEPRESSION AGE 3--WF" ; +label variable ER45997 "HEHC SP RPT: DEPRESSION AGE 4--WF" ; +label variable ER45998 "HEHC SP RPT: DEPRESSION AGE 5--WF" ; +label variable ER45999 "HEHC SP RPT: DEPRESSION AGE 6--WF" ; +label variable ER46000 "HEHC SP RPT: DEPRESSION AGE 7--WF" ; +label variable ER46001 "HEHC SP RPT: DEPRESSION AGE 8--WF" ; +label variable ER46002 "HEHC SP RPT: DEPRESSION AGE 9--WF" ; +label variable ER46003 "HEHC SP RPT: DEPRESSION AGE 10--WF" ; +label variable ER46004 "HEHC SP RPT: DEPRESSION AGE 11--WF" ; +label variable ER46005 "HEHC SP RPT: DEPRESSION AGE 12--WF" ; +label variable ER46006 "HEHC SP RPT: DEPRESSION AGE 13--WF" ; +label variable ER46007 "HEHC SP RPT: DEPRESSION AGE 14--WF" ; +label variable ER46008 "HEHC SP RPT: DEPRESSION AGE 15--WF" ; +label variable ER46009 "HEHC SP RPT: DEPRESSION AGE 16--WF" ; +label variable ER46010 "HEHC SP RPT: DEPRESSION AGE 17+--WF" ; +label variable ER46011 "HEHC SP RPT: AGE END DEPRESSION--WF" ; +label variable ER46012 "HEHC SP RPT: DRUG/AL PROB B4 AGE 1--WF" ; +label variable ER46013 "HEHC SP RPT: DRUG/AL PROB AGE 1--WF" ; +label variable ER46014 "HEHC SP RPT: DRUG/AL PROB AGE 2--WF" ; +label variable ER46015 "HEHC SP RPT: DRUG/AL PROB AGE 3--WF" ; +label variable ER46016 "HEHC SP RPT: DRUG/AL PROB AGE 4--WF" ; +label variable ER46017 "HEHC SP RPT: DRUG/AL PROB AGE 5--WF" ; +label variable ER46018 "HEHC SP RPT: DRUG/AL PROB AGE 6--WF" ; +label variable ER46019 "HEHC SP RPT: DRUG/AL PROB AGE 7--WF" ; +label variable ER46020 "HEHC SP RPT: DRUG/AL PROB AGE 8--WF" ; +label variable ER46021 "HEHC SP RPT: DRUG/AL PROB AGE 9--WF" ; +label variable ER46022 "HEHC SP RPT: DRUG/AL PROB AGE 10--WF" ; +label variable ER46023 "HEHC SP RPT: DRUG/AL PROB AGE 11--WF" ; +label variable ER46024 "HEHC SP RPT: DRUG/AL PROB AGE 12--WF" ; +label variable ER46025 "HEHC SP RPT: DRUG/AL PROB AGE 13--WF" ; +label variable ER46026 "HEHC SP RPT: DRUG/AL PROB AGE 14--WF" ; +label variable ER46027 "HEHC SP RPT: DRUG/AL PROB AGE 15--WF" ; +label variable ER46028 "HEHC SP RPT: DRUG/AL PROB AGE 16--WF" ; +label variable ER46029 "HEHC SP RPT: DRUG/AL PROB AGE 17+--WF" ; +label variable ER46030 "HEHC SP RPT: AGE END DRUG/AL PROB--WF" ; +label variable ER46031 "HEHC SP RPT: OTR PSYCH PROB B4 AGE 1--WF" ; +label variable ER46032 "HEHC SP RPT: OTR PSYCH PROB AGE 1--WF" ; +label variable ER46033 "HEHC SP RPT: OTR PSYCH PROB AGE 2--WF" ; +label variable ER46034 "HEHC SP RPT: OTR PSYCH PROB AGE 3--WF" ; +label variable ER46035 "HEHC SP RPT: OTR PSYCH PROB AGE 4--WF" ; +label variable ER46036 "HEHC SP RPT: OTR PSYCH PROB AGE 5--WF" ; +label variable ER46037 "HEHC SP RPT: OTR PSYCH PROB AGE 6--WF" ; +label variable ER46038 "HEHC SP RPT: OTR PSYCH PROB AGE 7--WF" ; +label variable ER46039 "HEHC SP RPT: OTR PSYCH PROB AGE 8--WF" ; +label variable ER46040 "HEHC SP RPT: OTR PSYCH PROB AGE 9--WF" ; +label variable ER46041 "HEHC SP RPT: OTR PSYCH PROB AGE 10--WF" ; +label variable ER46042 "HEHC SP RPT: OTR PSYCH PROB AGE 11--WF" ; +label variable ER46043 "HEHC SP RPT: OTR PSYCH PROB AGE 12--WF" ; +label variable ER46044 "HEHC SP RPT: OTR PSYCH PROB AGE 13--WF" ; +label variable ER46045 "HEHC SP RPT: OTR PSYCH PROB AGE 14--WF" ; +label variable ER46046 "HEHC SP RPT: OTR PSYCH PROB AGE 15--WF" ; +label variable ER46047 "HEHC SP RPT: OTR PSYCH PROB AGE 16--WF" ; +label variable ER46048 "HEHC SP RPT: OTR PSYCH PROB AGE 17+--WF" ; +label variable ER46049 "HEHC SP RPT: AGE END OTR PSYCH PROB--WF" ; +label variable ER46050 "HEHC OTR RPT: YEAR 1ST REPORT--WF" ; +label variable ER46051 "HEHC OTR RPT: PAR SEP B4 AGE 1--WF" ; +label variable ER46052 "HEHC OTR RPT: PAR SEP AGE 1--WF" ; +label variable ER46053 "HEHC OTR RPT: PAR SEP AGE 2--WF" ; +label variable ER46054 "HEHC OTR RPT: PAR SEP AGE 3--WF" ; +label variable ER46055 "HEHC OTR RPT: PAR SEP AGE 4--WF" ; +label variable ER46056 "HEHC OTR RPT: PAR SEP AGE 5--WF" ; +label variable ER46057 "HEHC OTR RPT: PAR SEP AGE 6--WF" ; +label variable ER46058 "HEHC OTR RPT: PAR SEP AGE 7--WF" ; +label variable ER46059 "HEHC OTR RPT: PAR SEP AGE 8--WF" ; +label variable ER46060 "HEHC OTR RPT: PAR SEP AGE 9--WF" ; +label variable ER46061 "HEHC OTR RPT: PAR SEP AGE 10--WF" ; +label variable ER46062 "HEHC OTR RPT: PAR SEP AGE 11--WF" ; +label variable ER46063 "HEHC OTR RPT: PAR SEP AGE 12--WF" ; +label variable ER46064 "HEHC OTR RPT: PAR SEP AGE 13--WF" ; +label variable ER46065 "HEHC OTR RPT: PAR SEP AGE 14--WF" ; +label variable ER46066 "HEHC OTR RPT: PAR SEP AGE 15--WF" ; +label variable ER46067 "HEHC OTR RPT: PAR SEP AGE 16--WF" ; +label variable ER46068 "HEHC OTR RPT: MOVE B4 AGE 1--WF" ; +label variable ER46069 "HEHC OTR RPT: MOVE AGE 1--WF" ; +label variable ER46070 "HEHC OTR RPT: MOVE AGE 2--WF" ; +label variable ER46071 "HEHC OTR RPT: MOVE AGE 3--WF" ; +label variable ER46072 "HEHC OTR RPT: MOVE AGE 4--WF" ; +label variable ER46073 "HEHC OTR RPT: MOVE AGE 5--WF" ; +label variable ER46074 "HEHC OTR RPT: MOVE AGE 6--WF" ; +label variable ER46075 "HEHC OTR RPT: MOVE AGE 7--WF" ; +label variable ER46076 "HEHC OTR RPT: MOVE AGE 8--WF" ; +label variable ER46077 "HEHC OTR RPT: MOVE AGE 9--WF" ; +label variable ER46078 "HEHC OTR RPT: MOVE AGE 10--WF" ; +label variable ER46079 "HEHC OTR RPT: MOVE AGE 11--WF" ; +label variable ER46080 "HEHC OTR RPT: MOVE AGE 12--WF" ; +label variable ER46081 "HEHC OTR RPT: MOVE AGE 13--WF" ; +label variable ER46082 "HEHC OTR RPT: MOVE AGE 14--WF" ; +label variable ER46083 "HEHC OTR RPT: MOVE AGE 15--WF" ; +label variable ER46084 "HEHC OTR RPT: MOVE AGE 16--WF" ; +label variable ER46085 "HEHC OTR RPT: SCHOOL B4 AGE 1--WF" ; +label variable ER46086 "HEHC OTR RPT: SCHOOL AGE 1--WF" ; +label variable ER46087 "HEHC OTR RPT: SCHOOL AGE 2--WF" ; +label variable ER46088 "HEHC OTR RPT: SCHOOL AGE 3--WF" ; +label variable ER46089 "HEHC OTR RPT: SCHOOL AGE 4--WF" ; +label variable ER46090 "HEHC OTR RPT: SCHOOL AGE 5--WF" ; +label variable ER46091 "HEHC OTR RPT: SCHOOL AGE 6--WF" ; +label variable ER46092 "HEHC OTR RPT: SCHOOL AGE 7--WF" ; +label variable ER46093 "HEHC OTR RPT: SCHOOL AGE 8--WF" ; +label variable ER46094 "HEHC OTR RPT: SCHOOL AGE 9--WF" ; +label variable ER46095 "HEHC OTR RPT: SCHOOL AGE 10--WF" ; +label variable ER46096 "HEHC OTR RPT: SCHOOL AGE 11--WF" ; +label variable ER46097 "HEHC OTR RPT: SCHOOL AGE 12--WF" ; +label variable ER46098 "HEHC OTR RPT: SCHOOL AGE 13--WF" ; +label variable ER46099 "HEHC OTR RPT: SCHOOL AGE 14--WF" ; +label variable ER46100 "HEHC OTR RPT: SCHOOL AGE 15--WF" ; +label variable ER46101 "HEHC OTR RPT: SCHOOL AGE 16--WF" ; +label variable ER46102 "HEHC OTR RPT: ASTHMA B4 AGE 1--WF" ; +label variable ER46103 "HEHC OTR RPT: ASTHMA AGE 1--WF" ; +label variable ER46104 "HEHC OTR RPT: ASTHMA AGE 2--WF" ; +label variable ER46105 "HEHC OTR RPT: ASTHMA AGE 3--WF" ; +label variable ER46106 "HEHC OTR RPT: ASTHMA AGE 4--WF" ; +label variable ER46107 "HEHC OTR RPT: ASTHMA AGE 5--WF" ; +label variable ER46108 "HEHC OTR RPT: ASTHMA AGE 6--WF" ; +label variable ER46109 "HEHC OTR RPT: ASTHMA AGE 7--WF" ; +label variable ER46110 "HEHC OTR RPT: ASTHMA AGE 8--WF" ; +label variable ER46111 "HEHC OTR RPT: ASTHMA AGE 9--WF" ; +label variable ER46112 "HEHC OTR RPT: ASTHMA AGE 10--WF" ; +label variable ER46113 "HEHC OTR RPT: ASTHMA AGE 11--WF" ; +label variable ER46114 "HEHC OTR RPT: ASTHMA AGE 12--WF" ; +label variable ER46115 "HEHC OTR RPT: ASTHMA AGE 13--WF" ; +label variable ER46116 "HEHC OTR RPT: ASTHMA AGE 14--WF" ; +label variable ER46117 "HEHC OTR RPT: ASTHMA AGE 15--WF" ; +label variable ER46118 "HEHC OTR RPT: ASTHMA AGE 16--WF" ; +label variable ER46119 "HEHC OTR RPT: ASTHMA AGE 17+--WF" ; +label variable ER46120 "HEHC OTR RPT: AGE END ASTHMA--WF" ; +label variable ER46121 "HEHC OTR RPT: DIABETES B4 AGE 1--WF" ; +label variable ER46122 "HEHC OTR RPT: DIABETES AGE 1--WF" ; +label variable ER46123 "HEHC OTR RPT: DIABETES AGE 2--WF" ; +label variable ER46124 "HEHC OTR RPT: DIABETES AGE 3--WF" ; +label variable ER46125 "HEHC OTR RPT: DIABETES AGE 4--WF" ; +label variable ER46126 "HEHC OTR RPT: DIABETES AGE 5--WF" ; +label variable ER46127 "HEHC OTR RPT: DIABETES AGE 6--WF" ; +label variable ER46128 "HEHC OTR RPT: DIABETES AGE 7--WF" ; +label variable ER46129 "HEHC OTR RPT: DIABETES AGE 8--WF" ; +label variable ER46130 "HEHC OTR RPT: DIABETES AGE 9--WF" ; +label variable ER46131 "HEHC OTR RPT: DIABETES AGE 10--WF" ; +label variable ER46132 "HEHC OTR RPT: DIABETES AGE 11--WF" ; +label variable ER46133 "HEHC OTR RPT: DIABETES AGE 12--WF" ; +label variable ER46134 "HEHC OTR RPT: DIABETES AGE 13--WF" ; +label variable ER46135 "HEHC OTR RPT: DIABETES AGE 14--WF" ; +label variable ER46136 "HEHC OTR RPT: DIABETES AGE 15--WF" ; +label variable ER46137 "HEHC OTR RPT: DIABETES AGE 16--WF" ; +label variable ER46138 "HEHC OTR RPT: DIABETES AGE 17+--WF" ; +label variable ER46139 "HEHC OTR RPT: AGE END DIABETES--WF" ; +label variable ER46140 "HEHC OTR RPT: RESP DIS B4 AGE 1--WF" ; +label variable ER46141 "HEHC OTR RPT: RESP DIS AGE 1--WF" ; +label variable ER46142 "HEHC OTR RPT: RESP DIS AGE 2--WF" ; +label variable ER46143 "HEHC OTR RPT: RESP DIS AGE 3--WF" ; +label variable ER46144 "HEHC OTR RPT: RESP DIS AGE 4--WF" ; +label variable ER46145 "HEHC OTR RPT: RESP DIS AGE 5--WF" ; +label variable ER46146 "HEHC OTR RPT: RESP DIS AGE 6--WF" ; +label variable ER46147 "HEHC OTR RPT: RESP DIS AGE 7--WF" ; +label variable ER46148 "HEHC OTR RPT: RESP DIS AGE 8--WF" ; +label variable ER46149 "HEHC OTR RPT: RESP DIS AGE 9--WF" ; +label variable ER46150 "HEHC OTR RPT: RESP DIS AGE 10--WF" ; +label variable ER46151 "HEHC OTR RPT: RESP DIS AGE 11--WF" ; +label variable ER46152 "HEHC OTR RPT: RESP DIS AGE 12--WF" ; +label variable ER46153 "HEHC OTR RPT: RESP DIS AGE 13--WF" ; +label variable ER46154 "HEHC OTR RPT: RESP DIS AGE 14--WF" ; +label variable ER46155 "HEHC OTR RPT: RESP DIS AGE 15--WF" ; +label variable ER46156 "HEHC OTR RPT: RESP DIS AGE 16--WF" ; +label variable ER46157 "HEHC OTR RPT: RESP DIS AGE 17+--WF" ; +label variable ER46158 "HEHC OTR RPT: AGE END RESP DIS--WF" ; +label variable ER46159 "HEHC OTR RPT: SPCH IMPAIR B4 AGE 1--WF" ; +label variable ER46160 "HEHC OTR RPT: SPCH IMPAIR AGE 1--WF" ; +label variable ER46161 "HEHC OTR RPT: SPCH IMPAIR AGE 2--WF" ; +label variable ER46162 "HEHC OTR RPT: SPCH IMPAIR AGE 3--WF" ; +label variable ER46163 "HEHC OTR RPT: SPCH IMPAIR AGE 4--WF" ; +label variable ER46164 "HEHC OTR RPT: SPCH IMPAIR AGE 5--WF" ; +label variable ER46165 "HEHC OTR RPT: SPCH IMPAIR AGE 6--WF" ; +label variable ER46166 "HEHC OTR RPT: SPCH IMPAIR AGE 7--WF" ; +label variable ER46167 "HEHC OTR RPT: SPCH IMPAIR AGE 8--WF" ; +label variable ER46168 "HEHC OTR RPT: SPCH IMPAIR AGE 9--WF" ; +label variable ER46169 "HEHC OTR RPT: SPCH IMPAIR AGE 10--WF" ; +label variable ER46170 "HEHC OTR RPT: SPCH IMPAIR AGE 11--WF" ; +label variable ER46171 "HEHC OTR RPT: SPCH IMPAIR AGE 12--WF" ; +label variable ER46172 "HEHC OTR RPT: SPCH IMPAIR AGE 13--WF" ; +label variable ER46173 "HEHC OTR RPT: SPCH IMPAIR AGE 14--WF" ; +label variable ER46174 "HEHC OTR RPT: SPCH IMPAIR AGE 15--WF" ; +label variable ER46175 "HEHC OTR RPT: SPCH IMPAIR AGE 16--WF" ; +label variable ER46176 "HEHC OTR RPT: SPCH IMPAIR AGE 17+--WF" ; +label variable ER46177 "HEHC OTR RPT: AGE END SPCH IMPAIR--WF" ; +label variable ER46178 "HEHC OTR RPT: ALLERGY B4 AGE 1--WF" ; +label variable ER46179 "HEHC OTR RPT: ALLERGY AGE 1--WF" ; +label variable ER46180 "HEHC OTR RPT: ALLERGY AGE 2--WF" ; +label variable ER46181 "HEHC OTR RPT: ALLERGY AGE 3--WF" ; +label variable ER46182 "HEHC OTR RPT: ALLERGY AGE 4--WF" ; +label variable ER46183 "HEHC OTR RPT: ALLERGY AGE 5--WF" ; +label variable ER46184 "HEHC OTR RPT: ALLERGY AGE 6--WF" ; +label variable ER46185 "HEHC OTR RPT: ALLERGY AGE 7--WF" ; +label variable ER46186 "HEHC OTR RPT: ALLERGY AGE 8--WF" ; +label variable ER46187 "HEHC OTR RPT: ALLERGY AGE 9--WF" ; +label variable ER46188 "HEHC OTR RPT: ALLERGY AGE 10--WF" ; +label variable ER46189 "HEHC OTR RPT: ALLERGY AGE 11--WF" ; +label variable ER46190 "HEHC OTR RPT: ALLERGY AGE 12--WF" ; +label variable ER46191 "HEHC OTR RPT: ALLERGY AGE 13--WF" ; +label variable ER46192 "HEHC OTR RPT: ALLERGY AGE 14--WF" ; +label variable ER46193 "HEHC OTR RPT: ALLERGY AGE 15--WF" ; +label variable ER46194 "HEHC OTR RPT: ALLERGY AGE 16--WF" ; +label variable ER46195 "HEHC OTR RPT: ALLERGY AGE 17+--WF" ; +label variable ER46196 "HEHC OTR RPT: AGE END ALLERGY--WF" ; +label variable ER46197 "HEHC OTR RPT: HEART TRBL B4 AGE 1--WF" ; +label variable ER46198 "HEHC OTR RPT: HEART TRBL AGE 1--WF" ; +label variable ER46199 "HEHC OTR RPT: HEART TRBL AGE 2--WF" ; +label variable ER46200 "HEHC OTR RPT: HEART TRBL AGE 3--WF" ; +label variable ER46201 "HEHC OTR RPT: HEART TRBL AGE 4--WF" ; +label variable ER46202 "HEHC OTR RPT: HEART TRBL AGE 5--WF" ; +label variable ER46203 "HEHC OTR RPT: HEART TRBL AGE 6--WF" ; +label variable ER46204 "HEHC OTR RPT: HEART TRBL AGE 7--WF" ; +label variable ER46205 "HEHC OTR RPT: HEART TRBL AGE 8--WF" ; +label variable ER46206 "HEHC OTR RPT: HEART TRBL AGE 9--WF" ; +label variable ER46207 "HEHC OTR RPT: HEART TRBL AGE 10--WF" ; +label variable ER46208 "HEHC OTR RPT: HEART TRBL AGE 11--WF" ; +label variable ER46209 "HEHC OTR RPT: HEART TRBL AGE 12--WF" ; +label variable ER46210 "HEHC OTR RPT: HEART TRBL AGE 13--WF" ; +label variable ER46211 "HEHC OTR RPT: HEART TRBL AGE 14--WF" ; +label variable ER46212 "HEHC OTR RPT: HEART TRBL AGE 15--WF" ; +label variable ER46213 "HEHC OTR RPT: HEART TRBL AGE 16--WF" ; +label variable ER46214 "HEHC OTR RPT: HEART TRBL AGE 17+--WF" ; +label variable ER46215 "HEHC OTR RPT: AGE END HEART TRBL--WF" ; +label variable ER46216 "HEHC OTR RPT: EAR PROBS B4 AGE 1--WF" ; +label variable ER46217 "HEHC OTR RPT: EAR PROBS AGE 1--WF" ; +label variable ER46218 "HEHC OTR RPT: EAR PROBS AGE 2--WF" ; +label variable ER46219 "HEHC OTR RPT: EAR PROBS AGE 3--WF" ; +label variable ER46220 "HEHC OTR RPT: EAR PROBS AGE 4--WF" ; +label variable ER46221 "HEHC OTR RPT: EAR PROBS AGE 5--WF" ; +label variable ER46222 "HEHC OTR RPT: EAR PROBS AGE 6--WF" ; +label variable ER46223 "HEHC OTR RPT: EAR PROBS AGE 7--WF" ; +label variable ER46224 "HEHC OTR RPT: EAR PROBS AGE 8--WF" ; +label variable ER46225 "HEHC OTR RPT: EAR PROBS AGE 9--WF" ; +label variable ER46226 "HEHC OTR RPT: EAR PROBS AGE 10--WF" ; +label variable ER46227 "HEHC OTR RPT: EAR PROBS AGE 11--WF" ; +label variable ER46228 "HEHC OTR RPT: EAR PROBS AGE 12--WF" ; +label variable ER46229 "HEHC OTR RPT: EAR PROBS AGE 13--WF" ; +label variable ER46230 "HEHC OTR RPT: EAR PROBS AGE 14--WF" ; +label variable ER46231 "HEHC OTR RPT: EAR PROBS AGE 15--WF" ; +label variable ER46232 "HEHC OTR RPT: EAR PROBS AGE 16--WF" ; +label variable ER46233 "HEHC OTR RPT: EAR PROBS AGE 17+--WF" ; +label variable ER46234 "HEHC OTR RPT: AGE END EAR PROBS--WF" ; +label variable ER46235 "HEHC OTR RPT: EPILEPSY B4 AGE 1--WF" ; +label variable ER46236 "HEHC OTR RPT: EPILEPSY AGE 1--WF" ; +label variable ER46237 "HEHC OTR RPT: EPILEPSY AGE 2--WF" ; +label variable ER46238 "HEHC OTR RPT: EPILEPSY AGE 3--WF" ; +label variable ER46239 "HEHC OTR RPT: EPILEPSY AGE 4--WF" ; +label variable ER46240 "HEHC OTR RPT: EPILEPSY AGE 5--WF" ; +label variable ER46241 "HEHC OTR RPT: EPILEPSY AGE 6--WF" ; +label variable ER46242 "HEHC OTR RPT: EPILEPSY AGE 7--WF" ; +label variable ER46243 "HEHC OTR RPT: EPILEPSY AGE 8--WF" ; +label variable ER46244 "HEHC OTR RPT: EPILEPSY AGE 9--WF" ; +label variable ER46245 "HEHC OTR RPT: EPILEPSY AGE 10--WF" ; +label variable ER46246 "HEHC OTR RPT: EPILEPSY AGE 11--WF" ; +label variable ER46247 "HEHC OTR RPT: EPILEPSY AGE 12--WF" ; +label variable ER46248 "HEHC OTR RPT: EPILEPSY AGE 13--WF" ; +label variable ER46249 "HEHC OTR RPT: EPILEPSY AGE 14--WF" ; +label variable ER46250 "HEHC OTR RPT: EPILEPSY AGE 15--WF" ; +label variable ER46251 "HEHC OTR RPT: EPILEPSY AGE 16--WF" ; +label variable ER46252 "HEHC OTR RPT: EPILEPSY AGE 17+--WF" ; +label variable ER46253 "HEHC OTR RPT: AGE END EPILEPSY--WF" ; +label variable ER46254 "HEHC OTR RPT: HEADACHE B4 AGE 1--WF" ; +label variable ER46255 "HEHC OTR RPT: HEADACHE AGE 1--WF" ; +label variable ER46256 "HEHC OTR RPT: HEADACHE AGE 2--WF" ; +label variable ER46257 "HEHC OTR RPT: HEADACHE AGE 3--WF" ; +label variable ER46258 "HEHC OTR RPT: HEADACHE AGE 4--WF" ; +label variable ER46259 "HEHC OTR RPT: HEADACHE AGE 5--WF" ; +label variable ER46260 "HEHC OTR RPT: HEADACHE AGE 6--WF" ; +label variable ER46261 "HEHC OTR RPT: HEADACHE AGE 7--WF" ; +label variable ER46262 "HEHC OTR RPT: HEADACHE AGE 8--WF" ; +label variable ER46263 "HEHC OTR RPT: HEADACHE AGE 9--WF" ; +label variable ER46264 "HEHC OTR RPT: HEADACHE AGE 10--WF" ; +label variable ER46265 "HEHC OTR RPT: HEADACHE AGE 11--WF" ; +label variable ER46266 "HEHC OTR RPT: HEADACHE AGE 12--WF" ; +label variable ER46267 "HEHC OTR RPT: HEADACHE AGE 13--WF" ; +label variable ER46268 "HEHC OTR RPT: HEADACHE AGE 14--WF" ; +label variable ER46269 "HEHC OTR RPT: HEADACHE AGE 15--WF" ; +label variable ER46270 "HEHC OTR RPT: HEADACHE AGE 16--WF" ; +label variable ER46271 "HEHC OTR RPT: HEADACHE AGE 17+--WF" ; +label variable ER46272 "HEHC OTR RPT: AGE END HEADACHE--WF" ; +label variable ER46273 "HEHC OTR RPT: STOM PROB B4 AGE 1--WF" ; +label variable ER46274 "HEHC OTR RPT: STOM PROB AGE 1--WF" ; +label variable ER46275 "HEHC OTR RPT: STOM PROB AGE 2--WF" ; +label variable ER46276 "HEHC OTR RPT: STOM PROB AGE 3--WF" ; +label variable ER46277 "HEHC OTR RPT: STOM PROB AGE 4--WF" ; +label variable ER46278 "HEHC OTR RPT: STOM PROB AGE 5--WF" ; +label variable ER46279 "HEHC OTR RPT: STOM PROB AGE 6--WF" ; +label variable ER46280 "HEHC OTR RPT: STOM PROB AGE 7--WF" ; +label variable ER46281 "HEHC OTR RPT: STOM PROB AGE 8--WF" ; +label variable ER46282 "HEHC OTR RPT: STOM PROB AGE 9--WF" ; +label variable ER46283 "HEHC OTR RPT: STOM PROB AGE 10--WF" ; +label variable ER46284 "HEHC OTR RPT: STOM PROB AGE 11--WF" ; +label variable ER46285 "HEHC OTR RPT: STOM PROB AGE 12--WF" ; +label variable ER46286 "HEHC OTR RPT: STOM PROB AGE 13--WF" ; +label variable ER46287 "HEHC OTR RPT: STOM PROB AGE 14--WF" ; +label variable ER46288 "HEHC OTR RPT: STOM PROB AGE 15--WF" ; +label variable ER46289 "HEHC OTR RPT: STOM PROB AGE 16--WF" ; +label variable ER46290 "HEHC OTR RPT: STOM PROB AGE 17+--WF" ; +label variable ER46291 "HEHC OTR RPT: AGE END STOM PROB--WF" ; +label variable ER46292 "HEHC OTR RPT: HGH BLOOD PR B4 AGE 1--WF" ; +label variable ER46293 "HEHC OTR RPT: HGH BLOOD PR AGE 1--WF" ; +label variable ER46294 "HEHC OTR RPT: HGH BLOOD PR AGE 2--WF" ; +label variable ER46295 "HEHC OTR RPT: HGH BLOOD PR AGE 3--WF" ; +label variable ER46296 "HEHC OTR RPT: HGH BLOOD PR AGE 4--WF" ; +label variable ER46297 "HEHC OTR RPT: HGH BLOOD PR AGE 5--WF" ; +label variable ER46298 "HEHC OTR RPT: HGH BLOOD PR AGE 6--WF" ; +label variable ER46299 "HEHC OTR RPT: HGH BLOOD PR AGE 7--WF" ; +label variable ER46300 "HEHC OTR RPT: HGH BLOOD PR AGE 8--WF" ; +label variable ER46301 "HEHC OTR RPT: HGH BLOOD PR AGE 9--WF" ; +label variable ER46302 "HEHC OTR RPT: HGH BLOOD PR AGE 10--WF" ; +label variable ER46303 "HEHC OTR RPT: HGH BLOOD PR AGE 11--WF" ; +label variable ER46304 "HEHC OTR RPT: HGH BLOOD PR AGE 12--WF" ; +label variable ER46305 "HEHC OTR RPT: HGH BLOOD PR AGE 13--WF" ; +label variable ER46306 "HEHC OTR RPT: HGH BLOOD PR AGE 14--WF" ; +label variable ER46307 "HEHC OTR RPT: HGH BLOOD PR AGE 15--WF" ; +label variable ER46308 "HEHC OTR RPT: HGH BLOOD PR AGE 16--WF" ; +label variable ER46309 "HEHC OTR RPT: HGH BLOOD PR AGE 17+--WF" ; +label variable ER46310 "HEHC OTR RPT: AGE END HGH BLOOD PR--WF" ; +label variable ER46311 "HEHC OTR RPT: DEPRESSION B4 AGE 1--WF" ; +label variable ER46312 "HEHC OTR RPT: DEPRESSION AGE 1--WF" ; +label variable ER46313 "HEHC OTR RPT: DEPRESSION AGE 2--WF" ; +label variable ER46314 "HEHC OTR RPT: DEPRESSION AGE 3--WF" ; +label variable ER46315 "HEHC OTR RPT: DEPRESSION AGE 4--WF" ; +label variable ER46316 "HEHC OTR RPT: DEPRESSION AGE 5--WF" ; +label variable ER46317 "HEHC OTR RPT: DEPRESSION AGE 6--WF" ; +label variable ER46318 "HEHC OTR RPT: DEPRESSION AGE 7--WF" ; +label variable ER46319 "HEHC OTR RPT: DEPRESSION AGE 8--WF" ; +label variable ER46320 "HEHC OTR RPT: DEPRESSION AGE 9--WF" ; +label variable ER46321 "HEHC OTR RPT: DEPRESSION AGE 10--WF" ; +label variable ER46322 "HEHC OTR RPT: DEPRESSION AGE 11--WF" ; +label variable ER46323 "HEHC OTR RPT: DEPRESSION AGE 12--WF" ; +label variable ER46324 "HEHC OTR RPT: DEPRESSION AGE 13--WF" ; +label variable ER46325 "HEHC OTR RPT: DEPRESSION AGE 14--WF" ; +label variable ER46326 "HEHC OTR RPT: DEPRESSION AGE 15--WF" ; +label variable ER46327 "HEHC OTR RPT: DEPRESSION AGE 16--WF" ; +label variable ER46328 "HEHC OTR RPT: DEPRESSION AGE 17+--WF" ; +label variable ER46329 "HEHC OTR RPT: AGE END DEPRESSION--WF" ; +label variable ER46330 "HEHC OTR RPT: DRUG/AL PROB B4 AGE 1--WF" ; +label variable ER46331 "HEHC OTR RPT: DRUG/AL PROB AGE 1--WF" ; +label variable ER46332 "HEHC OTR RPT: DRUG/AL PROB AGE 2--WF" ; +label variable ER46333 "HEHC OTR RPT: DRUG/AL PROB AGE 3--WF" ; +label variable ER46334 "HEHC OTR RPT: DRUG/AL PROB AGE 4--WF" ; +label variable ER46335 "HEHC OTR RPT: DRUG/AL PROB AGE 5--WF" ; +label variable ER46336 "HEHC OTR RPT: DRUG/AL PROB AGE 6--WF" ; +label variable ER46337 "HEHC OTR RPT: DRUG/AL PROB AGE 7--WF" ; +label variable ER46338 "HEHC OTR RPT: DRUG/AL PROB AGE 8--WF" ; +label variable ER46339 "HEHC OTR RPT: DRUG/AL PROB AGE 9--WF" ; +label variable ER46340 "HEHC OTR RPT: DRUG/AL PROB AGE 10--WF" ; +label variable ER46341 "HEHC OTR RPT: DRUG/AL PROB AGE 11--WF" ; +label variable ER46342 "HEHC OTR RPT: DRUG/AL PROB AGE 12--WF" ; +label variable ER46343 "HEHC OTR RPT: DRUG/AL PROB AGE 13--WF" ; +label variable ER46344 "HEHC OTR RPT: DRUG/AL PROB AGE 14--WF" ; +label variable ER46345 "HEHC OTR RPT: DRUG/AL PROB AGE 15--WF" ; +label variable ER46346 "HEHC OTR RPT: DRUG/AL PROB AGE 16--WF" ; +label variable ER46347 "HEHC OTR RPT: DRUG/AL PROB AGE 17+--WF" ; +label variable ER46348 "HEHC OTR RPT: AGE END DRUG/AL PROB--WF" ; +label variable ER46349 "HEHC OTR RPT: OTR PSYCH PROB B4 AGE 1--W" ; +label variable ER46350 "HEHC OTR RPT: OTR PSYCH PROB AGE 1--WF" ; +label variable ER46351 "HEHC OTR RPT: OTR PSYCH PROB AGE 2--WF" ; +label variable ER46352 "HEHC OTR RPT: OTR PSYCH PROB AGE 3--WF" ; +label variable ER46353 "HEHC OTR RPT: OTR PSYCH PROB AGE 4--WF" ; +label variable ER46354 "HEHC OTR RPT: OTR PSYCH PROB AGE 5--WF" ; +label variable ER46355 "HEHC OTR RPT: OTR PSYCH PROB AGE 6--WF" ; +label variable ER46356 "HEHC OTR RPT: OTR PSYCH PROB AGE 7--WF" ; +label variable ER46357 "HEHC OTR RPT: OTR PSYCH PROB AGE 8--WF" ; +label variable ER46358 "HEHC OTR RPT: OTR PSYCH PROB AGE 9--WF" ; +label variable ER46359 "HEHC OTR RPT: OTR PSYCH PROB AGE 10--WF" ; +label variable ER46360 "HEHC OTR RPT: OTR PSYCH PROB AGE 11--WF" ; +label variable ER46361 "HEHC OTR RPT: OTR PSYCH PROB AGE 12--WF" ; +label variable ER46362 "HEHC OTR RPT: OTR PSYCH PROB AGE 13--WF" ; +label variable ER46363 "HEHC OTR RPT: OTR PSYCH PROB AGE 14--WF" ; +label variable ER46364 "HEHC OTR RPT: OTR PSYCH PROB AGE 15--WF" ; +label variable ER46365 "HEHC OTR RPT: OTR PSYCH PROB AGE 16--WF" ; +label variable ER46366 "HEHC OTR RPT: OTR PSYCH PROB AGE 17+--WF" ; +label variable ER46367 "HEHC OTR RPT: AGE END OTR PSYCH PROB--WF" ; +label variable ER46368 "H49 WTR OTHERS IN FU IN POOR HEALTH" ; +label variable ER46369 "H59A SADNESS IN PAST 30 DAYS" ; +label variable ER46370 "H59B NERVOUS IN PAST 30 DAYS" ; +label variable ER46371 "H59C RESTLESS IN PAST 30 DAYS" ; +label variable ER46372 "H59D HOPELESS IN PAST 30 DAYS" ; +label variable ER46373 "H59E EVERYTHING EFFORT IN PAST 30 DAYS" ; +label variable ER46374 "H59F WORTHLESS IN PAST 30 DAYS" ; +label variable ER46375 "K-6 NON-SPEC PSYCHOL DISTRESS SCALE" ; +label variable ER46376 "H59G MORE/LESS OFTEN THAN USUAL" ; +label variable ER46377 "H59H LOT/SOMEWHAT/LITTLE MORE THAN USUAL" ; +label variable ER46378 "H59I LOT/SOMEWHAT/LITTLE LESS THAN USUAL" ; +label variable ER46379 "H59J HOW MUCH FEELINGS INTERFERE W/LIFE" ; +label variable ER46380 "H59K NUMBER OF DAYS UNABLE TO WORK" ; +label variable ER46381 "H59L NUMBER OF DAYS REDUCED WORK" ; +label variable ER46382 "H60 WTR FU MEMBER W/HLTH INS LAST 2 YRS" ; +label variable ER46383 "H63 TOTAL PAID FOR HLTH INS LAST 2 YRS" ; +label variable ER46384 "H63A WTR AMT GE 2,500" ; +label variable ER46385 "H63B WTR AMT GE 5,000" ; +label variable ER46386 "H63C WTR AMT GE 1,000" ; +label variable ER46387 "H64 TOTAL HOSPITAL/NURSNG HOME EXPENSES" ; +label variable ER46388 "H65 WTR TOTAL EXPENSE GE 1,000" ; +label variable ER46389 "H66 WTR TOTAL EXPENSE GE 2,000" ; +label variable ER46390 "H67 WTR TOTAL EXPENSE GE 8,000" ; +label variable ER46391 "H68 WTR TOTAL EXPENSE GE 25,000" ; +label variable ER46392 "H69 WTR TOTAL EXPENSE GE 500" ; +label variable ER46393 "H70 TOT DR/OUTPT SURGRY/DENTAL EXPENSES" ; +label variable ER46394 "H71 WTR TOTAL EXPENSE GE 1,000" ; +label variable ER46395 "H72 WTR TOTAL EXPENSE GE 2,500" ; +label variable ER46396 "H73 WTR TOTAL EXPENSE GE 10,000" ; +label variable ER46397 "H74 WTR TOTAL EXPENSE GE 500" ; +label variable ER46398 "H75 WTR TOTAL EXPENSE GE 250" ; +label variable ER46399 "H76 TOTAL PRESCRIPTN/OTR SVCS EXPENSES" ; +label variable ER46400 "H77 WTR TOTAL EXPENSE GE 500" ; +label variable ER46401 "H78 WTR TOTAL EXPENSE GE 2,500" ; +label variable ER46402 "H79 WTR TOTAL EXPENSE GE 10,000" ; +label variable ER46403 "H81 WTR TOTAL EXPENSE GE 200" ; +label variable ER46404 "H82 TOTAL COST ALL MEDICAL CARE" ; +label variable ER46405 "H83 WTR TOTAL COST GE 10,000" ; +label variable ER46406 "H84 WTR TOTAL COST GE 25,000" ; +label variable ER46407 "H85 WTR TOTAL COST GE 75,000" ; +label variable ER46408 "H86 WTR TOTAL COST GE 3,000" ; +label variable ER46409 "H87 WTR TOTAL COST GE 1,000" ; +label variable ER46410 "K1 CKPT: WTR NEW WIFE IN FU" ; +label variable ER46411 "K2 STATE WHERE FATHER BORN-WF" ; +label variable ER46412 "K3 STATE FATHER GREW UP-WF" ; +label variable ER46413 "K4 WTR FATHER EDUCATED IN US-WF" ; +label variable ER46414 "K5 EDUCATION OF FATHER IN US-WF" ; +label variable ER46415 "K6 WTR FATHER READ/WRITE-WF" ; +label variable ER46416 "K7 CKPT: WTR FATHER ED ALL IN US-WF" ; +label variable ER46417 "K8 YRS FOREIGN EDUCATION OF FATHR-WF" ; +label variable ER46418 "K9 FOREIGN DEGREES OF FATHER-WF" ; +label variable ER46419 "K10-10A OCCUPATION OF FATHER-WF" ; +label variable ER46420 "K11 INDUSTRY OF FATHER-WF" ; +label variable ER46421 "K12 STATE WHERE MOTHER BORN-WF" ; +label variable ER46422 "K13 STATE MOTHER GREW UP-WF" ; +label variable ER46423 "K14 WTR MOTHER EDUCATED IN US-WF" ; +label variable ER46424 "K15 EDUCATION OF MOTHER IN US-WF" ; +label variable ER46425 "K16 WTR MOTHER READ/WRITE-WF" ; +label variable ER46426 "K17 CKPT: WTR MOTHER ED ALL IN US-WF" ; +label variable ER46427 "K18 YRS FOREIGN EDUCATION OF MOTHR-WF" ; +label variable ER46428 "K19 FOREIGN DEGREES OF MOTHER-WF" ; +label variable ER46429 "K20-20A OCCUPATION OF MOTHER-WF" ; +label variable ER46430 "K21 INDUSTRY OF MOTHER-WF" ; +label variable ER46431 "K22 WHETHER BROTHERS-WF" ; +label variable ER46432 "K23 # BROTHERS-WIFE" ; +label variable ER46433 "K24 WTR ONLY BRO STILL ALIVE-WF" ; +label variable ER46434 "K25 WTR ONLY BRO OLDER THAN WIFE" ; +label variable ER46435 "K26 # BROTHERS STILL ALIVE-WF" ; +label variable ER46436 "K27 WTR ANY BRO OLDER THAN WIFE" ; +label variable ER46437 "K28 WHETHER SISTERS-WF" ; +label variable ER46438 "K29 # SISTERS-WIFE" ; +label variable ER46439 "K30 WTR ONLY SIS STILL ALIVE-WF" ; +label variable ER46440 "K31 WTR ONLY SIS OLDER THAN WIFE" ; +label variable ER46441 "K32 # SISTERS STILL ALIVE-WF" ; +label variable ER46442 "K33 WTR ANY SIS OLDER THAN WIFE" ; +label variable ER46443 "K34 GREW UP FARM OR?-WF" ; +label variable ER46444 "K35 STATE WHERE WIFE GREW UP" ; +label variable ER46445 "K36 WTR EVER LIVED IN OTR STATE-WF" ; +label variable ER46446 "K37 PARENTS POOR OR?--WF" ; +label variable ER46447 "K38 WTR LIVED W/BOTH PARENTS-WF" ; +label variable ER46448 "K39 SPANISH DESCENT-WIFE" ; +label variable ER46449 "K40 RACE OF WIFE-MENTION 1" ; +label variable ER46450 "K40 RACE OF WIFE-MENTION 2" ; +label variable ER46451 "K40 RACE OF WIFE-MENTION 3" ; +label variable ER46452 "K40 RACE OF WIFE-MENTION 4" ; +label variable ER46453 "K41 ETHNIC GROUP-WF" ; +label variable ER46454 "K41 NATIONALITY MENTION 1-WF" ; +label variable ER46455 "K41 NATIONALITY MENTION 2-WF" ; +label variable ER46456 "K42 WTR EVER IN MILITARY-WF" ; +label variable ER46457 "K43 WTR WIFE EDUCATED IN US" ; +label variable ER46458 "K44 WTR GRADUATED HS-WF" ; +label variable ER46459 "K45 MO GRADUATED HS-WF" ; +label variable ER46460 "K45 YR GRADUATED HS-WF" ; +label variable ER46461 "K46 GRADE LEVEL IF GED-WF" ; +label variable ER46462 "K47 MO LAST IN SCHOOL IF GED-WF" ; +label variable ER46463 "K47 YR LAST IN SCHOOL IF GED-WF" ; +label variable ER46464 "K48 MO RECEIVED GED-WF" ; +label variable ER46465 "K48 YR RECEIVED GED-WF" ; +label variable ER46466 "K49 GRADE OF SCHOOL FINISHED-W" ; +label variable ER46467 "K50 MO LAST IN SCHOOL-WF" ; +label variable ER46468 "K50 YR LAST IN SCHOOL-WF" ; +label variable ER46469 "K51 WTR ATTENDED COLLEGE-WF" ; +label variable ER46470 "K52 MO LAST ATTENDED COLLEGE-WF" ; +label variable ER46471 "K52 YR LAST ATTENDED COLLEGE-WF" ; +label variable ER46472 "K53 HGHST YR COLL COMPLETED-WF" ; +label variable ER46473 "K54 WTR RECD COLLEGE DEGREE-WF" ; +label variable ER46474 "K55 HGHST COLLEGE DEGREE RECD-WF" ; +label variable ER46475 "K58 MO RECD COLLEGE DEGREE-WF" ; +label variable ER46476 "K58 YR RECD COLLEGE DEGREE-WF" ; +label variable ER46477 "K60 YRS FOREIGN EDUCATION-WF" ; +label variable ER46478 "K61 FOREIGN DEGREES-WIFE" ; +label variable ER46479 "K62 WTR RECD OTR DEG/CERT-WF" ; +label variable ER46480 "K63 TYPE 1ST OTR DEG/CERT-WF" ; +label variable ER46481 "K64 FIELD 1ST OTR DEG/CERT-WF" ; +label variable ER46482 "K65 INST/ORG OF 1ST OTR DEG/CERT-WF" ; +label variable ER46483 "K66 MO RECD 1ST OTR DEG/CERT-WF" ; +label variable ER46484 "K66 YR RECD 1ST OTR DEG/CERT-WF" ; +label variable ER46485 "K67 WTR 2ND DEGREE/CERT-WF" ; +label variable ER46486 "K63 TYPE 2ND OTR DEG/CERT-WF" ; +label variable ER46487 "K64 FIELD 2ND OTR DEG/CERT-WF" ; +label variable ER46488 "K65 INST/ORG OF 2ND OTR DEG/CERT-WF" ; +label variable ER46489 "K66 MO RECD 2ND OTR DEG/CERT-WF" ; +label variable ER46490 "K66 YR RECD 2ND OTR DEG/CERT-WF" ; +label variable ER46491 "K67 WTR 3RD DEGREE/CERT-WF" ; +label variable ER46492 "K63 TYPE 3RD OTR DEG/CERT-WF" ; +label variable ER46493 "K64 FIELD 3RD OTR DEG/CERT-WF" ; +label variable ER46494 "K65 INST/ORG OF 3RD OTR DEG/CERT-WF" ; +label variable ER46495 "K66 MO RECD 3RD OTR DEG/CERT-WF" ; +label variable ER46496 "K66 YR RECD 3RD OTR DEG/CERT-WF" ; +label variable ER46497 "K67 WTR 4TH DEGREE/CERT-WF" ; +label variable ER46498 "K68 RELIGIOUS PREFERENCE-WF" ; +label variable ER46499 "K69 RELIG DENOMINATION-WF" ; +label variable ER46500 "K70 #YRS WRKD SINCE 18-WF" ; +label variable ER46501 "K71 #YR WRKED FULLTIME-WF" ; +label variable ER46502 "K72 OCCUPATION 1ST FULL TIME JOB-WF" ; +label variable ER46503 "K73 INDUSTRY 1ST FULL-TIME JOB-WF" ; +label variable ER46504 "L1 CKPT: WTR NEW HEAD IN FU" ; +label variable ER46505 "L2 STATE WHERE FATHER BORN-HD" ; +label variable ER46506 "L3 STATE FATHER GREW UP-HD" ; +label variable ER46507 "L4 WTR FATHER EDUCATED IN US-HD" ; +label variable ER46508 "L5 EDUCATION OF FATHER IN US-HD" ; +label variable ER46509 "L6 WTR FATHER READ/WRITE-HD" ; +label variable ER46510 "L7 CKPT: WTR FATHER ED ALL IN US-HD" ; +label variable ER46511 "L8 YRS FOREIGN EDUCATION OF FATHR-HD" ; +label variable ER46512 "L9 FOREIGN DEGREES OF FATHER-HD" ; +label variable ER46513 "L10-10A OCCUPATION OF FATHER-HD" ; +label variable ER46514 "L11 INDUSTRY OF FATHER-HD" ; +label variable ER46515 "L12 STATE WHERE MOTHER BORN-HD" ; +label variable ER46516 "L13 STATE MOTHER GREW UP-HD" ; +label variable ER46517 "L14 WTR MOTHER EDUCATED IN US-H" ; +label variable ER46518 "L15 EDUCATION OF MOTHER IN US-HD" ; +label variable ER46519 "L16 WTR MOTHER READ/WRITE-HD" ; +label variable ER46520 "L17 CKPT: WTR MOTHER ED ALL IN US-HD" ; +label variable ER46521 "L18 YRS FOREIGN EDUCATION OF MOTHR-HD" ; +label variable ER46522 "L19 FOREIGN DEGREES OF MOTHER-HD" ; +label variable ER46523 "L20-20A OCCUPATION OF MOTHER-HD" ; +label variable ER46524 "L21 INDUSTRY OF MOTHER-HD" ; +label variable ER46525 "L22 WHETHER BROTHERS-HD" ; +label variable ER46526 "L23 # BROTHERS-HEAD" ; +label variable ER46527 "L24 WTR ONLY BRO STILL ALIVE-HD" ; +label variable ER46528 "L25 WTR ONLY BRO OLDER THAN HEAD" ; +label variable ER46529 "L26 # BROTHERS STILL ALIVE-HD" ; +label variable ER46530 "L27 WTR ANY BRO OLDER THAN HEAD" ; +label variable ER46531 "L28 WHETHER SISTERS-HD" ; +label variable ER46532 "L29 # SISTERS-HEAD" ; +label variable ER46533 "L30 WTR ONLY SIS STILL ALIVE-HD" ; +label variable ER46534 "L31 WTR ONLY SIS OLDER THAN HEAD" ; +label variable ER46535 "L32 # SISTERS STILL ALIVE-HD" ; +label variable ER46536 "L33 WTR ANY SIS OLDER THAN HEAD" ; +label variable ER46537 "L34 GREW UP FARM OR?-HD" ; +label variable ER46538 "L35 STATE WHERE HEAD GREW UP" ; +label variable ER46539 "L36 WTR EVER LIVED IN OTR STATE-HD" ; +label variable ER46540 "L37 PARENTS POOR OR?--HD" ; +label variable ER46541 "L38 WTR LIVED W/BOTH PARENTS-HD" ; +label variable ER46542 "L39 SPANISH DESCENT-HEAD" ; +label variable ER46543 "L40 RACE OF HEAD-MENTION 1" ; +label variable ER46544 "L40 RACE OF HEAD-MENTION 2" ; +label variable ER46545 "L40 RACE OF HEAD-MENTION 3" ; +label variable ER46546 "L40 RACE OF HEAD-MENTION 4" ; +label variable ER46547 "L41 ETHNIC GROUP-HD" ; +label variable ER46548 "L41 NATIONALITY MENTION 1-HD" ; +label variable ER46549 "L41 NATIONALITY MENTION 2-HD" ; +label variable ER46550 "L42 WTR EVER IN MILITARY-HD" ; +label variable ER46551 "L43 WTR HEAD EDUCATED IN US" ; +label variable ER46552 "L44 WTR GRADUATED HS-HD" ; +label variable ER46553 "L45 MO GRADUATED HS-HD" ; +label variable ER46554 "L45 YR GRADUATED HS-HD" ; +label variable ER46555 "L46 GRADE LEVEL IF GED-HD" ; +label variable ER46556 "L47 MO LAST IN SCHOOL IF GED-HD" ; +label variable ER46557 "L47 YR LAST IN SCHOOL IF GED-HD" ; +label variable ER46558 "L48 MO RECEIVED GED-HD" ; +label variable ER46559 "L48 YR RECEIVED GED-HD" ; +label variable ER46560 "L49 GRADE OF SCHOOL FINISHED-HD" ; +label variable ER46561 "L50 MO LAST IN SCHOOL-HD" ; +label variable ER46562 "L50 YR LAST IN SCHOOL-HD" ; +label variable ER46563 "L51 WTR ATTENDED COLLEGE-HD" ; +label variable ER46564 "L52 MO LAST ATTENDED COLLEGE-HD" ; +label variable ER46565 "L52 YR LAST ATTENDED COLLEGE-HD" ; +label variable ER46566 "L53 HGHST YR COLL COMPLETED-HD" ; +label variable ER46567 "L54 WTR RECD COLLEGE DEGREE-HD" ; +label variable ER46568 "L55 HGHST COLLEGE DEGREE RECD-HD" ; +label variable ER46569 "L58 MO RECD COLLEGE DEGREE-HD" ; +label variable ER46570 "L58 YR RECD COLLEGE DEGREE-HD" ; +label variable ER46571 "L60 YRS FOREIGN EDUCATION-HD" ; +label variable ER46572 "L61 FOREIGN DEGREES-HEAD" ; +label variable ER46573 "L62 WTR REC OTR DEG/CERT-HD" ; +label variable ER46574 "L63 TYPE 1ST OTR DEG/CERT-HD" ; +label variable ER46575 "L64 FIELD 1ST OTR DEG/CERT-HD" ; +label variable ER46576 "L65 INST/ORG OF 1ST OTR DEG/CERT-HD" ; +label variable ER46577 "L66 MO RECD 1ST OTR DEG/CERT-HD" ; +label variable ER46578 "L66 YR RECD 1ST OTR DEG/CERT-HD" ; +label variable ER46579 "L67 WTR 2ND DEGREE/CERT-HD" ; +label variable ER46580 "L63 TYPE 2ND OTR DEG/CERT-HD" ; +label variable ER46581 "L64 FIELD 2ND OTR DEG/CERT-HD" ; +label variable ER46582 "L65 INST/ORG OF 2ND OTR DEG/CERT-HD" ; +label variable ER46583 "L66 MO RECD 2ND OTR DEG/CERT-HD" ; +label variable ER46584 "L66 YR RECD 2ND OTR DEG/CERT-HD" ; +label variable ER46585 "L67 WTR 3RD DEGREE/CERT-HD" ; +label variable ER46586 "L63 TYPE 3RD OTR DEG/CERT-HD" ; +label variable ER46587 "L64 FIELD 3RD OTR DEG/CERT-HD" ; +label variable ER46588 "L65 INST/ORG OF 3RD OTR DEG/CERT-HD" ; +label variable ER46589 "L66 MO RECD 3RD OTR DEG/CERT-HD" ; +label variable ER46590 "L66 YR RECD 3RD OTR DEG/CERT-HD" ; +label variable ER46591 "L67 WTR 4TH DEGREE/CERT-HD" ; +label variable ER46592 "L68 RELIGIOUS PREFERENCE-HD" ; +label variable ER46593 "L69 RELIG DENOMINATION-HD" ; +label variable ER46594 "L70 #YRS WRKD SINCE 18-HD" ; +label variable ER46595 "L71 #YR WRKED FULLTIME-HD" ; +label variable ER46596 "L72-72A OCCUPATION 1ST FULL TIME JOB-HD" ; +label variable ER46597 "L73 INDUSTRY 1ST FULL TIME JOB-HD" ; +label variable ER46598 "M1 WTR DONATION>25 TO CHARITY LAST YEAR" ; +label variable ER46599 "M2 WTR DONATED TO RELIGIOUS ORGANIZATION" ; +label variable ER46600 "M2A DOLLAR AMT OF RELIGIOUS DONATIONS" ; +label variable ER46601 "M2B WTR RELIGIOUS DONATIONS GE 300" ; +label variable ER46602 "M2C WTR RELIGIOUS DONATIONS GE 1,000" ; +label variable ER46603 "M2D WTR RELIGIOUS DONATIONS GE 2,500" ; +label variable ER46604 "M2E WTR RELIGIOUS DONATIONS GE 100" ; +label variable ER46605 "M3 WTR DONATD TO COMBO PURPOSE ORGANIZTN" ; +label variable ER46606 "M3A DOLLAR AMT OF COMBO DONATIONS" ; +label variable ER46607 "M3B WTR COMBO DONATIONS GE 200" ; +label variable ER46608 "M3C WTR COMBO DONATIONS GE 500" ; +label variable ER46609 "M3D WTR COMBO DONATIONS GE 1,000" ; +label variable ER46610 "M3E WTR COMBO DONATIONS GE 100" ; +label variable ER46611 "M4 WTR DONATED TO ORGANIZATION FOR NEEDY" ; +label variable ER46612 "M4A DOLLAR AMT OF NEEDY DONATIONS" ; +label variable ER46613 "M4B WTR NEEDY DONATIONS GE 200" ; +label variable ER46614 "M4C WTR NEEDY DONATIONS GE 500" ; +label variable ER46615 "M4D WTR NEEDY DONATIONS GE 1,000" ; +label variable ER46616 "M4E WTR NEEDY DONATIONS GE 100" ; +label variable ER46617 "M5 WTR DONATED TO ORGANIZATN FOR HEALTH" ; +label variable ER46618 "M5A DOLLAR AMT OF HEALTH DONATIONS" ; +label variable ER46619 "M5B WTR HEALTH DONATIONS GE 200" ; +label variable ER46620 "M5C WTR HEALTH DONATIONS GE 500" ; +label variable ER46621 "M5D WTR HEALTH DONATIONS GE 1,000" ; +label variable ER46622 "M5E WTR HEALTH DONATIONS GE 100" ; +label variable ER46623 "M6 WTR DONATED TO ORGANZTION FOR EDUCATN" ; +label variable ER46624 "M6A DOLLAR AMT OF EDUCATION DONATIONS" ; +label variable ER46625 "M6B WTR EDUCATION DONATIONS GE 200" ; +label variable ER46626 "M6C WTR EDUCATION DONATIONS GE 500" ; +label variable ER46627 "M6D WTR EDUCATION DONATIONS GE 1,000" ; +label variable ER46628 "M6E WTR EDUCATION DONATIONS GE 100" ; +label variable ER46629 "M7 WTR DONATED TO YOUTH ORGANIZATIONS" ; +label variable ER46630 "M7A DOLLAR AMT OF YOUTH ORG DONATIONS" ; +label variable ER46631 "M7B WTR YOUTH ORG DONATIONS GE 200" ; +label variable ER46632 "M7C WTR YOUTH ORG DONATIONS GE 500" ; +label variable ER46633 "M7D WTR YOUTH ORG DONATIONS GE 1,000" ; +label variable ER46634 "M7E WTR YOUTH ORG DONATIONS GE 100" ; +label variable ER46635 "M8 WTR DONATED TO CULTURAL ORGS" ; +label variable ER46636 "M8A DOLLAR AMT OF CULTURAL DONATIONS" ; +label variable ER46637 "M8B WTR CULTURAL DONATIONS GE 200" ; +label variable ER46638 "M8C WTR CULTURAL DONATIONS GE 500" ; +label variable ER46639 "M8D WTR CULTURAL DONATIONS GE 1,000" ; +label variable ER46640 "M8E WTR CULTURAL DONATIONS GE 100" ; +label variable ER46641 "M9 WTR DONATED TO COMMUNITY ORGS" ; +label variable ER46642 "M9A DOLLAR AMT OF COMMUNITY DONATIONS" ; +label variable ER46643 "M9B WTR COMMUNITY DONATIONS GE 200" ; +label variable ER46644 "M9C WTR COMMUNITY DONATIONS GE 500" ; +label variable ER46645 "M9D WTR COMMUNITY DONATIONS GE 1,000" ; +label variable ER46646 "M9E WTR COMMUNITY DONATIONS GE 100" ; +label variable ER46647 "M10 WTR DONATED TO ENVIRONMENT ORGS" ; +label variable ER46648 "M10A DOLLAR AMT OF ENVIRONMENT DONATION" ; +label variable ER46649 "M10B WTR ENVIRONMENT DONATIONS GE 200" ; +label variable ER46650 "M10C WTR ENVIRONMENT DONATIONS GE 500" ; +label variable ER46651 "M10D WTR ENVIRONMENT DONATIONS GE 1,000" ; +label variable ER46652 "M10E WTR ENVIRONMENT DONATIONS GE 100" ; +label variable ER46653 "M11 WTR DONATED TO INTERNATL/PEACE ORG" ; +label variable ER46654 "M11A DOLLAR AMT OF INTERNATL/PEACE DNTN" ; +label variable ER46655 "M11B WTR INTERNATL/PEACE DNTNS GE 200" ; +label variable ER46656 "M11C WTR INTERNATL/PEACE DNTNS GE 500" ; +label variable ER46657 "M11D WTR INTERNATL/PEACE DNTNS GE 1,000" ; +label variable ER46658 "M11E WTR INTERNATL/PEACE DNTNS GE 100" ; +label variable ER46659 "M12 WTR DONATED TO OTHER ORGANIZATIONS" ; +label variable ER46659A "M12 TYPE ORGANIZATION DONATED TO" ; +label variable ER46660 "M12B DOLLAR AMT OF OTHER DONATIONS" ; +label variable ER46661 "M12C WTR OTHER DONATIONS GE 200" ; +label variable ER46662 "M12D WTR OTHER DONATIONS GE 500" ; +label variable ER46663 "M12E WTR OTHER DONATIONS GE 1,000" ; +label variable ER46664 "M12F WTR OTHER DONATIONS GE 100" ; +label variable ER46665 "BC8 WTR UNEMPLOYED IN 2007 (HD)" ; +label variable ER46666 "BC8 WEEKS UNEMPLOYED IN 2007 (HD)" ; +label variable ER46667 "BC7 WTR OUT LAB FRC IN 2007 (HD)" ; +label variable ER46668 "BC7WKS OUT LABOR FORCE IN 2007 (HD)" ; +label variable ER46669 "WTR EMPLOYED IN 2007 (HD)" ; +label variable ER46670 "WEEKS EMPLOYED IN 2007 (HD)" ; +label variable ER46671 "BC14EE HOURS/WK WORKED IN 2007 (HD)" ; +label variable ER46672 "ACCURACY OF HRS/WK WORKED IN 2007 (HD)" ; +label variable ER46673 "R2 LABOR INCOME 2007 (HD)" ; +label variable ER46674 "R2 PER FOR LABOR INCOME 2007 (HD)" ; +label variable ER46675 "ACCURACY OF LABOR INCOME 2007 (HD)" ; +label variable ER46676 "DE8 WTR UNEMPLOYED IN 2007 (WF)" ; +label variable ER46677 "DE8 WEEKS UNEMPLOYED IN 2007 (WF)" ; +label variable ER46678 "DE7 WTR OUT LAB FRC IN 2007 (WF)" ; +label variable ER46679 "DE7WKS OUT LABOR FORCE IN 2007 (WF)" ; +label variable ER46680 "WTR EMPLOYED IN 2007 (WF)" ; +label variable ER46681 "WEEKS EMPLOYED IN 2007 (WF)" ; +label variable ER46682 "DE14EE HOURS/WK WORKED IN 2007 (WF)" ; +label variable ER46683 "ACCURACY OF HRS/WK WORKED IN 2007 (WF)" ; +label variable ER46684 "R11 LABOR INCOME 2007 (WF)" ; +label variable ER46685 "R11 PER FOR LABOR INCOME 2007 (WF)" ; +label variable ER46686 "ACCURACY OF LABOR INCOME 2007 (WF)" ; +label variable ER46687 "R20 WTR RECD SOC SECURITY YR BEFORE LAST" ; +label variable ER46688 "R25 WTR RECD RETIREMENT YR BEFORE LAST" ; +label variable ER46689 "R29 WTR RECD VA PENSION YR BEFORE LAST" ; +label variable ER46690 "R33 WTR RECD UNEMP COMP YR BEFORE LAST" ; +label variable ER46691 "R37 WTR RECD WORKERS COMP YR BEFORE LAST" ; +label variable ER46692 "R41 WTR RECD TANF (ADC) YR B4 LAST" ; +label variable ER46693 "R47 WTR RECEIVED SSI YR BEFORE LAST" ; +label variable ER46694 "R51 WTR RECEIVED OTR WELFARE YR B4 LAST" ; +label variable ER46695 "R55 WTR REC CH SUPP/ALIMONY YR B4 LAST" ; +label variable ER46696 "WTR RECORD IN DUST SUPPLEMENT - 2009" ; +label variable ER46697 "WHO WAS RESPONDENT" ; +label variable ER46698 "# CALLS FOR IW" ; +label variable ER46699 "LANGUAGE OF INTERVIEW" ; +label variable ER46700 "IO26 WTR HOSTILE TO ASKING MED #" ; +label variable ER46701 "IO26 WTR NOT TRUTHFUL TO ASKING MED #" ; +label variable ER46702 "IO26 WTR NOT ABLE TO REMEMBER MED #" ; +label variable ER46703 "IO26 WTR CONF/PRIV CRNS ABOUT MED #" ; +label variable ER46704 "IO26 WTR NO NEG TO ASKING MED #" ; +label variable ER46705 "IO26 WTR OTR REACTION TO ASKING MED #" ; +label variable ER46706 "IO28 WTR HELP W SCT A - HLPR 1" ; +label variable ER46707 "IO28 WTR HELP W SCT BC EHC - HLPR 1" ; +label variable ER46708 "IO28 WTR HELP W SCT BC OTHER - HLPR 1" ; +label variable ER46709 "IO28 WTR HELP W SCT DE EHC - HLPR 1" ; +label variable ER46710 "IO28 WTR HELP W SCT DE OTHER - HLPR 1" ; +label variable ER46711 "IO28 WTR HELP W SCT F - HLPR 1" ; +label variable ER46712 "IO28 WTR HELP W SCT G - HLPR 1" ; +label variable ER46713 "IO28 WTR HELP W SCT R - HLPR 1" ; +label variable ER46714 "IO28 WTR HELP W SCT W - HLPR 1" ; +label variable ER46715 "IO28 WTR HELP W SCT P - HLPR 1" ; +label variable ER46716 "IO28 WTR HELP W SCT H - HLPR 1" ; +label variable ER46717 "IO28 WTR HELP W SCT HEHC SCRN - HLPR 1" ; +label variable ER46718 "IO28 WTR HELP W SCT HEHC - HLPR 1" ; +label variable ER46719 "IO28 WTR HELP W SCT J - HLPR 1" ; +label variable ER46720 "IO28 WTR HELP W SCT KL - HLPR 1" ; +label variable ER46721 "IO28 WTR HELP W SCT M - HLPR 1" ; +label variable ER46722 "IO28 WTR HELP W ADDR - HLPR 1" ; +label variable ER46723 "IO28 WTR HELP W OTHER- HLPR 1" ; +label variable ER46724 "IO28 WTR HELP W SCT A - HLPR 2" ; +label variable ER46725 "IO28 WTR HELP W SCT BC EHC - HLPR 2" ; +label variable ER46726 "IO28 WTR HELP W SCT BC OTHER - HLPR 2" ; +label variable ER46727 "IO28 WTR HELP W SCT DE EHC - HLPR 2" ; +label variable ER46728 "IO28 WTR HELP W SCT DE OTHER - HLPR 2" ; +label variable ER46729 "IO28 WTR HELP W SCT F - HLPR 2" ; +label variable ER46730 "IO28 WTR HELP W SCT G - HLPR 2" ; +label variable ER46731 "IO28 WTR HELP W SCT R - HLPR 2" ; +label variable ER46732 "IO28 WTR HELP W SCT W - HLPR 2" ; +label variable ER46733 "IO28 WTR HELP W SCT P - HLPR 2" ; +label variable ER46734 "IO28 WTR HELP W SCT H - HLPR 2" ; +label variable ER46735 "IO28 WTR HELP W SCT HEHC SCRN - HLPR 2" ; +label variable ER46736 "IO28 WTR HELP W SCT HEHC - HLPR 2" ; +label variable ER46737 "IO28 WTR HELP W SCT J - HLPR 2" ; +label variable ER46738 "IO28 WTR HELP W SCT KL - HLPR 2" ; +label variable ER46739 "IO28 WTR HELP W SCT M - HLPR 2" ; +label variable ER46740 "IO28 WTR HELP W ADDR - HLPR 2" ; +label variable ER46741 "IO28 WTR HELP W OTHER- HLPR 2" ; +label variable ER46742 "IO28 WTR HELP W SCT A - HLPR 3" ; +label variable ER46743 "IO28 WTR HELP W SCT BC EHC - HLPR 3" ; +label variable ER46744 "IO28 WTR HELP W SCT BC OTHER - HLPR 3" ; +label variable ER46745 "IO28 WTR HELP W SCT DE EHC - HLPR 3" ; +label variable ER46746 "IO28 WTR HELP W SCT DE OTHER - HLPR 3" ; +label variable ER46747 "IO28 WTR HELP W SCT F - HLPR 3" ; +label variable ER46748 "IO28 WTR HELP W SCT G - HLPR 3" ; +label variable ER46749 "IO28 WTR HELP W SCT R - HLPR 3" ; +label variable ER46750 "IO28 WTR HELP W SCT W - HLPR 3" ; +label variable ER46751 "IO28 WTR HELP W SCT P - HLPR 3" ; +label variable ER46752 "IO28 WTR HELP W SCT H - HLPR 3" ; +label variable ER46753 "IO28 WTR HELP W SCT HEHC SCRN - HLPR 3" ; +label variable ER46754 "IO28 WTR HELP W SCT HEHC - HLPR 3" ; +label variable ER46755 "IO28 WTR HELP W SCT J - HLPR 3" ; +label variable ER46756 "IO28 WTR HELP W SCT KL - HLPR 3" ; +label variable ER46757 "IO28 WTR HELP W SCT M - HLPR 3" ; +label variable ER46758 "IO28 WTR HELP W ADDR - HLPR 3" ; +label variable ER46759 "IO28 WTR HELP W OTHER- HLPR 3" ; +label variable ER46760 "# OF INDIVIDUAL RECORDS" ; +label variable ER46761 "HEAD WORK WEEKS-2008" ; +label variable ER46762 "ACCURACY HEAD WORK WEEKS-2008" ; +label variable ER46763 "HEAD WEEKLY WORK HOURS-2008" ; +label variable ER46764 "ACCURACY HEAD WEEKLY WORK HOURS-2008" ; +label variable ER46765 "HD OVERTIME WORK HOURS-2008" ; +label variable ER46766 "ACCURACY HD OVERTIME WORK HOURS-2008" ; +label variable ER46767 "HEAD TOTAL HOURS OF WORK-2008" ; +label variable ER46768 "HD WEEKS MISSED FOR ILLNESS OF OTRS-2008" ; +label variable ER46769 "ACC HD WKS MISSED ILLNESS OF OTRS-2008" ; +label variable ER46770 "HD WEEKS MISSED FOR OWN ILLNESS-2008" ; +label variable ER46771 "ACC HD WKS MISSED FOR OWN ILLNESS-2008" ; +label variable ER46772 "HEAD WEEKS OFF FOR VACATION-2008" ; +label variable ER46773 "ACC HEAD WEEKS OFF FOR VACATION-2008" ; +label variable ER46774 "HEAD STRIKE WEEKS-2008" ; +label variable ER46775 "ACCURACYHEAD STRIKE WEEKS-2008" ; +label variable ER46776 "HEAD WEEKS LAID OFF-2008" ; +label variable ER46777 "ACCURACY HEAD WEEKS LAID OFF-2008" ; +label variable ER46778 "HEAD UNEMPLOYMENT WEEKS-2008" ; +label variable ER46779 "ACCURACY HEAD UNEMPLOYMENT WEEKS-2008" ; +label variable ER46780 "HEAD WEEKS OUT OF LABOR FORCE-2008" ; +label variable ER46781 "ACC HEAD WEEKS OUT OF LABOR FORCE-2008" ; +label variable ER46782 "WIFE WORK WEEKS-2008" ; +label variable ER46783 "ACCURACY WIFE WORK WEEKS-2008" ; +label variable ER46784 "WIFE WEEKLY WORK HOURS-2008" ; +label variable ER46785 "ACCURACY WIFE WEEKLY WORK HOURS-2008" ; +label variable ER46786 "WF OVERTIME WORK HOURS-2008" ; +label variable ER46787 "ACCURACY WF OVERTIME WORK HOURS-2008" ; +label variable ER46788 "WIFE TOTAL HOURS OF WORK-2008" ; +label variable ER46789 "WF WEEKS MISSED FOR ILLNESS OF OTRS-2008" ; +label variable ER46790 "ACC WF WKS MISSED ILLNESS OF OTRS-2008" ; +label variable ER46791 "WF WEEKS MISSED FOR OWN ILLNESS-2008" ; +label variable ER46792 "ACC WF WKS MISSED FOR OWN ILLNESS-2008" ; +label variable ER46793 "WIFE WEEKS OFF FOR VACATION-2008" ; +label variable ER46794 "ACC WIFE WEEKS OFF FOR VACATION-2008" ; +label variable ER46795 "WIFE STRIKE WEEKS-2008" ; +label variable ER46796 "ACCURACY WIFE STRIKE WEEKS-2008" ; +label variable ER46797 "WIFE WEEKS LAID OFF-2008" ; +label variable ER46798 "ACCURACY WIFE WEEKS LAID OFF-2008" ; +label variable ER46799 "WIFE UNEMPLOYMENT WEEKS-2008" ; +label variable ER46800 "ACCURACY WIFE UNEMPLOYMENT WEEKS-2008" ; +label variable ER46801 "WIFE WEEKS OUT OF LABOR FORCE-2008" ; +label variable ER46802 "ACC WIFE WEEKS OUT OF LABOR FORCE-2008" ; +label variable ER46803 "TOTAL BUSINESS INCOME-2008" ; +label variable ER46804 "ACC BUSINESS INCOME-2008" ; +label variable ER46805 "NUMBER OF BUSINESSES OWNED BY FU IN 2008" ; +label variable ER46806 "FARM INCOME OF HEAD-2008" ; +label variable ER46807 "ACC FARM INCOME OF HEAD-2008" ; +label variable ER46808 "HD LABOR INCOME FROM BUSINESS-2008" ; +label variable ER46809 "HD ASSET INCOME FROM BUSINESS-2008" ; +label variable ER46810 "NUMBER OF BUSINESSES OWNED BY HEAD" ; +label variable ER46811 "WAGES AND SALARIES OF HEAD-2008" ; +label variable ER46812 "ACC WAGES AND SALARIES OF HEAD-2008" ; +label variable ER46813 "BONUS INCOME OF HEAD-2008" ; +label variable ER46814 "ACC BONUS INCOME OF HEAD-2008" ; +label variable ER46815 "OVERTIME INCOME OF HEAD-2008" ; +label variable ER46816 "ACC OVERTIME INCOME OF HEAD-2008" ; +label variable ER46817 "TIPS OF HEAD-2008" ; +label variable ER46818 "ACC TIPS OF HEAD-2008" ; +label variable ER46819 "COMMISSION INCOME OF HEAD-2008" ; +label variable ER46820 "ACC COMMISSION INCOME OF HEAD-2008" ; +label variable ER46821 "PROFESSIONAL PRACTICE OF HEAD-2008" ; +label variable ER46822 "ACC PROFESSIONL PRACTICE OF HD-2008" ; +label variable ER46823 "MARKET GARDENING INCOME OF HD-2008" ; +label variable ER46824 "ACC MARKET GARDENING INCOME OF HEAD" ; +label variable ER46825 "HEAD ADDITIONAL JOB INCOME-2008" ; +label variable ER46826 "ACC OF HEAD ADDITIONAL JOB INCOME" ; +label variable ER46827 "MISC LABOR INCOME OF HEAD-2008" ; +label variable ER46828 "ACC MISC LABOR INCOME OF HEAD-2008" ; +label variable ER46829 "LABOR INCOME OF HEAD-2008" ; +label variable ER46830 "HEAD RENT INCOME-2008" ; +label variable ER46831 "ACCURACY OF HEAD RENT INCOME-2008" ; +label variable ER46832 "HEAD DIVIDENDS-2008" ; +label variable ER46833 "ACCURACY OF HEAD DIVIDENDS-2008" ; +label variable ER46834 "HEAD INTEREST INCOME-2008" ; +label variable ER46835 "ACCURACY OF HEAD INTEREST INCOME-2008" ; +label variable ER46836 "HEAD INCOME FROM TRUSTS/ROYALTIES-2008" ; +label variable ER46837 "ACCURACY OF HD INCOME FROM TRUSTS-2008" ; +label variable ER46838 "WF LABOR INCOME FROM BUSINESS-2008" ; +label variable ER46839 "WF ASSET INCOME FROM BUSINESS-2008" ; +label variable ER46840 "NUMBER OF BUSINESSES OWNED BY WIFE" ; +label variable ER46841 "LABOR INCOME OF WIFE-2008" ; +label variable ER46842 "ACC LABOR INCOME OF WIFE-2008" ; +label variable ER46843 "WIFE RENT INCOME-2008" ; +label variable ER46844 "ACCURACY OF WIFE RENT INCOME-2008" ; +label variable ER46845 "WIFE DIVIDENDS-2008" ; +label variable ER46846 "ACCURACY OF WIFE DIVIDENDS-2008" ; +label variable ER46847 "WIFE INTEREST INCOME-2008" ; +label variable ER46848 "ACCURACY OF WIFE INTEREST INCOME-2008" ; +label variable ER46849 "WIFE INCOME FROM TRUSTS/ROYALTIES-2008" ; +label variable ER46850 "ACCURACY OF WF INCOME FROM TRUSTS-2008" ; +label variable ER46851 "HEAD AND WIFE TAXABLE INCOME-2008" ; +label variable ER46852 "HEAD INCOME FROM TANF, ETC.-2008" ; +label variable ER46853 "ACCURACY OF HEAD INCOME FROM TANF-2008" ; +label variable ER46854 "HEAD SSI-2008" ; +label variable ER46855 "ACCURACY OF HEAD SSI-2008" ; +label variable ER46856 "HEAD OTHER WELFARE-2008" ; +label variable ER46857 "ACCURACY OF HEAD OTHER WELFARE-2008" ; +label variable ER46858 "HEAD VA PENSION-2008" ; +label variable ER46859 "ACCURACY OF HEAD VA PENSION-2008" ; +label variable ER46860 "HEAD RETIREMENT/PENSIONS-2008" ; +label variable ER46861 "ACCURACY OF HEAD RETIREMENT-2008" ; +label variable ER46862 "HEAD ANNUITIES-2008" ; +label variable ER46863 "ACCURACY OF HEAD ANNUITIES-2008" ; +label variable ER46864 "HEAD OTHER RETIREMENT-2008" ; +label variable ER46865 "ACCURACY OF HEAD OTHER RETIREMENT-2008" ; +label variable ER46866 "HEAD UNEMPLOYMENT COMPENSATION-2008" ; +label variable ER46867 "ACCURACY OF HEAD UNEMPLOYMENT COMP-2008" ; +label variable ER46868 "HEAD WORKERS COMPENSATION-2008" ; +label variable ER46869 "ACCURACY OF HEAD WORKERS COMP-2008" ; +label variable ER46870 "CHILD SUPPORT RECEIVED BY HEAD-2008" ; +label variable ER46871 "ACCURACY OF HEAD CHILD SUPPORT-2008" ; +label variable ER46872 "HEAD INCOME FROM ALIMONY-2008" ; +label variable ER46873 "ACCURACY OF HEAD ALIMONY-2008" ; +label variable ER46874 "HEAD HELP FROM RELATIVES-2008" ; +label variable ER46875 "ACCURACY OF HEAD HELP FROM RELS-2008" ; +label variable ER46876 "HEAD HELP FROM OTHERS-2008" ; +label variable ER46877 "ACCURACY OF HEAD HELP FROM OTHERS-2008" ; +label variable ER46878 "HEAD MISCELLANEOUS TRANSFERS-2008" ; +label variable ER46879 "ACCURACY OF HD MISC TRANSFERS-2008" ; +label variable ER46880 "WIFE INCOME FROM TANF, ETC.-2008" ; +label variable ER46881 "ACCURACY OF WIFE INCOME FROM TANF-2008" ; +label variable ER46882 "WIFE SSI-2008" ; +label variable ER46883 "ACCURACY OF WIFE SSI-2008" ; +label variable ER46884 "WIFE OTHER WELFARE-2008" ; +label variable ER46885 "ACCURACY OF WIFE OTHER WELFARE-2008" ; +label variable ER46886 "WIFE RETIREMENT/ANNUITIES-2008" ; +label variable ER46887 "ACCURACY OF WIFE RETIREMENT-2008" ; +label variable ER46888 "WIFE UNEMPLOYMENT COMPENSATION-2008" ; +label variable ER46889 "ACCURACY OF WIFE UNEMPLOYMENT COMP-2008" ; +label variable ER46890 "WIFE WORKERS COMPENSATION-2008" ; +label variable ER46891 "ACCURACY OF WIFE WORKERS COMP-2008" ; +label variable ER46892 "CHILD SUPPORT RECEIVED BY WIFE-2008" ; +label variable ER46893 "ACCURACY OF WIFE CHILD SUPPORT-2008" ; +label variable ER46894 "WIFE HELP FROM RELATIVES-2008" ; +label variable ER46895 "ACCURACY OF WIFE HELP FROM RELS-2008" ; +label variable ER46896 "WIFE HELP FROM OTHERS-2008" ; +label variable ER46897 "ACCURACY OF WIFE HELP FROM OTHERS-2008" ; +label variable ER46898 "WIFE MISCELLANEOUS TRANSFERS-2008" ; +label variable ER46899 "ACCURACY OF WF MISC TRANSFERS-2008" ; +label variable ER46900 "HEAD AND WIFE TRANSFER INCOME-2008" ; +label variable ER46901 "HEAD WAGE RATE-2008" ; +label variable ER46902 "WIFE WAGE RATE-2008" ; +label variable ER46903 "TOTAL LABOR INCOME OF OTR FU MEMBRS-2008" ; +label variable ER46904 "ACCURACY OF OTR FU MEMBR LABOR Y-2008" ; +label variable ER46905 "TOTAL ASSET INCOME OF OTR FU MEMBRS-2008" ; +label variable ER46906 "ACCURACY OF OTR FU MEMBR ASSET Y-2008" ; +label variable ER46907 "TAXABLE INCOME OF OTHER FU MEMBERS-2008" ; +label variable ER46908 "OTR FU MEMBR INCOME FROM TANF, ETC.-2008" ; +label variable ER46909 "ACCURACY OF OFUM INCOME FROM TANF-2008" ; +label variable ER46910 "OTR FU MEMBERS SSI-2008" ; +label variable ER46911 "ACCURACY OF OTR FU MEMBERS SSI-2008" ; +label variable ER46912 "OTR FU MEMBERS OTHER WELFARE-2008" ; +label variable ER46913 "ACCURACY OF OFUM OTHER WELFARE-2008" ; +label variable ER46914 "OTHER FU MEMBERS VA PENSION-2008" ; +label variable ER46915 "ACCURACY OF OTR FU MEMBR VA PENSION-2008" ; +label variable ER46916 "OTHER FU MEMBR RETIREMENT/ANNUITIES-2008" ; +label variable ER46917 "ACCURACY OF OFUM RETIREMENT-2008" ; +label variable ER46918 "OFUM UNEMPLOYMENT COMPENSATION-2008" ; +label variable ER46919 "ACCURACY OF OFUM UNEMPLOYMENT COMP-2008" ; +label variable ER46920 "OTR FU MEMBERS WORKERS COMPENSATION-2008" ; +label variable ER46921 "ACCURACY OF OFUM WORKERS COMP-2008" ; +label variable ER46922 "OFUM INCOME FROM CHILD SUPPORT-2008" ; +label variable ER46923 "ACCURACY OF OFUM CHILD SUPPORT-2008" ; +label variable ER46924 "OTR FU MEMBERS HELP FROM RELATIVES-2008" ; +label variable ER46925 "ACCURACY OF OFUM HELP FROM RELS-2008" ; +label variable ER46926 "OFUM MISCELLANEOUS TRANSFERS-2008" ; +label variable ER46927 "ACCURACY OF OFUM MISC TRANSFERS-2008" ; +label variable ER46928 "TOTAL TRANSFER INCOME OF OFUMS-2008" ; +label variable ER46929 "HEAD SOCIAL SECURITY INCOME-2008" ; +label variable ER46930 "ACCURACY OF HEAD SOCIAL SECURITY-2008" ; +label variable ER46931 "WIFE SOCIAL SECURITY INCOME-2008" ; +label variable ER46932 "ACCURACY OF WIFE SOCIAL SECURITY-2008" ; +label variable ER46933 "OFUM SOCIAL SECURITY INCOME-2008" ; +label variable ER46934 "ACCURACY OF OFUM SOCIAL SECURITY-2008" ; +label variable ER46935 "TOTAL FAMILY INCOME-2008" ; +label variable ER46936 "IMP WTR FARM/BUS (W10) 09" ; +label variable ER46937 "ACC WTR FARM/BUS (W10) 09" ; +label variable ER46938 "IMP VALUE FARM/BUS (W11) 09" ; +label variable ER46939 "ACC VALUE FARM/BUS (W11) 09" ; +label variable ER46940 "IMP WTR CHECKING/SAVING (W27) 09" ; +label variable ER46941 "ACC WTR CHECKING/SAVING (W27) 09" ; +label variable ER46942 "IMP VAL CHECKING/SAVING (W28) 09" ; +label variable ER46943 "ACC VAL CHECKING/SAVING (W28) 09" ; +label variable ER46944 "IMP WTR OTH DEBT (W38) 09" ; +label variable ER46945 "ACC WTR OTH DEBT (W38) 09" ; +label variable ER46946 "IMP VALUE OTH DEBT (W39) 09" ; +label variable ER46947 "ACC VALUE OTH DEBT (W39) 09" ; +label variable ER46948 "IMP WTR OTH REAL ESTATE (W1) 09" ; +label variable ER46949 "ACC WTR OTH REAL ESTATE (W1) 09" ; +label variable ER46950 "IMP VAL OTH REAL ESTATE (W2) 09" ; +label variable ER46951 "ACC VAL OTH REAL ESTATE (W2) 09" ; +label variable ER46952 "IMP WTR STOCKS (W15) 09" ; +label variable ER46953 "ACC WTR STOCKS (W15) 09" ; +label variable ER46954 "IMP VALUE STOCKS (W16) 09" ; +label variable ER46955 "ACC VALUE STOCKS (W16) 09" ; +label variable ER46956 "IMP VALUE VEHICLES (W6) 09" ; +label variable ER46957 "ACC VALUE VEHICLES (W6) 09" ; +label variable ER46958 "IMP WTR OTH ASSETS (W33) 09" ; +label variable ER46959 "ACC WTR OTH ASSETS (W33) 09" ; +label variable ER46960 "IMP VALUE OTH ASSETS (W34) 09" ; +label variable ER46961 "ACC VALUE OTH ASSETS (W34) 09" ; +label variable ER46962 "IMP WTR ANNUITY/IRA (W21) 09" ; +label variable ER46963 "ACC WTR ANNUITY/IRA (W21) 09" ; +label variable ER46964 "IMP VALUE ANNUITY/IRA (W22) 09" ; +label variable ER46965 "ACC VALUE ANNUITY/IRA (W22) 09" ; +label variable ER46966 "IMP VALUE HOME EQUITY 09" ; +label variable ER46967 "ACC VALUE HOME EQUITY 09" ; +label variable ER46968 "IMP WEALTH W/O EQUITY (WEALTH1) 09" ; +label variable ER46969 "ACC WEALTH W/O EQUITY (WEALTH1) 09" ; +label variable ER46970 "IMP WEALTH W/ EQUITY (WEALTH2) 09" ; +label variable ER46971 "ACC WEALTH W/ EQUITY (WEALTH2) 09" ; +label variable ER46972 "CENSUS NEEDS STANDARD-2008" ; +label variable ER46973 "CENSUS NEEDS STANDARD-2007" ; +label variable ER46974 "CURRENT REGION" ; +label variable ER46975 "BEALE RURAL-URBAN CODE" ; +label variable ER46975A "RURAL-URBAN CODE (BEALE-COLLAPSED)" ; +label variable ER46976 "SIZE LARGEST CITY IN COUNTY" ; +label variable ER46977 "REGION HD GREW UP" ; +label variable ER46978 "HD GEOGRAPHIC MOBILITY" ; +label variable ER46979 "REGION WF GREW UP" ; +label variable ER46980 "WF GEOGRAPHIC MOBILITY" ; +label variable ER46981 "COMPLETED ED-HD" ; +label variable ER46982 "COMPLETED ED-WF" ; +label variable ER46983 "MARITAL STATUS-GENERATED" ; +label variable ER46984 "CHANGE IN MARITAL STATUS" ; +label variable ER46985 "COUPLE STATUS OF HEAD" ; +label variable ER46986 "YEAR NEW HEAD IN FU" ; +label variable ER46987 "YEAR NEW WIFE IN FU" ; +label variable ER46988 "HEAD-SPOUSE SAMPLE STATUS" ; +label variable ER46989 "NUMBER OF SPLITOFFS FROM MAIN FAM" ; +label variable ER46990 "MAIN FAMILY ID FOR SPLITOFF" ; +label variable ER46991 "CURRENT YR ID OF 1ST OTHER FU IN HU" ; +label variable ER46992 "REL OF 1ST OTHER FU" ; +label variable ER46993 "SIZE OF 1ST OTHER FU" ; +label variable ER46994 "CURRENT YR ID OF 2ND OTHER FU IN HU" ; +label variable ER46995 "REL OF 2ND OTHER FU" ; +label variable ER46996 "SIZE OF 2ND OTHER FU" ; +label variable ER46997 "CURRENT YR ID OF 3RD OTHER FU IN HU" ; +label variable ER46998 "REL OF 3RD OTHER FU" ; +label variable ER46999 "SIZE OF 3RD OTHER FU" ; +label variable ER47000 "CURRENT YR ID OF 4TH OTHER FU IN HU" ; +label variable ER47001 "REL OF 4TH OTHER FU" ; +label variable ER47002 "SIZE OF 4TH OTHER FU" ; +label variable ER47003 "HOUSEHOLD ID #" ; +label variable ER47004 "BIRTHS TO HEAD ONLY-2008" ; +label variable ER47005 "BIRTHS TO WIFE ONLY-2008" ; +label variable ER47006 "BIRTHS TO HEAD AND WIFE-2008" ; +label variable ER47007 "BIRTHS TO OFUMS ONLY-2008" ; +label variable ER47008 "BIRTHS TO HEAD ONLY-2007" ; +label variable ER47009 "BIRTHS TO WIFE ONLY-2007" ; +label variable ER47010 "BIRTHS TO HEAD AND WIFE-2007" ; +label variable ER47011 "BIRTHS TO OFUMS ONLY-2007" ; +label variable ER47012 "2009 CORE/IMMIGRANT FAM WEIGHT NUMBER 1" ; diff --git a/42/replication_package/data_replication/psid/raw_data/FAM2009ER.txt b/42/replication_package/data_replication/psid/raw_data/FAM2009ER.txt new file mode 100644 index 0000000000000000000000000000000000000000..5163e575a9b87079ec9f5c1db3d5bc7a306d831c --- /dev/null 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7234 ER52045A 7235 - 7236 ER52046 7237 - 7238 + ER52047 7239 - 7239 ER52048 7240 - 7240 ER52049 7241 - 7241 + ER52050 7242 - 7242 ER52051 7243 - 7243 ER52052 7244 - 7244 + ER52053 7245 - 7245 ER52054 7246 - 7246 ER52055 7247 - 7247 + ER52055A 7248 - 7249 ER52056 7250 - 7250 ER52057 7251 - 7251 + ER52058 7252 - 7252 ER52059 7253 - 7253 ER52060 7254 - 7254 + ER52061 7255 - 7255 ER52062 7256 - 7256 ER52063 7257 - 7257 + ER52063A 7258 - 7259 ER52064 7260 - 7261 ER52065 7262 - 7262 + ER52066 7263 - 7263 ER52067 7264 - 7265 ER52068 7266 - 7266 + ER52069 7267 - 7268 ER52070 7269 - 7269 ER52071 7270 - 7271 + ER52072 7272 - 7274 ER52073 7275 - 7275 ER52074 7276 - 7285 + ER52075 7286 - 7286 ER52076 7287 - 7287 ER52077 7288 - 7288 + ER52078 7289 - 7290 ER52079 7291 - 7291 ER52080 7292 - 7293 + ER52081 7294 - 7294 ER52082 7295 - 7296 ER52083 7297 - 7299 + ER52084 7300 - 7300 ER52085 7301 - 7310 ER52086 7311 - 7311 + ER52087 7312 - 7312 ER52088 7313 - 7313 ER52089 7314 - 7314 + ER52090 7315 - 7315 ER52091 7316 - 7316 ER52092 7317 - 7317 + ER52093 7318 - 7318 ER52094 7319 - 7319 ER52095 7320 - 7320 + ER52096 7321 - 7321 ER52097 7322 - 7322 ER52098 7323 - 7325 + ER52099 7326 - 7326 ER52100 7327 - 7327 ER52101 7328 - 7328 + ER52102 7329 - 7329 ER52103 7330 - 7330 ER52104 7331 - 7331 + ER52105 7332 - 7332 ER52106 7333 - 7333 ER52107 7334 - 7334 + ER52108 7335 - 7335 ER52109 7336 - 7336 ER52110 7337 - 7337 + ER52111 7338 - 7338 ER52112 7339 - 7339 ER52113 7340 - 7340 + ER52114 7341 - 7341 ER52115 7342 - 7342 ER52116 7343 - 7343 + ER52117 7344 - 7344 ER52118 7345 - 7345 ER52119 7346 - 7346 + ER52120 7347 - 7347 ER52121 7348 - 7348 ER52122 7349 - 7349 + ER52123 7350 - 7350 ER52124 7351 - 7351 ER52125 7352 - 7352 + ER52126 7353 - 7353 ER52127 7354 - 7354 ER52128 7355 - 7355 + ER52129 7356 - 7356 ER52130 7357 - 7357 ER52131 7358 - 7358 + ER52132 7359 - 7359 ER52133 7360 - 7360 ER52134 7361 - 7361 + ER52135 7362 - 7362 ER52136 7363 - 7363 ER52137 7364 - 7364 + ER52138 7365 - 7365 ER52139 7366 - 7366 ER52140 7367 - 7367 + ER52141 7368 - 7368 ER52142 7369 - 7369 ER52143 7370 - 7370 + ER52144 7371 - 7371 ER52145 7372 - 7372 ER52146 7373 - 7373 + ER52147 7374 - 7374 ER52148 7375 - 7375 ER52149 7376 - 7376 + ER52150 7377 - 7377 ER52151 7378 - 7378 ER52152 7379 - 7379 + ER52153 7380 - 7380 ER52154 7381 - 7381 ER52155 7382 - 7382 + ER52156 7383 - 7383 ER52157 7384 - 7384 ER52158 7385 - 7385 + ER52159 7386 - 7386 ER52160 7387 - 7387 ER52161 7388 - 7388 + ER52162 7389 - 7389 ER52163 7390 - 7390 ER52164 7391 - 7391 + ER52165 7392 - 7392 ER52166 7393 - 7393 ER52167 7394 - 7394 + ER52168 7395 - 7396 ER52169 7397 - 7400 ER52170 7401 - 7401 + ER52171 7402 - 7404 ER52172 7405 - 7405 ER52173 7406 - 7409 + ER52174 7410 - 7410 ER52175 7411 - 7414 ER52176 7415 - 7418 + ER52177 7419 - 7419 ER52178 7420 - 7423 ER52179 7424 - 7424 + ER52180 7425 - 7428 ER52181 7429 - 7429 ER52182 7430 - 7433 + ER52183 7434 - 7434 ER52184 7435 - 7438 ER52185 7439 - 7439 + ER52186 7440 - 7443 ER52187 7444 - 7444 ER52188 7445 - 7448 + ER52189 7449 - 7449 ER52190 7450 - 7453 ER52191 7454 - 7454 + ER52192 7455 - 7457 ER52193 7458 - 7458 ER52194 7459 - 7462 + ER52195 7463 - 7463 ER52196 7464 - 7467 ER52197 7468 - 7471 + ER52198 7472 - 7472 ER52199 7473 - 7476 ER52200 7477 - 7477 + ER52201 7478 - 7481 ER52202 7482 - 7482 ER52203 7483 - 7486 + ER52204 7487 - 7487 ER52205 7488 - 7491 ER52206 7492 - 7492 + ER52207 7493 - 7496 ER52208 7497 - 7497 ER52209 7498 - 7501 + ER52210 7502 - 7502 ER52211 7503 - 7509 ER52212 7510 - 7510 + ER52213 7511 - 7511 ER52214 7512 - 7518 ER52215 7519 - 7519 + ER52216 7520 - 7526 ER52217 7527 - 7533 ER52218 7534 - 7534 + ER52219 7535 - 7541 ER52220 7542 - 7542 ER52221 7543 - 7548 + ER52222 7549 - 7549 ER52223 7550 - 7555 ER52224 7556 - 7556 + ER52225 7557 - 7562 ER52226 7563 - 7563 ER52227 7564 - 7569 + ER52228 7570 - 7570 ER52229 7571 - 7577 ER52230 7578 - 7578 + ER52231 7579 - 7585 ER52232 7586 - 7586 ER52233 7587 - 7593 + ER52234 7594 - 7594 ER52235 7595 - 7600 ER52236 7601 - 7601 + ER52237 7602 - 7608 ER52238 7609 - 7614 ER52239 7615 - 7615 + ER52240 7616 - 7621 ER52241 7622 - 7622 ER52242 7623 - 7628 + ER52243 7629 - 7629 ER52244 7630 - 7635 ER52245 7636 - 7636 + ER52246 7637 - 7643 ER52247 7644 - 7650 ER52248 7651 - 7651 + ER52249 7652 - 7658 ER52250 7659 - 7659 ER52251 7660 - 7665 + ER52252 7666 - 7666 ER52253 7667 - 7672 ER52254 7673 - 7673 + ER52255 7674 - 7679 ER52256 7680 - 7680 ER52257 7681 - 7686 + ER52258 7687 - 7687 ER52259 7688 - 7694 ER52260 7695 - 7700 + ER52261 7701 - 7701 ER52262 7702 - 7707 ER52263 7708 - 7708 + ER52264 7709 - 7714 ER52265 7715 - 7715 ER52266 7716 - 7721 + ER52267 7722 - 7722 ER52268 7723 - 7728 ER52269 7729 - 7729 + ER52270 7730 - 7735 ER52271 7736 - 7736 ER52272 7737 - 7742 + ER52273 7743 - 7743 ER52274 7744 - 7749 ER52275 7750 - 7750 + ER52276 7751 - 7756 ER52277 7757 - 7757 ER52278 7758 - 7763 + ER52279 7764 - 7764 ER52280 7765 - 7770 ER52281 7771 - 7771 + ER52282 7772 - 7777 ER52283 7778 - 7778 ER52284 7779 - 7784 + ER52285 7785 - 7785 ER52286 7786 - 7791 ER52287 7792 - 7792 + ER52288 7793 - 7798 ER52289 7799 - 7799 ER52290 7800 - 7805 + ER52291 7806 - 7806 ER52292 7807 - 7812 ER52293 7813 - 7813 + ER52294 7814 - 7819 ER52295 7820 - 7820 ER52296 7821 - 7826 + ER52297 7827 - 7827 ER52298 7828 - 7833 ER52299 7834 - 7834 + ER52300 7835 - 7840 ER52301 7841 - 7841 ER52302 7842 - 7847 + ER52303 7848 - 7848 ER52304 7849 - 7854 ER52305 7855 - 7855 + ER52306 7856 - 7861 ER52307 7862 - 7862 ER52308 7863 - 7869 + ER52309 7870 - 7875 ER52310 7876 - 7881 ER52311 7882 - 7888 + ER52312 7889 - 7889 ER52313 7890 - 7895 ER52314 7896 - 7896 + ER52315 7897 - 7903 ER52316 7904 - 7909 ER52317 7910 - 7910 + ER52318 7911 - 7916 ER52319 7917 - 7917 ER52320 7918 - 7923 + ER52321 7924 - 7924 ER52322 7925 - 7930 ER52323 7931 - 7931 + ER52324 7932 - 7937 ER52325 7938 - 7938 ER52326 7939 - 7944 + ER52327 7945 - 7945 ER52328 7946 - 7951 ER52329 7952 - 7952 + ER52330 7953 - 7958 ER52331 7959 - 7959 ER52332 7960 - 7965 + ER52333 7966 - 7966 ER52334 7967 - 7972 ER52335 7973 - 7973 + ER52336 7974 - 7979 ER52337 7980 - 7985 ER52338 7986 - 7986 + ER52339 7987 - 7992 ER52340 7993 - 7993 ER52341 7994 - 7999 + ER52342 8000 - 8000 ER52343 8001 - 8007 ER52344 8008 - 8008 + ER52345 8009 - 8009 ER52346 8010 - 8018 ER52347 8019 - 8019 + ER52348 8020 - 8020 ER52349 8021 - 8021 ER52350 8022 - 8030 + ER52351 8031 - 8031 ER52352 8032 - 8032 ER52353 8033 - 8033 + ER52354 8034 - 8042 ER52355 8043 - 8043 ER52356 8044 - 8044 + ER52357 8045 - 8045 ER52358 8046 - 8054 ER52359 8055 - 8055 + ER52360 8056 - 8064 ER52361 8065 - 8065 ER52362 8066 - 8066 + ER52363 8067 - 8067 ER52364 8068 - 8076 ER52365 8077 - 8077 + ER52366 8078 - 8078 ER52367 8079 - 8079 ER52368 8080 - 8088 + ER52369 8089 - 8089 ER52370 8090 - 8090 ER52371 8091 - 8091 + ER52372 8092 - 8098 ER52373 8099 - 8099 ER52374 8100 - 8100 + ER52375 8101 - 8101 ER52376 8102 - 8108 ER52377 8109 - 8109 + ER52378 8110 - 8110 ER52379 8111 - 8111 ER52380 8112 - 8118 + ER52381 8119 - 8119 ER52382 8120 - 8120 ER52383 8121 - 8121 + ER52384 8122 - 8128 ER52385 8129 - 8129 ER52386 8130 - 8130 + ER52387 8131 - 8131 ER52388 8132 - 8138 ER52389 8139 - 8139 + ER52390 8140 - 8148 ER52391 8149 - 8149 ER52392 8150 - 8158 + ER52393 8159 - 8159 ER52394 8160 - 8168 ER52395 8169 - 8169 + ER52396 8170 - 8174 ER52397 8175 - 8179 ER52398 8180 - 8180 + ER52399 8181 - 8182 ER52399A 8183 - 8184 ER52400 8185 - 8185 + ER52401 8186 - 8186 ER52402 8187 - 8187 ER52403 8188 - 8188 + ER52404 8189 - 8189 ER52405 8190 - 8191 ER52406 8192 - 8193 + ER52407 8194 - 8194 ER52408 8195 - 8195 ER52409 8196 - 8196 + ER52410 8197 - 8200 ER52411 8201 - 8204 ER52412 8205 - 8205 + ER52413 8206 - 8206 ER52414 8207 - 8211 ER52415 8212 - 8216 + ER52416 8217 - 8217 ER52417 8218 - 8219 ER52418 8220 - 8224 + ER52419 8225 - 8225 ER52420 8226 - 8227 ER52421 8228 - 8232 + ER52422 8233 - 8233 ER52423 8234 - 8235 ER52424 8236 - 8240 + ER52425 8241 - 8241 ER52426 8242 - 8243 ER52427 8244 - 8248 + ER52428 8249 - 8249 ER52429 8250 - 8250 ER52430 8251 - 8251 + ER52431 8252 - 8252 ER52432 8253 - 8253 ER52433 8254 - 8254 + ER52434 8255 - 8255 ER52435 8256 - 8256 ER52436 8257 - 8263 +using FAM2011ER.txt, clear +; +label variable ER47301 "RELEASE NUMBER" ; +label variable ER47302 "2011 FAMILY INTERVIEW (ID) NUMBER" ; +label variable ER47303 "PSID STATE OF RESIDENCE CODE" ; +label variable ER47304 "CURRENT STATE" ; +label variable ER47305 "SPLITOFF INDICATOR" ; +label variable ER47306 "MODE OF INTERVIEW" ; +label variable ER47307 "FAMILY COMPOSITION CHANGE" ; +label variable ER47308 "TYPE INSTITUTION" ; +label variable ER47309 "1968 FAMILY IDENTIFIER" ; +label variable ER47310 "WTR REINSTATED DROPPED FAMILY" ; +label variable ER47311 "INTERVIEWER ID" ; +label variable ER47312 "MONTH CURRENT IW" ; +label variable ER47313 "DAY CURRENT IW" ; +label variable ER47314 "YEAR CURRENT IW" ; +label variable ER47315 "LENGTH OF IW IN MINUTES" ; +label variable ER47316 "# IN FU" ; +label variable ER47317 "AGE OF HEAD" ; +label variable ER47318 "SEX OF HEAD" ; +label variable ER47319 "AGE OF WIFE" ; +label variable ER47320 "# CHILDREN IN FU" ; +label variable ER47321 "AGE YOUNGEST CHILD" ; +label variable ER47322 "# NONFU SHARING HU" ; +label variable ER47323 "HEAD MARITAL STATUS" ; +label variable ER47324 "A3 LIFE SATISFACTION" ; +label variable ER47325 "A4 TYPE DU" ; +label variable ER47326 "A6A WTR SENIOR HOUSING" ; +label variable ER47327 "A7A WTR SENIOR SERVICES" ; +label variable ER47328 "A8 ACTUAL # ROOMS" ; +label variable ER47329 "A19 OWN/RENT OR WHAT" ; +label variable ER47330 "A20 HOUSE VALUE" ; +label variable ER47331 "ACCURACY OF HOUSE VALUE" ; +label variable ER47332 "A20A WTR HOUSE WORTH 100,000+" ; +label variable ER47333 "A20B WTR HOUSE WORTH 200,000+" ; +label variable ER47334 "A20C WTR HOUSE WORTH 400,000+" ; +label variable ER47335 "A20D WTR HOUSE WORTH 75,000+" ; +label variable ER47336 "A20E WTR HOUSE WORTH 25,000+" ; +label variable ER47337 "A20F WTR RENTS LOT" ; +label variable ER47338 "A20G DOLLARS LOT RENT" ; +label variable ER47339 "A20G DOLLARS PER WHAT" ; +label variable ER47340 "ACCURACY OF LOT RENT" ; +label variable ER47341 "A20H WTR LOT RENT INCUDES WATER/SEWER" ; +label variable ER47342 "A21 ANNUAL PROPERTY TAX" ; +label variable ER47343 "ACCURACY OF ANNUAL PROPERTY TAX" ; +label variable ER47344 "A22 ANNUAL OWNR INSURANC" ; +label variable ER47345 "A23 HAVE MORTGAGE?" ; +label variable ER47346 "A23A TYPE MORTGAGE MOR 1" ; +label variable ER47347 "A23B WTR ORIGINAL LOAN/REFINANCED #1" ; +label variable ER47348 "A24 REM PRINCIPAL MOR 1" ; +label variable ER47349 "ACCURACY OF REMAINING MORTGAGE PRIN #1" ; +label variable ER47350 "A25 MNTHLY PMTS MOR 1" ; +label variable ER47351 "ACCURACY OF MONTHLY PYMNTS ON MTGE #1" ; +label variable ER47352 "A25A1 MTG INCL PROP TAXES #1" ; +label variable ER47353 "A25A2 MTG INCL INS PREM #1" ; +label variable ER47354 "A25A3 WTR CURR INT RATE FIXED/VARBLE #1" ; +label variable ER47355 "A25A4 CURR INTEREST RATE WHOLE PRCNT #1" ; +label variable ER47356 "A25A4 CURR INT RATE DECIMAL FRACTION #1" ; +label variable ER47357 "A26 YEAR OBTAINED LOAN #1" ; +label variable ER47358 "A27 YRS TO PAY MOR 1" ; +label variable ER47359 "A27A WTR BEHIND ON MTGE # 1" ; +label variable ER47360 "A27B MONTHS BEHIND ON MTGE # 1" ; +label variable ER47361 "A27C WTR FORECLOSURE ON MTGE # 1" ; +label variable ER47362 "A27D MONTH FORECLOSURE ON MTGE # 1" ; +label variable ER47363 "A27E YEAR FORECLOSURE ON MTGE # 1" ; +label variable ER47364 "A27F WTR RESTRUCTURED MTGE # 1" ; +label variable ER47365 "A27G LIKELY TO FALL BEHIND ON MTGE #1" ; +label variable ER47366 "A28 2ND MORTGAGE" ; +label variable ER47367 "A23A TYPE MORTGAGE MOR 2" ; +label variable ER47368 "A23B WTR ORIGINAL LOAN/REFINANCED #2" ; +label variable ER47369 "A24 REM PRINCIPAL MOR 2" ; +label variable ER47370 "ACCURACY OF REMAINING MORTGAGE PRIN #2" ; +label variable ER47371 "A25 MNTHLY PMTS MOR 2" ; +label variable ER47372 "ACCURACY OF MONTHLY PYMNTS ON MTGE #2" ; +label variable ER47373 "A25A1 MTG INCL PROP TAXES #2" ; +label variable ER47374 "A25A2 MTG INCL INS PREM #2" ; +label variable ER47375 "A25A3 WTR CURR INT RATE FIXED/VARBLE #2" ; +label variable ER47376 "A25A4 CURR INTEREST RATE WHOLE PRCNT #2" ; +label variable ER47377 "A25A4 CURR INT RATE DECIMAL FRACTION #2" ; +label variable ER47378 "A26 YEAR OBTAINED LOAN #2" ; +label variable ER47379 "A27 YRS TO PAY MOR 2" ; +label variable ER47380 "A27A WTR BEHIND ON MTGE # 2" ; +label variable ER47381 "A27B MONTHS BEHIND ON MTGE # 2" ; +label variable ER47382 "A27C WTR FORECLOSURE ON MTGE # 2" ; +label variable ER47383 "A27D MONTH FORECLOSURE ON MTGE # 2" ; +label variable ER47384 "A27E YEAR FORECLOSURE ON MTGE # 2" ; +label variable ER47385 "A27F WTR RESTRUCTURED MTGE # 2" ; +label variable ER47386 "A27G LIKELY TO FALL BEHIND ON MTGE # 2" ; +label variable ER47387 "A31 DOLLARS RENT" ; +label variable ER47388 "A31 DOLLARS PER WHAT" ; +label variable ER47389 "ACCURACY OF RENT" ; +label variable ER47390 "A31A WTR WATER/SEWER INCLUDED IN RENT" ; +label variable ER47391 "A31B FURNISHED APT/HOUSE" ; +label variable ER47392 "A31C RENT INCL HEAT" ; +label variable ER47393 "A32 IN PUBLIC OWND PROJ?" ; +label variable ER47394 "A33 GOVT PAY PART RENT?" ; +label variable ER47395 "A35 DOLLARS RENT IF RENT" ; +label variable ER47396 "A35 DOLLARS PER WHAT" ; +label variable ER47397 "ACCURACY OF VALUE IF RENTED" ; +label variable ER47398 "A36 IN PUBLIC OWND PROJ?" ; +label variable ER47399 "A37 GOVT PAY ALL RENT?" ; +label variable ER47400 "A37A WTR FORCLOSURE BEG OTR HOME # 1" ; +label variable ER47401 "A37B MONTH FORCLOSURE OTR HOME # 1" ; +label variable ER47402 "A37C YEAR FORCLOSURE OTR HOME # 1" ; +label variable ER47403 "A37D WTR FORECLOSURED OTR HOME # 1" ; +label variable ER47404 "A37E WTR LOST OTR HOME FORECLOSURE # 1" ; +label variable ER47405 "A37F WTR MAIN RESIDENCE OTR HOME # 1" ; +label variable ER47406 "A37G AMT STILL OWED OTR HOME # 1" ; +label variable ER47407 "A37H WTR FORCLOSURE BEG OTR HOME # 2" ; +label variable ER47408 "A37B MONTH FORCLOSURE OTR HOME # 2" ; +label variable ER47409 "A37C YEAR FORCLOSURE OTR HOME # 2" ; +label variable ER47410 "A37D WTR FORECLOSURED OTR HOME # 2" ; +label variable ER47411 "A37E WTR LOST OTR HOME FORECLOSURE # 2" ; +label variable ER47412 "A37F WTR MAIN RESIDENCE OTR HOME # 2" ; +label variable ER47413 "A37G AMT STILL OWED OTR HOME # 2" ; +label variable ER47414 "A42 WTR GAS/ELEC COSTS ON ONE BILL" ; +label variable ER47415 "A42A FUEL EXPENSE" ; +label variable ER47416 "A42A FUEL EXPENSE PER" ; +label variable ER47417 "A42B ELECTRICITY EXPENSE" ; +label variable ER47418 "A42B ELECTRICITY PER" ; +label variable ER47419 "A42C COMBINED GAS/ELECT EXPENSE" ; +label variable ER47420 "A42C COMBINED GAS/ELECT EXPENSE PER" ; +label variable ER47421 "A43 WATER/SEWER EXPENSE" ; +label variable ER47422 "A43 WATER/SEWER EXPENSE PER" ; +label variable ER47423 "A44 TELEPHONE EXPENSE" ; +label variable ER47424 "A44 TELEPHONE EXPENSE PER" ; +label variable ER47425 "A45 WTR OTR UTILITY EXP" ; +label variable ER47426 "A45A GARBAGE EXPENSE" ; +label variable ER47427 "A45B TOTAL OTR UTILITIES" ; +label variable ER47428 "A45B OTR UTILITIES PER" ; +label variable ER47429 "A40 TYPE HEATING 1ST MENTION" ; +label variable ER47430 "A40 TYPE HEATING 2ND MENTION" ; +label variable ER47431 "A40 TYPE HEATING 3RD MENTION" ; +label variable ER47432 "A46 RECD GOVT HTG SUBSDY" ; +label variable ER47433 "A46A AMT GOVT HTG SUBSDY" ; +label variable ER47434 "A47A WTR COMPUTER IN HOME-HD" ; +label variable ER47435 "A47B WTR USED INTERNET-HD" ; +label variable ER47436 "A47C WTR USED INTERNET ELSEWHERE-HD" ; +label variable ER47437 "A47A WTR COMPUTER IN HOME-WF" ; +label variable ER47438 "A47B WTR USED INTERNET-WF" ; +label variable ER47439 "A47C WTR USED INTERNET ELSEWHERE-WF" ; +label variable ER47440 "A49 WTR MOVED SINCE JAN 1 OF PRIOR YEAR" ; +label variable ER47441 "A49 MONTH MOVED" ; +label variable ER47442 "A49 YEAR MOVED" ; +label variable ER47443 "A50 WHY MOVED 1ST MENTION" ; +label variable ER47444 "A50 WHY MOVED 2ND MENTION" ; +label variable ER47445 "A50 WHY MOVED 3RD MENTION" ; +label variable ER47446 "A51 WTR MIGHT MOVE" ; +label variable ER47447 "A52 LIKELIHOOD OF MOVING" ; +label variable ER47448 "BC1 EMPLOYMENT STATUS-1ST MENTION" ; +label variable ER47449 "BC1 EMPLOYMENT STATUS-2ND MENTION" ; +label variable ER47450 "BC1 EMPLOYMENT STATUS-3RD MENTION" ; +label variable ER47451 "BC2 YEAR RETIRED" ; +label variable ER47452 "BC3 WTR WORK FOR MONEY" ; +label variable ER47453 "BC3A WTR WORKD SINCE JAN 1 OF PRIOR YEAR" ; +label variable ER47454 "BC14A_B WEEKS EMPLOYED LAST YEAR" ; +label variable ER47455 "ACCURACY OF HEAD WKS EMPLOYED LAST YEAR" ; +label variable ER47456 "BC14BB AVERAGE HOURS WORKED LAST YEAR" ; +label variable ER47457 "ACCURACY OF HEAD HOURS WORKED LAST YEAR" ; +label variable ER47458 "BC14B3 WTR ADDITIONAL OT HOURS LAST YEAR" ; +label variable ER47459 "BC14B4 AVERAGE OVERTIME HOURS LAST YEAR" ; +label variable ER47460 "BC14B4 AVERAGE OVERTIME HOURS PER WHAT" ; +label variable ER47461 "ACCURACY OF HEAD OT HOURS WRKD LAST YR" ; +label variable ER47462 "BC16-17 MAIN JOB INDICATOR" ; +label variable ER47463 "BC6 BEGINNING MONTH--JOB 1" ; +label variable ER47464 "BC6 BEGINNING YEAR--JOB 1" ; +label variable ER47465 "BC6 ENDING MONTH--JOB 1" ; +label variable ER47466 "BC6 ENDING YEAR--JOB 1" ; +label variable ER47467 "BC6 WTR EMPLOYED--JOB 1 JAN" ; +label variable ER47468 "BC6 WTR EMPLOYED--JOB 1 FEB" ; +label variable ER47469 "BC6 WTR EMPLOYED--JOB 1 MAR" ; +label variable ER47470 "BC6 WTR EMPLOYED--JOB 1 APR" ; +label variable ER47471 "BC6 WTR EMPLOYED--JOB 1 MAY" ; +label variable ER47472 "BC6 WTR EMPLOYED--JOB 1 JUN" ; +label variable ER47473 "BC6 WTR EMPLOYED--JOB 1 JUL" ; +label variable ER47474 "BC6 WTR EMPLOYED--JOB 1 AUG" ; +label variable ER47475 "BC6 WTR EMPLOYED--JOB 1 SEP" ; +label variable ER47476 "BC6 WTR EMPLOYED--JOB 1 OCT" ; +label variable ER47477 "BC6 WTR EMPLOYED--JOB 1 NOV" ; +label variable ER47478 "BC6 WTR EMPLOYED--JOB 1 DEC" ; +label variable ER47479 "BC20 MAIN OCC FOR JOB 1: 2000 CODE (HD)" ; +label variable ER47480 "BC21 MAIN IND FOR JOB 1: 2000 CODE (HD)" ; +label variable ER47481 "BC21B AVERAGE COMMUTE TIME (HD)" ; +label variable ER47482 "BC22 WORK SELF/OTR?--JOB 1" ; +label variable ER47483 "BC23 CORP/UNCORP BUS--JOB 1" ; +label variable ER47484 "BC24 WORK FOR GOVT?--JOB 1" ; +label variable ER47485 "BC25A NUMBER EMPLOYED AT WORK LOCATION" ; +label variable ER47486 "BC25B WTR 200 OR MORE" ; +label variable ER47487 "BC25C WTR 100 OR MORE" ; +label variable ER47488 "BC25D WTR 50 OR MORE" ; +label variable ER47489 "BC25E WTR 500 OR MORE" ; +label variable ER47490 "BC25F WTR 1000 OR MORE" ; +label variable ER47491 "BC26 JOB NOW UNION? (H-E)" ; +label variable ER47492 "BC27 BELONG UNION? (HD-E)" ; +label variable ER47493 "BC28A WTR JOB REQUIRES COMPUTER USE" ; +label variable ER47494 "BC29 SLRY/HRLY/OTR (H-E)" ; +label variable ER47495 "BC30 SALARY AMOUNT" ; +label variable ER47496 "BC30 SALARY PER WHAT" ; +label variable ER47497 "BC31 WTR SAL PD OT (HD-E)" ; +label variable ER47498 "BC32 HOW PAID FOR OT" ; +label variable ER47499 "BC32A EXACT OT PAY IF SALARIED" ; +label variable ER47500 "BC32A EXACT OT PAY PER" ; +label variable ER47501 "BC33 HOURLY REGULAR RATE" ; +label variable ER47502 "BC34 OT DIFFERENTIAL 1ST" ; +label variable ER47503 "BC34 OT DIFFERENTIAL 2ND" ; +label variable ER47504 "BC34 OT DIFFERENTIAL 3RD" ; +label variable ER47505 "BC34A EXACT OT PAY IF HOURLY" ; +label variable ER47506 "BC34A EXACT OT PAY PER" ; +label variable ER47507 "BC36 AVG TIPS/COMM" ; +label variable ER47508 "BC36 TIPS/COMM PER WHAT" ; +label variable ER47509 "BC37 AVG TIPS/COMM" ; +label variable ER47510 "BC37 TIPS/COMM PER WHAT" ; +label variable ER47511 "BC38 HOW PAID-OTR (HD-E)" ; +label variable ER47512 "BC39 OT RATE" ; +label variable ER47513 "BC41 YRS PRES EMP (H-E)" ; +label variable ER47514 "BC41 MOS PRES EMP (H-E)" ; +label variable ER47515 "BC41 WKS PRES EMP (H-E)" ; +label variable ER47516 "BC43 HOURS/WEEK WORKED--JOB 1" ; +label variable ER47517 "ACCURACY OF HR/WK WORKED--HD JOB 1" ; +label variable ER47518 "BC44 WTR WORKED OT--JOB 1" ; +label variable ER47519 "BC45 AMT OF OT WORKED--JOB 1" ; +label variable ER47520 "BC45 OT TIME UNIT--JOB 1" ; +label variable ER47521 "ACCURACY OF OT--HD JOB 1" ; +label variable ER47522 "BC46 AMOUNT EARNED LAST YEAR--JOB 1" ; +label variable ER47523 "BC46 PER FOR AMT EARNED LAST YR--JOB 1" ; +label variable ER47524 "BC51 WHY LAST JOB END (HD-U)" ; +label variable ER47525 "BC6 BEGINNING MONTH--JOB 2" ; +label variable ER47526 "BC6 BEGINNING YEAR--JOB 2" ; +label variable ER47527 "BC6 ENDING MONTH--JOB 2" ; +label variable ER47528 "BC6 ENDING YEAR--JOB 2" ; +label variable ER47529 "BC6 WTR EMPLOYED--JOB 2 JAN" ; +label variable ER47530 "BC6 WTR EMPLOYED--JOB 2 FEB" ; +label variable ER47531 "BC6 WTR EMPLOYED--JOB 2 MAR" ; +label variable ER47532 "BC6 WTR EMPLOYED--JOB 2 APR" ; +label variable ER47533 "BC6 WTR EMPLOYED--JOB 2 MAY" ; +label variable ER47534 "BC6 WTR EMPLOYED--JOB 2 JUN" ; +label variable ER47535 "BC6 WTR EMPLOYED--JOB 2 JUL" ; +label variable ER47536 "BC6 WTR EMPLOYED--JOB 2 AUG" ; +label variable ER47537 "BC6 WTR EMPLOYED--JOB 2 SEP" ; +label variable ER47538 "BC6 WTR EMPLOYED--JOB 2 OCT" ; +label variable ER47539 "BC6 WTR EMPLOYED--JOB 2 NOV" ; +label variable ER47540 "BC6 WTR EMPLOYED--JOB 2 DEC" ; +label variable ER47541 "BC20 MAIN OCC FOR JOB 2: 2000 CODE (HD)" ; +label variable ER47542 "BC21 MAIN IND FOR JOB 2: 2000 CODE (HD)" ; +label variable ER47543 "BC22 WORK SELF/OTR?--JOB 2" ; +label variable ER47544 "BC23 CORP/UNCORP BUS--JOB 2" ; +label variable ER47545 "BC24 WORK FOR GOVT?--JOB 2" ; +label variable ER47546 "BC43 HOURS/WEEK WORKED--JOB 2" ; +label variable ER47547 "ACCURACY OF HR/WK WORKED--HD JOB 2" ; +label variable ER47548 "BC44 WTR WORKED OT--JOB 2" ; +label variable ER47549 "BC45 AMT OF OT WORKED--JOB 2" ; +label variable ER47550 "BC45 OT TIME UNIT--JOB 2" ; +label variable ER47551 "ACCURACY OF OT--HD JOB 2" ; +label variable ER47552 "BC46 AMOUNT EARNED LAST YEAR--JOB 2" ; +label variable ER47553 "BC46 PER FOR AMT EARNED LAST YR--JOB 2" ; +label variable ER47554 "BC51 WHY JOB ENDED--JOB 2" ; +label variable ER47555 "BC6 BEGINNING MONTH--JOB 3" ; +label variable ER47556 "BC6 BEGINNING YEAR--JOB 3" ; +label variable ER47557 "BC6 ENDING MONTH--JOB 3" ; +label variable ER47558 "BC6 ENDING YEAR--JOB 3" ; +label variable ER47559 "BC6 WTR EMPLOYED--JOB 3 JAN" ; +label variable ER47560 "BC6 WTR EMPLOYED--JOB 3 FEB" ; +label variable ER47561 "BC6 WTR EMPLOYED--JOB 3 MAR" ; +label variable ER47562 "BC6 WTR EMPLOYED--JOB 3 APR" ; +label variable ER47563 "BC6 WTR EMPLOYED--JOB 3 MAY" ; +label variable ER47564 "BC6 WTR EMPLOYED--JOB 3 JUN" ; +label variable ER47565 "BC6 WTR EMPLOYED--JOB 3 JUL" ; +label variable ER47566 "BC6 WTR EMPLOYED--JOB 3 AUG" ; +label variable ER47567 "BC6 WTR EMPLOYED--JOB 3 SEP" ; +label variable ER47568 "BC6 WTR EMPLOYED--JOB 3 OCT" ; +label variable ER47569 "BC6 WTR EMPLOYED--JOB 3 NOV" ; +label variable ER47570 "BC6 WTR EMPLOYED--JOB 3 DEC" ; +label variable ER47571 "BC20 MAIN OCC FOR JOB 3: 2000 CODE (HD)" ; +label variable ER47572 "BC21 MAIN IND FOR JOB 3: 2000 CODE (HD)" ; +label variable ER47573 "BC22 WORK SELF/OTR?--JOB 3" ; +label variable ER47574 "BC23 CORP/UNCORP BUS--JOB 3" ; +label variable ER47575 "BC24 WORK FOR GOVT?--JOB 3" ; +label variable ER47576 "BC43 HOURS/WEEK WORKED--JOB 3" ; +label variable ER47577 "ACCURACY OF HR/WK WORKED--HD JOB 3" ; +label variable ER47578 "BC44 WTR WORKED OT--JOB 3" ; +label variable ER47579 "BC45 AMT OF OT WORKED--JOB 3" ; +label variable ER47580 "BC45 OT TIME UNIT--JOB 3" ; +label variable ER47581 "ACCURACY OF OT--HD JOB 3" ; +label variable ER47582 "BC46 AMOUNT EARNED LAST YEAR--JOB 3" ; +label variable ER47583 "BC46 PER FOR AMT EARNED LAST YR--JOB 3" ; +label variable ER47584 "BC51 WHY JOB ENDED--JOB 3" ; +label variable ER47585 "BC6 BEGINNING MONTH--JOB 4" ; +label variable ER47586 "BC6 BEGINNING YEAR--JOB 4" ; +label variable ER47587 "BC6 ENDING MONTH--JOB 4" ; +label variable ER47588 "BC6 ENDING YEAR--JOB 4" ; +label variable ER47589 "BC6 WTR EMPLOYED--JOB 4 JAN" ; +label variable ER47590 "BC6 WTR EMPLOYED--JOB 4 FEB" ; +label variable ER47591 "BC6 WTR EMPLOYED--JOB 4 MAR" ; +label variable ER47592 "BC6 WTR EMPLOYED--JOB 4 APR" ; +label variable ER47593 "BC6 WTR EMPLOYED--JOB 4 MAY" ; +label variable ER47594 "BC6 WTR EMPLOYED--JOB 4 JUN" ; +label variable ER47595 "BC6 WTR EMPLOYED--JOB 4 JUL" ; +label variable ER47596 "BC6 WTR EMPLOYED--JOB 4 AUG" ; +label variable ER47597 "BC6 WTR EMPLOYED--JOB 4 SEP" ; +label variable ER47598 "BC6 WTR EMPLOYED--JOB 4 OCT" ; +label variable ER47599 "BC6 WTR EMPLOYED--JOB 4 NOV" ; +label variable ER47600 "BC6 WTR EMPLOYED--JOB 4 DEC" ; +label variable ER47601 "BC20 MAIN OCC FOR JOB 4: 2000 CODE (HD)" ; +label variable ER47602 "BC21 MAIN IND FOR JOB 4: 2000 CODE (HD)" ; +label variable ER47603 "BC22 WORK SELF/OTR?--JOB 4" ; +label variable ER47604 "BC23 CORP/UNCORP BUS--JOB 4" ; +label variable ER47605 "BC24 WORK FOR GOVT?--JOB 4" ; +label variable ER47606 "BC43 HOURS/WEEK WORKED--JOB 4" ; +label variable ER47607 "ACCURACY OF HR/WK WORKED--HD JOB 4" ; +label variable ER47608 "BC44 WTR WORKED OT--JOB 4" ; +label variable ER47609 "BC45 AMT OF OT WORKED--JOB 4" ; +label variable ER47610 "BC45 OT TIME UNIT--JOB 4" ; +label variable ER47611 "ACCURACY OF OT--HD JOB 4" ; +label variable ER47612 "BC46 AMOUNT EARNED LAST YEAR--JOB 4" ; +label variable ER47613 "BC46 PER FOR AMT EARNED LAST YR--JOB 4" ; +label variable ER47614 "BC51 WHY JOB ENDED--JOB 4" ; +label variable ER47615 "NUMBER OF ADDITIONAL JOBS--HD" ; +label variable ER47616 "BC10 WTR OTRS ILL (HD)" ; +label variable ER47617 "BC10 DAYS OTHERS SICK" ; +label variable ER47618 "ACCURACY OF DAYS OTRS SICK (HD)" ; +label variable ER47619 "BC10 WEEKS OTHERS SICK" ; +label variable ER47620 "ACCURACY OF WEEKS OTRS SICK (HD)" ; +label variable ER47621 "BC10 MONTHS OTHERS SICK" ; +label variable ER47622 "ACCURACY OF MONTHS OTRS SICK (HD)" ; +label variable ER47623 "BC11 WTR SELF ILL (HD)" ; +label variable ER47624 "BC11 DAYS SELF SICK" ; +label variable ER47625 "ACCURACY OF DAYS SELF ILL (HD)" ; +label variable ER47626 "BC11 WEEKS SELF SICK" ; +label variable ER47627 "ACCURACY OF WEEKS SELF ILL (HD)" ; +label variable ER47628 "BC11 MONTHS SELF SICK" ; +label variable ER47629 "ACCURACY OF MONTHS SELF ILL (HD)" ; +label variable ER47630 "BC12 WTR VACATION (HD)" ; +label variable ER47631 "BC12 DAYS VACATION" ; +label variable ER47632 "ACCURACY OF DAYS VACATION (HD)" ; +label variable ER47633 "BC12 WEEKS VACATION" ; +label variable ER47634 "ACCURACY OF WEEKS VACATION (HD)" ; +label variable ER47635 "BC12 MONTHS VACATION" ; +label variable ER47636 "ACCURACY OF MONTHS VACATION (HD)" ; +label variable ER47637 "BC13 WTR STRIKE (HD)" ; +label variable ER47638 "BC13 DAYS STRIKE" ; +label variable ER47639 "ACCURACY OF STRIKE DAYS (HD)" ; +label variable ER47640 "BC13 WEEKS STRIKE" ; +label variable ER47641 "ACCURACY OF STRIKE WEEKS (HD)" ; +label variable ER47642 "BC13 MONTHS STRIKE" ; +label variable ER47643 "ACCURACY OF STRIKE MONTHS (HD)" ; +label variable ER47644 "BC14 WTR LAID OFF (HD)" ; +label variable ER47645 "BC14 DAYS LAID OFF" ; +label variable ER47646 "ACCURACY OF DAYS LAID OFF (HD)" ; +label variable ER47647 "BC14 WEEKS LAID OFF" ; +label variable ER47648 "ACCURACY OF WEEKS LAID OFF (HD)" ; +label variable ER47649 "BC14 MONTHS LAID OFF" ; +label variable ER47650 "ACCURACY OF MONTHS LAID OFF (HD)" ; +label variable ER47651 "BC8 WTR UNEMPLOYED(HD)" ; +label variable ER47652 "BC8 DAYS UNEMPLOYED" ; +label variable ER47653 "ACCURACY OF DAYS UNEMPLOYED (HD)" ; +label variable ER47654 "BC8 WEEKS UNEMPLOYED" ; +label variable ER47655 "ACCURACY OF WEEKS UNEMPLOYED (HD)" ; +label variable ER47656 "BC8 MONTHS UNEMPLOYED" ; +label variable ER47657 "ACCURACY OF MONTHS UNEMPLOYED (HD)" ; +label variable ER47658 "BC8 WTR UNEMPLOYED JAN" ; +label variable ER47659 "BC8 WTR UNEMPLOYED FEB" ; +label variable ER47660 "BC8 WTR UNEMPLOYED MAR" ; +label variable ER47661 "BC8 WTR UNEMPLOYED APR" ; +label variable ER47662 "BC8 WTR UNEMPLOYED MAY" ; +label variable ER47663 "BC8 WTR UNEMPLOYED JUN" ; +label variable ER47664 "BC8 WTR UNEMPLOYED JUL" ; +label variable ER47665 "BC8 WTR UNEMPLOYED AUG" ; +label variable ER47666 "BC8 WTR UNEMPLOYED SEP" ; +label variable ER47667 "BC8 WTR UNEMPLOYED OCT" ; +label variable ER47668 "BC8 WTR UNEMPLOYED NOV" ; +label variable ER47669 "BC8 WTR UNEMPLOYED DEC" ; +label variable ER47670 "BC7 WTR OUT LAB FRC(H)" ; +label variable ER47671 "BC7 DAYS OUT OF LAB FORCE" ; +label variable ER47672 "ACCURACY OF DAYS OUT OF LAB FORCE (HD)" ; +label variable ER47673 "BC7WEEKS OUT LABOR FORCE" ; +label variable ER47674 "ACCURACY OF WKS OUT OF LAB FORCE (HD)" ; +label variable ER47675 "BC7 MONTHS OUT LABR FORCE" ; +label variable ER47676 "ACCURACY OF MOS OUT OF LAB FORCE (HD)" ; +label variable ER47677 "BC7 WTR OUT LAB FORC JAN" ; +label variable ER47678 "BC7 WTR OUT LAB FORC FEB" ; +label variable ER47679 "BC7 WTR OUT LAB FORC MAR" ; +label variable ER47680 "BC7 WTR OUT LAB FORC APR" ; +label variable ER47681 "BC7 WTR OUT LAB FORC MAY" ; +label variable ER47682 "BC7 WTR OUT LAB FORC JUN" ; +label variable ER47683 "BC7 WTR OUT LAB FORC JUL" ; +label variable ER47684 "BC7 WTR OUT LAB FORC AUG" ; +label variable ER47685 "BC7 WTR OUT LAB FORC SEP" ; +label variable ER47686 "BC7 WTR OUT LAB FORC OCT" ; +label variable ER47687 "BC7 WTR OUT LAB FORC NOV" ; +label variable ER47688 "BC7 WTR OUT LAB FORC DEC" ; +label variable ER47689 "BC62 WTR EVER WORKED" ; +label variable ER47690 "BC63 MO LAST WORKED" ; +label variable ER47691 "BC63 YR LAST WORKED" ; +label variable ER47692 "BC64 WTR LOOKING FOR JOB" ; +label variable ER47693 "BC65 WTR PUBLIC EMP AGENCY (HD)" ; +label variable ER47694 "BC65 WTR PRIVATE EMP AGENCY (HD)" ; +label variable ER47695 "BC65 WTR CHKD W/CURRENT EMP (HD)" ; +label variable ER47696 "BC65 WTR CHKD W/OTHER EMP (HD)" ; +label variable ER47697 "BC65 WTR CHKD W/FRIEND OR REL (HD)" ; +label variable ER47698 "BC65 WTR PLACED OR ANSWERED ADS (HD)" ; +label variable ER47699 "BC65 WTR OTHER ACTIVITY (HD)" ; +label variable ER47700 "BC65 WTR DONE NOTHING (HD)" ; +label variable ER47701 "BC67 YRS LOOK WRK (H-U)" ; +label variable ER47702 "BC67 MOS LOOK WRK (H-U)" ; +label variable ER47703 "BC67 WKS LOOK WRK (H-U)" ; +label variable ER47704 "DE1 CKPT: WTR WIFE IN FU" ; +label variable ER47705 "DE1 EMPLOYMENT STATUS-1ST MENTION" ; +label variable ER47706 "DE1 EMPLOYMENT STATUS-2ND MENTION" ; +label variable ER47707 "DE1 EMPLOYMENT STATUS-3RD MENTION" ; +label variable ER47708 "DE2 YEAR RETIRED (WF-R)" ; +label variable ER47709 "DE3 WTR WORK FOR MONEY" ; +label variable ER47710 "DE3A WTR WORKD SINCE JAN 1 OF PRIOR YEAR" ; +label variable ER47711 "DE14A_B WEEKS EMPLOYED LAST YEAR" ; +label variable ER47712 "ACCURACY OF WIFE WKS EMPLOYED LAST YEAR" ; +label variable ER47713 "DE14BB AVERAGE HOURS WORKED LAST YEAR" ; +label variable ER47714 "ACCURACY OF WIFE HOURS WORKED LAST YEAR" ; +label variable ER47715 "DE14B3 WTR ADDITIONAL OT HOURS LAST YEAR" ; +label variable ER47716 "DE14B4 AVERAGE OVERTIME HOURS LAST YEAR" ; +label variable ER47717 "DE14B4 AVERAGE OVERTIME HOURS PER WHAT" ; +label variable ER47718 "ACCURACY OF WIFE OT HOURS WRKD LAST YR" ; +label variable ER47719 "DE16-17 MAIN JOB INDICATOR" ; +label variable ER47720 "DE6 BEGINNING MONTH--JOB 1" ; +label variable ER47721 "DE6 BEGINNING YEAR--JOB 1" ; +label variable ER47722 "DE6 ENDING MONTH--JOB 1" ; +label variable ER47723 "DE6 ENDING YEAR--JOB 1" ; +label variable ER47724 "DE6 WTR EMPLOYED--JOB 1 JAN" ; +label variable ER47725 "DE6 WTR EMPLOYED--JOB 1 FEB" ; +label variable ER47726 "DE6 WTR EMPLOYED--JOB 1 MAR" ; +label variable ER47727 "DE6 WTR EMPLOYED--JOB 1 APR" ; +label variable ER47728 "DE6 WTR EMPLOYED--JOB 1 MAY" ; +label variable ER47729 "DE6 WTR EMPLOYED--JOB 1 JUN" ; +label variable ER47730 "DE6 WTR EMPLOYED--JOB 1 JUL" ; +label variable ER47731 "DE6 WTR EMPLOYED--JOB 1 AUG" ; +label variable ER47732 "DE6 WTR EMPLOYED--JOB 1 SEP" ; +label variable ER47733 "DE6 WTR EMPLOYED--JOB 1 OCT" ; +label variable ER47734 "DE6 WTR EMPLOYED--JOB 1 NOV" ; +label variable ER47735 "DE6 WTR EMPLOYED--JOB 1 DEC" ; +label variable ER47736 "DE20 MAIN OCC FOR JOB 1: 2000 CODE (WF)" ; +label variable ER47737 "DE21 MAIN IND FOR JOB 1: 2000 CODE (WF)" ; +label variable ER47738 "DE21B AVERAGE COMMUTE TIME (WF)" ; +label variable ER47739 "DE22 WORK SELF/OTR?--JOB 1" ; +label variable ER47740 "DE23 CORP/UNCORP BUS--JOB 1" ; +label variable ER47741 "DE24 WORK FOR GOVT?--JOB 1" ; +label variable ER47742 "DE25A NUMBER EMPLOYED AT WORK LOCATION" ; +label variable ER47743 "DE25B WTR 200 OR MORE" ; +label variable ER47744 "DE25C WTR 100 OR MORE" ; +label variable ER47745 "DE25D WTR 50 OR MORE" ; +label variable ER47746 "DE25E WTR 500 OR MORE" ; +label variable ER47747 "DE25F WTR 1000 OR MORE" ; +label variable ER47748 "DE26 JOB NOW UNION? (W-E)" ; +label variable ER47749 "DE27 BELONG UNION? (WF-E)" ; +label variable ER47750 "DE28A WTR JOB REQUIRES COMPUTER USE" ; +label variable ER47751 "DE29 SLRY/HRLY/OTR (W-E)" ; +label variable ER47752 "DE30 SALARY AMOUNT" ; +label variable ER47753 "DE30 SALARY PER WHAT" ; +label variable ER47754 "DE31 WTR SAL PD OT (WF-E)" ; +label variable ER47755 "DE32 HOW PAID FOR OT" ; +label variable ER47756 "DE32A EXACT OT PAY IF SALARIED" ; +label variable ER47757 "DE32A EXACT OT PAY PER" ; +label variable ER47758 "DE33 HOURLY REGULAR RATE" ; +label variable ER47759 "DE34 OT DIFFERENTIAL 1ST" ; +label variable ER47760 "DE34 OT DIFFERENTIAL 2ND" ; +label variable ER47761 "DE34 OT DIFFERENTIAL 3RD" ; +label variable ER47762 "DE34A EXACT OT PAY IF HOURLY" ; +label variable ER47763 "DE34A EXACT OT PAY PER" ; +label variable ER47764 "DE36 AVG TIPS/COMM" ; +label variable ER47765 "DE36 TIPS/COMM PER WHAT" ; +label variable ER47766 "DE37 AVG TIPS/COMM" ; +label variable ER47767 "DE37 TIPS/COMM PER WHAT" ; +label variable ER47768 "DE38 HOW PAID-OTR (WF-E)" ; +label variable ER47769 "DE39 OT RATE" ; +label variable ER47770 "DE41 YRS PRES EMP (W-E)" ; +label variable ER47771 "DE41 MOS PRES EMP (W-E)" ; +label variable ER47772 "DE41 WKS PRES EMP (W-E)" ; +label variable ER47773 "DE43 HOURS/WEEK WORKED--JOB 1" ; +label variable ER47774 "ACCURACY OF HR/WK WORKED--WF JOB 1" ; +label variable ER47775 "DE44 WTR WORKED OT--JOB 1" ; +label variable ER47776 "DE45 AMT OF OT WORKED--JOB 1" ; +label variable ER47777 "DE45 OT TIME UNIT--JOB 1" ; +label variable ER47778 "ACCURACY OF OT--WF JOB 1" ; +label variable ER47779 "DE46 AMOUNT EARNED LAST YEAR--JOB 1" ; +label variable ER47780 "DE46 PER FOR AMT EARNED LAST YR--JOB 1" ; +label variable ER47781 "DE51 WHY LAST JOB END (WF-U)" ; +label variable ER47782 "DE6 BEGINNING MONTH--JOB 2" ; +label variable ER47783 "DE6 BEGINNING YEAR--JOB 2" ; +label variable ER47784 "DE6 ENDING MONTH--JOB 2" ; +label variable ER47785 "DE6 ENDING YEAR--JOB 2" ; +label variable ER47786 "DE6 WTR EMPLOYED--JOB 2 JAN" ; +label variable ER47787 "DE6 WTR EMPLOYED--JOB 2 FEB" ; +label variable ER47788 "DE6 WTR EMPLOYED--JOB 2 MAR" ; +label variable ER47789 "DE6 WTR EMPLOYED--JOB 2 APR" ; +label variable ER47790 "DE6 WTR EMPLOYED--JOB 2 MAY" ; +label variable ER47791 "DE6 WTR EMPLOYED--JOB 2 JUN" ; +label variable ER47792 "DE6 WTR EMPLOYED--JOB 2 JUL" ; +label variable ER47793 "DE6 WTR EMPLOYED--JOB 2 AUG" ; +label variable ER47794 "DE6 WTR EMPLOYED--JOB 2 SEP" ; +label variable ER47795 "DE6 WTR EMPLOYED--JOB 2 OCT" ; +label variable ER47796 "DE6 WTR EMPLOYED--JOB 2 NOV" ; +label variable ER47797 "DE6 WTR EMPLOYED--JOB 2 DEC" ; +label variable ER47798 "DE20 MAIN OCC FOR JOB 2: 2000 CODE (WF)" ; +label variable ER47799 "DE21 MAIN IND FOR JOB 2: 2000 CODE (WF)" ; +label variable ER47800 "DE22 WORK SELF/OTR?--JOB 2" ; +label variable ER47801 "DE23 CORP/UNCORP BUS--JOB 2" ; +label variable ER47802 "DE24 WORK FOR GOVT?--JOB 2" ; +label variable ER47803 "DE43 HOURS/WEEK WORKED--JOB 2" ; +label variable ER47804 "ACCURACY OF HR/WK WORKED--WF JOB 2" ; +label variable ER47805 "DE44 WTR WORKED OT--JOB 2" ; +label variable ER47806 "DE45 AMT OF OT WORKED--JOB 2" ; +label variable ER47807 "DE45 OT TIME UNIT--JOB 2" ; +label variable ER47808 "ACCURACY OF OT--WF JOB 2" ; +label variable ER47809 "DE46 AMOUNT EARNED LAST YEAR--JOB 2" ; +label variable ER47810 "DE46 PER FOR AMT EARNED LAST YR--JOB 2" ; +label variable ER47811 "DE51 WHY JOB ENDED--JOB 2" ; +label variable ER47812 "DE6 BEGINNING MONTH--JOB 3" ; +label variable ER47813 "DE6 BEGINNING YEAR--JOB 3" ; +label variable ER47814 "DE6 ENDING MONTH--JOB 3" ; +label variable ER47815 "DE6 ENDING YEAR--JOB 3" ; +label variable ER47816 "DE6 WTR EMPLOYED--JOB 3 JAN" ; +label variable ER47817 "DE6 WTR EMPLOYED--JOB 3 FEB" ; +label variable ER47818 "DE6 WTR EMPLOYED--JOB 3 MAR" ; +label variable ER47819 "DE6 WTR EMPLOYED--JOB 3 APR" ; +label variable ER47820 "DE6 WTR EMPLOYED--JOB 3 MAY" ; +label variable ER47821 "DE6 WTR EMPLOYED--JOB 3 JUN" ; +label variable ER47822 "DE6 WTR EMPLOYED--JOB 3 JUL" ; +label variable ER47823 "DE6 WTR EMPLOYED--JOB 3 AUG" ; +label variable ER47824 "DE6 WTR EMPLOYED--JOB 3 SEP" ; +label variable ER47825 "DE6 WTR EMPLOYED--JOB 3 OCT" ; +label variable ER47826 "DE6 WTR EMPLOYED--JOB 3 NOV" ; +label variable ER47827 "DE6 WTR EMPLOYED--JOB 3 DEC" ; +label variable ER47828 "DE20 MAIN OCC FOR JOB 3: 2000 CODE (WF)" ; +label variable ER47829 "DE21 MAIN IND FOR JOB 3: 2000 CODE (WF)" ; +label variable ER47830 "DE22 WORK SELF/OTR?--JOB 3" ; +label variable ER47831 "DE23 CORP/UNCORP BUS--JOB 3" ; +label variable ER47832 "DE24 WORK FOR GOVT?--JOB 3" ; +label variable ER47833 "DE43 HOURS/WEEK WORKED--JOB 3" ; +label variable ER47834 "ACCURACY OF HR/WK WORKED--WF JOB 3" ; +label variable ER47835 "DE44 WTR WORKED OT--JOB 3" ; +label variable ER47836 "DE45 AMT OF OT WORKED--JOB 3" ; +label variable ER47837 "DE45 OT TIME UNIT--JOB 3" ; +label variable ER47838 "ACCURACY OF OT--WF JOB 3" ; +label variable ER47839 "DE46 AMOUNT EARNED LAST YEAR--JOB 3" ; +label variable ER47840 "DE46 PER FOR AMT EARNED LAST YR--JOB 3" ; +label variable ER47841 "DE51 WHY JOB ENDED--JOB 3" ; +label variable ER47842 "DE6 BEGINNING MONTH--JOB 4" ; +label variable ER47843 "DE6 BEGINNING YEAR--JOB 4" ; +label variable ER47844 "DE6 ENDING MONTH--JOB 4" ; +label variable ER47845 "DE6 ENDING YEAR--JOB 4" ; +label variable ER47846 "DE6 WTR EMPLOYED--JOB 4 JAN" ; +label variable ER47847 "DE6 WTR EMPLOYED--JOB 4 FEB" ; +label variable ER47848 "DE6 WTR EMPLOYED--JOB 4 MAR" ; +label variable ER47849 "DE6 WTR EMPLOYED--JOB 4 APR" ; +label variable ER47850 "DE6 WTR EMPLOYED--JOB 4 MAY" ; +label variable ER47851 "DE6 WTR EMPLOYED--JOB 4 JUN" ; +label variable ER47852 "DE6 WTR EMPLOYED--JOB 4 JUL" ; +label variable ER47853 "DE6 WTR EMPLOYED--JOB 4 AUG" ; +label variable ER47854 "DE6 WTR EMPLOYED--JOB 4 SEP" ; +label variable ER47855 "DE6 WTR EMPLOYED--JOB 4 OCT" ; +label variable ER47856 "DE6 WTR EMPLOYED--JOB 4 NOV" ; +label variable ER47857 "DE6 WTR EMPLOYED--JOB 4 DEC" ; +label variable ER47858 "DE20 MAIN OCC FOR JOB 4: 2000 CODE (WF)" ; +label variable ER47859 "DE21 MAIN IND FOR JOB 4: 2000 CODE (WF)" ; +label variable ER47860 "DE22 WORK SELF/OTR?--JOB 4" ; +label variable ER47861 "DE23 CORP/UNCORP BUS--JOB 4" ; +label variable ER47862 "DE24 WORK FOR GOVT?--JOB 4" ; +label variable ER47863 "DE43 HOURS/WEEK WORKED--JOB 4" ; +label variable ER47864 "ACCURACY OF HR/WK WORKED--WF JOB 4" ; +label variable ER47865 "DE44 WTR WORKED OT--JOB 4" ; +label variable ER47866 "DE45 AMT OF OT WORKED--JOB 4" ; +label variable ER47867 "DE45 OT TIME UNIT--JOB 4" ; +label variable ER47868 "ACCURACY OF OT--WF JOB 4" ; +label variable ER47869 "DE46 AMOUNT EARNED LAST YEAR--JOB 4" ; +label variable ER47870 "DE46 PER FOR AMT EARNED LAST YR--JOB 4" ; +label variable ER47871 "DE51 WHY JOB ENDED--JOB 4" ; +label variable ER47872 "NUMBER OF ADDITIONAL JOBS--WF" ; +label variable ER47873 "DE10 WTR OTRS ILL (WF)" ; +label variable ER47874 "DE10 DAYS OTHERS SICK" ; +label variable ER47875 "ACCURACY OF DAYS OTRS SICK (WF)" ; +label variable ER47876 "DE10 WEEKS OTHERS SICK" ; +label variable ER47877 "ACCURACY OF WEEKS OTRS SICK (WF)" ; +label variable ER47878 "DE10 MONTHS OTHERS SICK" ; +label variable ER47879 "ACCURACY OF MONTHS OTRS SICK (WF)" ; +label variable ER47880 "DE11 WTR SELF ILL (WF)" ; +label variable ER47881 "DE11 DAYS SELF SICK" ; +label variable ER47882 "ACCURACY OF DAYS SELF ILL (WF)" ; +label variable ER47883 "DE11 WEEKS SELF SICK" ; +label variable ER47884 "ACCURACY OF WEEKS SELF ILL (WF)" ; +label variable ER47885 "DE11 MONTHS SELF SICK" ; +label variable ER47886 "ACCURACY OF MONTHS SELF ILL (WF)" ; +label variable ER47887 "DE12 WTR VACATION (WF)" ; +label variable ER47888 "DE12 DAYS VACATION" ; +label variable ER47889 "ACCURACY OF DAYS VACATION (WF)" ; +label variable ER47890 "DE12 WEEKS VACATION" ; +label variable ER47891 "ACCURACY OF WEEKS VACATION (WF)" ; +label variable ER47892 "DE12 MONTHS VACATION" ; +label variable ER47893 "ACCURACY OF MONTHS VACATION (WF)" ; +label variable ER47894 "DE13 WTR STRIKE (WF)" ; +label variable ER47895 "DE13 DAYS STRIKE" ; +label variable ER47896 "ACCURACY OF STRIKE DAYS (WF)" ; +label variable ER47897 "DE13 WEEKS STRIKE" ; +label variable ER47898 "ACCURACY OF STRIKE WEEKS (WF)" ; +label variable ER47899 "DE13 MONTHS STRIKE" ; +label variable ER47900 "ACCURACY OF STRIKE MONTHS (WF)" ; +label variable ER47901 "DE14 WTR LAID OFF (WF)" ; +label variable ER47902 "DE14 DAYS LAID OFF" ; +label variable ER47903 "ACCURACY OF DAYS LAID OFF (WF)" ; +label variable ER47904 "DE14 WEEKS LAID OFF" ; +label variable ER47905 "ACCURACY OF WEEKS LAID OFF (WF)" ; +label variable ER47906 "DE14 MONTHS LAID OFF" ; +label variable ER47907 "ACCURACY OF MONTHS LAID OFF (WF)" ; +label variable ER47908 "DE8 WTR UNEMPLOYED(WF)" ; +label variable ER47909 "DE8 DAYS UNEMPLOYED" ; +label variable ER47910 "ACCURACY OF DAYS UNEMPLOYED (WF)" ; +label variable ER47911 "DE8 WEEKS UNEMPLOYED" ; +label variable ER47912 "ACCURACY OF WEEKS UNEMPLOYED (WF)" ; +label variable ER47913 "DE8 MONTHS UNEMPLOYED" ; +label variable ER47914 "ACCURACY OF MONTHS UNEMPLOYED (WF)" ; +label variable ER47915 "DE8 WTR UNEMPLOYED JAN" ; +label variable ER47916 "DE8 WTR UNEMPLOYED FEB" ; +label variable ER47917 "DE8 WTR UNEMPLOYED MAR" ; +label variable ER47918 "DE8 WTR UNEMPLOYED APR" ; +label variable ER47919 "DE8 WTR UNEMPLOYED MAY" ; +label variable ER47920 "DE8 WTR UNEMPLOYED JUN" ; +label variable ER47921 "DE8 WTR UNEMPLOYED JUL" ; +label variable ER47922 "DE8 WTR UNEMPLOYED AUG" ; +label variable ER47923 "DE8 WTR UNEMPLOYED SEP" ; +label variable ER47924 "DE8 WTR UNEMPLOYED OCT" ; +label variable ER47925 "DE8 WTR UNEMPLOYED NOV" ; +label variable ER47926 "DE8 WTR UNEMPLOYED DEC" ; +label variable ER47927 "DE7 WTR OUT LAB FRC(W)" ; +label variable ER47928 "DE7 DAYS OUT OF LAB FORCE" ; +label variable ER47929 "ACCURACY OF DAYS OUT OF LAB FORCE (WF)" ; +label variable ER47930 "DE7WEEKS OUT LABOR FORCE" ; +label variable ER47931 "ACCURACY OF WKS OUT OF LAB FORCE (WF)" ; +label variable ER47932 "DE7 MONTHS OUT LABR FORCE" ; +label variable ER47933 "ACCURACY OF MOS OUT OF LAB FORCE (WF)" ; +label variable ER47934 "DE7 WTR OUT LAB FORC JAN" ; +label variable ER47935 "DE7 WTR OUT LAB FORC FEB" ; +label variable ER47936 "DE7 WTR OUT LAB FORC MAR" ; +label variable ER47937 "DE7 WTR OUT LAB FORC APR" ; +label variable ER47938 "DE7 WTR OUT LAB FORC MAY" ; +label variable ER47939 "DE7 WTR OUT LAB FORC JUN" ; +label variable ER47940 "DE7 WTR OUT LAB FORC JUL" ; +label variable ER47941 "DE7 WTR OUT LAB FORC AUG" ; +label variable ER47942 "DE7 WTR OUT LAB FORC SEP" ; +label variable ER47943 "DE7 WTR OUT LAB FORC OCT" ; +label variable ER47944 "DE7 WTR OUT LAB FORC NOV" ; +label variable ER47945 "DE7 WTR OUT LAB FORC DEC" ; +label variable ER47946 "DE62 WTR EVER WORKED" ; +label variable ER47947 "DE63 MO LAST WORKED" ; +label variable ER47948 "DE63 YR LAST WORKED" ; +label variable ER47949 "DE64 WTR LOOKING FOR JOB" ; +label variable ER47950 "DE65 WTR PUBLIC EMP AGENCY (WF)" ; +label variable ER47951 "DE65 WTR PRIVATE EMP AGENCY (WF)" ; +label variable ER47952 "DE65 WTR CHKD W/CURRENT EMP (WF)" ; +label variable ER47953 "DE65 WTR CHKD W/OTHER EMP (WF)" ; +label variable ER47954 "DE65 WTR CHKD W/FRIEND OR REL (WF)" ; +label variable ER47955 "DE65 WTR PLACED OR ANSWERED ADS (WF)" ; +label variable ER47956 "DE65 WTR OTHER ACTIVITY (WF)" ; +label variable ER47957 "DE65 WTR DONE NOTHING (WF)" ; +label variable ER47958 "DE67 YRS LOOK WRK (W-U)" ; +label variable ER47959 "DE67 MOS LOOK WRK (W-U)" ; +label variable ER47960 "DE67 WKS LOOK WRK (W-U)" ; +label variable ER47961 "F1 CKPT:TYPE HD+WF" ; +label variable ER47962 "F2 HOUSEWORK HRS-WIFE" ; +label variable ER47963 "ACCURACY OF WF HOUSEWORK HRS" ; +label variable ER47964 "F3 HOUSEWORK HOURS-HEAD" ; +label variable ER47965 "ACCURACY OF HD HOUSEWORK HRS" ; +label variable ER47966 "F5 FAM TOGETHR MAIN MEAL" ; +label variable ER47967 "F6 CKPT: WTR CHILD 5-18 IN FU LAST YEAR" ; +label variable ER47968 "F6A WTR CH REC FREE/LOW LUNCH LAST YR" ; +label variable ER47969 "F6B WTR CH REC FREE/LOW BKFST LAST YR" ; +label variable ER47970 "F6D COST CHILD CARE LAST YEAR" ; +label variable ER47971 "F6D CHILD CARE COST PER" ; +label variable ER47972 "F6D2 WTR PAID FOR CHILD CARE JAN LAST YR" ; +label variable ER47973 "F6D2 WTR PAID FOR CHILD CARE FEB LAST YR" ; +label variable ER47974 "F6D2 WTR PAID FOR CHILD CARE MAR LAST YR" ; +label variable ER47975 "F6D2 WTR PAID FOR CHILD CARE APR LAST YR" ; +label variable ER47976 "F6D2 WTR PAID FOR CHILD CARE MAY LAST YR" ; +label variable ER47977 "F6D2 WTR PAID FOR CHILD CARE JUN LAST YR" ; +label variable ER47978 "F6D2 WTR PAID FOR CHILD CARE JUL LAST YR" ; +label variable ER47979 "F6D2 WTR PAID FOR CHILD CARE AUG LAST YR" ; +label variable ER47980 "F6D2 WTR PAID FOR CHILD CARE SEP LAST YR" ; +label variable ER47981 "F6D2 WTR PAID FOR CHILD CARE OCT LAST YR" ; +label variable ER47982 "F6D2 WTR PAID FOR CHILD CARE NOV LAST YR" ; +label variable ER47983 "F6D2 WTR PAID FOR CHILD CARE DEC LAST YR" ; +label variable ER47984 "F6E WTR CHILD IN DAY CARE CNTR LAST YR" ; +label variable ER47985 "F6F WTR MEALS/SNACKS PROVIDED TO CHILD" ; +label variable ER47986 "F6G WTR DAY CARE IN CHILD/ADULT FOOD PGM" ; +label variable ER47987 "F6H FU FEMALE 15-45/CHILD <5 LAST YR" ; +label variable ER47988 "F6I WTR RECD FOOD THROUGH WIC PROGRAM" ; +label variable ER47989 "F7B WTR FU MEMBER 60+ LAST YR" ; +label variable ER47990 "F7C WTR RECD FREE/REDUCD MEALS LAST YR" ; +label variable ER47991 "F8 WTR USED FOOD STAMPS 2 YRS AGO" ; +label variable ER47992 "F9 VALUE OF FOOD STAMPS 2 YRS AGO" ; +label variable ER47993 "F9 TIME UNIT-VALUE FOOD STAMPS 2 YRS AGO" ; +label variable ER47994 "ACCURACY OF FOOD STAMPS 2 YEARS AGO" ; +label variable ER47995 "F10 WTR RECVD FOOD STAMPS JAN 2 YRS AGO" ; +label variable ER47996 "F10 WTR RECVD FOOD STAMPS FEB 2 YRS AGO" ; +label variable ER47997 "F10 WTR RECVD FOOD STAMPS MAR 2 YRS AGO" ; +label variable ER47998 "F10 WTR RECVD FOOD STAMPS APR 2 YRS AGO" ; +label variable ER47999 "F10 WTR RECVD FOOD STAMPS MAY 2 YRS AGO" ; +label variable ER48000 "F10 WTR RECVD FOOD STAMPS JUN 2 YRS AGO" ; +label variable ER48001 "F10 WTR RECVD FOOD STAMPS JUL 2 YRS AGO" ; +label variable ER48002 "F10 WTR RECVD FOOD STAMPS AUG 2 YRS AGO" ; +label variable ER48003 "F10 WTR RECVD FOOD STAMPS SEP 2 YRS AGO" ; +label variable ER48004 "F10 WTR RECVD FOOD STAMPS OCT 2 YRS AGO" ; +label variable ER48005 "F10 WTR RECVD FOOD STAMPS NOV 2 YRS AGO" ; +label variable ER48006 "F10 WTR RECVD FOOD STAMPS DEC 2 YRS AGO" ; +label variable ER48007 "F11 WTR RECEIVED FOOD STAMPS LAST YEAR" ; +label variable ER48008 "F12 VALUE OF FOOD STAMPS LAST YEAR" ; +label variable ER48009 "F12 TIME UNIT-VALUE FOOD STAMPS LAST YR" ; +label variable ER48010 "ACCURACY OF FOOD STAMPS LAST YEAR" ; +label variable ER48011 "F13 WTR RECVD FOOD STAMPS JAN LAST YEAR" ; +label variable ER48012 "F13 WTR RECVD FOOD STAMPS FEB LAST YEAR" ; +label variable ER48013 "F13 WTR RECVD FOOD STAMPS MAR LAST YEAR" ; +label variable ER48014 "F13 WTR RECVD FOOD STAMPS APR LAST YEAR" ; +label variable ER48015 "F13 WTR RECVD FOOD STAMPS MAY LAST YEAR" ; +label variable ER48016 "F13 WTR RECVD FOOD STAMPS JUN LAST YEAR" ; +label variable ER48017 "F13 WTR RECVD FOOD STAMPS JUL LAST YEAR" ; +label variable ER48018 "F13 WTR RECVD FOOD STAMPS AUG LAST YEAR" ; +label variable ER48019 "F13 WTR RECVD FOOD STAMPS SEP LAST YEAR" ; +label variable ER48020 "F13 WTR RECVD FOOD STAMPS OCT LAST YEAR" ; +label variable ER48021 "F13 WTR RECVD FOOD STAMPS NOV LAST YEAR" ; +label variable ER48022 "F13 WTR RECVD FOOD STAMPS DEC LAST YEAR" ; +label variable ER48023 "F14 WTR RECEIVED FOOD STAMPS LAST MONTH" ; +label variable ER48024 "F15 # FU MEMBERS RECEIVED FOOD STAMPS" ; +label variable ER48025 "F16 VALUE OF FOOD STAMPS RECD LAST MONTH" ; +label variable ER48026 "ACCURACY OF FOOD STAMPS LAST MONTH" ; +label variable ER48027 "F17 WTR BUY FOOD TO USE AT HOME" ; +label variable ER48028 "F18 REPORTED COST OF FOOD AT HOME" ; +label variable ER48029 "F18 COST OF FOOD AT HOME PER" ; +label variable ER48030 "ACCURACY OF FOOD AT HOME-RECD FD STAMPS" ; +label variable ER48031 "F19 WTR FOOD DELIVERED TO HOME" ; +label variable ER48032 "F20 COST OF DELIVERED FOOD" ; +label variable ER48033 "F20 COST OF DELIVERED FOOD PER" ; +label variable ER48034 "ACCURACY OF DELIVERD FOOD-RECD FD STAMPS" ; +label variable ER48035 "F21 COST OF FOOD EATEN OUT" ; +label variable ER48036 "F21 COST OF FOOD EATEN OUT PER" ; +label variable ER48037 "ACCURACY OF FOOD EATN OUT-RECD FD STAMPS" ; +label variable ER48038 "F22 REPORTED COST OF FOOD AT HOME" ; +label variable ER48039 "F22 COST OF FOOD AT HOME PER" ; +label variable ER48040 "ACCURACY OF FOOD AT HOME-NO FD STAMPS" ; +label variable ER48041 "F23 WTR FOOD DELIVERED TO HOME" ; +label variable ER48042 "F24 COST OF DELIVERED FOOD" ; +label variable ER48043 "F24 COST OF DELIVERED FOOD PER" ; +label variable ER48044 "ACCURACY OF DELIVERED FOOD-NO FD STAMPS" ; +label variable ER48045 "F25 COST OF FOOD EATEN OUT" ; +label variable ER48046 "F25 COST OF FOOD EATEN OUT PER" ; +label variable ER48047 "ACCURACY OF FOOD EATEN OUT-NO FD STAMPS" ; +label variable ER48048 "F47 WTR HAVE VEHICLE" ; +label variable ER48049 "F48 NUMBER OF VEHICLES" ; +label variable ER48050 "F49 MANUFACTURER CODE #1" ; +label variable ER48051 "F49 VEHICLE MAKE CODE #1" ; +label variable ER48052 "F49 VEHICLE MODEL YEAR #1" ; +label variable ER48053 "F49 VEHICLE TYPE CODE #1" ; +label variable ER48054 "F49B1 HYBRID INDICATOR IF MODEL KNOWN #1" ; +label variable ER48055 "F49B2 WTR HYBRID IF MODEL UNKNOWN #1" ; +label variable ER48056 "F53 HOW ACQUIRED #1" ; +label variable ER48057 "F54 WTR NEW OR USED #1" ; +label variable ER48058 "F55 YR ACQUIRED #1" ; +label variable ER48059 "F57 WTR USED FOR BUSINESS #1" ; +label variable ER48060 "F58 WTR USED MOSTLY FOR BUSINESS #1" ; +label variable ER48061 "F60 WTR OWN/LEASE >3 YR OLD VEHICLE #1" ; +label variable ER48062 "F61 TOTAL PRICE #1" ; +label variable ER48063 "F64 CASH DOWNPMT AMT #1" ; +label variable ER48064 "F65 WTR GOT LOAN #1" ; +label variable ER48065 "F66 LOAN AMOUNT #1" ; +label variable ER48066 "F67 LOAN PAYMENT AMT #1" ; +label variable ER48067 "F67 LOAN PMT AMT PER #1" ; +label variable ER48068 "F69 LOAN TOTAL # PMTS #1" ; +label variable ER48069 "F70 LOAN # PMTS MADE #1" ; +label variable ER48070 "F71 LEASE INITIAL OUTLAY #1" ; +label variable ER48071 "F72 LEASE PMT AMOUNT #1" ; +label variable ER48072 "F72 LEASE AMOUNT PER #1" ; +label variable ER48073 "F73 LEASE TOTAL # PMTS #1" ; +label variable ER48074 "F74 LEASE # PMTS MADE #1" ; +label variable ER48075 "F49 MANUFACTURER CODE #2" ; +label variable ER48076 "F49 VEHICLE MAKE CODE #2" ; +label variable ER48077 "F49 VEHICLE MODEL YEAR #2" ; +label variable ER48078 "F49 VEHICLE TYPE CODE #2" ; +label variable ER48079 "F49B1 HYBRID INDICATOR IF MODEL KNOWN #2" ; +label variable ER48080 "F49B2 WTR HYBRID IF MODEL UNKNOWN #2" ; +label variable ER48081 "F53 HOW ACQUIRED #2" ; +label variable ER48082 "F54 WTR NEW OR USED #2" ; +label variable ER48083 "F55 YR ACQUIRED #2" ; +label variable ER48084 "F57 WTR USED FOR BUSINESS #2" ; +label variable ER48085 "F58 WTR MOSTLY FOR BUSINESS #2" ; +label variable ER48086 "F60 CKPT: WTR OWN >3 YR OLD VEHICLE #2" ; +label variable ER48087 "F61 TOTAL PRICE #2" ; +label variable ER48088 "F64 CASH DOWNPMT AMT #2" ; +label variable ER48089 "F65 WTR GOT LOAN #2" ; +label variable ER48090 "F66 LOAN AMOUNT #2" ; +label variable ER48091 "F67 LOAN PAYMENT AMT #2" ; +label variable ER48092 "F67 LOAN PMT AMT PER #2" ; +label variable ER48093 "F69 LOAN TOT # PMTS #2" ; +label variable ER48094 "F70 LOAN # PMTS MADE #2" ; +label variable ER48095 "F71 LEASE INITIAL OUTLAY #2" ; +label variable ER48096 "F72 LEASE PMT AMOUNT #2" ; +label variable ER48097 "F72 LEASE AMOUNT PER #2" ; +label variable ER48098 "F73 LEASE TOTAL # PMTS #2" ; +label variable ER48099 "F74 LEASE # PMTS MADE #2" ; +label variable ER48100 "F49 MANUFACTURER CODE #3" ; +label variable ER48101 "F49 VEHICLE MAKE CODE #3" ; +label variable ER48102 "F49 VEHICLE MODEL YEAR #3" ; +label variable ER48103 "F49 VEHICLE TYPE CODE #3" ; +label variable ER48104 "F49B1 HYBRID INDICATOR IF MODEL KNOWN #3" ; +label variable ER48105 "F49B2 WTR HYBRID IF MODEL UNKNOWN #3" ; +label variable ER48106 "F53 HOW ACQUIRED #3" ; +label variable ER48107 "F54 WTR NEW OR USED #3" ; +label variable ER48108 "F55 YR ACQUIRED #3" ; +label variable ER48109 "F57 WTR USED FOR BUSINESS #3" ; +label variable ER48110 "F58 WTR MOSTLY FOR BUSINESS #3" ; +label variable ER48111 "F60 CKPT: WTR OWN >3 YR OLD VEHICLE #3" ; +label variable ER48112 "F61 TOTAL PRICE #3" ; +label variable ER48113 "F64 CASH DOWNPMT AMT #3" ; +label variable ER48114 "F65 WTR GOT LOAN #3" ; +label variable ER48115 "F66 LOAN AMOUNT #3" ; +label variable ER48116 "F67 LOAN PAYMENT AMT #3" ; +label variable ER48117 "F67 LOAN PMT AMT PER #3" ; +label variable ER48118 "F69 LOAN TOTAL # PMTS #3" ; +label variable ER48119 "F70 LOAN # PMTS MADE #3" ; +label variable ER48120 "F71 LEASE INITIAL OUTLAY #3" ; +label variable ER48121 "F72 LEASE PMT AMOUNT #3" ; +label variable ER48122 "F72 LEASE AMOUNT PER #3" ; +label variable ER48123 "F73 LEASE TOTAL # PMTS #3" ; +label variable ER48124 "F74 LEASE # PMTS MADE #3" ; +label variable ER48125 "F77 CAR INSURANCE EXPENSE" ; +label variable ER48126 "F77 CAR INSURANCE PER" ; +label variable ER48127 "F78CKPT WTR OTR VEHICLES" ; +label variable ER48128 "F79 ADDL CAR/LEASE PMTS" ; +label variable ER48129 "F80A CAR REPAIR EXPENSES" ; +label variable ER48130 "F80B GASOLINE EXPENSES" ; +label variable ER48131 "F80C PARKING EXPENSES" ; +label variable ER48132 "F81A BUS/TRAIN FARES" ; +label variable ER48133 "F81B CAB FARE EXPENSES" ; +label variable ER48134 "F81C OTR TRANSP EXPENSES" ; +label variable ER48135 "F82 WTR SCHOOL EXPENSES" ; +label variable ER48136 "F83 TOTAL SCHOOL EXPENSES" ; +label variable ER48137 "F84 WTR OTR SCHOOL EXPENSES" ; +label variable ER48138 "F86 TOTAL OTR SCHOOL EXPENSES" ; +label variable ER48139 "F87 COST OF HOME REPAIRS LAST YEAR" ; +label variable ER48140 "F87 TIME UNIT FOR HOME REPAIRS" ; +label variable ER48141 "F87A WTR $400 OR MORE" ; +label variable ER48142 "F87B WTR $1000 OR MORE" ; +label variable ER48143 "F87C WTR $100 OR MORE" ; +label variable ER48144 "F88 COST OF HHOLD FURNISHINGS LAST YEAR" ; +label variable ER48145 "F88 TIME UNIT FOR HHOLD FURNISHINGS" ; +label variable ER48146 "F88A WTR $500 OR MORE" ; +label variable ER48147 "F88B WTR $1500 OR MORE" ; +label variable ER48148 "F88C WTR $100 OR MORE" ; +label variable ER48149 "F89 COST OF CLOTHING LAST YEAR" ; +label variable ER48150 "F89 TIME UNIT FOR CLOTHING" ; +label variable ER48151 "F89A WTR $700 OR MORE" ; +label variable ER48152 "F89B WTR$1500 OR MORE" ; +label variable ER48153 "F89C WTR $200 OR MORE" ; +label variable ER48154 "F90 COST OF TRIPS, VACATIONS LAST YEAR" ; +label variable ER48155 "F90 TIME UNIT FOR TRIPS, VACATIONS" ; +label variable ER48156 "F90A WTR $500 OR MORE" ; +label variable ER48157 "F90B WTR $1500 OR MORE" ; +label variable ER48158 "F90C WTR $200 OR MORE" ; +label variable ER48159 "F91 COST OF OTR RECREATION LAST YEAR" ; +label variable ER48160 "F91 TIME UNIT FOR OTR RECREATON" ; +label variable ER48161 "F91A WTR $500 OR MORE" ; +label variable ER48162 "F91B WTR $1500 OR MORE" ; +label variable ER48163 "F91C WTR $200 OR MORE" ; +label variable ER48164 "G1A WHETHER HEAD FARMER" ; +label variable ER48165 "G2 TOTAL FARM RECEIPTS" ; +label variable ER48166 "G3 PYR FARM EXPENSES" ; +label variable ER48167 "G4 PYR NET FARM INCOME" ; +label variable ER48168 "ACCURACY OF FARM INCOME" ; +label variable ER48169 "G5 WHETHER BUSINESS" ; +label variable ER48170 "G7A 2-DIGIT INDUSTRY-BUS 1" ; +label variable ER48171 "G8 HEAD OWN BUSINESS 1?" ; +label variable ER48172 "G8 WIFE OWN BUSINESS 1?" ; +label variable ER48173 "G8 OTR RELATIVE OWN BUS1?" ; +label variable ER48174 "G8 OTHER PERSON OWN BUS1?" ; +label variable ER48175 "HEAD WORK IN BUSINESS 1" ; +label variable ER48176 "HEAD REPORT HRS BUSNS 1" ; +label variable ER48177 "WIFE WORK IN BUSINESS 1" ; +label variable ER48178 "WIFE REPORT HRS BUSNS 1" ; +label variable ER48179 "G10 CORP/UNINCORP BUS1" ; +label variable ER48180 "G11 GROSS RECEIPTS BUS1" ; +label variable ER48181 "G11A EXPENSES BUS 1" ; +label variable ER48182 "G11B PROFIT/LOSS BUS 1" ; +label variable ER48183 "ACCURACY OF BUSINESS1 PROFIT/LOSS" ; +label variable ER48184 "G7A 2-DIGIT INDUSTRY-BUS 2" ; +label variable ER48185 "G8 HEAD OWN BUSINESS 2?" ; +label variable ER48186 "G8 WIFE OWN BUSINESS 2?" ; +label variable ER48187 "G8 OTR RELATIVE OWN BUS2?" ; +label variable ER48188 "G8 OTHER PERSON OWN BUS2?" ; +label variable ER48189 "HEAD WORK IN BUSINESS 2" ; +label variable ER48190 "HEAD REPORT HRS BUSNS 2" ; +label variable ER48191 "WIFE WORK IN BUSINESS 2" ; +label variable ER48192 "WIFE REPORT HRS BUSNS 2" ; +label variable ER48193 "G10 CORP/UNINCORP BUS2" ; +label variable ER48194 "G11 GROSS RECEIPTS BUS 2" ; +label variable ER48195 "G11A EXPENSES BUS 2" ; +label variable ER48196 "G11B PROFIT/LOSS BUS 2" ; +label variable ER48197 "ACCURACY OF BUSINESS2 PROFIT/LOSS" ; +label variable ER48198 "G7A 2-DIGIT INDUSTRY-BUS 3" ; +label variable ER48199 "G8 HEAD OWN BUSINESS 3?" ; +label variable ER48200 "G8 WIFE OWN BUSINESS 3?" ; +label variable ER48201 "G8 OTR RELATIVE OWN BUS3?" ; +label variable ER48202 "G8 OTHER PERSON OWN BUS3?" ; +label variable ER48203 "HEAD WORK IN BUSINESS 3" ; +label variable ER48204 "HEAD REPORT HRS BUSNS 3" ; +label variable ER48205 "WIFE WORK IN BUSINESS 3" ; +label variable ER48206 "WIFE REPORT HRS BUSNS 3" ; +label variable ER48207 "G10 CORP/UNINCORP BUS3" ; +label variable ER48208 "G11 GROSS RECEIPTS BUS 3" ; +label variable ER48209 "G11A EXPENSES BUS 3" ; +label variable ER48210 "G11B PROFIT/LOSS BUS 3" ; +label variable ER48211 "ACCURACY OF BUSINESS3 PROFIT/LOSS" ; +label variable ER48212 "G7A 2-DIGIT INDUSTRY-BUS 4" ; +label variable ER48213 "G8 HEAD OWN BUSINESS 4?" ; +label variable ER48214 "G8 WIFE OWN BUSINESS 4?" ; +label variable ER48215 "G8 OTR RELATIVE OWN BUS4?" ; +label variable ER48216 "G8 OTHER PERSON OWN BUS4?" ; +label variable ER48217 "HEAD WORK IN BUSINESS 4" ; +label variable ER48218 "HEAD REPORT HRS BUSNS 4" ; +label variable ER48219 "WIFE WORK IN BUSINESS 4" ; +label variable ER48220 "WIFE REPORT HRS BUSNS 4" ; +label variable ER48221 "G10 CORP/UNINCORP BUS4" ; +label variable ER48222 "G11 GROSS RECEIPTS BUS 4" ; +label variable ER48223 "G11A EXPENSES BUS 4" ; +label variable ER48224 "G11B PROFIT/LOSS BUS 4" ; +label variable ER48225 "ACCURACY OF BUSINESS4 PROFIT/LOSS" ; +label variable ER48226 "G7A 2-DIGIT INDUSTRY-BUS 5" ; +label variable ER48227 "G8 HEAD OWN BUSINESS 5?" ; +label variable ER48228 "G8 WIFE OWN BUSINESS 5?" ; +label variable ER48229 "G8 OTR RELATIVE OWN BUS5?" ; +label variable ER48230 "G8 OTHER PERSON OWN BUS5?" ; +label variable ER48231 "HEAD WORK IN BUSINESS 5" ; +label variable ER48232 "HEAD REPORT HRS BUSNS 5" ; +label variable ER48233 "WIFE WORK IN BUSINESS 5" ; +label variable ER48234 "WIFE REPORT HRS BUSNS 5" ; +label variable ER48235 "G10 CORP/UNINCORP BUS5" ; +label variable ER48236 "G11 GROSS RECEIPTS BUS 5" ; +label variable ER48237 "G11A EXPENSES BUS 5" ; +label variable ER48238 "G11B PROFIT/LOSS BUS 5" ; +label variable ER48239 "ACCURACY OF BUSINESS5 PROFIT/LOSS" ; +label variable ER48240 "G12 HEAD HAVE WAGES" ; +label variable ER48241 "G13 WAGES/SALARY OF HEAD" ; +label variable ER48242 "ACCURACY OF WAGES/SALARY-HEAD" ; +label variable ER48243 "G14/16 HD BONUS/OT/COMM" ; +label variable ER48244 "HEAD HAVE BONUS" ; +label variable ER48245 "AMT HEAD BONUS" ; +label variable ER48246 "ACCURACY OF BONUS-HEAD" ; +label variable ER48247 "HEAD HAVE OVERTIME" ; +label variable ER48248 "AMT HEAD OVERTIME" ; +label variable ER48249 "ACCURACY OF OVERTIME-HEAD" ; +label variable ER48250 "HEAD HAVE TIPS" ; +label variable ER48251 "AMT HEAD TIPS" ; +label variable ER48252 "ACCURACY OF TIPS-HEAD" ; +label variable ER48253 "HEAD HAVE COMMISSION" ; +label variable ER48254 "AMT HEAD COMMISSION" ; +label variable ER48255 "ACCURACY OF COMMISSION-HEAD" ; +label variable ER48256 "WTR OTHER LABOR Y-HEAD" ; +label variable ER48257 "AMT OTHER LABOR Y-HEAD" ; +label variable ER48258 "ACCURACY OF OTHER LABOR Y-HEAD" ; +label variable ER48259 "WTR WORK HRS FOR WAGES ETC" ; +label variable ER48260 "G18A WTR HEAD PROF PRACT" ; +label variable ER48261 "AMT PROF PRACTICE OF HD" ; +label variable ER48262 "AMT PROF PRACTICE PER" ; +label variable ER48263 "ACCURACY OF PROF PRACTICE-HEAD" ; +label variable ER48264 "PROF/TRADE INCOME H JAN" ; +label variable ER48265 "PROF/TRADE INCOME H FEB" ; +label variable ER48266 "PROF/TRADE INCOME H MAR" ; +label variable ER48267 "PROF/TRADE INCOME H APR" ; +label variable ER48268 "PROF/TRADE INCOME H MAY" ; +label variable ER48269 "PROF/TRADE INCOME H JUN" ; +label variable ER48270 "PROF/TRADE INCOME H JUL" ; +label variable ER48271 "PROF/TRADE INCOME H AUG" ; +label variable ER48272 "PROF/TRADE INCOME H SEP" ; +label variable ER48273 "PROF/TRADE INCOME H OCT" ; +label variable ER48274 "PROF/TRADE INCOME H NOV" ; +label variable ER48275 "PROF/TRADE INCOME H DEC" ; +label variable ER48276 "G21A WTR WORK HRS FOR PROF PRAC" ; +label variable ER48277 "G18B WTR HEAD MKT GDNING" ; +label variable ER48278 "AMT MKT GARDENING OF HD" ; +label variable ER48279 "AMT MKT GARDENING PER" ; +label variable ER48280 "ACCURACY OF MKT GARDENING-HEAD" ; +label variable ER48281 "GARDEN/FARM INCOME H JAN" ; +label variable ER48282 "GARDEN/FARM INCOME H FEB" ; +label variable ER48283 "GARDEN/FARM INCOME H MAR" ; +label variable ER48284 "GARDEN/FARM INCOME H APR" ; +label variable ER48285 "GARDEN/FARM INCOME H MAY" ; +label variable ER48286 "GARDEN/FARM INCOME H JUN" ; +label variable ER48287 "GARDEN/FARM INCOME H JUL" ; +label variable ER48288 "GARDEN/FARM INCOME H AUG" ; +label variable ER48289 "GARDEN/FARM INCOME H SEP" ; +label variable ER48290 "GARDEN/FARM INCOME H OCT" ; +label variable ER48291 "GARDEN/FARM INCOME H NOV" ; +label variable ER48292 "GARDEN/FARM INCOME H DEC" ; +label variable ER48293 "G21B WTR WORK HRS FOR MKT GRDNG" ; +label variable ER48294 "G18C WTR HEAD ROOMERS" ; +label variable ER48295 "AMT ROOMERS/BOARDERS HD" ; +label variable ER48296 "AMT ROOMERS/BOARDERS PER" ; +label variable ER48297 "ACCURACY OF ROOMERS/BOARDERS-HEAD" ; +label variable ER48298 "ROOM/BORD INCOME H JAN" ; +label variable ER48299 "ROOM/BORD INCOME H FEB" ; +label variable ER48300 "ROOM/BORD INCOME H MAR" ; +label variable ER48301 "ROOM/BORD INCOME H APR" ; +label variable ER48302 "ROOM/BORD INCOME H MAY" ; +label variable ER48303 "ROOM/BORD INCOME H JUN" ; +label variable ER48304 "ROOM/BORD INCOME H JUL" ; +label variable ER48305 "ROOM/BORD INCOME H AUG" ; +label variable ER48306 "ROOM/BORD INCOME H SEP" ; +label variable ER48307 "ROOM/BORD INCOME H OCT" ; +label variable ER48308 "ROOM/BORD INCOME H NOV" ; +label variable ER48309 "ROOM/BORD INCOME H DEC" ; +label variable ER48310 "G21C WTR WORK HRS FOR ROOMERS" ; +label variable ER48311 "G23 WTR INCL EARNINGS XTRA JOB" ; +label variable ER48312 "AMT FROM XTRA JOBS" ; +label variable ER48313 "ACCURACY OF XTRA JOB INCOME-HEAD" ; +label variable ER48314 "G25A WHETHER RENT HEAD" ; +label variable ER48315 "RENT OF HEAD" ; +label variable ER48316 "RENT OF HEAD PER" ; +label variable ER48317 "ACCURACY OF RENT-HEAD" ; +label variable ER48318 "G26A2 WTR RENT JOINT WITH WIFE" ; +label variable ER48319 "RENT INCOME HEAD JAN" ; +label variable ER48320 "RENT INCOME HEAD FEB" ; +label variable ER48321 "RENT INCOME HEAD MAR" ; +label variable ER48322 "RENT INCOME HEAD APR" ; +label variable ER48323 "RENT INCOME HEAD MAY" ; +label variable ER48324 "RENT INCOME HEAD JUN" ; +label variable ER48325 "RENT INCOME HEAD JUL" ; +label variable ER48326 "RENT INCOME HEAD AUG" ; +label variable ER48327 "RENT INCOME HEAD SEP" ; +label variable ER48328 "RENT INCOME HEAD OCT" ; +label variable ER48329 "RENT INCOME HEAD NOV" ; +label variable ER48330 "RENT INCOME HEAD DEC" ; +label variable ER48331 "G25B WHETHER DIVIDENDS HEAD" ; +label variable ER48332 "DIVIDENDS OF HEAD" ; +label variable ER48333 "DIVIDENDS OF HEAD PER" ; +label variable ER48334 "ACCURACY OF DIVIDENDS-HEAD" ; +label variable ER48335 "G26B2 WTR DIVIDENDS JOINT WITH WIFE" ; +label variable ER48336 "DIVIDEND INCOME HEAD JAN" ; +label variable ER48337 "DIVIDEND INCOME HEAD FEB" ; +label variable ER48338 "DIVIDEND INCOME HEAD MAR" ; +label variable ER48339 "DIVIDEND INCOME HEAD APR" ; +label variable ER48340 "DIVIDEND INCOME HEAD MAY" ; +label variable ER48341 "DIVIDEND INCOME HEAD JUN" ; +label variable ER48342 "DIVIDEND INCOME HEAD JUL" ; +label variable ER48343 "DIVIDEND INCOME HEAD AUG" ; +label variable ER48344 "DIVIDEND INCOME HEAD SEP" ; +label variable ER48345 "DIVIDEND INCOME HEAD OCT" ; +label variable ER48346 "DIVIDEND INCOME HEAD NOV" ; +label variable ER48347 "DIVIDEND INCOME HEAD DEC" ; +label variable ER48348 "G25C WHETHER INTEREST HEAD" ; +label variable ER48349 "INTEREST OF HEAD" ; +label variable ER48350 "INTEREST OF HEAD PER" ; +label variable ER48351 "ACCURACY OF INTEREST-HEAD" ; +label variable ER48352 "G26C2 WTR INTEREST JOINT WITH WIFE" ; +label variable ER48353 "INTEREST INCOME HEAD JAN" ; +label variable ER48354 "INTEREST INCOME HEAD FEB" ; +label variable ER48355 "INTEREST INCOME HEAD MAR" ; +label variable ER48356 "INTEREST INCOME HEAD APR" ; +label variable ER48357 "INTEREST INCOME HEAD MAY" ; +label variable ER48358 "INTEREST INCOME HEAD JUN" ; +label variable ER48359 "INTEREST INCOME HEAD JUL" ; +label variable ER48360 "INTEREST INCOME HEAD AUG" ; +label variable ER48361 "INTEREST INCOME HEAD SEP" ; +label variable ER48362 "INTEREST INCOME HEAD OCT" ; +label variable ER48363 "INTEREST INCOME HEAD NOV" ; +label variable ER48364 "INTEREST INCOME HEAD DEC" ; +label variable ER48365 "WHETHER TRUST FUND HEAD" ; +label variable ER48366 "G25D TRUST FUND OF HEAD" ; +label variable ER48367 "TRUST FUND OF HEAD PER" ; +label variable ER48368 "ACCURACY OF TRUST FUND-HEAD" ; +label variable ER48369 "TRUST/ROYAL INCOME H JAN" ; +label variable ER48370 "TRUST/ROYAL INCOME H FEB" ; +label variable ER48371 "TRUST/ROYAL INCOME H MAR" ; +label variable ER48372 "TRUST/ROYAL INCOME H APR" ; +label variable ER48373 "TRUST/ROYAL INCOME H MAY" ; +label variable ER48374 "TRUST/ROYAL INCOME H JUN" ; +label variable ER48375 "TRUST/ROYAL INCOME H JUL" ; +label variable ER48376 "TRUST/ROYAL INCOME H AUG" ; +label variable ER48377 "TRUST/ROYAL INCOME H SEP" ; +label variable ER48378 "TRUST/ROYAL INCOME H OCT" ; +label variable ER48379 "TRUST/ROYAL INCOME H NOV" ; +label variable ER48380 "TRUST/ROYAL INCOME H DEC" ; +label variable ER48381 "G25E WHETHER ADC/TANF HEAD" ; +label variable ER48382 "ADC/TANF OF HEAD" ; +label variable ER48383 "ADC/TANF OF HEAD PER" ; +label variable ER48384 "ACCURACY OF ADC/TANF-HEAD" ; +label variable ER48385 "ADC/TANF INCOME HEAD JAN" ; +label variable ER48386 "ADC/TANF INCOME HEAD FEB" ; +label variable ER48387 "ADC/TANF INCOME HEAD MAR" ; +label variable ER48388 "ADC/TANF INCOME HEAD APR" ; +label variable ER48389 "ADC/TANF INCOME HEAD MAY" ; +label variable ER48390 "ADC/TANF INCOME HEAD JUN" ; +label variable ER48391 "ADC/TANF INCOME HEAD JUL" ; +label variable ER48392 "ADC/TANF INCOME HEAD AUG" ; +label variable ER48393 "ADC/TANF INCOME HEAD SEP" ; +label variable ER48394 "ADC/TANF INCOME HEAD OCT" ; +label variable ER48395 "ADC/TANF INCOME HEAD NOV" ; +label variable ER48396 "ADC/TANF INCOME HEAD DEC" ; +label variable ER48397 "G25F WHETHER SSI HEAD" ; +label variable ER48398 "HEAD SSI SELF/ELSE/BOTH" ; +label variable ER48399 "SSI OF HEAD" ; +label variable ER48400 "SSI OF HEAD PER" ; +label variable ER48401 "ACCURACY OF SSI-HEAD" ; +label variable ER48402 "SSI INCOME HEAD JAN" ; +label variable ER48403 "SSI INCOME HEAD FEB" ; +label variable ER48404 "SSI INCOME HEAD MAR" ; +label variable ER48405 "SSI INCOME HEAD APR" ; +label variable ER48406 "SSI INCOME HEAD MAY" ; +label variable ER48407 "SSI INCOME HEAD JUN" ; +label variable ER48408 "SSI INCOME HEAD JUL" ; +label variable ER48409 "SSI INCOME HEAD AUG" ; +label variable ER48410 "SSI INCOME HEAD SEP" ; +label variable ER48411 "SSI INCOME HEAD OCT" ; +label variable ER48412 "SSI INCOME HEAD NOV" ; +label variable ER48413 "SSI INCOME HEAD DEC" ; +label variable ER48414 "G25G WHETHER OTHER WELFARE HD" ; +label variable ER48415 "OTHER WELFARE OF HEAD" ; +label variable ER48416 "OTHER WELFARE OF HD PER" ; +label variable ER48417 "ACCURACY OF OTR WELFARE-HEAD" ; +label variable ER48418 "OTR WELFARE INCOME H JAN" ; +label variable ER48419 "OTR WELFARE INCOME H FEB" ; +label variable ER48420 "OTR WELFARE INCOME H MAR" ; +label variable ER48421 "OTR WELFARE INCOME H APR" ; +label variable ER48422 "OTR WELFARE INCOME H MAY" ; +label variable ER48423 "OTR WELFARE INCOME H JUN" ; +label variable ER48424 "OTR WELFARE INCOME H JUL" ; +label variable ER48425 "OTR WELFARE INCOME H AUG" ; +label variable ER48426 "OTR WELFARE INCOME H SEP" ; +label variable ER48427 "OTR WELFARE INCOME H OCT" ; +label variable ER48428 "OTR WELFARE INCOME H NOV" ; +label variable ER48429 "OTR WELFARE INCOME H DEC" ; +label variable ER48430 "G31 ANY FU MEMB GET SOCSEC" ; +label variable ER48431 "G37A WTR VA PENSION SVCMEN TYPE HD" ; +label variable ER48432 "G37A WTR VA PENSION DISABILITY TYPE HD" ; +label variable ER48433 "G37A WTR VA PENSION GI BILL TYPE HD" ; +label variable ER48434 "G37A WTR VA PENSION OTHER TYPE HD" ; +label variable ER48435 "VA PENSION OF HEAD AMT" ; +label variable ER48436 "VA PENSION OF HEAD PER" ; +label variable ER48437 "ACCURACY OF VA PENSION-HEAD" ; +label variable ER48438 "VA INCOME HEAD JAN" ; +label variable ER48439 "VA INCOME HEAD FEB" ; +label variable ER48440 "VA INCOME HEAD MAR" ; +label variable ER48441 "VA INCOME HEAD APR" ; +label variable ER48442 "VA INCOME HEAD MAY" ; +label variable ER48443 "VA INCOME HEAD JUN" ; +label variable ER48444 "VA INCOME HEAD JUL" ; +label variable ER48445 "VA INCOME HEAD AUG" ; +label variable ER48446 "VA INCOME HEAD SEP" ; +label variable ER48447 "VA INCOME HEAD OCT" ; +label variable ER48448 "VA INCOME HEAD NOV" ; +label variable ER48449 "VA INCOME HEAD DEC" ; +label variable ER48450 "G40A WTR NONVA RETIREMT-HEAD" ; +label variable ER48451 "NONVA RETIREMENT-HEAD" ; +label variable ER48452 "NONVA RETIREMENT PER-HD" ; +label variable ER48453 "ACCURACY OF NONVA RETIREMENT-HEAD" ; +label variable ER48454 "RETIREMENT INCOME H JAN" ; +label variable ER48455 "RETIREMENT INCOME H FEB" ; +label variable ER48456 "RETIREMENT INCOME H MAR" ; +label variable ER48457 "RETIREMENT INCOME H APR" ; +label variable ER48458 "RETIREMENT INCOME H MAY" ; +label variable ER48459 "RETIREMENT INCOME H JUN" ; +label variable ER48460 "RETIREMENT INCOME H JUL" ; +label variable ER48461 "RETIREMENT INCOME H AUG" ; +label variable ER48462 "RETIREMENT INCOME H SEP" ; +label variable ER48463 "RETIREMENT INCOME H OCT" ; +label variable ER48464 "RETIREMENT INCOME H NOV" ; +label variable ER48465 "RETIREMENT INCOME H DEC" ; +label variable ER48466 "G40B WHETHER HEAD ANNUITIES" ; +label variable ER48467 "ANNUITIES OF HEAD" ; +label variable ER48468 "ANNUITIES OF HEAD PER" ; +label variable ER48469 "ACCURACY OF ANNUITIES-HEAD" ; +label variable ER48470 "ANNUITIES INCOME JAN" ; +label variable ER48471 "ANNUITIES INCOME FEB" ; +label variable ER48472 "ANNUITIES INCOME MAR" ; +label variable ER48473 "ANNUITIES INCOME APR" ; +label variable ER48474 "ANNUITIES INCOME MAY" ; +label variable ER48475 "ANNUITIES INCOME JUN" ; +label variable ER48476 "ANNUITIES INCOME JUL" ; +label variable ER48477 "ANNUITIES INCOME AUG" ; +label variable ER48478 "ANNUITIES INCOME SEP" ; +label variable ER48479 "ANNUITIES INCOME OCT" ; +label variable ER48480 "ANNUITIES INCOME NOV" ; +label variable ER48481 "ANNUITIES INCOME DEC" ; +label variable ER48482 "G40C WHETHER HEAD OTR PENSION" ; +label variable ER48483 "OTHER PENSION OF HEAD" ; +label variable ER48484 "OTHER PENSION OF HD PER" ; +label variable ER48485 "ACCURACY OF OTR PENSION-HEAD" ; +label variable ER48486 "OTR PENSION HEAD JAN" ; +label variable ER48487 "OTR PENSION HEAD FEB" ; +label variable ER48488 "OTR PENSION HEAD MAR" ; +label variable ER48489 "OTR PENSION HEAD APR" ; +label variable ER48490 "OTR PENSION HEAD MAY" ; +label variable ER48491 "OTR PENSION HEAD JUN" ; +label variable ER48492 "OTR PENSION HEAD JUL" ; +label variable ER48493 "OTR PENSION HEAD AUG" ; +label variable ER48494 "OTR PENSION HEAD SEP" ; +label variable ER48495 "OTR PENSION HEAD OCT" ; +label variable ER48496 "OTR PENSION HEAD NOV" ; +label variable ER48497 "OTR PENSION HEAD DEC" ; +label variable ER48498 "G43 NUM OF HEAD NON VA PENSN" ; +label variable ER48499 "G44A WTR UNEMPL COMP OF HEAD" ; +label variable ER48500 "AMT UNEMPL COMP OF HEAD" ; +label variable ER48501 "AMT UNEMPL COMP HD PER" ; +label variable ER48502 "ACCURACY OF UNEMPL COMP-HEAD" ; +label variable ER48503 "UNEMPLOY INCOME HEAD JAN" ; +label variable ER48504 "UNEMPLOY INCOME HEAD FEB" ; +label variable ER48505 "UNEMPLOY INCOME HEAD MAR" ; +label variable ER48506 "UNEMPLOY INCOME HEAD APR" ; +label variable ER48507 "UNEMPLOY INCOME HEAD MAY" ; +label variable ER48508 "UNEMPLOY INCOME HEAD JUN" ; +label variable ER48509 "UNEMPLOY INCOME HEAD JUL" ; +label variable ER48510 "UNEMPLOY INCOME HEAD AUG" ; +label variable ER48511 "UNEMPLOY INCOME HEAD SEP" ; +label variable ER48512 "UNEMPLOY INCOME HEAD OCT" ; +label variable ER48513 "UNEMPLOY INCOME HEAD NOV" ; +label variable ER48514 "UNEMPLOY INCOME HEAD DEC" ; +label variable ER48515 "G44B WTR WORKMEN COMP OF HEAD" ; +label variable ER48516 "AMT WORKMEN COMP OF HEAD" ; +label variable ER48517 "AMT WORKMEN COMP HD PER" ; +label variable ER48518 "ACCURACY OF WORKMEN COMP-HEAD" ; +label variable ER48519 "WORKER COMP INCOME H JAN" ; +label variable ER48520 "WORKER COMP INCOME H FEB" ; +label variable ER48521 "WORKER COMP INCOME H MAR" ; +label variable ER48522 "WORKER COMP INCOME H APR" ; +label variable ER48523 "WORKER COMP INCOME H MAY" ; +label variable ER48524 "WORKER COMP INCOME H JUN" ; +label variable ER48525 "WORKER COMP INCOME H JUL" ; +label variable ER48526 "WORKER COMP INCOME H AUG" ; +label variable ER48527 "WORKER COMP INCOME H SEP" ; +label variable ER48528 "WORKER COMP INCOME H OCT" ; +label variable ER48529 "WORKER COMP INCOME H NOV" ; +label variable ER48530 "WORKER COMP INCOME H DEC" ; +label variable ER48531 "G44C WTR CHILD SUPPORT OF HD" ; +label variable ER48532 "AMT CHILD SUPPORT OF HD" ; +label variable ER48533 "AMT CHILD SUPPORT HD PER" ; +label variable ER48534 "ACCURACY OF CHILD SUPPORT-HEAD" ; +label variable ER48535 "CHILD SUPPORT INC H JAN" ; +label variable ER48536 "CHILD SUPPORT INC H FEB" ; +label variable ER48537 "CHILD SUPPORT INC H MAR" ; +label variable ER48538 "CHILD SUPPORT INC H APR" ; +label variable ER48539 "CHILD SUPPORT INC H MAY" ; +label variable ER48540 "CHILD SUPPORT INC H JUN" ; +label variable ER48541 "CHILD SUPPORT INC H JUL" ; +label variable ER48542 "CHILD SUPPORT INC H AUG" ; +label variable ER48543 "CHILD SUPPORT INC H SEP" ; +label variable ER48544 "CHILD SUPPORT INC H OCT" ; +label variable ER48545 "CHILD SUPPORT INC H NOV" ; +label variable ER48546 "CHILD SUPPORT INC H DEC" ; +label variable ER48547 "G44D WTR ALIMONY OF HEAD" ; +label variable ER48548 "AMT ALIMONY OF HEAD" ; +label variable ER48549 "AMT ALIMONY OF HEAD PER" ; +label variable ER48550 "ACCURACY OF ALIMONY-HEAD" ; +label variable ER48551 "ALIMONY INCOME HEAD JAN" ; +label variable ER48552 "ALIMONY INCOME HEAD FEB" ; +label variable ER48553 "ALIMONY INCOME HEAD MAR" ; +label variable ER48554 "ALIMONY INCOME HEAD APR" ; +label variable ER48555 "ALIMONY INCOME HEAD MAY" ; +label variable ER48556 "ALIMONY INCOME HEAD JUN" ; +label variable ER48557 "ALIMONY INCOME HEAD JUL" ; +label variable ER48558 "ALIMONY INCOME HEAD AUG" ; +label variable ER48559 "ALIMONY INCOME HEAD SEP" ; +label variable ER48560 "ALIMONY INCOME HEAD OCT" ; +label variable ER48561 "ALIMONY INCOME HEAD NOV" ; +label variable ER48562 "ALIMONY INCOME HEAD DEC" ; +label variable ER48563 "G44E WTR HELP FRM RELATIV HEAD" ; +label variable ER48564 "AMT HELP FRM RELATIV HD" ; +label variable ER48565 "AMT HELP FRM RELATIV PER" ; +label variable ER48566 "ACCURACY OF HELP FRM RELATIV-HEAD" ; +label variable ER48567 "HELP FROM RELATIVE H JAN" ; +label variable ER48568 "HELP FROM RELATIVE H FEB" ; +label variable ER48569 "HELP FROM RELATIVE H MAR" ; +label variable ER48570 "HELP FROM RELATIVE H APR" ; +label variable ER48571 "HELP FROM RELATIVE H MAY" ; +label variable ER48572 "HELP FROM RELATIVE H JUN" ; +label variable ER48573 "HELP FROM RELATIVE H JUL" ; +label variable ER48574 "HELP FROM RELATIVE H AUG" ; +label variable ER48575 "HELP FROM RELATIVE H SEP" ; +label variable ER48576 "HELP FROM RELATIVE H OCT" ; +label variable ER48577 "HELP FROM RELATIVE H NOV" ; +label variable ER48578 "HELP FROM RELATIVE H DEC" ; +label variable ER48579 "G44F WTR HELP FRM OTHERS HEAD" ; +label variable ER48580 "AMT HELP FRM OTHERS HD" ; +label variable ER48581 "AMT HELP FRM OTHERS PER" ; +label variable ER48582 "ACCURACY OF HELP FRM OTHERS-HEAD" ; +label variable ER48583 "HELP FROM OTHERS H JAN" ; +label variable ER48584 "HELP FROM OTHERS H FEB" ; +label variable ER48585 "HELP FROM OTHERS H MAR" ; +label variable ER48586 "HELP FROM OTHERS H APR" ; +label variable ER48587 "HELP FROM OTHERS H MAY" ; +label variable ER48588 "HELP FROM OTHERS H JUN" ; +label variable ER48589 "HELP FROM OTHERS H JUL" ; +label variable ER48590 "HELP FROM OTHERS H AUG" ; +label variable ER48591 "HELP FROM OTHERS H SEP" ; +label variable ER48592 "HELP FROM OTHERS H OCT" ; +label variable ER48593 "HELP FROM OTHERS H NOV" ; +label variable ER48594 "HELP FROM OTHERS H DEC" ; +label variable ER48595 "G44G WTR ANYTHING ELSE OF HD" ; +label variable ER48596 "AMT ANYTHING ELSE OF HD" ; +label variable ER48597 "AMT ANYTHING ELSE PER" ; +label variable ER48598 "ACCURACY OF ANYTHING ELSE-HEAD" ; +label variable ER48599 "ANY OTHER INCOME H JAN" ; +label variable ER48600 "ANY OTHER INCOME H FEB" ; +label variable ER48601 "ANY OTHER INCOME H MAR" ; +label variable ER48602 "ANY OTHER INCOME H APR" ; +label variable ER48603 "ANY OTHER INCOME H MAY" ; +label variable ER48604 "ANY OTHER INCOME H JUN" ; +label variable ER48605 "ANY OTHER INCOME H JUL" ; +label variable ER48606 "ANY OTHER INCOME H AUG" ; +label variable ER48607 "ANY OTHER INCOME H SEP" ; +label variable ER48608 "ANY OTHER INCOME H OCT" ; +label variable ER48609 "ANY OTHER INCOME H NOV" ; +label variable ER48610 "ANY OTHER INCOME H DEC" ; +label variable ER48611 "G49 WTR WIFE IN FU NOW" ; +label variable ER48612 "G50 WHETHER WIFE HAD INCOME" ; +label variable ER48613 "G51A WHETHER WIFE LABOR INC" ; +label variable ER48614 "G51B WHETHER WFE INC FRM WORK" ; +label variable ER48615 "WAGES/SALARY OF WIFE" ; +label variable ER48616 "ACCURACY OF WAGES/SALARY-WIFE" ; +label variable ER48617 "G52B WTR WORK HOURS FOR WIFE" ; +label variable ER48618 "G53 WHETHER UNEMPLOYMENT WFE" ; +label variable ER48619 "UNEMPLOYMNT COMP OF WIFE" ; +label variable ER48620 "UNEMPLOYMNT COMP WFE PER" ; +label variable ER48621 "ACCURACY OF UNEMPLOYMENT COMP-WIFE" ; +label variable ER48622 "UNEMPLOY INCOME WIFE JAN" ; +label variable ER48623 "UNEMPLOY INCOME WIFE FEB" ; +label variable ER48624 "UNEMPLOY INCOME WIFE MAR" ; +label variable ER48625 "UNEMPLOY INCOME WIFE APR" ; +label variable ER48626 "UNEMPLOY INCOME WIFE MAY" ; +label variable ER48627 "UNEMPLOY INCOME WIFE JUN" ; +label variable ER48628 "UNEMPLOY INCOME WIFE JUL" ; +label variable ER48629 "UNEMPLOY INCOME WIFE AUG" ; +label variable ER48630 "UNEMPLOY INCOME WIFE SEP" ; +label variable ER48631 "UNEMPLOY INCOME WIFE OCT" ; +label variable ER48632 "UNEMPLOY INCOME WIFE NOV" ; +label variable ER48633 "UNEMPLOY INCOME WIFE DEC" ; +label variable ER48634 "G56 WHETHER WORKERS COMP WFE" ; +label variable ER48635 "WORKERS COMP OF WIFE" ; +label variable ER48636 "WORKERS COMP OF WIFE PER" ; +label variable ER48637 "ACCURACY OF WORKERS COMP-WIFE" ; +label variable ER48638 "WORKER COMP INCOME W JAN" ; +label variable ER48639 "WORKER COMP INCOME W FEB" ; +label variable ER48640 "WORKER COMP INCOME W MAR" ; +label variable ER48641 "WORKER COMP INCOME W APR" ; +label variable ER48642 "WORKER COMP INCOME W MAY" ; +label variable ER48643 "WORKER COMP INCOME W JUN" ; +label variable ER48644 "WORKER COMP INCOME W JUL" ; +label variable ER48645 "WORKER COMP INCOME W AUG" ; +label variable ER48646 "WORKER COMP INCOME W SEP" ; +label variable ER48647 "WORKER COMP INCOME W OCT" ; +label variable ER48648 "WORKER COMP INCOME W NOV" ; +label variable ER48649 "WORKER COMP INCOME W DEC" ; +label variable ER48650 "G59A WHETHER WIFE RENT" ; +label variable ER48651 "RENT OF WIFE AMT" ; +label variable ER48652 "RENT OF WIFE PER" ; +label variable ER48653 "ACCURACY OF RENT-WIFE" ; +label variable ER48654 "G59A3 WTR RENT ADDITIONAL TO HEAD AMT" ; +label variable ER48655 "RENT INCOME WIFE JAN" ; +label variable ER48656 "RENT INCOME WIFE FEB" ; +label variable ER48657 "RENT INCOME WIFE MAR" ; +label variable ER48658 "RENT INCOME WIFE APR" ; +label variable ER48659 "RENT INCOME WIFE MAY" ; +label variable ER48660 "RENT INCOME WIFE JUN" ; +label variable ER48661 "RENT INCOME WIFE JUL" ; +label variable ER48662 "RENT INCOME WIFE AUG" ; +label variable ER48663 "RENT INCOME WIFE SEP" ; +label variable ER48664 "RENT INCOME WIFE OCT" ; +label variable ER48665 "RENT INCOME WIFE NOV" ; +label variable ER48666 "RENT INCOME WIFE DEC" ; +label variable ER48667 "G59B WHETHER WIFE DIVIDENDS" ; +label variable ER48668 "DIVIDENDS OF WIFE AMT" ; +label variable ER48669 "DIVIDENDS OF WIFE PER" ; +label variable ER48670 "ACCURACY OF DIVIDENDS-WIFE" ; +label variable ER48671 "G59B3 WTR DIVS ADDITIONAL TO HEAD AMT" ; +label variable ER48672 "DIVIDEND INCOME WIFE JAN" ; +label variable ER48673 "DIVIDEND INCOME WIFE FEB" ; +label variable ER48674 "DIVIDEND INCOME WIFE MAR" ; +label variable ER48675 "DIVIDEND INCOME WIFE APR" ; +label variable ER48676 "DIVIDEND INCOME WIFE MAY" ; +label variable ER48677 "DIVIDEND INCOME WIFE JUN" ; +label variable ER48678 "DIVIDEND INCOME WIFE JUL" ; +label variable ER48679 "DIVIDEND INCOME WIFE AUG" ; +label variable ER48680 "DIVIDEND INCOME WIFE SEP" ; +label variable ER48681 "DIVIDEND INCOME WIFE OCT" ; +label variable ER48682 "DIVIDEND INCOME WIFE NOV" ; +label variable ER48683 "DIVIDEND INCOME WIFE DEC" ; +label variable ER48684 "G59C WHETHER WIFE INTEREST" ; +label variable ER48685 "INTEREST OF WIFE AMT" ; +label variable ER48686 "INTEREST OF WIFE AMT PER" ; +label variable ER48687 "ACCURACY OF INTEREST-WIFE" ; +label variable ER48688 "G59C3 WTR INTEREST ADDITNL TO HEAD AMT" ; +label variable ER48689 "INTEREST INCOME WIFE JAN" ; +label variable ER48690 "INTEREST INCOME WIFE FEB" ; +label variable ER48691 "INTEREST INCOME WIFE MAR" ; +label variable ER48692 "INTEREST INCOME WIFE APR" ; +label variable ER48693 "INTEREST INCOME WIFE MAY" ; +label variable ER48694 "INTEREST INCOME WIFE JUN" ; +label variable ER48695 "INTEREST INCOME WIFE JUL" ; +label variable ER48696 "INTEREST INCOME WIFE AUG" ; +label variable ER48697 "INTEREST INCOME WIFE SEP" ; +label variable ER48698 "INTEREST INCOME WIFE OCT" ; +label variable ER48699 "INTEREST INCOME WIFE NOV" ; +label variable ER48700 "INTEREST INCOME WIFE DEC" ; +label variable ER48701 "G59D WHETHER WIFE TRUST FUND" ; +label variable ER48702 "TRUST FUND OF WIFE AMT" ; +label variable ER48703 "TRUST FUND OF WIFE PER" ; +label variable ER48704 "ACCURACY OF TRUST FUND-WIFE" ; +label variable ER48705 "TRUST INCOME WIFE JAN" ; +label variable ER48706 "TRUST INCOME WIFE FEB" ; +label variable ER48707 "TRUST INCOME WIFE MAR" ; +label variable ER48708 "TRUST INCOME WIFE APR" ; +label variable ER48709 "TRUST INCOME WIFE MAY" ; +label variable ER48710 "TRUST INCOME WIFE JUN" ; +label variable ER48711 "TRUST INCOME WIFE JUL" ; +label variable ER48712 "TRUST INCOME WIFE AUG" ; +label variable ER48713 "TRUST INCOME WIFE SEP" ; +label variable ER48714 "TRUST INCOME WIFE OCT" ; +label variable ER48715 "TRUST INCOME WIFE NOV" ; +label variable ER48716 "TRUST INCOME WIFE DEC" ; +label variable ER48717 "G60A WHETHER WIFE RECD SSI" ; +label variable ER48718 "G60A1 WIFE SSI SELF/ELSE/BOTH" ; +label variable ER48719 "SSI OF WIFE AMT" ; +label variable ER48720 "SSI OF WIFE AMT PER" ; +label variable ER48721 "ACCURACY OF SSI-WIFE" ; +label variable ER48722 "SSI INCOME WIFE JAN" ; +label variable ER48723 "SSI INCOME WIFE FEB" ; +label variable ER48724 "SSI INCOME WIFE MAR" ; +label variable ER48725 "SSI INCOME WIFE APR" ; +label variable ER48726 "SSI INCOME WIFE MAY" ; +label variable ER48727 "SSI INCOME WIFE JUN" ; +label variable ER48728 "SSI INCOME WIFE JUL" ; +label variable ER48729 "SSI INCOME WIFE AUG" ; +label variable ER48730 "SSI INCOME WIFE SEP" ; +label variable ER48731 "SSI INCOME WIFE OCT" ; +label variable ER48732 "SSI INCOME WIFE NOV" ; +label variable ER48733 "SSI INCOME WIFE DEC" ; +label variable ER48734 "G60B WTR WIFE RECD ADC/TANF" ; +label variable ER48735 "ADC/TANF OF WIFE AMT" ; +label variable ER48736 "ADC/TANF OF WIFE AMT PER" ; +label variable ER48737 "ACCURACY OF ADC/TANF-WIFE" ; +label variable ER48738 "ADC/TANF INCOME WIFE JAN" ; +label variable ER48739 "ADC/TANF INCOME WIFE FEB" ; +label variable ER48740 "ADC/TANF INCOME WIFE MAR" ; +label variable ER48741 "ADC/TANF INCOME WIFE APR" ; +label variable ER48742 "ADC/TANF INCOME WIFE MAY" ; +label variable ER48743 "ADC/TANF INCOME WIFE JUN" ; +label variable ER48744 "ADC/TANF INCOME WIFE JUL" ; +label variable ER48745 "ADC/TANF INCOME WIFE AUG" ; +label variable ER48746 "ADC/TANF INCOME WIFE SEP" ; +label variable ER48747 "ADC/TANF INCOME WIFE OCT" ; +label variable ER48748 "ADC/TANF INCOME WIFE NOV" ; +label variable ER48749 "ADC/TANF INCOME WIFE DEC" ; +label variable ER48750 "G60C WTR WF RECD CHILD SUPPRT" ; +label variable ER48751 "CHILD SUPPORT OF WF AMT" ; +label variable ER48752 "CHILD SUPPORT OF WF PER" ; +label variable ER48753 "ACCURACY OF CHILD SUPPORT-WIFE" ; +label variable ER48754 "CHILD SUPPORT INC W JAN" ; +label variable ER48755 "CHILD SUPPORT INC W FEB" ; +label variable ER48756 "CHILD SUPPORT INC W MAR" ; +label variable ER48757 "CHILD SUPPORT INC W APR" ; +label variable ER48758 "CHILD SUPPORT INC W MAY" ; +label variable ER48759 "CHILD SUPPORT INC W JUN" ; +label variable ER48760 "CHILD SUPPORT INC W JUL" ; +label variable ER48761 "CHILD SUPPORT INC W AUG" ; +label variable ER48762 "CHILD SUPPORT INC W SEP" ; +label variable ER48763 "CHILD SUPPORT INC W OCT" ; +label variable ER48764 "CHILD SUPPORT INC W NOV" ; +label variable ER48765 "CHILD SUPPORT INC W DEC" ; +label variable ER48766 "G60D WTR WF RECD OTR WELFARE" ; +label variable ER48767 "OTHER WELFARE OF WF AMT" ; +label variable ER48768 "OTHER WELFARE OF WF PER" ; +label variable ER48769 "ACCURACY OF OTHER WELFARE-WIFE" ; +label variable ER48770 "OTHER WELFARE INC W JAN" ; +label variable ER48771 "OTHER WELFARE INC W FEB" ; +label variable ER48772 "OTHER WELFARE INC W MAR" ; +label variable ER48773 "OTHER WELFARE INC W APR" ; +label variable ER48774 "OTHER WELFARE INC W MAY" ; +label variable ER48775 "OTHER WELFARE INC W JUN" ; +label variable ER48776 "OTHER WELFARE INC W JUL" ; +label variable ER48777 "OTHER WELFARE INC W AUG" ; +label variable ER48778 "OTHER WELFARE INC W SEP" ; +label variable ER48779 "OTHER WELFARE INC W OCT" ; +label variable ER48780 "OTHER WELFARE INC W NOV" ; +label variable ER48781 "OTHER WELFARE INC W DEC" ; +label variable ER48782 "G61 WTR WF RECD PENS/ANNUITY" ; +label variable ER48783 "PENSION/ANNUITY WF AMT" ; +label variable ER48784 "PENSION/ANNUITY WF PER" ; +label variable ER48785 "ACCURACY OF PENSION/ANNUITY-WIFE" ; +label variable ER48786 "PENSION/ANNUITY W JAN" ; +label variable ER48787 "PENSION/ANNUITY W FEB" ; +label variable ER48788 "PENSION/ANNUITY W MAR" ; +label variable ER48789 "PENSION/ANNUITY W APR" ; +label variable ER48790 "PENSION/ANNUITY W MAY" ; +label variable ER48791 "PENSION/ANNUITY W JUN" ; +label variable ER48792 "PENSION/ANNUITY W JUL" ; +label variable ER48793 "PENSION/ANNUITY W AUG" ; +label variable ER48794 "PENSION/ANNUITY W SEP" ; +label variable ER48795 "PENSION/ANNUITY W OCT" ; +label variable ER48796 "PENSION/ANNUITY W NOV" ; +label variable ER48797 "PENSION/ANNUITY W DEC" ; +label variable ER48798 "G62A WTR WF HELP FR RELATIVES" ; +label variable ER48799 "HELP FR RELATIVES WF AMT" ; +label variable ER48800 "HELP FR RELS WF PER" ; +label variable ER48801 "ACCURACY OF HELP FRM RELATIVES-WIFE" ; +label variable ER48802 "HELP FR RELATIVES WF JAN" ; +label variable ER48803 "HELP FR RELATIVES WF FEB" ; +label variable ER48804 "HELP FR RELATIVES WF MAR" ; +label variable ER48805 "HELP FR RELATIVES WF APR" ; +label variable ER48806 "HELP FR RELATIVES WF MAY" ; +label variable ER48807 "HELP FR RELATIVES WF JUN" ; +label variable ER48808 "HELP FR RELATIVES WF JUL" ; +label variable ER48809 "HELP FR RELATIVES WF AUG" ; +label variable ER48810 "HELP FR RELATIVES WF SEP" ; +label variable ER48811 "HELP FR RELATIVES WF OCT" ; +label variable ER48812 "HELP FR RELATIVES WF NOV" ; +label variable ER48813 "HELP FR RELATIVES WF DEC" ; +label variable ER48814 "G62B WTR WF HELP FROM FRIENDS" ; +label variable ER48815 "HELP FR FRIENDS WF AMT" ; +label variable ER48816 "HELP FR FRIENDS WF PER" ; +label variable ER48817 "ACCURACY OF HELP FRM FRIENDS-WIFE" ; +label variable ER48818 "HELP FROM FRIENDS W JAN" ; +label variable ER48819 "HELP FROM FRIENDS W FEB" ; +label variable ER48820 "HELP FROM FRIENDS W MAR" ; +label variable ER48821 "HELP FROM FRIENDS W APR" ; +label variable ER48822 "HELP FROM FRIENDS W MAY" ; +label variable ER48823 "HELP FROM FRIENDS W JUN" ; +label variable ER48824 "HELP FROM FRIENDS W JUL" ; +label variable ER48825 "HELP FROM FRIENDS W AUG" ; +label variable ER48826 "HELP FROM FRIENDS W SEP" ; +label variable ER48827 "HELP FROM FRIENDS W OCT" ; +label variable ER48828 "HELP FROM FRIENDS W NOV" ; +label variable ER48829 "HELP FROM FRIENDS W DEC" ; +label variable ER48830 "G63 WTR WFE RECD OTR INCOME" ; +label variable ER48831 "WIFE OTHER INCOME AMT" ; +label variable ER48832 "WIFE OTHER INCOME PER" ; +label variable ER48833 "ACCURACY OF OTHER INCOME-WIFE" ; +label variable ER48834 "ANY OTHER INCOME W JAN" ; +label variable ER48835 "ANY OTHER INCOME W FEB" ; +label variable ER48836 "ANY OTHER INCOME W MAR" ; +label variable ER48837 "ANY OTHER INCOME W APR" ; +label variable ER48838 "ANY OTHER INCOME W MAY" ; +label variable ER48839 "ANY OTHER INCOME W JUN" ; +label variable ER48840 "ANY OTHER INCOME W JUL" ; +label variable ER48841 "ANY OTHER INCOME W AUG" ; +label variable ER48842 "ANY OTHER INCOME W SEP" ; +label variable ER48843 "ANY OTHER INCOME W OCT" ; +label variable ER48844 "ANY OTHER INCOME W NOV" ; +label variable ER48845 "ANY OTHER INCOME W DEC" ; +label variable ER48846 "G99 WTR LUMP SUM PAYMNTS" ; +label variable ER48847 "G100 LUMP SUM PAYMENTS" ; +label variable ER48848 "G101 INHERITANCE" ; +label variable ER48849 "G102 WTR ITEMIZE FOR TAX" ; +label variable ER48850 "G102A ITEMIZED CHARITABLE CONTRIB AMT" ; +label variable ER48851 "G102B ITEMIZED MEDICAL EXPENSES AMT" ; +label variable ER48852 "G103 WTR HELP OTRS" ; +label variable ER48853 "G104 # OTRS SUPPORTED" ; +label variable ER48854 "G105 WHO SUPPORT 1" ; +label variable ER48855 "G105 WHO SUPPORT 2" ; +label variable ER48856 "G105 WHO SUPPORT 3" ; +label variable ER48857 "G105 WHO SUPPORT 4" ; +label variable ER48858 "G105 WHO SUPPORT 5" ; +label variable ER48859 "G106 TOTAL SUPP OF OTRS" ; +label variable ER48860 "G107 ANY CHILD SUPPORT" ; +label variable ER48861 "AMT OF CHLD SUPPRT GIVEN" ; +label variable ER48862 "G109 ANY ALIMONY" ; +label variable ER48863 "AMT OF ALIMONY GIVEN" ; +label variable ER48864 "G112 WTR DEPNDT OTRS" ; +label variable ER48865 "G113 NUMBER DEPNDT OTR" ; +label variable ER48866 "G114 WTR DEPNDT OTHS" ; +label variable ER48867 "W1 WTR OTR REAL ESTATE" ; +label variable ER48868 "W1A WTR SECOND HOME" ; +label variable ER48869 "W2 PROFIT IF SOLD OTR REAL ESTATE" ; +label variable ER48870 "W3 WTR PROFIT GE 50,000" ; +label variable ER48871 "W4 WTR PROFIT GE 150,000" ; +label variable ER48872 "W5 WTR PROFIT GE 5,000" ; +label variable ER48873 "W6 PROFIT IF SOLD VEHICLES" ; +label variable ER48874 "W7 WTR PROFIT GE 10,000" ; +label variable ER48875 "W8 WTR PROFIT GE 25,000" ; +label variable ER48876 "W9 WTR PROFIT GE 2,000" ; +label variable ER48877 "W10 WTR OWN BUSINESS/FARM" ; +label variable ER48878 "W11 PROFIT IF SOLD BUSINESS/FARM" ; +label variable ER48879 "W12 WTR PROFIT GE 50,000" ; +label variable ER48880 "W13 WTR PROFIT GE 200,000" ; +label variable ER48881 "W14 WTR PROFIT GE 10,000" ; +label variable ER48882 "W15 WTR OWN NON-IRA STOCK" ; +label variable ER48883 "W16 PROFIT IF SOLD NON-IRA STOCK" ; +label variable ER48884 "W17 WTR PROFIT GE 25,000" ; +label variable ER48885 "W18 WTR PROFIT GE 50,000" ; +label variable ER48886 "W19 WTR PROFIT GE 5,000" ; +label variable ER48887 "W20 WTR PROFIT GE 100,000" ; +label variable ER48888 "W20D WTR DIVIDEND AMT CORRECT" ; +label variable ER48889 "W20E REVISED DIVIDENDS" ; +label variable ER48890 "W20E REVISED DIVIDENDS PER" ; +label variable ER48891 "W20F WTR REC REV DIVIDENDS IN JAN" ; +label variable ER48892 "W20F WTR REC REV DIVIDENDS IN FEB" ; +label variable ER48893 "W20F WTR REC REV DIVIDENDS IN MAR" ; +label variable ER48894 "W20F WTR REC REV DIVIDENDS IN APR" ; +label variable ER48895 "W20F WTR REC REV DIVIDENDS IN MAY" ; +label variable ER48896 "W20F WTR REC REV DIVIDENDS IN JUN" ; +label variable ER48897 "W20F WTR REC REV DIVIDENDS IN JUL" ; +label variable ER48898 "W20F WTR REC REV DIVIDENDS IN AUG" ; +label variable ER48899 "W20F WTR REC REV DIVIDENDS IN SEP" ; +label variable ER48900 "W20F WTR REC REV DIVIDENDS IN OCT" ; +label variable ER48901 "W20F WTR REC REV DIVIDENDS IN NOV" ; +label variable ER48902 "W20F WTR REC REV DIVIDENDS IN DEC" ; +label variable ER48903 "W21 WTR IRA/PRIVATE ANNUITY" ; +label variable ER48904 "W21A HOW FUNDS INVESTED" ; +label variable ER48905 "W22 VALUE OF IRA/ANNUITY" ; +label variable ER48906 "W23 WTR VALUE GE 25,000" ; +label variable ER48907 "W24 WTR VALUE GE 50,000" ; +label variable ER48908 "W25 WTR VALUE GE 5,000" ; +label variable ER48909 "W26 WTR VALUE GE 100,000" ; +label variable ER48910 "W27 WTR CK/SAVINGS/CD, ETC" ; +label variable ER48911 "W28 AMT ALL ACCOUNTS" ; +label variable ER48912 "W29 WTR VALUE GE 5,000" ; +label variable ER48913 "W30 WTR VALUE GE 10,000" ; +label variable ER48914 "W31 WTR VALUE GE 50,000" ; +label variable ER48915 "W31D WTR INTEREST AMT CORRECT" ; +label variable ER48916 "W31E REVISED INTEREST" ; +label variable ER48917 "W31E REVISED INTEREST PER" ; +label variable ER48918 "W31F WTR REC REV INTEREST IN JAN" ; +label variable ER48919 "W31F WTR REC REV INTEREST IN FEB" ; +label variable ER48920 "W31F WTR REC REV INTEREST IN MAR" ; +label variable ER48921 "W31F WTR REC REV INTEREST IN APR" ; +label variable ER48922 "W31F WTR REC REV INTEREST IN MAY" ; +label variable ER48923 "W31F WTR REC REV INTEREST IN JUN" ; +label variable ER48924 "W31F WTR REC REV INTEREST IN JUL" ; +label variable ER48925 "W31F WTR REC REV INTEREST IN AUG" ; +label variable ER48926 "W31F WTR REC REV INTEREST IN SEP" ; +label variable ER48927 "W31F WTR REC REV INTEREST IN OCT" ; +label variable ER48928 "W31F WTR REC REV INTEREST IN NOV" ; +label variable ER48929 "W31F WTR REC REV INTEREST IN DEC" ; +label variable ER48930 "W32 WTR VALUE GE 1,000" ; +label variable ER48931 "W33 WTR BONDS/INSURANCE, ETC." ; +label variable ER48932 "W34 PROFIT IF SOLD BONDS/INSURANCE" ; +label variable ER48933 "W35 WTR PROFIT GE 10,000" ; +label variable ER48934 "W36 WTR PROFIT GE 25,000" ; +label variable ER48935 "W37 WTR PROFIT GE 2,000" ; +label variable ER48936 "W38A WTR HAVE CREDIT/STORE CARD DEBT" ; +label variable ER48937 "W39A AMOUNT OF CREDIT/STORE CARD DEBT" ; +label variable ER48938 "W40A WTR DEBT GE 2,000" ; +label variable ER48939 "W41A WTR DEBT GE 5,000" ; +label variable ER48940 "W42A WTR DEBT GE 1,000" ; +label variable ER48941 "W38B WTR HAS STUDENT LOANS" ; +label variable ER48942 "W38B WTR HAS MEDICAL BILLS" ; +label variable ER48943 "W38B WTR HAS LEGAL BILLS" ; +label variable ER48944 "W38B WTR HAS LOANS FROM RELATIVES" ; +label variable ER48945 "W39B1 AMOUNT OF STUDENT LOANS" ; +label variable ER48946 "W40B1 WTR STUDENT LOANS GE 2,000" ; +label variable ER48947 "W41B1 WTR STUDENT LOANS GE 5,000" ; +label variable ER48948 "W42B1 WTR STUDENT LOANS GE 1,000" ; +label variable ER48949 "W39B2 AMOUNT OF MEDICAL BILLS" ; +label variable ER48950 "W40B2 WTR MEDICAL BILLS GE 2,000" ; +label variable ER48951 "W41B2 WTR MEDICAL BILLS GE 5,000" ; +label variable ER48952 "W42B2 WTR MEDICAL BILLS GE 1,000" ; +label variable ER48953 "W39B3 AMOUNT OF LEGAL BILLS" ; +label variable ER48954 "W40B3 WTR LEGAL BILLS GE 2,000" ; +label variable ER48955 "W41B3 WTR LEGAL BILLS GE 5,000" ; +label variable ER48956 "W42B3 WTR LEGAL BILLS GE 1,000" ; +label variable ER48957 "W39B4 AMOUNT OF LOANS FROM RELATIVES" ; +label variable ER48958 "W40B4 WTR LOANS FROM RELS GE 2,000" ; +label variable ER48959 "W41B4 WTR LOANS FROM RELS GE 5,000" ; +label variable ER48960 "W42B4 WTR LOANS FROM RELS GE 1,000" ; +label variable ER48961 "W43 WTR PUT MONEY IN PRIVATE ANNUITY/IRA" ; +label variable ER48962 "W44 AMT INVESTED IN IRA/ANNUITY" ; +label variable ER48963 "W45 WTR INVEST GE 10,000" ; +label variable ER48964 "W46 WTR INVEST GE 50,000" ; +label variable ER48965 "W47 WTR INVEST GE 5,000" ; +label variable ER48966 "W48 WTR CASHED PNSN/ANNTY/IRA" ; +label variable ER48967 "W49 VALUE PENSION/ANNUITY/IRA" ; +label variable ER48968 "W50 WTR VALUE GE 10,000" ; +label variable ER48969 "W51 WTR VALUE GE 50,000" ; +label variable ER48970 "W52 WTR VALUE GE 100,000" ; +label variable ER48971 "W53 WTR VALUE GE 5,000" ; +label variable ER48972 "W54 WTR SOLD HOME" ; +label variable ER48973 "W55 HOME SELLING PRICE" ; +label variable ER48974 "W56 WTR PRICE GE 60,000" ; +label variable ER48975 "W57 WTR PRICE GE 120,000" ; +label variable ER48976 "W58 WTR PRICE GE 30,000" ; +label variable ER48977 "W59 WTR BOUGHT OTR REAL ESTATE" ; +label variable ER48978 "W60 AMT IN REAL ESTATE" ; +label variable ER48979 "W61 WTR AMT GE 60,000" ; +label variable ER48980 "W62 WTR AMT GE 120,000" ; +label variable ER48981 "W63 WTR AMT GE 30,000" ; +label variable ER48982 "W64 WTR SOLD OTR REAL ESTATE" ; +label variable ER48983 "W65 AMT FROM OTR REAL ESTATE" ; +label variable ER48984 "W66 WTR AMT GE 60,000" ; +label variable ER48985 "W67 WTR AMT GE 120,000" ; +label variable ER48986 "W68 WTR AMT GE 30,000" ; +label variable ER48987 "W69 WTR MADE ADDITION/REPAIRS" ; +label variable ER48988 "W70 COST OF ADDITION/REPAIRS" ; +label variable ER48989 "W71 WTR COST GE 25,000" ; +label variable ER48990 "W72 WTR COST GE 75,000" ; +label variable ER48991 "W73 WTR INVESTED IN BUSNES/FARM" ; +label variable ER48992 "W74 AMT INVESTED IN BUSINESS/FARM" ; +label variable ER48993 "W75 WTR AMT GE 25,000" ; +label variable ER48994 "W76 WTR AMT GE 100,000" ; +label variable ER48995 "W77 WTR AMT GE 10,000" ; +label variable ER48996 "W78 WTR SOLD BUSINESS/FARM" ; +label variable ER48997 "W79 AMT FROM BUSINESS/FARM" ; +label variable ER48998 "W80 WTR AMT GE 25,000" ; +label variable ER48999 "W81 WTR AMT GE 100,000" ; +label variable ER49000 "W82 WTR AMT GE 10,000" ; +label variable ER49001 "W83 WTR BOUGHT NON-IRA STOCK" ; +label variable ER49002 "W84 WTR ALSO SOLD STOCK" ; +label variable ER49003 "W85 WTR BOUGHT MORE/SOLD MORE" ; +label variable ER49004 "W86 BALANCE IN/OUT STOCKS" ; +label variable ER49005 "W87 WTR STOCKS GE 20,000" ; +label variable ER49006 "W88 WTR STOCKS GE 50,000" ; +label variable ER49007 "W90 WTR STOCKS GE 100,000" ; +label variable ER49008 "W89 WTR STOCKS GE 5,000" ; +label variable ER49009 "W91 AMT INVESTED IN STOCKS" ; +label variable ER49010 "W92 WTR AMT GE 20,000" ; +label variable ER49011 "W93 WTR AMT GE 50,000" ; +label variable ER49012 "W94 WTR AMT GE 100,000" ; +label variable ER49013 "W95 WTR AMT GE 5,000" ; +label variable ER49014 "W96 WTR SOLD NON-IRA STOCK" ; +label variable ER49015 "W97 AMT NON-IRA STOCK" ; +label variable ER49016 "W98 WTR AMT GE 20,000" ; +label variable ER49017 "W99 WTR AMT GE 50,000" ; +label variable ER49018 "W100 WTR AMT GE 100,000" ; +label variable ER49019 "W101 WTR AMT GE 5,000" ; +label variable ER49020 "W102 WTR MOVER OUT W/ ASSETS OR DEBITS" ; +label variable ER49021 "W103 VALUE ASSETS MOVED OUT" ; +label variable ER49022 "W104 WTR VALUE GE 10,000" ; +label variable ER49023 "W105 WTR VALUE GE 25,000" ; +label variable ER49024 "W106 WTR VALUE GE 100,000" ; +label variable ER49025 "W107 WTR VALUE GE 5,000" ; +label variable ER49026 "W108 VALUE DEBTS MOVED OUT" ; +label variable ER49027 "W109 WTR VALUE GE 10,000" ; +label variable ER49028 "W110 WTR VALUE GE 25,000" ; +label variable ER49029 "W111 WTR VALUE GE 5,000" ; +label variable ER49030 "W112 CKPT: FU COMPOSITION" ; +label variable ER49031 "W113 WTR MOVER IN W/ ASSETS OR DEBITS" ; +label variable ER49032 "W114 VALUE ASSETS MOVED IN" ; +label variable ER49033 "W115 WTR VALUE GE 10,000" ; +label variable ER49034 "W116 WTR VALUE GE 25,000" ; +label variable ER49035 "W117 WTR VALUE GE 100,000" ; +label variable ER49036 "W118 WTR VALUE GE 5,000" ; +label variable ER49037 "W119 VALUE DEBTS MOVE IN" ; +label variable ER49038 "W120 WTR VALUE GE 10,000" ; +label variable ER49039 "W121 WTR VALUE GE 25,000" ; +label variable ER49040 "W122 WTR VALUE GE 5,000" ; +label variable ER49041 "W123 WTR RECD GIFT/INHERITANCE" ; +label variable ER49042 "W124 YR RECD GIFT/INHERIT-#1" ; +label variable ER49043 "W125 VALUE GIFT/INHERIT-#1" ; +label variable ER49044 "W126 WTR VALUE GE 25,000-#1" ; +label variable ER49045 "W127 WTR VALUE GE 75,000-#1" ; +label variable ER49046 "W123 WTR GIFT/INHERITANCE-#2" ; +label variable ER49047 "W124 YR RECD GIFT/INHERIT-#2" ; +label variable ER49048 "W125 VALUE GIFT/INHERIT-#2" ; +label variable ER49049 "W126 WTR VALUE GE 25,000-#2" ; +label variable ER49050 "W127 WTR VALUE GE 75,000-#2" ; +label variable ER49051 "W123 WTR GIFT/INHERITANCE-#3" ; +label variable ER49052 "W124 YR REC GIFT/INHERIT-#3" ; +label variable ER49053 "W125 VALUE GIFT/INHERIT-#3" ; +label variable ER49054 "W126 WTR VALUE GE 25,000-#3" ; +label variable ER49055 "W127 WTR VALUE GE 75,000-#3" ; +label variable ER49056 "P0 WTR WORKING NOW - HD" ; +label variable ER49057 "P1 WTR PNSN AT CURR JOB - HD" ; +label variable ER49058 "P1A WTR ELIGIBLE FOR PLAN - HD" ; +label variable ER49059 "P6 # YRS IN PENSION PLAN - HD" ; +label variable ER49060 "P6 YR JOINED PENSION PLAN - HD" ; +label variable ER49061 "P7 WTR EVER ELIG FOR PLAN - HD" ; +label variable ER49062 "P8 # YRS TILL ELIGIBLE - HD" ; +label variable ER49063 "P9 WTR VESTED - HD" ; +label variable ER49064 "P10 # YRS TILL VESTED - HD" ; +label variable ER49065 "P11 WTR CONTRIB TO PENSION - HD" ; +label variable ER49066 "P12 WTR CONTRIB REQUIRED - HD" ; +label variable ER49067 "P13 REQUIRED AMT - HD" ; +label variable ER49068 "P13 REQUIRED AMT PER - HD" ; +label variable ER49069 "P13 REQUIRED PCT - HD" ; +label variable ER49070 "P14 WTR VOLUNTARY CONTRIB - HD" ; +label variable ER49071 "P15 VOLUNTARY AMT - HD" ; +label variable ER49072 "P15 VOLUNTARY AMT PER - HD" ; +label variable ER49073 "P15 VOLUNTARY PCT - HD" ; +label variable ER49074 "P16 HOW BENEFIT FIGURED - HD" ; +label variable ER49075 "P17 WTR EMPLYR CONTRIB - HD" ; +label variable ER49076 "P18 AMT EMPLYR CONTRIB - HD" ; +label variable ER49077 "P18 EMPLYR AMT PER - HD" ; +label variable ER49078 "P18 PCT EMPLYR CONTRIB - HD" ; +label variable ER49079 "P19 AGE PENSION INCL EMPLYR CONTRIB - HD" ; +label variable ER49080 "P20 AMT IN PENSION ACCT NOW - HD" ; +label variable ER49081 "P20B WTR AMT GE 50,000 - HD" ; +label variable ER49082 "P20C WTR AMT GE 100,000 - HD" ; +label variable ER49083 "P20D WTR AMT GE 200,000 - HD" ; +label variable ER49084 "P20E WTR AMT GE 20,000 - HD" ; +label variable ER49085 "P20A HOW FUNDS INVESTED - HD" ; +label variable ER49086 "P22 CKPT: TYPE PENSION - HD" ; +label variable ER49087 "P22A AGE ELIGIBLE FOR FULL PNSN (YRS)-HD" ; +label variable ER49088 "P22B AGE ELIGIBLE FOR FULL PNSN (MOS)-HD" ; +label variable ER49089 "P22C AGE ELIGIBLE FOR ANY PNSN (YRS)-HD" ; +label variable ER49090 "P22D AGE ELIGIBLE FOR ANY PNSN (MOS)-HD" ; +label variable ER49091 "P32 AGE EXPECT RECEIVE BENEFITS-HD" ; +label variable ER49092 "P34 ESTIMATED BENEFIT AMT" ; +label variable ER49093 "P34 ESTIMATED BENEFIT PER" ; +label variable ER49094 "P34 ESTIMATED BENEFIT PCT" ; +label variable ER49095 "P34F WTR GE 40% OF PAY - HD" ; +label variable ER49096 "P34G WTR GE 60% OF PAY - HD" ; +label variable ER49097 "P34H WTR GE 80% OF PAY - HD" ; +label variable ER49098 "P34J WTR GE 20% OF PAY - HD" ; +label variable ER49099 "P35 WTR BENEFICIARY - HD" ; +label variable ER49100 "P36 AMT BENEFICIARY RECEIVES - HD" ; +label variable ER49101 "P37 WTR PNSN LESSENED BY SOC SEC - HD" ; +label variable ER49102 "P38 WHEN SOC SEC CHG PNSN AMT - HD" ; +label variable ER49103 "P39 USUAL RETIREMNT AGE OF OTRS - HD" ; +label variable ER49104 "P39 USUAL # YRS OTRS RETIRE - HD" ; +label variable ER49105 "P40 AGE PLAN STOP WORK - HD" ; +label variable ER49106 "P40 IN HOW MANY YRS PLAN STOP WORK - HD" ; +label variable ER49107 "P41 AGE WILL STOP WORK - HD" ; +label variable ER49108 "P41 IN HOW MANY YRS WILL STOP WORK - HD" ; +label variable ER49109 "P42 WTR TAX-DEFER PLAN - HD" ; +label variable ER49110 "P43 WTR EMPLYR CONTRIB - HD" ; +label variable ER49111 "P44 AMT EMPLYR CONTRIB - HD" ; +label variable ER49112 "P44 EMPLYR CONTRIB PER - HD" ; +label variable ER49113 "P44 PCT EMPLYR CONTRIB - HD" ; +label variable ER49114 "P45 WTR PNSN W/PREV EMPLYR - HD" ; +label variable ER49115 "P46 TYPE PREV PENSION-#1 - HD" ; +label variable ER49116 "P47 ACCT AMT WHEN LEFT PREV EMP-#1 - HD" ; +label variable ER49117 "P47B WTR AMT GE 20,000-#1 - HD" ; +label variable ER49118 "P47C WTR AMT GE 50,000-#1 - HD" ; +label variable ER49119 "P47D WTR AMT GE 150,000-#1 - HD" ; +label variable ER49120 "P47E WTR AMT GE 5,000-#1 - HD" ; +label variable ER49121 "P48 WHAT DID W/PREV PNSN-#1 - HD" ; +label variable ER49122 "P49 AMT NOW PREV PNSN ACCT-#1 - HD" ; +label variable ER49123 "P49B WTR AMT GE 50,000-#1 - HD" ; +label variable ER49124 "P49C WTR AMT GE 100,000-#1 - HD" ; +label variable ER49125 "P49D WTR AMT GE 200,000-#1 - HD" ; +label variable ER49126 "P49E WTR AMT GE 20,000-#1 - HD" ; +label variable ER49127 "P50 AGE REC IF ANNUITY-#1 - HD" ; +label variable ER49128 "P51 AMT PREV ANNUITY-#1 - HD" ; +label variable ER49129 "P51 PREV ANNUITY PER-#1 - HD" ; +label variable ER49130 "P51B WTR AMT GE 400 PER MONTH-#1 - HD" ; +label variable ER49131 "P51C WTR AMT GE 1,200 PER MONTH-#1 - HD" ; +label variable ER49132 "P51D WTR AMT GE 1,600 PER MONTH-#1 - HD" ; +label variable ER49133 "P51E WTR AMT GE 200 PER MONTH-#1 - HD" ; +label variable ER49134 "P52 STATUS PREV PNSN MEN1-#1 - HD" ; +label variable ER49135 "P52 STATUS PREV PNSN MEN2-#1 - HD" ; +label variable ER49136 "P52 STATUS PREV PNSN MEN3-#1 - HD" ; +label variable ER49137 "P52 STATUS PREV PNSN MEN4-#1 - HD" ; +label variable ER49138 "P52 STATUS PREV PNSN MEN5-#1 - HD" ; +label variable ER49139 "P52 STATUS PREV PNSN MEN6-#1 - HD" ; +label variable ER49140 "P53 MO REC PREV PNSN-#1 - HD" ; +label variable ER49141 "P53 YR REC PREV PNSN-#1 - HD" ; +label variable ER49142 "P54 PREV PNSN BENEFIT AMT-#1 - HD" ; +label variable ER49143 "P54 BENEFIT PER-#1 - HD" ; +label variable ER49144 "P54B WTR AMT GE 400 PER MONTH-#1 - HD" ; +label variable ER49145 "P54C WTR AMT GE 1,200 PER MONTH-#1 - HD" ; +label variable ER49146 "P54D WTR AMT GE 1,600 PER MONTH-#1 - HD" ; +label variable ER49147 "P54E WTR AMT GE 200 PER MONTH-#1 - HD" ; +label variable ER49148 "P55 WTR BENEFITS COLA-#1 - HD" ; +label variable ER49149 "P56 WTR BENEFITS EVER COLA-#1 - HD" ; +label variable ER49150 "P57 PREV PNSN CASH SETTLEMNT AMT-#1 - HD" ; +label variable ER49151 "P57B WTR AMT GE 6,000-#1 - HD" ; +label variable ER49152 "P57C WTR AMT GE 60,000-#1 - HD" ; +label variable ER49153 "P57D WTR AMT GE 250,000-#1 - HD" ; +label variable ER49154 "P57E WTR AMT GE 2,000-#1 - HD" ; +label variable ER49155 "P58 WHAT DID W/CASH MEN1-#1 - HD" ; +label variable ER49156 "P58 WHAT DID W/CASH MEN2-#1 - HD" ; +label variable ER49157 "P58 WHAT DID W/CASH MEN3-#1 - HD" ; +label variable ER49158 "P58 WHAT DID W/CASH MEN4-#1 - HD" ; +label variable ER49159 "P58 WHAT DID W/CASH MEN5-#1 - HD" ; +label variable ER49160 "P58 WHAT DID W/CASH MEN6-#1 - HD" ; +label variable ER49161 "P59 PREV PNSN IRA AMT-#1 - HD" ; +label variable ER49162 "P59B WTR AMT GE 6,000-#1 - HD" ; +label variable ER49163 "P59C WTR AMT GE 60,000-#1 - HD" ; +label variable ER49164 "P59D WTR AMT GE 250,000-#1 - HD" ; +label variable ER49165 "P59E WTR AMT GE 2,000-#1 - HD" ; +label variable ER49166 "P60 # YRS IN PREV PLAN-#1 - HD" ; +label variable ER49167 "P61 AGE EXPECT REC PREV PNSN-#1 - HD" ; +label variable ER49168 "P62 AMT EXPECT REC PREV PNSN-#1 - HD" ; +label variable ER49169 "P62 PREV PNSN PER-#1 - HD" ; +label variable ER49170 "P62 PCT EXPECT REC PREV PNSN-#1 - HD" ; +label variable ER49171 "P62F WTR GE 40% OF PAY #1 - HD" ; +label variable ER49172 "P62G WTR GE 60% OF PAY #1 - HD" ; +label variable ER49173 "P62H WTR GE 80% OF PAY #1 - HD" ; +label variable ER49174 "P62J WTR GE 20% OF PAY #1 - HD" ; +label variable ER49175 "P63 ACCT AMT WHEN LEFT PREV EMP-#1 - HD" ; +label variable ER49176 "P63B WTR AMT GE 20,000-#1 - HD" ; +label variable ER49177 "P63C WTR AMT GE 50,000-#1 - HD" ; +label variable ER49178 "P63D WTR AMT GE 150,000-#1 - HD" ; +label variable ER49179 "P63E WTR AMT GE 5,000-#1 - HD" ; +label variable ER49180 "P64 WHAT DID W/PREV PNSN-#1 - HD" ; +label variable ER49181 "P65 ACCT AMT PREV PNSN NOW-#1 - HD" ; +label variable ER49182 "P65B WTR AMT GE 50,000-#1 - HD" ; +label variable ER49183 "P65C WTR AMT GE 100,000-#1 - HD" ; +label variable ER49184 "P65D WTR AMT GE 200,000-#1 - HD" ; +label variable ER49185 "P65E WTR AMT GE 20,000-#1 - HD" ; +label variable ER49186 "P66 AGE BEGAN REC ANNUITY-#1 - HD" ; +label variable ER49187 "P67 AMT PREV ANNUITY-#1 - HD" ; +label variable ER49188 "P67 PREV ANNUITY PER-#1 - HD" ; +label variable ER49189 "P67B WTR AMT GE 400 PER MONTH-#1 - HD" ; +label variable ER49190 "P67C WTR AMT GE 1,200 PER MONTH-#1 - HD" ; +label variable ER49191 "P67D WTR AMT GE 1,600 PER MONTH-#1 - HD" ; +label variable ER49192 "P67E WTR AMT GE 200 PER MONTH-#1 - HD" ; +label variable ER49193 "P68 AGE ELIG PREV PNSN-#1 - HD" ; +label variable ER49194 "P69 WTR SECOND PREV PENSION - HD" ; +label variable ER49195 "P46 TYPE PREV PENSION-#2 - HD" ; +label variable ER49196 "P47 ACCT AMT WHEN LEFT PREV EMP-#2 - HD" ; +label variable ER49197 "P47B WTR AMT GE 20,000-#2 - HD" ; +label variable ER49198 "P47C WTR AMT GE 50,000-#2 - HD" ; +label variable ER49199 "P47D WTR AMT GE 150,000-#2 - HD" ; +label variable ER49200 "P47E WTR AMT GE 5,000-#2 - HD" ; +label variable ER49201 "P48 WHAT DID W/PREV PNSN-#2 - HD" ; +label variable ER49202 "P49 AMT NOW PREV PNSN ACCT-#2 - HD" ; +label variable ER49203 "P49B WTR AMT GE 50,000-#2 - HD" ; +label variable ER49204 "P49C WTR AMT GE 100,000-#2 - HD" ; +label variable ER49205 "P49D WTR AMT GE 200,000-#2 - HD" ; +label variable ER49206 "P49E WTR AMT GE 20,000-#2 - HD" ; +label variable ER49207 "P50 AGE REC IF ANNUITY-#2 - HD" ; +label variable ER49208 "P51 AMT PREV ANNUITY-#2 - HD" ; +label variable ER49209 "P51 PREV ANNUITY PER-#2 - HD" ; +label variable ER49210 "P51B WTR AMT GE 400 PER MONTH-#2 - HD" ; +label variable ER49211 "P51C WTR AMT GE 1,200 PER MONTH-#2 - HD" ; +label variable ER49212 "P51D WTR AMT GE 1,600 PER MONTH-#2 - HD" ; +label variable ER49213 "P51E WTR AMT GE 200 PER MONTH-#2 - HD" ; +label variable ER49214 "P52 STATUS PREV PNSN MEN1-#2 - HD" ; +label variable ER49215 "P52 STATUS PREV PNSN MEN2-#2 - HD" ; +label variable ER49216 "P52 STATUS PREV PNSN MEN3-#2 - HD" ; +label variable ER49217 "P52 STATUS PREV PNSN MEN4-#2 - HD" ; +label variable ER49218 "P52 STATUS PREV PNSN MEN5-#2 - HD" ; +label variable ER49219 "P52 STATUS PREV PNSN MEN6-#2 - HD" ; +label variable ER49220 "P53 MO REC PREV PNSN-#2 - HD" ; +label variable ER49221 "P53 YR REC PREV PNSN-#2 - HD" ; +label variable ER49222 "P54 PREV PNSN BENEFIT AMT-#2 - HD" ; +label variable ER49223 "P54 BENEFIT PER-#2 - HD" ; +label variable ER49224 "P54B WTR AMT GE 400 PER MONTH-#2 - HD" ; +label variable ER49225 "P54C WTR AMT GE 1,200 PER MONTH-#2 - HD" ; +label variable ER49226 "P54D WTR AMT GE 1,600 PER MONTH-#2 - HD" ; +label variable ER49227 "P54E WTR AMT GE 200 PER MONTH-#2 - HD" ; +label variable ER49228 "P55 WTR BENEFITS COLA-#2 - HD" ; +label variable ER49229 "P56 WTR BENEFITS EVER COLA-#2 - HD" ; +label variable ER49230 "P57 PREV PNSN CASH SETTLEMNT AMT-#2 - HD" ; +label variable ER49231 "P57B WTR AMT GE 6,000-#2 - HD" ; +label variable ER49232 "P57C WTR AMT GE 60,000-#2 - HD" ; +label variable ER49233 "P57D WTR AMT GE 250,000-#2 - HD" ; +label variable ER49234 "P57E WTR AMT GE 2,000-#2 - HD" ; +label variable ER49235 "P58 WHAT DID W/CASH MEN1-#2 - HD" ; +label variable ER49236 "P58 WHAT DID W/CASH MEN2-#2 - HD" ; +label variable ER49237 "P58 WHAT DID W/CASH MEN3-#2 - HD" ; +label variable ER49238 "P58 WHAT DID W/CASH MEN4-#2 - HD" ; +label variable ER49239 "P58 WHAT DID W/CASH MEN5-#2 - HD" ; +label variable ER49240 "P58 WHAT DID W/CASH MEN6-#2 - HD" ; +label variable ER49241 "P59 PREV PNSN IRA AMT-#2 - HD" ; +label variable ER49242 "P59B WTR AMT GE 6,000-#2 - HD" ; +label variable ER49243 "P59C WTR AMT GE 60,000-#2 - HD" ; +label variable ER49244 "P59D WTR AMT GE 250,000-#2 - HD" ; +label variable ER49245 "P59E WTR AMT GE 2,000-#2 - HD" ; +label variable ER49246 "P60 # YRS IN PREV PLAN-#2 - HD" ; +label variable ER49247 "P61 AGE EXPECT REC PREV PNSN-#2 - HD" ; +label variable ER49248 "P62 AMT EXPECT REC PREV PNSN-#2 - HD" ; +label variable ER49249 "P62 PREV PNSN PER-#2 - HD" ; +label variable ER49250 "P62 PCT EXPECT REC PREV PNSN-#2 - HD" ; +label variable ER49251 "P62F WTR GE 40% OF PAY #2 - HD" ; +label variable ER49252 "P62G WTR GE 60% OF PAY #2 - HD" ; +label variable ER49253 "P62H WTR GE 80% OF PAY #2 - HD" ; +label variable ER49254 "P62J WTR GE 20% OF PAY #2 - HD" ; +label variable ER49255 "P63 ACCT AMT WHEN LEFT PREV EMP-#2 - HD" ; +label variable ER49256 "P63B WTR AMT GE 20,000-#2 - HD" ; +label variable ER49257 "P63C WTR AMT GE 50,000-#2 - HD" ; +label variable ER49258 "P63D WTR AMT GE 150,000-#2 - HD" ; +label variable ER49259 "P63E WTR AMT GE 5,000-#2 - HD" ; +label variable ER49260 "P64 WHAT DID W/PREV PNSN-#2 - HD" ; +label variable ER49261 "P65 ACCT AMT PREV PNSN NOW-#2 - HD" ; +label variable ER49262 "P65B WTR AMT GE 50,000-#2 - HD" ; +label variable ER49263 "P65C WTR AMT GE 100,000-#2 - HD" ; +label variable ER49264 "P65D WTR AMT GE 200,000-#2 - HD" ; +label variable ER49265 "P65E WTR AMT GE 20,000-#2 - HD" ; +label variable ER49266 "P66 AGE BEGAN REC ANNUITY-#2 - HD" ; +label variable ER49267 "P67 AMT PREV ANNUITY-#2 - HD" ; +label variable ER49268 "P67 PREV ANNUITY PER-#2 - HD" ; +label variable ER49269 "P67B WTR AMT GE 400 PER MONTH-#2 - HD" ; +label variable ER49270 "P67C WTR AMT GE 1,200 PER MONTH-#2 - HD" ; +label variable ER49271 "P67D WTR AMT GE 1,600 PER MONTH-#2 - HD" ; +label variable ER49272 "P67E WTR AMT GE 200 PER MONTH-#2 - HD" ; +label variable ER49273 "P68 AGE ELIG PREV PNSN-#2 - HD" ; +label variable ER49274 "P69 WTR 3RD PREV PENSION - HD" ; +label variable ER49275 "P0 WTR WORKING NOW - WF" ; +label variable ER49276 "P1 WTR PNSN AT CURR JOB - WF" ; +label variable ER49277 "P1A WTR ELIGIBLE FOR PLAN - WF" ; +label variable ER49278 "P6 # YRS IN PENSION PLAN - WF" ; +label variable ER49279 "P6 YR JOINED PENSION PLAN - WF" ; +label variable ER49280 "P7 WTR EVER ELIG FOR PLAN - WF" ; +label variable ER49281 "P8 # YRS TILL ELIGIBLE - WF" ; +label variable ER49282 "P9 WTR VESTED - WF" ; +label variable ER49283 "P10 # YRS TILL VESTED - WF" ; +label variable ER49284 "P11 WTR CONTRIB TO PENSION - WF" ; +label variable ER49285 "P12 WTR CONTRIB REQUIRED - WF" ; +label variable ER49286 "P13 REQUIRED AMT - WF" ; +label variable ER49287 "P13 REQUIRED AMT PER - WF" ; +label variable ER49288 "P13 REQUIRED PCT - WF" ; +label variable ER49289 "P14 WTR VOLUNTARY CONTRIB - WF" ; +label variable ER49290 "P15 VOLUNTARY AMT - WF" ; +label variable ER49291 "P15 VOLUNTARY AMT PER - WF" ; +label variable ER49292 "P15 VOLUNTARY PCT - WF" ; +label variable ER49293 "P16 HOW BENEFIT FIGURED - WF" ; +label variable ER49294 "P17 WTR EMPLYR CONTRIB - WF" ; +label variable ER49295 "P18 AMT EMPLYR CONTRIB - WF" ; +label variable ER49296 "P18 EMPLYR AMT PER - WF" ; +label variable ER49297 "P18 PCT EMPLYR CONTRIB - WF" ; +label variable ER49298 "P19 AGE PENSION INCL EMPLYR CONTRIB - WF" ; +label variable ER49299 "P20 AMT IN PENSION ACCT NOW - WF" ; +label variable ER49300 "P20B WTR AMT GE 50,000 - WF" ; +label variable ER49301 "P20C WTR AMT GE 100,000 - WF" ; +label variable ER49302 "P20D WTR AMT GE 200,000 - WF" ; +label variable ER49303 "P20E WTR AMT GE 20,000 - WF" ; +label variable ER49304 "P20A HOW FUNDS INVESTED - WF" ; +label variable ER49305 "P22 CKPT: TYPE PENSION - WF" ; +label variable ER49306 "P22A AGE ELIGIBLE FOR FULL PNSN (YRS)-WF" ; +label variable ER49307 "P22B AGE ELIGIBLE FOR FULL PNSN (MOS)-WF" ; +label variable ER49308 "P22C AGE ELIGIBLE FOR ANY PNSN (YRS)-WF" ; +label variable ER49309 "P22D AGE ELIGIBLE FOR ANY PNSN (MOS)-WF" ; +label variable ER49310 "P32 AGE EXPECT RECEIVE BENEFITS-WF" ; +label variable ER49311 "P34 ESTIMATED BENEFIT AMT - WF" ; +label variable ER49312 "P34 ESTIMATED BENEFIT PER - WF" ; +label variable ER49313 "P34 ESTIMATED BENEFIT PCT - WF" ; +label variable ER49314 "P34F WTR GE 40% OF PAY - WF" ; +label variable ER49315 "P34G WTR GE 60% OF PAY - WF" ; +label variable ER49316 "P34H WTR GE 80% OF PAY - WF" ; +label variable ER49317 "P34J WTR GE 20% OF PAY - WF" ; +label variable ER49318 "P35 WTR BENEFICIARY - WF" ; +label variable ER49319 "P36 AMT BENEFICIARY RECEIVES - WF" ; +label variable ER49320 "P37 WTR PNSN LESSENED BY SOC SEC - WF" ; +label variable ER49321 "P38 WHEN SOC SEC CHG PNSN AMT - WF" ; +label variable ER49322 "P39 USUAL RETIREMNT AGE OF OTRS - WF" ; +label variable ER49323 "P39 USUAL # YRS OTRS RETIRE - WF" ; +label variable ER49324 "P40 AGE PLAN STOP WORK - WF" ; +label variable ER49325 "P40 IN HOW MANY YRS PLAN STOP WORK - WF" ; +label variable ER49326 "P41 AGE WILL STOP WORK - WF" ; +label variable ER49327 "P41 IN HOW MANY YRS WILL STOP WORK - WF" ; +label variable ER49328 "P42 WTR TAX-DEFER PLAN - WF" ; +label variable ER49329 "P43 WTR EMPLYR CONTRIB - WF" ; +label variable ER49330 "P44 AMT EMPLYR CONTRIB - WF" ; +label variable ER49331 "P44 EMPLYR CONTRIB PER - WF" ; +label variable ER49332 "P44 PCT EMPLYR CONTRIB - WF" ; +label variable ER49333 "P45 WTR PNSN W/PREV EMPLYR - WF" ; +label variable ER49334 "P46 TYPE PREV PENSION-#1 - WF" ; +label variable ER49335 "P47 ACCT AMT WHEN LEFT PREV EMP-#1 - WF" ; +label variable ER49336 "P47B WTR AMT GE 20,000-#1 - WF" ; +label variable ER49337 "P47C WTR AMT GE 50,000-#1 - WF" ; +label variable ER49338 "P47D WTR AMT GE 150,000-#1 - WF" ; +label variable ER49339 "P47E WTR AMT GE 5,000-#1 - WF" ; +label variable ER49340 "P48 WHAT DID W/PREV PNSN-#1 - WF" ; +label variable ER49341 "P49 AMT NOW PREV PNSN ACCT-#1 - WF" ; +label variable ER49342 "P49B WTR AMT GE 50,000-#1 - WF" ; +label variable ER49343 "P49C WTR AMT GE 100,000-#1 - WF" ; +label variable ER49344 "P49D WTR AMT GE 200,000-#1 - WF" ; +label variable ER49345 "P49E WTR AMT GE 20,000-#1 - WF" ; +label variable ER49346 "P50 AGE REC IF ANNUITY-#1 - WF" ; +label variable ER49347 "P51 AMT PREV ANNUITY-#1 - WF" ; +label variable ER49348 "P51 PREV ANNUITY PER-#1 - WF" ; +label variable ER49349 "P51B WTR AMT GE 400 PER MONTH-#1 - WF" ; +label variable ER49350 "P51C WTR AMT GE 1,200 PER MONTH-#1 - WF" ; +label variable ER49351 "P51D WTR AMT GE 1,600 PER MONTH-#1 - WF" ; +label variable ER49352 "P51E WTR AMT GE 200 PER MONTH-#1 - WF" ; +label variable ER49353 "P52 STATUS PREV PNSN MEN1-#1 - WF" ; +label variable ER49354 "P52 STATUS PREV PNSN MEN2-#1 - WF" ; +label variable ER49355 "P52 STATUS PREV PNSN MEN3-#1 - WF" ; +label variable ER49356 "P52 STATUS PREV PNSN MEN4-#1 - WF" ; +label variable ER49357 "P52 STATUS PREV PNSN MEN5-#1 - WF" ; +label variable ER49358 "P52 STATUS PREV PNSN MEN6-#1 - WF" ; +label variable ER49359 "P53 MO REC PREV PNSN-#1 - WF" ; +label variable ER49360 "P53 YR REC PREV PNSN-#1 - WF" ; +label variable ER49361 "P54 PREV PNSN BENEFIT AMT-#1 - WF" ; +label variable ER49362 "P54 BENEFIT PER-#1 - WF" ; +label variable ER49363 "P54B WTR AMT GE 400 PER MONTH-#1 - WF" ; +label variable ER49364 "P54C WTR AMT GE 1,200 PER MONTH-#1 - WF" ; +label variable ER49365 "P54D WTR AMT GE 1,600 PER MONTH-#1 - WF" ; +label variable ER49366 "P54E WTR AMT GE 200 PER MONTH-#1 - WF" ; +label variable ER49367 "P55 WTR BENEFITS COLA-#1 - WF" ; +label variable ER49368 "P56 WTR BENEFITS EVER COLA-#1 - WF" ; +label variable ER49369 "P57 PREV PNSN CASH SETTLEMNT AMT-#1 - WF" ; +label variable ER49370 "P57B WTR AMT GE 6,000-#1 - WF" ; +label variable ER49371 "P57C WTR AMT GE 60,000-#1 - WF" ; +label variable ER49372 "P57D WTR AMT GE 250,000-#1 - WF" ; +label variable ER49373 "P57E WTR AMT GE 2,000-#1 - WF" ; +label variable ER49374 "P58 WHAT DID W/CASH MEN1-#1 - WF" ; +label variable ER49375 "P58 WHAT DID W/CASH MEN2-#1 - WF" ; +label variable ER49376 "P58 WHAT DID W/CASH MEN3-#1 - WF" ; +label variable ER49377 "P58 WHAT DID W/CASH MEN4-#1 - WF" ; +label variable ER49378 "P58 WHAT DID W/CASH MEN5-#1 - WF" ; +label variable ER49379 "P58 WHAT DID W/CASH MEN6-#1 - WF" ; +label variable ER49380 "P59 PREV PNSN IRA AMT-#1 - WF" ; +label variable ER49381 "P59B WTR AMT GE 6,000-#1 - WF" ; +label variable ER49382 "P59C WTR AMT GE 60,000-#1 - WF" ; +label variable ER49383 "P59D WTR AMT GE 250,000-#1 - WF" ; +label variable ER49384 "P59E WTR AMT GE 2,000-#1 - WF" ; +label variable ER49385 "P60 # YRS IN PREV PLAN-#1 - WF" ; +label variable ER49386 "P61 AGE EXPECT REC PREV PNSN-#1 - WF" ; +label variable ER49387 "P62 AMT EXPECT REC PREV PNSN-#1 - WF" ; +label variable ER49388 "P62 PREV PNSN PER-#1 - WF" ; +label variable ER49389 "P62 PCT EXPECT REC PREV PNSN-#1 - WF" ; +label variable ER49390 "P62F WTR GE 40% OF PAY #1 - WF" ; +label variable ER49391 "P62G WTR GE 60% OF PAY #1 - WF" ; +label variable ER49392 "P62H WTR GE 80% OF PAY #1 - WF" ; +label variable ER49393 "P62J WTR GE 20% OF PAY #1 - WF" ; +label variable ER49394 "P63 ACCT AMT WHEN LEFT PREV EMP-#1 - WF" ; +label variable ER49395 "P63B WTR AMT GE 20,000-#1 - WF" ; +label variable ER49396 "P63C WTR AMT GE 50,000-#1 - WF" ; +label variable ER49397 "P63D WTR AMT GE 150,000-#1 - WF" ; +label variable ER49398 "P63E WTR AMT GE 5,000-#1 - WF" ; +label variable ER49399 "P64 WHAT DID W/PREV PNSN-#1 - WF" ; +label variable ER49400 "P65 ACCT AMT PREV PNSN NOW-#1 - WF" ; +label variable ER49401 "P65B WTR AMT GE 50,000-#1 - WF" ; +label variable ER49402 "P65C WTR AMT GE 100,000-#1 - WF" ; +label variable ER49403 "P65D WTR AMT GE 200,000-#1 - WF" ; +label variable ER49404 "P65E WTR AMT GE 20,000-#1 - WF" ; +label variable ER49405 "P66 AGE BEGAN REC ANNUITY-#1 - WF" ; +label variable ER49406 "P67 AMT PREV ANNUITY-#1 - WF" ; +label variable ER49407 "P67 PREV ANNUITY PER-#1 - WF" ; +label variable ER49408 "P67B WTR AMT GE 400 PER MONTH-#1 - WF" ; +label variable ER49409 "P67C WTR AMT GE 1,200 PER MONTH-#1 - WF" ; +label variable ER49410 "P67D WTR AMT GE 1,600 PER MONTH-#1 - WF" ; +label variable ER49411 "P67E WTR AMT GE 200 PER MONTH-#1 - WF" ; +label variable ER49412 "P68 AGE ELIG PREV PNSN-#1 - WF" ; +label variable ER49413 "P69 WTR SECOND PREV PENSION - WF" ; +label variable ER49414 "P46 TYPE PREV PENSION-#2 - WF" ; +label variable ER49415 "P47 ACCT AMT WHEN LEFT PREV EMP-#2 - WF" ; +label variable ER49416 "P47B WTR AMT GE 20,000-#2 - WF" ; +label variable ER49417 "P47C WTR AMT GE 50,000-#2 - WF" ; +label variable ER49418 "P47D WTR AMT GE 150,000-#2 - WF" ; +label variable ER49419 "P47E WTR AMT GE 5,000-#2 - WF" ; +label variable ER49420 "P48 WHAT DID W/PREV PNSN-#2 - WF" ; +label variable ER49421 "P49 AMT NOW PREV PNSN ACCT-#2 - WF" ; +label variable ER49422 "P49B WTR AMT GE 50,000-#2 - WF" ; +label variable ER49423 "P49C WTR AMT GE 100,000-#2 - WF" ; +label variable ER49424 "P49D WTR AMT GE 200,000-#2 - WF" ; +label variable ER49425 "P49E WTR AMT GE 20,000-#2 - WF" ; +label variable ER49426 "P50 AGE REC IF ANNUITY-#2 - WF" ; +label variable ER49427 "P51 AMT PREV ANNUITY-#2 - WF" ; +label variable ER49428 "P51 PREV ANNUITY PER-#2 - WF" ; +label variable ER49429 "P51B WTR AMT GE 400 PER MONTH-#2 - WF" ; +label variable ER49430 "P51C WTR AMT GE 1,200 PER MONTH-#2 - WF" ; +label variable ER49431 "P51D WTR AMT GE 1,600 PER MONTH-#2 - WF" ; +label variable ER49432 "P51E WTR AMT GE 200 PER MONTH-#2 - WF" ; +label variable ER49433 "P52 STATUS PREV PNSN MEN1-#2 - WF" ; +label variable ER49434 "P52 STATUS PREV PNSN MEN2-#2 - WF" ; +label variable ER49435 "P52 STATUS PREV PNSN MEN3-#2 - WF" ; +label variable ER49436 "P52 STATUS PREV PNSN MEN4-#2 - WF" ; +label variable ER49437 "P52 STATUS PREV PNSN MEN5-#2 - WF" ; +label variable ER49438 "P52 STATUS PREV PNSN MEN6-#2 - WF" ; +label variable ER49439 "P53 MO REC PREV PNSN-#2 - WF" ; +label variable ER49440 "P53 YR REC PREV PNSN-#2 - WF" ; +label variable ER49441 "P54 PREV PNSN BENEFIT AMT-#2 - WF" ; +label variable ER49442 "P54 BENEFIT PER-#2 - WF" ; +label variable ER49443 "P54B WTR AMT GE 400 PER MONTH-#2 - WF" ; +label variable ER49444 "P54C WTR AMT GE 1,200 PER MONTH-#2 - WF" ; +label variable ER49445 "P54D WTR AMT GE 1,600 PER MONTH-#2 - WF" ; +label variable ER49446 "P54E WTR AMT GE 200 PER MONTH-#2 - WF" ; +label variable ER49447 "P55 WTR BENEFITS COLA-#2 - WF" ; +label variable ER49448 "P56 WTR BENEFITS EVER COLA-#2 - WF" ; +label variable ER49449 "P57 PREV PNSN CASH SETTLEMNT AMT-#2 - WF" ; +label variable ER49450 "P57B WTR AMT GE 6,000-#2 - WF" ; +label variable ER49451 "P57C WTR AMT GE 60,000-#2 - WF" ; +label variable ER49452 "P57D WTR AMT GE 250,000-#2 - WF" ; +label variable ER49453 "P57E WTR AMT GE 2,000-#2 - WF" ; +label variable ER49454 "P58 WHAT DID W/CASH MEN1-#2 - WF" ; +label variable ER49455 "P58 WHAT DID W/CASH MEN2-#2 - WF" ; +label variable ER49456 "P58 WHAT DID W/CASH MEN3-#2 - WF" ; +label variable ER49457 "P58 WHAT DID W/CASH MEN4-#2 - WF" ; +label variable ER49458 "P58 WHAT DID W/CASH MEN5-#2 - WF" ; +label variable ER49459 "P58 WHAT DID W/CASH MEN6-#2 - WF" ; +label variable ER49460 "P59 PREV PNSN IRA AMT-#2 - WF" ; +label variable ER49461 "P59B WTR AMT GE 6,000-#2 - WF" ; +label variable ER49462 "P59C WTR AMT GE 60,000-#2 - WF" ; +label variable ER49463 "P59D WTR AMT GE 250,000-#2 - WF" ; +label variable ER49464 "P59E WTR AMT GE 2,000-#2 - WF" ; +label variable ER49465 "P60 # YRS IN PREV PLAN-#2 - WF" ; +label variable ER49466 "P61 AGE EXPECT REC PREV PNSN-#2 - WF" ; +label variable ER49467 "P62 AMT EXPECT REC PREV PNSN-#2 - WF" ; +label variable ER49468 "P62 PREV PNSN PER-#2 - WF" ; +label variable ER49469 "P62 PCT EXPECT REC PREV PNSN-#2 - WF" ; +label variable ER49470 "P62F WTR GE 40% OF PAY #2 - WF" ; +label variable ER49471 "P62G WTR GE 60% OF PAY #2 - WF" ; +label variable ER49472 "P62H WTR GE 80% OF PAY #2 - WF" ; +label variable ER49473 "P62J WTR GE 20% OF PAY #2 - WF" ; +label variable ER49474 "P63 ACCT AMT WHEN LEFT PREV EMP-#2 - WF" ; +label variable ER49475 "P63B WTR AMT GE 20,000-#2 - WF" ; +label variable ER49476 "P63C WTR AMT GE 50,000-#2 - WF" ; +label variable ER49477 "P63D WTR AMT GE 150,000-#2 - WF" ; +label variable ER49478 "P63E WTR AMT GE 5,000-#2 - WF" ; +label variable ER49479 "P64 WHAT DID W/PREV PNSN-#2 - WF" ; +label variable ER49480 "P65 ACCT AMT PREV PNSN NOW-#2 - WF" ; +label variable ER49481 "P65B WTR AMT GE 50,000-#2 - WF" ; +label variable ER49482 "P65C WTR AMT GE 100,000-#2 - WF" ; +label variable ER49483 "P65D WTR AMT GE 200,000-#2 - WF" ; +label variable ER49484 "P65E WTR AMT GE 20,000-#2 - WF" ; +label variable ER49485 "P66 AGE BEGAN REC ANNUITY-#2 - WF" ; +label variable ER49486 "P67 AMT PREV ANNUITY-#2 - WF" ; +label variable ER49487 "P67 PREV ANNUITY PER-#2 - WF" ; +label variable ER49488 "P67B WTR AMT GE 400 PER MONTH-#2 - WF" ; +label variable ER49489 "P67C WTR AMT GE 1,200 PER MONTH-#2 - WF" ; +label variable ER49490 "P67D WTR AMT GE 1,600 PER MONTH-#2 - WF" ; +label variable ER49491 "P67E WTR AMT GE 200 PER MONTH-#2 - WF" ; +label variable ER49492 "P68 AGE ELIG PREV PNSN-#2 - WF" ; +label variable ER49493 "P69 WTR 3RD PREV PENSION - WF" ; +label variable ER49494 "H1 HEALTH STATUS-HEAD" ; +label variable ER49495 "H1A WTR HLTH BETTER/WORSE-HEAD" ; +label variable ER49496 "H1B WTR HEALTH BETTER-HEAD" ; +label variable ER49497 "H1C WTR HEALTH WORSE-HEAD" ; +label variable ER49498 "H2 WTR LIMIT TYPE/AMT WRK- HEAD" ; +label variable ER49499 "H3 WTR UNABLE TO DO SOME TYPES WORK-HD" ; +label variable ER49500 "H4 WTR LIMIT AMT WRK CAN DO-HEAD" ; +label variable ER49501 "H5A WTR HAD STROKE-HEAD" ; +label variable ER49502 "H5A WTR EDITED-HEAD" ; +label variable ER49503 "H6A1 AGE AT FIRST STROKE-HEAD" ; +label variable ER49504 "H6A2 WTR SECOND STROKE-HEAD" ; +label variable ER49505 "H7A WTR STROKE LIMIT DAILY ACTIVITY-HD" ; +label variable ER49506 "H7A2 WTR TAKING MEDS FOR STROKE-HD" ; +label variable ER49507 "H5B WTR HEART ATTACK-HEAD" ; +label variable ER49508 "H5B WTR EDITED-HEAD" ; +label variable ER49509 "H6B1 AGE AT FIRST HEART ATTACK-HD" ; +label variable ER49510 "H6B2 WTR SECOND HEART ATTACK-HD" ; +label variable ER49511 "H7B WTR HEART ATTACK LIMIT ACTIVITY-HD" ; +label variable ER49512 "H7B2 WTR TAKING MEDS FOR HEART ATTACK-HD" ; +label variable ER49513 "H5C WTR HEART DISEASE-HEAD" ; +label variable ER49514 "H5C WTR EDITED-HEAD" ; +label variable ER49515 "H6C1 AGE FIRST HAD HEART DISEASE-HD" ; +label variable ER49516 "H7C WTR HRT DISEASE LIMIT ACTIVITY-HD" ; +label variable ER49517 "H7C2 WTR TAKING MEDS HEART DISEASE-HD" ; +label variable ER49518 "H5D WTR HYPERTENSION-HEAD" ; +label variable ER49519 "H5D WTR EDITED-HEAD" ; +label variable ER49520 "H6D1 AGE FIRST HAD HYPERTENSION-HD" ; +label variable ER49521 "H7D WTR HYPERTENSION LIMIT ACTIVITY-HD" ; +label variable ER49522 "H7D2 WTR TAKING MEDS FOR HYPERTENSION-HD" ; +label variable ER49523 "H5E WTR ASTHMA-HEAD" ; +label variable ER49524 "H5E WTR EDITED-HEAD" ; +label variable ER49525 "H6E1 AGE FIRST HAD ASTHMA-HEAD" ; +label variable ER49526 "H7E WTR ASTHMA LIMIT DAILY ACTIVITY-HD" ; +label variable ER49527 "H7E2 WTR TAKING MEDS FOR ASTHMA-HD" ; +label variable ER49528 "H5F WTR LUNG DISEASE-HEAD" ; +label variable ER49529 "H5F WTR EDITED-HEAD" ; +label variable ER49530 "H6F1 AGE FIRST HAD LUNG DISEASE-HD" ; +label variable ER49531 "H7F WTR LUNG DISEASE LIMIT ACTIVITY-HD" ; +label variable ER49532 "H7F2 WTR TAKING MEDS FOR LUNG DISEASE-HD" ; +label variable ER49533 "H5G WTR DIABETES-HEAD" ; +label variable ER49534 "H5G WTR EDITED-HEAD" ; +label variable ER49535 "H6G1 AGE FIRST HAD DIABETES-HEAD" ; +label variable ER49536 "H7G WTR DIABETES LIMIT ACTIVITY-HD" ; +label variable ER49537 "H7G2 WTR TAKING MEDS FOR DIABETES-HD" ; +label variable ER49538 "H5H WTR ARTHRITIS-HEAD" ; +label variable ER49539 "H5H WTR EDITED-HEAD" ; +label variable ER49540 "H6H1 AGE FIRST HAD ARTHRITIS-HEAD" ; +label variable ER49541 "H7H WTR ARTHRITIS LIMIT ACTIVITY-HD" ; +label variable ER49542 "H7H2 WTR TAKING MEDS FOR ARTHRITIS-HD" ; +label variable ER49543 "H5I WTR MEMORY LOSS-HEAD" ; +label variable ER49544 "H5I WTR EDITED-HEAD" ; +label variable ER49545 "H6I1 AGE FIRST HAD MEMORY LOSS-HD" ; +label variable ER49546 "H7I WTR MEMORY LOSS LIMIT ACTIVITY-HD" ; +label variable ER49547 "H7I2 WTR TAKING MEDS FOR MEMORY LOSS-HD" ; +label variable ER49548 "H5J WTR LEARNING DISORDER-HEAD" ; +label variable ER49549 "H5J WTR EDITED-HEAD" ; +label variable ER49550 "H6J1 AGE FIRST HAD LRNG DISORDER-HD" ; +label variable ER49551 "H7J WTR LRNG DISORDR LIMIT ACTIVITY-HD" ; +label variable ER49552 "H7J2 WTR TAKING MEDS FOR LRNG DISORDR-HD" ; +label variable ER49553 "H5K WTR CANCER-HEAD" ; +label variable ER49554 "H5K WTR EDITED-HEAD" ; +label variable ER49555 "H6K1 AGE FIRST HAD CANCER-HEAD" ; +label variable ER49556 "H6K3 WTR TREATING, RMSSN, OR CURED-HD" ; +label variable ER49557 "H6K4 TYPE OF CANCER MENTION 1-HEAD" ; +label variable ER49558 "H6K4 WTR EDITED (MEN 1)-HEAD" ; +label variable ER49559 "H6K4 TYPE OF CANCER MENTION 2-HEAD" ; +label variable ER49560 "H6K4 WTR EDITED (MEN 2)-HEAD" ; +label variable ER49561 "H7K WTR CANCER LIMIT ACTIVITY-HEAD" ; +label variable ER49562 "H5L WTR PSYCH PROBLEM-HEAD" ; +label variable ER49563 "H5L WTR EDITED-HEAD" ; +label variable ER49564 "H6L1 AGE FIRST HAD PSYCH PROB-HEAD" ; +label variable ER49565 "H6L2 TYPE OF PSYCH PROB MENTION 1-HD" ; +label variable ER49566 "H6L2 WTR EDITED (MEN1) -HEAD" ; +label variable ER49567 "H6L2 TYPE OF PSYCH PROB MENTION 2-HD" ; +label variable ER49568 "H6L2 WTR EDITED (MEN2) -HEAD" ; +label variable ER49569 "H6L2 TYPE OF PSYCH PROB MENTION 3-HD" ; +label variable ER49570 "H6L2 WTR EDITED (MEN3) -HEAD" ; +label variable ER49571 "H7L WTR PSYCH PROB LIMIT ACTIVITY-HD" ; +label variable ER49572 "H7L2 WTR TAKING MEDS FOR NERVES-HD" ; +label variable ER49573 "H5M WTR OTR CHRONIC CONDITION-HD" ; +label variable ER49574 "H6M1 TYPE OTR CHRONIC CONDITION-HD" ; +label variable ER49575 "H6M2 AGE FIRST HAD CHRON COND-HEAD" ; +label variable ER49576 "H7M WTR CHRON COND LIMIT ACTIVITY-HD" ; +label variable ER49577 "H7M2 WTR TAKING MEDS FOR OTR CHRON-HD" ; +label variable ER49578 "H8 WTR HOSPITALIZED IN 2010-HEAD" ; +label variable ER49579 "H8A # NIGHTS IN HOSPITAL-HEAD" ; +label variable ER49580 "H8A # WEEKS IN HOSPITAL-HEAD" ; +label variable ER49581 "H9A WTR PROBLEM BATHING-HEAD" ; +label variable ER49582 "H10A1 WTR SOMEONE HELPS BATHE-HD" ; +label variable ER49583 "H10A2 WTR NEED EQUIP TO BATHE-HD" ; +label variable ER49584 "H9B WTR PROBLEM DRESSING-HEAD" ; +label variable ER49585 "H10B1 WTR SOMEONE HELPS DRESS-HD" ; +label variable ER49586 "H10B2 WTR NEED EQUIP TO DRESS-HD" ; +label variable ER49587 "H9C WTR PROBLEM EATING-HEAD" ; +label variable ER49588 "H10C1 WTR SOMEONE HELPS EATNG-HD" ; +label variable ER49589 "H10C2 WTR NEED EQUIP TO EAT-HD" ; +label variable ER49590 "H9D WTR PROB GET IN/OUT BED/CHAIR-HD" ; +label variable ER49591 "H10D1 WTR SOMEONE HELPS BED/CHAIR-HD" ; +label variable ER49592 "H10D2 WTR NEED EQUIP FOR BED/CHAIR-HD" ; +label variable ER49593 "H9E WTR PROBLEM WALKING-HEAD" ; +label variable ER49594 "H10E1 WTR SOMEONE HELPS WALK-HD" ; +label variable ER49595 "H10E2 WTR NEED EQUIP TO WALK-HD" ; +label variable ER49596 "H9F WTR PROBLEM GETTING OUTSIDE-HD" ; +label variable ER49597 "H10F1 WTR SOMEONE HELPS GET OUT-HD" ; +label variable ER49598 "H10F2 WTR NEED EQUIP TO GO OUTSIDE-HD" ; +label variable ER49599 "H9G WTR PROBLEM USE TOILET-HD" ; +label variable ER49600 "H10G1 WTR SOMEONE HELPS TOILET-HD" ; +label variable ER49601 "H10G2 WTR NEED EQUIP TO USE TOILET-HD" ; +label variable ER49602 "H11A WTR DIFFICULT PREPARE MEALS-HD" ; +label variable ER49603 "H11B HEALTH/PHYSICAL PROBLEM?-HD" ; +label variable ER49604 "H11C WTR DIFFICULT SHOPPING-HD" ; +label variable ER49605 "H11D HEALTH/PHYSICAL PROBLEM?-HD" ; +label variable ER49606 "H11E WTR DIFFICULT MANAGE MONEY-HD" ; +label variable ER49607 "H11F HEALTH/PHYSICAL PROBLEM?-HD" ; +label variable ER49608 "H11G WTR TELEPHONE DIFFICULT-HD" ; +label variable ER49609 "H11H HEALTH/PHYSICAL PROBLEM?-HD" ; +label variable ER49610 "H11J WTR HEAVY HSWRK DIFFICULT-HD" ; +label variable ER49611 "H11K HEALTH/PHYSICAL PROBLEM?-HD" ; +label variable ER49612 "H11L WTR LIGHT HSWRK DIFFICULT-HD" ; +label variable ER49613 "H11M HEALTH/PHYSICAL PROBLEM?-HD" ; +label variable ER49614 "H12A FREQ OF HVY PHYSICAL ACTIVITY-HD" ; +label variable ER49615 "H12A TIME UNIT FOR HVY PHYS ACTIVITY-HD" ; +label variable ER49616 "H12B FREQ OF LITE PHYSICAL ACTIVITY-HD" ; +label variable ER49617 "H12B TIME UNIT FOR LITE PHYS ACTIVITY-HD" ; +label variable ER49618 "H12C FREQ OF STRENGTH PHYS ACTIVITY-HD" ; +label variable ER49619 "H12C TIME UNIT STRNGTH PHYS ACTVTY-HD" ; +label variable ER49620 "H13 WTR SMOKE CIGARETTES-HD" ; +label variable ER49621 "H14 # CIGARETTES PER DAY-HD" ; +label variable ER49622 "H15 AGE WHEN FIRST SMOKED-HD" ; +label variable ER49623 "H16 WTR EVER SMOKED CIGARETTES-HD" ; +label variable ER49624 "H17 # CIGARETTES PER DAY-HD" ; +label variable ER49625 "H18 AGE LAST SMOKED REGULARLY-HD" ; +label variable ER49626 "H19 AGE FIRST SMOKED REGULARLY-HD" ; +label variable ER49627 "H20 WTR DRINK ALCOHOL-HEAD" ; +label variable ER49628 "H21A HOW OFTEN HAVE DRINKS-HD" ; +label variable ER49629 "H21B # ALCOHOLIC DRINKS PER DAY-HD" ; +label variable ER49630 "H21C # DAYS HAD 4-5 DRINKS-HEAD" ; +label variable ER49631 "H22 WEIGHT IN POUNDS-HEAD" ; +label variable ER49632 "H22 WEIGHT IN KILOS-HEAD" ; +label variable ER49633 "H23 HEIGHT-FEET-HEAD" ; +label variable ER49634 "H23 HEIGHT-INCHES-HEAD" ; +label variable ER49635 "H23 HEIGHT IN METERS-HEAD" ; +label variable ER49636 "H25H HEALTH STATUS B4 AGE 17--HD" ; +label variable ER49637 "H26H WTR MISSED MO OR MORE SCHOOL--HD" ; +label variable ER49638 "H27H WTR MEASLES B4 AGE 17--HD" ; +label variable ER49639 "H28H WTR MUMPS B4 AGE 17--HD" ; +label variable ER49640 "H29H WTR CHICKEN POX B4 AGE 17--HD" ; +label variable ER49641 "H30H WTR DIFF SEEING B4 AGE 17--HD" ; +label variable ER49642 "H31H PARENTS SMOKED B4 HD AGE 17?--HD" ; +label variable ER49643 "H32H WTR ASTHMA B4 AGE 17--HD" ; +label variable ER49644 "H33H WTR DIABETES B4 AGE 17--HD" ; +label variable ER49645 "H34H WTR RESP DIS B4 AGE 17--HD" ; +label variable ER49646 "H35H WTR SPCH IMPAIR B4 AGE 17--HD" ; +label variable ER49647 "H36H WTR ALLERGY B4 AGE 17--HD" ; +label variable ER49648 "H37H WTR HEART TRBL B4 AGE 17--HD" ; +label variable ER49649 "H38H WTR EAR PROB B4 AGE 17--HD" ; +label variable ER49650 "H39H WTR EPILEPSY B4 AGE 17--HD" ; +label variable ER49651 "H40H WTR HEADACHE B4 AGE 17--HD" ; +label variable ER49652 "H41H WTR STOM PROB B4 AGE 17--HD" ; +label variable ER49653 "H42H WTR HGH BLOOD PR B4 AGE 17--HD" ; +label variable ER49654 "H43H WTR DEPRESSION B4 AGE 17--HD" ; +label variable ER49655 "H44H WTR DRUG/AL PROB B4 AGE 17--HD" ; +label variable ER49656 "H45H WTR OTR PSYCH PROB B4 AGE 17--HD" ; +label variable ER49657 "HEHC SLF RPT: YEAR 1ST REPORT--HD" ; +label variable ER49658 "HEHC SLF RPT: PAR SEP B4 AGE 1--HD" ; +label variable ER49659 "HEHC SLF RPT: PAR SEP AGE 1--HD" ; +label variable ER49660 "HEHC SLF RPT: PAR SEP AGE 2--HD" ; +label variable ER49661 "HEHC SLF RPT: PAR SEP AGE 3--HD" ; +label variable ER49662 "HEHC SLF RPT: PAR SEP AGE 4--HD" ; +label variable ER49663 "HEHC SLF RPT: PAR SEP AGE 5--HD" ; +label variable ER49664 "HEHC SLF RPT: PAR SEP AGE 6--HD" ; +label variable ER49665 "HEHC SLF RPT: PAR SEP AGE 7--HD" ; +label variable ER49666 "HEHC SLF RPT: PAR SEP AGE 8--HD" ; +label variable ER49667 "HEHC SLF RPT: PAR SEP AGE 9--HD" ; +label variable ER49668 "HEHC SLF RPT: PAR SEP AGE 10--HD" ; +label variable ER49669 "HEHC SLF RPT: PAR SEP AGE 11--HD" ; +label variable ER49670 "HEHC SLF RPT: PAR SEP AGE 12--HD" ; +label variable ER49671 "HEHC SLF RPT: PAR SEP AGE 13--HD" ; +label variable ER49672 "HEHC SLF RPT: PAR SEP AGE 14--HD" ; +label variable ER49673 "HEHC SLF RPT: PAR SEP AGE 15--HD" ; +label variable ER49674 "HEHC SLF RPT: PAR SEP AGE 16--HD" ; +label variable ER49675 "HEHC SLF RPT: MOVE B4 AGE 1--HD" ; +label variable ER49676 "HEHC SLF RPT: MOVE AGE 1--HD" ; +label variable ER49677 "HEHC SLF RPT: MOVE AGE 2--HD" ; +label variable ER49678 "HEHC SLF RPT: MOVE AGE 3--HD" ; +label variable ER49679 "HEHC SLF RPT: MOVE AGE 4--HD" ; +label variable ER49680 "HEHC SLF RPT: MOVE AGE 5--HD" ; +label variable ER49681 "HEHC SLF RPT: MOVE AGE 6--HD" ; +label variable ER49682 "HEHC SLF RPT: MOVE AGE 7--HD" ; +label variable ER49683 "HEHC SLF RPT: MOVE AGE 8--HD" ; +label variable ER49684 "HEHC SLF RPT: MOVE AGE 9--HD" ; +label variable ER49685 "HEHC SLF RPT: MOVE AGE 10--HD" ; +label variable ER49686 "HEHC SLF RPT: MOVE AGE 11--HD" ; +label variable ER49687 "HEHC SLF RPT: MOVE AGE 12--HD" ; +label variable ER49688 "HEHC SLF RPT: MOVE AGE 13--HD" ; +label variable ER49689 "HEHC SLF RPT: MOVE AGE 14--HD" ; +label variable ER49690 "HEHC SLF RPT: MOVE AGE 15--HD" ; +label variable ER49691 "HEHC SLF RPT: MOVE AGE 16--HD" ; +label variable ER49692 "HEHC SLF RPT: SCHOOL B4 AGE 1--HD" ; +label variable ER49693 "HEHC SLF RPT: SCHOOL AGE 1--HD" ; +label variable ER49694 "HEHC SLF RPT: SCHOOL AGE 2--HD" ; +label variable ER49695 "HEHC SLF RPT: SCHOOL AGE 3--HD" ; +label variable ER49696 "HEHC SLF RPT: SCHOOL AGE 4--HD" ; +label variable ER49697 "HEHC SLF RPT: SCHOOL AGE 5--HD" ; +label variable ER49698 "HEHC SLF RPT: SCHOOL AGE 6--HD" ; +label variable ER49699 "HEHC SLF RPT: SCHOOL AGE 7--HD" ; +label variable ER49700 "HEHC SLF RPT: SCHOOL AGE 8--HD" ; +label variable ER49701 "HEHC SLF RPT: SCHOOL AGE 9--HD" ; +label variable ER49702 "HEHC SLF RPT: SCHOOL AGE 10--HD" ; +label variable ER49703 "HEHC SLF RPT: SCHOOL AGE 11--HD" ; +label variable ER49704 "HEHC SLF RPT: SCHOOL AGE 12--HD" ; +label variable ER49705 "HEHC SLF RPT: SCHOOL AGE 13--HD" ; +label variable ER49706 "HEHC SLF RPT: SCHOOL AGE 14--HD" ; +label variable ER49707 "HEHC SLF RPT: SCHOOL AGE 15--HD" ; +label variable ER49708 "HEHC SLF RPT: SCHOOL AGE 16--HD" ; +label variable ER49709 "HEHC SLF RPT: ASTHMA B4 AGE 1--HD" ; +label variable ER49710 "HEHC SLF RPT: ASTHMA AGE 1--HD" ; +label variable ER49711 "HEHC SLF RPT: ASTHMA AGE 2--HD" ; +label variable ER49712 "HEHC SLF RPT: ASTHMA AGE 3--HD" ; +label variable ER49713 "HEHC SLF RPT: ASTHMA AGE 4--HD" ; +label variable ER49714 "HEHC SLF RPT: ASTHMA AGE 5--HD" ; +label variable ER49715 "HEHC SLF RPT: ASTHMA AGE 6--HD" ; +label variable ER49716 "HEHC SLF RPT: ASTHMA AGE 7--HD" ; +label variable ER49717 "HEHC SLF RPT: ASTHMA AGE 8--HD" ; +label variable ER49718 "HEHC SLF RPT: ASTHMA AGE 9--HD" ; +label variable ER49719 "HEHC SLF RPT: ASTHMA AGE 10--HD" ; +label variable ER49720 "HEHC SLF RPT: ASTHMA AGE 11--HD" ; +label variable ER49721 "HEHC SLF RPT: ASTHMA AGE 12--HD" ; +label variable ER49722 "HEHC SLF RPT: ASTHMA AGE 13--HD" ; +label variable ER49723 "HEHC SLF RPT: ASTHMA AGE 14--HD" ; +label variable ER49724 "HEHC SLF RPT: ASTHMA AGE 15--HD" ; +label variable ER49725 "HEHC SLF RPT: ASTHMA AGE 16--HD" ; +label variable ER49726 "HEHC SLF RPT: ASTHMA AGE 17+--HD" ; +label variable ER49727 "HEHC SLF RPT: AGE END ASTHMA--HD" ; +label variable ER49728 "HEHC SLF RPT: DIABETES B4 AGE 1--HD" ; +label variable ER49729 "HEHC SLF RPT: DIABETES AGE 1--HD" ; +label variable ER49730 "HEHC SLF RPT: DIABETES AGE 2--HD" ; +label variable ER49731 "HEHC SLF RPT: DIABETES AGE 3--HD" ; +label variable ER49732 "HEHC SLF RPT: DIABETES AGE 4--HD" ; +label variable ER49733 "HEHC SLF RPT: DIABETES AGE 5--HD" ; +label variable ER49734 "HEHC SLF RPT: DIABETES AGE 6--HD" ; +label variable ER49735 "HEHC SLF RPT: DIABETES AGE 7--HD" ; +label variable ER49736 "HEHC SLF RPT: DIABETES AGE 8--HD" ; +label variable ER49737 "HEHC SLF RPT: DIABETES AGE 9--HD" ; +label variable ER49738 "HEHC SLF RPT: DIABETES AGE 10--HD" ; +label variable ER49739 "HEHC SLF RPT: DIABETES AGE 11--HD" ; +label variable ER49740 "HEHC SLF RPT: DIABETES AGE 12--HD" ; +label variable ER49741 "HEHC SLF RPT: DIABETES AGE 13--HD" ; +label variable ER49742 "HEHC SLF RPT: DIABETES AGE 14--HD" ; +label variable ER49743 "HEHC SLF RPT: DIABETES AGE 15--HD" ; +label variable ER49744 "HEHC SLF RPT: DIABETES AGE 16--HD" ; +label variable ER49745 "HEHC SLF RPT: DIABETES AGE 17+--HD" ; +label variable ER49746 "HEHC SLF RPT: AGE END DIABETES--HD" ; +label variable ER49747 "HEHC SLF RPT: RESP DIS B4 AGE 1--HD" ; +label variable ER49748 "HEHC SLF RPT: RESP DIS AGE 1--HD" ; +label variable ER49749 "HEHC SLF RPT: RESP DIS AGE 2--HD" ; +label variable ER49750 "HEHC SLF RPT: RESP DIS AGE 3--HD" ; +label variable ER49751 "HEHC SLF RPT: RESP DIS AGE 4--HD" ; +label variable ER49752 "HEHC SLF RPT: RESP DIS AGE 5--HD" ; +label variable ER49753 "HEHC SLF RPT: RESP DIS AGE 6--HD" ; +label variable ER49754 "HEHC SLF RPT: RESP DIS AGE 7--HD" ; +label variable ER49755 "HEHC SLF RPT: RESP DIS AGE 8--HD" ; +label variable ER49756 "HEHC SLF RPT: RESP DIS AGE 9--HD" ; +label variable ER49757 "HEHC SLF RPT: RESP DIS AGE 10--HD" ; +label variable ER49758 "HEHC SLF RPT: RESP DIS AGE 11--HD" ; +label variable ER49759 "HEHC SLF RPT: RESP DIS AGE 12--HD" ; +label variable ER49760 "HEHC SLF RPT: RESP DIS AGE 13--HD" ; +label variable ER49761 "HEHC SLF RPT: RESP DIS AGE 14--HD" ; +label variable ER49762 "HEHC SLF RPT: RESP DIS AGE 15--HD" ; +label variable ER49763 "HEHC SLF RPT: RESP DIS AGE 16--HD" ; +label variable ER49764 "HEHC SLF RPT: RESP DIS AGE 17+--HD" ; +label variable ER49765 "HEHC SLF RPT: AGE END RESP DIS--HD" ; +label variable ER49766 "HEHC SLF RPT: SPCH IMPAIR B4 AGE 1--HD" ; +label variable ER49767 "HEHC SLF RPT: SPCH IMPAIR AGE 1--HD" ; +label variable ER49768 "HEHC SLF RPT: SPCH IMPAIR AGE 2--HD" ; +label variable ER49769 "HEHC SLF RPT: SPCH IMPAIR AGE 3--HD" ; +label variable ER49770 "HEHC SLF RPT: SPCH IMPAIR AGE 4--HD" ; +label variable ER49771 "HEHC SLF RPT: SPCH IMPAIR AGE 5--HD" ; +label variable ER49772 "HEHC SLF RPT: SPCH IMPAIR AGE 6--HD" ; +label variable ER49773 "HEHC SLF RPT: SPCH IMPAIR AGE 7--HD" ; +label variable ER49774 "HEHC SLF RPT: SPCH IMPAIR AGE 8--HD" ; +label variable ER49775 "HEHC SLF RPT: SPCH IMPAIR AGE 9--HD" ; +label variable ER49776 "HEHC SLF RPT: SPCH IMPAIR AGE 10--HD" ; +label variable ER49777 "HEHC SLF RPT: SPCH IMPAIR AGE 11--HD" ; +label variable ER49778 "HEHC SLF RPT: SPCH IMPAIR AGE 12--HD" ; +label variable ER49779 "HEHC SLF RPT: SPCH IMPAIR AGE 13--HD" ; +label variable ER49780 "HEHC SLF RPT: SPCH IMPAIR AGE 14--HD" ; +label variable ER49781 "HEHC SLF RPT: SPCH IMPAIR AGE 15--HD" ; +label variable ER49782 "HEHC SLF RPT: SPCH IMPAIR AGE 16--HD" ; +label variable ER49783 "HEHC SLF RPT: SPCH IMPAIR AGE 17+--HD" ; +label variable ER49784 "HEHC SLF RPT: AGE END SPCH IMPAIR--HD" ; +label variable ER49785 "HEHC SLF RPT: ALLERGY B4 AGE 1--HD" ; +label variable ER49786 "HEHC SLF RPT: ALLERGY AGE 1--HD" ; +label variable ER49787 "HEHC SLF RPT: ALLERGY AGE 2--HD" ; +label variable ER49788 "HEHC SLF RPT: ALLERGY AGE 3--HD" ; +label variable ER49789 "HEHC SLF RPT: ALLERGY AGE 4--HD" ; +label variable ER49790 "HEHC SLF RPT: ALLERGY AGE 5--HD" ; +label variable ER49791 "HEHC SLF RPT: ALLERGY AGE 6--HD" ; +label variable ER49792 "HEHC SLF RPT: ALLERGY AGE 7--HD" ; +label variable ER49793 "HEHC SLF RPT: ALLERGY AGE 8--HD" ; +label variable ER49794 "HEHC SLF RPT: ALLERGY AGE 9--HD" ; +label variable ER49795 "HEHC SLF RPT: ALLERGY AGE 10--HD" ; +label variable ER49796 "HEHC SLF RPT: ALLERGY AGE 11--HD" ; +label variable ER49797 "HEHC SLF RPT: ALLERGY AGE 12--HD" ; +label variable ER49798 "HEHC SLF RPT: ALLERGY AGE 13--HD" ; +label variable ER49799 "HEHC SLF RPT: ALLERGY AGE 14--HD" ; +label variable ER49800 "HEHC SLF RPT: ALLERGY AGE 15--HD" ; +label variable ER49801 "HEHC SLF RPT: ALLERGY AGE 16--HD" ; +label variable ER49802 "HEHC SLF RPT: ALLERGY AGE 17+--HD" ; +label variable ER49803 "HEHC SLF RPT: AGE END ALLERGY--HD" ; +label variable ER49804 "HEHC SLF RPT: HEART TRBL B4 AGE 1--HD" ; +label variable ER49805 "HEHC SLF RPT: HEART TRBL AGE 1--HD" ; +label variable ER49806 "HEHC SLF RPT: HEART TRBL AGE 2--HD" ; +label variable ER49807 "HEHC SLF RPT: HEART TRBL AGE 3--HD" ; +label variable ER49808 "HEHC SLF RPT: HEART TRBL AGE 4--HD" ; +label variable ER49809 "HEHC SLF RPT: HEART TRBL AGE 5--HD" ; +label variable ER49810 "HEHC SLF RPT: HEART TRBL AGE 6--HD" ; +label variable ER49811 "HEHC SLF RPT: HEART TRBL AGE 7--HD" ; +label variable ER49812 "HEHC SLF RPT: HEART TRBL AGE 8--HD" ; +label variable ER49813 "HEHC SLF RPT: HEART TRBL AGE 9--HD" ; +label variable ER49814 "HEHC SLF RPT: HEART TRBL AGE 10--HD" ; +label variable ER49815 "HEHC SLF RPT: HEART TRBL AGE 11--HD" ; +label variable ER49816 "HEHC SLF RPT: HEART TRBL AGE 12--HD" ; +label variable ER49817 "HEHC SLF RPT: HEART TRBL AGE 13--HD" ; +label variable ER49818 "HEHC SLF RPT: HEART TRBL AGE 14--HD" ; +label variable ER49819 "HEHC SLF RPT: HEART TRBL AGE 15--HD" ; +label variable ER49820 "HEHC SLF RPT: HEART TRBL AGE 16--HD" ; +label variable ER49821 "HEHC SLF RPT: HEART TRBL AGE 17+--HD" ; +label variable ER49822 "HEHC SLF RPT: AGE END HEART TRBL--HD" ; +label variable ER49823 "HEHC SLF RPT: EAR PROBS B4 AGE 1--HD" ; +label variable ER49824 "HEHC SLF RPT: EAR PROBS AGE 1--HD" ; +label variable ER49825 "HEHC SLF RPT: EAR PROBS AGE 2--HD" ; +label variable ER49826 "HEHC SLF RPT: EAR PROBS AGE 3--HD" ; +label variable ER49827 "HEHC SLF RPT: EAR PROBS AGE 4--HD" ; +label variable ER49828 "HEHC SLF RPT: EAR PROBS AGE 5--HD" ; +label variable ER49829 "HEHC SLF RPT: EAR PROBS AGE 6--HD" ; +label variable ER49830 "HEHC SLF RPT: EAR PROBS AGE 7--HD" ; +label variable ER49831 "HEHC SLF RPT: EAR PROBS AGE 8--HD" ; +label variable ER49832 "HEHC SLF RPT: EAR PROBS AGE 9--HD" ; +label variable ER49833 "HEHC SLF RPT: EAR PROBS AGE 10--HD" ; +label variable ER49834 "HEHC SLF RPT: EAR PROBS AGE 11--HD" ; +label variable ER49835 "HEHC SLF RPT: EAR PROBS AGE 12--HD" ; +label variable ER49836 "HEHC SLF RPT: EAR PROBS AGE 13--HD" ; +label variable ER49837 "HEHC SLF RPT: EAR PROBS AGE 14--HD" ; +label variable ER49838 "HEHC SLF RPT: EAR PROBS AGE 15--HD" ; +label variable ER49839 "HEHC SLF RPT: EAR PROBS AGE 16--HD" ; +label variable ER49840 "HEHC SLF RPT: EAR PROBS AGE 17+--HD" ; +label variable ER49841 "HEHC SLF RPT: AGE END EAR PROBS--HD" ; +label variable ER49842 "HEHC SLF RPT: EPILEPSY B4 AGE 1--HD" ; +label variable ER49843 "HEHC SLF RPT: EPILEPSY AGE 1--HD" ; +label variable ER49844 "HEHC SLF RPT: EPILEPSY AGE 2--HD" ; +label variable ER49845 "HEHC SLF RPT: EPILEPSY AGE 3--HD" ; +label variable ER49846 "HEHC SLF RPT: EPILEPSY AGE 4--HD" ; +label variable ER49847 "HEHC SLF RPT: EPILEPSY AGE 5--HD" ; +label variable ER49848 "HEHC SLF RPT: EPILEPSY AGE 6--HD" ; +label variable ER49849 "HEHC SLF RPT: EPILEPSY AGE 7--HD" ; +label variable ER49850 "HEHC SLF RPT: EPILEPSY AGE 8--HD" ; +label variable ER49851 "HEHC SLF RPT: EPILEPSY AGE 9--HD" ; +label variable ER49852 "HEHC SLF RPT: EPILEPSY AGE 10--HD" ; +label variable ER49853 "HEHC SLF RPT: EPILEPSY AGE 11--HD" ; +label variable ER49854 "HEHC SLF RPT: EPILEPSY AGE 12--HD" ; +label variable ER49855 "HEHC SLF RPT: EPILEPSY AGE 13--HD" ; +label variable ER49856 "HEHC SLF RPT: EPILEPSY AGE 14--HD" ; +label variable ER49857 "HEHC SLF RPT: EPILEPSY AGE 15--HD" ; +label variable ER49858 "HEHC SLF RPT: EPILEPSY AGE 16--HD" ; +label variable ER49859 "HEHC SLF RPT: EPILEPSY AGE 17+--HD" ; +label variable ER49860 "HEHC SLF RPT: AGE END EPILEPSY--HD" ; +label variable ER49861 "HEHC SLF RPT: HEADACHE B4 AGE 1--HD" ; +label variable ER49862 "HEHC SLF RPT: HEADACHE AGE 1--HD" ; +label variable ER49863 "HEHC SLF RPT: HEADACHE AGE 2--HD" ; +label variable ER49864 "HEHC SLF RPT: HEADACHE AGE 3--HD" ; +label variable ER49865 "HEHC SLF RPT: HEADACHE AGE 4--HD" ; +label variable ER49866 "HEHC SLF RPT: HEADACHE AGE 5--HD" ; +label variable ER49867 "HEHC SLF RPT: HEADACHE AGE 6--HD" ; +label variable ER49868 "HEHC SLF RPT: HEADACHE AGE 7--HD" ; +label variable ER49869 "HEHC SLF RPT: HEADACHE AGE 8--HD" ; +label variable ER49870 "HEHC SLF RPT: HEADACHE AGE 9--HD" ; +label variable ER49871 "HEHC SLF RPT: HEADACHE AGE 10--HD" ; +label variable ER49872 "HEHC SLF RPT: HEADACHE AGE 11--HD" ; +label variable ER49873 "HEHC SLF RPT: HEADACHE AGE 12--HD" ; +label variable ER49874 "HEHC SLF RPT: HEADACHE AGE 13--HD" ; +label variable ER49875 "HEHC SLF RPT: HEADACHE AGE 14--HD" ; +label variable ER49876 "HEHC SLF RPT: HEADACHE AGE 15--HD" ; +label variable ER49877 "HEHC SLF RPT: HEADACHE AGE 16--HD" ; +label variable ER49878 "HEHC SLF RPT: HEADACHE AGE 17+--HD" ; +label variable ER49879 "HEHC SLF RPT: AGE END HEADACHE--HD" ; +label variable ER49880 "HEHC SLF RPT: STOM PROB B4 AGE 1--HD" ; +label variable ER49881 "HEHC SLF RPT: STOM PROB AGE 1--HD" ; +label variable ER49882 "HEHC SLF RPT: STOM PROB AGE 2--HD" ; +label variable ER49883 "HEHC SLF RPT: STOM PROB AGE 3--HD" ; +label variable ER49884 "HEHC SLF RPT: STOM PROB AGE 4--HD" ; +label variable ER49885 "HEHC SLF RPT: STOM PROB AGE 5--HD" ; +label variable ER49886 "HEHC SLF RPT: STOM PROB AGE 6--HD" ; +label variable ER49887 "HEHC SLF RPT: STOM PROB AGE 7--HD" ; +label variable ER49888 "HEHC SLF RPT: STOM PROB AGE 8--HD" ; +label variable ER49889 "HEHC SLF RPT: STOM PROB AGE 9--HD" ; +label variable ER49890 "HEHC SLF RPT: STOM PROB AGE 10--HD" ; +label variable ER49891 "HEHC SLF RPT: STOM PROB AGE 11--HD" ; +label variable ER49892 "HEHC SLF RPT: STOM PROB AGE 12--HD" ; +label variable ER49893 "HEHC SLF RPT: STOM PROB AGE 13--HD" ; +label variable ER49894 "HEHC SLF RPT: STOM PROB AGE 14--HD" ; +label variable ER49895 "HEHC SLF RPT: STOM PROB AGE 15--HD" ; +label variable ER49896 "HEHC SLF RPT: STOM PROB AGE 16--HD" ; +label variable ER49897 "HEHC SLF RPT: STOM PROB AGE 17+--HD" ; +label variable ER49898 "HEHC SLF RPT: AGE END STOM PROB--HD" ; +label variable ER49899 "HEHC SLF RPT: HGH BLOOD PR B4 AGE 1--HD" ; +label variable ER49900 "HEHC SLF RPT: HGH BLOOD PR AGE 1--HD" ; +label variable ER49901 "HEHC SLF RPT: HGH BLOOD PR AGE 2--HD" ; +label variable ER49902 "HEHC SLF RPT: HGH BLOOD PR AGE 3--HD" ; +label variable ER49903 "HEHC SLF RPT: HGH BLOOD PR AGE 4--HD" ; +label variable ER49904 "HEHC SLF RPT: HGH BLOOD PR AGE 5--HD" ; +label variable ER49905 "HEHC SLF RPT: HGH BLOOD PR AGE 6--HD" ; +label variable ER49906 "HEHC SLF RPT: HGH BLOOD PR AGE 7--HD" ; +label variable ER49907 "HEHC SLF RPT: HGH BLOOD PR AGE 8--HD" ; +label variable ER49908 "HEHC SLF RPT: HGH BLOOD PR AGE 9--HD" ; +label variable ER49909 "HEHC SLF RPT: HGH BLOOD PR AGE 10--HD" ; +label variable ER49910 "HEHC SLF RPT: HGH BLOOD PR AGE 11--HD" ; +label variable ER49911 "HEHC SLF RPT: HGH BLOOD PR AGE 12--HD" ; +label variable ER49912 "HEHC SLF RPT: HGH BLOOD PR AGE 13--HD" ; +label variable ER49913 "HEHC SLF RPT: HGH BLOOD PR AGE 14--HD" ; +label variable ER49914 "HEHC SLF RPT: HGH BLOOD PR AGE 15--HD" ; +label variable ER49915 "HEHC SLF RPT: HGH BLOOD PR AGE 16--HD" ; +label variable ER49916 "HEHC SLF RPT: HGH BLOOD PR AGE 17+--HD" ; +label variable ER49917 "HEHC SLF RPT: AGE END HGH BLD PR--HD" ; +label variable ER49918 "HEHC SLF RPT: DEPRESSION B4 AGE 1--HD" ; +label variable ER49919 "HEHC SLF RPT: DEPRESSION AGE 1--HD" ; +label variable ER49920 "HEHC SLF RPT: DEPRESSION AGE 2--HD" ; +label variable ER49921 "HEHC SLF RPT: DEPRESSION AGE 3--HD" ; +label variable ER49922 "HEHC SLF RPT: DEPRESSION AGE 4--HD" ; +label variable ER49923 "HEHC SLF RPT: DEPRESSION AGE 5--HD" ; +label variable ER49924 "HEHC SLF RPT: DEPRESSION AGE 6--HD" ; +label variable ER49925 "HEHC SLF RPT: DEPRESSION AGE 7--HD" ; +label variable ER49926 "HEHC SLF RPT: DEPRESSION AGE 8--HD" ; +label variable ER49927 "HEHC SLF RPT: DEPRESSION AGE 9--HD" ; +label variable ER49928 "HEHC SLF RPT: DEPRESSION AGE 10--HD" ; +label variable ER49929 "HEHC SLF RPT: DEPRESSION AGE 11--HD" ; +label variable ER49930 "HEHC SLF RPT: DEPRESSION AGE 12--HD" ; +label variable ER49931 "HEHC SLF RPT: DEPRESSION AGE 13--HD" ; +label variable ER49932 "HEHC SLF RPT: DEPRESSION AGE 14--HD" ; +label variable ER49933 "HEHC SLF RPT: DEPRESSION AGE 15--HD" ; +label variable ER49934 "HEHC SLF RPT: DEPRESSION AGE 16--HD" ; +label variable ER49935 "HEHC SLF RPT: DEPRESSION AGE 17+--HD" ; +label variable ER49936 "HEHC SLF RPT: AGE END DEPRESSION--HD" ; +label variable ER49937 "HEHC SLF RPT: DRUG/AL PROB B4 AGE 1--HD" ; +label variable ER49938 "HEHC SLF RPT: DRUG/AL PROB AGE 1--HD" ; +label variable ER49939 "HEHC SLF RPT: DRUG/AL PROB AGE 2--HD" ; +label variable ER49940 "HEHC SLF RPT: DRUG/AL PROB AGE 3--HD" ; +label variable ER49941 "HEHC SLF RPT: DRUG/AL PROB AGE 4--HD" ; +label variable ER49942 "HEHC SLF RPT: DRUG/AL PROB AGE 5--HD" ; +label variable ER49943 "HEHC SLF RPT: DRUG/AL PROB AGE 6--HD" ; +label variable ER49944 "HEHC SLF RPT: DRUG/AL PROB AGE 7--HD" ; +label variable ER49945 "HEHC SLF RPT: DRUG/AL PROB AGE 8--HD" ; +label variable ER49946 "HEHC SLF RPT: DRUG/AL PROB AGE 9--HD" ; +label variable ER49947 "HEHC SLF RPT: DRUG/AL PROB AGE 10--HD" ; +label variable ER49948 "HEHC SLF RPT: DRUG/AL PROB AGE 11--HD" ; +label variable ER49949 "HEHC SLF RPT: DRUG/AL PROB AGE 12--HD" ; +label variable ER49950 "HEHC SLF RPT: DRUG/AL PROB AGE 13--HD" ; +label variable ER49951 "HEHC SLF RPT: DRUG/AL PROB AGE 14--HD" ; +label variable ER49952 "HEHC SLF RPT: DRUG/AL PROB AGE 15--HD" ; +label variable ER49953 "HEHC SLF RPT: DRUG/AL PROB AGE 16--HD" ; +label variable ER49954 "HEHC SLF RPT: DRUG/AL PROB AGE 17+--HD" ; +label variable ER49955 "HEHC SLF RPT: AGE END DRUG/AL PROB--HD" ; +label variable ER49956 "HEHC SLF RPT: OTR PSYCH PROB B4 AGE 1--H" ; +label variable ER49957 "HEHC SLF RPT: OTR PSYCH PROB AGE 1--HD" ; +label variable ER49958 "HEHC SLF RPT: OTR PSYCH PROB AGE 2--HD" ; +label variable ER49959 "HEHC SLF RPT: OTR PSYCH PROB AGE 3--HD" ; +label variable ER49960 "HEHC SLF RPT: OTR PSYCH PROB AGE 4--HD" ; +label variable ER49961 "HEHC SLF RPT: OTR PSYCH PROB AGE 5--HD" ; +label variable ER49962 "HEHC SLF RPT: OTR PSYCH PROB AGE 6--HD" ; +label variable ER49963 "HEHC SLF RPT: OTR PSYCH PROB AGE 7--HD" ; +label variable ER49964 "HEHC SLF RPT: OTR PSYCH PROB AGE 8--HD" ; +label variable ER49965 "HEHC SLF RPT: OTR PSYCH PROB AGE 9--HD" ; +label variable ER49966 "HEHC SLF RPT: OTR PSYCH PROB AGE 10--HD" ; +label variable ER49967 "HEHC SLF RPT: OTR PSYCH PROB AGE 11--HD" ; +label variable ER49968 "HEHC SLF RPT: OTR PSYCH PROB AGE 12--HD" ; +label variable ER49969 "HEHC SLF RPT: OTR PSYCH PROB AGE 13--HD" ; +label variable ER49970 "HEHC SLF RPT: OTR PSYCH PROB AGE 14--HD" ; +label variable ER49971 "HEHC SLF RPT: OTR PSYCH PROB AGE 15--HD" ; +label variable ER49972 "HEHC SLF RPT: OTR PSYCH PROB AGE 16--HD" ; +label variable ER49973 "HEHC SLF RPT: OTR PSYCH PROB AGE 17+--HD" ; +label variable ER49974 "HEHC SLF RPT: AGE END OTR PSYCH PROB--HD" ; +label variable ER49975 "HEHC SP REPORT: YEAR 1ST REPORT--HD" ; +label variable ER49976 "HEHC SP RPT: PAR SEP B4 AGE 1--HD" ; +label variable ER49977 "HEHC SP RPT: PAR SEP AGE 1--HD" ; +label variable ER49978 "HEHC SP RPT: PAR SEP AGE 2--HD" ; +label variable ER49979 "HEHC SP RPT: PAR SEP AGE 3--HD" ; +label variable ER49980 "HEHC SP RPT: PAR SEP AGE 4--HD" ; +label variable ER49981 "HEHC SP RPT: PAR SEP AGE 5--HD" ; +label variable ER49982 "HEHC SP RPT: PAR SEP AGE 6--HD" ; +label variable ER49983 "HEHC SP RPT: PAR SEP AGE 7--HD" ; +label variable ER49984 "HEHC SP RPT: PAR SEP AGE 8--HD" ; +label variable ER49985 "HEHC SP RPT: PAR SEP AGE 9--HD" ; +label variable ER49986 "HEHC SP RPT: PAR SEP AGE 10--HD" ; +label variable ER49987 "HEHC SP RPT: PAR SEP AGE 11--HD" ; +label variable ER49988 "HEHC SP RPT: PAR SEP AGE 12--HD" ; +label variable ER49989 "HEHC SP RPT: PAR SEP AGE 13--HD" ; +label variable ER49990 "HEHC SP RPT: PAR SEP AGE 14--HD" ; +label variable ER49991 "HEHC SP RPT: PAR SEP AGE 15--HD" ; +label variable ER49992 "HEHC SP RPT: PAR SEP AGE 16--HD" ; +label variable ER49993 "HEHC SP RPT: MOVE B4 AGE 1--HD" ; +label variable ER49994 "HEHC SP RPT: MOVE AGE 1--HD" ; +label variable ER49995 "HEHC SP RPT: MOVE AGE 2--HD" ; +label variable ER49996 "HEHC SP RPT: MOVE AGE 3--HD" ; +label variable ER49997 "HEHC SP RPT: MOVE AGE 4--HD" ; +label variable ER49998 "HEHC SP RPT: MOVE AGE 5--HD" ; +label variable ER49999 "HEHC SP RPT: MOVE AGE 6--HD" ; +label variable ER50000 "HEHC SP RPT: MOVE AGE 7--HD" ; +label variable ER50001 "HEHC SP RPT: MOVE AGE 8--HD" ; +label variable ER50002 "HEHC SP RPT: MOVE AGE 9--HD" ; +label variable ER50003 "HEHC SP RPT: MOVE AGE 10--HD" ; +label variable ER50004 "HEHC SP RPT: MOVE AGE 11--HD" ; +label variable ER50005 "HEHC SP RPT: MOVE AGE 12--HD" ; +label variable ER50006 "HEHC SP RPT: MOVE AGE 13--HD" ; +label variable ER50007 "HEHC SP RPT: MOVE AGE 14--HD" ; +label variable ER50008 "HEHC SP RPT: MOVE AGE 15--HD" ; +label variable ER50009 "HEHC SP RPT: MOVE AGE 16--HD" ; +label variable ER50010 "HEHC SP RPT: SCHOOL B4 AGE 1--HD" ; +label variable ER50011 "HEHC SP RPT: SCHOOL AGE 1--HD" ; +label variable ER50012 "HEHC SP RPT: SCHOOL AGE 2--HD" ; +label variable ER50013 "HEHC SP RPT: SCHOOL AGE 3--HD" ; +label variable ER50014 "HEHC SP RPT: SCHOOL AGE 4--HD" ; +label variable ER50015 "HEHC SP RPT: SCHOOL AGE 5--HD" ; +label variable ER50016 "HEHC SP RPT: SCHOOL AGE 6--HD" ; +label variable ER50017 "HEHC SP RPT: SCHOOL AGE 7--HD" ; +label variable ER50018 "HEHC SP RPT: SCHOOL AGE 8--HD" ; +label variable ER50019 "HEHC SP RPT: SCHOOL AGE 9--HD" ; +label variable ER50020 "HEHC SP RPT: SCHOOL AGE 10--HD" ; +label variable ER50021 "HEHC SP RPT: SCHOOL AGE 11--HD" ; +label variable ER50022 "HEHC SP RPT: SCHOOL AGE 12--HD" ; +label variable ER50023 "HEHC SP RPT: SCHOOL AGE 13--HD" ; +label variable ER50024 "HEHC SP RPT: SCHOOL AGE 14--HD" ; +label variable ER50025 "HEHC SP RPT: SCHOOL AGE 15--HD" ; +label variable ER50026 "HEHC SP RPT: SCHOOL AGE 16--HD" ; +label variable ER50027 "HEHC SP RPT: ASTHMA B4 AGE 1--HD" ; +label variable ER50028 "HEHC SP RPT: ASTHMA AGE 1--HD" ; +label variable ER50029 "HEHC SP RPT: ASTHMA AGE 2--HD" ; +label variable ER50030 "HEHC SP RPT: ASTHMA AGE 3--HD" ; +label variable ER50031 "HEHC SP RPT: ASTHMA AGE 4--HD" ; +label variable ER50032 "HEHC SP RPT: ASTHMA AGE 5--HD" ; +label variable ER50033 "HEHC SP RPT: ASTHMA AGE 6--HD" ; +label variable ER50034 "HEHC SP RPT: ASTHMA AGE 7--HD" ; +label variable ER50035 "HEHC SP RPT: ASTHMA AGE 8--HD" ; +label variable ER50036 "HEHC SP RPT: ASTHMA AGE 9--HD" ; +label variable ER50037 "HEHC SP RPT: ASTHMA AGE 10--HD" ; +label variable ER50038 "HEHC SP RPT: ASTHMA AGE 11--HD" ; +label variable ER50039 "HEHC SP RPT: ASTHMA AGE 12--HD" ; +label variable ER50040 "HEHC SP RPT: ASTHMA AGE 13--HD" ; +label variable ER50041 "HEHC SP RPT: ASTHMA AGE 14--HD" ; +label variable ER50042 "HEHC SP RPT: ASTHMA AGE 15--HD" ; +label variable ER50043 "HEHC SP RPT: ASTHMA AGE 16--HD" ; +label variable ER50044 "HEHC SP RPT: ASTHMA AGE 17+--HD" ; +label variable ER50045 "HEHC SP RPT: AGE END ASTHMA--HD" ; +label variable ER50046 "HEHC SP RPT: DIABETES B4 AGE 1--HD" ; +label variable ER50047 "HEHC SP RPT: DIABETES AGE 1--HD" ; +label variable ER50048 "HEHC SP RPT: DIABETES AGE 2--HD" ; +label variable ER50049 "HEHC SP RPT: DIABETES AGE 3--HD" ; +label variable ER50050 "HEHC SP RPT: DIABETES AGE 4--HD" ; +label variable ER50051 "HEHC SP RPT: DIABETES AGE 5--HD" ; +label variable ER50052 "HEHC SP RPT: DIABETES AGE 6--HD" ; +label variable ER50053 "HEHC SP RPT: DIABETES AGE 7--HD" ; +label variable ER50054 "HEHC SP RPT: DIABETES AGE 8--HD" ; +label variable ER50055 "HEHC SP RPT: DIABETES AGE 9--HD" ; +label variable ER50056 "HEHC SP RPT: DIABETES AGE 10--HD" ; +label variable ER50057 "HEHC SP RPT: DIABETES AGE 11--HD" ; +label variable ER50058 "HEHC SP RPT: DIABETES AGE 12--HD" ; +label variable ER50059 "HEHC SP RPT: DIABETES AGE 13--HD" ; +label variable ER50060 "HEHC SP RPT: DIABETES AGE 14--HD" ; +label variable ER50061 "HEHC SP RPT: DIABETES AGE 15--HD" ; +label variable ER50062 "HEHC SP RPT: DIABETES AGE 16--HD" ; +label variable ER50063 "HEHC SP RPT: DIABETES AGE 17+--HD" ; +label variable ER50064 "HEHC SP RPT: AGE END DIABETES--HD" ; +label variable ER50065 "HEHC SP RPT: RESP DIS B4 AGE 1--HD" ; +label variable ER50066 "HEHC SP RPT: RESP DIS AGE 1--HD" ; +label variable ER50067 "HEHC SP RPT: RESP DIS AGE 2--HD" ; +label variable ER50068 "HEHC SP RPT: RESP DIS AGE 3--HD" ; +label variable ER50069 "HEHC SP RPT: RESP DIS AGE 4--HD" ; +label variable ER50070 "HEHC SP RPT: RESP DIS AGE 5--HD" ; +label variable ER50071 "HEHC SP RPT: RESP DIS AGE 6--HD" ; +label variable ER50072 "HEHC SP RPT: RESP DIS AGE 7--HD" ; +label variable ER50073 "HEHC SP RPT: RESP DIS AGE 8--HD" ; +label variable ER50074 "HEHC SP RPT: RESP DIS AGE 9--HD" ; +label variable ER50075 "HEHC SP RPT: RESP DIS AGE 10--HD" ; +label variable ER50076 "HEHC SP RPT: RESP DIS AGE 11--HD" ; +label variable ER50077 "HEHC SP RPT: RESP DIS AGE 12--HD" ; +label variable ER50078 "HEHC SP RPT: RESP DIS AGE 13--HD" ; +label variable ER50079 "HEHC SP RPT: RESP DIS AGE 14--HD" ; +label variable ER50080 "HEHC SP RPT: RESP DIS AGE 15--HD" ; +label variable ER50081 "HEHC SP RPT: RESP DIS AGE 16--HD" ; +label variable ER50082 "HEHC SP RPT: RESP DIS AGE 17+--HD" ; +label variable ER50083 "HEHC SP RPT: AGE END RESP DIS--HD" ; +label variable ER50084 "HEHC SP RPT: SPCH IMPAIR B4 AGE 1--HD" ; +label variable ER50085 "HEHC SP RPT: SPCH IMPAIR AGE 1--HD" ; +label variable ER50086 "HEHC SP RPT: SPCH IMPAIR AGE 2--HD" ; +label variable ER50087 "HEHC SP RPT: SPCH IMPAIR AGE 3--HD" ; +label variable ER50088 "HEHC SP RPT: SPCH IMPAIR AGE 4--HD" ; +label variable ER50089 "HEHC SP RPT: SPCH IMPAIR AGE 5--HD" ; +label variable ER50090 "HEHC SP RPT: SPCH IMPAIR AGE 6--HD" ; +label variable ER50091 "HEHC SP RPT: SPCH IMPAIR AGE 7--HD" ; +label variable ER50092 "HEHC SP RPT: SPCH IMPAIR AGE 8--HD" ; +label variable ER50093 "HEHC SP RPT: SPCH IMPAIR AGE 9--HD" ; +label variable ER50094 "HEHC SP RPT: SPCH IMPAIR AGE 10--HD" ; +label variable ER50095 "HEHC SP RPT: SPCH IMPAIR AGE 11--HD" ; +label variable ER50096 "HEHC SP RPT: SPCH IMPAIR AGE 12--HD" ; +label variable ER50097 "HEHC SP RPT: SPCH IMPAIR AGE 13--HD" ; +label variable ER50098 "HEHC SP RPT: SPCH IMPAIR AGE 14--HD" ; +label variable ER50099 "HEHC SP RPT: SPCH IMPAIR AGE 15--HD" ; +label variable ER50100 "HEHC SP RPT: SPCH IMPAIR AGE 16--HD" ; +label variable ER50101 "HEHC SP RPT: SPCH IMPAIR AGE 17+--HD" ; +label variable ER50102 "HEHC SP RPT: AGE END SPCH IMPAIR--HD" ; +label variable ER50103 "HEHC SP RPT: ALLERGY B4 AGE 1--HD" ; +label variable ER50104 "HEHC SP RPT: ALLERGY AGE 1--HD" ; +label variable ER50105 "HEHC SP RPT: ALLERGY AGE 2--HD" ; +label variable ER50106 "HEHC SP RPT: ALLERGY AGE 3--HD" ; +label variable ER50107 "HEHC SP RPT: ALLERGY AGE 4--HD" ; +label variable ER50108 "HEHC SP RPT: ALLERGY AGE 5--HD" ; +label variable ER50109 "HEHC SP RPT: ALLERGY AGE 6--HD" ; +label variable ER50110 "HEHC SP RPT: ALLERGY AGE 7--HD" ; +label variable ER50111 "HEHC SP RPT: ALLERGY AGE 8--HD" ; +label variable ER50112 "HEHC SP RPT: ALLERGY AGE 9--HD" ; +label variable ER50113 "HEHC SP RPT: ALLERGY AGE 10--HD" ; +label variable ER50114 "HEHC SP RPT: ALLERGY AGE 11--HD" ; +label variable ER50115 "HEHC SP RPT: ALLERGY AGE 12--HD" ; +label variable ER50116 "HEHC SP RPT: ALLERGY AGE 13--HD" ; +label variable ER50117 "HEHC SP RPT: ALLERGY AGE 14--HD" ; +label variable ER50118 "HEHC SP RPT: ALLERGY AGE 15--HD" ; +label variable ER50119 "HEHC SP RPT: ALLERGY AGE 16--HD" ; +label variable ER50120 "HEHC SP RPT: ALLERGY AGE 17+--HD" ; +label variable ER50121 "HEHC SP RPT: AGE END ALLERGY--HD" ; +label variable ER50122 "HEHC SP RPT: HEART TRBL B4 AGE 1--HD" ; +label variable ER50123 "HEHC SP RPT: HEART TRBL AGE 1--HD" ; +label variable ER50124 "HEHC SP RPT: HEART TRBL AGE 2--HD" ; +label variable ER50125 "HEHC SP RPT: HEART TRBL AGE 3--HD" ; +label variable ER50126 "HEHC SP RPT: HEART TRBL AGE 4--HD" ; +label variable ER50127 "HEHC SP RPT: HEART TRBL AGE 5--HD" ; +label variable ER50128 "HEHC SP RPT: HEART TRBL AGE 6--HD" ; +label variable ER50129 "HEHC SP RPT: HEART TRBL AGE 7--HD" ; +label variable ER50130 "HEHC SP RPT: HEART TRBL AGE 8--HD" ; +label variable ER50131 "HEHC SP RPT: HEART TRBL AGE 9--HD" ; +label variable ER50132 "HEHC SP RPT: HEART TRBL AGE 10--HD" ; +label variable ER50133 "HEHC SP RPT: HEART TRBL AGE 11--HD" ; +label variable ER50134 "HEHC SP RPT: HEART TRBL AGE 12--HD" ; +label variable ER50135 "HEHC SP RPT: HEART TRBL AGE 13--HD" ; +label variable ER50136 "HEHC SP RPT: HEART TRBL AGE 14--HD" ; +label variable ER50137 "HEHC SP RPT: HEART TRBL AGE 15--HD" ; +label variable ER50138 "HEHC SP RPT: HEART TRBL AGE 16--HD" ; +label variable ER50139 "HEHC SP RPT: HEART TRBL AGE 17+--HD" ; +label variable ER50140 "HEHC SP RPT: AGE END HEART TRBL--HD" ; +label variable ER50141 "HEHC SP RPT: EAR PROBS B4 AGE 1--HD" ; +label variable ER50142 "HEHC SP RPT: EAR PROBS AGE 1--HD" ; +label variable ER50143 "HEHC SP RPT: EAR PROBS AGE 2--HD" ; +label variable ER50144 "HEHC SP RPT: EAR PROBS AGE 3--HD" ; +label variable ER50145 "HEHC SP RPT: EAR PROBS AGE 4--HD" ; +label variable ER50146 "HEHC SP RPT: EAR PROBS AGE 5--HD" ; +label variable ER50147 "HEHC SP RPT: EAR PROBS AGE 6--HD" ; +label variable ER50148 "HEHC SP RPT: EAR PROBS AGE 7--HD" ; +label variable ER50149 "HEHC SP RPT: EAR PROBS AGE 8--HD" ; +label variable ER50150 "HEHC SP RPT: EAR PROBS AGE 9--HD" ; +label variable ER50151 "HEHC SP RPT: EAR PROBS AGE 10--HD" ; +label variable ER50152 "HEHC SP RPT: EAR PROBS AGE 11--HD" ; +label variable ER50153 "HEHC SP RPT: EAR PROBS AGE 12--HD" ; +label variable ER50154 "HEHC SP RPT: EAR PROBS AGE 13--HD" ; +label variable ER50155 "HEHC SP RPT: EAR PROBS AGE 14--HD" ; +label variable ER50156 "HEHC SP RPT: EAR PROBS AGE 15--HD" ; +label variable ER50157 "HEHC SP RPT: EAR PROBS AGE 16--HD" ; +label variable ER50158 "HEHC SP RPT: EAR PROBS AGE 17+--HD" ; +label variable ER50159 "HEHC SP RPT: AGE END EAR PROBS--HD" ; +label variable ER50160 "HEHC SP RPT: EPILEPSY B4 AGE 1--HD" ; +label variable ER50161 "HEHC SP RPT: EPILEPSY AGE 1--HD" ; +label variable ER50162 "HEHC SP RPT: EPILEPSY AGE 2--HD" ; +label variable ER50163 "HEHC SP RPT: EPILEPSY AGE 3--HD" ; +label variable ER50164 "HEHC SP RPT: EPILEPSY AGE 4--HD" ; +label variable ER50165 "HEHC SP RPT: EPILEPSY AGE 5--HD" ; +label variable ER50166 "HEHC SP RPT: EPILEPSY AGE 6--HD" ; +label variable ER50167 "HEHC SP RPT: EPILEPSY AGE 7--HD" ; +label variable ER50168 "HEHC SP RPT: EPILEPSY AGE 8--HD" ; +label variable ER50169 "HEHC SP RPT: EPILEPSY AGE 9--HD" ; +label variable ER50170 "HEHC SP RPT: EPILEPSY AGE 10--HD" ; +label variable ER50171 "HEHC SP RPT: EPILEPSY AGE 11--HD" ; +label variable ER50172 "HEHC SP RPT: EPILEPSY AGE 12--HD" ; +label variable ER50173 "HEHC SP RPT: EPILEPSY AGE 13--HD" ; +label variable ER50174 "HEHC SP RPT: EPILEPSY AGE 14--HD" ; +label variable ER50175 "HEHC SP RPT: EPILEPSY AGE 15--HD" ; +label variable ER50176 "HEHC SP RPT: EPILEPSY AGE 16--HD" ; +label variable ER50177 "HEHC SP RPT: EPILEPSY AGE 17+--HD" ; +label variable ER50178 "HEHC SP RPT: AGE END EPILEPSY--HD" ; +label variable ER50179 "HEHC SP RPT: HEADACHE B4 AGE 1--HD" ; +label variable ER50180 "HEHC SP RPT: HEADACHE AGE 1--HD" ; +label variable ER50181 "HEHC SP RPT: HEADACHE AGE 2--HD" ; +label variable ER50182 "HEHC SP RPT: HEADACHE AGE 3--HD" ; +label variable ER50183 "HEHC SP RPT: HEADACHE AGE 4--HD" ; +label variable ER50184 "HEHC SP RPT: HEADACHE AGE 5--HD" ; +label variable ER50185 "HEHC SP RPT: HEADACHE AGE 6--HD" ; +label variable ER50186 "HEHC SP RPT: HEADACHE AGE 7--HD" ; +label variable ER50187 "HEHC SP RPT: HEADACHE AGE 8--HD" ; +label variable ER50188 "HEHC SP RPT: HEADACHE AGE 9--HD" ; +label variable ER50189 "HEHC SP RPT: HEADACHE AGE 10--HD" ; +label variable ER50190 "HEHC SP RPT: HEADACHE AGE 11--HD" ; +label variable ER50191 "HEHC SP RPT: HEADACHE AGE 12--HD" ; +label variable ER50192 "HEHC SP RPT: HEADACHE AGE 13--HD" ; +label variable ER50193 "HEHC SP RPT: HEADACHE AGE 14--HD" ; +label variable ER50194 "HEHC SP RPT: HEADACHE AGE 15--HD" ; +label variable ER50195 "HEHC SP RPT: HEADACHE AGE 16--HD" ; +label variable ER50196 "HEHC SP RPT: HEADACHE AGE 17+--HD" ; +label variable ER50197 "HEHC SP RPT: AGE END HEADACHE--HD" ; +label variable ER50198 "HEHC SP RPT: STOM PROB B4 AGE 1--HD" ; +label variable ER50199 "HEHC SP RPT: STOM PROB AGE 1--HD" ; +label variable ER50200 "HEHC SP RPT: STOM PROB AGE 2--HD" ; +label variable ER50201 "HEHC SP RPT: STOM PROB AGE 3--HD" ; +label variable ER50202 "HEHC SP RPT: STOM PROB AGE 4--HD" ; +label variable ER50203 "HEHC SP RPT: STOM PROB AGE 5--HD" ; +label variable ER50204 "HEHC SP RPT: STOM PROB AGE 6--HD" ; +label variable ER50205 "HEHC SP RPT: STOM PROB AGE 7--HD" ; +label variable ER50206 "HEHC SP RPT: STOM PROB AGE 8--HD" ; +label variable ER50207 "HEHC SP RPT: STOM PROB AGE 9--HD" ; +label variable ER50208 "HEHC SP RPT: STOM PROB AGE 10--HD" ; +label variable ER50209 "HEHC SP RPT: STOM PROB AGE 11--HD" ; +label variable ER50210 "HEHC SP RPT: STOM PROB AGE 12--HD" ; +label variable ER50211 "HEHC SP RPT: STOM PROB AGE 13--HD" ; +label variable ER50212 "HEHC SP RPT: STOM PROB AGE 14--HD" ; +label variable ER50213 "HEHC SP RPT: STOM PROB AGE 15--HD" ; +label variable ER50214 "HEHC SP RPT: STOM PROB AGE 16--HD" ; +label variable ER50215 "HEHC SP RPT: STOM PROB AGE 17+--HD" ; +label variable ER50216 "HEHC SP RPT: AGE END STOM PROB--HD" ; +label variable ER50217 "HEHC SP RPT: HGH BLOOD PR B4 AGE 1--HD" ; +label variable ER50218 "HEHC SP RPT: HGH BLOOD PR AGE 1--HD" ; +label variable ER50219 "HEHC SP RPT: HGH BLOOD PR AGE 2--HD" ; +label variable ER50220 "HEHC SP RPT: HGH BLOOD PR AGE 3--HD" ; +label variable ER50221 "HEHC SP RPT: HGH BLOOD PR AGE 4--HD" ; +label variable ER50222 "HEHC SP RPT: HGH BLOOD PR AGE 5--HD" ; +label variable ER50223 "HEHC SP RPT: HGH BLOOD PR AGE 6--HD" ; +label variable ER50224 "HEHC SP RPT: HGH BLOOD PR AGE 7--HD" ; +label variable ER50225 "HEHC SP RPT: HGH BLOOD PR AGE 8--HD" ; +label variable ER50226 "HEHC SP RPT: HGH BLOOD PR AGE 9--HD" ; +label variable ER50227 "HEHC SP RPT: HGH BLOOD PR AGE 10--HD" ; +label variable ER50228 "HEHC SP RPT: HGH BLOOD PR AGE 11--HD" ; +label variable ER50229 "HEHC SP RPT: HGH BLOOD PR AGE 12--HD" ; +label variable ER50230 "HEHC SP RPT: HGH BLOOD PR AGE 13--HD" ; +label variable ER50231 "HEHC SP RPT: HGH BLOOD PR AGE 14--HD" ; +label variable ER50232 "HEHC SP RPT: HGH BLOOD PR AGE 15--HD" ; +label variable ER50233 "HEHC SP RPT: HGH BLOOD PR AGE 16--HD" ; +label variable ER50234 "HEHC SP RPT: HGH BLOOD PR AGE 17+--HD" ; +label variable ER50235 "HEHC SP RPT: AGE END HGH BLD PR--HD" ; +label variable ER50236 "HEHC SP RPT: DEPRESSION B4 AGE 1--HD" ; +label variable ER50237 "HEHC SP RPT: DEPRESSION AGE 1--HD" ; +label variable ER50238 "HEHC SP RPT: DEPRESSION AGE 2--HD" ; +label variable ER50239 "HEHC SP RPT: DEPRESSION AGE 3--HD" ; +label variable ER50240 "HEHC SP RPT: DEPRESSION AGE 4--HD" ; +label variable ER50241 "HEHC SP RPT: DEPRESSION AGE 5--HD" ; +label variable ER50242 "HEHC SP RPT: DEPRESSION AGE 6--HD" ; +label variable ER50243 "HEHC SP RPT: DEPRESSION AGE 7--HD" ; +label variable ER50244 "HEHC SP RPT: DEPRESSION AGE 8--HD" ; +label variable ER50245 "HEHC SP RPT: DEPRESSION AGE 9--HD" ; +label variable ER50246 "HEHC SP RPT: DEPRESSION AGE 10--HD" ; +label variable ER50247 "HEHC SP RPT: DEPRESSION AGE 11--HD" ; +label variable ER50248 "HEHC SP RPT: DEPRESSION AGE 12--HD" ; +label variable ER50249 "HEHC SP RPT: DEPRESSION AGE 13--HD" ; +label variable ER50250 "HEHC SP RPT: DEPRESSION AGE 14--HD" ; +label variable ER50251 "HEHC SP RPT: DEPRESSION AGE 15--HD" ; +label variable ER50252 "HEHC SP RPT: DEPRESSION AGE 16--HD" ; +label variable ER50253 "HEHC SP RPT: DEPRESSION AGE 17+--HD" ; +label variable ER50254 "HEHC SP RPT: AGE END DEPRESSION--HD" ; +label variable ER50255 "HEHC SP RPT: DRUG/AL PROB B4 AGE 1--HD" ; +label variable ER50256 "HEHC SP RPT: DRUG/AL PROB AGE 1--HD" ; +label variable ER50257 "HEHC SP RPT: DRUG/AL PROB AGE 2--HD" ; +label variable ER50258 "HEHC SP RPT: DRUG/AL PROB AGE 3--HD" ; +label variable ER50259 "HEHC SP RPT: DRUG/AL PROB AGE 4--HD" ; +label variable ER50260 "HEHC SP RPT: DRUG/AL PROB AGE 5--HD" ; +label variable ER50261 "HEHC SP RPT: DRUG/AL PROB AGE 6--HD" ; +label variable ER50262 "HEHC SP RPT: DRUG/AL PROB AGE 7--HD" ; +label variable ER50263 "HEHC SP RPT: DRUG/AL PROB AGE 8--HD" ; +label variable ER50264 "HEHC SP RPT: DRUG/AL PROB AGE 9--HD" ; +label variable ER50265 "HEHC SP RPT: DRUG/AL PROB AGE 10--HD" ; +label variable ER50266 "HEHC SP RPT: DRUG/AL PROB AGE 11--HD" ; +label variable ER50267 "HEHC SP RPT: DRUG/AL PROB AGE 12--HD" ; +label variable ER50268 "HEHC SP RPT: DRUG/AL PROB AGE 13--HD" ; +label variable ER50269 "HEHC SP RPT: DRUG/AL PROB AGE 14--HD" ; +label variable ER50270 "HEHC SP RPT: DRUG/AL PROB AGE 15--HD" ; +label variable ER50271 "HEHC SP RPT: DRUG/AL PROB AGE 16--HD" ; +label variable ER50272 "HEHC SP RPT: DRUG/AL PROB AGE 17+--HD" ; +label variable ER50273 "HEHC SP RPT: AGE END DRUG/AL PROB--HD" ; +label variable ER50274 "HEHC SP RPT: OTR PSYCH PROB B4 AGE 1--HD" ; +label variable ER50275 "HEHC SP RPT: OTR PSYCH PROB AGE 1--HD" ; +label variable ER50276 "HEHC SP RPT: OTR PSYCH PROB AGE 2--HD" ; +label variable ER50277 "HEHC SP RPT: OTR PSYCH PROB AGE 3--HD" ; +label variable ER50278 "HEHC SP RPT: OTR PSYCH PROB AGE 4--HD" ; +label variable ER50279 "HEHC SP RPT: OTR PSYCH PROB AGE 5--HD" ; +label variable ER50280 "HEHC SP RPT: OTR PSYCH PROB AGE 6--HD" ; +label variable ER50281 "HEHC SP RPT: OTR PSYCH PROB AGE 7--HD" ; +label variable ER50282 "HEHC SP RPT: OTR PSYCH PROB AGE 8--HD" ; +label variable ER50283 "HEHC SP RPT: OTR PSYCH PROB AGE 9--HD" ; +label variable ER50284 "HEHC SP RPT: OTR PSYCH PROB AGE 10--HD" ; +label variable ER50285 "HEHC SP RPT: OTR PSYCH PROB AGE 11--HD" ; +label variable ER50286 "HEHC SP RPT: OTR PSYCH PROB AGE 12--HD" ; +label variable ER50287 "HEHC SP RPT: OTR PSYCH PROB AGE 13--HD" ; +label variable ER50288 "HEHC SP RPT: OTR PSYCH PROB AGE 14--HD" ; +label variable ER50289 "HEHC SP RPT: OTR PSYCH PROB AGE 15--HD" ; +label variable ER50290 "HEHC SP RPT: OTR PSYCH PROB AGE 16--HD" ; +label variable ER50291 "HEHC SP RPT: OTR PSYCH PROB AGE 17+--HD" ; +label variable ER50292 "HEHC SP RPT: AGE END OTR PSYCH PROB--HD" ; +label variable ER50293 "HEHC OTR RPT: YEAR 1ST REPORT--HD" ; +label variable ER50294 "HEHC OTR RPT: PAR SEP B4 AGE 1--HD" ; +label variable ER50295 "HEHC OTR RPT: PAR SEP AGE 1--HD" ; +label variable ER50296 "HEHC OTR RPT: PAR SEP AGE 2--HD" ; +label variable ER50297 "HEHC OTR RPT: PAR SEP AGE 3--HD" ; +label variable ER50298 "HEHC OTR RPT: PAR SEP AGE 4--HD" ; +label variable ER50299 "HEHC OTR RPT: PAR SEP AGE 5--HD" ; +label variable ER50300 "HEHC OTR RPT: PAR SEP AGE 6--HD" ; +label variable ER50301 "HEHC OTR RPT: PAR SEP AGE 7--HD" ; +label variable ER50302 "HEHC OTR RPT: PAR SEP AGE 8--HD" ; +label variable ER50303 "HEHC OTR RPT: PAR SEP AGE 9--HD" ; +label variable ER50304 "HEHC OTR RPT: PAR SEP AGE 10--HD" ; +label variable ER50305 "HEHC OTR RPT: PAR SEP AGE 11--HD" ; +label variable ER50306 "HEHC OTR RPT: PAR SEP AGE 12--HD" ; +label variable ER50307 "HEHC OTR RPT: PAR SEP AGE 13--HD" ; +label variable ER50308 "HEHC OTR RPT: PAR SEP AGE 14--HD" ; +label variable ER50309 "HEHC OTR RPT: PAR SEP AGE 15--HD" ; +label variable ER50310 "HEHC OTR RPT: PAR SEP AGE 16--HD" ; +label variable ER50311 "HEHC OTR RPT: MOVE B4 AGE 1--HD" ; +label variable ER50312 "HEHC OTR RPT: MOVE AGE 1--HD" ; +label variable ER50313 "HEHC OTR RPT: MOVE AGE 2--HD" ; +label variable ER50314 "HEHC OTR RPT: MOVE AGE 3--HD" ; +label variable ER50315 "HEHC OTR RPT: MOVE AGE 4--HD" ; +label variable ER50316 "HEHC OTR RPT: MOVE AGE 5--HD" ; +label variable ER50317 "HEHC OTR RPT: MOVE AGE 6--HD" ; +label variable ER50318 "HEHC OTR RPT: MOVE AGE 7--HD" ; +label variable ER50319 "HEHC OTR RPT: MOVE AGE 8--HD" ; +label variable ER50320 "HEHC OTR RPT: MOVE AGE 9--HD" ; +label variable ER50321 "HEHC OTR RPT: MOVE AGE 10--HD" ; +label variable ER50322 "HEHC OTR RPT: MOVE AGE 11--HD" ; +label variable ER50323 "HEHC OTR RPT: MOVE AGE 12--HD" ; +label variable ER50324 "HEHC OTR RPT: MOVE AGE 13--HD" ; +label variable ER50325 "HEHC OTR RPT: MOVE AGE 14--HD" ; +label variable ER50326 "HEHC OTR RPT: MOVE AGE 15--HD" ; +label variable ER50327 "HEHC OTR RPT: MOVE AGE 16--HD" ; +label variable ER50328 "HEHC OTR RPT: SCHOOL B4 AGE 1--HD" ; +label variable ER50329 "HEHC OTR RPT: SCHOOL AGE 1--HD" ; +label variable ER50330 "HEHC OTR RPT: SCHOOL AGE 2--HD" ; +label variable ER50331 "HEHC OTR RPT: SCHOOL AGE 3--HD" ; +label variable ER50332 "HEHC OTR RPT: SCHOOL AGE 4--HD" ; +label variable ER50333 "HEHC OTR RPT: SCHOOL AGE 5--HD" ; +label variable ER50334 "HEHC OTR RPT: SCHOOL AGE 6--HD" ; +label variable ER50335 "HEHC OTR RPT: SCHOOL AGE 7--HD" ; +label variable ER50336 "HEHC OTR RPT: SCHOOL AGE 8--HD" ; +label variable ER50337 "HEHC OTR RPT: SCHOOL AGE 9--HD" ; +label variable ER50338 "HEHC OTR RPT: SCHOOL AGE 10--HD" ; +label variable ER50339 "HEHC OTR RPT: SCHOOL AGE 11--HD" ; +label variable ER50340 "HEHC OTR RPT: SCHOOL AGE 12--HD" ; +label variable ER50341 "HEHC OTR RPT: SCHOOL AGE 13--HD" ; +label variable ER50342 "HEHC OTR RPT: SCHOOL AGE 14--HD" ; +label variable ER50343 "HEHC OTR RPT: SCHOOL AGE 15--HD" ; +label variable ER50344 "HEHC OTR RPT: SCHOOL AGE 16--HD" ; +label variable ER50345 "HEHC OTR RPT: ASTHMA B4 AGE 1--HD" ; +label variable ER50346 "HEHC OTR RPT: ASTHMA AGE 1--HD" ; +label variable ER50347 "HEHC OTR RPT: ASTHMA AGE 2--HD" ; +label variable ER50348 "HEHC OTR RPT: ASTHMA AGE 3--HD" ; +label variable ER50349 "HEHC OTR RPT: ASTHMA AGE 4--HD" ; +label variable ER50350 "HEHC OTR RPT: ASTHMA AGE 5--HD" ; +label variable ER50351 "HEHC OTR RPT: ASTHMA AGE 6--HD" ; +label variable ER50352 "HEHC OTR RPT: ASTHMA AGE 7--HD" ; +label variable ER50353 "HEHC OTR RPT: ASTHMA AGE 8--HD" ; +label variable ER50354 "HEHC OTR RPT: ASTHMA AGE 9--HD" ; +label variable ER50355 "HEHC OTR RPT: ASTHMA AGE 10--HD" ; +label variable ER50356 "HEHC OTR RPT: ASTHMA AGE 11--HD" ; +label variable ER50357 "HEHC OTR RPT: ASTHMA AGE 12--HD" ; +label variable ER50358 "HEHC OTR RPT: ASTHMA AGE 13--HD" ; +label variable ER50359 "HEHC OTR RPT: ASTHMA AGE 14--HD" ; +label variable ER50360 "HEHC OTR RPT: ASTHMA AGE 15--HD" ; +label variable ER50361 "HEHC OTR RPT: ASTHMA AGE 16--HD" ; +label variable ER50362 "HEHC OTR RPT: ASTHMA AGE 17+--HD" ; +label variable ER50363 "HEHC OTR RPT: AGE END ASTHMA--HD" ; +label variable ER50364 "HEHC OTR RPT: DIABETES B4 AGE 1--HD" ; +label variable ER50365 "HEHC OTR RPT: DIABETES AGE 1--HD" ; +label variable ER50366 "HEHC OTR RPT: DIABETES AGE 2--HD" ; +label variable ER50367 "HEHC OTR RPT: DIABETES AGE 3--HD" ; +label variable ER50368 "HEHC OTR RPT: DIABETES AGE 4--HD" ; +label variable ER50369 "HEHC OTR RPT: DIABETES AGE 5--HD" ; +label variable ER50370 "HEHC OTR RPT: DIABETES AGE 6--HD" ; +label variable ER50371 "HEHC OTR RPT: DIABETES AGE 7--HD" ; +label variable ER50372 "HEHC OTR RPT: DIABETES AGE 8--HD" ; +label variable ER50373 "HEHC OTR RPT: DIABETES AGE 9--HD" ; +label variable ER50374 "HEHC OTR RPT: DIABETES AGE 10--HD" ; +label variable ER50375 "HEHC OTR RPT: DIABETES AGE 11--HD" ; +label variable ER50376 "HEHC OTR RPT: DIABETES AGE 12--HD" ; +label variable ER50377 "HEHC OTR RPT: DIABETES AGE 13--HD" ; +label variable ER50378 "HEHC OTR RPT: DIABETES AGE 14--HD" ; +label variable ER50379 "HEHC OTR RPT: DIABETES AGE 15--HD" ; +label variable ER50380 "HEHC OTR RPT: DIABETES AGE 16--HD" ; +label variable ER50381 "HEHC OTR RPT: DIABETES AGE 17+--HD" ; +label variable ER50382 "HEHC OTR RPT: AGE END DIABETES--HD" ; +label variable ER50383 "HEHC OTR RPT: RESP DIS B4 AGE 1--HD" ; +label variable ER50384 "HEHC OTR RPT: RESP DIS AGE 1--HD" ; +label variable ER50385 "HEHC OTR RPT: RESP DIS AGE 2--HD" ; +label variable ER50386 "HEHC OTR RPT: RESP DIS AGE 3--HD" ; +label variable ER50387 "HEHC OTR RPT: RESP DIS AGE 4--HD" ; +label variable ER50388 "HEHC OTR RPT: RESP DIS AGE 5--HD" ; +label variable ER50389 "HEHC OTR RPT: RESP DIS AGE 6--HD" ; +label variable ER50390 "HEHC OTR RPT: RESP DIS AGE 7--HD" ; +label variable ER50391 "HEHC OTR RPT: RESP DIS AGE 8--HD" ; +label variable ER50392 "HEHC OTR RPT: RESP DIS AGE 9--HD" ; +label variable ER50393 "HEHC OTR RPT: RESP DIS AGE 10--HD" ; +label variable ER50394 "HEHC OTR RPT: RESP DIS AGE 11--HD" ; +label variable ER50395 "HEHC OTR RPT: RESP DIS AGE 12--HD" ; +label variable ER50396 "HEHC OTR RPT: RESP DIS AGE 13--HD" ; +label variable ER50397 "HEHC OTR RPT: RESP DIS AGE 14--HD" ; +label variable ER50398 "HEHC OTR RPT: RESP DIS AGE 15--HD" ; +label variable ER50399 "HEHC OTR RPT: RESP DIS AGE 16--HD" ; +label variable ER50400 "HEHC OTR RPT: RESP DIS AGE 17+--HD" ; +label variable ER50401 "HEHC OTR RPT: AGE END RESP DIS--HD" ; +label variable ER50402 "HEHC OTR RPT: SPCH IMPAIR B4 AGE 1--HD" ; +label variable ER50403 "HEHC OTR RPT: SPCH IMPAIR AGE 1--HD" ; +label variable ER50404 "HEHC OTR RPT: SPCH IMPAIR AGE 2--HD" ; +label variable ER50405 "HEHC OTR RPT: SPCH IMPAIR AGE 3--HD" ; +label variable ER50406 "HEHC OTR RPT: SPCH IMPAIR AGE 4--HD" ; +label variable ER50407 "HEHC OTR RPT: SPCH IMPAIR AGE 5--HD" ; +label variable ER50408 "HEHC OTR RPT: SPCH IMPAIR AGE 6--HD" ; +label variable ER50409 "HEHC OTR RPT: SPCH IMPAIR AGE 7--HD" ; +label variable ER50410 "HEHC OTR RPT: SPCH IMPAIR AGE 8--HD" ; +label variable ER50411 "HEHC OTR RPT: SPCH IMPAIR AGE 9--HD" ; +label variable ER50412 "HEHC OTR RPT: SPCH IMPAIR AGE 10--HD" ; +label variable ER50413 "HEHC OTR RPT: SPCH IMPAIR AGE 11--HD" ; +label variable ER50414 "HEHC OTR RPT: SPCH IMPAIR AGE 12--HD" ; +label variable ER50415 "HEHC OTR RPT: SPCH IMPAIR AGE 13--HD" ; +label variable ER50416 "HEHC OTR RPT: SPCH IMPAIR AGE 14--HD" ; +label variable ER50417 "HEHC OTR RPT: SPCH IMPAIR AGE 15--HD" ; +label variable ER50418 "HEHC OTR RPT: SPCH IMPAIR AGE 16--HD" ; +label variable ER50419 "HEHC OTR RPT: SPCH IMPAIR AGE 17+--HD" ; +label variable ER50420 "HEHC OTR RPT: AGE END SPCH IMPAIR--HD" ; +label variable ER50421 "HEHC OTR RPT: ALLERGY B4 AGE 1--HD" ; +label variable ER50422 "HEHC OTR RPT: ALLERGY AGE 1--HD" ; +label variable ER50423 "HEHC OTR RPT: ALLERGY AGE 2--HD" ; +label variable ER50424 "HEHC OTR RPT: ALLERGY AGE 3--HD" ; +label variable ER50425 "HEHC OTR RPT: ALLERGY AGE 4--HD" ; +label variable ER50426 "HEHC OTR RPT: ALLERGY AGE 5--HD" ; +label variable ER50427 "HEHC OTR RPT: ALLERGY AGE 6--HD" ; +label variable ER50428 "HEHC OTR RPT: ALLERGY AGE 7--HD" ; +label variable ER50429 "HEHC OTR RPT: ALLERGY AGE 8--HD" ; +label variable ER50430 "HEHC OTR RPT: ALLERGY AGE 9--HD" ; +label variable ER50431 "HEHC OTR RPT: ALLERGY AGE 10--HD" ; +label variable ER50432 "HEHC OTR RPT: ALLERGY AGE 11--HD" ; +label variable ER50433 "HEHC OTR RPT: ALLERGY AGE 12--HD" ; +label variable ER50434 "HEHC OTR RPT: ALLERGY AGE 13--HD" ; +label variable ER50435 "HEHC OTR RPT: ALLERGY AGE 14--HD" ; +label variable ER50436 "HEHC OTR RPT: ALLERGY AGE 15--HD" ; +label variable ER50437 "HEHC OTR RPT: ALLERGY AGE 16--HD" ; +label variable ER50438 "HEHC OTR RPT: ALLERGY AGE 17+--HD" ; +label variable ER50439 "HEHC OTR RPT: AGE END ALLERGY--HD" ; +label variable ER50440 "HEHC OTR RPT: HEART TRBL B4 AGE 1--HD" ; +label variable ER50441 "HEHC OTR RPT: HEART TRBL AGE 1--HD" ; +label variable ER50442 "HEHC OTR RPT: HEART TRBL AGE 2--HD" ; +label variable ER50443 "HEHC OTR RPT: HEART TRBL AGE 3--HD" ; +label variable ER50444 "HEHC OTR RPT: HEART TRBL AGE 4--HD" ; +label variable ER50445 "HEHC OTR RPT: HEART TRBL AGE 5--HD" ; +label variable ER50446 "HEHC OTR RPT: HEART TRBL AGE 6--HD" ; +label variable ER50447 "HEHC OTR RPT: HEART TRBL AGE 7--HD" ; +label variable ER50448 "HEHC OTR RPT: HEART TRBL AGE 8--HD" ; +label variable ER50449 "HEHC OTR RPT: HEART TRBL AGE 9--HD" ; +label variable ER50450 "HEHC OTR RPT: HEART TRBL AGE 10--HD" ; +label variable ER50451 "HEHC OTR RPT: HEART TRBL AGE 11--HD" ; +label variable ER50452 "HEHC OTR RPT: HEART TRBL AGE 12--HD" ; +label variable ER50453 "HEHC OTR RPT: HEART TRBL AGE 13--HD" ; +label variable ER50454 "HEHC OTR RPT: HEART TRBL AGE 14--HD" ; +label variable ER50455 "HEHC OTR RPT: HEART TRBL AGE 15--HD" ; +label variable ER50456 "HEHC OTR RPT: HEART TRBL AGE 16--HD" ; +label variable ER50457 "HEHC OTR RPT: HEART TRBL AGE 17+--HD" ; +label variable ER50458 "HEHC OTR RPT: AGE END HEART TRBL--HD" ; +label variable ER50459 "HEHC OTR RPT: EAR PROBS B4 AGE 1--HD" ; +label variable ER50460 "HEHC OTR RPT: EAR PROBS AGE 1--HD" ; +label variable ER50461 "HEHC OTR RPT: EAR PROBS AGE 2--HD" ; +label variable ER50462 "HEHC OTR RPT: EAR PROBS AGE 3--HD" ; +label variable ER50463 "HEHC OTR RPT: EAR PROBS AGE 4--HD" ; +label variable ER50464 "HEHC OTR RPT: EAR PROBS AGE 5--HD" ; +label variable ER50465 "HEHC OTR RPT: EAR PROBS AGE 6--HD" ; +label variable ER50466 "HEHC OTR RPT: EAR PROBS AGE 7--HD" ; +label variable ER50467 "HEHC OTR RPT: EAR PROBS AGE 8--HD" ; +label variable ER50468 "HEHC OTR RPT: EAR PROBS AGE 9--HD" ; +label variable ER50469 "HEHC OTR RPT: EAR PROBS AGE 10--HD" ; +label variable ER50470 "HEHC OTR RPT: EAR PROBS AGE 11--HD" ; +label variable ER50471 "HEHC OTR RPT: EAR PROBS AGE 12--HD" ; +label variable ER50472 "HEHC OTR RPT: EAR PROBS AGE 13--HD" ; +label variable ER50473 "HEHC OTR RPT: EAR PROBS AGE 14--HD" ; +label variable ER50474 "HEHC OTR RPT: EAR PROBS AGE 15--HD" ; +label variable ER50475 "HEHC OTR RPT: EAR PROBS AGE 16--HD" ; +label variable ER50476 "HEHC OTR RPT: EAR PROBS AGE 17+--HD" ; +label variable ER50477 "HEHC OTR RPT: AGE END EAR PROBS--HD" ; +label variable ER50478 "HEHC OTR RPT: EPILEPSY B4 AGE 1--HD" ; +label variable ER50479 "HEHC OTR RPT: EPILEPSY AGE 1--HD" ; +label variable ER50480 "HEHC OTR RPT: EPILEPSY AGE 2--HD" ; +label variable ER50481 "HEHC OTR RPT: EPILEPSY AGE 3--HD" ; +label variable ER50482 "HEHC OTR RPT: EPILEPSY AGE 4--HD" ; +label variable ER50483 "HEHC OTR RPT: EPILEPSY AGE 5--HD" ; +label variable ER50484 "HEHC OTR RPT: EPILEPSY AGE 6--HD" ; +label variable ER50485 "HEHC OTR RPT: EPILEPSY AGE 7--HD" ; +label variable ER50486 "HEHC OTR RPT: EPILEPSY AGE 8--HD" ; +label variable ER50487 "HEHC OTR RPT: EPILEPSY AGE 9--HD" ; +label variable ER50488 "HEHC OTR RPT: EPILEPSY AGE 10--HD" ; +label variable ER50489 "HEHC OTR RPT: EPILEPSY AGE 11--HD" ; +label variable ER50490 "HEHC OTR RPT: EPILEPSY AGE 12--HD" ; +label variable ER50491 "HEHC OTR RPT: EPILEPSY AGE 13--HD" ; +label variable ER50492 "HEHC OTR RPT: EPILEPSY AGE 14--HD" ; +label variable ER50493 "HEHC OTR RPT: EPILEPSY AGE 15--HD" ; +label variable ER50494 "HEHC OTR RPT: EPILEPSY AGE 16--HD" ; +label variable ER50495 "HEHC OTR RPT: EPILEPSY AGE 17+--HD" ; +label variable ER50496 "HEHC OTR RPT: AGE END EPILEPSY--HD" ; +label variable ER50497 "HEHC OTR RPT: HEADACHE B4 AGE 1--HD" ; +label variable ER50498 "HEHC OTR RPT: HEADACHE AGE 1--HD" ; +label variable ER50499 "HEHC OTR RPT: HEADACHE AGE 2--HD" ; +label variable ER50500 "HEHC OTR RPT: HEADACHE AGE 3--HD" ; +label variable ER50501 "HEHC OTR RPT: HEADACHE AGE 4--HD" ; +label variable ER50502 "HEHC OTR RPT: HEADACHE AGE 5--HD" ; +label variable ER50503 "HEHC OTR RPT: HEADACHE AGE 6--HD" ; +label variable ER50504 "HEHC OTR RPT: HEADACHE AGE 7--HD" ; +label variable ER50505 "HEHC OTR RPT: HEADACHE AGE 8--HD" ; +label variable ER50506 "HEHC OTR RPT: HEADACHE AGE 9--HD" ; +label variable ER50507 "HEHC OTR RPT: HEADACHE AGE 10--HD" ; +label variable ER50508 "HEHC OTR RPT: HEADACHE AGE 11--HD" ; +label variable ER50509 "HEHC OTR RPT: HEADACHE AGE 12--HD" ; +label variable ER50510 "HEHC OTR RPT: HEADACHE AGE 13--HD" ; +label variable ER50511 "HEHC OTR RPT: HEADACHE AGE 14--HD" ; +label variable ER50512 "HEHC OTR RPT: HEADACHE AGE 15--HD" ; +label variable ER50513 "HEHC OTR RPT: HEADACHE AGE 16--HD" ; +label variable ER50514 "HEHC OTR RPT: HEADACHE AGE 17+--HD" ; +label variable ER50515 "HEHC OTR RPT: AGE END HEADACHE--HD" ; +label variable ER50516 "HEHC OTR RPT: STOM PROB B4 AGE 1--HD" ; +label variable ER50517 "HEHC OTR RPT: STOM PROB AGE 1--HD" ; +label variable ER50518 "HEHC OTR RPT: STOM PROB AGE 2--HD" ; +label variable ER50519 "HEHC OTR RPT: STOM PROB AGE 3--HD" ; +label variable ER50520 "HEHC OTR RPT: STOM PROB AGE 4--HD" ; +label variable ER50521 "HEHC OTR RPT: STOM PROB AGE 5--HD" ; +label variable ER50522 "HEHC OTR RPT: STOM PROB AGE 6--HD" ; +label variable ER50523 "HEHC OTR RPT: STOM PROB AGE 7--HD" ; +label variable ER50524 "HEHC OTR RPT: STOM PROB AGE 8--HD" ; +label variable ER50525 "HEHC OTR RPT: STOM PROB AGE 9--HD" ; +label variable ER50526 "HEHC OTR RPT: STOM PROB AGE 10--HD" ; +label variable ER50527 "HEHC OTR RPT: STOM PROB AGE 11--HD" ; +label variable ER50528 "HEHC OTR RPT: STOM PROB AGE 12--HD" ; +label variable ER50529 "HEHC OTR RPT: STOM PROB AGE 13--HD" ; +label variable ER50530 "HEHC OTR RPT: STOM PROB AGE 14--HD" ; +label variable ER50531 "HEHC OTR RPT: STOM PROB AGE 15--HD" ; +label variable ER50532 "HEHC OTR RPT: STOM PROB AGE 16--HD" ; +label variable ER50533 "HEHC OTR RPT: STOM PROB AGE 17+--HD" ; +label variable ER50534 "HEHC OTR RPT: AGE END STOM PROB--HD" ; +label variable ER50535 "HEHC OTR RPT: HGH BLOOD PR B4 AGE 1--HD" ; +label variable ER50536 "HEHC OTR RPT: HGH BLOOD PR AGE 1--HD" ; +label variable ER50537 "HEHC OTR RPT: HGH BLOOD PR AGE 2--HD" ; +label variable ER50538 "HEHC OTR RPT: HGH BLOOD PR AGE 3--HD" ; +label variable ER50539 "HEHC OTR RPT: HGH BLOOD PR AGE 4--HD" ; +label variable ER50540 "HEHC OTR RPT: HGH BLOOD PR AGE 5--HD" ; +label variable ER50541 "HEHC OTR RPT: HGH BLOOD PR AGE 6--HD" ; +label variable ER50542 "HEHC OTR RPT: HGH BLOOD PR AGE 7--HD" ; +label variable ER50543 "HEHC OTR RPT: HGH BLOOD PR AGE 8--HD" ; +label variable ER50544 "HEHC OTR RPT: HGH BLOOD PR AGE 9--HD" ; +label variable ER50545 "HEHC OTR RPT: HGH BLOOD PR AGE 10--HD" ; +label variable ER50546 "HEHC OTR RPT: HGH BLOOD PR AGE 11--HD" ; +label variable ER50547 "HEHC OTR RPT: HGH BLOOD PR AGE 12--HD" ; +label variable ER50548 "HEHC OTR RPT: HGH BLOOD PR AGE 13--HD" ; +label variable ER50549 "HEHC OTR RPT: HGH BLOOD PR AGE 14--HD" ; +label variable ER50550 "HEHC OTR RPT: HGH BLOOD PR AGE 15--HD" ; +label variable ER50551 "HEHC OTR RPT: HGH BLOOD PR AGE 16--HD" ; +label variable ER50552 "HEHC OTR RPT: HGH BLOOD PR AGE 17+--HD" ; +label variable ER50553 "HEHC OTR RPT: AGE END HGH BLD PR--HD" ; +label variable ER50554 "HEHC OTR RPT: DEPRESSION B4 AGE 1--HD" ; +label variable ER50555 "HEHC OTR RPT: DEPRESSION AGE 1--HD" ; +label variable ER50556 "HEHC OTR RPT: DEPRESSION AGE 2--HD" ; +label variable ER50557 "HEHC OTR RPT: DEPRESSION AGE 3--HD" ; +label variable ER50558 "HEHC OTR RPT: DEPRESSION AGE 4--HD" ; +label variable ER50559 "HEHC OTR RPT: DEPRESSION AGE 5--HD" ; +label variable ER50560 "HEHC OTR RPT: DEPRESSION AGE 6--HD" ; +label variable ER50561 "HEHC OTR RPT: DEPRESSION AGE 7--HD" ; +label variable ER50562 "HEHC OTR RPT: DEPRESSION AGE 8--HD" ; +label variable ER50563 "HEHC OTR RPT: DEPRESSION AGE 9--HD" ; +label variable ER50564 "HEHC OTR RPT: DEPRESSION AGE 10--HD" ; +label variable ER50565 "HEHC OTR RPT: DEPRESSION AGE 11--HD" ; +label variable ER50566 "HEHC OTR RPT: DEPRESSION AGE 12--HD" ; +label variable ER50567 "HEHC OTR RPT: DEPRESSION AGE 13--HD" ; +label variable ER50568 "HEHC OTR RPT: DEPRESSION AGE 14--HD" ; +label variable ER50569 "HEHC OTR RPT: DEPRESSION AGE 15--HD" ; +label variable ER50570 "HEHC OTR RPT: DEPRESSION AGE 16--HD" ; +label variable ER50571 "HEHC OTR RPT: DEPRESSION AGE 17+--HD" ; +label variable ER50572 "HEHC OTR RPT: AGE END DEPRESSION--HD" ; +label variable ER50573 "HEHC OTR RPT: DRUG/AL PROB B4 AGE 1--HD" ; +label variable ER50574 "HEHC OTR RPT: DRUG/AL PROB AGE 1--HD" ; +label variable ER50575 "HEHC OTR RPT: DRUG/AL PROB AGE 2--HD" ; +label variable ER50576 "HEHC OTR RPT: DRUG/AL PROB AGE 3--HD" ; +label variable ER50577 "HEHC OTR RPT: DRUG/AL PROB AGE 4--HD" ; +label variable ER50578 "HEHC OTR RPT: DRUG/AL PROB AGE 5--HD" ; +label variable ER50579 "HEHC OTR RPT: DRUG/AL PROB AGE 6--HD" ; +label variable ER50580 "HEHC OTR RPT: DRUG/AL PROB AGE 7--HD" ; +label variable ER50581 "HEHC OTR RPT: DRUG/AL PROB AGE 8--HD" ; +label variable ER50582 "HEHC OTR RPT: DRUG/AL PROB AGE 9--HD" ; +label variable ER50583 "HEHC OTR RPT: DRUG/AL PROB AGE 10--HD" ; +label variable ER50584 "HEHC OTR RPT: DRUG/AL PROB AGE 11--HD" ; +label variable ER50585 "HEHC OTR RPT: DRUG/AL PROB AGE 12--HD" ; +label variable ER50586 "HEHC OTR RPT: DRUG/AL PROB AGE 13--HD" ; +label variable ER50587 "HEHC OTR RPT: DRUG/AL PROB AGE 14--HD" ; +label variable ER50588 "HEHC OTR RPT: DRUG/AL PROB AGE 15--HD" ; +label variable ER50589 "HEHC OTR RPT: DRUG/AL PROB AGE 16--HD" ; +label variable ER50590 "HEHC OTR RPT: DRUG/AL PROB AGE 17+--HD" ; +label variable ER50591 "HEHC OTR RPT: AGE END DRUG/AL PROB--HD" ; +label variable ER50592 "HEHC OTR RPT: OTR PSYCH PROB B4 AGE 1--H" ; +label variable ER50593 "HEHC OTR RPT: OTR PSYCH PROB AGE 1--HD" ; +label variable ER50594 "HEHC OTR RPT: OTR PSYCH PROB AGE 2--HD" ; +label variable ER50595 "HEHC OTR RPT: OTR PSYCH PROB AGE 3--HD" ; +label variable ER50596 "HEHC OTR RPT: OTR PSYCH PROB AGE 4--HD" ; +label variable ER50597 "HEHC OTR RPT: OTR PSYCH PROB AGE 5--HD" ; +label variable ER50598 "HEHC OTR RPT: OTR PSYCH PROB AGE 6--HD" ; +label variable ER50599 "HEHC OTR RPT: OTR PSYCH PROB AGE 7--HD" ; +label variable ER50600 "HEHC OTR RPT: OTR PSYCH PROB AGE 8--HD" ; +label variable ER50601 "HEHC OTR RPT: OTR PSYCH PROB AGE 9--HD" ; +label variable ER50602 "HEHC OTR RPT: OTR PSYCH PROB AGE 10--HD" ; +label variable ER50603 "HEHC OTR RPT: OTR PSYCH PROB AGE 11--HD" ; +label variable ER50604 "HEHC OTR RPT: OTR PSYCH PROB AGE 12--HD" ; +label variable ER50605 "HEHC OTR RPT: OTR PSYCH PROB AGE 13--HD" ; +label variable ER50606 "HEHC OTR RPT: OTR PSYCH PROB AGE 14--HD" ; +label variable ER50607 "HEHC OTR RPT: OTR PSYCH PROB AGE 15--HD" ; +label variable ER50608 "HEHC OTR RPT: OTR PSYCH PROB AGE 16--HD" ; +label variable ER50609 "HEHC OTR RPT: OTR PSYCH PROB AGE 17+--HD" ; +label variable ER50610 "HEHC OTR RPT: AGE END OTR PSYCH PROB--HD" ; +label variable ER50611 "H24 WTR WIFE IN FU NOW" ; +label variable ER50612 "H1 HEALTH STATUS-WIFE" ; +label variable ER50613 "H1A WTR HLTH BETTER/WORSE-WIFE" ; +label variable ER50614 "H1B WTR HEALTH BETTER-WIFE" ; +label variable ER50615 "H1C WTR HEALTH WORSE-WIFE" ; +label variable ER50616 "H2 WTR TYPE/AMT WORK LIMITED-WIFE" ; +label variable ER50617 "H3 WTR UNABLE TO DO SOME TYPES WORK-WF" ; +label variable ER50618 "H4 WTR LIMIT AMT WORK CAN DO-WIFE" ; +label variable ER50619 "H5A WTR HAD STROKE-WIFE" ; +label variable ER50620 "H5A WTR EDITED-WIFE" ; +label variable ER50621 "H6A1 AGE AT FIRST STROKE-WIFE" ; +label variable ER50622 "H6A2 WTR SECOND STROKE-WIFE" ; +label variable ER50623 "H7A WTR STROKE LIMIT DAILY ACTIVITY-WF" ; +label variable ER50624 "H7A2 WTR TAKING MEDS FOR STROKE-WF" ; +label variable ER50625 "H5B WTR HEART ATTACK-WIFE" ; +label variable ER50626 "H5B WTR EDITED-WIFE" ; +label variable ER50627 "H6B1 AGE AT FIRST HEART ATTACK-WF" ; +label variable ER50628 "H6B2 WTR SECOND HEART ATTACK-WF" ; +label variable ER50629 "H7B WTR HRT ATTACK LIMIT ACTIVITY-WF" ; +label variable ER50630 "H7B2 WTR TAKING MEDS FOR HEART ATTACK-WF" ; +label variable ER50631 "H5C WTR HEART DISEASE-WIFE" ; +label variable ER50632 "H5C WTR EDITED-WIFE" ; +label variable ER50633 "H6C1 AGE FIRST HAD HEART DISEASE-WF" ; +label variable ER50634 "H7C WTR HRT DISEASE LIMIT ACTIVITY-WF" ; +label variable ER50635 "H7C2 WTR TAKING MEDS HEART DISEASE-WF" ; +label variable ER50636 "H5D WTR HYPERTENSION-WIFE" ; +label variable ER50637 "H5D WTR EDITED-WIFE" ; +label variable ER50638 "H6D1 AGE FIRST HAD HYPERTENSION-WF" ; +label variable ER50639 "H7D WTR HYPERTENSION LIMIT ACTIVITY-WF" ; +label variable ER50640 "H7D2 WTR TAKING MEDS FOR HYPERTENSION-WF" ; +label variable ER50641 "H5E WTR ASTHMA-WIFE" ; +label variable ER50642 "H5E WTR EDITED-WIFE" ; +label variable ER50643 "H6E1 AGE FIRST HAD ASTHMA-WIFE" ; +label variable ER50644 "H7E WTR ASTHMA LIMIT DAILY ACTIVITY-WF" ; +label variable ER50645 "H7E2 WTR TAKING MEDS FOR ASTHMA-WF" ; +label variable ER50646 "H5F WTR LUNG DISEASE-WIFE" ; +label variable ER50647 "H5F WTR EDITED-WIFE" ; +label variable ER50648 "H6F1 AGE FIRST HAD LUNG DISEASE-WF" ; +label variable ER50649 "H7F WTR LUNG DISEASE LIMIT ACTIVITY-WF" ; +label variable ER50650 "H7F2 WTR TAKING MEDS FOR LUNG DISEASE-WF" ; +label variable ER50651 "H5G WTR DIABETES-WIFE" ; +label variable ER50652 "H5G WTR EDITED-WIFE" ; +label variable ER50653 "H6G1 AGE FIRST HAD DIABETES-WIFE" ; +label variable ER50654 "H7G WTR DIABETES LIMIT ACTIVITY-WF" ; +label variable ER50655 "H7G2 WTR TAKING MEDS FOR DIABETES-WF" ; +label variable ER50656 "H5H WTR ARTHRITIS-WIFE" ; +label variable ER50657 "H5H WTR EDITED-WIFE" ; +label variable ER50658 "H6H1 AGE FIRST HAD ARTHRITIS-WIFE" ; +label variable ER50659 "H7H WTR ARTHRITIS LIMIT ACTIVITY-WF" ; +label variable ER50660 "H7H2 WTR TAKING MEDS FOR ARTHRITIS-WF" ; +label variable ER50661 "H5I WTR MENTAL LOSS-WIFE" ; +label variable ER50662 "H5I WTR EDITED-WIFE" ; +label variable ER50663 "H6I1 AGE FIRST HAD MEMORY LOSS-WF" ; +label variable ER50664 "H7I WTR MEMORY LOSS LIMIT ACTIVITY-WF" ; +label variable ER50665 "H7I2 WTR TAKING MEDS FOR MEMORY LOSS-WF" ; +label variable ER50666 "H5J WTR LEARNING DISORDER-WIFE" ; +label variable ER50667 "H5J WTR EDITED-WIFE" ; +label variable ER50668 "H6J1 AGE FIRST HAD LRNG DISORDER-WF" ; +label variable ER50669 "H7J WTR LRNG DISORDR LIMIT ACTIVITY-WF" ; +label variable ER50670 "H7J2 WTR TAKING MEDS FOR LRNG DISORDR-WF" ; +label variable ER50671 "H5K WTR CANCER-WIFE" ; +label variable ER50672 "H5K WTR EDITED-WIFE" ; +label variable ER50673 "H6K1 AGE FIRST HAD CANCER-WIFE" ; +label variable ER50674 "H6K3 WTR TREATING, RMSSN, OR CURED-WF" ; +label variable ER50675 "H6K4 TYPE OF CANCER MENTION 1-WIFE" ; +label variable ER50676 "H6K4 WTR EDITED (MEN 1)-WIFE" ; +label variable ER50677 "H6K4 TYPE OF CANCER MENTION 2-WIFE" ; +label variable ER50678 "H6K4 WTR EDITED (MEN 2)-WIFE" ; +label variable ER50679 "H7K WTR CANCER LIMIT ACTIVITY-WIFE" ; +label variable ER50680 "H5L WTR PSYCH PROBLEM-WIFE" ; +label variable ER50681 "H5L WTR EDITED-WIFE" ; +label variable ER50682 "H6L1 AGE FIRST HAD PSYCH PROB-WIFE" ; +label variable ER50683 "H6L2 TYPE OF PSYCH PROB MENTION 1-WF" ; +label variable ER50684 "H6L2 WTR EDITED (MEN1) -WIFE" ; +label variable ER50685 "H6L2 TYPE OF PSYCH PROB MENTION 2-WF" ; +label variable ER50686 "H6L2 WTR EDITED (MEN2) -WIFE" ; +label variable ER50687 "H6L2 TYPE OF PSYCH PROB MENTION 3-WF" ; +label variable ER50688 "H6L2 WTR EDITED (MEN3) -WIFE" ; +label variable ER50689 "H7L WTR PSYCH PROB LIMIT ACTIVITY-WF" ; +label variable ER50690 "H7L2 WTR TAKING MEDS FOR NERVES-WF" ; +label variable ER50691 "H5M WTR OTR CHRONIC CONDITION-WF" ; +label variable ER50692 "H6M1 TYPE OTR CHRONIC CONDITION-WF" ; +label variable ER50693 "H6M2 AGE FIRST HAD CHRON COND-WIFE" ; +label variable ER50694 "H7M WTR CHRON COND LIMIT ACTIVITY-WF" ; +label variable ER50695 "H7M2 WTR TAKING MEDS FOR OTR CHRON-WF" ; +label variable ER50696 "H8 WTR HOSPITALIZED IN 2010-WIFE" ; +label variable ER50697 "H8A # NIGHTS HOSPITALIZED-WIFE" ; +label variable ER50698 "H8A # WEEKS HOSPITALIZED-WIFE" ; +label variable ER50699 "H9A WTR PROBLEM BATHING-WIFE" ; +label variable ER50700 "H10A1 WTR SOMEONE HELPS BATHE-WF" ; +label variable ER50701 "H10A2 WTR NEED EQUIP TO BATHE-WF" ; +label variable ER50702 "H9B WTR PROBLEM DRESSING-WIFE" ; +label variable ER50703 "H10B1 WTR SOMEONE HELPS DRESS-WF" ; +label variable ER50704 "H10B2 WTR NEED EQUIP TO DRESS-WF" ; +label variable ER50705 "H9C WTR PROBLEM EATING-WIFE" ; +label variable ER50706 "H10C1 WTR SOMEONE HELPS EATNG-WF" ; +label variable ER50707 "H10C2 WTR NEED EQUIP TO EAT-WF" ; +label variable ER50708 "H9D WTR PROB GET IN/OUT BED/CHAIR-WF" ; +label variable ER50709 "H10D1 WTR SOMEONE HELPS BED/CHAIR-WF" ; +label variable ER50710 "H10D2 WTR NEED EQUIP FOR BED/CHAIR-WF" ; +label variable ER50711 "H9E WTR PROBLEM WALKING-WIFE" ; +label variable ER50712 "H10E1 WTR SOMEONE HELPS WALK-WF" ; +label variable ER50713 "H10E2 WTR NEED EQUIP TO WALK-WF" ; +label variable ER50714 "H9F WTR PROBLEM GETTING OUTSIDE-WF" ; +label variable ER50715 "H10F1 WTR SOMEONE HELPS GET OUT-WF" ; +label variable ER50716 "H10F2 WTR NEED EQUIP TO GO OUTSIDE-WF" ; +label variable ER50717 "H9G WTR PROBLEM USE TOILET-WF" ; +label variable ER50718 "H10G1 WTR SOMEONE HELPS TOILET-WF" ; +label variable ER50719 "H10G2 WTR NEED EQUIP TO USE TOILET-WF" ; +label variable ER50720 "H11A WTR DIFFICULT PREPARE MEALS-WF" ; +label variable ER50721 "H11B HEALTH/PHYSICAL PROBLEM?-WF" ; +label variable ER50722 "H11C WTR DIFFICULT SHOPPING-WF" ; +label variable ER50723 "H11D HEALTH/PHYSICAL PROBLEM?-WF" ; +label variable ER50724 "H11E WTR DIFFICULT MANAGE MONEY-WF" ; +label variable ER50725 "H11F HEALTH/PHYSICAL PROBLEM?-WF" ; +label variable ER50726 "H11G WTR TELEPHONE DIFFICULT-WF" ; +label variable ER50727 "H11H HEALTH/PHYSICAL PROBLEM?-WF" ; +label variable ER50728 "H11J WTR HEAVY HSWRK DIFFICULT-WF" ; +label variable ER50729 "H11K HEALTH/PHYSICAL PROBLEM?-WF" ; +label variable ER50730 "H11L WTR LIGHT HSWRK DIFFICULT-WF" ; +label variable ER50731 "H11M HEALTH/PHYSICAL PROBLEM?-WF" ; +label variable ER50732 "H12A FREQ OF HVY PHYSICAL ACTIVITY-WF" ; +label variable ER50733 "H12A TIME UNIT FOR HVY PHYS ACTIVITY-WF" ; +label variable ER50734 "H12B FREQ OF LITE PHYSICAL ACTIVITY-WF" ; +label variable ER50735 "H12B TIME UNIT FOR LITE PHYS ACTIVITY-WF" ; +label variable ER50736 "H12C FREQ OF STRENGTH PHYS ACTIVITY-WF" ; +label variable ER50737 "H12C TIME UNIT STRNGTH PHYS ACTVTY-WF" ; +label variable ER50738 "H13 WTR SMOKE CIGARETTES-WF" ; +label variable ER50739 "H14 # CIGARETTES PER DAY-WF" ; +label variable ER50740 "H15AGE WHEN FIRST SMOKED-WF" ; +label variable ER50741 "H16 WTR EVER SMOKED CIGARETTES-WF" ; +label variable ER50742 "H17 # CIGARETTES PER DAY-WF" ; +label variable ER50743 "H18 AGE LAST SMOKED REGULARLY-WF" ; +label variable ER50744 "H19 AGE FIRST SMOKED REGULARLY-WF" ; +label variable ER50745 "H20 WTR DRINK ALCOHOL-WIFE" ; +label variable ER50746 "H21A HOW OFTEN HAVE DRINKS-WF" ; +label variable ER50747 "H21B # ALCOHOLIC DRINKS PER DAY-WF" ; +label variable ER50748 "H21C # DAYS HAD 4-5 DRINKS-WIFE" ; +label variable ER50749 "H22 WEIGHT IN POUNDS--WIFE" ; +label variable ER50750 "H22 WEIGHT IN KILOS--WIFE" ; +label variable ER50751 "H23 HEIGHT-FEET--WIFE" ; +label variable ER50752 "H23 HEIGHT-INCHES--WIFE" ; +label variable ER50753 "H23 HEIGHT IN METERS--WIFE" ; +label variable ER50754 "H25W HEALTH STATUS B4 AGE 17--WF" ; +label variable ER50755 "H26W WTR MISSED MO OR MORE SCHOOL--WF" ; +label variable ER50756 "H27W WTR MEASLES B4 AGE 17--WF" ; +label variable ER50757 "H28W WTR MUMPS B4 AGE 17--WF" ; +label variable ER50758 "H29W WTR CHICKEN POX B4 AGE 17--WF" ; +label variable ER50759 "H30W WTR DIFF SEEING B4 AGE 17--WF" ; +label variable ER50760 "H31W PARENTS SMOKED B4 WF AGE 17?--WF" ; +label variable ER50761 "H32W WTR ASTHMA B4 AGE 17--WF" ; +label variable ER50762 "H33W WTR DIABETES B4 AGE 17--WF" ; +label variable ER50763 "H34W WTR RESP DIS B4 AGE 17--WF" ; +label variable ER50764 "H35W WTR SPCH IMPAIR B4 AGE 17--WF" ; +label variable ER50765 "H36W WTR ALLERGY B4 AGE 17--WF" ; +label variable ER50766 "H37W WTR HEART TRBL B4 AGE 17--WF" ; +label variable ER50767 "H38W WTR EAR PROB B4 AGE 17--WF" ; +label variable ER50768 "H39W WTR EPILEPSY B4 AGE 17--WF" ; +label variable ER50769 "H40W WTR HEADACHE B4 AGE 17--WF" ; +label variable ER50770 "H41W WTR STOM PROB B4 AGE 17--WF" ; +label variable ER50771 "H42W WTR HGH BLOOD PR B4 AGE 17--WF" ; +label variable ER50772 "H43W WTR DEPRESSION B4 AGE 17--WF" ; +label variable ER50773 "H44W WTR DRUG/AL PROB B4 AGE 17--WF" ; +label variable ER50774 "H45W WTR OTR PSYCW PROB B4 AGE 17--WF" ; +label variable ER50775 "HEHC SLF RPT: YEAR 1ST REPORT--WF" ; +label variable ER50776 "HEHC SLF RPT: PAR SEP B4 AGE 1--WF" ; +label variable ER50777 "HEHC SLF RPT: PAR SEP AGE 1--WF" ; +label variable ER50778 "HEHC SLF RPT: PAR SEP AGE 2--WF" ; +label variable ER50779 "HEHC SLF RPT: PAR SEP AGE 3--WF" ; +label variable ER50780 "HEHC SLF RPT: PAR SEP AGE 4--WF" ; +label variable ER50781 "HEHC SLF RPT: PAR SEP AGE 5--WF" ; +label variable ER50782 "HEHC SLF RPT: PAR SEP AGE 6--WF" ; +label variable ER50783 "HEHC SLF RPT: PAR SEP AGE 7--WF" ; +label variable ER50784 "HEHC SLF RPT: PAR SEP AGE 8--WF" ; +label variable ER50785 "HEHC SLF RPT: PAR SEP AGE 9--WF" ; +label variable ER50786 "HEHC SLF RPT: PAR SEP AGE 10--WF" ; +label variable ER50787 "HEHC SLF RPT: PAR SEP AGE 11--WF" ; +label variable ER50788 "HEHC SLF RPT: PAR SEP AGE 12--WF" ; +label variable ER50789 "HEHC SLF RPT: PAR SEP AGE 13--WF" ; +label variable ER50790 "HEHC SLF RPT: PAR SEP AGE 14--WF" ; +label variable ER50791 "HEHC SLF RPT: PAR SEP AGE 15--WF" ; +label variable ER50792 "HEHC SLF RPT: PAR SEP AGE 16--WF" ; +label variable ER50793 "HEHC SLF RPT: MOVE B4 AGE 1--WF" ; +label variable ER50794 "HEHC SLF RPT: MOVE AGE 1--WF" ; +label variable ER50795 "HEHC SLF RPT: MOVE AGE 2--WF" ; +label variable ER50796 "HEHC SLF RPT: MOVE AGE 3--WF" ; +label variable ER50797 "HEHC SLF RPT: MOVE AGE 4--WF" ; +label variable ER50798 "HEHC SLF RPT: MOVE AGE 5--WF" ; +label variable ER50799 "HEHC SLF RPT: MOVE AGE 6--WF" ; +label variable ER50800 "HEHC SLF RPT: MOVE AGE 7--WF" ; +label variable ER50801 "HEHC SLF RPT: MOVE AGE 8--WF" ; +label variable ER50802 "HEHC SLF RPT: MOVE AGE 9--WF" ; +label variable ER50803 "HEHC SLF RPT: MOVE AGE 10--WF" ; +label variable ER50804 "HEHC SLF RPT: MOVE AGE 11--WF" ; +label variable ER50805 "HEHC SLF RPT: MOVE AGE 12--WF" ; +label variable ER50806 "HEHC SLF RPT: MOVE AGE 13--WF" ; +label variable ER50807 "HEHC SLF RPT: MOVE AGE 14--WF" ; +label variable ER50808 "HEHC SLF RPT: MOVE AGE 15--WF" ; +label variable ER50809 "HEHC SLF RPT: MOVE AGE 16--WF" ; +label variable ER50810 "HEHC SLF RPT: SCHOOL B4 AGE 1--WF" ; +label variable ER50811 "HEHC SLF RPT: SCHOOL AGE 1--WF" ; +label variable ER50812 "HEHC SLF RPT: SCHOOL AGE 2--WF" ; +label variable ER50813 "HEHC SLF RPT: SCHOOL AGE 3--WF" ; +label variable ER50814 "HEHC SLF RPT: SCHOOL AGE 4--WF" ; +label variable ER50815 "HEHC SLF RPT: SCHOOL AGE 5--WF" ; +label variable ER50816 "HEHC SLF RPT: SCHOOL AGE 6--WF" ; +label variable ER50817 "HEHC SLF RPT: SCHOOL AGE 7--WF" ; +label variable ER50818 "HEHC SLF RPT: SCHOOL AGE 8--WF" ; +label variable ER50819 "HEHC SLF RPT: SCHOOL AGE 9--WF" ; +label variable ER50820 "HEHC SLF RPT: SCHOOL AGE 10--WF" ; +label variable ER50821 "HEHC SLF RPT: SCHOOL AGE 11--WF" ; +label variable ER50822 "HEHC SLF RPT: SCHOOL AGE 12--WF" ; +label variable ER50823 "HEHC SLF RPT: SCHOOL AGE 13--WF" ; +label variable ER50824 "HEHC SLF RPT: SCHOOL AGE 14--WF" ; +label variable ER50825 "HEHC SLF RPT: SCHOOL AGE 15--WF" ; +label variable ER50826 "HEHC SLF RPT: SCHOOL AGE 16--WF" ; +label variable ER50827 "HEHC SLF RPT: ASTHMA B4 AGE 1--WF" ; +label variable ER50828 "HEHC SLF RPT: ASTHMA AGE 1--WF" ; +label variable ER50829 "HEHC SLF RPT: ASTHMA AGE 2--WF" ; +label variable ER50830 "HEHC SLF RPT: ASTHMA AGE 3--WF" ; +label variable ER50831 "HEHC SLF RPT: ASTHMA AGE 4--WF" ; +label variable ER50832 "HEHC SLF RPT: ASTHMA AGE 5--WF" ; +label variable ER50833 "HEHC SLF RPT: ASTHMA AGE 6--WF" ; +label variable ER50834 "HEHC SLF RPT: ASTHMA AGE 7--WF" ; +label variable ER50835 "HEHC SLF RPT: ASTHMA AGE 8--WF" ; +label variable ER50836 "HEHC SLF RPT: ASTHMA AGE 9--WF" ; +label variable ER50837 "HEHC SLF RPT: ASTHMA AGE 10--WF" ; +label variable ER50838 "HEHC SLF RPT: ASTHMA AGE 11--WF" ; +label variable ER50839 "HEHC SLF RPT: ASTHMA AGE 12--WF" ; +label variable ER50840 "HEHC SLF RPT: ASTHMA AGE 13--WF" ; +label variable ER50841 "HEHC SLF RPT: ASTHMA AGE 14--WF" ; +label variable ER50842 "HEHC SLF RPT: ASTHMA AGE 15--WF" ; +label variable ER50843 "HEHC SLF RPT: ASTHMA AGE 16--WF" ; +label variable ER50844 "HEHC SLF RPT: ASTHMA AGE 17+--WF" ; +label variable ER50845 "HEHC SLF RPT: AGE END ASTHMA--WF" ; +label variable ER50846 "HEHC SLF RPT: DIABETES B4 AGE 1--WF" ; +label variable ER50847 "HEHC SLF RPT: DIABETES AGE 1--WF" ; +label variable ER50848 "HEHC SLF RPT: DIABETES AGE 2--WF" ; +label variable ER50849 "HEHC SLF RPT: DIABETES AGE 3--WF" ; +label variable ER50850 "HEHC SLF RPT: DIABETES AGE 4--WF" ; +label variable ER50851 "HEHC SLF RPT: DIABETES AGE 5--WF" ; +label variable ER50852 "HEHC SLF RPT: DIABETES AGE 6--WF" ; +label variable ER50853 "HEHC SLF RPT: DIABETES AGE 7--WF" ; +label variable ER50854 "HEHC SLF RPT: DIABETES AGE 8--WF" ; +label variable ER50855 "HEHC SLF RPT: DIABETES AGE 9--WF" ; +label variable ER50856 "HEHC SLF RPT: DIABETES AGE 10--WF" ; +label variable ER50857 "HEHC SLF RPT: DIABETES AGE 11--WF" ; +label variable ER50858 "HEHC SLF RPT: DIABETES AGE 12--WF" ; +label variable ER50859 "HEHC SLF RPT: DIABETES AGE 13--WF" ; +label variable ER50860 "HEHC SLF RPT: DIABETES AGE 14--WF" ; +label variable ER50861 "HEHC SLF RPT: DIABETES AGE 15--WF" ; +label variable ER50862 "HEHC SLF RPT: DIABETES AGE 16--WF" ; +label variable ER50863 "HEHC SLF RPT: DIABETES AGE 17+--WF" ; +label variable ER50864 "HEHC SLF RPT: AGE END DIABETES--WF" ; +label variable ER50865 "HEHC SLF RPT: RESP DIS B4 AGE 1--WF" ; +label variable ER50866 "HEHC SLF RPT: RESP DIS AGE 1--WF" ; +label variable ER50867 "HEHC SLF RPT: RESP DIS AGE 2--WF" ; +label variable ER50868 "HEHC SLF RPT: RESP DIS AGE 3--WF" ; +label variable ER50869 "HEHC SLF RPT: RESP DIS AGE 4--WF" ; +label variable ER50870 "HEHC SLF RPT: RESP DIS AGE 5--WF" ; +label variable ER50871 "HEHC SLF RPT: RESP DIS AGE 6--WF" ; +label variable ER50872 "HEHC SLF RPT: RESP DIS AGE 7--WF" ; +label variable ER50873 "HEHC SLF RPT: RESP DIS AGE 8--WF" ; +label variable ER50874 "HEHC SLF RPT: RESP DIS AGE 9--WF" ; +label variable ER50875 "HEHC SLF RPT: RESP DIS AGE 10--WF" ; +label variable ER50876 "HEHC SLF RPT: RESP DIS AGE 11--WF" ; +label variable ER50877 "HEHC SLF RPT: RESP DIS AGE 12--WF" ; +label variable ER50878 "HEHC SLF RPT: RESP DIS AGE 13--WF" ; +label variable ER50879 "HEHC SLF RPT: RESP DIS AGE 14--WF" ; +label variable ER50880 "HEHC SLF RPT: RESP DIS AGE 15--WF" ; +label variable ER50881 "HEHC SLF RPT: RESP DIS AGE 16--WF" ; +label variable ER50882 "HEHC SLF RPT: RESP DIS AGE 17+--WF" ; +label variable ER50883 "HEHC SLF RPT: AGE END RESP DIS--WF" ; +label variable ER50884 "HEHC SLF RPT: SPCH IMPAIR B4 AGE 1--WF" ; +label variable ER50885 "HEHC SLF RPT: SPCH IMPAIR AGE 1--WF" ; +label variable ER50886 "HEHC SLF RPT: SPCH IMPAIR AGE 2--WF" ; +label variable ER50887 "HEHC SLF RPT: SPCH IMPAIR AGE 3--WF" ; +label variable ER50888 "HEHC SLF RPT: SPCH IMPAIR AGE 4--WF" ; +label variable ER50889 "HEHC SLF RPT: SPCH IMPAIR AGE 5--WF" ; +label variable ER50890 "HEHC SLF RPT: SPCH IMPAIR AGE 6--WF" ; +label variable ER50891 "HEHC SLF RPT: SPCH IMPAIR AGE 7--WF" ; +label variable ER50892 "HEHC SLF RPT: SPCH IMPAIR AGE 8--WF" ; +label variable ER50893 "HEHC SLF RPT: SPCH IMPAIR AGE 9--WF" ; +label variable ER50894 "HEHC SLF RPT: SPCH IMPAIR AGE 10--WF" ; +label variable ER50895 "HEHC SLF RPT: SPCH IMPAIR AGE 11--WF" ; +label variable ER50896 "HEHC SLF RPT: SPCH IMPAIR AGE 12--WF" ; +label variable ER50897 "HEHC SLF RPT: SPCH IMPAIR AGE 13--WF" ; +label variable ER50898 "HEHC SLF RPT: SPCH IMPAIR AGE 14--WF" ; +label variable ER50899 "HEHC SLF RPT: SPCH IMPAIR AGE 15--WF" ; +label variable ER50900 "HEHC SLF RPT: SPCH IMPAIR AGE 16--WF" ; +label variable ER50901 "HEHC SLF RPT: SPCH IMPAIR AGE 17+--WF" ; +label variable ER50902 "HEHC SLF RPT: AGE END SPCH IMPAIR--WF" ; +label variable ER50903 "HEHC SLF RPT: ALLERGY B4 AGE 1--WF" ; +label variable ER50904 "HEHC SLF RPT: ALLERGY AGE 1--WF" ; +label variable ER50905 "HEHC SLF RPT: ALLERGY AGE 2--WF" ; +label variable ER50906 "HEHC SLF RPT: ALLERGY AGE 3--WF" ; +label variable ER50907 "HEHC SLF RPT: ALLERGY AGE 4--WF" ; +label variable ER50908 "HEHC SLF RPT: ALLERGY AGE 5--WF" ; +label variable ER50909 "HEHC SLF RPT: ALLERGY AGE 6--WF" ; +label variable ER50910 "HEHC SLF RPT: ALLERGY AGE 7--WF" ; +label variable ER50911 "HEHC SLF RPT: ALLERGY AGE 8--WF" ; +label variable ER50912 "HEHC SLF RPT: ALLERGY AGE 9--WF" ; +label variable ER50913 "HEHC SLF RPT: ALLERGY AGE 10--WF" ; +label variable ER50914 "HEHC SLF RPT: ALLERGY AGE 11--WF" ; +label variable ER50915 "HEHC SLF RPT: ALLERGY AGE 12--WF" ; +label variable ER50916 "HEHC SLF RPT: ALLERGY AGE 13--WF" ; +label variable ER50917 "HEHC SLF RPT: ALLERGY AGE 14--WF" ; +label variable ER50918 "HEHC SLF RPT: ALLERGY AGE 15--WF" ; +label variable ER50919 "HEHC SLF RPT: ALLERGY AGE 16--WF" ; +label variable ER50920 "HEHC SLF RPT: ALLERGY AGE 17+--WF" ; +label variable ER50921 "HEHC SLF RPT: AGE END ALLERGY--WF" ; +label variable ER50922 "HEHC SLF RPT: HEART TRBL B4 AGE 1--WF" ; +label variable ER50923 "HEHC SLF RPT: HEART TRBL AGE 1--WF" ; +label variable ER50924 "HEHC SLF RPT: HEART TRBL AGE 2--WF" ; +label variable ER50925 "HEHC SLF RPT: HEART TRBL AGE 3--WF" ; +label variable ER50926 "HEHC SLF RPT: HEART TRBL AGE 4--WF" ; +label variable ER50927 "HEHC SLF RPT: HEART TRBL AGE 5--WF" ; +label variable ER50928 "HEHC SLF RPT: HEART TRBL AGE 6--WF" ; +label variable ER50929 "HEHC SLF RPT: HEART TRBL AGE 7--WF" ; +label variable ER50930 "HEHC SLF RPT: HEART TRBL AGE 8--WF" ; +label variable ER50931 "HEHC SLF RPT: HEART TRBL AGE 9--WF" ; +label variable ER50932 "HEHC SLF RPT: HEART TRBL AGE 10--WF" ; +label variable ER50933 "HEHC SLF RPT: HEART TRBL AGE 11--WF" ; +label variable ER50934 "HEHC SLF RPT: HEART TRBL AGE 12--WF" ; +label variable ER50935 "HEHC SLF RPT: HEART TRBL AGE 13--WF" ; +label variable ER50936 "HEHC SLF RPT: HEART TRBL AGE 14--WF" ; +label variable ER50937 "HEHC SLF RPT: HEART TRBL AGE 15--WF" ; +label variable ER50938 "HEHC SLF RPT: HEART TRBL AGE 16--WF" ; +label variable ER50939 "HEHC SLF RPT: HEART TRBL AGE 17+--WF" ; +label variable ER50940 "HEHC SLF RPT: AGE END HEART TRBL--WF" ; +label variable ER50941 "HEHC SLF RPT: EAR PROBS B4 AGE 1--WF" ; +label variable ER50942 "HEHC SLF RPT: EAR PROBS AGE 1--WF" ; +label variable ER50943 "HEHC SLF RPT: EAR PROBS AGE 2--WF" ; +label variable ER50944 "HEHC SLF RPT: EAR PROBS AGE 3--WF" ; +label variable ER50945 "HEHC SLF RPT: EAR PROBS AGE 4--WF" ; +label variable ER50946 "HEHC SLF RPT: EAR PROBS AGE 5--WF" ; +label variable ER50947 "HEHC SLF RPT: EAR PROBS AGE 6--WF" ; +label variable ER50948 "HEHC SLF RPT: EAR PROBS AGE 7--WF" ; +label variable ER50949 "HEHC SLF RPT: EAR PROBS AGE 8--WF" ; +label variable ER50950 "HEHC SLF RPT: EAR PROBS AGE 9--WF" ; +label variable ER50951 "HEHC SLF RPT: EAR PROBS AGE 10--WF" ; +label variable ER50952 "HEHC SLF RPT: EAR PROBS AGE 11--WF" ; +label variable ER50953 "HEHC SLF RPT: EAR PROBS AGE 12--WF" ; +label variable ER50954 "HEHC SLF RPT: EAR PROBS AGE 13--WF" ; +label variable ER50955 "HEHC SLF RPT: EAR PROBS AGE 14--WF" ; +label variable ER50956 "HEHC SLF RPT: EAR PROBS AGE 15--WF" ; +label variable ER50957 "HEHC SLF RPT: EAR PROBS AGE 16--WF" ; +label variable ER50958 "HEHC SLF RPT: EAR PROBS AGE 17+--WF" ; +label variable ER50959 "HEHC SLF RPT: AGE END EAR PROBS--WF" ; +label variable ER50960 "HEHC SLF RPT: EPILEPSY B4 AGE 1--WF" ; +label variable ER50961 "HEHC SLF RPT: EPILEPSY AGE 1--WF" ; +label variable ER50962 "HEHC SLF RPT: EPILEPSY AGE 2--WF" ; +label variable ER50963 "HEHC SLF RPT: EPILEPSY AGE 3--WF" ; +label variable ER50964 "HEHC SLF RPT: EPILEPSY AGE 4--WF" ; +label variable ER50965 "HEHC SLF RPT: EPILEPSY AGE 5--WF" ; +label variable ER50966 "HEHC SLF RPT: EPILEPSY AGE 6--WF" ; +label variable ER50967 "HEHC SLF RPT: EPILEPSY AGE 7--WF" ; +label variable ER50968 "HEHC SLF RPT: EPILEPSY AGE 8--WF" ; +label variable ER50969 "HEHC SLF RPT: EPILEPSY AGE 9--WF" ; +label variable ER50970 "HEHC SLF RPT: EPILEPSY AGE 10--WF" ; +label variable ER50971 "HEHC SLF RPT: EPILEPSY AGE 11--WF" ; +label variable ER50972 "HEHC SLF RPT: EPILEPSY AGE 12--WF" ; +label variable ER50973 "HEHC SLF RPT: EPILEPSY AGE 13--WF" ; +label variable ER50974 "HEHC SLF RPT: EPILEPSY AGE 14--WF" ; +label variable ER50975 "HEHC SLF RPT: EPILEPSY AGE 15--WF" ; +label variable ER50976 "HEHC SLF RPT: EPILEPSY AGE 16--WF" ; +label variable ER50977 "HEHC SLF RPT: EPILEPSY AGE 17+--WF" ; +label variable ER50978 "HEHC SLF RPT: AGE END EPILEPSY--WF" ; +label variable ER50979 "HEHC SLF RPT: HEADACHE B4 AGE 1--WF" ; +label variable ER50980 "HEHC SLF RPT: HEADACHE AGE 1--WF" ; +label variable ER50981 "HEHC SLF RPT: HEADACHE AGE 2--WF" ; +label variable ER50982 "HEHC SLF RPT: HEADACHE AGE 3--WF" ; +label variable ER50983 "HEHC SLF RPT: HEADACHE AGE 4--WF" ; +label variable ER50984 "HEHC SLF RPT: HEADACHE AGE 5--WF" ; +label variable ER50985 "HEHC SLF RPT: HEADACHE AGE 6--WF" ; +label variable ER50986 "HEHC SLF RPT: HEADACHE AGE 7--WF" ; +label variable ER50987 "HEHC SLF RPT: HEADACHE AGE 8--WF" ; +label variable ER50988 "HEHC SLF RPT: HEADACHE AGE 9--WF" ; +label variable ER50989 "HEHC SLF RPT: HEADACHE AGE 10--WF" ; +label variable ER50990 "HEHC SLF RPT: HEADACHE AGE 11--WF" ; +label variable ER50991 "HEHC SLF RPT: HEADACHE AGE 12--WF" ; +label variable ER50992 "HEHC SLF RPT: HEADACHE AGE 13--WF" ; +label variable ER50993 "HEHC SLF RPT: HEADACHE AGE 14--WF" ; +label variable ER50994 "HEHC SLF RPT: HEADACHE AGE 15--WF" ; +label variable ER50995 "HEHC SLF RPT: HEADACHE AGE 16--WF" ; +label variable ER50996 "HEHC SLF RPT: HEADACHE AGE 17+--WF" ; +label variable ER50997 "HEHC SLF RPT: AGE END HEADACHE--WF" ; +label variable ER50998 "HEHC SLF RPT: STOM PROB B4 AGE 1--WF" ; +label variable ER50999 "HEHC SLF RPT: STOM PROB AGE 1--WF" ; +label variable ER51000 "HEHC SLF RPT: STOM PROB AGE 2--WF" ; +label variable ER51001 "HEHC SLF RPT: STOM PROB AGE 3--WF" ; +label variable ER51002 "HEHC SLF RPT: STOM PROB AGE 4--WF" ; +label variable ER51003 "HEHC SLF RPT: STOM PROB AGE 5--WF" ; +label variable ER51004 "HEHC SLF RPT: STOM PROB AGE 6--WF" ; +label variable ER51005 "HEHC SLF RPT: STOM PROB AGE 7--WF" ; +label variable ER51006 "HEHC SLF RPT: STOM PROB AGE 8--WF" ; +label variable ER51007 "HEHC SLF RPT: STOM PROB AGE 9--WF" ; +label variable ER51008 "HEHC SLF RPT: STOM PROB AGE 10--WF" ; +label variable ER51009 "HEHC SLF RPT: STOM PROB AGE 11--WF" ; +label variable ER51010 "HEHC SLF RPT: STOM PROB AGE 12--WF" ; +label variable ER51011 "HEHC SLF RPT: STOM PROB AGE 13--WF" ; +label variable ER51012 "HEHC SLF RPT: STOM PROB AGE 14--WF" ; +label variable ER51013 "HEHC SLF RPT: STOM PROB AGE 15--WF" ; +label variable ER51014 "HEHC SLF RPT: STOM PROB AGE 16--WF" ; +label variable ER51015 "HEHC SLF RPT: STOM PROB AGE 17+--WF" ; +label variable ER51016 "HEHC SLF RPT: AGE END STOM PROB--WF" ; +label variable ER51017 "HEHC SLF RPT: HGH BLOOD PR B4 AGE 1--WF" ; +label variable ER51018 "HEHC SLF RPT: HGH BLOOD PR AGE 1--WF" ; +label variable ER51019 "HEHC SLF RPT: HGH BLOOD PR AGE 2--WF" ; +label variable ER51020 "HEHC SLF RPT: HGH BLOOD PR AGE 3--WF" ; +label variable ER51021 "HEHC SLF RPT: HGH BLOOD PR AGE 4--WF" ; +label variable ER51022 "HEHC SLF RPT: HGH BLOOD PR AGE 5--WF" ; +label variable ER51023 "HEHC SLF RPT: HGH BLOOD PR AGE 6--WF" ; +label variable ER51024 "HEHC SLF RPT: HGH BLOOD PR AGE 7--WF" ; +label variable ER51025 "HEHC SLF RPT: HGH BLOOD PR AGE 8--WF" ; +label variable ER51026 "HEHC SLF RPT: HGH BLOOD PR AGE 9--WF" ; +label variable ER51027 "HEHC SLF RPT: HGH BLOOD PR AGE 10--WF" ; +label variable ER51028 "HEHC SLF RPT: HGH BLOOD PR AGE 11--WF" ; +label variable ER51029 "HEHC SLF RPT: HGH BLOOD PR AGE 12--WF" ; +label variable ER51030 "HEHC SLF RPT: HGH BLOOD PR AGE 13--WF" ; +label variable ER51031 "HEHC SLF RPT: HGH BLOOD PR AGE 14--WF" ; +label variable ER51032 "HEHC SLF RPT: HGH BLOOD PR AGE 15--WF" ; +label variable ER51033 "HEHC SLF RPT: HGH BLOOD PR AGE 16--WF" ; +label variable ER51034 "HEHC SLF RPT: HGH BLOOD PR AGE 17+--WF" ; +label variable ER51035 "HEHC SLF RPT: AGE END HGH BLOOD PR--WF" ; +label variable ER51036 "HEHC SLF RPT: DEPRESSION B4 AGE 1--WF" ; +label variable ER51037 "HEHC SLF RPT: DEPRESSION AGE 1--WF" ; +label variable ER51038 "HEHC SLF RPT: DEPRESSION AGE 2--WF" ; +label variable ER51039 "HEHC SLF RPT: DEPRESSION AGE 3--WF" ; +label variable ER51040 "HEHC SLF RPT: DEPRESSION AGE 4--WF" ; +label variable ER51041 "HEHC SLF RPT: DEPRESSION AGE 5--WF" ; +label variable ER51042 "HEHC SLF RPT: DEPRESSION AGE 6--WF" ; +label variable ER51043 "HEHC SLF RPT: DEPRESSION AGE 7--WF" ; +label variable ER51044 "HEHC SLF RPT: DEPRESSION AGE 8--WF" ; +label variable ER51045 "HEHC SLF RPT: DEPRESSION AGE 9--WF" ; +label variable ER51046 "HEHC SLF RPT: DEPRESSION AGE 10--WF" ; +label variable ER51047 "HEHC SLF RPT: DEPRESSION AGE 11--WF" ; +label variable ER51048 "HEHC SLF RPT: DEPRESSION AGE 12--WF" ; +label variable ER51049 "HEHC SLF RPT: DEPRESSION AGE 13--WF" ; +label variable ER51050 "HEHC SLF RPT: DEPRESSION AGE 14--WF" ; +label variable ER51051 "HEHC SLF RPT: DEPRESSION AGE 15--WF" ; +label variable ER51052 "HEHC SLF RPT: DEPRESSION AGE 16--WF" ; +label variable ER51053 "HEHC SLF RPT: DEPRESSION AGE 17+--WF" ; +label variable ER51054 "HEHC SLF RPT: AGE END DEPRESSION--WF" ; +label variable ER51055 "HEHC SLF RPT: DRUG/AL PROB B4 AGE 1--WF" ; +label variable ER51056 "HEHC SLF RPT: DRUG/AL PROB AGE 1--WF" ; +label variable ER51057 "HEHC SLF RPT: DRUG/AL PROB AGE 2--WF" ; +label variable ER51058 "HEHC SLF RPT: DRUG/AL PROB AGE 3--WF" ; +label variable ER51059 "HEHC SLF RPT: DRUG/AL PROB AGE 4--WF" ; +label variable ER51060 "HEHC SLF RPT: DRUG/AL PROB AGE 5--WF" ; +label variable ER51061 "HEHC SLF RPT: DRUG/AL PROB AGE 6--WF" ; +label variable ER51062 "HEHC SLF RPT: DRUG/AL PROB AGE 7--WF" ; +label variable ER51063 "HEHC SLF RPT: DRUG/AL PROB AGE 8--WF" ; +label variable ER51064 "HEHC SLF RPT: DRUG/AL PROB AGE 9--WF" ; +label variable ER51065 "HEHC SLF RPT: DRUG/AL PROB AGE 10--WF" ; +label variable ER51066 "HEHC SLF RPT: DRUG/AL PROB AGE 11--WF" ; +label variable ER51067 "HEHC SLF RPT: DRUG/AL PROB AGE 12--WF" ; +label variable ER51068 "HEHC SLF RPT: DRUG/AL PROB AGE 13--WF" ; +label variable ER51069 "HEHC SLF RPT: DRUG/AL PROB AGE 14--WF" ; +label variable ER51070 "HEHC SLF RPT: DRUG/AL PROB AGE 15--WF" ; +label variable ER51071 "HEHC SLF RPT: DRUG/AL PROB AGE 16--WF" ; +label variable ER51072 "HEHC SLF RPT: DRUG/AL PROB AGE 17+--WF" ; +label variable ER51073 "HEHC SLF RPT: AGE END DRUG/AL PROB--WF" ; +label variable ER51074 "HEHC SLF RPT: OTR PSYCH PROB B4 AGE 1--W" ; +label variable ER51075 "HEHC SLF RPT: OTR PSYCH PROB AGE 1--WF" ; +label variable ER51076 "HEHC SLF RPT: OTR PSYCH PROB AGE 2--WF" ; +label variable ER51077 "HEHC SLF RPT: OTR PSYCH PROB AGE 3--WF" ; +label variable ER51078 "HEHC SLF RPT: OTR PSYCH PROB AGE 4--WF" ; +label variable ER51079 "HEHC SLF RPT: OTR PSYCH PROB AGE 5--WF" ; +label variable ER51080 "HEHC SLF RPT: OTR PSYCH PROB AGE 6--WF" ; +label variable ER51081 "HEHC SLF RPT: OTR PSYCH PROB AGE 7--WF" ; +label variable ER51082 "HEHC SLF RPT: OTR PSYCH PROB AGE 8--WF" ; +label variable ER51083 "HEHC SLF RPT: OTR PSYCH PROB AGE 9--WF" ; +label variable ER51084 "HEHC SLF RPT: OTR PSYCH PROB AGE 10--WF" ; +label variable ER51085 "HEHC SLF RPT: OTR PSYCH PROB AGE 11--WF" ; +label variable ER51086 "HEHC SLF RPT: OTR PSYCH PROB AGE 12--WF" ; +label variable ER51087 "HEHC SLF RPT: OTR PSYCH PROB AGE 13--WF" ; +label variable ER51088 "HEHC SLF RPT: OTR PSYCH PROB AGE 14--WF" ; +label variable ER51089 "HEHC SLF RPT: OTR PSYCH PROB AGE 15--WF" ; +label variable ER51090 "HEHC SLF RPT: OTR PSYCH PROB AGE 16--WF" ; +label variable ER51091 "HEHC SLF RPT: OTR PSYCH PROB AGE 17+--WF" ; +label variable ER51092 "HEHC SLF RPT: AGE END OTR PSYCH PROB--WF" ; +label variable ER51093 "HEHC SP RPT: YEAR 1ST REPORT--WF" ; +label variable ER51094 "HEHC SP RPT: PAR SEP B4 AGE 1--WF" ; +label variable ER51095 "HEHC SP RPT: PAR SEP AGE 1--WF" ; +label variable ER51096 "HEHC SP RPT: PAR SEP AGE 2--WF" ; +label variable ER51097 "HEHC SP RPT: PAR SEP AGE 3--WF" ; +label variable ER51098 "HEHC SP RPT: PAR SEP AGE 4--WF" ; +label variable ER51099 "HEHC SP RPT: PAR SEP AGE 5--WF" ; +label variable ER51100 "HEHC SP RPT: PAR SEP AGE 6--WF" ; +label variable ER51101 "HEHC SP RPT: PAR SEP AGE 7--WF" ; +label variable ER51102 "HEHC SP RPT: PAR SEP AGE 8--WF" ; +label variable ER51103 "HEHC SP RPT: PAR SEP AGE 9--WF" ; +label variable ER51104 "HEHC SP RPT: PAR SEP AGE 10--WF" ; +label variable ER51105 "HEHC SP RPT: PAR SEP AGE 11--WF" ; +label variable ER51106 "HEHC SP RPT: PAR SEP AGE 12--WF" ; +label variable ER51107 "HEHC SP RPT: PAR SEP AGE 13--WF" ; +label variable ER51108 "HEHC SP RPT: PAR SEP AGE 14--WF" ; +label variable ER51109 "HEHC SP RPT: PAR SEP AGE 15--WF" ; +label variable ER51110 "HEHC SP RPT: PAR SEP AGE 16--WF" ; +label variable ER51111 "HEHC SP RPT: MOVE B4 AGE 1--WF" ; +label variable ER51112 "HEHC SP RPT: MOVE AGE 1--WF" ; +label variable ER51113 "HEHC SP RPT: MOVE AGE 2--WF" ; +label variable ER51114 "HEHC SP RPT: MOVE AGE 3--WF" ; +label variable ER51115 "HEHC SP RPT: MOVE AGE 4--WF" ; +label variable ER51116 "HEHC SP RPT: MOVE AGE 5--WF" ; +label variable ER51117 "HEHC SP RPT: MOVE AGE 6--WF" ; +label variable ER51118 "HEHC SP RPT: MOVE AGE 7--WF" ; +label variable ER51119 "HEHC SP RPT: MOVE AGE 8--WF" ; +label variable ER51120 "HEHC SP RPT: MOVE AGE 9--WF" ; +label variable ER51121 "HEHC SP RPT: MOVE AGE 10--WF" ; +label variable ER51122 "HEHC SP RPT: MOVE AGE 11--WF" ; +label variable ER51123 "HEHC SP RPT: MOVE AGE 12--WF" ; +label variable ER51124 "HEHC SP RPT: MOVE AGE 13--WF" ; +label variable ER51125 "HEHC SP RPT: MOVE AGE 14--WF" ; +label variable ER51126 "HEHC SP RPT: MOVE AGE 15--WF" ; +label variable ER51127 "HEHC SP RPT: MOVE AGE 16--WF" ; +label variable ER51128 "HEHC SP RPT: SCHOOL B4 AGE 1--WF" ; +label variable ER51129 "HEHC SP RPT: SCHOOL AGE 1--WF" ; +label variable ER51130 "HEHC SP RPT: SCHOOL AGE 2--WF" ; +label variable ER51131 "HEHC SP RPT: SCHOOL AGE 3--WF" ; +label variable ER51132 "HEHC SP RPT: SCHOOL AGE 4--WF" ; +label variable ER51133 "HEHC SP RPT: SCHOOL AGE 5--WF" ; +label variable ER51134 "HEHC SP RPT: SCHOOL AGE 6--WF" ; +label variable ER51135 "HEHC SP RPT: SCHOOL AGE 7--WF" ; +label variable ER51136 "HEHC SP RPT: SCHOOL AGE 8--WF" ; +label variable ER51137 "HEHC SP RPT: SCHOOL AGE 9--WF" ; +label variable ER51138 "HEHC SP RPT: SCHOOL AGE 10--WF" ; +label variable ER51139 "HEHC SP RPT: SCHOOL AGE 11--WF" ; +label variable ER51140 "HEHC SP RPT: SCHOOL AGE 12--WF" ; +label variable ER51141 "HEHC SP RPT: SCHOOL AGE 13--WF" ; +label variable ER51142 "HEHC SP RPT: SCHOOL AGE 14--WF" ; +label variable ER51143 "HEHC SP RPT: SCHOOL AGE 15--WF" ; +label variable ER51144 "HEHC SP RPT: SCHOOL AGE 16--WF" ; +label variable ER51145 "HEHC SP RPT: ASTHMA B4 AGE 1--WF" ; +label variable ER51146 "HEHC SP RPT: ASTHMA AGE 1--WF" ; +label variable ER51147 "HEHC SP RPT: ASTHMA AGE 2--WF" ; +label variable ER51148 "HEHC SP RPT: ASTHMA AGE 3--WF" ; +label variable ER51149 "HEHC SP RPT: ASTHMA AGE 4--WF" ; +label variable ER51150 "HEHC SP RPT: ASTHMA AGE 5--WF" ; +label variable ER51151 "HEHC SP RPT: ASTHMA AGE 6--WF" ; +label variable ER51152 "HEHC SP RPT: ASTHMA AGE 7--WF" ; +label variable ER51153 "HEHC SP RPT: ASTHMA AGE 8--WF" ; +label variable ER51154 "HEHC SP RPT: ASTHMA AGE 9--WF" ; +label variable ER51155 "HEHC SP RPT: ASTHMA AGE 10--WF" ; +label variable ER51156 "HEHC SP RPT: ASTHMA AGE 11--WF" ; +label variable ER51157 "HEHC SP RPT: ASTHMA AGE 12--WF" ; +label variable ER51158 "HEHC SP RPT: ASTHMA AGE 13--WF" ; +label variable ER51159 "HEHC SP RPT: ASTHMA AGE 14--WF" ; +label variable ER51160 "HEHC SP RPT: ASTHMA AGE 15--WF" ; +label variable ER51161 "HEHC SP RPT: ASTHMA AGE 16--WF" ; +label variable ER51162 "HEHC SP RPT: ASTHMA AGE 17+--WF" ; +label variable ER51163 "HEHC SP RPT: AGE END ASTHMA--WF" ; +label variable ER51164 "HEHC SP RPT: DIABETES B4 AGE 1--WF" ; +label variable ER51165 "HEHC SP RPT: DIABETES AGE 1--WF" ; +label variable ER51166 "HEHC SP RPT: DIABETES AGE 2--WF" ; +label variable ER51167 "HEHC SP RPT: DIABETES AGE 3--WF" ; +label variable ER51168 "HEHC SP RPT: DIABETES AGE 4--WF" ; +label variable ER51169 "HEHC SP RPT: DIABETES AGE 5--WF" ; +label variable ER51170 "HEHC SP RPT: DIABETES AGE 6--WF" ; +label variable ER51171 "HEHC SP RPT: DIABETES AGE 7--WF" ; +label variable ER51172 "HEHC SP RPT: DIABETES AGE 8--WF" ; +label variable ER51173 "HEHC SP RPT: DIABETES AGE 9--WF" ; +label variable ER51174 "HEHC SP RPT: DIABETES AGE 10--WF" ; +label variable ER51175 "HEHC SP RPT: DIABETES AGE 11--WF" ; +label variable ER51176 "HEHC SP RPT: DIABETES AGE 12--WF" ; +label variable ER51177 "HEHC SP RPT: DIABETES AGE 13--WF" ; +label variable ER51178 "HEHC SP RPT: DIABETES AGE 14--WF" ; +label variable ER51179 "HEHC SP RPT: DIABETES AGE 15--WF" ; +label variable ER51180 "HEHC SP RPT: DIABETES AGE 16--WF" ; +label variable ER51181 "HEHC SP RPT: DIABETES AGE 17+--WF" ; +label variable ER51182 "HEHC SP RPT: AGE END DIABETES--WF" ; +label variable ER51183 "HEHC SP RPT: RESP DIS B4 AGE 1--WF" ; +label variable ER51184 "HEHC SP RPT: RESP DIS AGE 1--WF" ; +label variable ER51185 "HEHC SP RPT: RESP DIS AGE 2--WF" ; +label variable ER51186 "HEHC SP RPT: RESP DIS AGE 3--WF" ; +label variable ER51187 "HEHC SP RPT: RESP DIS AGE 4--WF" ; +label variable ER51188 "HEHC SP RPT: RESP DIS AGE 5--WF" ; +label variable ER51189 "HEHC SP RPT: RESP DIS AGE 6--WF" ; +label variable ER51190 "HEHC SP RPT: RESP DIS AGE 7--WF" ; +label variable ER51191 "HEHC SP RPT: RESP DIS AGE 8--WF" ; +label variable ER51192 "HEHC SP RPT: RESP DIS AGE 9--WF" ; +label variable ER51193 "HEHC SP RPT: RESP DIS AGE 10--WF" ; +label variable ER51194 "HEHC SP RPT: RESP DIS AGE 11--WF" ; +label variable ER51195 "HEHC SP RPT: RESP DIS AGE 12--WF" ; +label variable ER51196 "HEHC SP RPT: RESP DIS AGE 13--WF" ; +label variable ER51197 "HEHC SP RPT: RESP DIS AGE 14--WF" ; +label variable ER51198 "HEHC SP RPT: RESP DIS AGE 15--WF" ; +label variable ER51199 "HEHC SP RPT: RESP DIS AGE 16--WF" ; +label variable ER51200 "HEHC SP RPT: RESP DIS AGE 17+--WF" ; +label variable ER51201 "HEHC SP RPT: AGE END RESP DIS--WF" ; +label variable ER51202 "HEHC SP RPT: SPCH IMPAIR B4 AGE 1--WF" ; +label variable ER51203 "HEHC SP RPT: SPCH IMPAIR AGE 1--WF" ; +label variable ER51204 "HEHC SP RPT: SPCH IMPAIR AGE 2--WF" ; +label variable ER51205 "HEHC SP RPT: SPCH IMPAIR AGE 3--WF" ; +label variable ER51206 "HEHC SP RPT: SPCH IMPAIR AGE 4--WF" ; +label variable ER51207 "HEHC SP RPT: SPCH IMPAIR AGE 5--WF" ; +label variable ER51208 "HEHC SP RPT: SPCH IMPAIR AGE 6--WF" ; +label variable ER51209 "HEHC SP RPT: SPCH IMPAIR AGE 7--WF" ; +label variable ER51210 "HEHC SP RPT: SPCH IMPAIR AGE 8--WF" ; +label variable ER51211 "HEHC SP RPT: SPCH IMPAIR AGE 9--WF" ; +label variable ER51212 "HEHC SP RPT: SPCH IMPAIR AGE 10--WF" ; +label variable ER51213 "HEHC SP RPT: SPCH IMPAIR AGE 11--WF" ; +label variable ER51214 "HEHC SP RPT: SPCH IMPAIR AGE 12--WF" ; +label variable ER51215 "HEHC SP RPT: SPCH IMPAIR AGE 13--WF" ; +label variable ER51216 "HEHC SP RPT: SPCH IMPAIR AGE 14--WF" ; +label variable ER51217 "HEHC SP RPT: SPCH IMPAIR AGE 15--WF" ; +label variable ER51218 "HEHC SP RPT: SPCH IMPAIR AGE 16--WF" ; +label variable ER51219 "HEHC SP RPT: SPCH IMPAIR AGE 17+--WF" ; +label variable ER51220 "HEHC SP RPT: AGE END SPCH IMPAIR--WF" ; +label variable ER51221 "HEHC SP RPT: ALLERGY B4 AGE 1--WF" ; +label variable ER51222 "HEHC SP RPT: ALLERGY AGE 1--WF" ; +label variable ER51223 "HEHC SP RPT: ALLERGY AGE 2--WF" ; +label variable ER51224 "HEHC SP RPT: ALLERGY AGE 3--WF" ; +label variable ER51225 "HEHC SP RPT: ALLERGY AGE 4--WF" ; +label variable ER51226 "HEHC SP RPT: ALLERGY AGE 5--WF" ; +label variable ER51227 "HEHC SP RPT: ALLERGY AGE 6--WF" ; +label variable ER51228 "HEHC SP RPT: ALLERGY AGE 7--WF" ; +label variable ER51229 "HEHC SP RPT: ALLERGY AGE 8--WF" ; +label variable ER51230 "HEHC SP RPT: ALLERGY AGE 9--WF" ; +label variable ER51231 "HEHC SP RPT: ALLERGY AGE 10--WF" ; +label variable ER51232 "HEHC SP RPT: ALLERGY AGE 11--WF" ; +label variable ER51233 "HEHC SP RPT: ALLERGY AGE 12--WF" ; +label variable ER51234 "HEHC SP RPT: ALLERGY AGE 13--WF" ; +label variable ER51235 "HEHC SP RPT: ALLERGY AGE 14--WF" ; +label variable ER51236 "HEHC SP RPT: ALLERGY AGE 15--WF" ; +label variable ER51237 "HEHC SP RPT: ALLERGY AGE 16--WF" ; +label variable ER51238 "HEHC SP RPT: ALLERGY AGE 17+--WF" ; +label variable ER51239 "HEHC SP RPT: AGE END ALLERGY--WF" ; +label variable ER51240 "HEHC SP RPT: HEART TRBL B4 AGE 1--WF" ; +label variable ER51241 "HEHC SP RPT: HEART TRBL AGE 1--WF" ; +label variable ER51242 "HEHC SP RPT: HEART TRBL AGE 2--WF" ; +label variable ER51243 "HEHC SP RPT: HEART TRBL AGE 3--WF" ; +label variable ER51244 "HEHC SP RPT: HEART TRBL AGE 4--WF" ; +label variable ER51245 "HEHC SP RPT: HEART TRBL AGE 5--WF" ; +label variable ER51246 "HEHC SP RPT: HEART TRBL AGE 6--WF" ; +label variable ER51247 "HEHC SP RPT: HEART TRBL AGE 7--WF" ; +label variable ER51248 "HEHC SP RPT: HEART TRBL AGE 8--WF" ; +label variable ER51249 "HEHC SP RPT: HEART TRBL AGE 9--WF" ; +label variable ER51250 "HEHC SP RPT: HEART TRBL AGE 10--WF" ; +label variable ER51251 "HEHC SP RPT: HEART TRBL AGE 11--WF" ; +label variable ER51252 "HEHC SP RPT: HEART TRBL AGE 12--WF" ; +label variable ER51253 "HEHC SP RPT: HEART TRBL AGE 13--WF" ; +label variable ER51254 "HEHC SP RPT: HEART TRBL AGE 14--WF" ; +label variable ER51255 "HEHC SP RPT: HEART TRBL AGE 15--WF" ; +label variable ER51256 "HEHC SP RPT: HEART TRBL AGE 16--WF" ; +label variable ER51257 "HEHC SP RPT: HEART TRBL AGE 17+--WF" ; +label variable ER51258 "HEHC SP RPT: AGE END HEART TRBL--WF" ; +label variable ER51259 "HEHC SP RPT: EAR PROBS B4 AGE 1--WF" ; +label variable ER51260 "HEHC SP RPT: EAR PROBS AGE 1--WF" ; +label variable ER51261 "HEHC SP RPT: EAR PROBS AGE 2--WF" ; +label variable ER51262 "HEHC SP RPT: EAR PROBS AGE 3--WF" ; +label variable ER51263 "HEHC SP RPT: EAR PROBS AGE 4--WF" ; +label variable ER51264 "HEHC SP RPT: EAR PROBS AGE 5--WF" ; +label variable ER51265 "HEHC SP RPT: EAR PROBS AGE 6--WF" ; +label variable ER51266 "HEHC SP RPT: EAR PROBS AGE 7--WF" ; +label variable ER51267 "HEHC SP RPT: EAR PROBS AGE 8--WF" ; +label variable ER51268 "HEHC SP RPT: EAR PROBS AGE 9--WF" ; +label variable ER51269 "HEHC SP RPT: EAR PROBS AGE 10--WF" ; +label variable ER51270 "HEHC SP RPT: EAR PROBS AGE 11--WF" ; +label variable ER51271 "HEHC SP RPT: EAR PROBS AGE 12--WF" ; +label variable ER51272 "HEHC SP RPT: EAR PROBS AGE 13--WF" ; +label variable ER51273 "HEHC SP RPT: EAR PROBS AGE 14--WF" ; +label variable ER51274 "HEHC SP RPT: EAR PROBS AGE 15--WF" ; +label variable ER51275 "HEHC SP RPT: EAR PROBS AGE 16--WF" ; +label variable ER51276 "HEHC SP RPT: EAR PROBS AGE 17+--WF" ; +label variable ER51277 "HEHC SP RPT: AGE END EAR PROBS--WF" ; +label variable ER51278 "HEHC SP RPT: EPILEPSY B4 AGE 1--WF" ; +label variable ER51279 "HEHC SP RPT: EPILEPSY AGE 1--WF" ; +label variable ER51280 "HEHC SP RPT: EPILEPSY AGE 2--WF" ; +label variable ER51281 "HEHC SP RPT: EPILEPSY AGE 3--WF" ; +label variable ER51282 "HEHC SP RPT: EPILEPSY AGE 4--WF" ; +label variable ER51283 "HEHC SP RPT: EPILEPSY AGE 5--WF" ; +label variable ER51284 "HEHC SP RPT: EPILEPSY AGE 6--WF" ; +label variable ER51285 "HEHC SP RPT: EPILEPSY AGE 7--WF" ; +label variable ER51286 "HEHC SP RPT: EPILEPSY AGE 8--WF" ; +label variable ER51287 "HEHC SP RPT: EPILEPSY AGE 9--WF" ; +label variable ER51288 "HEHC SP RPT: EPILEPSY AGE 10--WF" ; +label variable ER51289 "HEHC SP RPT: EPILEPSY AGE 11--WF" ; +label variable ER51290 "HEHC SP RPT: EPILEPSY AGE 12--WF" ; +label variable ER51291 "HEHC SP RPT: EPILEPSY AGE 13--WF" ; +label variable ER51292 "HEHC SP RPT: EPILEPSY AGE 14--WF" ; +label variable ER51293 "HEHC SP RPT: EPILEPSY AGE 15--WF" ; +label variable ER51294 "HEHC SP RPT: EPILEPSY AGE 16--WF" ; +label variable ER51295 "HEHC SP RPT: EPILEPSY AGE 17+--WF" ; +label variable ER51296 "HEHC SP RPT: AGE END EPILEPSY--WF" ; +label variable ER51297 "HEHC SP RPT: HEADACHE B4 AGE 1--WF" ; +label variable ER51298 "HEHC SP RPT: HEADACHE AGE 1--WF" ; +label variable ER51299 "HEHC SP RPT: HEADACHE AGE 2--WF" ; +label variable ER51300 "HEHC SP RPT: HEADACHE AGE 3--WF" ; +label variable ER51301 "HEHC SP RPT: HEADACHE AGE 4--WF" ; +label variable ER51302 "HEHC SP RPT: HEADACHE AGE 5--WF" ; +label variable ER51303 "HEHC SP RPT: HEADACHE AGE 6--WF" ; +label variable ER51304 "HEHC SP RPT: HEADACHE AGE 7--WF" ; +label variable ER51305 "HEHC SP RPT: HEADACHE AGE 8--WF" ; +label variable ER51306 "HEHC SP RPT: HEADACHE AGE 9--WF" ; +label variable ER51307 "HEHC SP RPT: HEADACHE AGE 10--WF" ; +label variable ER51308 "HEHC SP RPT: HEADACHE AGE 11--WF" ; +label variable ER51309 "HEHC SP RPT: HEADACHE AGE 12--WF" ; +label variable ER51310 "HEHC SP RPT: HEADACHE AGE 13--WF" ; +label variable ER51311 "HEHC SP RPT: HEADACHE AGE 14--WF" ; +label variable ER51312 "HEHC SP RPT: HEADACHE AGE 15--WF" ; +label variable ER51313 "HEHC SP RPT: HEADACHE AGE 16--WF" ; +label variable ER51314 "HEHC SP RPT: HEADACHE AGE 17+--WF" ; +label variable ER51315 "HEHC SP RPT: AGE END HEADACHE--WF" ; +label variable ER51316 "HEHC SP RPT: STOM PROB B4 AGE 1--WF" ; +label variable ER51317 "HEHC SP RPT: STOM PROB AGE 1--WF" ; +label variable ER51318 "HEHC SP RPT: STOM PROB AGE 2--WF" ; +label variable ER51319 "HEHC SP RPT: STOM PROB AGE 3--WF" ; +label variable ER51320 "HEHC SP RPT: STOM PROB AGE 4--WF" ; +label variable ER51321 "HEHC SP RPT: STOM PROB AGE 5--WF" ; +label variable ER51322 "HEHC SP RPT: STOM PROB AGE 6--WF" ; +label variable ER51323 "HEHC SP RPT: STOM PROB AGE 7--WF" ; +label variable ER51324 "HEHC SP RPT: STOM PROB AGE 8--WF" ; +label variable ER51325 "HEHC SP RPT: STOM PROB AGE 9--WF" ; +label variable ER51326 "HEHC SP RPT: STOM PROB AGE 10--WF" ; +label variable ER51327 "HEHC SP RPT: STOM PROB AGE 11--WF" ; +label variable ER51328 "HEHC SP RPT: STOM PROB AGE 12--WF" ; +label variable ER51329 "HEHC SP RPT: STOM PROB AGE 13--WF" ; +label variable ER51330 "HEHC SP RPT: STOM PROB AGE 14--WF" ; +label variable ER51331 "HEHC SP RPT: STOM PROB AGE 15--WF" ; +label variable ER51332 "HEHC SP RPT: STOM PROB AGE 16--WF" ; +label variable ER51333 "HEHC SP RPT: STOM PROB AGE 17+--WF" ; +label variable ER51334 "HEHC SP RPT: AGE END STOM PROB--WF" ; +label variable ER51335 "HEHC SP RPT: HGH BLOOD PR B4 AGE 1--WF" ; +label variable ER51336 "HEHC SP RPT: HGH BLOOD PR AGE 1--WF" ; +label variable ER51337 "HEHC SP RPT: HGH BLOOD PR AGE 2--WF" ; +label variable ER51338 "HEHC SP RPT: HGH BLOOD PR AGE 3--WF" ; +label variable ER51339 "HEHC SP RPT: HGH BLOOD PR AGE 4--WF" ; +label variable ER51340 "HEHC SP RPT: HGH BLOOD PR AGE 5--WF" ; +label variable ER51341 "HEHC SP RPT: HGH BLOOD PR AGE 6--WF" ; +label variable ER51342 "HEHC SP RPT: HGH BLOOD PR AGE 7--WF" ; +label variable ER51343 "HEHC SP RPT: HGH BLOOD PR AGE 8--WF" ; +label variable ER51344 "HEHC SP RPT: HGH BLOOD PR AGE 9--WF" ; +label variable ER51345 "HEHC SP RPT: HGH BLOOD PR AGE 10--WF" ; +label variable ER51346 "HEHC SP RPT: HGH BLOOD PR AGE 11--WF" ; +label variable ER51347 "HEHC SP RPT: HGH BLOOD PR AGE 12--WF" ; +label variable ER51348 "HEHC SP RPT: HGH BLOOD PR AGE 13--WF" ; +label variable ER51349 "HEHC SP RPT: HGH BLOOD PR AGE 14--WF" ; +label variable ER51350 "HEHC SP RPT: HGH BLOOD PR AGE 15--WF" ; +label variable ER51351 "HEHC SP RPT: HGH BLOOD PR AGE 16--WF" ; +label variable ER51352 "HEHC SP RPT: HGH BLOOD PR AGE 17+--WF" ; +label variable ER51353 "HEHC SP RPT: AGE END HGH BLOOD PR--WF" ; +label variable ER51354 "HEHC SP RPT: DEPRESSION B4 AGE 1--WF" ; +label variable ER51355 "HEHC SP RPT: DEPRESSION AGE 1--WF" ; +label variable ER51356 "HEHC SP RPT: DEPRESSION AGE 2--WF" ; +label variable ER51357 "HEHC SP RPT: DEPRESSION AGE 3--WF" ; +label variable ER51358 "HEHC SP RPT: DEPRESSION AGE 4--WF" ; +label variable ER51359 "HEHC SP RPT: DEPRESSION AGE 5--WF" ; +label variable ER51360 "HEHC SP RPT: DEPRESSION AGE 6--WF" ; +label variable ER51361 "HEHC SP RPT: DEPRESSION AGE 7--WF" ; +label variable ER51362 "HEHC SP RPT: DEPRESSION AGE 8--WF" ; +label variable ER51363 "HEHC SP RPT: DEPRESSION AGE 9--WF" ; +label variable ER51364 "HEHC SP RPT: DEPRESSION AGE 10--WF" ; +label variable ER51365 "HEHC SP RPT: DEPRESSION AGE 11--WF" ; +label variable ER51366 "HEHC SP RPT: DEPRESSION AGE 12--WF" ; +label variable ER51367 "HEHC SP RPT: DEPRESSION AGE 13--WF" ; +label variable ER51368 "HEHC SP RPT: DEPRESSION AGE 14--WF" ; +label variable ER51369 "HEHC SP RPT: DEPRESSION AGE 15--WF" ; +label variable ER51370 "HEHC SP RPT: DEPRESSION AGE 16--WF" ; +label variable ER51371 "HEHC SP RPT: DEPRESSION AGE 17+--WF" ; +label variable ER51372 "HEHC SP RPT: AGE END DEPRESSION--WF" ; +label variable ER51373 "HEHC SP RPT: DRUG/AL PROB B4 AGE 1--WF" ; +label variable ER51374 "HEHC SP RPT: DRUG/AL PROB AGE 1--WF" ; +label variable ER51375 "HEHC SP RPT: DRUG/AL PROB AGE 2--WF" ; +label variable ER51376 "HEHC SP RPT: DRUG/AL PROB AGE 3--WF" ; +label variable ER51377 "HEHC SP RPT: DRUG/AL PROB AGE 4--WF" ; +label variable ER51378 "HEHC SP RPT: DRUG/AL PROB AGE 5--WF" ; +label variable ER51379 "HEHC SP RPT: DRUG/AL PROB AGE 6--WF" ; +label variable ER51380 "HEHC SP RPT: DRUG/AL PROB AGE 7--WF" ; +label variable ER51381 "HEHC SP RPT: DRUG/AL PROB AGE 8--WF" ; +label variable ER51382 "HEHC SP RPT: DRUG/AL PROB AGE 9--WF" ; +label variable ER51383 "HEHC SP RPT: DRUG/AL PROB AGE 10--WF" ; +label variable ER51384 "HEHC SP RPT: DRUG/AL PROB AGE 11--WF" ; +label variable ER51385 "HEHC SP RPT: DRUG/AL PROB AGE 12--WF" ; +label variable ER51386 "HEHC SP RPT: DRUG/AL PROB AGE 13--WF" ; +label variable ER51387 "HEHC SP RPT: DRUG/AL PROB AGE 14--WF" ; +label variable ER51388 "HEHC SP RPT: DRUG/AL PROB AGE 15--WF" ; +label variable ER51389 "HEHC SP RPT: DRUG/AL PROB AGE 16--WF" ; +label variable ER51390 "HEHC SP RPT: DRUG/AL PROB AGE 17+--WF" ; +label variable ER51391 "HEHC SP RPT: AGE END DRUG/AL PROB--WF" ; +label variable ER51392 "HEHC SP RPT: OTR PSYCH PROB B4 AGE 1--WF" ; +label variable ER51393 "HEHC SP RPT: OTR PSYCH PROB AGE 1--WF" ; +label variable ER51394 "HEHC SP RPT: OTR PSYCH PROB AGE 2--WF" ; +label variable ER51395 "HEHC SP RPT: OTR PSYCH PROB AGE 3--WF" ; +label variable ER51396 "HEHC SP RPT: OTR PSYCH PROB AGE 4--WF" ; +label variable ER51397 "HEHC SP RPT: OTR PSYCH PROB AGE 5--WF" ; +label variable ER51398 "HEHC SP RPT: OTR PSYCH PROB AGE 6--WF" ; +label variable ER51399 "HEHC SP RPT: OTR PSYCH PROB AGE 7--WF" ; +label variable ER51400 "HEHC SP RPT: OTR PSYCH PROB AGE 8--WF" ; +label variable ER51401 "HEHC SP RPT: OTR PSYCH PROB AGE 9--WF" ; +label variable ER51402 "HEHC SP RPT: OTR PSYCH PROB AGE 10--WF" ; +label variable ER51403 "HEHC SP RPT: OTR PSYCH PROB AGE 11--WF" ; +label variable ER51404 "HEHC SP RPT: OTR PSYCH PROB AGE 12--WF" ; +label variable ER51405 "HEHC SP RPT: OTR PSYCH PROB AGE 13--WF" ; +label variable ER51406 "HEHC SP RPT: OTR PSYCH PROB AGE 14--WF" ; +label variable ER51407 "HEHC SP RPT: OTR PSYCH PROB AGE 15--WF" ; +label variable ER51408 "HEHC SP RPT: OTR PSYCH PROB AGE 16--WF" ; +label variable ER51409 "HEHC SP RPT: OTR PSYCH PROB AGE 17+--WF" ; +label variable ER51410 "HEHC SP RPT: AGE END OTR PSYCH PROB--WF" ; +label variable ER51411 "HEHC OTR RPT: YEAR 1ST REPORT--WF" ; +label variable ER51412 "HEHC OTR RPT: PAR SEP B4 AGE 1--WF" ; +label variable ER51413 "HEHC OTR RPT: PAR SEP AGE 1--WF" ; +label variable ER51414 "HEHC OTR RPT: PAR SEP AGE 2--WF" ; +label variable ER51415 "HEHC OTR RPT: PAR SEP AGE 3--WF" ; +label variable ER51416 "HEHC OTR RPT: PAR SEP AGE 4--WF" ; +label variable ER51417 "HEHC OTR RPT: PAR SEP AGE 5--WF" ; +label variable ER51418 "HEHC OTR RPT: PAR SEP AGE 6--WF" ; +label variable ER51419 "HEHC OTR RPT: PAR SEP AGE 7--WF" ; +label variable ER51420 "HEHC OTR RPT: PAR SEP AGE 8--WF" ; +label variable ER51421 "HEHC OTR RPT: PAR SEP AGE 9--WF" ; +label variable ER51422 "HEHC OTR RPT: PAR SEP AGE 10--WF" ; +label variable ER51423 "HEHC OTR RPT: PAR SEP AGE 11--WF" ; +label variable ER51424 "HEHC OTR RPT: PAR SEP AGE 12--WF" ; +label variable ER51425 "HEHC OTR RPT: PAR SEP AGE 13--WF" ; +label variable ER51426 "HEHC OTR RPT: PAR SEP AGE 14--WF" ; +label variable ER51427 "HEHC OTR RPT: PAR SEP AGE 15--WF" ; +label variable ER51428 "HEHC OTR RPT: PAR SEP AGE 16--WF" ; +label variable ER51429 "HEHC OTR RPT: MOVE B4 AGE 1--WF" ; +label variable ER51430 "HEHC OTR RPT: MOVE AGE 1--WF" ; +label variable ER51431 "HEHC OTR RPT: MOVE AGE 2--WF" ; +label variable ER51432 "HEHC OTR RPT: MOVE AGE 3--WF" ; +label variable ER51433 "HEHC OTR RPT: MOVE AGE 4--WF" ; +label variable ER51434 "HEHC OTR RPT: MOVE AGE 5--WF" ; +label variable ER51435 "HEHC OTR RPT: MOVE AGE 6--WF" ; +label variable ER51436 "HEHC OTR RPT: MOVE AGE 7--WF" ; +label variable ER51437 "HEHC OTR RPT: MOVE AGE 8--WF" ; +label variable ER51438 "HEHC OTR RPT: MOVE AGE 9--WF" ; +label variable ER51439 "HEHC OTR RPT: MOVE AGE 10--WF" ; +label variable ER51440 "HEHC OTR RPT: MOVE AGE 11--WF" ; +label variable ER51441 "HEHC OTR RPT: MOVE AGE 12--WF" ; +label variable ER51442 "HEHC OTR RPT: MOVE AGE 13--WF" ; +label variable ER51443 "HEHC OTR RPT: MOVE AGE 14--WF" ; +label variable ER51444 "HEHC OTR RPT: MOVE AGE 15--WF" ; +label variable ER51445 "HEHC OTR RPT: MOVE AGE 16--WF" ; +label variable ER51446 "HEHC OTR RPT: SCHOOL B4 AGE 1--WF" ; +label variable ER51447 "HEHC OTR RPT: SCHOOL AGE 1--WF" ; +label variable ER51448 "HEHC OTR RPT: SCHOOL AGE 2--WF" ; +label variable ER51449 "HEHC OTR RPT: SCHOOL AGE 3--WF" ; +label variable ER51450 "HEHC OTR RPT: SCHOOL AGE 4--WF" ; +label variable ER51451 "HEHC OTR RPT: SCHOOL AGE 5--WF" ; +label variable ER51452 "HEHC OTR RPT: SCHOOL AGE 6--WF" ; +label variable ER51453 "HEHC OTR RPT: SCHOOL AGE 7--WF" ; +label variable ER51454 "HEHC OTR RPT: SCHOOL AGE 8--WF" ; +label variable ER51455 "HEHC OTR RPT: SCHOOL AGE 9--WF" ; +label variable ER51456 "HEHC OTR RPT: SCHOOL AGE 10--WF" ; +label variable ER51457 "HEHC OTR RPT: SCHOOL AGE 11--WF" ; +label variable ER51458 "HEHC OTR RPT: SCHOOL AGE 12--WF" ; +label variable ER51459 "HEHC OTR RPT: SCHOOL AGE 13--WF" ; +label variable ER51460 "HEHC OTR RPT: SCHOOL AGE 14--WF" ; +label variable ER51461 "HEHC OTR RPT: SCHOOL AGE 15--WF" ; +label variable ER51462 "HEHC OTR RPT: SCHOOL AGE 16--WF" ; +label variable ER51463 "HEHC OTR RPT: ASTHMA B4 AGE 1--WF" ; +label variable ER51464 "HEHC OTR RPT: ASTHMA AGE 1--WF" ; +label variable ER51465 "HEHC OTR RPT: ASTHMA AGE 2--WF" ; +label variable ER51466 "HEHC OTR RPT: ASTHMA AGE 3--WF" ; +label variable ER51467 "HEHC OTR RPT: ASTHMA AGE 4--WF" ; +label variable ER51468 "HEHC OTR RPT: ASTHMA AGE 5--WF" ; +label variable ER51469 "HEHC OTR RPT: ASTHMA AGE 6--WF" ; +label variable ER51470 "HEHC OTR RPT: ASTHMA AGE 7--WF" ; +label variable ER51471 "HEHC OTR RPT: ASTHMA AGE 8--WF" ; +label variable ER51472 "HEHC OTR RPT: ASTHMA AGE 9--WF" ; +label variable ER51473 "HEHC OTR RPT: ASTHMA AGE 10--WF" ; +label variable ER51474 "HEHC OTR RPT: ASTHMA AGE 11--WF" ; +label variable ER51475 "HEHC OTR RPT: ASTHMA AGE 12--WF" ; +label variable ER51476 "HEHC OTR RPT: ASTHMA AGE 13--WF" ; +label variable ER51477 "HEHC OTR RPT: ASTHMA AGE 14--WF" ; +label variable ER51478 "HEHC OTR RPT: ASTHMA AGE 15--WF" ; +label variable ER51479 "HEHC OTR RPT: ASTHMA AGE 16--WF" ; +label variable ER51480 "HEHC OTR RPT: ASTHMA AGE 17+--WF" ; +label variable ER51481 "HEHC OTR RPT: AGE END ASTHMA--WF" ; +label variable ER51482 "HEHC OTR RPT: DIABETES B4 AGE 1--WF" ; +label variable ER51483 "HEHC OTR RPT: DIABETES AGE 1--WF" ; +label variable ER51484 "HEHC OTR RPT: DIABETES AGE 2--WF" ; +label variable ER51485 "HEHC OTR RPT: DIABETES AGE 3--WF" ; +label variable ER51486 "HEHC OTR RPT: DIABETES AGE 4--WF" ; +label variable ER51487 "HEHC OTR RPT: DIABETES AGE 5--WF" ; +label variable ER51488 "HEHC OTR RPT: DIABETES AGE 6--WF" ; +label variable ER51489 "HEHC OTR RPT: DIABETES AGE 7--WF" ; +label variable ER51490 "HEHC OTR RPT: DIABETES AGE 8--WF" ; +label variable ER51491 "HEHC OTR RPT: DIABETES AGE 9--WF" ; +label variable ER51492 "HEHC OTR RPT: DIABETES AGE 10--WF" ; +label variable ER51493 "HEHC OTR RPT: DIABETES AGE 11--WF" ; +label variable ER51494 "HEHC OTR RPT: DIABETES AGE 12--WF" ; +label variable ER51495 "HEHC OTR RPT: DIABETES AGE 13--WF" ; +label variable ER51496 "HEHC OTR RPT: DIABETES AGE 14--WF" ; +label variable ER51497 "HEHC OTR RPT: DIABETES AGE 15--WF" ; +label variable ER51498 "HEHC OTR RPT: DIABETES AGE 16--WF" ; +label variable ER51499 "HEHC OTR RPT: DIABETES AGE 17+--WF" ; +label variable ER51500 "HEHC OTR RPT: AGE END DIABETES--WF" ; +label variable ER51501 "HEHC OTR RPT: RESP DIS B4 AGE 1--WF" ; +label variable ER51502 "HEHC OTR RPT: RESP DIS AGE 1--WF" ; +label variable ER51503 "HEHC OTR RPT: RESP DIS AGE 2--WF" ; +label variable ER51504 "HEHC OTR RPT: RESP DIS AGE 3--WF" ; +label variable ER51505 "HEHC OTR RPT: RESP DIS AGE 4--WF" ; +label variable ER51506 "HEHC OTR RPT: RESP DIS AGE 5--WF" ; +label variable ER51507 "HEHC OTR RPT: RESP DIS AGE 6--WF" ; +label variable ER51508 "HEHC OTR RPT: RESP DIS AGE 7--WF" ; +label variable ER51509 "HEHC OTR RPT: RESP DIS AGE 8--WF" ; +label variable ER51510 "HEHC OTR RPT: RESP DIS AGE 9--WF" ; +label variable ER51511 "HEHC OTR RPT: RESP DIS AGE 10--WF" ; +label variable ER51512 "HEHC OTR RPT: RESP DIS AGE 11--WF" ; +label variable ER51513 "HEHC OTR RPT: RESP DIS AGE 12--WF" ; +label variable ER51514 "HEHC OTR RPT: RESP DIS AGE 13--WF" ; +label variable ER51515 "HEHC OTR RPT: RESP DIS AGE 14--WF" ; +label variable ER51516 "HEHC OTR RPT: RESP DIS AGE 15--WF" ; +label variable ER51517 "HEHC OTR RPT: RESP DIS AGE 16--WF" ; +label variable ER51518 "HEHC OTR RPT: RESP DIS AGE 17+--WF" ; +label variable ER51519 "HEHC OTR RPT: AGE END RESP DIS--WF" ; +label variable ER51520 "HEHC OTR RPT: SPCH IMPAIR B4 AGE 1--WF" ; +label variable ER51521 "HEHC OTR RPT: SPCH IMPAIR AGE 1--WF" ; +label variable ER51522 "HEHC OTR RPT: SPCH IMPAIR AGE 2--WF" ; +label variable ER51523 "HEHC OTR RPT: SPCH IMPAIR AGE 3--WF" ; +label variable ER51524 "HEHC OTR RPT: SPCH IMPAIR AGE 4--WF" ; +label variable ER51525 "HEHC OTR RPT: SPCH IMPAIR AGE 5--WF" ; +label variable ER51526 "HEHC OTR RPT: SPCH IMPAIR AGE 6--WF" ; +label variable ER51527 "HEHC OTR RPT: SPCH IMPAIR AGE 7--WF" ; +label variable ER51528 "HEHC OTR RPT: SPCH IMPAIR AGE 8--WF" ; +label variable ER51529 "HEHC OTR RPT: SPCH IMPAIR AGE 9--WF" ; +label variable ER51530 "HEHC OTR RPT: SPCH IMPAIR AGE 10--WF" ; +label variable ER51531 "HEHC OTR RPT: SPCH IMPAIR AGE 11--WF" ; +label variable ER51532 "HEHC OTR RPT: SPCH IMPAIR AGE 12--WF" ; +label variable ER51533 "HEHC OTR RPT: SPCH IMPAIR AGE 13--WF" ; +label variable ER51534 "HEHC OTR RPT: SPCH IMPAIR AGE 14--WF" ; +label variable ER51535 "HEHC OTR RPT: SPCH IMPAIR AGE 15--WF" ; +label variable ER51536 "HEHC OTR RPT: SPCH IMPAIR AGE 16--WF" ; +label variable ER51537 "HEHC OTR RPT: SPCH IMPAIR AGE 17+--WF" ; +label variable ER51538 "HEHC OTR RPT: AGE END SPCH IMPAIR--WF" ; +label variable ER51539 "HEHC OTR RPT: ALLERGY B4 AGE 1--WF" ; +label variable ER51540 "HEHC OTR RPT: ALLERGY AGE 1--WF" ; +label variable ER51541 "HEHC OTR RPT: ALLERGY AGE 2--WF" ; +label variable ER51542 "HEHC OTR RPT: ALLERGY AGE 3--WF" ; +label variable ER51543 "HEHC OTR RPT: ALLERGY AGE 4--WF" ; +label variable ER51544 "HEHC OTR RPT: ALLERGY AGE 5--WF" ; +label variable ER51545 "HEHC OTR RPT: ALLERGY AGE 6--WF" ; +label variable ER51546 "HEHC OTR RPT: ALLERGY AGE 7--WF" ; +label variable ER51547 "HEHC OTR RPT: ALLERGY AGE 8--WF" ; +label variable ER51548 "HEHC OTR RPT: ALLERGY AGE 9--WF" ; +label variable ER51549 "HEHC OTR RPT: ALLERGY AGE 10--WF" ; +label variable ER51550 "HEHC OTR RPT: ALLERGY AGE 11--WF" ; +label variable ER51551 "HEHC OTR RPT: ALLERGY AGE 12--WF" ; +label variable ER51552 "HEHC OTR RPT: ALLERGY AGE 13--WF" ; +label variable ER51553 "HEHC OTR RPT: ALLERGY AGE 14--WF" ; +label variable ER51554 "HEHC OTR RPT: ALLERGY AGE 15--WF" ; +label variable ER51555 "HEHC OTR RPT: ALLERGY AGE 16--WF" ; +label variable ER51556 "HEHC OTR RPT: ALLERGY AGE 17+--WF" ; +label variable ER51557 "HEHC OTR RPT: AGE END ALLERGY--WF" ; +label variable ER51558 "HEHC OTR RPT: HEART TRBL B4 AGE 1--WF" ; +label variable ER51559 "HEHC OTR RPT: HEART TRBL AGE 1--WF" ; +label variable ER51560 "HEHC OTR RPT: HEART TRBL AGE 2--WF" ; +label variable ER51561 "HEHC OTR RPT: HEART TRBL AGE 3--WF" ; +label variable ER51562 "HEHC OTR RPT: HEART TRBL AGE 4--WF" ; +label variable ER51563 "HEHC OTR RPT: HEART TRBL AGE 5--WF" ; +label variable ER51564 "HEHC OTR RPT: HEART TRBL AGE 6--WF" ; +label variable ER51565 "HEHC OTR RPT: HEART TRBL AGE 7--WF" ; +label variable ER51566 "HEHC OTR RPT: HEART TRBL AGE 8--WF" ; +label variable ER51567 "HEHC OTR RPT: HEART TRBL AGE 9--WF" ; +label variable ER51568 "HEHC OTR RPT: HEART TRBL AGE 10--WF" ; +label variable ER51569 "HEHC OTR RPT: HEART TRBL AGE 11--WF" ; +label variable ER51570 "HEHC OTR RPT: HEART TRBL AGE 12--WF" ; +label variable ER51571 "HEHC OTR RPT: HEART TRBL AGE 13--WF" ; +label variable ER51572 "HEHC OTR RPT: HEART TRBL AGE 14--WF" ; +label variable ER51573 "HEHC OTR RPT: HEART TRBL AGE 15--WF" ; +label variable ER51574 "HEHC OTR RPT: HEART TRBL AGE 16--WF" ; +label variable ER51575 "HEHC OTR RPT: HEART TRBL AGE 17+--WF" ; +label variable ER51576 "HEHC OTR RPT: AGE END HEART TRBL--WF" ; +label variable ER51577 "HEHC OTR RPT: EAR PROBS B4 AGE 1--WF" ; +label variable ER51578 "HEHC OTR RPT: EAR PROBS AGE 1--WF" ; +label variable ER51579 "HEHC OTR RPT: EAR PROBS AGE 2--WF" ; +label variable ER51580 "HEHC OTR RPT: EAR PROBS AGE 3--WF" ; +label variable ER51581 "HEHC OTR RPT: EAR PROBS AGE 4--WF" ; +label variable ER51582 "HEHC OTR RPT: EAR PROBS AGE 5--WF" ; +label variable ER51583 "HEHC OTR RPT: EAR PROBS AGE 6--WF" ; +label variable ER51584 "HEHC OTR RPT: EAR PROBS AGE 7--WF" ; +label variable ER51585 "HEHC OTR RPT: EAR PROBS AGE 8--WF" ; +label variable ER51586 "HEHC OTR RPT: EAR PROBS AGE 9--WF" ; +label variable ER51587 "HEHC OTR RPT: EAR PROBS AGE 10--WF" ; +label variable ER51588 "HEHC OTR RPT: EAR PROBS AGE 11--WF" ; +label variable ER51589 "HEHC OTR RPT: EAR PROBS AGE 12--WF" ; +label variable ER51590 "HEHC OTR RPT: EAR PROBS AGE 13--WF" ; +label variable ER51591 "HEHC OTR RPT: EAR PROBS AGE 14--WF" ; +label variable ER51592 "HEHC OTR RPT: EAR PROBS AGE 15--WF" ; +label variable ER51593 "HEHC OTR RPT: EAR PROBS AGE 16--WF" ; +label variable ER51594 "HEHC OTR RPT: EAR PROBS AGE 17+--WF" ; +label variable ER51595 "HEHC OTR RPT: AGE END EAR PROBS--WF" ; +label variable ER51596 "HEHC OTR RPT: EPILEPSY B4 AGE 1--WF" ; +label variable ER51597 "HEHC OTR RPT: EPILEPSY AGE 1--WF" ; +label variable ER51598 "HEHC OTR RPT: EPILEPSY AGE 2--WF" ; +label variable ER51599 "HEHC OTR RPT: EPILEPSY AGE 3--WF" ; +label variable ER51600 "HEHC OTR RPT: EPILEPSY AGE 4--WF" ; +label variable ER51601 "HEHC OTR RPT: EPILEPSY AGE 5--WF" ; +label variable ER51602 "HEHC OTR RPT: EPILEPSY AGE 6--WF" ; +label variable ER51603 "HEHC OTR RPT: EPILEPSY AGE 7--WF" ; +label variable ER51604 "HEHC OTR RPT: EPILEPSY AGE 8--WF" ; +label variable ER51605 "HEHC OTR RPT: EPILEPSY AGE 9--WF" ; +label variable ER51606 "HEHC OTR RPT: EPILEPSY AGE 10--WF" ; +label variable ER51607 "HEHC OTR RPT: EPILEPSY AGE 11--WF" ; +label variable ER51608 "HEHC OTR RPT: EPILEPSY AGE 12--WF" ; +label variable ER51609 "HEHC OTR RPT: EPILEPSY AGE 13--WF" ; +label variable ER51610 "HEHC OTR RPT: EPILEPSY AGE 14--WF" ; +label variable ER51611 "HEHC OTR RPT: EPILEPSY AGE 15--WF" ; +label variable ER51612 "HEHC OTR RPT: EPILEPSY AGE 16--WF" ; +label variable ER51613 "HEHC OTR RPT: EPILEPSY AGE 17+--WF" ; +label variable ER51614 "HEHC OTR RPT: AGE END EPILEPSY--WF" ; +label variable ER51615 "HEHC OTR RPT: HEADACHE B4 AGE 1--WF" ; +label variable ER51616 "HEHC OTR RPT: HEADACHE AGE 1--WF" ; +label variable ER51617 "HEHC OTR RPT: HEADACHE AGE 2--WF" ; +label variable ER51618 "HEHC OTR RPT: HEADACHE AGE 3--WF" ; +label variable ER51619 "HEHC OTR RPT: HEADACHE AGE 4--WF" ; +label variable ER51620 "HEHC OTR RPT: HEADACHE AGE 5--WF" ; +label variable ER51621 "HEHC OTR RPT: HEADACHE AGE 6--WF" ; +label variable ER51622 "HEHC OTR RPT: HEADACHE AGE 7--WF" ; +label variable ER51623 "HEHC OTR RPT: HEADACHE AGE 8--WF" ; +label variable ER51624 "HEHC OTR RPT: HEADACHE AGE 9--WF" ; +label variable ER51625 "HEHC OTR RPT: HEADACHE AGE 10--WF" ; +label variable ER51626 "HEHC OTR RPT: HEADACHE AGE 11--WF" ; +label variable ER51627 "HEHC OTR RPT: HEADACHE AGE 12--WF" ; +label variable ER51628 "HEHC OTR RPT: HEADACHE AGE 13--WF" ; +label variable ER51629 "HEHC OTR RPT: HEADACHE AGE 14--WF" ; +label variable ER51630 "HEHC OTR RPT: HEADACHE AGE 15--WF" ; +label variable ER51631 "HEHC OTR RPT: HEADACHE AGE 16--WF" ; +label variable ER51632 "HEHC OTR RPT: HEADACHE AGE 17+--WF" ; +label variable ER51633 "HEHC OTR RPT: AGE END HEADACHE--WF" ; +label variable ER51634 "HEHC OTR RPT: STOM PROB B4 AGE 1--WF" ; +label variable ER51635 "HEHC OTR RPT: STOM PROB AGE 1--WF" ; +label variable ER51636 "HEHC OTR RPT: STOM PROB AGE 2--WF" ; +label variable ER51637 "HEHC OTR RPT: STOM PROB AGE 3--WF" ; +label variable ER51638 "HEHC OTR RPT: STOM PROB AGE 4--WF" ; +label variable ER51639 "HEHC OTR RPT: STOM PROB AGE 5--WF" ; +label variable ER51640 "HEHC OTR RPT: STOM PROB AGE 6--WF" ; +label variable ER51641 "HEHC OTR RPT: STOM PROB AGE 7--WF" ; +label variable ER51642 "HEHC OTR RPT: STOM PROB AGE 8--WF" ; +label variable ER51643 "HEHC OTR RPT: STOM PROB AGE 9--WF" ; +label variable ER51644 "HEHC OTR RPT: STOM PROB AGE 10--WF" ; +label variable ER51645 "HEHC OTR RPT: STOM PROB AGE 11--WF" ; +label variable ER51646 "HEHC OTR RPT: STOM PROB AGE 12--WF" ; +label variable ER51647 "HEHC OTR RPT: STOM PROB AGE 13--WF" ; +label variable ER51648 "HEHC OTR RPT: STOM PROB AGE 14--WF" ; +label variable ER51649 "HEHC OTR RPT: STOM PROB AGE 15--WF" ; +label variable ER51650 "HEHC OTR RPT: STOM PROB AGE 16--WF" ; +label variable ER51651 "HEHC OTR RPT: STOM PROB AGE 17+--WF" ; +label variable ER51652 "HEHC OTR RPT: AGE END STOM PROB--WF" ; +label variable ER51653 "HEHC OTR RPT: HGH BLOOD PR B4 AGE 1--WF" ; +label variable ER51654 "HEHC OTR RPT: HGH BLOOD PR AGE 1--WF" ; +label variable ER51655 "HEHC OTR RPT: HGH BLOOD PR AGE 2--WF" ; +label variable ER51656 "HEHC OTR RPT: HGH BLOOD PR AGE 3--WF" ; +label variable ER51657 "HEHC OTR RPT: HGH BLOOD PR AGE 4--WF" ; +label variable ER51658 "HEHC OTR RPT: HGH BLOOD PR AGE 5--WF" ; +label variable ER51659 "HEHC OTR RPT: HGH BLOOD PR AGE 6--WF" ; +label variable ER51660 "HEHC OTR RPT: HGH BLOOD PR AGE 7--WF" ; +label variable ER51661 "HEHC OTR RPT: HGH BLOOD PR AGE 8--WF" ; +label variable ER51662 "HEHC OTR RPT: HGH BLOOD PR AGE 9--WF" ; +label variable ER51663 "HEHC OTR RPT: HGH BLOOD PR AGE 10--WF" ; +label variable ER51664 "HEHC OTR RPT: HGH BLOOD PR AGE 11--WF" ; +label variable ER51665 "HEHC OTR RPT: HGH BLOOD PR AGE 12--WF" ; +label variable ER51666 "HEHC OTR RPT: HGH BLOOD PR AGE 13--WF" ; +label variable ER51667 "HEHC OTR RPT: HGH BLOOD PR AGE 14--WF" ; +label variable ER51668 "HEHC OTR RPT: HGH BLOOD PR AGE 15--WF" ; +label variable ER51669 "HEHC OTR RPT: HGH BLOOD PR AGE 16--WF" ; +label variable ER51670 "HEHC OTR RPT: HGH BLOOD PR AGE 17+--WF" ; +label variable ER51671 "HEHC OTR RPT: AGE END HGH BLOOD PR--WF" ; +label variable ER51672 "HEHC OTR RPT: DEPRESSION B4 AGE 1--WF" ; +label variable ER51673 "HEHC OTR RPT: DEPRESSION AGE 1--WF" ; +label variable ER51674 "HEHC OTR RPT: DEPRESSION AGE 2--WF" ; +label variable ER51675 "HEHC OTR RPT: DEPRESSION AGE 3--WF" ; +label variable ER51676 "HEHC OTR RPT: DEPRESSION AGE 4--WF" ; +label variable ER51677 "HEHC OTR RPT: DEPRESSION AGE 5--WF" ; +label variable ER51678 "HEHC OTR RPT: DEPRESSION AGE 6--WF" ; +label variable ER51679 "HEHC OTR RPT: DEPRESSION AGE 7--WF" ; +label variable ER51680 "HEHC OTR RPT: DEPRESSION AGE 8--WF" ; +label variable ER51681 "HEHC OTR RPT: DEPRESSION AGE 9--WF" ; +label variable ER51682 "HEHC OTR RPT: DEPRESSION AGE 10--WF" ; +label variable ER51683 "HEHC OTR RPT: DEPRESSION AGE 11--WF" ; +label variable ER51684 "HEHC OTR RPT: DEPRESSION AGE 12--WF" ; +label variable ER51685 "HEHC OTR RPT: DEPRESSION AGE 13--WF" ; +label variable ER51686 "HEHC OTR RPT: DEPRESSION AGE 14--WF" ; +label variable ER51687 "HEHC OTR RPT: DEPRESSION AGE 15--WF" ; +label variable ER51688 "HEHC OTR RPT: DEPRESSION AGE 16--WF" ; +label variable ER51689 "HEHC OTR RPT: DEPRESSION AGE 17+--WF" ; +label variable ER51690 "HEHC OTR RPT: AGE END DEPRESSION--WF" ; +label variable ER51691 "HEHC OTR RPT: DRUG/AL PROB B4 AGE 1--WF" ; +label variable ER51692 "HEHC OTR RPT: DRUG/AL PROB AGE 1--WF" ; +label variable ER51693 "HEHC OTR RPT: DRUG/AL PROB AGE 2--WF" ; +label variable ER51694 "HEHC OTR RPT: DRUG/AL PROB AGE 3--WF" ; +label variable ER51695 "HEHC OTR RPT: DRUG/AL PROB AGE 4--WF" ; +label variable ER51696 "HEHC OTR RPT: DRUG/AL PROB AGE 5--WF" ; +label variable ER51697 "HEHC OTR RPT: DRUG/AL PROB AGE 6--WF" ; +label variable ER51698 "HEHC OTR RPT: DRUG/AL PROB AGE 7--WF" ; +label variable ER51699 "HEHC OTR RPT: DRUG/AL PROB AGE 8--WF" ; +label variable ER51700 "HEHC OTR RPT: DRUG/AL PROB AGE 9--WF" ; +label variable ER51701 "HEHC OTR RPT: DRUG/AL PROB AGE 10--WF" ; +label variable ER51702 "HEHC OTR RPT: DRUG/AL PROB AGE 11--WF" ; +label variable ER51703 "HEHC OTR RPT: DRUG/AL PROB AGE 12--WF" ; +label variable ER51704 "HEHC OTR RPT: DRUG/AL PROB AGE 13--WF" ; +label variable ER51705 "HEHC OTR RPT: DRUG/AL PROB AGE 14--WF" ; +label variable ER51706 "HEHC OTR RPT: DRUG/AL PROB AGE 15--WF" ; +label variable ER51707 "HEHC OTR RPT: DRUG/AL PROB AGE 16--WF" ; +label variable ER51708 "HEHC OTR RPT: DRUG/AL PROB AGE 17+--WF" ; +label variable ER51709 "HEHC OTR RPT: AGE END DRUG/AL PROB--WF" ; +label variable ER51710 "HEHC OTR RPT: OTR PSYCH PROB B4 AGE 1--W" ; +label variable ER51711 "HEHC OTR RPT: OTR PSYCH PROB AGE 1--WF" ; +label variable ER51712 "HEHC OTR RPT: OTR PSYCH PROB AGE 2--WF" ; +label variable ER51713 "HEHC OTR RPT: OTR PSYCH PROB AGE 3--WF" ; +label variable ER51714 "HEHC OTR RPT: OTR PSYCH PROB AGE 4--WF" ; +label variable ER51715 "HEHC OTR RPT: OTR PSYCH PROB AGE 5--WF" ; +label variable ER51716 "HEHC OTR RPT: OTR PSYCH PROB AGE 6--WF" ; +label variable ER51717 "HEHC OTR RPT: OTR PSYCH PROB AGE 7--WF" ; +label variable ER51718 "HEHC OTR RPT: OTR PSYCH PROB AGE 8--WF" ; +label variable ER51719 "HEHC OTR RPT: OTR PSYCH PROB AGE 9--WF" ; +label variable ER51720 "HEHC OTR RPT: OTR PSYCH PROB AGE 10--WF" ; +label variable ER51721 "HEHC OTR RPT: OTR PSYCH PROB AGE 11--WF" ; +label variable ER51722 "HEHC OTR RPT: OTR PSYCH PROB AGE 12--WF" ; +label variable ER51723 "HEHC OTR RPT: OTR PSYCH PROB AGE 13--WF" ; +label variable ER51724 "HEHC OTR RPT: OTR PSYCH PROB AGE 14--WF" ; +label variable ER51725 "HEHC OTR RPT: OTR PSYCH PROB AGE 15--WF" ; +label variable ER51726 "HEHC OTR RPT: OTR PSYCH PROB AGE 16--WF" ; +label variable ER51727 "HEHC OTR RPT: OTR PSYCH PROB AGE 17+--WF" ; +label variable ER51728 "HEHC OTR RPT: AGE END OTR PSYCH PROB--WF" ; +label variable ER51729 "H49 WTR OTHERS IN FU IN POOR HEALTH" ; +label variable ER51730 "H59A SADNESS IN PAST 30 DAYS" ; +label variable ER51731 "H59B NERVOUS IN PAST 30 DAYS" ; +label variable ER51732 "H59C RESTLESS IN PAST 30 DAYS" ; +label variable ER51733 "H59D HOPELESS IN PAST 30 DAYS" ; +label variable ER51734 "H59E EVERYTHING EFFORT IN PAST 30 DAYS" ; +label variable ER51735 "H59F WORTHLESS IN PAST 30 DAYS" ; +label variable ER51736 "K-6 NON-SPEC PSYCHOL DISTRESS SCALE" ; +label variable ER51737 "H59G MORE/LESS OFTEN THAN USUAL" ; +label variable ER51738 "H59H LOT/SOMEWHAT/LITTLE MORE THAN USUAL" ; +label variable ER51739 "H59I LOT/SOMEWHAT/LITTLE LESS THAN USUAL" ; +label variable ER51740 "H59J HOW MUCH FEELINGS INTERFERE W/LIFE" ; +label variable ER51741 "H59K NUMBER OF DAYS UNABLE TO WORK" ; +label variable ER51742 "H59L NUMBER OF DAYS REDUCED WORK" ; +label variable ER51743 "H60 WTR FU MEMBER W/HLTH INS LAST 2 YRS" ; +label variable ER51744 "H63 TOTAL PAID FOR HLTH INS LAST 2 YRS" ; +label variable ER51745 "H63A WTR AMT GE 2,500" ; +label variable ER51746 "H63B WTR AMT GE 5,000" ; +label variable ER51747 "H63C WTR AMT GE 1,000" ; +label variable ER51748 "H64 TOTAL HOSPITAL/NURSNG HOME EXPENSES" ; +label variable ER51749 "H65 WTR TOTAL EXPENSE GE 1,000" ; +label variable ER51750 "H66 WTR TOTAL EXPENSE GE 2,000" ; +label variable ER51751 "H67 WTR TOTAL EXPENSE GE 8,000" ; +label variable ER51752 "H68 WTR TOTAL EXPENSE GE 25,000" ; +label variable ER51753 "H69 WTR TOTAL EXPENSE GE 500" ; +label variable ER51754 "H70 TOT DR/OUTPT SURGRY/DENTAL EXPENSES" ; +label variable ER51755 "H71 WTR TOTAL EXPENSE GE 1,000" ; +label variable ER51756 "H72 WTR TOTAL EXPENSE GE 2,500" ; +label variable ER51757 "H73 WTR TOTAL EXPENSE GE 10,000" ; +label variable ER51758 "H74 WTR TOTAL EXPENSE GE 500" ; +label variable ER51759 "H75 WTR TOTAL EXPENSE GE 250" ; +label variable ER51760 "H76 TOTAL PRESCRIPTN/OTR SVCS EXPENSES" ; +label variable ER51761 "H77 WTR TOTAL EXPENSE GE 500" ; +label variable ER51762 "H78 WTR TOTAL EXPENSE GE 2,500" ; +label variable ER51763 "H79 WTR TOTAL EXPENSE GE 10,000" ; +label variable ER51764 "H81 WTR TOTAL EXPENSE GE 200" ; +label variable ER51765 "H82 TOTAL COST ALL MEDICAL CARE" ; +label variable ER51766 "H83 WTR TOTAL COST GE 10,000" ; +label variable ER51767 "H84 WTR TOTAL COST GE 25,000" ; +label variable ER51768 "H85 WTR TOTAL COST GE 75,000" ; +label variable ER51769 "H86 WTR TOTAL COST GE 3,000" ; +label variable ER51770 "H87 WTR TOTAL COST GE 1,000" ; +label variable ER51771 "K1 CKPT: WTR NEW WIFE IN FU" ; +label variable ER51772 "K2 STATE WHERE FATHER BORN-WF" ; +label variable ER51773 "K3 STATE FATHER GREW UP-WF" ; +label variable ER51774 "K4 WTR FATHER EDUCATED IN US-WF" ; +label variable ER51775 "K5 EDUCATION OF FATHER IN US-WF" ; +label variable ER51776 "K6 WTR FATHER READ/WRITE-WF" ; +label variable ER51777 "K7 CKPT: WTR FATHER ED ALL IN US-WF" ; +label variable ER51778 "K8 YRS FOREIGN EDUCATION OF FATHR-WF" ; +label variable ER51779 "K9 FOREIGN DEGREES OF FATHER-WF" ; +label variable ER51780 "K10 OCCUPATION OF FATHER-WF" ; +label variable ER51781 "K11 INDUSTRY OF FATHER-WF" ; +label variable ER51782 "K12 STATE WHERE MOTHER BORN-WF" ; +label variable ER51783 "K13 STATE MOTHER GREW UP-WF" ; +label variable ER51784 "K14 WTR MOTHER EDUCATED IN US-WF" ; +label variable ER51785 "K15 EDUCATION OF MOTHER IN US-WF" ; +label variable ER51786 "K16 WTR MOTHER READ/WRITE-WF" ; +label variable ER51787 "K17 CKPT: WTR MOTHER ED ALL IN US-WF" ; +label variable ER51788 "K18 YRS FOREIGN EDUCATION OF MOTHR-WF" ; +label variable ER51789 "K19 FOREIGN DEGREES OF MOTHER-WF" ; +label variable ER51790 "K20 OCCUPATION OF MOTHER-WF" ; +label variable ER51791 "K21 INDUSTRY OF MOTHER-WF" ; +label variable ER51792 "K22 WHETHER BROTHERS-WF" ; +label variable ER51793 "K23 # BROTHERS-WIFE" ; +label variable ER51794 "K24 WTR ONLY BRO STILL ALIVE-WF" ; +label variable ER51795 "K25 WTR ONLY BRO OLDER THAN WIFE" ; +label variable ER51796 "K26 # BROTHERS STILL ALIVE-WF" ; +label variable ER51797 "K27 WTR ANY BRO OLDER THAN WIFE" ; +label variable ER51798 "K28 WHETHER SISTERS-WF" ; +label variable ER51799 "K29 # SISTERS-WIFE" ; +label variable ER51800 "K30 WTR ONLY SIS STILL ALIVE-WF" ; +label variable ER51801 "K31 WTR ONLY SIS OLDER THAN WIFE" ; +label variable ER51802 "K32 # SISTERS STILL ALIVE-WF" ; +label variable ER51803 "K33 WTR ANY SIS OLDER THAN WIFE" ; +label variable ER51804 "K34 GREW UP FARM OR?-WF" ; +label variable ER51805 "K35 STATE WHERE WIFE GREW UP" ; +label variable ER51806 "K36 WTR EVER LIVED IN OTR STATE-WF" ; +label variable ER51807 "K37 PARENTS POOR OR?--WF" ; +label variable ER51808 "K38 WTR LIVED W/BOTH PARENTS-WF" ; +label variable ER51809 "K39 SPANISH DESCENT-WIFE" ; +label variable ER51810 "K40 RACE OF WIFE-MENTION 1" ; +label variable ER51811 "K40 RACE OF WIFE-MENTION 2" ; +label variable ER51812 "K40 RACE OF WIFE-MENTION 3" ; +label variable ER51813 "K40 RACE OF WIFE-MENTION 4" ; +label variable ER51814 "K41 ETHNIC GROUP-WF" ; +label variable ER51815 "K41 NATIONALITY MENTION 1-WF" ; +label variable ER51816 "K41 NATIONALITY MENTION 2-WF" ; +label variable ER51817 "K42 WTR EVER IN MILITARY-WF" ; +label variable ER51818 "K43 WTR WIFE EDUCATED IN US" ; +label variable ER51819 "K44 WTR GRADUATED HS-WF" ; +label variable ER51820 "K45 MO GRADUATED HS-WF" ; +label variable ER51821 "K45 YR GRADUATED HS-WF" ; +label variable ER51822 "K46 GRADE LEVEL IF GED-WF" ; +label variable ER51823 "K47 MO LAST IN SCHOOL IF GED-WF" ; +label variable ER51824 "K47 YR LAST IN SCHOOL IF GED-WF" ; +label variable ER51825 "K48 MO RECEIVED GED-WF" ; +label variable ER51826 "K48 YR RECEIVED GED-WF" ; +label variable ER51827 "K49 GRADE OF SCHOOL FINISHED-W" ; +label variable ER51828 "K50 MO LAST IN SCHOOL-WF" ; +label variable ER51829 "K50 YR LAST IN SCHOOL-WF" ; +label variable ER51830 "K51 WTR ATTENDED COLLEGE-WF" ; +label variable ER51831 "K52 MO LAST ATTENDED COLLEGE-WF" ; +label variable ER51832 "K52 YR LAST ATTENDED COLLEGE-WF" ; +label variable ER51833 "K53 HGHST YR COLL COMPLETED-WF" ; +label variable ER51834 "K54 WTR RECD COLLEGE DEGREE-WF" ; +label variable ER51835 "K55 HGHST COLLEGE DEGREE RECD-WF" ; +label variable ER51836 "K58 MO RECD COLLEGE DEGREE-WF" ; +label variable ER51837 "K58 YR RECD COLLEGE DEGREE-WF" ; +label variable ER51838 "K60 YRS FOREIGN EDUCATION-WF" ; +label variable ER51839 "K61 FOREIGN DEGREES-WIFE" ; +label variable ER51840 "K62 WTR RECD OTR DEG/CERT-WF" ; +label variable ER51841 "K63 TYPE 1ST OTR DEG/CERT-WF" ; +label variable ER51842 "K64 FIELD 1ST OTR DEG/CERT-WF" ; +label variable ER51843 "K65 INST/ORG OF 1ST OTR DEG/CERT-WF" ; +label variable ER51844 "K66 MO RECD 1ST OTR DEG/CERT-WF" ; +label variable ER51845 "K66 YR RECD 1ST OTR DEG/CERT-WF" ; +label variable ER51846 "K67 WTR 2ND DEGREE/CERT-WF" ; +label variable ER51847 "K63 TYPE 2ND OTR DEG/CERT-WF" ; +label variable ER51848 "K64 FIELD 2ND OTR DEG/CERT-WF" ; +label variable ER51849 "K65 INST/ORG OF 2ND OTR DEG/CERT-WF" ; +label variable ER51850 "K66 MO RECD 2ND OTR DEG/CERT-WF" ; +label variable ER51851 "K66 YR RECD 2ND OTR DEG/CERT-WF" ; +label variable ER51852 "K67 WTR 3RD DEGREE/CERT-WF" ; +label variable ER51853 "K63 TYPE 3RD OTR DEG/CERT-WF" ; +label variable ER51854 "K64 FIELD 3RD OTR DEG/CERT-WF" ; +label variable ER51855 "K65 INST/ORG OF 3RD OTR DEG/CERT-WF" ; +label variable ER51856 "K66 MO RECD 3RD OTR DEG/CERT-WF" ; +label variable ER51857 "K66 YR RECD 3RD OTR DEG/CERT-WF" ; +label variable ER51858 "K67 WTR 4TH DEGREE/CERT-WF" ; +label variable ER51859 "K68 RELIGIOUS PREFERENCE-WF" ; +label variable ER51860 "K69 RELIG DENOMINATION-WF" ; +label variable ER51861 "K70 #YRS WRKD SINCE 18-WF" ; +label variable ER51862 "K71 #YR WRKED FULLTIME-WF" ; +label variable ER51863 "K72 OCCUPATION 1ST FULL TIME JOB-WF" ; +label variable ER51864 "K73 INDUSTRY 1ST FULL-TIME JOB-WF" ; +label variable ER51865 "L1 CKPT: WTR NEW HEAD IN FU" ; +label variable ER51866 "L2 STATE WHERE FATHER BORN-HD" ; +label variable ER51867 "L3 STATE FATHER GREW UP-HD" ; +label variable ER51868 "L4 WTR FATHER EDUCATED IN US-HD" ; +label variable ER51869 "L5 EDUCATION OF FATHER IN US-HD" ; +label variable ER51870 "L6 WTR FATHER READ/WRITE-HD" ; +label variable ER51871 "L7 CKPT: WTR FATHER ED ALL IN US-HD" ; +label variable ER51872 "L8 YRS FOREIGN EDUCATION OF FATHR-HD" ; +label variable ER51873 "L9 FOREIGN DEGREES OF FATHER-HD" ; +label variable ER51874 "L10 OCCUPATION OF FATHER-HD" ; +label variable ER51875 "L11 INDUSTRY OF FATHER-HD" ; +label variable ER51876 "L12 STATE WHERE MOTHER BORN-HD" ; +label variable ER51877 "L13 STATE MOTHER GREW UP-HD" ; +label variable ER51878 "L14 WTR MOTHER EDUCATED IN US-H" ; +label variable ER51879 "L15 EDUCATION OF MOTHER IN US-HD" ; +label variable ER51880 "L16 WTR MOTHER READ/WRITE-HD" ; +label variable ER51881 "L17 CKPT: WTR MOTHER ED ALL IN US-HD" ; +label variable ER51882 "L18 YRS FOREIGN EDUCATION OF MOTHR-HD" ; +label variable ER51883 "L19 FOREIGN DEGREES OF MOTHER-HD" ; +label variable ER51884 "L20 OCCUPATION OF MOTHER-HD" ; +label variable ER51885 "L21 INDUSTRY OF MOTHER-HD" ; +label variable ER51886 "L22 WHETHER BROTHERS-HD" ; +label variable ER51887 "L23 # BROTHERS-HEAD" ; +label variable ER51888 "L24 WTR ONLY BRO STILL ALIVE-HD" ; +label variable ER51889 "L25 WTR ONLY BRO OLDER THAN HEAD" ; +label variable ER51890 "L26 # BROTHERS STILL ALIVE-HD" ; +label variable ER51891 "L27 WTR ANY BRO OLDER THAN HEAD" ; +label variable ER51892 "L28 WHETHER SISTERS-HD" ; +label variable ER51893 "L29 # SISTERS-HEAD" ; +label variable ER51894 "L30 WTR ONLY SIS STILL ALIVE-HD" ; +label variable ER51895 "L31 WTR ONLY SIS OLDER THAN HEAD" ; +label variable ER51896 "L32 # SISTERS STILL ALIVE-HD" ; +label variable ER51897 "L33 WTR ANY SIS OLDER THAN HEAD" ; +label variable ER51898 "L34 GREW UP FARM OR?-HD" ; +label variable ER51899 "L35 STATE WHERE HEAD GREW UP" ; +label variable ER51900 "L36 WTR EVER LIVED IN OTR STATE-HD" ; +label variable ER51901 "L37 PARENTS POOR OR?--HD" ; +label variable ER51902 "L38 WTR LIVED W/BOTH PARENTS-HD" ; +label variable ER51903 "L39 SPANISH DESCENT-HEAD" ; +label variable ER51904 "L40 RACE OF HEAD-MENTION 1" ; +label variable ER51905 "L40 RACE OF HEAD-MENTION 2" ; +label variable ER51906 "L40 RACE OF HEAD-MENTION 3" ; +label variable ER51907 "L40 RACE OF HEAD-MENTION 4" ; +label variable ER51908 "L41 ETHNIC GROUP-HD" ; +label variable ER51909 "L41 NATIONALITY MENTION 1-HD" ; +label variable ER51910 "L41 NATIONALITY MENTION 2-HD" ; +label variable ER51911 "L42 WTR EVER IN MILITARY-HD" ; +label variable ER51912 "L43 WTR HEAD EDUCATED IN US" ; +label variable ER51913 "L44 WTR GRADUATED HS-HD" ; +label variable ER51914 "L45 MO GRADUATED HS-HD" ; +label variable ER51915 "L45 YR GRADUATED HS-HD" ; +label variable ER51916 "L46 GRADE LEVEL IF GED-HD" ; +label variable ER51917 "L47 MO LAST IN SCHOOL IF GED-HD" ; +label variable ER51918 "L47 YR LAST IN SCHOOL IF GED-HD" ; +label variable ER51919 "L48 MO RECEIVED GED-HD" ; +label variable ER51920 "L48 YR RECEIVED GED-HD" ; +label variable ER51921 "L49 GRADE OF SCHOOL FINISHED-HD" ; +label variable ER51922 "L50 MO LAST IN SCHOOL-HD" ; +label variable ER51923 "L50 YR LAST IN SCHOOL-HD" ; +label variable ER51924 "L51 WTR ATTENDED COLLEGE-HD" ; +label variable ER51925 "L52 MO LAST ATTENDED COLLEGE-HD" ; +label variable ER51926 "L52 YR LAST ATTENDED COLLEGE-HD" ; +label variable ER51927 "L53 HGHST YR COLL COMPLETED-HD" ; +label variable ER51928 "L54 WTR RECD COLLEGE DEGREE-HD" ; +label variable ER51929 "L55 HGHST COLLEGE DEGREE RECD-HD" ; +label variable ER51930 "L58 MO RECD COLLEGE DEGREE-HD" ; +label variable ER51931 "L58 YR RECD COLLEGE DEGREE-HD" ; +label variable ER51932 "L60 YRS FOREIGN EDUCATION-HD" ; +label variable ER51933 "L61 FOREIGN DEGREES-HEAD" ; +label variable ER51934 "L62 WTR REC OTR DEG/CERT-HD" ; +label variable ER51935 "L63 TYPE 1ST OTR DEG/CERT-HD" ; +label variable ER51936 "L64 FIELD 1ST OTR DEG/CERT-HD" ; +label variable ER51937 "L65 INST/ORG OF 1ST OTR DEG/CERT-HD" ; +label variable ER51938 "L66 MO RECD 1ST OTR DEG/CERT-HD" ; +label variable ER51939 "L66 YR RECD 1ST OTR DEG/CERT-HD" ; +label variable ER51940 "L67 WTR 2ND DEGREE/CERT-HD" ; +label variable ER51941 "L63 TYPE 2ND OTR DEG/CERT-HD" ; +label variable ER51942 "L64 FIELD 2ND OTR DEG/CERT-HD" ; +label variable ER51943 "L65 INST/ORG OF 2ND OTR DEG/CERT-HD" ; +label variable ER51944 "L66 MO RECD 2ND OTR DEG/CERT-HD" ; +label variable ER51945 "L66 YR RECD 2ND OTR DEG/CERT-HD" ; +label variable ER51946 "L67 WTR 3RD DEGREE/CERT-HD" ; +label variable ER51947 "L63 TYPE 3RD OTR DEG/CERT-HD" ; +label variable ER51948 "L64 FIELD 3RD OTR DEG/CERT-HD" ; +label variable ER51949 "L65 INST/ORG OF 3RD OTR DEG/CERT-HD" ; +label variable ER51950 "L66 MO RECD 3RD OTR DEG/CERT-HD" ; +label variable ER51951 "L66 YR RECD 3RD OTR DEG/CERT-HD" ; +label variable ER51952 "L67 WTR 4TH DEGREE/CERT-HD" ; +label variable ER51953 "L68 RELIGIOUS PREFERENCE-HD" ; +label variable ER51954 "L69 RELIG DENOMINATION-HD" ; +label variable ER51955 "L70 #YRS WRKD SINCE 18-HD" ; +label variable ER51956 "L71 #YR WRKED FULLTIME-HD" ; +label variable ER51957 "L72 OCCUPATION 1ST FULL TIME JOB-HD" ; +label variable ER51958 "L73 INDUSTRY 1ST FULL TIME JOB-HD" ; +label variable ER51959 "M1 WTR DONATION>25 TO CHARITY LAST YEAR" ; +label variable ER51960 "M2 WTR DONATED TO RELIGIOUS ORGANIZATION" ; +label variable ER51961 "M2A DOLLAR AMT OF RELIGIOUS DONATIONS" ; +label variable ER51962 "M2B WTR RELIGIOUS DONATIONS GE 300" ; +label variable ER51963 "M2C WTR RELIGIOUS DONATIONS GE 1,000" ; +label variable ER51964 "M2D WTR RELIGIOUS DONATIONS GE 2,500" ; +label variable ER51965 "M2E WTR RELIGIOUS DONATIONS GE 100" ; +label variable ER51966 "M3 WTR DONATD TO COMBO PURPOSE ORGANIZTN" ; +label variable ER51967 "M3A DOLLAR AMT OF COMBO DONATIONS" ; +label variable ER51968 "M3B WTR COMBO DONATIONS GE 200" ; +label variable ER51969 "M3C WTR COMBO DONATIONS GE 500" ; +label variable ER51970 "M3D WTR COMBO DONATIONS GE 1,000" ; +label variable ER51971 "M3E WTR COMBO DONATIONS GE 100" ; +label variable ER51972 "M4 WTR DONATED TO ORGANIZATION FOR NEEDY" ; +label variable ER51973 "M4A DOLLAR AMT OF NEEDY DONATIONS" ; +label variable ER51974 "M4B WTR NEEDY DONATIONS GE 200" ; +label variable ER51975 "M4C WTR NEEDY DONATIONS GE 500" ; +label variable ER51976 "M4D WTR NEEDY DONATIONS GE 1,000" ; +label variable ER51977 "M4E WTR NEEDY DONATIONS GE 100" ; +label variable ER51978 "M5 WTR DONATED TO ORGANIZATN FOR HEALTH" ; +label variable ER51979 "M5A DOLLAR AMT OF HEALTH DONATIONS" ; +label variable ER51980 "M5B WTR HEALTH DONATIONS GE 200" ; +label variable ER51981 "M5C WTR HEALTH DONATIONS GE 500" ; +label variable ER51982 "M5D WTR HEALTH DONATIONS GE 1,000" ; +label variable ER51983 "M5E WTR HEALTH DONATIONS GE 100" ; +label variable ER51984 "M6 WTR DONATED TO ORGANZTION FOR EDUCATN" ; +label variable ER51985 "M6A DOLLAR AMT OF EDUCATION DONATIONS" ; +label variable ER51986 "M6B WTR EDUCATION DONATIONS GE 200" ; +label variable ER51987 "M6C WTR EDUCATION DONATIONS GE 500" ; +label variable ER51988 "M6D WTR EDUCATION DONATIONS GE 1,000" ; +label variable ER51989 "M6E WTR EDUCATION DONATIONS GE 100" ; +label variable ER51990 "M7 WTR DONATED TO YOUTH ORGANIZATIONS" ; +label variable ER51991 "M7A DOLLAR AMT OF YOUTH ORG DONATIONS" ; +label variable ER51992 "M7B WTR YOUTH ORG DONATIONS GE 200" ; +label variable ER51993 "M7C WTR YOUTH ORG DONATIONS GE 500" ; +label variable ER51994 "M7D WTR YOUTH ORG DONATIONS GE 1,000" ; +label variable ER51995 "M7E WTR YOUTH ORG DONATIONS GE 100" ; +label variable ER51996 "M8 WTR DONATED TO CULTURAL ORGS" ; +label variable ER51997 "M8A DOLLAR AMT OF CULTURAL DONATIONS" ; +label variable ER51998 "M8B WTR CULTURAL DONATIONS GE 200" ; +label variable ER51999 "M8C WTR CULTURAL DONATIONS GE 500" ; +label variable ER52000 "M8D WTR CULTURAL DONATIONS GE 1,000" ; +label variable ER52001 "M8E WTR CULTURAL DONATIONS GE 100" ; +label variable ER52002 "M9 WTR DONATED TO COMMUNITY ORGS" ; +label variable ER52003 "M9A DOLLAR AMT OF COMMUNITY DONATIONS" ; +label variable ER52004 "M9B WTR COMMUNITY DONATIONS GE 200" ; +label variable ER52005 "M9C WTR COMMUNITY DONATIONS GE 500" ; +label variable ER52006 "M9D WTR COMMUNITY DONATIONS GE 1,000" ; +label variable ER52007 "M9E WTR COMMUNITY DONATIONS GE 100" ; +label variable ER52008 "M10 WTR DONATED TO ENVIRONMENT ORGS" ; +label variable ER52009 "M10A DOLLAR AMT OF ENVIRONMENT DONATION" ; +label variable ER52010 "M10B WTR ENVIRONMENT DONATIONS GE 200" ; +label variable ER52011 "M10C WTR ENVIRONMENT DONATIONS GE 500" ; +label variable ER52012 "M10D WTR ENVIRONMENT DONATIONS GE 1,000" ; +label variable ER52013 "M10E WTR ENVIRONMENT DONATIONS GE 100" ; +label variable ER52014 "M11 WTR DONATED TO INTERNATL/PEACE ORG" ; +label variable ER52015 "M11A DOLLAR AMT OF INTERNATL/PEACE DNTN" ; +label variable ER52016 "M11B WTR INTERNATL/PEACE DNTNS GE 200" ; +label variable ER52017 "M11C WTR INTERNATL/PEACE DNTNS GE 500" ; +label variable ER52018 "M11D WTR INTERNATL/PEACE DNTNS GE 1,000" ; +label variable ER52019 "M11E WTR INTERNATL/PEACE DNTNS GE 100" ; +label variable ER52020 "M12 WTR DONATED TO OTHER ORGANIZATIONS" ; +label variable ER52020A "M12 TYPE ORGANIZATION DONATED TO" ; +label variable ER52021 "M12B DOLLAR AMT OF OTHER DONATIONS" ; +label variable ER52022 "M12C WTR OTHER DONATIONS GE 200" ; +label variable ER52023 "M12D WTR OTHER DONATIONS GE 500" ; +label variable ER52024 "M12E WTR OTHER DONATIONS GE 1,000" ; +label variable ER52025 "M12F WTR OTHER DONATIONS GE 100" ; +label variable ER52026 "M14C WTR HD/WF VOLUNTEERED LAST YR" ; +label variable ER52027 "M14C3 WTR HD/WF VOLUNTEERED LAST YR" ; +label variable ER52028 "M14A WTR VOLUNTEERED LAST YEAR-HEAD" ; +label variable ER52029 "M14A1 WTR VOLUNTEERED LAST YEAR-HEAD" ; +label variable ER52030 "M14C1/C2 WTR VOLUNTEERED LAST YEAR-HEAD" ; +label variable ER52031 "M15 WTR VOLNTRED FOR RELIGIOUS ORGS-HEAD" ; +label variable ER52032 "M21 WTR VOLNTRED FOR YOUTH ORGS-HEAD" ; +label variable ER52033 "M25 WTR VOLNTRED FOR SENIOR ORGS-HEAD" ; +label variable ER52034 "M29 WTR VOLNTRED FOR HEALTH ORGS-HEAD" ; +label variable ER52035 "M33 WTR VOLNTRED FOR POVERTY ORGS-HEAD" ; +label variable ER52036 "M37 WTR VOLNTRED FOR SOCIAL CHGE ORGS-HD" ; +label variable ER52037 "M41 WTR VOLNTRED FOR OTR ORGS-HEAD" ; +label variable ER52037A "M41 TYPE ORG HD VLNTEER LAST YR" ; +label variable ER52038 "M45 WTR VOLUNTEER THRU ORGS-HEAD" ; +label variable ER52039 "M46 WTR THRU PLACE OF WORSHIP-HEAD" ; +label variable ER52040 "M47 WTR THRU ORGS FOR YOUTH-HEAD" ; +label variable ER52041 "M48 WTR THRU ORGS FOR SENIORS-HEAD" ; +label variable ER52042 "M49 WTR THRU HEALTH ORGS-HEAD" ; +label variable ER52043 "M50 WTR THRU ORGS FOR POOR-HEAD" ; +label variable ER52044 "M51 WTR THRU ORGS FOR SOC CHANGE-HEAD" ; +label variable ER52045 "M52 WTR THRU OTHER ORGS-HEAD" ; +label variable ER52045A "M52 TYPE ORGS FOR OTR PURPOSES-HEAD" ; +label variable ER52046 "M56A FREQ ATTEND RELIGIOUS SVCS-HEAD" ; +label variable ER52047 "M56B FREQ RELIGIOUS SERVICES PER-HEAD" ; +label variable ER52048 "M14C1/C2 WTR VOLUNTEERED LAST YEAR-WIFE" ; +label variable ER52049 "M18 WTR VOLNTRED FOR RELIGIOUS ORGS-WIFE" ; +label variable ER52050 "M23 WTR VOLNTRED FOR YOUTH ORGS-WIFE" ; +label variable ER52051 "M27 WTR VOLNTRED FOR SENIOR ORGS-WIFE" ; +label variable ER52052 "M31 WTR VOLNTRED FOR HEALTH ORGS-WIFE" ; +label variable ER52053 "M35 WTR VOLNTRED FOR POVERTY ORGS-WIFE" ; +label variable ER52054 "M39 WTR VOLNTRED FOR SOCIAL CHGE ORGS-WF" ; +label variable ER52055 "M43 WTR VOLNTRED FOR OTR ORGS-WIFE" ; +label variable ER52055A "M43 TYPE ORG WF VLNTEER LAST YR" ; +label variable ER52056 "M45 WTR VOLUNTEER THRU ORGS-WIFE" ; +label variable ER52057 "M46 WTR THRU PLACE OF WORSHIP-WIFE" ; +label variable ER52058 "M47 WTR THRU ORGS FOR YOUTH-WIFE" ; +label variable ER52059 "M48 WTR THRU ORGS FOR SENIORS-WIFE" ; +label variable ER52060 "M49 WTR THRU HEALTH ORGS-WIFE" ; +label variable ER52061 "M50 WTR THRU ORGS FOR POOR-WIFE" ; +label variable ER52062 "M51 WTR THRU ORGS FOR SOC CHANGE-WIFE" ; +label variable ER52063 "M52 WTR THRU OTHER ORGS-WIFE" ; +label variable ER52063A "M52 TYPE ORGS FOR OTR PURPOSES-WIFE" ; +label variable ER52064 "M56A FREQ ATTEND RELIGIOUS SVCS-WIFE" ; +label variable ER52065 "M56B FREQ RELIGIOUS SERVICES PER-WIFE" ; +label variable ER52066 "BC8 WTR UNEMPLOYED IN 2009 (HD)" ; +label variable ER52067 "BC8 WEEKS UNEMPLOYED IN 2009 (HD)" ; +label variable ER52068 "BC7 WTR OUT LAB FRC IN 2009 (HD)" ; +label variable ER52069 "BC7WKS OUT LABOR FORCE IN 2009 (HD)" ; +label variable ER52070 "WTR EMPLOYED IN 2009 (HD)" ; +label variable ER52071 "WEEKS EMPLOYED IN 2009 (HD)" ; +label variable ER52072 "BC14EE HOURS/WK WORKED IN 2009 (HD)" ; +label variable ER52073 "ACCURACY OF HRS/WK WORKED IN 2009 (HD)" ; +label variable ER52074 "R2 LABOR INCOME 2009 (HD)" ; +label variable ER52075 "R2 PER FOR LABOR INCOME 2009 (HD)" ; +label variable ER52076 "ACCURACY OF LABOR INCOME 2009 (HD)" ; +label variable ER52077 "DE8 WTR UNEMPLOYED IN 2009 (WF)" ; +label variable ER52078 "DE8 WEEKS UNEMPLOYED IN 2009 (WF)" ; +label variable ER52079 "DE7 WTR OUT LAB FRC IN 2009 (WF)" ; +label variable ER52080 "DE7WKS OUT LABOR FORCE IN 2009 (WF)" ; +label variable ER52081 "WTR EMPLOYED IN 2009 (WF)" ; +label variable ER52082 "WEEKS EMPLOYED IN 2009 (WF)" ; +label variable ER52083 "DE14EE HOURS/WK WORKED IN 2009 (WF)" ; +label variable ER52084 "ACCURACY OF HRS/WK WORKED IN 2009 (WF)" ; +label variable ER52085 "R11 LABOR INCOME 2009 (WF)" ; +label variable ER52086 "R11 PER FOR LABOR INCOME 2009 (WF)" ; +label variable ER52087 "ACCURACY OF LABOR INCOME 2009 (WF)" ; +label variable ER52088 "R20 WTR RECD SOC SECURITY YR BEFORE LAST" ; +label variable ER52089 "R25 WTR RECD RETIREMENT YR BEFORE LAST" ; +label variable ER52090 "R29 WTR RECD VA PENSION YR BEFORE LAST" ; +label variable ER52091 "R33 WTR RECD UNEMP COMP YR BEFORE LAST" ; +label variable ER52092 "R37 WTR RECD WORKERS COMP YR BEFORE LAST" ; +label variable ER52093 "R41 WTR RECD TANF (ADC) YR B4 LAST" ; +label variable ER52094 "R47 WTR RECEIVED SSI YR BEFORE LAST" ; +label variable ER52095 "R51 WTR RECEIVED OTR WELFARE YR B4 LAST" ; +label variable ER52096 "R55 WTR REC CH SUPP/ALIMONY YR B4 LAST" ; +label variable ER52097 "WHO WAS RESPONDENT" ; +label variable ER52098 "# CALLS FOR IW" ; +label variable ER52099 "LANGUAGE OF INTERVIEW" ; +label variable ER52100 "IO26 WTR HOSTILE TO ASKING MED #" ; +label variable ER52101 "IO26 WTR NOT TRUTHFUL TO ASKING MED #" ; +label variable ER52102 "IO26 WTR NOT ABLE TO REMEMBER MED #" ; +label variable ER52103 "IO26 WTR CONF/PRIV CRNS ABOUT MED #" ; +label variable ER52104 "IO26 WTR NO REACTION TO ASKING MED #" ; +label variable ER52105 "IO26 WTR OTR REACTION TO ASKING MED #" ; +label variable ER52106 "IO28 WTR HELP W SCT A - HLPR 1" ; +label variable ER52107 "IO28 WTR HELP W SCT BC EHC - HLPR 1" ; +label variable ER52108 "IO28 WTR HELP W SCT BC OTHER - HLPR 1" ; +label variable ER52109 "IO28 WTR HELP W SCT DE EHC - HLPR 1" ; +label variable ER52110 "IO28 WTR HELP W SCT DE OTHER - HLPR 1" ; +label variable ER52111 "IO28 WTR HELP W SCT F - HLPR 1" ; +label variable ER52112 "IO28 WTR HELP W SCT G - HLPR 1" ; +label variable ER52113 "IO28 WTR HELP W SCT R - HLPR 1" ; +label variable ER52114 "IO28 WTR HELP W SCT W - HLPR 1" ; +label variable ER52115 "IO28 WTR HELP W SCT P - HLPR 1" ; +label variable ER52116 "IO28 WTR HELP W SCT H - HLPR 1" ; +label variable ER52117 "IO28 WTR HELP W SCT HEHC SCRN - HLPR 1" ; +label variable ER52118 "IO28 WTR HELP W SCT HEHC - HLPR 1" ; +label variable ER52119 "IO28 WTR HELP W SCT J - HLPR 1" ; +label variable ER52120 "IO28 WTR HELP W SCT KL - HLPR 1" ; +label variable ER52121 "IO28 WTR HELP W SCT M - HLPR 1" ; +label variable ER52122 "IO28 WTR HELP W ADDR - HLPR 1" ; +label variable ER52123 "IO28 WTR HELP W OTHER- HLPR 1" ; +label variable ER52124 "IO28 WTR HELP W SCT A - HLPR 2" ; +label variable ER52125 "IO28 WTR HELP W SCT BC EHC - HLPR 2" ; +label variable ER52126 "IO28 WTR HELP W SCT BC OTHER - HLPR 2" ; +label variable ER52127 "IO28 WTR HELP W SCT DE EHC - HLPR 2" ; +label variable ER52128 "IO28 WTR HELP W SCT DE OTHER - HLPR 2" ; +label variable ER52129 "IO28 WTR HELP W SCT F - HLPR 2" ; +label variable ER52130 "IO28 WTR HELP W SCT G - HLPR 2" ; +label variable ER52131 "IO28 WTR HELP W SCT R - HLPR 2" ; +label variable ER52132 "IO28 WTR HELP W SCT W - HLPR 2" ; +label variable ER52133 "IO28 WTR HELP W SCT P - HLPR 2" ; +label variable ER52134 "IO28 WTR HELP W SCT H - HLPR 2" ; +label variable ER52135 "IO28 WTR HELP W SCT HEHC SCRN - HLPR 2" ; +label variable ER52136 "IO28 WTR HELP W SCT HEHC - HLPR 2" ; +label variable ER52137 "IO28 WTR HELP W SCT J - HLPR 2" ; +label variable ER52138 "IO28 WTR HELP W SCT KL - HLPR 2" ; +label variable ER52139 "IO28 WTR HELP W SCT M - HLPR 2" ; +label variable ER52140 "IO28 WTR HELP W ADDR - HLPR 2" ; +label variable ER52141 "IO28 WTR HELP W OTHER- HLPR 2" ; +label variable ER52142 "IO28 WTR HELP W SCT A - HLPR 3" ; +label variable ER52143 "IO28 WTR HELP W SCT BC EHC - HLPR 3" ; +label variable ER52144 "IO28 WTR HELP W SCT BC OTHER - HLPR 3" ; +label variable ER52145 "IO28 WTR HELP W SCT DE EHC - HLPR 3" ; +label variable ER52146 "IO28 WTR HELP W SCT DE OTHER - HLPR 3" ; +label variable ER52147 "IO28 WTR HELP W SCT F - HLPR 3" ; +label variable ER52148 "IO28 WTR HELP W SCT G - HLPR 3" ; +label variable ER52149 "IO28 WTR HELP W SCT R - HLPR 3" ; +label variable ER52150 "IO28 WTR HELP W SCT W - HLPR 3" ; +label variable ER52151 "IO28 WTR HELP W SCT P - HLPR 3" ; +label variable ER52152 "IO28 WTR HELP W SCT H - HLPR 3" ; +label variable ER52153 "IO28 WTR HELP W SCT HEHC SCRN - HLPR 3" ; +label variable ER52154 "IO28 WTR HELP W SCT HEHC - HLPR 3" ; +label variable ER52155 "IO28 WTR HELP W SCT J - HLPR 3" ; +label variable ER52156 "IO28 WTR HELP W SCT KL - HLPR 3" ; +label variable ER52157 "IO28 WTR HELP W SCT M - HLPR 3" ; +label variable ER52158 "IO28 WTR HELP W ADDR - HLPR 3" ; +label variable ER52159 "IO28 WTR HELP W OTHER- HLPR 3" ; +label variable ER52160 "IO29 WTR R HAD DOCUMENTS FOR REFERENCE" ; +label variable ER52161 "IO29A WTR HAD INCOME TAX RETURN" ; +label variable ER52162 "IO29A WTR HAD PAYSTUB OR W2" ; +label variable ER52163 "IO29A WTR HAD MORTGAGE STATEMENT" ; +label variable ER52164 "IO29A WTR HAD BANK STATEMENT" ; +label variable ER52165 "IO29A WTR HAD OTR FINANCIAL STATEMENT" ; +label variable ER52166 "IO29A WTR HAD BILLS" ; +label variable ER52167 "IO29A WTR HAD OTR DOCUMENTS" ; +label variable ER52168 "# OF INDIVIDUAL RECORDS" ; +label variable ER52169 "HEAD WORK WEEKS-2010" ; +label variable ER52170 "ACCURACY HEAD WORK WEEKS-2010" ; +label variable ER52171 "HEAD WEEKLY WORK HOURS-2010" ; +label variable ER52172 "ACCURACY HEAD WEEKLY WORK HOURS-2010" ; +label variable ER52173 "HD OVERTIME WORK HOURS-2010" ; +label variable ER52174 "ACCURACY HD OVERTIME WORK HOURS-2010" ; +label variable ER52175 "HEAD TOTAL HOURS OF WORK-2010" ; +label variable ER52176 "HD WEEKS MISSED FOR ILLNESS OF OTRS-2010" ; +label variable ER52177 "ACC HD WKS MISSED ILLNESS OF OTRS-2010" ; +label variable ER52178 "HD WEEKS MISSED FOR OWN ILLNESS-2010" ; +label variable ER52179 "ACC HD WKS MISSED FOR OWN ILLNESS-2010" ; +label variable ER52180 "HEAD WEEKS OFF FOR VACATION-2010" ; +label variable ER52181 "ACC HEAD WEEKS OFF FOR VACATION-2010" ; +label variable ER52182 "HEAD STRIKE WEEKS-2010" ; +label variable ER52183 "ACCURACYHEAD STRIKE WEEKS-2010" ; +label variable ER52184 "HEAD WEEKS LAID OFF-2010" ; +label variable ER52185 "ACCURACY HEAD WEEKS LAID OFF-2010" ; +label variable ER52186 "HEAD UNEMPLOYMENT WEEKS-2010" ; +label variable ER52187 "ACCURACY HEAD UNEMPLOYMENT WEEKS-2010" ; +label variable ER52188 "HEAD WEEKS OUT OF LABOR FORCE-2010" ; +label variable ER52189 "ACC HEAD WEEKS OUT OF LABOR FORCE-2010" ; +label variable ER52190 "WIFE WORK WEEKS-2010" ; +label variable ER52191 "ACCURACY WIFE WORK WEEKS-2010" ; +label variable ER52192 "WIFE WEEKLY WORK HOURS-2010" ; +label variable ER52193 "ACCURACY WIFE WEEKLY WORK HOURS-2010" ; +label variable ER52194 "WF OVERTIME WORK HOURS-2010" ; +label variable ER52195 "ACCURACY WF OVERTIME WORK HOURS-2010" ; +label variable ER52196 "WIFE TOTAL HOURS OF WORK-2010" ; +label variable ER52197 "WF WEEKS MISSED FOR ILLNESS OF OTRS-2010" ; +label variable ER52198 "ACC WF WKS MISSED ILLNESS OF OTRS-2010" ; +label variable ER52199 "WF WEEKS MISSED FOR OWN ILLNESS-2010" ; +label variable ER52200 "ACC WF WKS MISSED FOR OWN ILLNESS-2010" ; +label variable ER52201 "WIFE WEEKS OFF FOR VACATION-2010" ; +label variable ER52202 "ACC WIFE WEEKS OFF FOR VACATION-2010" ; +label variable ER52203 "WIFE STRIKE WEEKS-2010" ; +label variable ER52204 "ACCURACY WIFE STRIKE WEEKS-2010" ; +label variable ER52205 "WIFE WEEKS LAID OFF-2010" ; +label variable ER52206 "ACCURACY WIFE WEEKS LAID OFF-2010" ; +label variable ER52207 "WIFE UNEMPLOYMENT WEEKS-2010" ; +label variable ER52208 "ACCURACY WIFE UNEMPLOYMENT WEEKS-2010" ; +label variable ER52209 "WIFE WEEKS OUT OF LABOR FORCE-2010" ; +label variable ER52210 "ACC WIFE WEEKS OUT OF LABOR FORCE-2010" ; +label variable ER52211 "TOTAL BUSINESS INCOME-2010" ; +label variable ER52212 "ACC BUSINESS INCOME-2010" ; +label variable ER52213 "NUMBER OF BUSINESSES OWNED BY FU IN 2010" ; +label variable ER52214 "FARM INCOME OF HEAD-2010" ; +label variable ER52215 "ACC FARM INCOME OF HEAD-2010" ; +label variable ER52216 "HD LABOR INCOME FROM BUSINESS-2010" ; +label variable ER52217 "HD ASSET INCOME FROM BUSINESS-2010" ; +label variable ER52218 "NUMBER OF BUSINESSES OWNED BY HEAD" ; +label variable ER52219 "WAGES AND SALARIES OF HEAD-2010" ; +label variable ER52220 "ACC WAGES AND SALARIES OF HEAD-2010" ; +label variable ER52221 "BONUS INCOME OF HEAD-2010" ; +label variable ER52222 "ACC BONUS INCOME OF HEAD-2010" ; +label variable ER52223 "OVERTIME INCOME OF HEAD-2010" ; +label variable ER52224 "ACC OVERTIME INCOME OF HEAD-2010" ; +label variable ER52225 "TIPS OF HEAD-2010" ; +label variable ER52226 "ACC TIPS OF HEAD-2010" ; +label variable ER52227 "COMMISSION INCOME OF HEAD-2010" ; +label variable ER52228 "ACC COMMISSION INCOME OF HEAD-2010" ; +label variable ER52229 "PROFESSIONAL PRACTICE OF HEAD-2010" ; +label variable ER52230 "ACC PROFESSIONL PRACTICE OF HD-2010" ; +label variable ER52231 "MARKET GARDENING INCOME OF HD-2010" ; +label variable ER52232 "ACC MARKET GARDENING INCOME OF HEAD" ; +label variable ER52233 "HEAD ADDITIONAL JOB INCOME-2010" ; +label variable ER52234 "ACC OF HEAD ADDITIONAL JOB INCOME" ; +label variable ER52235 "MISC LABOR INCOME OF HEAD-2010" ; +label variable ER52236 "ACC MISC LABOR INCOME OF HEAD-2010" ; +label variable ER52237 "LABOR INCOME OF HEAD-2010" ; +label variable ER52238 "HEAD RENT INCOME-2010" ; +label variable ER52239 "ACCURACY OF HEAD RENT INCOME-2010" ; +label variable ER52240 "HEAD DIVIDENDS-2010" ; +label variable ER52241 "ACCURACY OF HEAD DIVIDENDS-2010" ; +label variable ER52242 "HEAD INTEREST INCOME-2010" ; +label variable ER52243 "ACCURACY OF HEAD INTEREST INCOME-2010" ; +label variable ER52244 "HEAD INCOME FROM TRUSTS/ROYALTIES-2010" ; +label variable ER52245 "ACCURACY OF HD INCOME FROM TRUSTS-2010" ; +label variable ER52246 "WF LABOR INCOME FROM BUSINESS-2010" ; +label variable ER52247 "WF ASSET INCOME FROM BUSINESS-2010" ; +label variable ER52248 "NUMBER OF BUSINESSES OWNED BY WIFE" ; +label variable ER52249 "LABOR INCOME OF WIFE-2010" ; +label variable ER52250 "ACC LABOR INCOME OF WIFE-2010" ; +label variable ER52251 "WIFE RENT INCOME-2010" ; +label variable ER52252 "ACCURACY OF WIFE RENT INCOME-2010" ; +label variable ER52253 "WIFE DIVIDENDS-2010" ; +label variable ER52254 "ACCURACY OF WIFE DIVIDENDS-2010" ; +label variable ER52255 "WIFE INTEREST INCOME-2010" ; +label variable ER52256 "ACCURACY OF WIFE INTEREST INCOME-2010" ; +label variable ER52257 "WIFE INCOME FROM TRUSTS/ROYALTIES-2010" ; +label variable ER52258 "ACCURACY OF WF INCOME FROM TRUSTS-2010" ; +label variable ER52259 "HEAD AND WIFE TAXABLE INCOME-2010" ; +label variable ER52260 "HEAD INCOME FROM TANF, ETC.-2010" ; +label variable ER52261 "ACCURACY OF HEAD INCOME FROM TANF-2010" ; +label variable ER52262 "HEAD SSI-2010" ; +label variable ER52263 "ACCURACY OF HEAD SSI-2010" ; +label variable ER52264 "HEAD OTHER WELFARE-2010" ; +label variable ER52265 "ACCURACY OF HEAD OTHER WELFARE-2010" ; +label variable ER52266 "HEAD VA PENSION-2010" ; +label variable ER52267 "ACCURACY OF HEAD VA PENSION-2010" ; +label variable ER52268 "HEAD RETIREMENT/PENSIONS-2010" ; +label variable ER52269 "ACCURACY OF HEAD RETIREMENT-2010" ; +label variable ER52270 "HEAD ANNUITIES-2010" ; +label variable ER52271 "ACCURACY OF HEAD ANNUITIES-2010" ; +label variable ER52272 "HEAD OTHER RETIREMENT-2010" ; +label variable ER52273 "ACCURACY OF HEAD OTHER RETIREMENT-2010" ; +label variable ER52274 "HEAD UNEMPLOYMENT COMPENSATION-2010" ; +label variable ER52275 "ACCURACY OF HEAD UNEMPLOYMENT COMP-2010" ; +label variable ER52276 "HEAD WORKERS COMPENSATION-2010" ; +label variable ER52277 "ACCURACY OF HEAD WORKERS COMP-2010" ; +label variable ER52278 "CHILD SUPPORT RECEIVED BY HEAD-2010" ; +label variable ER52279 "ACCURACY OF HEAD CHILD SUPPORT-2010" ; +label variable ER52280 "HEAD INCOME FROM ALIMONY-2010" ; +label variable ER52281 "ACCURACY OF HEAD ALIMONY-2010" ; +label variable ER52282 "HEAD HELP FROM RELATIVES-2010" ; +label variable ER52283 "ACCURACY OF HEAD HELP FROM RELS-2010" ; +label variable ER52284 "HEAD HELP FROM OTHERS-2010" ; +label variable ER52285 "ACCURACY OF HEAD HELP FROM OTHERS-2010" ; +label variable ER52286 "HEAD MISCELLANEOUS TRANSFERS-2010" ; +label variable ER52287 "ACCURACY OF HD MISC TRANSFERS-2010" ; +label variable ER52288 "WIFE INCOME FROM TANF, ETC.-2010" ; +label variable ER52289 "ACCURACY OF WIFE INCOME FROM TANF-2010" ; +label variable ER52290 "WIFE SSI-2010" ; +label variable ER52291 "ACCURACY OF WIFE SSI-2010" ; +label variable ER52292 "WIFE OTHER WELFARE-2010" ; +label variable ER52293 "ACCURACY OF WIFE OTHER WELFARE-2010" ; +label variable ER52294 "WIFE RETIREMENT/ANNUITIES-2010" ; +label variable ER52295 "ACCURACY OF WIFE RETIREMENT-2010" ; +label variable ER52296 "WIFE UNEMPLOYMENT COMPENSATION-2010" ; +label variable ER52297 "ACCURACY OF WIFE UNEMPLOYMENT COMP-2010" ; +label variable ER52298 "WIFE WORKERS COMPENSATION-2010" ; +label variable ER52299 "ACCURACY OF WIFE WORKERS COMP-2010" ; +label variable ER52300 "CHILD SUPPORT RECEIVED BY WIFE-2010" ; +label variable ER52301 "ACCURACY OF WIFE CHILD SUPPORT-2010" ; +label variable ER52302 "WIFE HELP FROM RELATIVES-2010" ; +label variable ER52303 "ACCURACY OF WIFE HELP FROM RELS-2010" ; +label variable ER52304 "WIFE HELP FROM OTHERS-2010" ; +label variable ER52305 "ACCURACY OF WIFE HELP FROM OTHERS-2010" ; +label variable ER52306 "WIFE MISCELLANEOUS TRANSFERS-2010" ; +label variable ER52307 "ACCURACY OF WF MISC TRANSFERS-2010" ; +label variable ER52308 "HEAD AND WIFE TRANSFER INCOME-2010" ; +label variable ER52309 "HEAD WAGE RATE-2010" ; +label variable ER52310 "WIFE WAGE RATE-2010" ; +label variable ER52311 "TOTAL LABOR INCOME OF OTR FU MEMBRS-2010" ; +label variable ER52312 "ACCURACY OF OTR FU MEMBR LABOR Y-2010" ; +label variable ER52313 "TOTAL ASSET INCOME OF OTR FU MEMBRS-2010" ; +label variable ER52314 "ACCURACY OF OTR FU MEMBR ASSET Y-2010" ; +label variable ER52315 "TAXABLE INCOME OF OTHER FU MEMBERS-2010" ; +label variable ER52316 "OTR FU MEMBR INCOME FROM TANF, ETC.-2010" ; +label variable ER52317 "ACCURACY OF OFUM INCOME FROM TANF-2010" ; +label variable ER52318 "OTR FU MEMBERS SSI-2010" ; +label variable ER52319 "ACCURACY OF OTR FU MEMBERS SSI-2010" ; +label variable ER52320 "OTR FU MEMBERS OTHER WELFARE-2010" ; +label variable ER52321 "ACCURACY OF OFUM OTHER WELFARE-2010" ; +label variable ER52322 "OTHER FU MEMBERS VA PENSION-2010" ; +label variable ER52323 "ACCURACY OF OTR FU MEMBR VA PENSION-2010" ; +label variable ER52324 "OTHER FU MEMBR RETIREMENT/ANNUITIES-2010" ; +label variable ER52325 "ACCURACY OF OFUM RETIREMENT-2010" ; +label variable ER52326 "OFUM UNEMPLOYMENT COMPENSATION-2010" ; +label variable ER52327 "ACCURACY OF OFUM UNEMPLOYMENT COMP-2010" ; +label variable ER52328 "OTR FU MEMBERS WORKERS COMPENSATION-2010" ; +label variable ER52329 "ACCURACY OF OFUM WORKERS COMP-2010" ; +label variable ER52330 "OFUM INCOME FROM CHILD SUPPORT-2010" ; +label variable ER52331 "ACCURACY OF OFUM CHILD SUPPORT-2010" ; +label variable ER52332 "OTR FU MEMBERS HELP FROM RELATIVES-2010" ; +label variable ER52333 "ACCURACY OF OFUM HELP FROM RELS-2010" ; +label variable ER52334 "OFUM MISCELLANEOUS TRANSFERS-2010" ; +label variable ER52335 "ACCURACY OF OFUM MISC TRANSFERS-2010" ; +label variable ER52336 "TOTAL TRANSFER INCOME OF OFUMS-2010" ; +label variable ER52337 "HEAD SOCIAL SECURITY INCOME-2010" ; +label variable ER52338 "ACCURACY OF HEAD SOCIAL SECURITY-2010" ; +label variable ER52339 "WIFE SOCIAL SECURITY INCOME-2010" ; +label variable ER52340 "ACCURACY OF WIFE SOCIAL SECURITY-2010" ; +label variable ER52341 "OFUM SOCIAL SECURITY INCOME-2010" ; +label variable ER52342 "ACCURACY OF OFUM SOCIAL SECURITY-2010" ; +label variable ER52343 "TOTAL FAMILY INCOME-2010" ; +label variable ER52344 "IMP WTR FARM/BUS (W10) 11" ; +label variable ER52345 "ACC WTR FARM/BUS (W10) 11" ; +label variable ER52346 "IMP VALUE FARM/BUS (W11) 11" ; +label variable ER52347 "ACC VALUE FARM/BUS (W11) 11" ; +label variable ER52348 "IMP WTR CHECKING/SAVING (W27) 11" ; +label variable ER52349 "ACC WTR CHECKING/SAVING (W27) 11" ; +label variable ER52350 "IMP VAL CHECKING/SAVING (W28) 11" ; +label variable ER52351 "ACC VAL CHECKING/SAVING (W28) 11" ; +label variable ER52352 "IMP WTR OTH REAL ESTATE (W1) 11" ; +label variable ER52353 "ACC WTR OTH REAL ESTATE (W1) 11" ; +label variable ER52354 "IMP VAL OTH REAL ESTATE (W2) 11" ; +label variable ER52355 "ACC VAL OTH REAL ESTATE (W2) 11" ; +label variable ER52356 "IMP WTR STOCKS (W15) 11" ; +label variable ER52357 "ACC WTR STOCKS (W15) 11" ; +label variable ER52358 "IMP VALUE STOCKS (W16) 11" ; +label variable ER52359 "ACC VALUE STOCKS (W16) 11" ; +label variable ER52360 "IMP VALUE VEHICLES (W6) 11" ; +label variable ER52361 "ACC VALUE VEHICLES (W6) 11" ; +label variable ER52362 "IMP WTR OTH ASSETS (W33) 11" ; +label variable ER52363 "ACC WTR OTH ASSETS (W33) 11" ; +label variable ER52364 "IMP VALUE OTH ASSETS (W34) 11" ; +label variable ER52365 "ACC VALUE OTH ASSETS (W34) 11" ; +label variable ER52366 "IMP WTR ANNUITY/IRA (W21) 11" ; +label variable ER52367 "ACC WTR ANNUITY/IRA (W21) 11" ; +label variable ER52368 "IMP VALUE ANNUITY/IRA (W22) 11" ; +label variable ER52369 "ACC VALUE ANNUITY/IRA (W22) 11" ; +label variable ER52370 "IMP WTR CREDIT CARD DEBT (W38A) 11" ; +label variable ER52371 "ACC WTR CREDIT CARD DEBT (W38A) 11" ; +label variable ER52372 "IMP VAL CREDIT CARD DEBT (W39A) 11" ; +label variable ER52373 "ACC VAL CREDIT CARD DEBT (W39A) 11" ; +label variable ER52374 "IMP WTR STUDENT LOAN DEBT (W38B1) 11" ; +label variable ER52375 "ACC WTR STUDENT LOAN DEBT (W38B1) 11" ; +label variable ER52376 "IMP VAL STUDENT LOAN DEBT (W39B1) 11" ; +label variable ER52377 "ACC VAL STUDENT LOAN DEBT (W39B1) 11" ; +label variable ER52378 "IMP WTR MEDICAL DEBT (W38B2) 11" ; +label variable ER52379 "ACC WTR MEDICAL DEBT (W38B2) 11" ; +label variable ER52380 "IMP VAL MEDICAL DEBT (W39B2) 11" ; +label variable ER52381 "ACC VAL MEDICAL DEBT (W39B2) 11" ; +label variable ER52382 "IMP WTR LEGAL DEBT (W38B3) 11" ; +label variable ER52383 "ACC WTR LEGAL DEBT (W38B3) 11" ; +label variable ER52384 "IMP VAL LEGAL DEBT (W39B3) 11" ; +label variable ER52385 "ACC VAL LEGAL DEBT (W39B3) 11" ; +label variable ER52386 "IMP WTR FAMILY LOAN DEBT (W38B4) 11" ; +label variable ER52387 "ACC WTR FAMILY LOAN DEBT (W38B4) 11" ; +label variable ER52388 "IMP VAL FAMILY LOAN DEBT (W39B4) 11" ; +label variable ER52389 "ACC VAL FAMILY LOAN DEBT (W39B4) 11" ; +label variable ER52390 "IMP VALUE HOME EQUITY 11" ; +label variable ER52391 "ACC VALUE HOME EQUITY 11" ; +label variable ER52392 "IMP WEALTH W/O EQUITY (WEALTH1) 11" ; +label variable ER52393 "ACC WEALTH W/O EQUITY (WEALTH1) 11" ; +label variable ER52394 "IMP WEALTH W/ EQUITY (WEALTH2) 11" ; +label variable ER52395 "ACC WEALTH W/ EQUITY (WEALTH2) 11" ; +label variable ER52396 "CENSUS NEEDS STANDARD-2010" ; +label variable ER52397 "CENSUS NEEDS STANDARD-2009" ; +label variable ER52398 "CURRENT REGION" ; +label variable ER52399 "BEALE RURAL-URBAN CODE" ; +label variable ER52399A "RURAL-URBAN CODE (BEALE-COLLAPSED)" ; +label variable ER52400 "SIZE LARGEST CITY IN COUNTY" ; +label variable ER52401 "REGION HD GREW UP" ; +label variable ER52402 "HD GEOGRAPHIC MOBILITY" ; +label variable ER52403 "REGION WF GREW UP" ; +label variable ER52404 "WF GEOGRAPHIC MOBILITY" ; +label variable ER52405 "COMPLETED ED-HD" ; +label variable ER52406 "COMPLETED ED-WF" ; +label variable ER52407 "MARITAL STATUS-GENERATED" ; +label variable ER52408 "CHANGE IN MARITAL STATUS" ; +label variable ER52409 "COUPLE STATUS OF HEAD" ; +label variable ER52410 "YEAR NEW HEAD IN FU" ; +label variable ER52411 "YEAR NEW WIFE IN FU" ; +label variable ER52412 "HEAD-SPOUSE SAMPLE STATUS" ; +label variable ER52413 "NUMBER OF SPLITOFFS FROM MAIN FAM" ; +label variable ER52414 "MAIN FAMILY ID FOR SPLITOFF" ; +label variable ER52415 "CURRENT YR ID OF 1ST OTHER FU IN HU" ; +label variable ER52416 "REL OF 1ST OTHER FU" ; +label variable ER52417 "SIZE OF 1ST OTHER FU" ; +label variable ER52418 "CURRENT YR ID OF 2ND OTHER FU IN HU" ; +label variable ER52419 "REL OF 2ND OTHER FU" ; +label variable ER52420 "SIZE OF 2ND OTHER FU" ; +label variable ER52421 "CURRENT YR ID OF 3RD OTHER FU IN HU" ; +label variable ER52422 "REL OF 3RD OTHER FU" ; +label variable ER52423 "SIZE OF 3RD OTHER FU" ; +label variable ER52424 "CURRENT YR ID OF 4TH OTHER FU IN HU" ; +label variable ER52425 "REL OF 4TH OTHER FU" ; +label variable ER52426 "SIZE OF 4TH OTHER FU" ; +label variable ER52427 "HOUSEHOLD ID #" ; +label variable ER52428 "BIRTHS TO HEAD ONLY-2010" ; +label variable ER52429 "BIRTHS TO WIFE ONLY-2010" ; +label variable ER52430 "BIRTHS TO HEAD AND WIFE-2010" ; +label variable ER52431 "BIRTHS TO OFUMS ONLY-2010" ; +label variable ER52432 "BIRTHS TO HEAD ONLY-2009" ; +label variable ER52433 "BIRTHS TO WIFE ONLY-2009" ; +label variable ER52434 "BIRTHS TO HEAD AND WIFE-2009" ; +label variable ER52435 "BIRTHS TO OFUMS ONLY-2009" ; +label variable ER52436 "2011 CORE/IMMIGRANT FAM WEIGHT NUMBER 1" ; diff --git a/42/replication_package/data_replication/psid/raw_data/FAM2011ER.txt b/42/replication_package/data_replication/psid/raw_data/FAM2011ER.txt new file mode 100644 index 0000000000000000000000000000000000000000..eea615c75673e4e4144097ce88152f0702a69ee9 --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/FAM2011ER.txt @@ -0,0 +1,3 @@ +version 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8142 - 8147 + ER58140 8148 - 8148 ER58141 8149 - 8154 ER58142 8155 - 8155 + ER58143 8156 - 8161 ER58144 8162 - 8162 ER58145 8163 - 8168 + ER58146 8169 - 8174 ER58147 8175 - 8175 ER58148 8176 - 8181 + ER58149 8182 - 8182 ER58150 8183 - 8188 ER58151 8189 - 8189 + ER58152 8190 - 8196 ER58153 8197 - 8197 ER58154 8198 - 8198 + ER58155 8199 - 8207 ER58156 8208 - 8208 ER58157 8209 - 8217 + ER58158 8218 - 8218 ER58159 8219 - 8219 ER58160 8220 - 8220 + ER58161 8221 - 8229 ER58162 8230 - 8230 ER58163 8231 - 8231 + ER58164 8232 - 8232 ER58165 8233 - 8241 ER58166 8242 - 8242 + ER58167 8243 - 8251 ER58168 8252 - 8252 ER58169 8253 - 8253 + ER58170 8254 - 8254 ER58171 8255 - 8263 ER58172 8264 - 8264 + ER58173 8265 - 8273 ER58174 8274 - 8274 ER58175 8275 - 8275 + ER58176 8276 - 8276 ER58177 8277 - 8285 ER58178 8286 - 8286 + ER58179 8287 - 8287 ER58180 8288 - 8288 ER58181 8289 - 8297 + ER58182 8298 - 8298 ER58183 8299 - 8299 ER58184 8300 - 8300 + ER58185 8301 - 8307 ER58186 8308 - 8308 ER58187 8309 - 8309 + ER58188 8310 - 8310 ER58189 8311 - 8317 ER58190 8318 - 8318 + ER58191 8319 - 8319 ER58192 8320 - 8320 ER58193 8321 - 8327 + ER58194 8328 - 8328 ER58195 8329 - 8329 ER58196 8330 - 8330 + ER58197 8331 - 8337 ER58198 8338 - 8338 ER58199 8339 - 8339 + ER58200 8340 - 8340 ER58201 8341 - 8347 ER58202 8348 - 8348 + ER58203 8349 - 8349 ER58204 8350 - 8350 ER58205 8351 - 8357 + ER58206 8358 - 8358 ER58207 8359 - 8367 ER58208 8368 - 8368 + ER58209 8369 - 8377 ER58210 8378 - 8378 ER58211 8379 - 8387 + ER58212 8388 - 8388 ER58212A1 8389 - 8398 ER58212A2 8399 - 8408 + ER58212A3 8409 - 8418 ER58212A4 8419 - 8428 ER58212A5 8429 - 8438 + ER58212A6 8439 - 8448 ER58212A7 8449 - 8458 ER58212A8 8459 - 8468 + ER58212A9 8469 - 8478 ER58212B1 8479 - 8488 ER58212B2 8489 - 8498 + ER58212B3 8499 - 8508 ER58212B4 8509 - 8518 ER58212B5 8519 - 8528 + ER58212B6 8529 - 8538 ER58212B7 8539 - 8548 ER58212B8 8549 - 8558 + ER58212B9 8559 - 8568 ER58212C1 8569 - 8578 ER58212C2 8579 - 8588 + ER58212C3 8589 - 8598 ER58212C4 8599 - 8608 ER58212C5 8609 - 8618 + ER58212C6 8619 - 8628 ER58212C7 8629 - 8638 ER58212C8 8639 - 8648 + ER58212C9 8649 - 8658 ER58212D1 8659 - 8668 ER58212D2 8669 - 8678 + ER58212D3 8679 - 8688 ER58212D4 8689 - 8698 ER58212D5 8699 - 8708 + ER58212D6 8709 - 8718 ER58212D7 8719 - 8728 ER58212D8 8729 - 8738 + ER58212D9 8739 - 8748 ER58212E1 8749 - 8758 ER58212E2 8759 - 8768 + ER58212E3 8769 - 8778 ER58213 8779 - 8783 ER58214 8784 - 8788 + ER58215 8789 - 8789 ER58216 8790 - 8791 ER58217 8792 - 8793 + ER58218 8794 - 8794 ER58219 8795 - 8795 ER58220 8796 - 8796 + ER58221 8797 - 8797 ER58222 8798 - 8798 ER58223 8799 - 8800 + ER58224 8801 - 8802 ER58225 8803 - 8803 ER58226 8804 - 8804 + ER58227 8805 - 8805 ER58228 8806 - 8809 ER58229 8810 - 8813 + ER58230 8814 - 8814 ER58231 8815 - 8815 ER58232 8816 - 8820 + ER58233 8821 - 8825 ER58234 8826 - 8826 ER58235 8827 - 8828 + ER58236 8829 - 8833 ER58237 8834 - 8834 ER58238 8835 - 8836 + ER58239 8837 - 8841 ER58240 8842 - 8842 ER58241 8843 - 8844 + ER58242 8845 - 8849 ER58243 8850 - 8850 ER58244 8851 - 8852 + ER58245 8853 - 8857 ER58246 8858 - 8858 ER58247 8859 - 8859 + ER58248 8860 - 8860 ER58249 8861 - 8861 ER58250 8862 - 8862 + ER58251 8863 - 8863 ER58252 8864 - 8864 ER58253 8865 - 8865 + ER58254 8866 - 8866 ER58255 8867 - 8867 ER58256 8868 - 8868 + ER58257 8869 - 8875 +using FAM2013ER.txt, clear +; +label variable ER53001 "RELEASE NUMBER" ; +label variable ER53002 "2013 FAMILY INTERVIEW (ID) NUMBER" ; +label variable ER53003 "PSID STATE OF RESIDENCE CODE" ; +label variable ER53004 "CURRENT STATE" ; +label variable ER53005 "SPLITOFF INDICATOR" ; +label variable ER53006 "MODE OF INTERVIEW" ; +label variable ER53007 "FAMILY COMPOSITION CHANGE" ; +label variable ER53008 "TYPE INSTITUTION" ; +label variable ER53009 "1968 FAMILY IDENTIFIER" ; +label variable ER53010 "WTR REINSTATED DROPPED FAMILY" ; +label variable ER53011 "INTERVIEWER ID" ; +label variable ER53012 "MONTH CURRENT IW" ; +label variable ER53013 "DAY CURRENT IW" ; +label variable ER53014 "YEAR CURRENT IW" ; +label variable ER53015 "LENGTH OF IW IN MINUTES" ; +label variable ER53016 "# IN FU" ; +label variable ER53017 "AGE OF HEAD" ; +label variable ER53018 "SEX OF HEAD" ; +label variable ER53019 "AGE OF WIFE" ; +label variable ER53020 "# CHILDREN IN FU" ; +label variable ER53021 "AGE YOUNGEST CHILD" ; +label variable ER53022 "# NONFU SHARING HU" ; +label variable ER53023 "HEAD MARITAL STATUS" ; +label variable ER53024 "A3 LIFE SATISFACTION" ; +label variable ER53025 "A4 TYPE DU" ; +label variable ER53026 "A6A WTR SENIOR HOUSING" ; +label variable ER53027 "A7A WTR SENIOR SERVICES" ; +label variable ER53028 "A8 ACTUAL # ROOMS" ; +label variable ER53029 "A19 OWN/RENT OR WHAT" ; +label variable ER53030 "A20 HOUSE VALUE" ; +label variable ER53031 "ACCURACY OF HOUSE VALUE" ; +label variable ER53032 "A20A WTR HOUSE WORTH 100,000+" ; +label variable ER53033 "A20B WTR HOUSE WORTH 200,000+" ; +label variable ER53034 "A20C WTR HOUSE WORTH 400,000+" ; +label variable ER53035 "A20D WTR HOUSE WORTH 75,000+" ; +label variable ER53036 "A20E WTR HOUSE WORTH 25,000+" ; +label variable ER53037 "A20F WTR RENTS LOT" ; +label variable ER53038 "A20G DOLLARS LOT RENT" ; +label variable ER53039 "A20G DOLLARS PER WHAT" ; +label variable ER53040 "ACCURACY OF LOT RENT" ; +label variable ER53041 "A20H WTR LOT RENT INCUDES WATER/SEWER" ; +label variable ER53042 "A21 ANNUAL PROPERTY TAX" ; +label variable ER53043 "ACCURACY OF ANNUAL PROPERTY TAX" ; +label variable ER53044 "A22 ANNUAL OWNR INSURANC" ; +label variable ER53045 "A23 HAVE MORTGAGE?" ; +label variable ER53046 "A23A TYPE MORTGAGE MOR 1" ; +label variable ER53047 "A23B WTR ORIGINAL LOAN/REFINANCED #1" ; +label variable ER53048 "A24 REM PRINCIPAL MOR 1" ; +label variable ER53049 "ACCURACY OF REMAINING MORTGAGE PRIN #1" ; +label variable ER53050 "A25 MNTHLY PMTS MOR 1" ; +label variable ER53051 "ACCURACY OF MONTHLY PYMNTS ON MTGE #1" ; +label variable ER53052 "A25A1 MTG INCL PROP TAXES #1" ; +label variable ER53053 "A25A2 MTG INCL INS PREM #1" ; +label variable ER53054 "A25A3 WTR CURR INT RATE FIXED/VARBLE #1" ; +label variable ER53055 "A25A4 CURR INTEREST RATE WHOLE PRCNT #1" ; +label variable ER53056 "A25A4 CURR INT RATE DECIMAL FRACTION #1" ; +label variable ER53057 "A26 YEAR OBTAINED LOAN #1" ; +label variable ER53058 "A27 YRS TO PAY MOR 1" ; +label variable ER53059 "A27A WTR BEHIND ON MTGE # 1" ; +label variable ER53060 "A27B MONTHS BEHIND ON MTGE # 1" ; +label variable ER53061 "A27C WTR FORECLOSURE ON MTGE # 1" ; +label variable ER53062 "A27D MONTH FORECLOSURE ON MTGE # 1" ; +label variable ER53063 "A27E YEAR FORECLOSURE ON MTGE # 1" ; +label variable ER53064 "A27F WTR RESTRUCTURED MTGE # 1" ; +label variable ER53065 "A27G LIKELY TO FALL BEHIND ON MTGE #1" ; +label variable ER53066 "A28 2ND MORTGAGE" ; +label variable ER53067 "A23A TYPE MORTGAGE MOR 2" ; +label variable ER53068 "A23B WTR ORIGINAL LOAN/REFINANCED #2" ; +label variable ER53069 "A24 REM PRINCIPAL MOR 2" ; +label variable ER53070 "ACCURACY OF REMAINING MORTGAGE PRIN #2" ; +label variable ER53071 "A25 MNTHLY PMTS MOR 2" ; +label variable ER53072 "ACCURACY OF MONTHLY PYMNTS ON MTGE #2" ; +label variable ER53073 "A25A1 MTG INCL PROP TAXES #2" ; +label variable ER53074 "A25A2 MTG INCL INS PREM #2" ; +label variable ER53075 "A25A3 WTR CURR INT RATE FIXED/VARBLE #2" ; +label variable ER53076 "A25A4 CURR INTEREST RATE WHOLE PRCNT #2" ; +label variable ER53077 "A25A4 CURR INT RATE DECIMAL FRACTION #2" ; +label variable ER53078 "A26 YEAR OBTAINED LOAN #2" ; +label variable ER53079 "A27 YRS TO PAY MOR 2" ; +label variable ER53080 "A27A WTR BEHIND ON MTGE # 2" ; +label variable ER53081 "A27B MONTHS BEHIND ON MTGE # 2" ; +label variable ER53082 "A27C WTR FORECLOSURE ON MTGE # 2" ; +label variable ER53083 "A27D MONTH FORECLOSURE ON MTGE # 2" ; +label variable ER53084 "A27E YEAR FORECLOSURE ON MTGE # 2" ; +label variable ER53085 "A27F WTR RESTRUCTURED MTGE # 2" ; +label variable ER53086 "A27G LIKELY TO FALL BEHIND ON MTGE # 2" ; +label variable ER53087 "A31 DOLLARS RENT" ; +label variable ER53088 "A31 DOLLARS PER WHAT" ; +label variable ER53089 "ACCURACY OF RENT" ; +label variable ER53090 "A31A WTR WATER/SEWER INCLUDED IN RENT" ; +label variable ER53091 "A31B FURNISHED APT/HOUSE" ; +label variable ER53092 "A31C RENT INCL HEAT" ; +label variable ER53093 "A32 IN PUBLIC OWND PROJ?" ; +label variable ER53094 "A33 GOVT PAY PART RENT?" ; +label variable ER53095 "A35 DOLLARS RENT IF RENT" ; +label variable ER53096 "A35 DOLLARS PER WHAT" ; +label variable ER53097 "ACCURACY OF VALUE IF RENTED" ; +label variable ER53098 "A36 IN PUBLIC OWND PROJ?" ; +label variable ER53099 "A37 GOVT PAY ALL RENT?" ; +label variable ER53100 "A37A WTR FORCLOSURE BEG OTR HOME # 1" ; +label variable ER53101 "A37B MONTH FORCLOSURE OTR HOME # 1" ; +label variable ER53102 "A37C YEAR FORCLOSURE OTR HOME # 1" ; +label variable ER53103 "A37D WTR FORECLOSURED OTR HOME # 1" ; +label variable ER53104 "A37E WTR LOST OTR HOME FORECLOSURE # 1" ; +label variable ER53105 "A37F WTR MAIN RESIDENCE OTR HOME # 1" ; +label variable ER53106 "A37G AMT STILL OWED OTR HOME # 1" ; +label variable ER53107 "A37H WTR FORCLOSURE BEG OTR HOME # 2" ; +label variable ER53108 "A37B MONTH FORCLOSURE OTR HOME # 2" ; +label variable ER53109 "A37C YEAR FORCLOSURE OTR HOME # 2" ; +label variable ER53110 "A37D WTR FORECLOSURED OTR HOME # 2" ; +label variable ER53111 "A37E WTR LOST OTR HOME FORECLOSURE # 2" ; +label variable ER53112 "A37F WTR MAIN RESIDENCE OTR HOME # 2" ; +label variable ER53113 "A37G AMT STILL OWED OTR HOME # 2" ; +label variable ER53114 "A42 WTR GAS/ELEC COSTS ON ONE BILL" ; +label variable ER53115 "A42A FUEL EXPENSE" ; +label variable ER53116 "A42A FUEL EXPENSE PER" ; +label variable ER53117 "A42B ELECTRICITY EXPENSE" ; +label variable ER53118 "A42B ELECTRICITY PER" ; +label variable ER53119 "A42C COMBINED GAS/ELECT EXPENSE" ; +label variable ER53120 "A42C COMBINED GAS/ELECT EXPENSE PER" ; +label variable ER53121 "A43 WATER/SEWER EXPENSE" ; +label variable ER53122 "A43 WATER/SEWER EXPENSE PER" ; +label variable ER53123 "A44 TELEPHONE EXPENSE" ; +label variable ER53124 "A44 TELEPHONE EXPENSE PER" ; +label variable ER53125 "A45 WTR OTR UTILITY EXP" ; +label variable ER53126 "A45A GARBAGE EXPENSE" ; +label variable ER53127 "A45B TOTAL OTR UTILITIES" ; +label variable ER53128 "A45B OTR UTILITIES PER" ; +label variable ER53129 "A40 TYPE HEATING 1ST MENTION" ; +label variable ER53130 "A40 TYPE HEATING 2ND MENTION" ; +label variable ER53131 "A40 TYPE HEATING 3RD MENTION" ; +label variable ER53132 "A46 RECD GOVT HTG SUBSDY" ; +label variable ER53133 "A46A AMT GOVT HTG SUBSDY" ; +label variable ER53134 "A47A WTR COMPUTER IN HOME-HD" ; +label variable ER53135 "A47B WTR USED INTERNET-HD" ; +label variable ER53136 "A47C WTR USED INTERNET ELSEWHERE-HD" ; +label variable ER53137 "A47A WTR COMPUTER IN HOME-WF" ; +label variable ER53138 "A47B WTR USED INTERNET-WF" ; +label variable ER53139 "A47C WTR USED INTERNET ELSEWHERE-WF" ; +label variable ER53140 "A49 WTR MOVED SINCE JAN 1 OF PRIOR YEAR" ; +label variable ER53141 "A49 MONTH MOVED" ; +label variable ER53142 "A49 YEAR MOVED" ; +label variable ER53143 "A50 WHY MOVED 1ST MENTION" ; +label variable ER53144 "A50 WHY MOVED 2ND MENTION" ; +label variable ER53145 "A50 WHY MOVED 3RD MENTION" ; +label variable ER53146 "A51 WTR MIGHT MOVE" ; +label variable ER53147 "A52 LIKELIHOOD OF MOVING" ; +label variable ER53148 "BC1 EMPLOYMENT STATUS-1ST MENTION" ; +label variable ER53149 "BC1 EMPLOYMENT STATUS-2ND MENTION" ; +label variable ER53150 "BC1 EMPLOYMENT STATUS-3RD MENTION" ; +label variable ER53151 "BC2 YEAR RETIRED" ; +label variable ER53152 "BC3 WTR WORK FOR MONEY" ; +label variable ER53153 "BC3A WTR WORKD SINCE JAN 1 OF PRIOR YEAR" ; +label variable ER53154 "BC14A_B WEEKS EMPLOYED LAST YEAR" ; +label variable ER53155 "ACCURACY OF HEAD WKS EMPLOYED LAST YEAR" ; +label variable ER53156 "BC14BB AVERAGE HOURS WORKED LAST YEAR" ; +label variable ER53157 "ACCURACY OF HEAD HOURS WORKED LAST YEAR" ; +label variable ER53158 "BC14B3 WTR ADDITIONAL OT HOURS LAST YEAR" ; +label variable ER53159 "BC14B4 AVERAGE OVERTIME HOURS LAST YEAR" ; +label variable ER53160 "BC14B4 AVERAGE OVERTIME HOURS PER WHAT" ; +label variable ER53161 "ACCURACY OF HEAD OT HOURS WRKD LAST YR" ; +label variable ER53162 "BC16-17 MAIN JOB INDICATOR" ; +label variable ER53163 "BC6 BEGINNING MONTH--JOB 1" ; +label variable ER53164 "BC6 BEGINNING YEAR--JOB 1" ; +label variable ER53165 "BC6 ENDING MONTH--JOB 1" ; +label variable ER53166 "BC6 ENDING YEAR--JOB 1" ; +label variable ER53167 "BC6 WTR EMPLOYED--JOB 1 JAN" ; +label variable ER53168 "BC6 WTR EMPLOYED--JOB 1 FEB" ; +label variable ER53169 "BC6 WTR EMPLOYED--JOB 1 MAR" ; +label variable ER53170 "BC6 WTR EMPLOYED--JOB 1 APR" ; +label variable ER53171 "BC6 WTR EMPLOYED--JOB 1 MAY" ; +label variable ER53172 "BC6 WTR EMPLOYED--JOB 1 JUN" ; +label variable ER53173 "BC6 WTR EMPLOYED--JOB 1 JUL" ; +label variable ER53174 "BC6 WTR EMPLOYED--JOB 1 AUG" ; +label variable ER53175 "BC6 WTR EMPLOYED--JOB 1 SEP" ; +label variable ER53176 "BC6 WTR EMPLOYED--JOB 1 OCT" ; +label variable ER53177 "BC6 WTR EMPLOYED--JOB 1 NOV" ; +label variable ER53178 "BC6 WTR EMPLOYED--JOB 1 DEC" ; +label variable ER53179 "BC20 MAIN OCC FOR JOB 1: 2000 CODE (HD)" ; +label variable ER53180 "BC21 MAIN IND FOR JOB 1: 2000 CODE (HD)" ; +label variable ER53181 "BC21B AVERAGE COMMUTE TIME (HD)" ; +label variable ER53182 "BC22 WORK SELF/OTR?--JOB 1" ; +label variable ER53183 "BC23 CORP/UNCORP BUS--JOB 1" ; +label variable ER53184 "BC24 WORK FOR GOVT?--JOB 1" ; +label variable ER53185 "BC25A NUMBER EMPLOYED AT WORK LOCATION" ; +label variable ER53186 "BC25B WTR 200 OR MORE" ; +label variable ER53187 "BC25C WTR 100 OR MORE" ; +label variable ER53188 "BC25D WTR 50 OR MORE" ; +label variable ER53189 "BC25E WTR 500 OR MORE" ; +label variable ER53190 "BC25F WTR 1000 OR MORE" ; +label variable ER53191 "BC26 JOB NOW UNION? (H-E)" ; +label variable ER53192 "BC27 BELONG UNION? (HD-E)" ; +label variable ER53193 "BC28A WTR JOB REQUIRES COMPUTER USE" ; +label variable ER53194 "BC29 SLRY/HRLY/OTR (H-E)" ; +label variable ER53195 "BC30 SALARY AMOUNT" ; +label variable ER53196 "BC30 SALARY PER WHAT" ; +label variable ER53197 "BC31 WTR SAL PD OT (HD-E)" ; +label variable ER53198 "BC32 HOW PAID FOR OT" ; +label variable ER53199 "BC32A EXACT OT PAY IF SALARIED" ; +label variable ER53200 "BC32A EXACT OT PAY PER" ; +label variable ER53201 "BC33 HOURLY REGULAR RATE" ; +label variable ER53202 "BC34 OT DIFFERENTIAL 1ST" ; +label variable ER53203 "BC34 OT DIFFERENTIAL 2ND" ; +label variable ER53204 "BC34 OT DIFFERENTIAL 3RD" ; +label variable ER53205 "BC34A EXACT OT PAY IF HOURLY" ; +label variable ER53206 "BC34A EXACT OT PAY PER" ; +label variable ER53207 "BC36 AVG TIPS/COMM" ; +label variable ER53208 "BC36 TIPS/COMM PER WHAT" ; +label variable ER53209 "BC37 AVG TIPS/COMM" ; +label variable ER53210 "BC37 TIPS/COMM PER WHAT" ; +label variable ER53211 "BC38 HOW PAID-OTR (HD-E)" ; +label variable ER53212 "BC39 OT RATE" ; +label variable ER53213 "BC41 YRS PRES EMP (H-E)" ; +label variable ER53214 "BC41 MOS PRES EMP (H-E)" ; +label variable ER53215 "BC41 WKS PRES EMP (H-E)" ; +label variable ER53216 "BC43 HOURS/WEEK WORKED--JOB 1" ; +label variable ER53217 "ACCURACY OF HR/WK WORKED--HD JOB 1" ; +label variable ER53218 "BC44 WTR WORKED OT--JOB 1" ; +label variable ER53219 "BC45 AMT OF OT WORKED--JOB 1" ; +label variable ER53220 "BC45 OT TIME UNIT--JOB 1" ; +label variable ER53221 "ACCURACY OF OT--HD JOB 1" ; +label variable ER53222 "BC46 AMOUNT EARNED LAST YEAR--JOB 1" ; +label variable ER53223 "BC46 PER FOR AMT EARNED LAST YR--JOB 1" ; +label variable ER53224 "BC51 WHY LAST JOB END (HD-U)" ; +label variable ER53225 "BC6 BEGINNING MONTH--JOB 2" ; +label variable ER53226 "BC6 BEGINNING YEAR--JOB 2" ; +label variable ER53227 "BC6 ENDING MONTH--JOB 2" ; +label variable ER53228 "BC6 ENDING YEAR--JOB 2" ; +label variable ER53229 "BC6 WTR EMPLOYED--JOB 2 JAN" ; +label variable ER53230 "BC6 WTR EMPLOYED--JOB 2 FEB" ; +label variable ER53231 "BC6 WTR EMPLOYED--JOB 2 MAR" ; +label variable ER53232 "BC6 WTR EMPLOYED--JOB 2 APR" ; +label variable ER53233 "BC6 WTR EMPLOYED--JOB 2 MAY" ; +label variable ER53234 "BC6 WTR EMPLOYED--JOB 2 JUN" ; +label variable ER53235 "BC6 WTR EMPLOYED--JOB 2 JUL" ; +label variable ER53236 "BC6 WTR EMPLOYED--JOB 2 AUG" ; +label variable ER53237 "BC6 WTR EMPLOYED--JOB 2 SEP" ; +label variable ER53238 "BC6 WTR EMPLOYED--JOB 2 OCT" ; +label variable ER53239 "BC6 WTR EMPLOYED--JOB 2 NOV" ; +label variable ER53240 "BC6 WTR EMPLOYED--JOB 2 DEC" ; +label variable ER53241 "BC20 MAIN OCC FOR JOB 2: 2000 CODE (HD)" ; +label variable ER53242 "BC21 MAIN IND FOR JOB 2: 2000 CODE (HD)" ; +label variable ER53243 "BC22 WORK SELF/OTR?--JOB 2" ; +label variable ER53244 "BC23 CORP/UNCORP BUS--JOB 2" ; +label variable ER53245 "BC24 WORK FOR GOVT?--JOB 2" ; +label variable ER53246 "BC43 HOURS/WEEK WORKED--JOB 2" ; +label variable ER53247 "ACCURACY OF HR/WK WORKED--HD JOB 2" ; +label variable ER53248 "BC44 WTR WORKED OT--JOB 2" ; +label variable ER53249 "BC45 AMT OF OT WORKED--JOB 2" ; +label variable ER53250 "BC45 OT TIME UNIT--JOB 2" ; +label variable ER53251 "ACCURACY OF OT--HD JOB 2" ; +label variable ER53252 "BC46 AMOUNT EARNED LAST YEAR--JOB 2" ; +label variable ER53253 "BC46 PER FOR AMT EARNED LAST YR--JOB 2" ; +label variable ER53254 "BC51 WHY JOB ENDED--JOB 2" ; +label variable ER53255 "BC6 BEGINNING MONTH--JOB 3" ; +label variable ER53256 "BC6 BEGINNING YEAR--JOB 3" ; +label variable ER53257 "BC6 ENDING MONTH--JOB 3" ; +label variable ER53258 "BC6 ENDING YEAR--JOB 3" ; +label variable ER53259 "BC6 WTR EMPLOYED--JOB 3 JAN" ; +label variable ER53260 "BC6 WTR EMPLOYED--JOB 3 FEB" ; +label variable ER53261 "BC6 WTR EMPLOYED--JOB 3 MAR" ; +label variable ER53262 "BC6 WTR EMPLOYED--JOB 3 APR" ; +label variable ER53263 "BC6 WTR EMPLOYED--JOB 3 MAY" ; +label variable ER53264 "BC6 WTR EMPLOYED--JOB 3 JUN" ; +label variable ER53265 "BC6 WTR EMPLOYED--JOB 3 JUL" ; +label variable ER53266 "BC6 WTR EMPLOYED--JOB 3 AUG" ; +label variable ER53267 "BC6 WTR EMPLOYED--JOB 3 SEP" ; +label variable ER53268 "BC6 WTR EMPLOYED--JOB 3 OCT" ; +label variable ER53269 "BC6 WTR EMPLOYED--JOB 3 NOV" ; +label variable ER53270 "BC6 WTR EMPLOYED--JOB 3 DEC" ; +label variable ER53271 "BC20 MAIN OCC FOR JOB 3: 2000 CODE (HD)" ; +label variable ER53272 "BC21 MAIN IND FOR JOB 3: 2000 CODE (HD)" ; +label variable ER53273 "BC22 WORK SELF/OTR?--JOB 3" ; +label variable ER53274 "BC23 CORP/UNCORP BUS--JOB 3" ; +label variable ER53275 "BC24 WORK FOR GOVT?--JOB 3" ; +label variable ER53276 "BC43 HOURS/WEEK WORKED--JOB 3" ; +label variable ER53277 "ACCURACY OF HR/WK WORKED--HD JOB 3" ; +label variable ER53278 "BC44 WTR WORKED OT--JOB 3" ; +label variable ER53279 "BC45 AMT OF OT WORKED--JOB 3" ; +label variable ER53280 "BC45 OT TIME UNIT--JOB 3" ; +label variable ER53281 "ACCURACY OF OT--HD JOB 3" ; +label variable ER53282 "BC46 AMOUNT EARNED LAST YEAR--JOB 3" ; +label variable ER53283 "BC46 PER FOR AMT EARNED LAST YR--JOB 3" ; +label variable ER53284 "BC51 WHY JOB ENDED--JOB 3" ; +label variable ER53285 "BC6 BEGINNING MONTH--JOB 4" ; +label variable ER53286 "BC6 BEGINNING YEAR--JOB 4" ; +label variable ER53287 "BC6 ENDING MONTH--JOB 4" ; +label variable ER53288 "BC6 ENDING YEAR--JOB 4" ; +label variable ER53289 "BC6 WTR EMPLOYED--JOB 4 JAN" ; +label variable ER53290 "BC6 WTR EMPLOYED--JOB 4 FEB" ; +label variable ER53291 "BC6 WTR EMPLOYED--JOB 4 MAR" ; +label variable ER53292 "BC6 WTR EMPLOYED--JOB 4 APR" ; +label variable ER53293 "BC6 WTR EMPLOYED--JOB 4 MAY" ; +label variable ER53294 "BC6 WTR EMPLOYED--JOB 4 JUN" ; +label variable ER53295 "BC6 WTR EMPLOYED--JOB 4 JUL" ; +label variable ER53296 "BC6 WTR EMPLOYED--JOB 4 AUG" ; +label variable ER53297 "BC6 WTR EMPLOYED--JOB 4 SEP" ; +label variable ER53298 "BC6 WTR EMPLOYED--JOB 4 OCT" ; +label variable ER53299 "BC6 WTR EMPLOYED--JOB 4 NOV" ; +label variable ER53300 "BC6 WTR EMPLOYED--JOB 4 DEC" ; +label variable ER53301 "BC20 MAIN OCC FOR JOB 4: 2000 CODE (HD)" ; +label variable ER53302 "BC21 MAIN IND FOR JOB 4: 2000 CODE (HD)" ; +label variable ER53303 "BC22 WORK SELF/OTR?--JOB 4" ; +label variable ER53304 "BC23 CORP/UNCORP BUS--JOB 4" ; +label variable ER53305 "BC24 WORK FOR GOVT?--JOB 4" ; +label variable ER53306 "BC43 HOURS/WEEK WORKED--JOB 4" ; +label variable ER53307 "ACCURACY OF HR/WK WORKED--HD JOB 4" ; +label variable ER53308 "BC44 WTR WORKED OT--JOB 4" ; +label variable ER53309 "BC45 AMT OF OT WORKED--JOB 4" ; +label variable ER53310 "BC45 OT TIME UNIT--JOB 4" ; +label variable ER53311 "ACCURACY OF OT--HD JOB 4" ; +label variable ER53312 "BC46 AMOUNT EARNED LAST YEAR--JOB 4" ; +label variable ER53313 "BC46 PER FOR AMT EARNED LAST YR--JOB 4" ; +label variable ER53314 "BC51 WHY JOB ENDED--JOB 4" ; +label variable ER53315 "NUMBER OF ADDITIONAL JOBS--HD" ; +label variable ER53316 "BC10 WTR OTRS ILL (HD)" ; +label variable ER53317 "BC10 DAYS OTHERS SICK" ; +label variable ER53318 "ACCURACY OF DAYS OTRS SICK (HD)" ; +label variable ER53319 "BC10 WEEKS OTHERS SICK" ; +label variable ER53320 "ACCURACY OF WEEKS OTRS SICK (HD)" ; +label variable ER53321 "BC10 MONTHS OTHERS SICK" ; +label variable ER53322 "ACCURACY OF MONTHS OTRS SICK (HD)" ; +label variable ER53323 "BC11 WTR SELF ILL (HD)" ; +label variable ER53324 "BC11 DAYS SELF SICK" ; +label variable ER53325 "ACCURACY OF DAYS SELF ILL (HD)" ; +label variable ER53326 "BC11 WEEKS SELF SICK" ; +label variable ER53327 "ACCURACY OF WEEKS SELF ILL (HD)" ; +label variable ER53328 "BC11 MONTHS SELF SICK" ; +label variable ER53329 "ACCURACY OF MONTHS SELF ILL (HD)" ; +label variable ER53330 "BC12 WTR VACATION (HD)" ; +label variable ER53331 "BC12 DAYS VACATION" ; +label variable ER53332 "ACCURACY OF DAYS VACATION (HD)" ; +label variable ER53333 "BC12 WEEKS VACATION" ; +label variable ER53334 "ACCURACY OF WEEKS VACATION (HD)" ; +label variable ER53335 "BC12 MONTHS VACATION" ; +label variable ER53336 "ACCURACY OF MONTHS VACATION (HD)" ; +label variable ER53337 "BC13 WTR STRIKE (HD)" ; +label variable ER53338 "BC13 DAYS STRIKE" ; +label variable ER53339 "ACCURACY OF STRIKE DAYS (HD)" ; +label variable ER53340 "BC13 WEEKS STRIKE" ; +label variable ER53341 "ACCURACY OF STRIKE WEEKS (HD)" ; +label variable ER53342 "BC13 MONTHS STRIKE" ; +label variable ER53343 "ACCURACY OF STRIKE MONTHS (HD)" ; +label variable ER53344 "BC14 WTR LAID OFF (HD)" ; +label variable ER53345 "BC14 DAYS LAID OFF" ; +label variable ER53346 "ACCURACY OF DAYS LAID OFF (HD)" ; +label variable ER53347 "BC14 WEEKS LAID OFF" ; +label variable ER53348 "ACCURACY OF WEEKS LAID OFF (HD)" ; +label variable ER53349 "BC14 MONTHS LAID OFF" ; +label variable ER53350 "ACCURACY OF MONTHS LAID OFF (HD)" ; +label variable ER53351 "BC8 WTR UNEMPLOYED(HD)" ; +label variable ER53352 "BC8 DAYS UNEMPLOYED" ; +label variable ER53353 "ACCURACY OF DAYS UNEMPLOYED (HD)" ; +label variable ER53354 "BC8 WEEKS UNEMPLOYED" ; +label variable ER53355 "ACCURACY OF WEEKS UNEMPLOYED (HD)" ; +label variable ER53356 "BC8 MONTHS UNEMPLOYED" ; +label variable ER53357 "ACCURACY OF MONTHS UNEMPLOYED (HD)" ; +label variable ER53358 "BC8 WTR UNEMPLOYED JAN" ; +label variable ER53359 "BC8 WTR UNEMPLOYED FEB" ; +label variable ER53360 "BC8 WTR UNEMPLOYED MAR" ; +label variable ER53361 "BC8 WTR UNEMPLOYED APR" ; +label variable ER53362 "BC8 WTR UNEMPLOYED MAY" ; +label variable ER53363 "BC8 WTR UNEMPLOYED JUN" ; +label variable ER53364 "BC8 WTR UNEMPLOYED JUL" ; +label variable ER53365 "BC8 WTR UNEMPLOYED AUG" ; +label variable ER53366 "BC8 WTR UNEMPLOYED SEP" ; +label variable ER53367 "BC8 WTR UNEMPLOYED OCT" ; +label variable ER53368 "BC8 WTR UNEMPLOYED NOV" ; +label variable ER53369 "BC8 WTR UNEMPLOYED DEC" ; +label variable ER53370 "BC7 WTR OUT LAB FRC(H)" ; +label variable ER53371 "BC7 DAYS OUT OF LAB FORCE" ; +label variable ER53372 "ACCURACY OF DAYS OUT OF LAB FORCE (HD)" ; +label variable ER53373 "BC7WEEKS OUT LABOR FORCE" ; +label variable ER53374 "ACCURACY OF WKS OUT OF LAB FORCE (HD)" ; +label variable ER53375 "BC7 MONTHS OUT LABR FORCE" ; +label variable ER53376 "ACCURACY OF MOS OUT OF LAB FORCE (HD)" ; +label variable ER53377 "BC7 WTR OUT LAB FORC JAN" ; +label variable ER53378 "BC7 WTR OUT LAB FORC FEB" ; +label variable ER53379 "BC7 WTR OUT LAB FORC MAR" ; +label variable ER53380 "BC7 WTR OUT LAB FORC APR" ; +label variable ER53381 "BC7 WTR OUT LAB FORC MAY" ; +label variable ER53382 "BC7 WTR OUT LAB FORC JUN" ; +label variable ER53383 "BC7 WTR OUT LAB FORC JUL" ; +label variable ER53384 "BC7 WTR OUT LAB FORC AUG" ; +label variable ER53385 "BC7 WTR OUT LAB FORC SEP" ; +label variable ER53386 "BC7 WTR OUT LAB FORC OCT" ; +label variable ER53387 "BC7 WTR OUT LAB FORC NOV" ; +label variable ER53388 "BC7 WTR OUT LAB FORC DEC" ; +label variable ER53389 "BC62 WTR EVER WORKED" ; +label variable ER53390 "BC63 MO LAST WORKED" ; +label variable ER53391 "BC63 YR LAST WORKED" ; +label variable ER53392 "BC64 WTR LOOKING FOR JOB" ; +label variable ER53393 "BC65 WTR PUBLIC EMP AGENCY (HD)" ; +label variable ER53394 "BC65 WTR PRIVATE EMP AGENCY (HD)" ; +label variable ER53395 "BC65 WTR CHKD W/CURRENT EMP (HD)" ; +label variable ER53396 "BC65 WTR CHKD W/OTHER EMP (HD)" ; +label variable ER53397 "BC65 WTR CHKD W/FRIEND OR REL (HD)" ; +label variable ER53398 "BC65 WTR PLACED OR ANSWERED ADS (HD)" ; +label variable ER53399 "BC65 WTR OTHER ACTIVITY (HD)" ; +label variable ER53400 "BC65 WTR DONE NOTHING (HD)" ; +label variable ER53401 "BC65 WTR CHKD W/SCHOOL EMP CENTER (HD)" ; +label variable ER53402 "BC65 WTR CHKD W/UNION REGISTERS (HD)" ; +label variable ER53403 "BC65 WTR SENT OUT RESUMES (HD)" ; +label variable ER53404 "BC65 WTR ATTENDED JOB TRAINING (HD)" ; +label variable ER53405 "BC65 WTR WENT ON JOB IWS (HD)" ; +label variable ER53406 "BC65 WTR LOOKD AT ADS W/O APPLYG (HD)" ; +label variable ER53407 "BC67 YRS LOOK WRK (H-U)" ; +label variable ER53408 "BC67 MOS LOOK WRK (H-U)" ; +label variable ER53409 "BC67 WKS LOOK WRK (H-U)" ; +label variable ER53410 "DE1 CKPT: WTR WIFE IN FU" ; +label variable ER53411 "DE1 EMPLOYMENT STATUS-1ST MENTION" ; +label variable ER53412 "DE1 EMPLOYMENT STATUS-2ND MENTION" ; +label variable ER53413 "DE1 EMPLOYMENT STATUS-3RD MENTION" ; +label variable ER53414 "DE2 YEAR RETIRED (WF-R)" ; +label variable ER53415 "DE3 WTR WORK FOR MONEY" ; +label variable ER53416 "DE3A WTR WORKD SINCE JAN 1 OF PRIOR YEAR" ; +label variable ER53417 "DE14A_B WEEKS EMPLOYED LAST YEAR" ; +label variable ER53418 "ACCURACY OF WIFE WKS EMPLOYED LAST YEAR" ; +label variable ER53419 "DE14BB AVERAGE HOURS WORKED LAST YEAR" ; +label variable ER53420 "ACCURACY OF WIFE HOURS WORKED LAST YEAR" ; +label variable ER53421 "DE14B3 WTR ADDITIONAL OT HOURS LAST YEAR" ; +label variable ER53422 "DE14B4 AVERAGE OVERTIME HOURS LAST YEAR" ; +label variable ER53423 "DE14B4 AVERAGE OVERTIME HOURS PER WHAT" ; +label variable ER53424 "ACCURACY OF WIFE OT HOURS WRKD LAST YR" ; +label variable ER53425 "DE16-17 MAIN JOB INDICATOR" ; +label variable ER53426 "DE6 BEGINNING MONTH--JOB 1" ; +label variable ER53427 "DE6 BEGINNING YEAR--JOB 1" ; +label variable ER53428 "DE6 ENDING MONTH--JOB 1" ; +label variable ER53429 "DE6 ENDING YEAR--JOB 1" ; +label variable ER53430 "DE6 WTR EMPLOYED--JOB 1 JAN" ; +label variable ER53431 "DE6 WTR EMPLOYED--JOB 1 FEB" ; +label variable ER53432 "DE6 WTR EMPLOYED--JOB 1 MAR" ; +label variable ER53433 "DE6 WTR EMPLOYED--JOB 1 APR" ; +label variable ER53434 "DE6 WTR EMPLOYED--JOB 1 MAY" ; +label variable ER53435 "DE6 WTR EMPLOYED--JOB 1 JUN" ; +label variable ER53436 "DE6 WTR EMPLOYED--JOB 1 JUL" ; +label variable ER53437 "DE6 WTR EMPLOYED--JOB 1 AUG" ; +label variable ER53438 "DE6 WTR EMPLOYED--JOB 1 SEP" ; +label variable ER53439 "DE6 WTR EMPLOYED--JOB 1 OCT" ; +label variable ER53440 "DE6 WTR EMPLOYED--JOB 1 NOV" ; +label variable ER53441 "DE6 WTR EMPLOYED--JOB 1 DEC" ; +label variable ER53442 "DE20 MAIN OCC FOR JOB 1: 2000 CODE (WF)" ; +label variable ER53443 "DE21 MAIN IND FOR JOB 1: 2000 CODE (WF)" ; +label variable ER53444 "DE21B AVERAGE COMMUTE TIME (WF)" ; +label variable ER53445 "DE22 WORK SELF/OTR?--JOB 1" ; +label variable ER53446 "DE23 CORP/UNCORP BUS--JOB 1" ; +label variable ER53447 "DE24 WORK FOR GOVT?--JOB 1" ; +label variable ER53448 "DE25A NUMBER EMPLOYED AT WORK LOCATION" ; +label variable ER53449 "DE25B WTR 200 OR MORE" ; +label variable ER53450 "DE25C WTR 100 OR MORE" ; +label variable ER53451 "DE25D WTR 50 OR MORE" ; +label variable ER53452 "DE25E WTR 500 OR MORE" ; +label variable ER53453 "DE25F WTR 1000 OR MORE" ; +label variable ER53454 "DE26 JOB NOW UNION? (W-E)" ; +label variable ER53455 "DE27 BELONG UNION? (WF-E)" ; +label variable ER53456 "DE28A WTR JOB REQUIRES COMPUTER USE" ; +label variable ER53457 "DE29 SLRY/HRLY/OTR (W-E)" ; +label variable ER53458 "DE30 SALARY AMOUNT" ; +label variable ER53459 "DE30 SALARY PER WHAT" ; +label variable ER53460 "DE31 WTR SAL PD OT (WF-E)" ; +label variable ER53461 "DE32 HOW PAID FOR OT" ; +label variable ER53462 "DE32A EXACT OT PAY IF SALARIED" ; +label variable ER53463 "DE32A EXACT OT PAY PER" ; +label variable ER53464 "DE33 HOURLY REGULAR RATE" ; +label variable ER53465 "DE34 OT DIFFERENTIAL 1ST" ; +label variable ER53466 "DE34 OT DIFFERENTIAL 2ND" ; +label variable ER53467 "DE34 OT DIFFERENTIAL 3RD" ; +label variable ER53468 "DE34A EXACT OT PAY IF HOURLY" ; +label variable ER53469 "DE34A EXACT OT PAY PER" ; +label variable ER53470 "DE36 AVG TIPS/COMM" ; +label variable ER53471 "DE36 TIPS/COMM PER WHAT" ; +label variable ER53472 "DE37 AVG TIPS/COMM" ; +label variable ER53473 "DE37 TIPS/COMM PER WHAT" ; +label variable ER53474 "DE38 HOW PAID-OTR (WF-E)" ; +label variable ER53475 "DE39 OT RATE" ; +label variable ER53476 "DE41 YRS PRES EMP (W-E)" ; +label variable ER53477 "DE41 MOS PRES EMP (W-E)" ; +label variable ER53478 "DE41 WKS PRES EMP (W-E)" ; +label variable ER53479 "DE43 HOURS/WEEK WORKED--JOB 1" ; +label variable ER53480 "ACCURACY OF HR/WK WORKED--WF JOB 1" ; +label variable ER53481 "DE44 WTR WORKED OT--JOB 1" ; +label variable ER53482 "DE45 AMT OF OT WORKED--JOB 1" ; +label variable ER53483 "DE45 OT TIME UNIT--JOB 1" ; +label variable ER53484 "ACCURACY OF OT--WF JOB 1" ; +label variable ER53485 "DE46 AMOUNT EARNED LAST YEAR--JOB 1" ; +label variable ER53486 "DE46 PER FOR AMT EARNED LAST YR--JOB 1" ; +label variable ER53487 "DE51 WHY LAST JOB END (WF-U)" ; +label variable ER53488 "DE6 BEGINNING MONTH--JOB 2" ; +label variable ER53489 "DE6 BEGINNING YEAR--JOB 2" ; +label variable ER53490 "DE6 ENDING MONTH--JOB 2" ; +label variable ER53491 "DE6 ENDING YEAR--JOB 2" ; +label variable ER53492 "DE6 WTR EMPLOYED--JOB 2 JAN" ; +label variable ER53493 "DE6 WTR EMPLOYED--JOB 2 FEB" ; +label variable ER53494 "DE6 WTR EMPLOYED--JOB 2 MAR" ; +label variable ER53495 "DE6 WTR EMPLOYED--JOB 2 APR" ; +label variable ER53496 "DE6 WTR EMPLOYED--JOB 2 MAY" ; +label variable ER53497 "DE6 WTR EMPLOYED--JOB 2 JUN" ; +label variable ER53498 "DE6 WTR EMPLOYED--JOB 2 JUL" ; +label variable ER53499 "DE6 WTR EMPLOYED--JOB 2 AUG" ; +label variable ER53500 "DE6 WTR EMPLOYED--JOB 2 SEP" ; +label variable ER53501 "DE6 WTR EMPLOYED--JOB 2 OCT" ; +label variable ER53502 "DE6 WTR EMPLOYED--JOB 2 NOV" ; +label variable ER53503 "DE6 WTR EMPLOYED--JOB 2 DEC" ; +label variable ER53504 "DE20 MAIN OCC FOR JOB 2: 2000 CODE (WF)" ; +label variable ER53505 "DE21 MAIN IND FOR JOB 2: 2000 CODE (WF)" ; +label variable ER53506 "DE22 WORK SELF/OTR?--JOB 2" ; +label variable ER53507 "DE23 CORP/UNCORP BUS--JOB 2" ; +label variable ER53508 "DE24 WORK FOR GOVT?--JOB 2" ; +label variable ER53509 "DE43 HOURS/WEEK WORKED--JOB 2" ; +label variable ER53510 "ACCURACY OF HR/WK WORKED--WF JOB 2" ; +label variable ER53511 "DE44 WTR WORKED OT--JOB 2" ; +label variable ER53512 "DE45 AMT OF OT WORKED--JOB 2" ; +label variable ER53513 "DE45 OT TIME UNIT--JOB 2" ; +label variable ER53514 "ACCURACY OF OT--WF JOB 2" ; +label variable ER53515 "DE46 AMOUNT EARNED LAST YEAR--JOB 2" ; +label variable ER53516 "DE46 PER FOR AMT EARNED LAST YR--JOB 2" ; +label variable ER53517 "DE51 WHY JOB ENDED--JOB 2" ; +label variable ER53518 "DE6 BEGINNING MONTH--JOB 3" ; +label variable ER53519 "DE6 BEGINNING YEAR--JOB 3" ; +label variable ER53520 "DE6 ENDING MONTH--JOB 3" ; +label variable ER53521 "DE6 ENDING YEAR--JOB 3" ; +label variable ER53522 "DE6 WTR EMPLOYED--JOB 3 JAN" ; +label variable ER53523 "DE6 WTR EMPLOYED--JOB 3 FEB" ; +label variable ER53524 "DE6 WTR EMPLOYED--JOB 3 MAR" ; +label variable ER53525 "DE6 WTR EMPLOYED--JOB 3 APR" ; +label variable ER53526 "DE6 WTR EMPLOYED--JOB 3 MAY" ; +label variable ER53527 "DE6 WTR EMPLOYED--JOB 3 JUN" ; +label variable ER53528 "DE6 WTR EMPLOYED--JOB 3 JUL" ; +label variable ER53529 "DE6 WTR EMPLOYED--JOB 3 AUG" ; +label variable ER53530 "DE6 WTR EMPLOYED--JOB 3 SEP" ; +label variable ER53531 "DE6 WTR EMPLOYED--JOB 3 OCT" ; +label variable ER53532 "DE6 WTR EMPLOYED--JOB 3 NOV" ; +label variable ER53533 "DE6 WTR EMPLOYED--JOB 3 DEC" ; +label variable ER53534 "DE20 MAIN OCC FOR JOB 3: 2000 CODE (WF)" ; +label variable ER53535 "DE21 MAIN IND FOR JOB 3: 2000 CODE (WF)" ; +label variable ER53536 "DE22 WORK SELF/OTR?--JOB 3" ; +label variable ER53537 "DE23 CORP/UNCORP BUS--JOB 3" ; +label variable ER53538 "DE24 WORK FOR GOVT?--JOB 3" ; +label variable ER53539 "DE43 HOURS/WEEK WORKED--JOB 3" ; +label variable ER53540 "ACCURACY OF HR/WK WORKED--WF JOB 3" ; +label variable ER53541 "DE44 WTR WORKED OT--JOB 3" ; +label variable ER53542 "DE45 AMT OF OT WORKED--JOB 3" ; +label variable ER53543 "DE45 OT TIME UNIT--JOB 3" ; +label variable ER53544 "ACCURACY OF OT--WF JOB 3" ; +label variable ER53545 "DE46 AMOUNT EARNED LAST YEAR--JOB 3" ; +label variable ER53546 "DE46 PER FOR AMT EARNED LAST YR--JOB 3" ; +label variable ER53547 "DE51 WHY JOB ENDED--JOB 3" ; +label variable ER53548 "DE6 BEGINNING MONTH--JOB 4" ; +label variable ER53549 "DE6 BEGINNING YEAR--JOB 4" ; +label variable ER53550 "DE6 ENDING MONTH--JOB 4" ; +label variable ER53551 "DE6 ENDING YEAR--JOB 4" ; +label variable ER53552 "DE6 WTR EMPLOYED--JOB 4 JAN" ; +label variable ER53553 "DE6 WTR EMPLOYED--JOB 4 FEB" ; +label variable ER53554 "DE6 WTR EMPLOYED--JOB 4 MAR" ; +label variable ER53555 "DE6 WTR EMPLOYED--JOB 4 APR" ; +label variable ER53556 "DE6 WTR EMPLOYED--JOB 4 MAY" ; +label variable ER53557 "DE6 WTR EMPLOYED--JOB 4 JUN" ; +label variable ER53558 "DE6 WTR EMPLOYED--JOB 4 JUL" ; +label variable ER53559 "DE6 WTR EMPLOYED--JOB 4 AUG" ; +label variable ER53560 "DE6 WTR EMPLOYED--JOB 4 SEP" ; +label variable ER53561 "DE6 WTR EMPLOYED--JOB 4 OCT" ; +label variable ER53562 "DE6 WTR EMPLOYED--JOB 4 NOV" ; +label variable ER53563 "DE6 WTR EMPLOYED--JOB 4 DEC" ; +label variable ER53564 "DE20 MAIN OCC FOR JOB 4: 2000 CODE (WF)" ; +label variable ER53565 "DE21 MAIN IND FOR JOB 4: 2000 CODE (WF)" ; +label variable ER53566 "DE22 WORK SELF/OTR?--JOB 4" ; +label variable ER53567 "DE23 CORP/UNCORP BUS--JOB 4" ; +label variable ER53568 "DE24 WORK FOR GOVT?--JOB 4" ; +label variable ER53569 "DE43 HOURS/WEEK WORKED--JOB 4" ; +label variable ER53570 "ACCURACY OF HR/WK WORKED--WF JOB 4" ; +label variable ER53571 "DE44 WTR WORKED OT--JOB 4" ; +label variable ER53572 "DE45 AMT OF OT WORKED--JOB 4" ; +label variable ER53573 "DE45 OT TIME UNIT--JOB 4" ; +label variable ER53574 "ACCURACY OF OT--WF JOB 4" ; +label variable ER53575 "DE46 AMOUNT EARNED LAST YEAR--JOB 4" ; +label variable ER53576 "DE46 PER FOR AMT EARNED LAST YR--JOB 4" ; +label variable ER53577 "DE51 WHY JOB ENDED--JOB 4" ; +label variable ER53578 "NUMBER OF ADDITIONAL JOBS--WF" ; +label variable ER53579 "DE10 WTR OTRS ILL (WF)" ; +label variable ER53580 "DE10 DAYS OTHERS SICK" ; +label variable ER53581 "ACCURACY OF DAYS OTRS SICK (WF)" ; +label variable ER53582 "DE10 WEEKS OTHERS SICK" ; +label variable ER53583 "ACCURACY OF WEEKS OTRS SICK (WF)" ; +label variable ER53584 "DE10 MONTHS OTHERS SICK" ; +label variable ER53585 "ACCURACY OF MONTHS OTRS SICK (WF)" ; +label variable ER53586 "DE11 WTR SELF ILL (WF)" ; +label variable ER53587 "DE11 DAYS SELF SICK" ; +label variable ER53588 "ACCURACY OF DAYS SELF ILL (WF)" ; +label variable ER53589 "DE11 WEEKS SELF SICK" ; +label variable ER53590 "ACCURACY OF WEEKS SELF ILL (WF)" ; +label variable ER53591 "DE11 MONTHS SELF SICK" ; +label variable ER53592 "ACCURACY OF MONTHS SELF ILL (WF)" ; +label variable ER53593 "DE12 WTR VACATION (WF)" ; +label variable ER53594 "DE12 DAYS VACATION" ; +label variable ER53595 "ACCURACY OF DAYS VACATION (WF)" ; +label variable ER53596 "DE12 WEEKS VACATION" ; +label variable ER53597 "ACCURACY OF WEEKS VACATION (WF)" ; +label variable ER53598 "DE12 MONTHS VACATION" ; +label variable ER53599 "ACCURACY OF MONTHS VACATION (WF)" ; +label variable ER53600 "DE13 WTR STRIKE (WF)" ; +label variable ER53601 "DE13 DAYS STRIKE" ; +label variable ER53602 "ACCURACY OF STRIKE DAYS (WF)" ; +label variable ER53603 "DE13 WEEKS STRIKE" ; +label variable ER53604 "ACCURACY OF STRIKE WEEKS (WF)" ; +label variable ER53605 "DE13 MONTHS STRIKE" ; +label variable ER53606 "ACCURACY OF STRIKE MONTHS (WF)" ; +label variable ER53607 "DE14 WTR LAID OFF (WF)" ; +label variable ER53608 "DE14 DAYS LAID OFF" ; +label variable ER53609 "ACCURACY OF DAYS LAID OFF (WF)" ; +label variable ER53610 "DE14 WEEKS LAID OFF" ; +label variable ER53611 "ACCURACY OF WEEKS LAID OFF (WF)" ; +label variable ER53612 "DE14 MONTHS LAID OFF" ; +label variable ER53613 "ACCURACY OF MONTHS LAID OFF (WF)" ; +label variable ER53614 "DE8 WTR UNEMPLOYED(WF)" ; +label variable ER53615 "DE8 DAYS UNEMPLOYED" ; +label variable ER53616 "ACCURACY OF DAYS UNEMPLOYED (WF)" ; +label variable ER53617 "DE8 WEEKS UNEMPLOYED" ; +label variable ER53618 "ACCURACY OF WEEKS UNEMPLOYED (WF)" ; +label variable ER53619 "DE8 MONTHS UNEMPLOYED" ; +label variable ER53620 "ACCURACY OF MONTHS UNEMPLOYED (WF)" ; +label variable ER53621 "DE8 WTR UNEMPLOYED JAN" ; +label variable ER53622 "DE8 WTR UNEMPLOYED FEB" ; +label variable ER53623 "DE8 WTR UNEMPLOYED MAR" ; +label variable ER53624 "DE8 WTR UNEMPLOYED APR" ; +label variable ER53625 "DE8 WTR UNEMPLOYED MAY" ; +label variable ER53626 "DE8 WTR UNEMPLOYED JUN" ; +label variable ER53627 "DE8 WTR UNEMPLOYED JUL" ; +label variable ER53628 "DE8 WTR UNEMPLOYED AUG" ; +label variable ER53629 "DE8 WTR UNEMPLOYED SEP" ; +label variable ER53630 "DE8 WTR UNEMPLOYED OCT" ; +label variable ER53631 "DE8 WTR UNEMPLOYED NOV" ; +label variable ER53632 "DE8 WTR UNEMPLOYED DEC" ; +label variable ER53633 "DE7 WTR OUT LAB FRC(W)" ; +label variable ER53634 "DE7 DAYS OUT OF LAB FORCE" ; +label variable ER53635 "ACCURACY OF DAYS OUT OF LAB FORCE (WF)" ; +label variable ER53636 "DE7WEEKS OUT LABOR FORCE" ; +label variable ER53637 "ACCURACY OF WKS OUT OF LAB FORCE (WF)" ; +label variable ER53638 "DE7 MONTHS OUT LABR FORCE" ; +label variable ER53639 "ACCURACY OF MOS OUT OF LAB FORCE (WF)" ; +label variable ER53640 "DE7 WTR OUT LAB FORC JAN" ; +label variable ER53641 "DE7 WTR OUT LAB FORC FEB" ; +label variable ER53642 "DE7 WTR OUT LAB FORC MAR" ; +label variable ER53643 "DE7 WTR OUT LAB FORC APR" ; +label variable ER53644 "DE7 WTR OUT LAB FORC MAY" ; +label variable ER53645 "DE7 WTR OUT LAB FORC JUN" ; +label variable ER53646 "DE7 WTR OUT LAB FORC JUL" ; +label variable ER53647 "DE7 WTR OUT LAB FORC AUG" ; +label variable ER53648 "DE7 WTR OUT LAB FORC SEP" ; +label variable ER53649 "DE7 WTR OUT LAB FORC OCT" ; +label variable ER53650 "DE7 WTR OUT LAB FORC NOV" ; +label variable ER53651 "DE7 WTR OUT LAB FORC DEC" ; +label variable ER53652 "DE62 WTR EVER WORKED" ; +label variable ER53653 "DE63 MO LAST WORKED" ; +label variable ER53654 "DE63 YR LAST WORKED" ; +label variable ER53655 "DE64 WTR LOOKING FOR JOB" ; +label variable ER53656 "DE65 WTR PUBLIC EMP AGENCY (WF)" ; +label variable ER53657 "DE65 WTR PRIVATE EMP AGENCY (WF)" ; +label variable ER53658 "DE65 WTR CHKD W/CURRENT EMP (WF)" ; +label variable ER53659 "DE65 WTR CHKD W/OTHER EMP (WF)" ; +label variable ER53660 "DE65 WTR CHKD W/FRIEND OR REL (WF)" ; +label variable ER53661 "DE65 WTR PLACED OR ANSWERED ADS (WF)" ; +label variable ER53662 "DE65 WTR OTHER ACTIVITY (WF)" ; +label variable ER53663 "DE65 WTR DONE NOTHING (WF)" ; +label variable ER53664 "DE65 WTR CHKD W/SCHOOL EMP CENTER (WF)" ; +label variable ER53665 "DE65 WTR CHKD W/UNION REGISTERS (WF)" ; +label variable ER53666 "DE65 WTR SENT OUT RESUMES (WF)" ; +label variable ER53667 "DE65 WTR ATTENDED JOB TRAINING (WF)" ; +label variable ER53668 "DE65 WTR WENT ON JOB IWS (WF)" ; +label variable ER53669 "DE65 WTR LOOKD AT ADS W/O APPLYG (WF)" ; +label variable ER53670 "DE67 YRS LOOK WRK (W-U)" ; +label variable ER53671 "DE67 MOS LOOK WRK (W-U)" ; +label variable ER53672 "DE67 WKS LOOK WRK (W-U)" ; +label variable ER53673 "F1 CKPT:TYPE HD+WF" ; +label variable ER53674 "F2 HOUSEWORK HRS-WIFE" ; +label variable ER53675 "ACCURACY OF WF HOUSEWORK HRS" ; +label variable ER53676 "F3 HOUSEWORK HOURS-HEAD" ; +label variable ER53677 "ACCURACY OF HD HOUSEWORK HRS" ; +label variable ER53678 "F5 FAM TOGETHR MAIN MEAL" ; +label variable ER53679 "F6 CKPT: WTR CHILD 5-18 IN FU LAST YEAR" ; +label variable ER53680 "F6AB WTR REC FREE BRKFT/LUNCH LAST YR" ; +label variable ER53681 "F6CCKPT WTR FU MEMBER UNDER 16 LAST YR" ; +label variable ER53682 "F6D COST CHILD CARE LAST YEAR" ; +label variable ER53683 "F6D CHILD CARE COST PER" ; +label variable ER53684 "F6D2 WTR PAID FOR CHILD CARE JAN LAST YR" ; +label variable ER53685 "F6D2 WTR PAID FOR CHILD CARE FEB LAST YR" ; +label variable ER53686 "F6D2 WTR PAID FOR CHILD CARE MAR LAST YR" ; +label variable ER53687 "F6D2 WTR PAID FOR CHILD CARE APR LAST YR" ; +label variable ER53688 "F6D2 WTR PAID FOR CHILD CARE MAY LAST YR" ; +label variable ER53689 "F6D2 WTR PAID FOR CHILD CARE JUN LAST YR" ; +label variable ER53690 "F6D2 WTR PAID FOR CHILD CARE JUL LAST YR" ; +label variable ER53691 "F6D2 WTR PAID FOR CHILD CARE AUG LAST YR" ; +label variable ER53692 "F6D2 WTR PAID FOR CHILD CARE SEP LAST YR" ; +label variable ER53693 "F6D2 WTR PAID FOR CHILD CARE OCT LAST YR" ; +label variable ER53694 "F6D2 WTR PAID FOR CHILD CARE NOV LAST YR" ; +label variable ER53695 "F6D2 WTR PAID FOR CHILD CARE DEC LAST YR" ; +label variable ER53696 "F6E WTR CHILD IN DAY CARE CNTR LAST YR" ; +label variable ER53697 "F6F WTR MEALS/SNACKS PROVIDED TO CHILD" ; +label variable ER53698 "F6G WTR DAY CARE IN CHILD/ADULT FOOD PGM" ; +label variable ER53699 "F6H FU FEMALE 15-45/CHILD <5 LAST YR" ; +label variable ER53700 "F6I WTR RECD FOOD THROUGH WIC PROGRAM" ; +label variable ER53701 "F7B WTR FU MEMBER 60+ LAST YR" ; +label variable ER53702 "F7C WTR RECD FREE/REDUCD MEALS LAST YR" ; +label variable ER53703 "F8 WTR USED FOOD STAMPS 2 YRS AGO" ; +label variable ER53704 "F11 WTR RECEIVED FOOD STAMPS LAST YEAR" ; +label variable ER53705 "F12 VALUE OF FOOD STAMPS LAST YEAR" ; +label variable ER53706 "F12 TIME UNIT-VALUE FOOD STAMPS LAST YR" ; +label variable ER53707 "ACCURACY OF FOOD STAMPS LAST YEAR" ; +label variable ER53708 "F13 WTR RECVD FOOD STAMPS JAN LAST YEAR" ; +label variable ER53709 "F13 WTR RECVD FOOD STAMPS FEB LAST YEAR" ; +label variable ER53710 "F13 WTR RECVD FOOD STAMPS MAR LAST YEAR" ; +label variable ER53711 "F13 WTR RECVD FOOD STAMPS APR LAST YEAR" ; +label variable ER53712 "F13 WTR RECVD FOOD STAMPS MAY LAST YEAR" ; +label variable ER53713 "F13 WTR RECVD FOOD STAMPS JUN LAST YEAR" ; +label variable ER53714 "F13 WTR RECVD FOOD STAMPS JUL LAST YEAR" ; +label variable ER53715 "F13 WTR RECVD FOOD STAMPS AUG LAST YEAR" ; +label variable ER53716 "F13 WTR RECVD FOOD STAMPS SEP LAST YEAR" ; +label variable ER53717 "F13 WTR RECVD FOOD STAMPS OCT LAST YEAR" ; +label variable ER53718 "F13 WTR RECVD FOOD STAMPS NOV LAST YEAR" ; +label variable ER53719 "F13 WTR RECVD FOOD STAMPS DEC LAST YEAR" ; +label variable ER53720 "F14 WTR RECEIVED FOOD STAMPS LAST MONTH" ; +label variable ER53721 "F15 # FU MEMBERS RECEIVED FOOD STAMPS" ; +label variable ER53722 "F16 VALUE OF FOOD STAMPS RECD LAST MONTH" ; +label variable ER53723 "ACCURACY OF FOOD STAMPS LAST MONTH" ; +label variable ER53724 "F17 WTR BUY FOOD TO USE AT HOME" ; +label variable ER53725 "F18 REPORTED COST OF FOOD AT HOME" ; +label variable ER53726 "F18 COST OF FOOD AT HOME PER" ; +label variable ER53727 "ACCURACY OF FOOD AT HOME-RECD FD STAMPS" ; +label variable ER53728 "F19 WTR FOOD DELIVERED TO HOME" ; +label variable ER53729 "F20 COST OF DELIVERED FOOD" ; +label variable ER53730 "F20 COST OF DELIVERED FOOD PER" ; +label variable ER53731 "ACCURACY OF DELIVERD FOOD-RECD FD STAMPS" ; +label variable ER53732 "F21 COST OF FOOD EATEN OUT" ; +label variable ER53733 "F21 COST OF FOOD EATEN OUT PER" ; +label variable ER53734 "ACCURACY OF FOOD EATN OUT-RECD FD STAMPS" ; +label variable ER53735 "F22 REPORTED COST OF FOOD AT HOME" ; +label variable ER53736 "F22 COST OF FOOD AT HOME PER" ; +label variable ER53737 "ACCURACY OF FOOD AT HOME-NO FD STAMPS" ; +label variable ER53738 "F23 WTR FOOD DELIVERED TO HOME" ; +label variable ER53739 "F24 COST OF DELIVERED FOOD" ; +label variable ER53740 "F24 COST OF DELIVERED FOOD PER" ; +label variable ER53741 "ACCURACY OF DELIVERED FOOD-NO FD STAMPS" ; +label variable ER53742 "F25 COST OF FOOD EATEN OUT" ; +label variable ER53743 "F25 COST OF FOOD EATEN OUT PER" ; +label variable ER53744 "ACCURACY OF FOOD EATEN OUT-NO FD STAMPS" ; +label variable ER53745 "F47 WTR HAVE VEHICLE" ; +label variable ER53746 "F48 NUMBER OF VEHICLES" ; +label variable ER53747 "F49 MANUFACTURER CODE #1" ; +label variable ER53748 "F49 VEHICLE MAKE CODE #1" ; +label variable ER53749 "F49 VEHICLE MODEL YEAR #1" ; +label variable ER53750 "F49 VEHICLE TYPE CODE #1" ; +label variable ER53751 "F49B1 HYBRID INDICATOR IF MODEL KNOWN #1" ; +label variable ER53752 "F49B2 WTR HYBRID IF MODEL UNKNOWN #1" ; +label variable ER53753 "F53 HOW ACQUIRED #1" ; +label variable ER53754 "F55 YR ACQUIRED #1" ; +label variable ER53755 "F57 WTR USED FOR BUSINESS #1" ; +label variable ER53756 "F58 WTR USED MOSTLY FOR BUSINESS #1" ; +label variable ER53757 "F60 WTR OWN/LEASE >3 YR OLD VEHICLE #1" ; +label variable ER53758 "F61 TOTAL PRICE #1" ; +label variable ER53759 "F64 CASH DOWNPMT AMT #1" ; +label variable ER53760 "F65 WTR GOT LOAN #1" ; +label variable ER53761 "F66 LOAN AMOUNT #1" ; +label variable ER53762 "F67 LOAN PAYMENT AMT #1" ; +label variable ER53763 "F67 LOAN PMT AMT PER #1" ; +label variable ER53764 "F69 LOAN TOTAL # PMTS #1" ; +label variable ER53765 "F70 LOAN # PMTS MADE #1" ; +label variable ER53766 "F71 LEASE INITIAL OUTLAY #1" ; +label variable ER53767 "F72 LEASE PMT AMOUNT #1" ; +label variable ER53768 "F72 LEASE AMOUNT PER #1" ; +label variable ER53769 "F73 LEASE TOTAL # PMTS #1" ; +label variable ER53770 "F74 LEASE # PMTS MADE #1" ; +label variable ER53771 "F49 MANUFACTURER CODE #2" ; +label variable ER53772 "F49 VEHICLE MAKE CODE #2" ; +label variable ER53773 "F49 VEHICLE MODEL YEAR #2" ; +label variable ER53774 "F49 VEHICLE TYPE CODE #2" ; +label variable ER53775 "F49B1 HYBRID INDICATOR IF MODEL KNOWN #2" ; +label variable ER53776 "F49B2 WTR HYBRID IF MODEL UNKNOWN #2" ; +label variable ER53777 "F53 HOW ACQUIRED #2" ; +label variable ER53778 "F55 YR ACQUIRED #2" ; +label variable ER53779 "F57 WTR USED FOR BUSINESS #2" ; +label variable ER53780 "F58 WTR MOSTLY FOR BUSINESS #2" ; +label variable ER53781 "F60 CKPT: WTR OWN >3 YR OLD VEHICLE #2" ; +label variable ER53782 "F61 TOTAL PRICE #2" ; +label variable ER53783 "F64 CASH DOWNPMT AMT #2" ; +label variable ER53784 "F65 WTR GOT LOAN #2" ; +label variable ER53785 "F66 LOAN AMOUNT #2" ; +label variable ER53786 "F67 LOAN PAYMENT AMT #2" ; +label variable ER53787 "F67 LOAN PMT AMT PER #2" ; +label variable ER53788 "F69 LOAN TOT # PMTS #2" ; +label variable ER53789 "F70 LOAN # PMTS MADE #2" ; +label variable ER53790 "F71 LEASE INITIAL OUTLAY #2" ; +label variable ER53791 "F72 LEASE PMT AMOUNT #2" ; +label variable ER53792 "F72 LEASE AMOUNT PER #2" ; +label variable ER53793 "F73 LEASE TOTAL # PMTS #2" ; +label variable ER53794 "F74 LEASE # PMTS MADE #2" ; +label variable ER53795 "F49 MANUFACTURER CODE #3" ; +label variable ER53796 "F49 VEHICLE MAKE CODE #3" ; +label variable ER53797 "F49 VEHICLE MODEL YEAR #3" ; +label variable ER53798 "F49 VEHICLE TYPE CODE #3" ; +label variable ER53799 "F49B1 HYBRID INDICATOR IF MODEL KNOWN #3" ; +label variable ER53800 "F49B2 WTR HYBRID IF MODEL UNKNOWN #3" ; +label variable ER53801 "F53 HOW ACQUIRED #3" ; +label variable ER53802 "F55 YR ACQUIRED #3" ; +label variable ER53803 "F57 WTR USED FOR BUSINESS #3" ; +label variable ER53804 "F58 WTR MOSTLY FOR BUSINESS #3" ; +label variable ER53805 "F60 CKPT: WTR OWN >3 YR OLD VEHICLE #3" ; +label variable ER53806 "F61 TOTAL PRICE #3" ; +label variable ER53807 "F64 CASH DOWNPMT AMT #3" ; +label variable ER53808 "F65 WTR GOT LOAN #3" ; +label variable ER53809 "F66 LOAN AMOUNT #3" ; +label variable ER53810 "F67 LOAN PAYMENT AMT #3" ; +label variable ER53811 "F67 LOAN PMT AMT PER #3" ; +label variable ER53812 "F69 LOAN TOTAL # PMTS #3" ; +label variable ER53813 "F70 LOAN # PMTS MADE #3" ; +label variable ER53814 "F71 LEASE INITIAL OUTLAY #3" ; +label variable ER53815 "F72 LEASE PMT AMOUNT #3" ; +label variable ER53816 "F72 LEASE AMOUNT PER #3" ; +label variable ER53817 "F73 LEASE TOTAL # PMTS #3" ; +label variable ER53818 "F74 LEASE # PMTS MADE #3" ; +label variable ER53819 "F77 CAR INSURANCE EXPENSE" ; +label variable ER53820 "F77 CAR INSURANCE PER" ; +label variable ER53821 "F78CKPT WTR OTR VEHICLES" ; +label variable ER53822 "F79 ADDL CAR/LEASE PMTS" ; +label variable ER53823 "F80A CAR REPAIR EXPENSES" ; +label variable ER53824 "F80B GASOLINE EXPENSES" ; +label variable ER53825 "F80C PARKING EXPENSES" ; +label variable ER53826 "F81A BUS/TRAIN FARES" ; +label variable ER53827 "F81B CAB FARE EXPENSES" ; +label variable ER53828 "F81C OTR TRANSP EXPENSES" ; +label variable ER53829 "F82 WTR SCHOOL EXPENSES" ; +label variable ER53830 "F83 TOTAL SCHOOL EXPENSES" ; +label variable ER53831 "F84 WTR OTR SCHOOL EXPENSES" ; +label variable ER53832 "F86 TOTAL OTR SCHOOL EXPENSES" ; +label variable ER53833 "F87 COST OF HOME REPAIRS LAST YEAR" ; +label variable ER53834 "F87 TIME UNIT FOR HOME REPAIRS" ; +label variable ER53835 "F87A WTR $400 OR MORE" ; +label variable ER53836 "F87B WTR $1000 OR MORE" ; +label variable ER53837 "F87C WTR $100 OR MORE" ; +label variable ER53838 "F88 COST OF HHOLD FURNISHINGS LAST YEAR" ; +label variable ER53839 "F88 TIME UNIT FOR HHOLD FURNISHINGS" ; +label variable ER53840 "F88A WTR $500 OR MORE" ; +label variable ER53841 "F88B WTR $1500 OR MORE" ; +label variable ER53842 "F88C WTR $100 OR MORE" ; +label variable ER53843 "F89 COST OF CLOTHING LAST YEAR" ; +label variable ER53844 "F89 TIME UNIT FOR CLOTHING" ; +label variable ER53845 "F89A WTR $700 OR MORE" ; +label variable ER53846 "F89B WTR$1500 OR MORE" ; +label variable ER53847 "F89C WTR $200 OR MORE" ; +label variable ER53848 "F90 COST OF TRIPS, VACATIONS LAST YEAR" ; +label variable ER53849 "F90 TIME UNIT FOR TRIPS, VACATIONS" ; +label variable ER53850 "F90A WTR $500 OR MORE" ; +label variable ER53851 "F90B WTR $1500 OR MORE" ; +label variable ER53852 "F90C WTR $200 OR MORE" ; +label variable ER53853 "F91 COST OF OTR RECREATION LAST YEAR" ; +label variable ER53854 "F91 TIME UNIT FOR OTR RECREATON" ; +label variable ER53855 "F91A WTR $500 OR MORE" ; +label variable ER53856 "F91B WTR $1500 OR MORE" ; +label variable ER53857 "F91C WTR $200 OR MORE" ; +label variable ER53858 "G1A WHETHER HEAD FARMER" ; +label variable ER53859 "G2 TOTAL FARM RECEIPTS" ; +label variable ER53860 "G3 PYR FARM EXPENSES" ; +label variable ER53861 "G4 PYR NET FARM INCOME" ; +label variable ER53862 "ACCURACY OF FARM INCOME" ; +label variable ER53863 "G5 WHETHER BUSINESS" ; +label variable ER53864 "G7A 2-DIGIT INDUSTRY-BUS 1" ; +label variable ER53865 "G8 HEAD OWN BUSINESS 1?" ; +label variable ER53866 "G8 WIFE OWN BUSINESS 1?" ; +label variable ER53867 "G8 OTR RELATIVE OWN BUS1?" ; +label variable ER53868 "G8 OTHER PERSON OWN BUS1?" ; +label variable ER53869 "HEAD WORK IN BUSINESS 1" ; +label variable ER53870 "HEAD REPORT HRS BUSNS 1" ; +label variable ER53871 "WIFE WORK IN BUSINESS 1" ; +label variable ER53872 "WIFE REPORT HRS BUSNS 1" ; +label variable ER53873 "G10 CORP/UNINCORP BUS1" ; +label variable ER53874 "G11 GROSS RECEIPTS BUS1" ; +label variable ER53875 "G11A EXPENSES BUS 1" ; +label variable ER53876 "G11B PROFIT/LOSS BUS 1" ; +label variable ER53877 "ACCURACY OF BUSINESS1 PROFIT/LOSS" ; +label variable ER53878 "G7A 2-DIGIT INDUSTRY-BUS 2" ; +label variable ER53879 "G8 HEAD OWN BUSINESS 2?" ; +label variable ER53880 "G8 WIFE OWN BUSINESS 2?" ; +label variable ER53881 "G8 OTR RELATIVE OWN BUS2?" ; +label variable ER53882 "G8 OTHER PERSON OWN BUS2?" ; +label variable ER53883 "HEAD WORK IN BUSINESS 2" ; +label variable ER53884 "HEAD REPORT HRS BUSNS 2" ; +label variable ER53885 "WIFE WORK IN BUSINESS 2" ; +label variable ER53886 "WIFE REPORT HRS BUSNS 2" ; +label variable ER53887 "G10 CORP/UNINCORP BUS2" ; +label variable ER53888 "G11 GROSS RECEIPTS BUS 2" ; +label variable ER53889 "G11A EXPENSES BUS 2" ; +label variable ER53890 "G11B PROFIT/LOSS BUS 2" ; +label variable ER53891 "ACCURACY OF BUSINESS2 PROFIT/LOSS" ; +label variable ER53892 "G7A 2-DIGIT INDUSTRY-BUS 3" ; +label variable ER53893 "G8 HEAD OWN BUSINESS 3?" ; +label variable ER53894 "G8 WIFE OWN BUSINESS 3?" ; +label variable ER53895 "G8 OTR RELATIVE OWN BUS3?" ; +label variable ER53896 "G8 OTHER PERSON OWN BUS3?" ; +label variable ER53897 "HEAD WORK IN BUSINESS 3" ; +label variable ER53898 "HEAD REPORT HRS BUSNS 3" ; +label variable ER53899 "WIFE WORK IN BUSINESS 3" ; +label variable ER53900 "WIFE REPORT HRS BUSNS 3" ; +label variable ER53901 "G10 CORP/UNINCORP BUS3" ; +label variable ER53902 "G11 GROSS RECEIPTS BUS 3" ; +label variable ER53903 "G11A EXPENSES BUS 3" ; +label variable ER53904 "G11B PROFIT/LOSS BUS 3" ; +label variable ER53905 "ACCURACY OF BUSINESS3 PROFIT/LOSS" ; +label variable ER53906 "G7A 2-DIGIT INDUSTRY-BUS 4" ; +label variable ER53907 "G8 HEAD OWN BUSINESS 4?" ; +label variable ER53908 "G8 WIFE OWN BUSINESS 4?" ; +label variable ER53909 "G8 OTR RELATIVE OWN BUS4?" ; +label variable ER53910 "G8 OTHER PERSON OWN BUS4?" ; +label variable ER53911 "HEAD WORK IN BUSINESS 4" ; +label variable ER53912 "HEAD REPORT HRS BUSNS 4" ; +label variable ER53913 "WIFE WORK IN BUSINESS 4" ; +label variable ER53914 "WIFE REPORT HRS BUSNS 4" ; +label variable ER53915 "G10 CORP/UNINCORP BUS4" ; +label variable ER53916 "G11 GROSS RECEIPTS BUS 4" ; +label variable ER53917 "G11A EXPENSES BUS 4" ; +label variable ER53918 "G11B PROFIT/LOSS BUS 4" ; +label variable ER53919 "ACCURACY OF BUSINESS4 PROFIT/LOSS" ; +label variable ER53920 "G7A 2-DIGIT INDUSTRY-BUS 5" ; +label variable ER53921 "G8 HEAD OWN BUSINESS 5?" ; +label variable ER53922 "G8 WIFE OWN BUSINESS 5?" ; +label variable ER53923 "G8 OTR RELATIVE OWN BUS5?" ; +label variable ER53924 "G8 OTHER PERSON OWN BUS5?" ; +label variable ER53925 "HEAD WORK IN BUSINESS 5" ; +label variable ER53926 "HEAD REPORT HRS BUSNS 5" ; +label variable ER53927 "WIFE WORK IN BUSINESS 5" ; +label variable ER53928 "WIFE REPORT HRS BUSNS 5" ; +label variable ER53929 "G10 CORP/UNINCORP BUS5" ; +label variable ER53930 "G11 GROSS RECEIPTS BUS 5" ; +label variable ER53931 "G11A EXPENSES BUS 5" ; +label variable ER53932 "G11B PROFIT/LOSS BUS 5" ; +label variable ER53933 "ACCURACY OF BUSINESS5 PROFIT/LOSS" ; +label variable ER53934 "G12 WHETHER WAGES/SALARY-HEAD" ; +label variable ER53935 "G13 WAGES/SALARY-HEAD" ; +label variable ER53936 "ACCURACY OF WAGES/SALARY-HEAD" ; +label variable ER53937 "G14/16 BONUS/OT/TIPS/COMMISSION-HEAD" ; +label variable ER53938 "BONUS INCOME-HEAD" ; +label variable ER53939 "AMOUNT BONUS INCOME-HEAD" ; +label variable ER53940 "ACCURACY OF BONUS INCOME-HEAD" ; +label variable ER53941 "OVERTIME INCOME-HEAD" ; +label variable ER53942 "AMOUNT OVERTIME INCOME-HEAD" ; +label variable ER53943 "ACCURACY OF OVERTIME INCOME-HEAD" ; +label variable ER53944 "TIPS INCOME-HEAD" ; +label variable ER53945 "AMOUNT TIPS INCOME-HEAD" ; +label variable ER53946 "ACCURACY OF TIPS INCOME-HEAD" ; +label variable ER53947 "COMMISSION INCOME-HEAD" ; +label variable ER53948 "AMOUNT COMMISSION INCOME-HEAD" ; +label variable ER53949 "ACCURACY OF COMMISSION INCOME-HEAD" ; +label variable ER53950 "WHEATHER OTHER LABOR INCOME-HEAD" ; +label variable ER53951 "AMOUNT OTHER LABOR INCOME-HEAD" ; +label variable ER53952 "ACCURACY OF OTHER LABOR INCOME-HEAD" ; +label variable ER53953 "WHETHER WORK HRS FOR WAGES ETC-HEAD" ; +label variable ER53954 "G18A WTR PROFESS/TRADE INCOME-HEAD" ; +label variable ER53955 "AMOUNT PROFESS/TRADE INCOME-HEAD" ; +label variable ER53956 "AMOUNT PROFESS/TRADE INCOME PER-HEAD" ; +label variable ER53957 "ACCURACY OF PROFESS/TRADE INCOME-HEAD" ; +label variable ER53958 "PROFESS/TRADE INCOME JAN-HEAD" ; +label variable ER53959 "PROFESS/TRADE INCOME FEB-HEAD" ; +label variable ER53960 "PROFESS/TRADE INCOME MAR-HEAD" ; +label variable ER53961 "PROFESS/TRADE INCOME APR-HEAD" ; +label variable ER53962 "PROFESS/TRADE INCOME MAY-HEAD" ; +label variable ER53963 "PROFESS/TRADE INCOME JUN-HEAD" ; +label variable ER53964 "PROFESS/TRADE INCOME JUL-HEAD" ; +label variable ER53965 "PROFESS/TRADE INCOME AUG-HEAD" ; +label variable ER53966 "PROFESS/TRADE INCOME SEP-HEAD" ; +label variable ER53967 "PROFESS/TRADE INCOME OCT-HEAD" ; +label variable ER53968 "PROFESS/TRADE INCOME NOV-HEAD" ; +label variable ER53969 "PROFESS/TRADE INCOME DEC-HEAD" ; +label variable ER53970 "G21A WTR WORK HRS FOR PROFESS/TRADE-HD" ; +label variable ER53971 "G18B WTR MARKET GARDENING-HEAD" ; +label variable ER53972 "AMOUNT MARKET GARDENING-HEAD" ; +label variable ER53973 "AMOUNT MARKET GARDENING PER-HEAD" ; +label variable ER53974 "ACCURACY OF MARKET GARDENING-HEAD" ; +label variable ER53975 "MARKET GARDEN/FARM INCOME JAN-HEAD" ; +label variable ER53976 "MARKETGARDEN/FARM INCOME FEB-HEAD" ; +label variable ER53977 "MARKETGARDEN/FARM INCOME MAR-HEAD" ; +label variable ER53978 "MARKETGARDEN/FARM INCOME APR-HEAD" ; +label variable ER53979 "MARKETGARDEN/FARM INCOME MAY-HEAD" ; +label variable ER53980 "MARKETGARDEN/FARM INCOME JUN-HEAD" ; +label variable ER53981 "MARKETGARDEN/FARM INCOME JUL-HEAD" ; +label variable ER53982 "MARKETGARDEN/FARM INCOME AUG-HEAD" ; +label variable ER53983 "MARKETGARDEN/FARM INCOME SEP-HEAD" ; +label variable ER53984 "MARKETGARDEN/FARM INCOME OCT-HEAD" ; +label variable ER53985 "MARKETGARDEN/FARM INCOME NOV-HEAD" ; +label variable ER53986 "MARKETGARDEN/FARM INCOME DEC-HEAD" ; +label variable ER53987 "G21B WTR WORK HRS FOR MKT GRDNG-HEAD" ; +label variable ER53988 "G23 WTR INCLUDED INCOME XTRA JOB-HEAD" ; +label variable ER53989 "AMOUNT XTRA JOB INCOME-HEAD" ; +label variable ER53990 "ACCURACY XTRA JOB INCOME-HEAD" ; +label variable ER53991 "G25A WHETHER RENT INCOME-HEAD" ; +label variable ER53992 "AMOUNT OF RENT INCOME-HEAD" ; +label variable ER53993 "AMOUNT OF RENT INCOME PER-HEAD" ; +label variable ER53994 "ACCURACY OF RENT INCOME-HEAD" ; +label variable ER53995 "G26A2 WTR RENT INCOME JOINT WITH WIFE" ; +label variable ER53996 "RENT INCOME JAN-HEAD" ; +label variable ER53997 "RENT INCOME FEB-HEAD" ; +label variable ER53998 "RENT INCOME MAR-HEAD" ; +label variable ER53999 "RENT INCOME APR-HEAD" ; +label variable ER54000 "RENT INCOME MAY-HEAD" ; +label variable ER54001 "RENT INCOME JUN-HEAD" ; +label variable ER54002 "RENT INCOME JUL-HEAD" ; +label variable ER54003 "RENT INCOME AUG-HEAD" ; +label variable ER54004 "RENT INCOME SEP-HEAD" ; +label variable ER54005 "RENT INCOME OCT-HEAD" ; +label variable ER54006 "RENT INCOME NOV-HEAD" ; +label variable ER54007 "RENT INCOME DEC-HEAD" ; +label variable ER54008 "G25B WHETHER DIVIDENDS INCOME-HEAD" ; +label variable ER54009 "DIVIDENDS INCOME-HEAD" ; +label variable ER54010 "DIVIDENDS INCOME PER-HEAD" ; +label variable ER54011 "ACCURACY OF DIVIDENDS INCOME-HEAD" ; +label variable ER54012 "G26B2 WTR DIVIDENDS JOINT WITH WIFE" ; +label variable ER54013 "DIVIDEND INCOME JAN-HEAD" ; +label variable ER54014 "DIVIDEND INCOME FEB-HEAD" ; +label variable ER54015 "DIVIDEND INCOME MAR-HEAD" ; +label variable ER54016 "DIVIDEND INCOME APR-HEAD" ; +label variable ER54017 "DIVIDEND INCOME MAY-HEAD" ; +label variable ER54018 "DIVIDEND INCOME JUN-HEAD" ; +label variable ER54019 "DIVIDEND INCOME JUL-HEAD" ; +label variable ER54020 "DIVIDEND INCOME AUG-HEAD" ; +label variable ER54021 "DIVIDEND INCOME SEP-HEAD" ; +label variable ER54022 "DIVIDEND INCOME OCT-HEAD" ; +label variable ER54023 "DIVIDEND INCOME NOV-HEAD" ; +label variable ER54024 "DIVIDEND INCOME DEC-HEAD" ; +label variable ER54025 "G25C WHETHER INTEREST INCOME-HEAD" ; +label variable ER54026 "AMOUNT OF INTEREST INCOME-HEAD" ; +label variable ER54027 "AMOUNT OF INTEREST INCOME PER-HEAD" ; +label variable ER54028 "ACCURACY OF INTEREST INCOME-HEAD" ; +label variable ER54029 "G26C2 WTR INTEREST JOINT WITH WIFE" ; +label variable ER54030 "INTEREST INCOME JAN-HEAD" ; +label variable ER54031 "INTEREST INCOME FEB-HEAD" ; +label variable ER54032 "INTEREST INCOME MAR-HEAD" ; +label variable ER54033 "INTEREST INCOME APR-HEAD" ; +label variable ER54034 "INTEREST INCOME MAY-HEAD" ; +label variable ER54035 "INTEREST INCOME JUN-HEAD" ; +label variable ER54036 "INTEREST INCOME JUL-HEAD" ; +label variable ER54037 "INTEREST INCOME AUG-HEAD" ; +label variable ER54038 "INTEREST INCOME SEP-HEAD" ; +label variable ER54039 "INTEREST INCOME OCT-HEAD" ; +label variable ER54040 "INTEREST INCOME NOV-HEAD" ; +label variable ER54041 "INTEREST INCOME DEC-HEAD" ; +label variable ER54042 "G25D WHETHER TRUST FUND INCOME-HEAD" ; +label variable ER54043 "AMOUNT TRUST FUND INCOME-HEAD" ; +label variable ER54044 "AMOUNT TRUST FUND INCOME PER-HEAD" ; +label variable ER54045 "ACCURACY OF TRUST FUND INCOME-HEAD" ; +label variable ER54046 "TRUST FUND/ROYALTY INCOME JAN-HEAD" ; +label variable ER54047 "TRUST FUND/ROYALTY INCOME FEB-HEAD" ; +label variable ER54048 "TRUST FUND/ROYALTY INCOME MAR-HEAD" ; +label variable ER54049 "TRUST FUND/ROYALTY INCOME APR-HEAD" ; +label variable ER54050 "TRUST FUND/ROYALTY INCOME MAY-HEAD" ; +label variable ER54051 "TRUST FUND/ROYALTY INCOME JUN-HEAD" ; +label variable ER54052 "TRUST FUND/ROYALTY INCOME JUL-HEAD" ; +label variable ER54053 "TRUST FUND/ROYALTY INCOME AUG-HEAD" ; +label variable ER54054 "TRUST FUND/ROYALTY INCOME SEP-HEAD" ; +label variable ER54055 "TRUST FUND/ROYALTY INCOME OCT-HEAD" ; +label variable ER54056 "TRUST FUND/ROYALTY INCOME NOV-HEAD" ; +label variable ER54057 "TRUST FUND/ROYALTY INCOME DEC-HEAD" ; +label variable ER54058 "G25ECKPT WTR WAGES/SALARY LE $25,000-HD" ; +label variable ER54059 "G25E WHETHER ADC/TANF INCOME-HEAD" ; +label variable ER54060 "AMOUNT ADC/TANF INCOME-HEAD" ; +label variable ER54061 "AMOUNT ADC/TANF INCOME PER-HEAD" ; +label variable ER54062 "ACCURACY OF ADC/TANF INCOME-HEAD" ; +label variable ER54063 "ADC/TANF INCOME JAN-HEAD" ; +label variable ER54064 "ADC/TANF INCOME FEB-HEAD" ; +label variable ER54065 "ADC/TANF INCOME MAR-HEAD" ; +label variable ER54066 "ADC/TANF INCOME APR-HEAD" ; +label variable ER54067 "ADC/TANF INCOME MAY-HEAD" ; +label variable ER54068 "ADC/TANF INCOME JUN-HEAD" ; +label variable ER54069 "ADC/TANF INCOME JUL-HEAD" ; +label variable ER54070 "ADC/TANF INCOME AUG-HEAD" ; +label variable ER54071 "ADC/TANF INCOME SEP-HEAD" ; +label variable ER54072 "ADC/TANF INCOME OCT-HEAD" ; +label variable ER54073 "ADC/TANF INCOME NOV-HEAD" ; +label variable ER54074 "ADC/TANF INCOME DEC-HEAD" ; +label variable ER54075 "G25F WHETHER SSI INCOME-HEAD" ; +label variable ER54076 "HEAD SSI SELF/SOMEONE ELSE/BOTH" ; +label variable ER54077 "AMOUNT SSI INCOME-HEAD" ; +label variable ER54078 "AMOUNT SSI INCOME PER-HEAD" ; +label variable ER54079 "ACCURACY OF SSI INCOME-HEAD" ; +label variable ER54080 "SSI INCOME JAN-HEAD" ; +label variable ER54081 "SSI INCOME FEB-HEAD" ; +label variable ER54082 "SSI INCOME MAR-HEAD" ; +label variable ER54083 "SSI INCOME APR-HEAD" ; +label variable ER54084 "SSI INCOME MAY-HEAD" ; +label variable ER54085 "SSI INCOME JUN-HEAD" ; +label variable ER54086 "SSI INCOME JUL-HEAD" ; +label variable ER54087 "SSI INCOME AUG-HEAD" ; +label variable ER54088 "SSI INCOME SEP-HEAD" ; +label variable ER54089 "SSI INCOME OCT-HEAD" ; +label variable ER54090 "SSI INCOME NOV-HEAD" ; +label variable ER54091 "SSI INCOME DEC-HEAD" ; +label variable ER54092 "G25G WTR OTHER WELFARE INCOME-HEAD" ; +label variable ER54093 "AMOUNT OTHER WELFARE INCOME-HEAD" ; +label variable ER54094 "AMOUNT OTHER WELFARE INCOME PER-HEAD" ; +label variable ER54095 "ACCURACY OF OTHER WELFARE INCOME-HEAD" ; +label variable ER54096 "OTHER WELFARE INCOME JAN-HEAD" ; +label variable ER54097 "OTHER WELFARE INCOME FEB-HEAD" ; +label variable ER54098 "OTHER WELFARE INCOME MAR-HEAD" ; +label variable ER54099 "OTHER WELFARE INCOME APR-HEAD" ; +label variable ER54100 "OTHER WELFARE INCOME MAY-HEAD" ; +label variable ER54101 "OTHER WELFARE INCOME JUN-HEAD" ; +label variable ER54102 "OTHER WELFARE INCOME JUL-HEAD" ; +label variable ER54103 "OTHER WELFARE INCOME AUG-HEAD" ; +label variable ER54104 "OTHER WELFARE INCOME SEP-HEAD" ; +label variable ER54105 "OTHER WELFARE INCOME OCT-HEAD" ; +label variable ER54106 "OTHER WELFARE INCOME NOV-HEAD" ; +label variable ER54107 "OTHER WELFARE INCOME DEC-HEAD" ; +label variable ER54108 "G31 ANY FU MEMBER GET SOCSEC" ; +label variable ER54109 "G37A WTR VA PENSION SVCMEN TYPE-HD" ; +label variable ER54110 "G37A WTR VA PENSION DISABILITY TYPE-HD" ; +label variable ER54111 "G37A WTR VA PENSION GI BILL TYPE-HD" ; +label variable ER54112 "G37A WTR VA PENSION OTHER TYPE-HD" ; +label variable ER54113 "AMOUNT VA PENSION INCOME-HEAD" ; +label variable ER54114 "AMOUNT VA PENSION INCOME PER-HEAD" ; +label variable ER54115 "ACCURACY OF VA PENSION INCOME-HEAD" ; +label variable ER54116 "VA PENSION INCOME JAN-HEAD" ; +label variable ER54117 "VA PENSION INCOME FEB-HEAD" ; +label variable ER54118 "VA PENSION INCOME MAR-HEAD" ; +label variable ER54119 "VA PENSION INCOME APR-HEAD" ; +label variable ER54120 "VA PENSION INCOME MAY-HEAD" ; +label variable ER54121 "VA PENSION INCOME JUN-HEAD" ; +label variable ER54122 "VA PENSION INCOME JUL-HEAD" ; +label variable ER54123 "VA PENSION INCOME AUG-HEAD" ; +label variable ER54124 "VA PENSION INCOME SEP-HEAD" ; +label variable ER54125 "VA PENSION INCOME OCT-HEAD" ; +label variable ER54126 "VA PENSION INCOME NOV-HEAD" ; +label variable ER54127 "VA PENSION INCOME DEC-HEAD" ; +label variable ER54128 "G40A WTR NONVA RETIREMT-HEAD" ; +label variable ER54129 "AMOUNT NONVA RETIREMENT-HEAD" ; +label variable ER54130 "AMOUNT NONVA RETIREMENT PER-HEAD" ; +label variable ER54131 "ACCURACY OF NONVA RETIREMENT-HEAD" ; +label variable ER54132 "NONVA RETIREMENT INCOME JAN-HEAD" ; +label variable ER54133 "NONVA RETIREMENT INCOME FEB-HEAD" ; +label variable ER54134 "NONVA RETIREMENT INCOME MAR-HEAD" ; +label variable ER54135 "NONVA RETIREMENT INCOME APR-HEAD" ; +label variable ER54136 "NONVA RETIREMENT INCOME MAY-HEAD" ; +label variable ER54137 "NONVA RETIREMENT INCOME JUN-HEAD" ; +label variable ER54138 "NONVA RETIREMENT INCOME JUL-HEAD" ; +label variable ER54139 "NONVA RETIREMENT INCOME AUG-HEAD" ; +label variable ER54140 "NONVA RETIREMENT INCOME SEP-HEAD" ; +label variable ER54141 "NONVA RETIREMENT INCOME OCT-HEAD" ; +label variable ER54142 "NONVA RETIREMENT INCOME NOV-HEAD" ; +label variable ER54143 "NONVA RETIREMENT INCOME DEC-HEAD" ; +label variable ER54144 "G40B WTR ANNUITIES INCOME-HEAD" ; +label variable ER54145 "AMOUNT ANNUITIES INCOME-HEAD" ; +label variable ER54146 "AMOUNT ANNUITIES INCOME PER-HEAD" ; +label variable ER54147 "ACCURACY ANNUITIES INCOME-HEAD" ; +label variable ER54148 "ANNUITIES INCOME JAN-HEAD" ; +label variable ER54149 "ANNUITIES INCOME FEB-HEAD" ; +label variable ER54150 "ANNUITIES INCOME MAR-HEAD" ; +label variable ER54151 "ANNUITIES INCOME APR-HEAD" ; +label variable ER54152 "ANNUITIES INCOME MAY-HEAD" ; +label variable ER54153 "ANNUITIES INCOME JUN-HEAD" ; +label variable ER54154 "ANNUITIES INCOME JUL-HEAD" ; +label variable ER54155 "ANNUITIES INCOME AUG-HEAD" ; +label variable ER54156 "ANNUITIES INCOME SEP-HEAD" ; +label variable ER54157 "ANNUITIES INCOME OCT-HEAD" ; +label variable ER54158 "ANNUITIES INCOME NOV-HEAD" ; +label variable ER54159 "ANNUITIES INCOME DEC-HEAD" ; +label variable ER54160 "G40C WTR OTR PENSION INCOME-HEAD" ; +label variable ER54161 "AMOUNT OTR PENSION INCOME-HEAD" ; +label variable ER54162 "AMOUNT OTR PENSION INCOME PER-HEAD" ; +label variable ER54163 "ACCURACY OF OTR PENSION INCOME-HEAD" ; +label variable ER54164 "OTHER PENSION INCOME JAN-HEAD" ; +label variable ER54165 "OTHER PENSION INCOME FEB-HEAD" ; +label variable ER54166 "OTHER PENSION INCOME MAR-HEAD" ; +label variable ER54167 "OTHER PENSION INCOME APR-HEAD" ; +label variable ER54168 "OTHER PENSION INCOME MAY-HEAD" ; +label variable ER54169 "OTHER PENSION INCOME JUN-HEAD" ; +label variable ER54170 "OTHER PENSION INCOME JUL-HEAD" ; +label variable ER54171 "OTHER PENSION INCOME AUG-HEAD" ; +label variable ER54172 "OTHER PENSION INCOME SEP-HEAD" ; +label variable ER54173 "OTHER PENSION INCOME OCT-HEAD" ; +label variable ER54174 "OTHER PENSION INCOME NOV-HEAD" ; +label variable ER54175 "OTHER PENSION INCOME DEC-HEAD" ; +label variable ER54176 "G40D WHETHER IRA INCOME-HEAD" ; +label variable ER54177 "AMOUNT IRA INCOME-HEAD" ; +label variable ER54178 "AMOUNT IRA INCOME PER-HEAD" ; +label variable ER54179 "ACCURACY OF IRA INCOME-HEAD" ; +label variable ER54180 "IRA INCOME JAN-HEAD" ; +label variable ER54181 "IRA INCOME FEB-HEAD" ; +label variable ER54182 "IRA INCOME MAR-HEAD" ; +label variable ER54183 "IRA INCOME APR-HEAD" ; +label variable ER54184 "IRA INCOME MAY-HEAD" ; +label variable ER54185 "IRA INCOME JUN-HEAD" ; +label variable ER54186 "IRA INCOME JUL-HEAD" ; +label variable ER54187 "IRA INCOME AUG-HEAD" ; +label variable ER54188 "IRA INCOME SEP-HEAD" ; +label variable ER54189 "IRA INCOME OCT-HEAD" ; +label variable ER54190 "IRA INCOME NOV-HEAD" ; +label variable ER54191 "IRA INCOME DEC-HEAD" ; +label variable ER54192 "G43 NUM OF NON VA PENSN-HEAD" ; +label variable ER54193 "G44A WTR UNEMPLOY COMP-HEAD" ; +label variable ER54194 "AMOUNT UNEMPLOY COMP-HEAD" ; +label variable ER54195 "AMOUNT UNEMPLOY COMP PER-HEAD" ; +label variable ER54196 "ACCURACY OF UNEMPL COMP-HEAD" ; +label variable ER54197 "UNEMPLOYMENT INCOME JAN-HEAD" ; +label variable ER54198 "UNEMPLOYMENT INCOME FEB-HEAD" ; +label variable ER54199 "UNEMPLOYMENT INCOME MAR-HEAD" ; +label variable ER54200 "UNEMPLOYMENT INCOME APR-HEAD" ; +label variable ER54201 "UNEMPLOYMENT INCOME MAY-HEAD" ; +label variable ER54202 "UNEMPLOYMENT INCOME JUN-HEAD" ; +label variable ER54203 "UNEMPLOYMENT INCOME JUL-HEAD" ; +label variable ER54204 "UNEMPLOYMENT INCOME AUG-HEAD" ; +label variable ER54205 "UNEMPLOYMENT INCOME SEP-HEAD" ; +label variable ER54206 "UNEMPLOYMENT INCOME OCT-HEAD" ; +label variable ER54207 "UNEMPLOYMENT INCOME NOV-HEAD" ; +label variable ER54208 "UNEMPLOYMENT INCOME DEC-HEAD" ; +label variable ER54209 "G44B WTR WORKERS COMP-HEAD" ; +label variable ER54210 "AMOUNT WORKERS COMP-HEAD" ; +label variable ER54211 "AMOUNT WORKERS COMP PER-HEAD" ; +label variable ER54212 "ACCURACY OF WORKERS COMP-HEAD" ; +label variable ER54213 "WORKERS COMP INCOME JAN-HEAD" ; +label variable ER54214 "WORKERS COMP INCOME FEB-HEAD" ; +label variable ER54215 "WORKERS COMP INCOME MAR-HEAD" ; +label variable ER54216 "WORKERS COMP INCOME APR-HEAD" ; +label variable ER54217 "WORKERS COMP INCOME MAY-HEAD" ; +label variable ER54218 "WORKERS COMP INCOME JUN-HEAD" ; +label variable ER54219 "WORKERS COMP INCOME JUL-HEAD" ; +label variable ER54220 "WORKERS COMP INCOME AUG-HEAD" ; +label variable ER54221 "WORKERS COMP INCOME SEP-HEAD" ; +label variable ER54222 "WORKERS COMP INCOME OCT-HEAD" ; +label variable ER54223 "WORKERS COMP INCOME NOV-HEAD" ; +label variable ER54224 "WORKERS COMP INCOME DEC-HEAD" ; +label variable ER54225 "G44C WTR CHILD SUPPORT INCOME-HEAD" ; +label variable ER54226 "AMOUNT CHILD SUPPORT INCOME-HEAD" ; +label variable ER54227 "AMOUNT CHILD SUPPORT INCOME PER-HEAD" ; +label variable ER54228 "ACCURACY OF CHILD SUPPORT INCOME-HEAD" ; +label variable ER54229 "CHILD SUPPORT INCOME JAN-HEAD" ; +label variable ER54230 "CHILD SUPPORT INCOME FEB-HEAD" ; +label variable ER54231 "CHILD SUPPORT INCOME MAR-HEAD" ; +label variable ER54232 "CHILD SUPPORT INCOME APR-HEAD" ; +label variable ER54233 "CHILD SUPPORT INCOME MAY-HEAD" ; +label variable ER54234 "CHILD SUPPORT INCOME JUN-HEAD" ; +label variable ER54235 "CHILD SUPPORT INCOME JUL-HEAD" ; +label variable ER54236 "CHILD SUPPORT INCOME AUG-HEAD" ; +label variable ER54237 "CHILD SUPPORT INCOME SEP-HEAD" ; +label variable ER54238 "CHILD SUPPORT INCOME OCT-HEAD" ; +label variable ER54239 "CHILD SUPPORT INCOME NOV-HEAD" ; +label variable ER54240 "CHILD SUPPORT INCOME DEC-HEAD" ; +label variable ER54241 "G44D WTR ALIMONY INCOME-HEAD" ; +label variable ER54242 "AMOUNT ALIMONY INCOME-HEAD" ; +label variable ER54243 "AMOUNT ALIMONY INCOME PER-HEAD" ; +label variable ER54244 "ACCURACY OF ALIMONY INCOME-HEAD" ; +label variable ER54245 "ALIMONY INCOME JAN-HEAD" ; +label variable ER54246 "ALIMONY INCOME FEB-HEAD" ; +label variable ER54247 "ALIMONY INCOME MAR-HEAD" ; +label variable ER54248 "ALIMONY INCOME APR-HEAD" ; +label variable ER54249 "ALIMONY INCOME MAY-HEAD" ; +label variable ER54250 "ALIMONY INCOME JUN-HEAD" ; +label variable ER54251 "ALIMONY INCOME JUL-HEAD" ; +label variable ER54252 "ALIMONY INCOME AUG-HEAD" ; +label variable ER54253 "ALIMONY INCOME SEP-HEAD" ; +label variable ER54254 "ALIMONY INCOME OCT-HEAD" ; +label variable ER54255 "ALIMONY INCOME NOV-HEAD" ; +label variable ER54256 "ALIMONY INCOME DEC-HEAD" ; +label variable ER54257 "G44E WTR HELP FROM RELATIVES-HEAD" ; +label variable ER54258 "AMOUNT HELP FROM RELATIVES-HEAD" ; +label variable ER54259 "AMOUNT HELP FROM RELATIVES PER-HEAD" ; +label variable ER54260 "ACCURACY OF HELP FROM RELATIVES-HEAD" ; +label variable ER54261 "HELP FROM RELATIVE JAN-HEAD" ; +label variable ER54262 "HELP FROM RELATIVE FEB-HEAD" ; +label variable ER54263 "HELP FROM RELATIVE MAR-HEAD" ; +label variable ER54264 "HELP FROM RELATIVE APR-HEAD" ; +label variable ER54265 "HELP FROM RELATIVE MAY-HEAD" ; +label variable ER54266 "HELP FROM RELATIVE JUN-HEAD" ; +label variable ER54267 "HELP FROM RELATIVE JUL-HEAD" ; +label variable ER54268 "HELP FROM RELATIVE AUG-HEAD" ; +label variable ER54269 "HELP FROM RELATIVE SEP-HEAD" ; +label variable ER54270 "HELP FROM RELATIVE OCT-HEAD" ; +label variable ER54271 "HELP FROM RELATIVE NOV-HEAD" ; +label variable ER54272 "HELP FROM RELATIVE DEC-HEAD" ; +label variable ER54273 "G44F WTR HELP FROM OTHERS-HEAD" ; +label variable ER54274 "AMOUNT HELP FROM OTHERS-HEAD" ; +label variable ER54275 "AMOUNT HELP FROM OTHERS PER-HEAD" ; +label variable ER54276 "ACCURACY OF HELP FROM OTHERS-HEAD" ; +label variable ER54277 "HELP FROM OTHERS JAN-HEAD" ; +label variable ER54278 "HELP FROM OTHERS FEB-HEAD" ; +label variable ER54279 "HELP FROM OTHERS MAR-HEAD" ; +label variable ER54280 "HELP FROM OTHERS APR-HEAD" ; +label variable ER54281 "HELP FROM OTHERS MAY-HEAD" ; +label variable ER54282 "HELP FROM OTHERS JUN-HEAD" ; +label variable ER54283 "HELP FROM OTHERS JUL-HEAD" ; +label variable ER54284 "HELP FROM OTHERS AUG-HEAD" ; +label variable ER54285 "HELP FROM OTHERS SEP-HEAD" ; +label variable ER54286 "HELP FROM OTHERS OCT-HEAD" ; +label variable ER54287 "HELP FROM OTHERS NOV-HEAD" ; +label variable ER54288 "HELP FROM OTHERS DEC-HEAD" ; +label variable ER54289 "G44G WTR ANY OTHER INCOME-HEAD" ; +label variable ER54290 "AMOUNT ANY OTHER INCOME-HEAD" ; +label variable ER54291 "AMOUNT ANY OTHER INCOME PER-HEAD" ; +label variable ER54292 "ACCURACY OF ANY OTHER INCOME-HEAD" ; +label variable ER54293 "ANY OTHER INCOME JAN-HEAD" ; +label variable ER54294 "ANY OTHER INCOME FEB-HEAD" ; +label variable ER54295 "ANY OTHER INCOME MAR-HEAD" ; +label variable ER54296 "ANY OTHER INCOME APR-HEAD" ; +label variable ER54297 "ANY OTHER INCOME MAY-HEAD" ; +label variable ER54298 "ANY OTHER INCOME JUN-HEAD" ; +label variable ER54299 "ANY OTHER INCOME JUL-HEAD" ; +label variable ER54300 "ANY OTHER INCOME AUG-HEAD" ; +label variable ER54301 "ANY OTHER INCOME SEP-HEAD" ; +label variable ER54302 "ANY OTHER INCOME OCT-HEAD" ; +label variable ER54303 "ANY OTHER INCOME NOV-HEAD" ; +label variable ER54304 "ANY OTHER INCOME DEC-HEAD" ; +label variable ER54305 "G49 WTR WIFE IN FU NOW" ; +label variable ER54306 "G50 WHETHER WIFE HAD INCOME" ; +label variable ER54307 "G51A WHETHER LABOR INCOME-WIFE" ; +label variable ER54308 "G51B WHETHER INCOME FROM WORK-WIFE" ; +label variable ER54309 "WAGES/SALARY OF WIFE" ; +label variable ER54310 "ACCURACY OF WAGES/SALARY-WIFE" ; +label variable ER54311 "G52B WTR WORK HOURS-WIFE" ; +label variable ER54312 "G53 WTR UNEMPLOYMENT INCOME-WIFE" ; +label variable ER54313 "AMOUNT UNEMPLOYMENT INCOME-WIFE" ; +label variable ER54314 "AMOUNT UNEMPLOYMENT INCOME PER-WIFE" ; +label variable ER54315 "ACCURACY OF UNEMPLOYMENT INCOME-WIFE" ; +label variable ER54316 "UNEMPLOYMENT INCOME JAN-WIFE" ; +label variable ER54317 "UNEMPLOYMENT INCOME FEB-WIFE" ; +label variable ER54318 "UNEMPLOYMENT INCOME MAR-WIFE" ; +label variable ER54319 "UNEMPLOYMENT INCOME APR-WIFE" ; +label variable ER54320 "UNEMPLOYMENT INCOME MAY-WIFE" ; +label variable ER54321 "UNEMPLOYMENT INCOME JUN-WIFE" ; +label variable ER54322 "UNEMPLOYMENT INCOME JUL-WIFE" ; +label variable ER54323 "UNEMPLOYMENT INCOME AUG-WIFE" ; +label variable ER54324 "UNEMPLOYMENT INCOME SEP-WIFE" ; +label variable ER54325 "UNEMPLOYMENT INCOME OCT-WIFE" ; +label variable ER54326 "UNEMPLOYMENT INCOME NOV-WIFE" ; +label variable ER54327 "UNEMPLOYMENT INCOME DEC-WIFE" ; +label variable ER54328 "G56 WHETHER WORKERS COMP WFE" ; +label variable ER54329 "WORKERS COMP INCOME-WIFE" ; +label variable ER54330 "WORKERS COMP INCOME PER-WIFE" ; +label variable ER54331 "ACCURACY OF WORKERS COMP INCOME-WIFE" ; +label variable ER54332 "WORKERS COMP INCOME JAN-WIFE" ; +label variable ER54333 "WORKERS COMP INCOME FEB-WIFE" ; +label variable ER54334 "WORKERS COMP INCOME MAR-WIFE" ; +label variable ER54335 "WORKERS COMP INCOME APR-WIFE" ; +label variable ER54336 "WORKERS COMP INCOME MAY-WIFE" ; +label variable ER54337 "WORKERS COMP INCOME JUN-WIFE" ; +label variable ER54338 "WORKERS COMP INCOME JUL-WIFE" ; +label variable ER54339 "WORKERS COMP INCOME AUG-WIFE" ; +label variable ER54340 "WORKERS COMP INCOME SEP-WIFE" ; +label variable ER54341 "WORKERS COMP INCOME OCT-WIFE" ; +label variable ER54342 "WORKERS COMP INCOME NOV-WIFE" ; +label variable ER54343 "WORKERS COMP INCOME DEC-WIFE" ; +label variable ER54344 "G59A WHETHER RENT INCOME-WIFE" ; +label variable ER54345 "AMOUNT RENT INCOME-WIFE" ; +label variable ER54346 "AMOUNT RENT INCOME PER-WIFE" ; +label variable ER54347 "ACCURACY OF RENT INCOME-WIFE" ; +label variable ER54348 "G59A3 WTR RENT ADDITIONAL TO HEAD AMT" ; +label variable ER54349 "RENT INCOME JAN-WIFE" ; +label variable ER54350 "RENT INCOME FEB-WIFE" ; +label variable ER54351 "RENT INCOME MAR-WIFE" ; +label variable ER54352 "RENT INCOME APR-WIFE" ; +label variable ER54353 "RENT INCOME MAY-WIFE" ; +label variable ER54354 "RENT INCOME JUN-WIFE" ; +label variable ER54355 "RENT INCOME JUL-WIFE" ; +label variable ER54356 "RENT INCOME AUG-WIFE" ; +label variable ER54357 "RENT INCOME SEP-WIFE" ; +label variable ER54358 "RENT INCOME OCT-WIFE" ; +label variable ER54359 "RENT INCOME NOV-WIFE" ; +label variable ER54360 "RENT INCOME DEC-WIFE" ; +label variable ER54361 "G59B WHETHER DIVIDEND INCOME-WIFE" ; +label variable ER54362 "AMOUNT DIVIDEND INCOME-WIFE" ; +label variable ER54363 "AMOUNT DIVIDEND INCOME PER-WIFE" ; +label variable ER54364 "ACCURACY OF DIVIDEND INCOME-WIFE" ; +label variable ER54365 "G59B3 WTR DIVS ADDITIONAL TO HEAD AMT" ; +label variable ER54366 "DIVIDEND INCOME JAN-WIFE" ; +label variable ER54367 "DIVIDEND INCOME FEB-WIFE" ; +label variable ER54368 "DIVIDEND INCOME MAR-WIFE" ; +label variable ER54369 "DIVIDEND INCOME APR-WIFE" ; +label variable ER54370 "DIVIDEND INCOME MAY-WIFE" ; +label variable ER54371 "DIVIDEND INCOME JUN-WIFE" ; +label variable ER54372 "DIVIDEND INCOME JUL-WIFE" ; +label variable ER54373 "DIVIDEND INCOME AUG-WIFE" ; +label variable ER54374 "DIVIDEND INCOME SEP-WIFE" ; +label variable ER54375 "DIVIDEND INCOME OCT-WIFE" ; +label variable ER54376 "DIVIDEND INCOME NOV-WIFE" ; +label variable ER54377 "DIVIDEND INCOME DEC-WIFE" ; +label variable ER54378 "G59C WHETHER INTEREST INCOME-WIFE" ; +label variable ER54379 "AMOUNT INTEREST INCOME-WIFE" ; +label variable ER54380 "AMOUNT INTEREST INCOME PER-WIFE" ; +label variable ER54381 "ACCURACY OF INTEREST INCOME-WIFE" ; +label variable ER54382 "G59C3 WTR INTEREST ADDITNL TO HEAD AMT" ; +label variable ER54383 "INTEREST INCOME JAN-WIFE" ; +label variable ER54384 "INTEREST INCOME FEB-WIFE" ; +label variable ER54385 "INTEREST INCOME MAR-WIFE" ; +label variable ER54386 "INTEREST INCOME APR-WIFE" ; +label variable ER54387 "INTEREST INCOME MAY-WIFE" ; +label variable ER54388 "INTEREST INCOME JUN-WIFE" ; +label variable ER54389 "INTEREST INCOME JUL-WIFE" ; +label variable ER54390 "INTEREST INCOME AUG-WIFE" ; +label variable ER54391 "INTEREST INCOME SEP-WIFE" ; +label variable ER54392 "INTEREST INCOME OCT-WIFE" ; +label variable ER54393 "INTEREST INCOME NOV-WIFE" ; +label variable ER54394 "INTEREST INCOME DEC-WIFE" ; +label variable ER54395 "G59D WTR TRUST FUND INCOME-WIFE" ; +label variable ER54396 "AMOUNT TRUST INCOME-WIFE" ; +label variable ER54397 "AMOUNT TRUST FUND INCOME PER-WIFE" ; +label variable ER54398 "ACCURACY OF TRUST FUND INCOME-WIFE" ; +label variable ER54399 "TRUST INCOME JAN-WIFE" ; +label variable ER54400 "TRUST INCOME FEB-WIFE" ; +label variable ER54401 "TRUST INCOME MAR-WIFE" ; +label variable ER54402 "TRUST INCOME APR-WIFE" ; +label variable ER54403 "TRUST INCOME MAY-WIFE" ; +label variable ER54404 "TRUST INCOME JUN-WIFE" ; +label variable ER54405 "TRUST INCOME JUL-WIFE" ; +label variable ER54406 "TRUST INCOME AUG-WIFE" ; +label variable ER54407 "TRUST INCOME SEP-WIFE" ; +label variable ER54408 "TRUST INCOME OCT-WIFE" ; +label variable ER54409 "TRUST INCOME NOV-WIFE" ; +label variable ER54410 "TRUST INCOME DEC-WIFE" ; +label variable ER54411 "G60CKPT WTR WAGES/SALARY LE $25,000-WF" ; +label variable ER54412 "G60A WHETHER RECEIVED SSI INCOME-WIFE" ; +label variable ER54413 "WIFE SSI SELF/SOMEONE ELSE/BOTH" ; +label variable ER54414 "AMOUNT SSI INCOME-WIFE" ; +label variable ER54415 "AMOUNT SSI INCOME PER-WIFE" ; +label variable ER54416 "ACCURACY OF SSI INCOME-WIFE" ; +label variable ER54417 "SSI INCOME JAN-WIFE" ; +label variable ER54418 "SSI INCOME FEB-WIFE" ; +label variable ER54419 "SSI INCOME MAR-WIFE" ; +label variable ER54420 "SSI INCOME APR-WIFE" ; +label variable ER54421 "SSI INCOME MAY-WIFE" ; +label variable ER54422 "SSI INCOME JUN-WIFE" ; +label variable ER54423 "SSI INCOME JUL-WIFE" ; +label variable ER54424 "SSI INCOME AUG-WIFE" ; +label variable ER54425 "SSI INCOME SEP-WIFE" ; +label variable ER54426 "SSI INCOME OCT-WIFE" ; +label variable ER54427 "SSI INCOME NOV-WIFE" ; +label variable ER54428 "SSI INCOME DEC-WIFE" ; +label variable ER54429 "G60B WTR RECEIVED ADC/TANF-WIFE" ; +label variable ER54430 "AMOUNT ADC/TANF INCOME-WIFE" ; +label variable ER54431 "AMOUNT ADC/TANF INCOME PER-WIFE" ; +label variable ER54432 "ACCURACY OF ADC/TANF INCOME-WIFE" ; +label variable ER54433 "ADC/TANF INCOME JAN-WIFE" ; +label variable ER54434 "ADC/TANF INCOME FEB-WIFE" ; +label variable ER54435 "ADC/TANF INCOME MAR-WIFE" ; +label variable ER54436 "ADC/TANF INCOME APR-WIFE" ; +label variable ER54437 "ADC/TANF INCOME MAY-WIFE" ; +label variable ER54438 "ADC/TANF INCOME JUN-WIFE" ; +label variable ER54439 "ADC/TANF INCOME JUL-WIFE" ; +label variable ER54440 "ADC/TANF INCOME AUG-WIFE" ; +label variable ER54441 "ADC/TANF INCOME SEP-WIFE" ; +label variable ER54442 "ADC/TANF INCOME OCT-WIFE" ; +label variable ER54443 "ADC/TANF INCOME NOV-WIFE" ; +label variable ER54444 "ADC/TANF INCOME DEC-WIFE" ; +label variable ER54445 "G60C WTR RECD CHILD SUPPORT INCOME-WF" ; +label variable ER54446 "AMOUNT CHILD SUPPORT INCOME-WIFE" ; +label variable ER54447 "AMOUNT CHILD SUPPORT INCOME PER-WIFE" ; +label variable ER54448 "ACCURACY OF CHILD SUPPORT INCOME-WIFE" ; +label variable ER54449 "CHILD SUPPORT INCOME JAN-WIFE" ; +label variable ER54450 "CHILD SUPPORT INCOME FEB-WIFE" ; +label variable ER54451 "CHILD SUPPORT INCOME MAR-WIFE" ; +label variable ER54452 "CHILD SUPPORT INCOME APR-WIFE" ; +label variable ER54453 "CHILD SUPPORT INCOME MAY-WIFE" ; +label variable ER54454 "CHILD SUPPORT INCOME JUN-WIFE" ; +label variable ER54455 "CHILD SUPPORT INCOME JUL-WIFE" ; +label variable ER54456 "CHILD SUPPORT INCOME AUG-WIFE" ; +label variable ER54457 "CHILD SUPPORT INCOME SEP-WIFE" ; +label variable ER54458 "CHILD SUPPORT INCOME OCT-WIFE" ; +label variable ER54459 "CHILD SUPPORT INCOME NOV-WIFE" ; +label variable ER54460 "CHILD SUPPORT INCOME DEC-WIFE" ; +label variable ER54461 "G60D WTR RECEIVED OTHER WELFARE-WIFE" ; +label variable ER54462 "AMOUNT OTHER WELFARE INCOME-WIFE" ; +label variable ER54463 "AMOUNT OTHER WELFARE INCOME PER-WIFE" ; +label variable ER54464 "ACCURACY OF OTHER WELFARE INCOME-WIFE" ; +label variable ER54465 "OTHER WELFARE INCOME JAN-WIFE" ; +label variable ER54466 "OTHER WELFARE INCOME FEB-WIFE" ; +label variable ER54467 "OTHER WELFARE INCOME MAR-WIFE" ; +label variable ER54468 "OTHER WELFARE INCOME APR-WIFE" ; +label variable ER54469 "OTHER WELFARE INC OME MAY-WIFE" ; +label variable ER54470 "OTHER WELFARE INCOME JUNE-WIFE" ; +label variable ER54471 "OTHER WELFARE INCOME JUL-WIFE" ; +label variable ER54472 "OTHER WELFARE INCOME AUG-WIFE" ; +label variable ER54473 "OTHER WELFARE INCOME SEP-WIFE" ; +label variable ER54474 "OTHER WELFARE INCOME OCT-WIFE" ; +label variable ER54475 "OTHER WELFARE INCOME NOV-WIFE" ; +label variable ER54476 "OTHER WELFARE INCOME DEC-WIFE" ; +label variable ER54477 "G61A WTR RETIREMENT INCOME-WIFE" ; +label variable ER54478 "AMOUNT RETIREMENT INCOME-WIFE" ; +label variable ER54479 "AMOUNT RETIREMENT INCOME PER-WIFE" ; +label variable ER54480 "ACCURACY OF RETIREMENT INCOME-WIFE" ; +label variable ER54481 "RETIREMENT INCOME JAN-WIFE" ; +label variable ER54482 "RETIREMENT INCOME FEB-WIFE" ; +label variable ER54483 "RETIREMENT INCOME MAR-WIFE" ; +label variable ER54484 "RETIREMENT INCOME APR-WIFE" ; +label variable ER54485 "RETIREMENT INCOME MAY-WIFE" ; +label variable ER54486 "RETIREMENT INCOME JUN-WIFE" ; +label variable ER54487 "RETIREMENT INCOME JUL-WIFE" ; +label variable ER54488 "RETIREMENT INCOME AUG-WIFE" ; +label variable ER54489 "RETIREMENT INCOME SEP-WIFE" ; +label variable ER54490 "RETIREMENT INCOME OCT-WIFE" ; +label variable ER54491 "RETIREMENT INCOME NOV-WIFE" ; +label variable ER54492 "RETIREMENT INCOME DEC-WIFE" ; +label variable ER54493 "G61C WTR ANNUITIES INCOME-WIFE" ; +label variable ER54494 "AMOUNT ANNUITIES INCOME-WIFE" ; +label variable ER54495 "AMOUNT ANNUITIES INCOME PER-WIFE" ; +label variable ER54496 "ACCURACY OF ANNUITIES INCOME-WIFE" ; +label variable ER54497 "ANNUITIES INCOME JAN-WIFE" ; +label variable ER54498 "ANNUITIES INCOME FEB-WIFE" ; +label variable ER54499 "ANNUITIES INCOME MAR-WIFE" ; +label variable ER54500 "ANNUITIES INCOME APR-WIFE" ; +label variable ER54501 "ANNUITIES INCOME MAY-WIFE" ; +label variable ER54502 "ANNUITIES INCOME JUN-WIFE" ; +label variable ER54503 "ANNUITIES INCOME JUL-WIFE" ; +label variable ER54504 "ANNUITIES INCOME AUG-WIFE" ; +label variable ER54505 "ANNUITIES INCOME SEP-WIFE" ; +label variable ER54506 "ANNUITIES INCOME OCT-WIFE" ; +label variable ER54507 "ANNUITIES INCOME NOV-WIFE" ; +label variable ER54508 "ANNUITIES INCOME DEC-WIFE" ; +label variable ER54509 "G61E WHETHER IRA INCOME-WIFE" ; +label variable ER54510 "AMOUNT IRA INCOME-WIFE" ; +label variable ER54511 "AMOUNT IRA INCOME PER-WIFE" ; +label variable ER54512 "ACCURACY OF IRA INCOME-WIFE" ; +label variable ER54513 "IRA INCOME JAN-WIFE" ; +label variable ER54514 "IRA INCOME FEB-WIFE" ; +label variable ER54515 "IRA INCOME MAR-WIFE" ; +label variable ER54516 "IRA INCOME APR-WIFE" ; +label variable ER54517 "IRA INCOME MAY-WIFE" ; +label variable ER54518 "IRA INCOME JUN-WIFE" ; +label variable ER54519 "IRA INCOME JUL-WIFE" ; +label variable ER54520 "IRA INCOME AUG-WIFE" ; +label variable ER54521 "IRA INCOME SEP-WIFE" ; +label variable ER54522 "IRA INCOME OCT-WIFE" ; +label variable ER54523 "IRA INCOME NOV-WIFE" ; +label variable ER54524 "IRA INCOME DEC-WIFE" ; +label variable ER54525 "G61G WHETHER OTHER PENSION INCOME-WIFE" ; +label variable ER54526 "AMOUNT OTHER PENSION INCOME-WIFE" ; +label variable ER54527 "AMOUNT OTHER PENSION INCOME WIFE-WIFE" ; +label variable ER54528 "ACCURACY OF OTHER PENSION INCOME-WIFE" ; +label variable ER54529 "OTR PENSION INCOME JAN-WIFE" ; +label variable ER54530 "OTR PENSION INCOME FEB-WIFE" ; +label variable ER54531 "OTR PENSION INCOME MAR-WIFE" ; +label variable ER54532 "OTR PENSION INCOME APR-WIFE" ; +label variable ER54533 "OTR PENSION INCOME MAY-WIFE" ; +label variable ER54534 "OTR PENSION INCOME JUN-WIFE" ; +label variable ER54535 "OTR PENSION INCOME JUL-WIFE" ; +label variable ER54536 "OTR PENSION INCOME AUG-WIFE" ; +label variable ER54537 "OTR PENSION INCOME SEP-WIFE" ; +label variable ER54538 "OTR PENSION INCOME OCT-WIFE" ; +label variable ER54539 "OTR PENSION INCOME NOV-WIFE" ; +label variable ER54540 "OTR PENSION INCOME DEC-WIFE" ; +label variable ER54541 "G62A WTR HELP FROM RELATIVES-WIFE" ; +label variable ER54542 "AMOUNT HELP FROM RELATIVES-WIFE" ; +label variable ER54543 "AMOUNT HELP FROM RELATIVES PER-WIFE" ; +label variable ER54544 "ACCURACY OF HELP FROM RELATIVES-WIFE" ; +label variable ER54545 "HELP FROM RELATIVES JAN-WIFE" ; +label variable ER54546 "HELP FROM RELATIVES FEB-WIFE" ; +label variable ER54547 "HELP FROM RELATIVES MAR-WIFE" ; +label variable ER54548 "HELP FROM RELATIVES APR-WIFE" ; +label variable ER54549 "HELP FROM RELATIVES MAY-WIFE" ; +label variable ER54550 "HELP FROM RELATIVES JUNE-WIFE" ; +label variable ER54551 "HELP FROM RELATIVES JULY-WIFE" ; +label variable ER54552 "HELP FROM RELATIVES AUG-WIFE" ; +label variable ER54553 "HELP FROM RELATIVES SEP-WIFE" ; +label variable ER54554 "HELP FROM RELATIVES OCT-WIFE" ; +label variable ER54555 "HELP FROM RELATIVES NOV-WIFE" ; +label variable ER54556 "HELP FROM RELATIVES DEC-WIFE" ; +label variable ER54557 "G62B WTR HELP FROM FRIENDS-WIFE" ; +label variable ER54558 "AMOUNT HELP FROM FRIENDS-WIFE" ; +label variable ER54559 "AMOUNT HELP FROM FRIENDS PER-WIFE" ; +label variable ER54560 "ACCURACY OF HELP FROM FRIENDS-WIFE" ; +label variable ER54561 "HELP FROM FRIENDS JAN-WIFE" ; +label variable ER54562 "HELP FROM FRIENDS FEB-WIFE" ; +label variable ER54563 "HELP FROM FRIENDS MAR-WIFE" ; +label variable ER54564 "HELP FROM FRIENDS APR-WIFE" ; +label variable ER54565 "HELP FROM FRIENDS MAY-WIFE" ; +label variable ER54566 "HELP FROM FRIENDS JUN-WIFE" ; +label variable ER54567 "HELP FROM FRIENDS JUL-WIFE" ; +label variable ER54568 "HELP FROM FRIENDS AUG-WIFE" ; +label variable ER54569 "HELP FROM FRIENDS SEP-WIFE" ; +label variable ER54570 "HELP FROM FRIENDS OCT-WIFE" ; +label variable ER54571 "HELP FROM FRIENDS NOV-WIFE" ; +label variable ER54572 "HELP FROM FRIENDS DEC-WIFE" ; +label variable ER54573 "G63 WTR RECEIVED OTHER INCOME-WIFE" ; +label variable ER54574 "AMOUNT OTHER INCOME-WIFE" ; +label variable ER54575 "AMOUNT OTHER INCOME PER-WIFE" ; +label variable ER54576 "ACCURACY OF OTHER INCOME-WIFE" ; +label variable ER54577 "ANY OTHER INCOME JAN-WIFE" ; +label variable ER54578 "ANY OTHER INCOME FEB-WIFE" ; +label variable ER54579 "ANY OTHER INCOME W MAR" ; +label variable ER54580 "ANY OTHER INCOME APR-WIFE" ; +label variable ER54581 "ANY OTHER INCOME MAY-WIFE" ; +label variable ER54582 "ANY OTHER INCOME JUN-WIFE" ; +label variable ER54583 "ANY OTHER INCOME JUL-WIFE" ; +label variable ER54584 "ANY OTHER INCOME AUG-WIFE" ; +label variable ER54585 "ANY OTHER INCOME SEP-WIFE" ; +label variable ER54586 "ANY OTHER INCOME OCT-WIFE" ; +label variable ER54587 "ANY OTHER INCOME NOV-WIFE" ; +label variable ER54588 "ANY OTHER INCOME DEC-WIFE" ; +label variable ER54589 "G99 WTR LUMP SUM PAYMNTS" ; +label variable ER54590 "G100 LUMP SUM PAYMENTS" ; +label variable ER54591 "G101 INHERITANCE" ; +label variable ER54592 "G102 WTR ITEMIZE FOR TAX" ; +label variable ER54593 "G102A ITEMIZED CHARITABLE CONTRIB AMT" ; +label variable ER54594 "G102B ITEMIZED MEDICAL EXPENSES AMT" ; +label variable ER54595 "G103 WTR HELP OTRS" ; +label variable ER54596 "G104 # OTRS SUPPORTED" ; +label variable ER54597 "G105 WHO SUPPORT 1" ; +label variable ER54598 "G105 WHO SUPPORT 2" ; +label variable ER54599 "G105 WHO SUPPORT 3" ; +label variable ER54600 "G105 WHO SUPPORT 4" ; +label variable ER54601 "G105 WHO SUPPORT 5" ; +label variable ER54602 "G106 TOTAL SUPP OF OTRS" ; +label variable ER54603 "G107 ANY CHILD SUPPORT" ; +label variable ER54604 "AMT OF CHLD SUPPRT GIVEN" ; +label variable ER54605 "G109 ANY ALIMONY" ; +label variable ER54606 "AMT OF ALIMONY GIVEN" ; +label variable ER54607 "G112 WTR DEPNDT OTRS" ; +label variable ER54608 "G113 NUMBER DEPNDT OTR" ; +label variable ER54609 "G114 WTR DEPNDT OTHS" ; +label variable ER54610 "W1 WTR OTR REAL ESTATE" ; +label variable ER54611 "W1A WTR SECOND HOME" ; +label variable ER54612 "W2A WORTH OF OTR REAL ESTATE" ; +label variable ER54613 "W3A WTR WORTH GE 50,000" ; +label variable ER54614 "W4A WTR WORTH GE 175,000" ; +label variable ER54615 "W5A WTR WORTH GE 20,000" ; +label variable ER54616 "W2B AMT OWED ON OTR REAL ESTATE" ; +label variable ER54617 "W3B WTR DEBT GE 50,000" ; +label variable ER54618 "W4B WTR DEBT GE 175,000" ; +label variable ER54619 "W5B WTR DEBT GE 20,000" ; +label variable ER54620 "W6 PROFIT IF SOLD VEHICLES" ; +label variable ER54621 "W7 WTR PROFIT GE 10,000" ; +label variable ER54622 "W8 WTR PROFIT GE 25,000" ; +label variable ER54623 "W9 WTR PROFIT GE 2,000" ; +label variable ER54624 "W10 WTR OWN BUSINESS/FARM" ; +label variable ER54625 "W11A WORTH OF FARM OR BUSINESS" ; +label variable ER54626 "W12A WTR WORTH GE 50,000" ; +label variable ER54627 "W13A WTR WORTH GE 200,000" ; +label variable ER54628 "W14A WTR WORTH GE 10,000" ; +label variable ER54629 "W11B AMT OWED ON FARM OR BUSINESS" ; +label variable ER54630 "W12B WTR DEBT GE 50,000" ; +label variable ER54631 "W13B WTR DEBT GE 200,000" ; +label variable ER54632 "W14B WTR DEBT GE 10,000" ; +label variable ER54633 "W15 WTR OWN NON-IRA STOCK" ; +label variable ER54634 "W16 PROFIT IF SOLD NON-IRA STOCK" ; +label variable ER54635 "W17 WTR PROFIT GE 50,000" ; +label variable ER54636 "W19 WTR PROFIT GE 15,000" ; +label variable ER54637 "W20 WTR PROFIT GE 150,000" ; +label variable ER54638 "W20CCKPT WTR DIVD BUT NO INCOME RPT" ; +label variable ER54639 "W20E REVISED DIVIDENDS" ; +label variable ER54640 "W20E REVISED DIVIDENDS PER" ; +label variable ER54641 "W20F WTR REC REV DIVIDENDS IN JAN" ; +label variable ER54642 "W20F WTR REC REV DIVIDENDS IN FEB" ; +label variable ER54643 "W20F WTR REC REV DIVIDENDS IN MAR" ; +label variable ER54644 "W20F WTR REC REV DIVIDENDS IN APR" ; +label variable ER54645 "W20F WTR REC REV DIVIDENDS IN MAY" ; +label variable ER54646 "W20F WTR REC REV DIVIDENDS IN JUN" ; +label variable ER54647 "W20F WTR REC REV DIVIDENDS IN JUL" ; +label variable ER54648 "W20F WTR REC REV DIVIDENDS IN AUG" ; +label variable ER54649 "W20F WTR REC REV DIVIDENDS IN SEP" ; +label variable ER54650 "W20F WTR REC REV DIVIDENDS IN OCT" ; +label variable ER54651 "W20F WTR REC REV DIVIDENDS IN NOV" ; +label variable ER54652 "W20F WTR REC REV DIVIDENDS IN DEC" ; +label variable ER54653 "W21 WTR IRA/PRIVATE ANNUITY" ; +label variable ER54654 "W21A HOW FUNDS INVESTED" ; +label variable ER54655 "W22 VALUE OF IRA/ANNUITY" ; +label variable ER54656 "W23 WTR VALUE GE 50,000" ; +label variable ER54657 "W24 WTR VALUE GE 100,000" ; +label variable ER54658 "W25 WTR VALUE GE 15,000" ; +label variable ER54659 "W26 WTR VALAUE GE 250,000" ; +label variable ER54660 "W27 WTR CK/SAVINGS/CD, ETC" ; +label variable ER54661 "W28 AMT ALL ACCOUNTS" ; +label variable ER54662 "W29 WTR VALUE GE 5,000" ; +label variable ER54663 "W30 WTR VALUE GE 10,000" ; +label variable ER54664 "W31 WTR VALUE GE 50,000" ; +label variable ER54665 "W31CKPT WTR INTEREST BUT NO INCOME RPT" ; +label variable ER54666 "W31E REVISED INTEREST" ; +label variable ER54667 "W31E REVISED INTEREST PER" ; +label variable ER54668 "W31F WTR REC REV INTEREST IN JAN" ; +label variable ER54669 "W31F WTR REC REV INTEREST IN FEB" ; +label variable ER54670 "W31F WTR REC REV INTEREST IN MAR" ; +label variable ER54671 "W31F WTR REC REV INTEREST IN APR" ; +label variable ER54672 "W31F WTR REC REV INTEREST IN MAY" ; +label variable ER54673 "W31F WTR REC REV INTEREST IN JUN" ; +label variable ER54674 "W31F WTR REC REV INTEREST IN JUL" ; +label variable ER54675 "W31F WTR REC REV INTEREST IN AUG" ; +label variable ER54676 "W31F WTR REC REV INTEREST IN SEP" ; +label variable ER54677 "W31F WTR REC REV INTEREST IN OCT" ; +label variable ER54678 "W31F WTR REC REV INTEREST IN NOV" ; +label variable ER54679 "W31F WTR REC REV INTEREST IN DEC" ; +label variable ER54680 "W32 WTR VALUE GE 1,000" ; +label variable ER54681 "W33 WTR BONDS/INSURANCE, ETC." ; +label variable ER54682 "W34 PROFIT IF SOLD BONDS/INSURANCE" ; +label variable ER54683 "W35 WTR PROFIT GE 10,000" ; +label variable ER54684 "W36 WTR PROFIT GE 25,000" ; +label variable ER54685 "W37 WTR PROFIT GE 2,000" ; +label variable ER54686 "W38A WTR HAVE CREDIT/STORE CARD DEBT" ; +label variable ER54687 "W39A AMOUNT CREDIT/STORE CARD DEBT" ; +label variable ER54688 "W40A WTR DEBT GE 5,000" ; +label variable ER54689 "W41A WTR DEBT GE 10,000" ; +label variable ER54690 "W42A WTR DEBT GE 1,000" ; +label variable ER54691 "W43A WTR DEBT GE 15,000" ; +label variable ER54692 "W38B WTR HAS STUDENT LOANS" ; +label variable ER54693 "W38B WTR HAS MEDICAL BILLS" ; +label variable ER54694 "W38B WTR HAS LEGAL BILLS" ; +label variable ER54695 "W38B WTR HAS LOANS FROM RELATIVES" ; +label variable ER54696 "W38B WTR HAS OTR DEBT" ; +label variable ER54697 "W39B1 AMOUNT STUDENT LOANS" ; +label variable ER54698 "W40B1 WTR STUDENT LOANS GE 25,000" ; +label variable ER54699 "W41B1 WTR STUDENT LOANS GE 50,000" ; +label variable ER54700 "W42B1 WTR STUDENT LOANS GE 10,000" ; +label variable ER54701 "W43B1 WTR STUDENT LOANS GE 75,000" ; +label variable ER54702 "W39B2 AMOUNT MEDICAL BILLS" ; +label variable ER54703 "W40B2 WTR MEDICAL BILLS GE 3,000" ; +label variable ER54704 "W41B2 WTR MEDICAL BILLS GE 10,000" ; +label variable ER54705 "W42B2 WTR MEDICAL BILLS GE 1,000" ; +label variable ER54706 "W43B2 WTR MEDICAL BILLS GE 25,000" ; +label variable ER54707 "W39B3 AMOUNT LEGAL BILLS" ; +label variable ER54708 "W40B3 WTR LEGAL BILLS GE 3,000" ; +label variable ER54709 "W41B3 WTR LEGAL BILLS GE 8,000" ; +label variable ER54710 "W42B3 WTR LEGAL BILLS GE 1,000" ; +label variable ER54711 "W43B3 WTR LEGAL BILLS GE 20,000" ; +label variable ER54712 "W39B4 AMOUNT LOANS FROM RELATIVES" ; +label variable ER54713 "W40B4 WTR LOANS FROM RELS GE 4,000" ; +label variable ER54714 "W41B4 WTR LOANS FROM RELS GE 10,000" ; +label variable ER54715 "W42B4 WTR LOANS FROM RELS GE 1,000" ; +label variable ER54716 "W43B4 WTR LOANS FROM RELS GE 20,000" ; +label variable ER54717 "W39B7A TYPE OF OTHER DEBT" ; +label variable ER54718 "W39B7 AMT OTHER OTHER DEBT" ; +label variable ER54719 "W40B7 WTR OTR DEBT GE 4,000" ; +label variable ER54720 "W41B7 WTR OTR DEBT GE 10,000" ; +label variable ER54721 "W42B7 WTR OTR DEBT GE 1,000" ; +label variable ER54722 "W43B7 WTR OTR DEBT GE 20,000" ; +label variable ER54723 "W43 WTR PUT MONEY IN PRIVATE ANNUITY/IRA" ; +label variable ER54724 "W44 AMT INVESTED IN IRA/ANNUITY" ; +label variable ER54725 "W45 WTR INVEST GE 10,000" ; +label variable ER54726 "W46 WTR INVEST GE 50,000" ; +label variable ER54727 "W47 WTR INVEST GE 5,000" ; +label variable ER54728 "W48 WTR CASHED PNSN/ANNTY/IRA" ; +label variable ER54729 "W49 VALUE PENSION/ANNUITY/IRA" ; +label variable ER54730 "W50 WTR VALUE GE 10,000" ; +label variable ER54731 "W51 WTR VALUE GE 50,000" ; +label variable ER54732 "W52 WTR VALUE GE 100,000" ; +label variable ER54733 "W53 WTR VALUE GE 5,000" ; +label variable ER54734 "W54 WTR SOLD HOME" ; +label variable ER54735 "W55 HOME SELLING PRICE" ; +label variable ER54736 "W56 WTR PRICE GE 60,000" ; +label variable ER54737 "W57 WTR PRICE GE 120,000" ; +label variable ER54738 "W58 WTR PRICE GE 30,000" ; +label variable ER54739 "W59A WTR BOUGHT OR SOLD REAL ESTATE" ; +label variable ER54740 "W60 AMT SPENT IN REAL ESTATE" ; +label variable ER54741 "W61 WTR AMT GE 60,000" ; +label variable ER54742 "W62 WTR AMT GE 120,000" ; +label variable ER54743 "W63 WTR AMT GE 30,000" ; +label variable ER54744 "W65CKPT WTR BOTH BOUGHT AND SOLD" ; +label variable ER54745 "W65 AMT FROM OTR REAL ESTATE" ; +label variable ER54746 "W66 WTR AMT GE 60,000" ; +label variable ER54747 "W67 WTR AMT GE 120,000" ; +label variable ER54748 "W68 WTR AMT GE 30,000" ; +label variable ER54749 "W69 WTR MADE ADDITION/REPAIRS" ; +label variable ER54750 "W70 COST OF ADDITION/REPAIRS" ; +label variable ER54751 "W71 WTR COST GE 25,000" ; +label variable ER54752 "W72 WTR COST GE 75,000" ; +label variable ER54753 "W73A WTR INVESTED OR SOLD BUSINESS/FARM" ; +label variable ER54754 "W74 AMT INVESTED IN BUSINESS/FARM" ; +label variable ER54755 "W75 WTR AMT GE 25,000" ; +label variable ER54756 "W76 WTR AMT GE 100,000" ; +label variable ER54757 "W77 WTR AMT GE 10,000" ; +label variable ER54758 "W79CKPT WTR BOTH INVESTED AND SOLD" ; +label variable ER54759 "W79 AMT FROM BUSINESS/FARM" ; +label variable ER54760 "W80 WTR AMT GE 25,000" ; +label variable ER54761 "W81 WTR AMT GE 100,000" ; +label variable ER54762 "W82 WTR AMT GE 10,000" ; +label variable ER54763 "W83A WTR BOUGHT OR SOLD STOCK" ; +label variable ER54764 "W91 AMT INVESTED IN STOCKS" ; +label variable ER54765 "W92 WTR AMT GE 20,000" ; +label variable ER54766 "W93 WTR AMT GE 50,000" ; +label variable ER54767 "W94 WTR AMT GE 100,000" ; +label variable ER54768 "W95 WTR AMT GE 5,000" ; +label variable ER54769 "W97CKPT WTR BOTH BOUGHT AND SOLD" ; +label variable ER54770 "W97 AMT NON-IRA STOCK" ; +label variable ER54771 "W98 WTR AMT GE 20,000" ; +label variable ER54772 "W99 WTR AMT GE 50,000" ; +label variable ER54773 "W100 WTR AMT GE 100,000" ; +label variable ER54774 "W101 WTR AMT GE 5,000" ; +label variable ER54775 "W102CKPT WTR ANY MOVERS OUT 18+" ; +label variable ER54776 "W102 WTR MOVER OUT W/ ASSETS OR DEBITS" ; +label variable ER54777 "W103 VALUE ASSETS MOVED OUT" ; +label variable ER54778 "W104 WTR VALUE GE 10,000" ; +label variable ER54779 "W105 WTR VALUE GE 25,000" ; +label variable ER54780 "W106 WTR VALUE GE 100,000" ; +label variable ER54781 "W107 WTR VALUE GE 5,000" ; +label variable ER54782 "W108 VALUE DEBTS MOVED OUT" ; +label variable ER54783 "W109 WTR VALUE GE 10,000" ; +label variable ER54784 "W110 WTR VALUE GE 25,000" ; +label variable ER54785 "W111 WTR VALUE GE 5,000" ; +label variable ER54786 "W112CKPT WTR ANY MOVERS IN 18+" ; +label variable ER54787 "W113 WTR MOVER IN W/ ASSETS OR DEBITS" ; +label variable ER54788 "W114 VALUE ASSETS MOVED IN" ; +label variable ER54789 "W115 WTR VALUE GE 10,000" ; +label variable ER54790 "W116 WTR VALUE GE 25,000" ; +label variable ER54791 "W117 WTR VALUE GE 100,000" ; +label variable ER54792 "W118 WTR VALUE GE 5,000" ; +label variable ER54793 "W119 VALUE DEBTS MOVE IN" ; +label variable ER54794 "W120 WTR VALUE GE 10,000" ; +label variable ER54795 "W121 WTR VALUE GE 25,000" ; +label variable ER54796 "W122 WTR VALUE GE 5,000" ; +label variable ER54797 "W123 WTR RECD GIFT/INHERITANCE" ; +label variable ER54798 "W124 YR RECD GIFT/INHERIT-#1" ; +label variable ER54799 "W125 VALUE GIFT/INHERIT-#1" ; +label variable ER54800 "W126 WTR VALUE GE 25,000-#1" ; +label variable ER54801 "W127 WTR VALUE GE 75,000-#1" ; +label variable ER54802 "W123 WTR GIFT/INHERITANCE-#2" ; +label variable ER54803 "W124 YR RECD GIFT/INHERIT-#2" ; +label variable ER54804 "W125 VALUE GIFT/INHERIT-#2" ; +label variable ER54805 "W126 WTR VALUE GE 25,000-#2" ; +label variable ER54806 "W127 WTR VALUE GE 75,000-#2" ; +label variable ER54807 "W123 WTR GIFT/INHERITANCE-#3" ; +label variable ER54808 "W124 YR REC GIFT/INHERIT-#3" ; +label variable ER54809 "W125 VALUE GIFT/INHERIT-#3" ; +label variable ER54810 "W126 WTR VALUE GE 25,000-#3" ; +label variable ER54811 "W127 WTR VALUE GE 75,000-#3" ; +label variable ER54812 "P0 WTR WORKING NOW - HD" ; +label variable ER54813 "P1 WTR PNSN AT CURR JOB - HD" ; +label variable ER54814 "P1A WTR ELIGIBLE FOR PLAN - HD" ; +label variable ER54815 "P6 # YRS IN PENSION PLAN - HD" ; +label variable ER54816 "P6 YR JOINED PENSION PLAN - HD" ; +label variable ER54817 "P7 WTR EVER ELIG FOR PLAN - HD" ; +label variable ER54818 "P6CKPT WTR SAME CMJ/PP6YRS-HD" ; +label variable ER54819 "P11 WTR CONTRIB TO PENSION - HD" ; +label variable ER54820 "P12 WTR CONTRIB REQUIRED - HD" ; +label variable ER54821 "P13 REQUIRED AMT - HD" ; +label variable ER54822 "P13 REQUIRED AMT PER - HD" ; +label variable ER54823 "P13 REQUIRED PCT - HD" ; +label variable ER54824 "P14 WTR VOLUNTARY CONTRIB - HD" ; +label variable ER54825 "P15 VOLUNTARY AMT - HD" ; +label variable ER54826 "P15 VOLUNTARY AMT PER - HD" ; +label variable ER54827 "P15 VOLUNTARY PCT - HD" ; +label variable ER54828 "P16 HOW BENEFIT FIGURED - HD" ; +label variable ER54829 "P17 WTR EMPLYR CONTRIB - HD" ; +label variable ER54830 "P18 AMT EMPLYR CONTRIB - HD" ; +label variable ER54831 "P18 EMPLYR AMT PER - HD" ; +label variable ER54832 "P18 PCT EMPLYR CONTRIB OF PAY - HD" ; +label variable ER54833 "P18B PCT EMP % OF EMPLOYEE CONTRIB-HD" ; +label variable ER54834 "P19CKPT WTR AGE 40+ - HD" ; +label variable ER54835 "P19 AGE PENSION INCL EMPLYR CONTRIB - HD" ; +label variable ER54836 "P20 AMT IN PENSION ACCT NOW - HD" ; +label variable ER54837 "P20B WTR AMT GE 50,000 - HD" ; +label variable ER54838 "P20C WTR AMT GE 100,000 - HD" ; +label variable ER54839 "P20D WTR AMT GE 200,000 - HD" ; +label variable ER54840 "P20E WTR AMT GE 20,000 - HD" ; +label variable ER54841 "P20A HOW FUNDS INVESTED - HD" ; +label variable ER54842 "P22 CKPT: TYPE PENSION - HD" ; +label variable ER54843 "P22A AGE ELIGIBLE FOR FULL PNSN (YRS)-HD" ; +label variable ER54844 "P22B AGE ELIGIBLE FOR FULL PNSN (MOS)-HD" ; +label variable ER54845 "P22C AGE ELIGIBLE FOR ANY PNSN (YRS)-HD" ; +label variable ER54846 "P22D AGE ELIGIBLE FOR ANY PNSN (MOS)-HD" ; +label variable ER54847 "P32 AGE EXPECT RECEIVE BENEFITS-HD" ; +label variable ER54848 "P34 ESTIMATED BENEFIT AMT" ; +label variable ER54849 "P34 ESTIMATED BENEFIT PER" ; +label variable ER54850 "P34 ESTIMATED BENEFIT PCT" ; +label variable ER54851 "P34F WTR GE 40% OF PAY - HD" ; +label variable ER54852 "P34G WTR GE 60% OF PAY - HD" ; +label variable ER54853 "P34H WTR GE 80% OF PAY - HD" ; +label variable ER54854 "P34J WTR GE 20% OF PAY - HD" ; +label variable ER54855 "P39 USUAL RETIREMNT AGE OF OTRS - HD" ; +label variable ER54856 "P39 USUAL # YRS OTRS RETIRE - HD" ; +label variable ER54857 "P40CKPT WTR AGE 40+ - HD" ; +label variable ER54858 "P40 AGE PLAN STOP WORK - HD" ; +label variable ER54859 "P40 IN HOW MANY YRS PLAN STOP WORK - HD" ; +label variable ER54860 "P42CKPT WTR WK/LAYOFF/SICK/LEAVE-HD" ; +label variable ER54861 "P42 WTR TAX-DEFER PLAN - HD" ; +label variable ER54862 "P43 WTR EMPLYR CONTRIB - HD" ; +label variable ER54863 "P44 AMT EMPLYR CONTRIB - HD" ; +label variable ER54864 "P44 EMPLYR CONTRIB PER - HD" ; +label variable ER54865 "P44 PCT EMPLYR CONTRIB OF PAY - HD" ; +label variable ER54866 "P44B PCT EMP % OF EMPLOYEE CONTRIB-HD" ; +label variable ER54867 "P45 WTR PNSN W/PREV EMPLYR - HD" ; +label variable ER54868 "P45A NUMBER OF PNSN W/PREV EMPLYR-HD" ; +label variable ER54869 "P46 TYPE PREV PENSION-#1 - HD" ; +label variable ER54870 "P47 ACCT AMT WHEN LEFT PREV EMP-#1 - HD" ; +label variable ER54871 "P47B WTR AMT GE 20,000-#1 - HD" ; +label variable ER54872 "P47C WTR AMT GE 50,000-#1 - HD" ; +label variable ER54873 "P47D WTR AMT GE 150,000-#1 - HD" ; +label variable ER54874 "P47E WTR AMT GE 5,000-#1 - HD" ; +label variable ER54875 "P48 WHAT DID W/PREV PNSN-#1 - HD" ; +label variable ER54876 "P49 AMT NOW PREV PNSN ACCT-#1 - HD" ; +label variable ER54877 "P49B WTR AMT GE 50,000-#1 - HD" ; +label variable ER54878 "P49C WTR AMT GE 100,000-#1 - HD" ; +label variable ER54879 "P49D WTR AMT GE 200,000-#1 - HD" ; +label variable ER54880 "P49E WTR AMT GE 20,000-#1 - HD" ; +label variable ER54881 "P50 AGE REC IF ANNUITY-#1 - HD" ; +label variable ER54882 "P51 AMT PREV ANNUITY-#1 - HD" ; +label variable ER54883 "P51 PREV ANNUITY PER-#1 - HD" ; +label variable ER54884 "P51B WTR AMT GE 400 PER MONTH-#1 - HD" ; +label variable ER54885 "P51C WTR AMT GE 1,200 PER MONTH-#1 - HD" ; +label variable ER54886 "P51D WTR AMT GE 1,600 PER MONTH-#1 - HD" ; +label variable ER54887 "P51E WTR AMT GE 200 PER MONTH-#1 - HD" ; +label variable ER54888 "P52 STATUS PREV PNSN MEN1-#1 - HD" ; +label variable ER54889 "P52 STATUS PREV PNSN MEN2-#1 - HD" ; +label variable ER54890 "P52 STATUS PREV PNSN MEN3-#1 - HD" ; +label variable ER54891 "P52 STATUS PREV PNSN MEN4-#1 - HD" ; +label variable ER54892 "P52 STATUS PREV PNSN MEN5-#1 - HD" ; +label variable ER54893 "P52 STATUS PREV PNSN MEN6-#1 - HD" ; +label variable ER54894 "P53 YR REC PREV PNSN-#1 - HD" ; +label variable ER54895 "P54 PREV PNSN BENEFIT AMT-#1 - HD" ; +label variable ER54896 "P54 BENEFIT PER-#1 - HD" ; +label variable ER54897 "P54B WTR AMT GE 400 PER MONTH-#1 - HD" ; +label variable ER54898 "P54C WTR AMT GE 1,200 PER MONTH-#1 - HD" ; +label variable ER54899 "P54D WTR AMT GE 1,600 PER MONTH-#1 - HD" ; +label variable ER54900 "P54E WTR AMT GE 200 PER MONTH-#1 - HD" ; +label variable ER54901 "P55 WTR BENEFITS COLA-#1 - HD" ; +label variable ER54902 "P56 WTR BENEFITS EVER COLA-#1 - HD" ; +label variable ER54903 "P57 PREV PNSN CASH SETTLEMNT AMT-#1 - HD" ; +label variable ER54904 "P57B WTR AMT GE 6,000-#1 - HD" ; +label variable ER54905 "P57C WTR AMT GE 60,000-#1 - HD" ; +label variable ER54906 "P57D WTR AMT GE 250,000-#1 - HD" ; +label variable ER54907 "P57E WTR AMT GE 2,000-#1 - HD" ; +label variable ER54908 "P58 WHAT DID W/CASH MEN1-#1 - HD" ; +label variable ER54909 "P58 WHAT DID W/CASH MEN2-#1 - HD" ; +label variable ER54910 "P58 WHAT DID W/CASH MEN3-#1 - HD" ; +label variable ER54911 "P58 WHAT DID W/CASH MEN4-#1 - HD" ; +label variable ER54912 "P58 WHAT DID W/CASH MEN5-#1 - HD" ; +label variable ER54913 "P58 WHAT DID W/CASH MEN6-#1 - HD" ; +label variable ER54914 "P59 PREV PNSN IRA AMT-#1 - HD" ; +label variable ER54915 "P59B WTR AMT GE 6,000-#1 - HD" ; +label variable ER54916 "P59C WTR AMT GE 60,000-#1 - HD" ; +label variable ER54917 "P59D WTR AMT GE 250,000-#1 - HD" ; +label variable ER54918 "P59E WTR AMT GE 2,000-#1 - HD" ; +label variable ER54919 "P60 # YRS IN PREV PLAN-#1 - HD" ; +label variable ER54920 "P61 AGE EXPECT REC PREV PNSN-#1 - HD" ; +label variable ER54921 "P62 AMT EXPECT REC PREV PNSN-#1 - HD" ; +label variable ER54922 "P62 PREV PNSN PER-#1 - HD" ; +label variable ER54923 "P62 PCT EXPECT REC PREV PNSN-#1 - HD" ; +label variable ER54924 "P62F WTR GE 40% OF PAY #1 - HD" ; +label variable ER54925 "P62G WTR GE 60% OF PAY #1 - HD" ; +label variable ER54926 "P62H WTR GE 80% OF PAY #1 - HD" ; +label variable ER54927 "P62J WTR GE 20% OF PAY #1 - HD" ; +label variable ER54928 "P62K PAY WHEN LEFT JOB #1 -HD" ; +label variable ER54929 "P62K PER WHEN LEFT JOB #1 -HD" ; +label variable ER54930 "P63 ACCT AMT WHEN LEFT PREV EMP-#1 - HD" ; +label variable ER54931 "P63B WTR AMT GE 20,000-#1 - HD" ; +label variable ER54932 "P63C WTR AMT GE 50,000-#1 - HD" ; +label variable ER54933 "P63D WTR AMT GE 150,000-#1 - HD" ; +label variable ER54934 "P63E WTR AMT GE 5,000-#1 - HD" ; +label variable ER54935 "P64 WHAT DID W/PREV PNSN-#1 - HD" ; +label variable ER54936 "P65 ACCT AMT PREV PNSN NOW-#1 - HD" ; +label variable ER54937 "P65B WTR AMT GE 50,000-#1 - HD" ; +label variable ER54938 "P65C WTR AMT GE 100,000-#1 - HD" ; +label variable ER54939 "P65D WTR AMT GE 200,000-#1 - HD" ; +label variable ER54940 "P65E WTR AMT GE 20,000-#1 - HD" ; +label variable ER54941 "P66 AGE BEGAN REC ANNUITY-#1 - HD" ; +label variable ER54942 "P67 AMT PREV ANNUITY-#1 - HD" ; +label variable ER54943 "P67 PREV ANNUITY PER-#1 - HD" ; +label variable ER54944 "P67B WTR AMT GE 400 PER MONTH-#1 - HD" ; +label variable ER54945 "P67C WTR AMT GE 1,200 PER MONTH-#1 - HD" ; +label variable ER54946 "P67D WTR AMT GE 1,600 PER MONTH-#1 - HD" ; +label variable ER54947 "P67E WTR AMT GE 200 PER MONTH-#1 - HD" ; +label variable ER54948 "P69 WTR SECOND PREV PENSION - HD" ; +label variable ER54949 "P46 TYPE PREV PENSION-#2 - HD" ; +label variable ER54950 "P47 ACCT AMT WHEN LEFT PREV EMP-#2 - HD" ; +label variable ER54951 "P47B WTR AMT GE 20,000-#2 - HD" ; +label variable ER54952 "P47C WTR AMT GE 50,000-#2 - HD" ; +label variable ER54953 "P47D WTR AMT GE 150,000-#2 - HD" ; +label variable ER54954 "P47E WTR AMT GE 5,000-#2 - HD" ; +label variable ER54955 "P48 WHAT DID W/PREV PNSN-#2 - HD" ; +label variable ER54956 "P49 AMT NOW PREV PNSN ACCT-#2 - HD" ; +label variable ER54957 "P49B WTR AMT GE 50,000-#2 - HD" ; +label variable ER54958 "P49C WTR AMT GE 100,000-#2 - HD" ; +label variable ER54959 "P49D WTR AMT GE 200,000-#2 - HD" ; +label variable ER54960 "P49E WTR AMT GE 20,000-#2 - HD" ; +label variable ER54961 "P50 AGE REC IF ANNUITY-#2 - HD" ; +label variable ER54962 "P51 AMT PREV ANNUITY-#2 - HD" ; +label variable ER54963 "P51 PREV ANNUITY PER-#2 - HD" ; +label variable ER54964 "P51B WTR AMT GE 400 PER MONTH-#2 - HD" ; +label variable ER54965 "P51C WTR AMT GE 1,200 PER MONTH-#2 - HD" ; +label variable ER54966 "P51D WTR AMT GE 1,600 PER MONTH-#2 - HD" ; +label variable ER54967 "P51E WTR AMT GE 200 PER MONTH-#2 - HD" ; +label variable ER54968 "P52 STATUS PREV PNSN MEN1-#2 - HD" ; +label variable ER54969 "P52 STATUS PREV PNSN MEN2-#2 - HD" ; +label variable ER54970 "P52 STATUS PREV PNSN MEN3-#2 - HD" ; +label variable ER54971 "P52 STATUS PREV PNSN MEN4-#2 - HD" ; +label variable ER54972 "P52 STATUS PREV PNSN MEN5-#2 - HD" ; +label variable ER54973 "P52 STATUS PREV PNSN MEN6-#2 - HD" ; +label variable ER54974 "P53 YR REC PREV PNSN-#2 - HD" ; +label variable ER54975 "P54 PREV PNSN BENEFIT AMT-#2 - HD" ; +label variable ER54976 "P54 BENEFIT PER-#2 - HD" ; +label variable ER54977 "P54B WTR AMT GE 400 PER MONTH-#2 - HD" ; +label variable ER54978 "P54C WTR AMT GE 1,200 PER MONTH-#2 - HD" ; +label variable ER54979 "P54D WTR AMT GE 1,600 PER MONTH-#2 - HD" ; +label variable ER54980 "P54E WTR AMT GE 200 PER MONTH-#2 - HD" ; +label variable ER54981 "P55 WTR BENEFITS COLA-#2 - HD" ; +label variable ER54982 "P56 WTR BENEFITS EVER COLA-#2 - HD" ; +label variable ER54983 "P57 PREV PNSN CASH SETTLEMNT AMT-#2 - HD" ; +label variable ER54984 "P57B WTR AMT GE 6,000-#2 - HD" ; +label variable ER54985 "P57C WTR AMT GE 60,000-#2 - HD" ; +label variable ER54986 "P57D WTR AMT GE 250,000-#2 - HD" ; +label variable ER54987 "P57E WTR AMT GE 2,000-#2 - HD" ; +label variable ER54988 "P58 WHAT DID W/CASH MEN1-#2 - HD" ; +label variable ER54989 "P58 WHAT DID W/CASH MEN2-#2 - HD" ; +label variable ER54990 "P58 WHAT DID W/CASH MEN3-#2 - HD" ; +label variable ER54991 "P58 WHAT DID W/CASH MEN4-#2 - HD" ; +label variable ER54992 "P58 WHAT DID W/CASH MEN5-#2 - HD" ; +label variable ER54993 "P58 WHAT DID W/CASH MEN6-#2 - HD" ; +label variable ER54994 "P59 PREV PNSN IRA AMT-#2 - HD" ; +label variable ER54995 "P59B WTR AMT GE 6,000-#2 - HD" ; +label variable ER54996 "P59C WTR AMT GE 60,000-#2 - HD" ; +label variable ER54997 "P59D WTR AMT GE 250,000-#2 - HD" ; +label variable ER54998 "P59E WTR AMT GE 2,000-#2 - HD" ; +label variable ER54999 "P60 # YRS IN PREV PLAN-#2 - HD" ; +label variable ER55000 "P61 AGE EXPECT REC PREV PNSN-#2 - HD" ; +label variable ER55001 "P62 AMT EXPECT REC PREV PNSN-#2 - HD" ; +label variable ER55002 "P62 PREV PNSN PER-#2 - HD" ; +label variable ER55003 "P62 PCT EXPECT REC PREV PNSN-#2 - HD" ; +label variable ER55004 "P62F WTR GE 40% OF PAY #2 - HD" ; +label variable ER55005 "P62G WTR GE 60% OF PAY #2 - HD" ; +label variable ER55006 "P62H WTR GE 80% OF PAY #2 - HD" ; +label variable ER55007 "P62J WTR GE 20% OF PAY #2 - HD" ; +label variable ER55008 "P62K PAY WHEN LEFT JOB #2 -HD" ; +label variable ER55009 "P62K PER WHEN LEFT JOB #2 -HD" ; +label variable ER55010 "P63 ACCT AMT WHEN LEFT PREV EMP-#2 - HD" ; +label variable ER55011 "P63B WTR AMT GE 20,000-#2 - HD" ; +label variable ER55012 "P63C WTR AMT GE 50,000-#2 - HD" ; +label variable ER55013 "P63D WTR AMT GE 150,000-#2 - HD" ; +label variable ER55014 "P63E WTR AMT GE 5,000-#2 - HD" ; +label variable ER55015 "P64 WHAT DID W/PREV PNSN-#2 - HD" ; +label variable ER55016 "P65 ACCT AMT PREV PNSN NOW-#2 - HD" ; +label variable ER55017 "P65B WTR AMT GE 50,000-#2 - HD" ; +label variable ER55018 "P65C WTR AMT GE 100,000-#2 - HD" ; +label variable ER55019 "P65D WTR AMT GE 200,000-#2 - HD" ; +label variable ER55020 "P65E WTR AMT GE 20,000-#2 - HD" ; +label variable ER55021 "P66 AGE BEGAN REC ANNUITY-#2 - HD" ; +label variable ER55022 "P67 AMT PREV ANNUITY-#2 - HD" ; +label variable ER55023 "P67 PREV ANNUITY PER-#2 - HD" ; +label variable ER55024 "P67B WTR AMT GE 400 PER MONTH-#2 - HD" ; +label variable ER55025 "P67C WTR AMT GE 1,200 PER MONTH-#2 - HD" ; +label variable ER55026 "P67D WTR AMT GE 1,600 PER MONTH-#2 - HD" ; +label variable ER55027 "P67E WTR AMT GE 200 PER MONTH-#2 - HD" ; +label variable ER55028 "P0 WTR WORKING NOW - WF" ; +label variable ER55029 "P1 WTR PNSN AT CURR JOB - WF" ; +label variable ER55030 "P1A WTR ELIGIBLE FOR PLAN - WF" ; +label variable ER55031 "P6 # YRS IN PENSION PLAN - WF" ; +label variable ER55032 "P6 YR JOINED PENSION PLAN - WF" ; +label variable ER55033 "P7 WTR EVER ELIG FOR PLAN - WF" ; +label variable ER55034 "P6CKPT WTR SAME CMJ/PP6YRS-WF" ; +label variable ER55035 "P11 WTR CONTRIB TO PENSION - WF" ; +label variable ER55036 "P12 WTR CONTRIB REQUIRED - WF" ; +label variable ER55037 "P13 REQUIRED AMT - WF" ; +label variable ER55038 "P13 REQUIRED AMT PER - WF" ; +label variable ER55039 "P13 REQUIRED PCT - WF" ; +label variable ER55040 "P14 WTR VOLUNTARY CONTRIB - WF" ; +label variable ER55041 "P15 VOLUNTARY AMT - WF" ; +label variable ER55042 "P15 VOLUNTARY AMT PER - WF" ; +label variable ER55043 "P15 VOLUNTARY PCT - WF" ; +label variable ER55044 "P16 HOW BENEFIT FIGURED - WF" ; +label variable ER55045 "P17 WTR EMPLYR CONTRIB - WF" ; +label variable ER55046 "P18 AMT EMPLYR CONTRIB - WF" ; +label variable ER55047 "P18 EMPLYR AMT PER - WF" ; +label variable ER55048 "P18 PCT EMPLYR CONTRIB - WF" ; +label variable ER55049 "P19 AGE PENSION INCL EMPLYR CONTRIB - WF" ; +label variable ER55050 "P18B PCT EMP % OF EMPLOYEE CONTRIB-WF" ; +label variable ER55051 "P19CKPT WTR AGE 40+ - WF" ; +label variable ER55052 "P20 AMT IN PENSION ACCT NOW - WF" ; +label variable ER55053 "P20B WTR AMT GE 50,000 - WF" ; +label variable ER55054 "P20C WTR AMT GE 100,000 - WF" ; +label variable ER55055 "P20D WTR AMT GE 200,000 - WF" ; +label variable ER55056 "P20E WTR AMT GE 20,000 - WF" ; +label variable ER55057 "P20A HOW FUNDS INVESTED - WF" ; +label variable ER55058 "P22 CKPT: TYPE PENSION - WF" ; +label variable ER55059 "P22A AGE ELIGIBLE FOR FULL PNSN (YRS)-WF" ; +label variable ER55060 "P22B AGE ELIGIBLE FOR FULL PNSN (MOS)-WF" ; +label variable ER55061 "P22C AGE ELIGIBLE FOR ANY PNSN (YRS)-WF" ; +label variable ER55062 "P22D AGE ELIGIBLE FOR ANY PNSN (MOS)-WF" ; +label variable ER55063 "P32 AGE EXPECT RECEIVE BENEFITS-WF" ; +label variable ER55064 "P34 ESTIMATED BENEFIT AMT - WF" ; +label variable ER55065 "P34 ESTIMATED BENEFIT PER - WF" ; +label variable ER55066 "P34 ESTIMATED BENEFIT PCT - WF" ; +label variable ER55067 "P34F WTR GE 40% OF PAY - WF" ; +label variable ER55068 "P34G WTR GE 60% OF PAY - WF" ; +label variable ER55069 "P34H WTR GE 80% OF PAY - WF" ; +label variable ER55070 "P34J WTR GE 20% OF PAY - WF" ; +label variable ER55071 "P39 USUAL RETIREMNT AGE OF OTRS - WF" ; +label variable ER55072 "P39 USUAL # YRS OTRS RETIRE - WF" ; +label variable ER55073 "P40CKPT WTR AGE 40+ - WF" ; +label variable ER55074 "P40 AGE PLAN STOP WORK - WF" ; +label variable ER55075 "P40 IN HOW MANY YRS PLAN STOP WORK - WF" ; +label variable ER55076 "P42CKPT WTR WK/LAYOFF/SICK/LEAVE-WF" ; +label variable ER55077 "P42 WTR TAX-DEFER PLAN - WF" ; +label variable ER55078 "P43 WTR EMPLYR CONTRIB - WF" ; +label variable ER55079 "P44 AMT EMPLYR CONTRIB - WF" ; +label variable ER55080 "P44 EMPLYR CONTRIB PER - WF" ; +label variable ER55081 "P44 PCT EMPLYR CONTRIB OF PAY - WF" ; +label variable ER55082 "P44B PCT EMP % OF EMPLOYEE CONTRIB-WF" ; +label variable ER55083 "P45 WTR PNSN W/PREV EMPLYR - WF" ; +label variable ER55084 "P45A NUMBER OF PNSN W/PREV EMPLYR-WF" ; +label variable ER55085 "P46 TYPE PREV PENSION-#1 - WF" ; +label variable ER55086 "P47 ACCT AMT WHEN LEFT PREV EMP-#1 - WF" ; +label variable ER55087 "P47B WTR AMT GE 20,000-#1 - WF" ; +label variable ER55088 "P47C WTR AMT GE 50,000-#1 - WF" ; +label variable ER55089 "P47D WTR AMT GE 150,000-#1 - WF" ; +label variable ER55090 "P47E WTR AMT GE 5,000-#1 - WF" ; +label variable ER55091 "P48 WHAT DID W/PREV PNSN-#1 - WF" ; +label variable ER55092 "P49 AMT NOW PREV PNSN ACCT-#1 - WF" ; +label variable ER55093 "P49B WTR AMT GE 50,000-#1 - WF" ; +label variable ER55094 "P49C WTR AMT GE 100,000-#1 - WF" ; +label variable ER55095 "P49D WTR AMT GE 200,000-#1 - WF" ; +label variable ER55096 "P49E WTR AMT GE 20,000-#1 - WF" ; +label variable ER55097 "P50 AGE REC IF ANNUITY-#1 - WF" ; +label variable ER55098 "P51 AMT PREV ANNUITY-#1 - WF" ; +label variable ER55099 "P51 PREV ANNUITY PER-#1 - WF" ; +label variable ER55100 "P51B WTR AMT GE 400 PER MONTH-#1 - WF" ; +label variable ER55101 "P51C WTR AMT GE 1,200 PER MONTH-#1 - WF" ; +label variable ER55102 "P51D WTR AMT GE 1,600 PER MONTH-#1 - WF" ; +label variable ER55103 "P51E WTR AMT GE 200 PER MONTH-#1 - WF" ; +label variable ER55104 "P52 STATUS PREV PNSN MEN1-#1 - WF" ; +label variable ER55105 "P52 STATUS PREV PNSN MEN2-#1 - WF" ; +label variable ER55106 "P52 STATUS PREV PNSN MEN3-#1 - WF" ; +label variable ER55107 "P52 STATUS PREV PNSN MEN4-#1 - WF" ; +label variable ER55108 "P52 STATUS PREV PNSN MEN5-#1 - WF" ; +label variable ER55109 "P52 STATUS PREV PNSN MEN6-#1 - WF" ; +label variable ER55110 "P53 YR REC PREV PNSN-#1 - WF" ; +label variable ER55111 "P54 PREV PNSN BENEFIT AMT-#1 - WF" ; +label variable ER55112 "P54 BENEFIT PER-#1 - WF" ; +label variable ER55113 "P54B WTR AMT GE 400 PER MONTH-#1 - WF" ; +label variable ER55114 "P54C WTR AMT GE 1,200 PER MONTH-#1 - WF" ; +label variable ER55115 "P54D WTR AMT GE 1,600 PER MONTH-#1 - WF" ; +label variable ER55116 "P54E WTR AMT GE 200 PER MONTH-#1 - WF" ; +label variable ER55117 "P55 WTR BENEFITS COLA-#1 - WF" ; +label variable ER55118 "P56 WTR BENEFITS EVER COLA-#1 - WF" ; +label variable ER55119 "P57 PREV PNSN CASH SETTLEMNT AMT-#1 - WF" ; +label variable ER55120 "P57B WTR AMT GE 6,000-#1 - WF" ; +label variable ER55121 "P57C WTR AMT GE 60,000-#1 - WF" ; +label variable ER55122 "P57D WTR AMT GE 250,000-#1 - WF" ; +label variable ER55123 "P57E WTR AMT GE 2,000-#1 - WF" ; +label variable ER55124 "P58 WHAT DID W/CASH MEN1-#1 - WF" ; +label variable ER55125 "P58 WHAT DID W/CASH MEN2-#1 - WF" ; +label variable ER55126 "P58 WHAT DID W/CASH MEN3-#1 - WF" ; +label variable ER55127 "P58 WHAT DID W/CASH MEN4-#1 - WF" ; +label variable ER55128 "P58 WHAT DID W/CASH MEN5-#1 - WF" ; +label variable ER55129 "P58 WHAT DID W/CASH MEN6-#1 - WF" ; +label variable ER55130 "P59 PREV PNSN IRA AMT-#1 - WF" ; +label variable ER55131 "P59B WTR AMT GE 6,000-#1 - WF" ; +label variable ER55132 "P59C WTR AMT GE 60,000-#1 - WF" ; +label variable ER55133 "P59D WTR AMT GE 250,000-#1 - WF" ; +label variable ER55134 "P59E WTR AMT GE 2,000-#1 - WF" ; +label variable ER55135 "P60 # YRS IN PREV PLAN-#1 - WF" ; +label variable ER55136 "P61 AGE EXPECT REC PREV PNSN-#1 - WF" ; +label variable ER55137 "P62 AMT EXPECT REC PREV PNSN-#1 - WF" ; +label variable ER55138 "P62 PREV PNSN PER-#1 - WF" ; +label variable ER55139 "P62 PCT EXPECT REC PREV PNSN-#1 - WF" ; +label variable ER55140 "P62F WTR GE 40% OF PAY #1 - WF" ; +label variable ER55141 "P62G WTR GE 60% OF PAY #1 - WF" ; +label variable ER55142 "P62H WTR GE 80% OF PAY #1 - WF" ; +label variable ER55143 "P62J WTR GE 20% OF PAY #1 - WF" ; +label variable ER55144 "P62K PAY WHEN LEFT JOB #1 -WF" ; +label variable ER55145 "P62K PER WHEN LEFT JOB #1 -WF" ; +label variable ER55146 "P63 ACCT AMT WHEN LEFT PREV EMP-#1 - WF" ; +label variable ER55147 "P63B WTR AMT GE 20,000-#1 - WF" ; +label variable ER55148 "P63C WTR AMT GE 50,000-#1 - WF" ; +label variable ER55149 "P63D WTR AMT GE 150,000-#1 - WF" ; +label variable ER55150 "P63E WTR AMT GE 5,000-#1 - WF" ; +label variable ER55151 "P64 WHAT DID W/PREV PNSN-#1 - WF" ; +label variable ER55152 "P65 ACCT AMT PREV PNSN NOW-#1 - WF" ; +label variable ER55153 "P65B WTR AMT GE 50,000-#1 - WF" ; +label variable ER55154 "P65C WTR AMT GE 100,000-#1 - WF" ; +label variable ER55155 "P65D WTR AMT GE 200,000-#1 - WF" ; +label variable ER55156 "P65E WTR AMT GE 20,000-#1 - WF" ; +label variable ER55157 "P66 AGE BEGAN REC ANNUITY-#1 - WF" ; +label variable ER55158 "P67 AMT PREV ANNUITY-#1 - WF" ; +label variable ER55159 "P67 PREV ANNUITY PER-#1 - WF" ; +label variable ER55160 "P67B WTR AMT GE 400 PER MONTH-#1 - WF" ; +label variable ER55161 "P67C WTR AMT GE 1,200 PER MONTH-#1 - WF" ; +label variable ER55162 "P67D WTR AMT GE 1,600 PER MONTH-#1 - WF" ; +label variable ER55163 "P67E WTR AMT GE 200 PER MONTH-#1 - WF" ; +label variable ER55164 "P69 WTR SECOND PREV PENSION - WF" ; +label variable ER55165 "P46 TYPE PREV PENSION-#2 - WF" ; +label variable ER55166 "P47 ACCT AMT WHEN LEFT PREV EMP-#2 - WF" ; +label variable ER55167 "P47B WTR AMT GE 20,000-#2 - WF" ; +label variable ER55168 "P47C WTR AMT GE 50,000-#2 - WF" ; +label variable ER55169 "P47D WTR AMT GE 150,000-#2 - WF" ; +label variable ER55170 "P47E WTR AMT GE 5,000-#2 - WF" ; +label variable ER55171 "P48 WHAT DID W/PREV PNSN-#2 - WF" ; +label variable ER55172 "P49 AMT NOW PREV PNSN ACCT-#2 - WF" ; +label variable ER55173 "P49B WTR AMT GE 50,000-#2 - WF" ; +label variable ER55174 "P49C WTR AMT GE 100,000-#2 - WF" ; +label variable ER55175 "P49D WTR AMT GE 200,000-#2 - WF" ; +label variable ER55176 "P49E WTR AMT GE 20,000-#2 - WF" ; +label variable ER55177 "P50 AGE REC IF ANNUITY-#2 - WF" ; +label variable ER55178 "P51 AMT PREV ANNUITY-#2 - WF" ; +label variable ER55179 "P51 PREV ANNUITY PER-#2 - WF" ; +label variable ER55180 "P51B WTR AMT GE 400 PER MONTH-#2 - WF" ; +label variable ER55181 "P51C WTR AMT GE 1,200 PER MONTH-#2 - WF" ; +label variable ER55182 "P51D WTR AMT GE 1,600 PER MONTH-#2 - WF" ; +label variable ER55183 "P51E WTR AMT GE 200 PER MONTH-#2 - WF" ; +label variable ER55184 "P52 STATUS PREV PNSN MEN1-#2 - WF" ; +label variable ER55185 "P52 STATUS PREV PNSN MEN2-#2 - WF" ; +label variable ER55186 "P52 STATUS PREV PNSN MEN3-#2 - WF" ; +label variable ER55187 "P52 STATUS PREV PNSN MEN4-#2 - WF" ; +label variable ER55188 "P52 STATUS PREV PNSN MEN5-#2 - WF" ; +label variable ER55189 "P52 STATUS PREV PNSN MEN6-#2 - WF" ; +label variable ER55190 "P53 YR REC PREV PNSN-#2 - WF" ; +label variable ER55191 "P54 PREV PNSN BENEFIT AMT-#2 - WF" ; +label variable ER55192 "P54 BENEFIT PER-#2 - WF" ; +label variable ER55193 "P54B WTR AMT GE 400 PER MONTH-#2 - WF" ; +label variable ER55194 "P54C WTR AMT GE 1,200 PER MONTH-#2 - WF" ; +label variable ER55195 "P54D WTR AMT GE 1,600 PER MONTH-#2 - WF" ; +label variable ER55196 "P54E WTR AMT GE 200 PER MONTH-#2 - WF" ; +label variable ER55197 "P55 WTR BENEFITS COLA-#2 - WF" ; +label variable ER55198 "P56 WTR BENEFITS EVER COLA-#2 - WF" ; +label variable ER55199 "P57 PREV PNSN CASH SETTLEMNT AMT-#2 - WF" ; +label variable ER55200 "P57B WTR AMT GE 6,000-#2 - WF" ; +label variable ER55201 "P57C WTR AMT GE 60,000-#2 - WF" ; +label variable ER55202 "P57D WTR AMT GE 250,000-#2 - WF" ; +label variable ER55203 "P57E WTR AMT GE 2,000-#2 - WF" ; +label variable ER55204 "P58 WHAT DID W/CASH MEN1-#2 - WF" ; +label variable ER55205 "P58 WHAT DID W/CASH MEN2-#2 - WF" ; +label variable ER55206 "P58 WHAT DID W/CASH MEN3-#2 - WF" ; +label variable ER55207 "P58 WHAT DID W/CASH MEN4-#2 - WF" ; +label variable ER55208 "P58 WHAT DID W/CASH MEN5-#2 - WF" ; +label variable ER55209 "P58 WHAT DID W/CASH MEN6-#2 - WF" ; +label variable ER55210 "P59 PREV PNSN IRA AMT-#2 - WF" ; +label variable ER55211 "P59B WTR AMT GE 6,000-#2 - WF" ; +label variable ER55212 "P59C WTR AMT GE 60,000-#2 - WF" ; +label variable ER55213 "P59D WTR AMT GE 250,000-#2 - WF" ; +label variable ER55214 "P59E WTR AMT GE 2,000-#2 - WF" ; +label variable ER55215 "P60 # YRS IN PREV PLAN-#2 - WF" ; +label variable ER55216 "P61 AGE EXPECT REC PREV PNSN-#2 - WF" ; +label variable ER55217 "P62 AMT EXPECT REC PREV PNSN-#2 - WF" ; +label variable ER55218 "P62 PREV PNSN PER-#2 - WF" ; +label variable ER55219 "P62 PCT EXPECT REC PREV PNSN-#2 - WF" ; +label variable ER55220 "P62F WTR GE 40% OF PAY #2 - WF" ; +label variable ER55221 "P62G WTR GE 60% OF PAY #2 - WF" ; +label variable ER55222 "P62H WTR GE 80% OF PAY #2 - WF" ; +label variable ER55223 "P62J WTR GE 20% OF PAY #2 - WF" ; +label variable ER55224 "P62K PAY WHEN LEFT JOB #2 -WF" ; +label variable ER55225 "P62K PER WHEN LEFT JOB #2 -WF" ; +label variable ER55226 "P63 ACCT AMT WHEN LEFT PREV EMP-#2 - WF" ; +label variable ER55227 "P63B WTR AMT GE 20,000-#2 - WF" ; +label variable ER55228 "P63C WTR AMT GE 50,000-#2 - WF" ; +label variable ER55229 "P63D WTR AMT GE 150,000-#2 - WF" ; +label variable ER55230 "P63E WTR AMT GE 5,000-#2 - WF" ; +label variable ER55231 "P64 WHAT DID W/PREV PNSN-#2 - WF" ; +label variable ER55232 "P65 ACCT AMT PREV PNSN NOW-#2 - WF" ; +label variable ER55233 "P65B WTR AMT GE 50,000-#2 - WF" ; +label variable ER55234 "P65C WTR AMT GE 100,000-#2 - WF" ; +label variable ER55235 "P65D WTR AMT GE 200,000-#2 - WF" ; +label variable ER55236 "P65E WTR AMT GE 20,000-#2 - WF" ; +label variable ER55237 "P66 AGE BEGAN REC ANNUITY-#2 - WF" ; +label variable ER55238 "P67 AMT PREV ANNUITY-#2 - WF" ; +label variable ER55239 "P67 PREV ANNUITY PER-#2 - WF" ; +label variable ER55240 "P67B WTR AMT GE 400 PER MONTH-#2 - WF" ; +label variable ER55241 "P67C WTR AMT GE 1,200 PER MONTH-#2 - WF" ; +label variable ER55242 "P67D WTR AMT GE 1,600 PER MONTH-#2 - WF" ; +label variable ER55243 "P67E WTR AMT GE 200 PER MONTH-#2 - WF" ; +label variable ER55244 "H1 HEALTH STATUS-HEAD" ; +label variable ER55245 "H1A WTR HLTH BETTER/WORSE-HEAD" ; +label variable ER55246 "H1B WTR HEALTH BETTER-HEAD" ; +label variable ER55247 "H1C WTR HEALTH WORSE-HEAD" ; +label variable ER55248 "H2 WTR LIMIT TYPE/AMT WRK- HEAD" ; +label variable ER55249 "H3 WTR UNABLE TO DO SOME TYPES WORK-HD" ; +label variable ER55250 "H4 WTR LIMIT AMT WRK CAN DO-HEAD" ; +label variable ER55251 "H5A WTR HAD STROKE-HEAD" ; +label variable ER55252 "H5A WTR EDITED-HEAD" ; +label variable ER55253 "H6A1 AGE AT FIRST STROKE-HEAD" ; +label variable ER55254 "H6A2 WTR SECOND STROKE-HEAD" ; +label variable ER55255 "H7A WTR STROKE LIMIT DAILY ACTIVITY-HD" ; +label variable ER55256 "H7A2 WTR TAKING MEDS FOR STROKE-HD" ; +label variable ER55257 "H5B WTR HEART ATTACK-HEAD" ; +label variable ER55258 "H5B WTR EDITED-HEAD" ; +label variable ER55259 "H6B1 AGE AT FIRST HEART ATTACK-HD" ; +label variable ER55260 "H6B2 WTR SECOND HEART ATTACK-HD" ; +label variable ER55261 "H7B WTR HEART ATTACK LIMIT ACTIVITY-HD" ; +label variable ER55262 "H7B2 WTR TAKING MEDS FOR HEART ATTACK-HD" ; +label variable ER55263 "H5C WTR HEART DISEASE-HEAD" ; +label variable ER55264 "H5C WTR EDITED-HEAD" ; +label variable ER55265 "H6C1 AGE FIRST HAD HEART DISEASE-HD" ; +label variable ER55266 "H7C WTR HRT DISEASE LIMIT ACTIVITY-HD" ; +label variable ER55267 "H7C2 WTR TAKING MEDS HEART DISEASE-HD" ; +label variable ER55268 "H5D WTR HYPERTENSION-HEAD" ; +label variable ER55269 "H5D WTR EDITED-HEAD" ; +label variable ER55270 "H6D1 AGE FIRST HAD HYPERTENSION-HD" ; +label variable ER55271 "H7D WTR HYPERTENSION LIMIT ACTIVITY-HD" ; +label variable ER55272 "H7D2 WTR TAKING MEDS FOR HYPERTENSION-HD" ; +label variable ER55273 "H5E WTR ASTHMA-HEAD" ; +label variable ER55274 "H5E WTR EDITED-HEAD" ; +label variable ER55275 "H6E1 AGE FIRST HAD ASTHMA-HEAD" ; +label variable ER55276 "H7E WTR ASTHMA LIMIT DAILY ACTIVITY-HD" ; +label variable ER55277 "H7E2 WTR TAKING MEDS FOR ASTHMA-HD" ; +label variable ER55278 "H5F WTR LUNG DISEASE-HEAD" ; +label variable ER55279 "H5F WTR EDITED-HEAD" ; +label variable ER55280 "H6F1 AGE FIRST HAD LUNG DISEASE-HD" ; +label variable ER55281 "H7F WTR LUNG DISEASE LIMIT ACTIVITY-HD" ; +label variable ER55282 "H7F2 WTR TAKING MEDS FOR LUNG DISEASE-HD" ; +label variable ER55283 "H5G WTR DIABETES-HEAD" ; +label variable ER55284 "H5G WTR EDITED-HEAD" ; +label variable ER55285 "H6G1 AGE FIRST HAD DIABETES-HEAD" ; +label variable ER55286 "H7G WTR DIABETES LIMIT ACTIVITY-HD" ; +label variable ER55287 "H7G2 WTR TAKING MEDS FOR DIABETES-HD" ; +label variable ER55288 "H5H WTR ARTHRITIS-HEAD" ; +label variable ER55289 "H5H WTR EDITED-HEAD" ; +label variable ER55290 "H6H1 AGE FIRST HAD ARTHRITIS-HEAD" ; +label variable ER55291 "H7H WTR ARTHRITIS LIMIT ACTIVITY-HD" ; +label variable ER55292 "H7H2 WTR TAKING MEDS FOR ARTHRITIS-HD" ; +label variable ER55293 "H5I WTR MEMORY LOSS-HEAD" ; +label variable ER55294 "H5I WTR EDITED-HEAD" ; +label variable ER55295 "H6I1 AGE FIRST HAD MEMORY LOSS-HD" ; +label variable ER55296 "H7I WTR MEMORY LOSS LIMIT ACTIVITY-HD" ; +label variable ER55297 "H7I2 WTR TAKING MEDS FOR MEMORY LOSS-HD" ; +label variable ER55298 "H5J WTR LEARNING DISORDER-HEAD" ; +label variable ER55299 "H5J WTR EDITED-HEAD" ; +label variable ER55300 "H6J1 AGE FIRST HAD LRNG DISORDER-HD" ; +label variable ER55301 "H7J WTR LRNG DISORDR LIMIT ACTIVITY-HD" ; +label variable ER55302 "H7J2 WTR TAKING MEDS FOR LRNG DISORDR-HD" ; +label variable ER55303 "H5K WTR CANCER-HEAD" ; +label variable ER55304 "H6K1 AGE FIRST HAD CANCER-HEAD" ; +label variable ER55305 "H6K3 WTR TREATING, RMSSN, OR CURED-HD" ; +label variable ER55306 "H6K4 TYPE OF CANCER MENTION 1-HEAD" ; +label variable ER55307 "H6K4 WTR EDITED (MEN 1)-HEAD" ; +label variable ER55308 "H6K4 TYPE OF CANCER MENTION 2-HEAD" ; +label variable ER55309 "H6K4 WTR EDITED (MEN 2)-HEAD" ; +label variable ER55310 "H7K WTR CANCER LIMIT ACTIVITY-HEAD" ; +label variable ER55311 "H5L WTR PSYCH PROBLEM-HEAD" ; +label variable ER55312 "H6L1 AGE FIRST HAD PSYCH PROB-HEAD" ; +label variable ER55313 "H6L2 TYPE OF PSYCH PROB MENTION 1-HD" ; +label variable ER55314 "H6L2 WTR EDITED (MEN1) -HEAD" ; +label variable ER55315 "H6L2 TYPE OF PSYCH PROB MENTION 2-HD" ; +label variable ER55316 "H6L2 WTR EDITED (MEN2) -HEAD" ; +label variable ER55317 "H6L2 TYPE OF PSYCH PROB MENTION 3-HD" ; +label variable ER55318 "H6L2 WTR EDITED (MEN3) -HEAD" ; +label variable ER55319 "H7L WTR PSYCH PROB LIMIT ACTIVITY-HD" ; +label variable ER55320 "H7L2 WTR TAKING MEDS FOR NERVES-HD" ; +label variable ER55321 "H5M WTR OTR CHRONIC CONDITION-HD" ; +label variable ER55322 "H6M1 TYPE OTR CHRONIC CONDITION-HD" ; +label variable ER55323 "H6M2 AGE FIRST HAD CHRON COND-HEAD" ; +label variable ER55324 "H7M WTR CHRON COND LIMIT ACTIVITY-HD" ; +label variable ER55325 "H7M2 WTR TAKING MEDS FOR OTR CHRON-HD" ; +label variable ER55326 "H8 WTR HOSPITALIZED IN 2012-HEAD" ; +label variable ER55327 "H8A # NIGHTS IN HOSPITAL-HEAD" ; +label variable ER55328 "H8A # WEEKS IN HOSPITAL-HEAD" ; +label variable ER55329 "H9A WTR PROBLEM BATHING-HEAD" ; +label variable ER55330 "H10A1 WTR SOMEONE HELPS BATHE-HD" ; +label variable ER55331 "H10A2 WTR NEED EQUIP TO BATHE-HD" ; +label variable ER55332 "H9B WTR PROBLEM DRESSING-HEAD" ; +label variable ER55333 "H10B1 WTR SOMEONE HELPS DRESS-HD" ; +label variable ER55334 "H10B2 WTR NEED EQUIP TO DRESS-HD" ; +label variable ER55335 "H9C WTR PROBLEM EATING-HEAD" ; +label variable ER55336 "H10C1 WTR SOMEONE HELPS EATNG-HD" ; +label variable ER55337 "H10C2 WTR NEED EQUIP TO EAT-HD" ; +label variable ER55338 "H9D WTR PROB GET IN/OUT BED/CHAIR-HD" ; +label variable ER55339 "H10D1 WTR SOMEONE HELPS BED/CHAIR-HD" ; +label variable ER55340 "H10D2 WTR NEED EQUIP FOR BED/CHAIR-HD" ; +label variable ER55341 "H9E WTR PROBLEM WALKING-HEAD" ; +label variable ER55342 "H10E1 WTR SOMEONE HELPS WALK-HD" ; +label variable ER55343 "H10E2 WTR NEED EQUIP TO WALK-HD" ; +label variable ER55344 "H9F WTR PROBLEM GETTING OUTSIDE-HD" ; +label variable ER55345 "H10F1 WTR SOMEONE HELPS GET OUT-HD" ; +label variable ER55346 "H10F2 WTR NEED EQUIP TO GO OUTSIDE-HD" ; +label variable ER55347 "H9G WTR PROBLEM USE TOILET-HD" ; +label variable ER55348 "H10G1 WTR SOMEONE HELPS TOILET-HD" ; +label variable ER55349 "H10G2 WTR NEED EQUIP TO USE TOILET-HD" ; +label variable ER55350 "H11A WTR DIFFICULT PREPARE MEALS-HD" ; +label variable ER55351 "H11B HEALTH/PHYSICAL PROBLEM?-HD" ; +label variable ER55352 "H11C WTR DIFFICULT SHOPPING-HD" ; +label variable ER55353 "H11D HEALTH/PHYSICAL PROBLEM?-HD" ; +label variable ER55354 "H11E WTR DIFFICULT MANAGE MONEY-HD" ; +label variable ER55355 "H11F HEALTH/PHYSICAL PROBLEM?-HD" ; +label variable ER55356 "H11G WTR TELEPHONE DIFFICULT-HD" ; +label variable ER55357 "H11H HEALTH/PHYSICAL PROBLEM?-HD" ; +label variable ER55358 "H11J WTR HEAVY HSWRK DIFFICULT-HD" ; +label variable ER55359 "H11K HEALTH/PHYSICAL PROBLEM?-HD" ; +label variable ER55360 "H11L WTR LIGHT HSWRK DIFFICULT-HD" ; +label variable ER55361 "H11M HEALTH/PHYSICAL PROBLEM?-HD" ; +label variable ER55362 "H12A FREQ OF HVY PHYSICAL ACTIVITY-HD" ; +label variable ER55363 "H12A TIME UNIT FOR HVY PHYS ACTIVITY-HD" ; +label variable ER55364 "H12B FREQ OF LITE PHYSICAL ACTIVITY-HD" ; +label variable ER55365 "H12B TIME UNIT FOR LITE PHYS ACTIVITY-HD" ; +label variable ER55366 "H12C FREQ OF STRENGTH PHYS ACTIVITY-HD" ; +label variable ER55367 "H12C TIME UNIT STRNGTH PHYS ACTVTY-HD" ; +label variable ER55368 "H13 WTR SMOKE CIGARETTES-HD" ; +label variable ER55369 "H14 # CIGARETTES PER DAY-HD" ; +label variable ER55370 "H15 AGE WHEN FIRST SMOKED-HD" ; +label variable ER55371 "H16 WTR EVER SMOKED CIGARETTES-HD" ; +label variable ER55372 "H17 # CIGARETTES PER DAY-HD" ; +label variable ER55373 "H18 AGE LAST SMOKED REGULARLY-HD" ; +label variable ER55374 "H19 AGE FIRST SMOKED REGULARLY-HD" ; +label variable ER55375 "H20 WTR DRINK ALCOHOL-HEAD" ; +label variable ER55376 "H21A HOW OFTEN HAVE DRINKS-HD" ; +label variable ER55377 "H21B # ALCOHOLIC DRINKS PER DAY-HD" ; +label variable ER55378 "H21C # DAYS HAD 4-5 DRINKS-HEAD" ; +label variable ER55379 "H22 WEIGHT IN POUNDS-HEAD" ; +label variable ER55380 "H22 WEIGHT IN KILOS-HEAD" ; +label variable ER55381 "H23 HEIGHT-FEET-HEAD" ; +label variable ER55382 "H23 HEIGHT-INCHES-HEAD" ; +label variable ER55383 "H23 HEIGHT IN METERS-HEAD" ; +label variable ER55384 "H25H HEALTH STATUS B4 AGE 17--HD" ; +label variable ER55385 "H26H WTR MISSED MO OR MORE SCHOOL--HD" ; +label variable ER55386 "H27H WTR MEASLES B4 AGE 17--HD" ; +label variable ER55387 "H28H WTR MUMPS B4 AGE 17--HD" ; +label variable ER55388 "H29H WTR CHICKEN POX B4 AGE 17--HD" ; +label variable ER55389 "H30H WTR DIFF SEEING B4 AGE 17--HD" ; +label variable ER55390 "H31H PARENTS SMOKED B4 HD AGE 17?--HD" ; +label variable ER55391 "H32H WTR ASTHMA B4 AGE 17--HD" ; +label variable ER55392 "H33H WTR DIABETES B4 AGE 17--HD" ; +label variable ER55393 "H34H WTR RESP DIS B4 AGE 17--HD" ; +label variable ER55394 "H35H WTR SPCH IMPAIR B4 AGE 17--HD" ; +label variable ER55395 "H36H WTR ALLERGY B4 AGE 17--HD" ; +label variable ER55396 "H37H WTR HEART TRBL B4 AGE 17--HD" ; +label variable ER55397 "H38H WTR EAR PROB B4 AGE 17--HD" ; +label variable ER55398 "H39H WTR EPILEPSY B4 AGE 17--HD" ; +label variable ER55399 "H40H WTR HEADACHE B4 AGE 17--HD" ; +label variable ER55400 "H41H WTR STOM PROB B4 AGE 17--HD" ; +label variable ER55401 "H42H WTR HGH BLOOD PR B4 AGE 17--HD" ; +label variable ER55402 "H43H WTR DEPRESSION B4 AGE 17--HD" ; +label variable ER55403 "H44H WTR DRUG/AL PROB B4 AGE 17--HD" ; +label variable ER55404 "H45H WTR OTR PSYCH PROB B4 AGE 17--HD" ; +label variable ER55405 "HEHC SLF RPT: YEAR 1ST REPORT--HD" ; +label variable ER55406 "HEHC SLF RPT: PAR SEP B4 AGE 1--HD" ; +label variable ER55407 "HEHC SLF RPT: PAR SEP AGE 1--HD" ; +label variable ER55408 "HEHC SLF RPT: PAR SEP AGE 2--HD" ; +label variable ER55409 "HEHC SLF RPT: PAR SEP AGE 3--HD" ; +label variable ER55410 "HEHC SLF RPT: PAR SEP AGE 4--HD" ; +label variable ER55411 "HEHC SLF RPT: PAR SEP AGE 5--HD" ; +label variable ER55412 "HEHC SLF RPT: PAR SEP AGE 6--HD" ; +label variable ER55413 "HEHC SLF RPT: PAR SEP AGE 7--HD" ; +label variable ER55414 "HEHC SLF RPT: PAR SEP AGE 8--HD" ; +label variable ER55415 "HEHC SLF RPT: PAR SEP AGE 9--HD" ; +label variable ER55416 "HEHC SLF RPT: PAR SEP AGE 10--HD" ; +label variable ER55417 "HEHC SLF RPT: PAR SEP AGE 11--HD" ; +label variable ER55418 "HEHC SLF RPT: PAR SEP AGE 12--HD" ; +label variable ER55419 "HEHC SLF RPT: PAR SEP AGE 13--HD" ; +label variable ER55420 "HEHC SLF RPT: PAR SEP AGE 14--HD" ; +label variable ER55421 "HEHC SLF RPT: PAR SEP AGE 15--HD" ; +label variable ER55422 "HEHC SLF RPT: PAR SEP AGE 16--HD" ; +label variable ER55423 "HEHC SLF RPT: MOVE B4 AGE 1--HD" ; +label variable ER55424 "HEHC SLF RPT: MOVE AGE 1--HD" ; +label variable ER55425 "HEHC SLF RPT: MOVE AGE 2--HD" ; +label variable ER55426 "HEHC SLF RPT: MOVE AGE 3--HD" ; +label variable ER55427 "HEHC SLF RPT: MOVE AGE 4--HD" ; +label variable ER55428 "HEHC SLF RPT: MOVE AGE 5--HD" ; +label variable ER55429 "HEHC SLF RPT: MOVE AGE 6--HD" ; +label variable ER55430 "HEHC SLF RPT: MOVE AGE 7--HD" ; +label variable ER55431 "HEHC SLF RPT: MOVE AGE 8--HD" ; +label variable ER55432 "HEHC SLF RPT: MOVE AGE 9--HD" ; +label variable ER55433 "HEHC SLF RPT: MOVE AGE 10--HD" ; +label variable ER55434 "HEHC SLF RPT: MOVE AGE 11--HD" ; +label variable ER55435 "HEHC SLF RPT: MOVE AGE 12--HD" ; +label variable ER55436 "HEHC SLF RPT: MOVE AGE 13--HD" ; +label variable ER55437 "HEHC SLF RPT: MOVE AGE 14--HD" ; +label variable ER55438 "HEHC SLF RPT: MOVE AGE 15--HD" ; +label variable ER55439 "HEHC SLF RPT: MOVE AGE 16--HD" ; +label variable ER55440 "HEHC SLF RPT: SCHOOL B4 AGE 1--HD" ; +label variable ER55441 "HEHC SLF RPT: SCHOOL AGE 1--HD" ; +label variable ER55442 "HEHC SLF RPT: SCHOOL AGE 2--HD" ; +label variable ER55443 "HEHC SLF RPT: SCHOOL AGE 3--HD" ; +label variable ER55444 "HEHC SLF RPT: SCHOOL AGE 4--HD" ; +label variable ER55445 "HEHC SLF RPT: SCHOOL AGE 5--HD" ; +label variable ER55446 "HEHC SLF RPT: SCHOOL AGE 6--HD" ; +label variable ER55447 "HEHC SLF RPT: SCHOOL AGE 7--HD" ; +label variable ER55448 "HEHC SLF RPT: SCHOOL AGE 8--HD" ; +label variable ER55449 "HEHC SLF RPT: SCHOOL AGE 9--HD" ; +label variable ER55450 "HEHC SLF RPT: SCHOOL AGE 10--HD" ; +label variable ER55451 "HEHC SLF RPT: SCHOOL AGE 11--HD" ; +label variable ER55452 "HEHC SLF RPT: SCHOOL AGE 12--HD" ; +label variable ER55453 "HEHC SLF RPT: SCHOOL AGE 13--HD" ; +label variable ER55454 "HEHC SLF RPT: SCHOOL AGE 14--HD" ; +label variable ER55455 "HEHC SLF RPT: SCHOOL AGE 15--HD" ; +label variable ER55456 "HEHC SLF RPT: SCHOOL AGE 16--HD" ; +label variable ER55457 "HEHC SLF RPT: ASTHMA B4 AGE 1--HD" ; +label variable ER55458 "HEHC SLF RPT: ASTHMA AGE 1--HD" ; +label variable ER55459 "HEHC SLF RPT: ASTHMA AGE 2--HD" ; +label variable ER55460 "HEHC SLF RPT: ASTHMA AGE 3--HD" ; +label variable ER55461 "HEHC SLF RPT: ASTHMA AGE 4--HD" ; +label variable ER55462 "HEHC SLF RPT: ASTHMA AGE 5--HD" ; +label variable ER55463 "HEHC SLF RPT: ASTHMA AGE 6--HD" ; +label variable ER55464 "HEHC SLF RPT: ASTHMA AGE 7--HD" ; +label variable ER55465 "HEHC SLF RPT: ASTHMA AGE 8--HD" ; +label variable ER55466 "HEHC SLF RPT: ASTHMA AGE 9--HD" ; +label variable ER55467 "HEHC SLF RPT: ASTHMA AGE 10--HD" ; +label variable ER55468 "HEHC SLF RPT: ASTHMA AGE 11--HD" ; +label variable ER55469 "HEHC SLF RPT: ASTHMA AGE 12--HD" ; +label variable ER55470 "HEHC SLF RPT: ASTHMA AGE 13--HD" ; +label variable ER55471 "HEHC SLF RPT: ASTHMA AGE 14--HD" ; +label variable ER55472 "HEHC SLF RPT: ASTHMA AGE 15--HD" ; +label variable ER55473 "HEHC SLF RPT: ASTHMA AGE 16--HD" ; +label variable ER55474 "HEHC SLF RPT: ASTHMA AGE 17+--HD" ; +label variable ER55475 "HEHC SLF RPT: AGE END ASTHMA--HD" ; +label variable ER55476 "HEHC SLF RPT: DIABETES B4 AGE 1--HD" ; +label variable ER55477 "HEHC SLF RPT: DIABETES AGE 1--HD" ; +label variable ER55478 "HEHC SLF RPT: DIABETES AGE 2--HD" ; +label variable ER55479 "HEHC SLF RPT: DIABETES AGE 3--HD" ; +label variable ER55480 "HEHC SLF RPT: DIABETES AGE 4--HD" ; +label variable ER55481 "HEHC SLF RPT: DIABETES AGE 5--HD" ; +label variable ER55482 "HEHC SLF RPT: DIABETES AGE 6--HD" ; +label variable ER55483 "HEHC SLF RPT: DIABETES AGE 7--HD" ; +label variable ER55484 "HEHC SLF RPT: DIABETES AGE 8--HD" ; +label variable ER55485 "HEHC SLF RPT: DIABETES AGE 9--HD" ; +label variable ER55486 "HEHC SLF RPT: DIABETES AGE 10--HD" ; +label variable ER55487 "HEHC SLF RPT: DIABETES AGE 11--HD" ; +label variable ER55488 "HEHC SLF RPT: DIABETES AGE 12--HD" ; +label variable ER55489 "HEHC SLF RPT: DIABETES AGE 13--HD" ; +label variable ER55490 "HEHC SLF RPT: DIABETES AGE 14--HD" ; +label variable ER55491 "HEHC SLF RPT: DIABETES AGE 15--HD" ; +label variable ER55492 "HEHC SLF RPT: DIABETES AGE 16--HD" ; +label variable ER55493 "HEHC SLF RPT: DIABETES AGE 17+--HD" ; +label variable ER55494 "HEHC SLF RPT: AGE END DIABETES--HD" ; +label variable ER55495 "HEHC SLF RPT: RESP DIS B4 AGE 1--HD" ; +label variable ER55496 "HEHC SLF RPT: RESP DIS AGE 1--HD" ; +label variable ER55497 "HEHC SLF RPT: RESP DIS AGE 2--HD" ; +label variable ER55498 "HEHC SLF RPT: RESP DIS AGE 3--HD" ; +label variable ER55499 "HEHC SLF RPT: RESP DIS AGE 4--HD" ; +label variable ER55500 "HEHC SLF RPT: RESP DIS AGE 5--HD" ; +label variable ER55501 "HEHC SLF RPT: RESP DIS AGE 6--HD" ; +label variable ER55502 "HEHC SLF RPT: RESP DIS AGE 7--HD" ; +label variable ER55503 "HEHC SLF RPT: RESP DIS AGE 8--HD" ; +label variable ER55504 "HEHC SLF RPT: RESP DIS AGE 9--HD" ; +label variable ER55505 "HEHC SLF RPT: RESP DIS AGE 10--HD" ; +label variable ER55506 "HEHC SLF RPT: RESP DIS AGE 11--HD" ; +label variable ER55507 "HEHC SLF RPT: RESP DIS AGE 12--HD" ; +label variable ER55508 "HEHC SLF RPT: RESP DIS AGE 13--HD" ; +label variable ER55509 "HEHC SLF RPT: RESP DIS AGE 14--HD" ; +label variable ER55510 "HEHC SLF RPT: RESP DIS AGE 15--HD" ; +label variable ER55511 "HEHC SLF RPT: RESP DIS AGE 16--HD" ; +label variable ER55512 "HEHC SLF RPT: RESP DIS AGE 17+--HD" ; +label variable ER55513 "HEHC SLF RPT: AGE END RESP DIS--HD" ; +label variable ER55514 "HEHC SLF RPT: SPCH IMPAIR B4 AGE 1--HD" ; +label variable ER55515 "HEHC SLF RPT: SPCH IMPAIR AGE 1--HD" ; +label variable ER55516 "HEHC SLF RPT: SPCH IMPAIR AGE 2--HD" ; +label variable ER55517 "HEHC SLF RPT: SPCH IMPAIR AGE 3--HD" ; +label variable ER55518 "HEHC SLF RPT: SPCH IMPAIR AGE 4--HD" ; +label variable ER55519 "HEHC SLF RPT: SPCH IMPAIR AGE 5--HD" ; +label variable ER55520 "HEHC SLF RPT: SPCH IMPAIR AGE 6--HD" ; +label variable ER55521 "HEHC SLF RPT: SPCH IMPAIR AGE 7--HD" ; +label variable ER55522 "HEHC SLF RPT: SPCH IMPAIR AGE 8--HD" ; +label variable ER55523 "HEHC SLF RPT: SPCH IMPAIR AGE 9--HD" ; +label variable ER55524 "HEHC SLF RPT: SPCH IMPAIR AGE 10--HD" ; +label variable ER55525 "HEHC SLF RPT: SPCH IMPAIR AGE 11--HD" ; +label variable ER55526 "HEHC SLF RPT: SPCH IMPAIR AGE 12--HD" ; +label variable ER55527 "HEHC SLF RPT: SPCH IMPAIR AGE 13--HD" ; +label variable ER55528 "HEHC SLF RPT: SPCH IMPAIR AGE 14--HD" ; +label variable ER55529 "HEHC SLF RPT: SPCH IMPAIR AGE 15--HD" ; +label variable ER55530 "HEHC SLF RPT: SPCH IMPAIR AGE 16--HD" ; +label variable ER55531 "HEHC SLF RPT: SPCH IMPAIR AGE 17+--HD" ; +label variable ER55532 "HEHC SLF RPT: AGE END SPCH IMPAIR--HD" ; +label variable ER55533 "HEHC SLF RPT: ALLERGY B4 AGE 1--HD" ; +label variable ER55534 "HEHC SLF RPT: ALLERGY AGE 1--HD" ; +label variable ER55535 "HEHC SLF RPT: ALLERGY AGE 2--HD" ; +label variable ER55536 "HEHC SLF RPT: ALLERGY AGE 3--HD" ; +label variable ER55537 "HEHC SLF RPT: ALLERGY AGE 4--HD" ; +label variable ER55538 "HEHC SLF RPT: ALLERGY AGE 5--HD" ; +label variable ER55539 "HEHC SLF RPT: ALLERGY AGE 6--HD" ; +label variable ER55540 "HEHC SLF RPT: ALLERGY AGE 7--HD" ; +label variable ER55541 "HEHC SLF RPT: ALLERGY AGE 8--HD" ; +label variable ER55542 "HEHC SLF RPT: ALLERGY AGE 9--HD" ; +label variable ER55543 "HEHC SLF RPT: ALLERGY AGE 10--HD" ; +label variable ER55544 "HEHC SLF RPT: ALLERGY AGE 11--HD" ; +label variable ER55545 "HEHC SLF RPT: ALLERGY AGE 12--HD" ; +label variable ER55546 "HEHC SLF RPT: ALLERGY AGE 13--HD" ; +label variable ER55547 "HEHC SLF RPT: ALLERGY AGE 14--HD" ; +label variable ER55548 "HEHC SLF RPT: ALLERGY AGE 15--HD" ; +label variable ER55549 "HEHC SLF RPT: ALLERGY AGE 16--HD" ; +label variable ER55550 "HEHC SLF RPT: ALLERGY AGE 17+--HD" ; +label variable ER55551 "HEHC SLF RPT: AGE END ALLERGY--HD" ; +label variable ER55552 "HEHC SLF RPT: HEART TRBL B4 AGE 1--HD" ; +label variable ER55553 "HEHC SLF RPT: HEART TRBL AGE 1--HD" ; +label variable ER55554 "HEHC SLF RPT: HEART TRBL AGE 2--HD" ; +label variable ER55555 "HEHC SLF RPT: HEART TRBL AGE 3--HD" ; +label variable ER55556 "HEHC SLF RPT: HEART TRBL AGE 4--HD" ; +label variable ER55557 "HEHC SLF RPT: HEART TRBL AGE 5--HD" ; +label variable ER55558 "HEHC SLF RPT: HEART TRBL AGE 6--HD" ; +label variable ER55559 "HEHC SLF RPT: HEART TRBL AGE 7--HD" ; +label variable ER55560 "HEHC SLF RPT: HEART TRBL AGE 8--HD" ; +label variable ER55561 "HEHC SLF RPT: HEART TRBL AGE 9--HD" ; +label variable ER55562 "HEHC SLF RPT: HEART TRBL AGE 10--HD" ; +label variable ER55563 "HEHC SLF RPT: HEART TRBL AGE 11--HD" ; +label variable ER55564 "HEHC SLF RPT: HEART TRBL AGE 12--HD" ; +label variable ER55565 "HEHC SLF RPT: HEART TRBL AGE 13--HD" ; +label variable ER55566 "HEHC SLF RPT: HEART TRBL AGE 14--HD" ; +label variable ER55567 "HEHC SLF RPT: HEART TRBL AGE 15--HD" ; +label variable ER55568 "HEHC SLF RPT: HEART TRBL AGE 16--HD" ; +label variable ER55569 "HEHC SLF RPT: HEART TRBL AGE 17+--HD" ; +label variable ER55570 "HEHC SLF RPT: AGE END HEART TRBL--HD" ; +label variable ER55571 "HEHC SLF RPT: EAR PROBS B4 AGE 1--HD" ; +label variable ER55572 "HEHC SLF RPT: EAR PROBS AGE 1--HD" ; +label variable ER55573 "HEHC SLF RPT: EAR PROBS AGE 2--HD" ; +label variable ER55574 "HEHC SLF RPT: EAR PROBS AGE 3--HD" ; +label variable ER55575 "HEHC SLF RPT: EAR PROBS AGE 4--HD" ; +label variable ER55576 "HEHC SLF RPT: EAR PROBS AGE 5--HD" ; +label variable ER55577 "HEHC SLF RPT: EAR PROBS AGE 6--HD" ; +label variable ER55578 "HEHC SLF RPT: EAR PROBS AGE 7--HD" ; +label variable ER55579 "HEHC SLF RPT: EAR PROBS AGE 8--HD" ; +label variable ER55580 "HEHC SLF RPT: EAR PROBS AGE 9--HD" ; +label variable ER55581 "HEHC SLF RPT: EAR PROBS AGE 10--HD" ; +label variable ER55582 "HEHC SLF RPT: EAR PROBS AGE 11--HD" ; +label variable ER55583 "HEHC SLF RPT: EAR PROBS AGE 12--HD" ; +label variable ER55584 "HEHC SLF RPT: EAR PROBS AGE 13--HD" ; +label variable ER55585 "HEHC SLF RPT: EAR PROBS AGE 14--HD" ; +label variable ER55586 "HEHC SLF RPT: EAR PROBS AGE 15--HD" ; +label variable ER55587 "HEHC SLF RPT: EAR PROBS AGE 16--HD" ; +label variable ER55588 "HEHC SLF RPT: EAR PROBS AGE 17+--HD" ; +label variable ER55589 "HEHC SLF RPT: AGE END EAR PROBS--HD" ; +label variable ER55590 "HEHC SLF RPT: EPILEPSY B4 AGE 1--HD" ; +label variable ER55591 "HEHC SLF RPT: EPILEPSY AGE 1--HD" ; +label variable ER55592 "HEHC SLF RPT: EPILEPSY AGE 2--HD" ; +label variable ER55593 "HEHC SLF RPT: EPILEPSY AGE 3--HD" ; +label variable ER55594 "HEHC SLF RPT: EPILEPSY AGE 4--HD" ; +label variable ER55595 "HEHC SLF RPT: EPILEPSY AGE 5--HD" ; +label variable ER55596 "HEHC SLF RPT: EPILEPSY AGE 6--HD" ; +label variable ER55597 "HEHC SLF RPT: EPILEPSY AGE 7--HD" ; +label variable ER55598 "HEHC SLF RPT: EPILEPSY AGE 8--HD" ; +label variable ER55599 "HEHC SLF RPT: EPILEPSY AGE 9--HD" ; +label variable ER55600 "HEHC SLF RPT: EPILEPSY AGE 10--HD" ; +label variable ER55601 "HEHC SLF RPT: EPILEPSY AGE 11--HD" ; +label variable ER55602 "HEHC SLF RPT: EPILEPSY AGE 12--HD" ; +label variable ER55603 "HEHC SLF RPT: EPILEPSY AGE 13--HD" ; +label variable ER55604 "HEHC SLF RPT: EPILEPSY AGE 14--HD" ; +label variable ER55605 "HEHC SLF RPT: EPILEPSY AGE 15--HD" ; +label variable ER55606 "HEHC SLF RPT: EPILEPSY AGE 16--HD" ; +label variable ER55607 "HEHC SLF RPT: EPILEPSY AGE 17+--HD" ; +label variable ER55608 "HEHC SLF RPT: AGE END EPILEPSY--HD" ; +label variable ER55609 "HEHC SLF RPT: HEADACHE B4 AGE 1--HD" ; +label variable ER55610 "HEHC SLF RPT: HEADACHE AGE 1--HD" ; +label variable ER55611 "HEHC SLF RPT: HEADACHE AGE 2--HD" ; +label variable ER55612 "HEHC SLF RPT: HEADACHE AGE 3--HD" ; +label variable ER55613 "HEHC SLF RPT: HEADACHE AGE 4--HD" ; +label variable ER55614 "HEHC SLF RPT: HEADACHE AGE 5--HD" ; +label variable ER55615 "HEHC SLF RPT: HEADACHE AGE 6--HD" ; +label variable ER55616 "HEHC SLF RPT: HEADACHE AGE 7--HD" ; +label variable ER55617 "HEHC SLF RPT: HEADACHE AGE 8--HD" ; +label variable ER55618 "HEHC SLF RPT: HEADACHE AGE 9--HD" ; +label variable ER55619 "HEHC SLF RPT: HEADACHE AGE 10--HD" ; +label variable ER55620 "HEHC SLF RPT: HEADACHE AGE 11--HD" ; +label variable ER55621 "HEHC SLF RPT: HEADACHE AGE 12--HD" ; +label variable ER55622 "HEHC SLF RPT: HEADACHE AGE 13--HD" ; +label variable ER55623 "HEHC SLF RPT: HEADACHE AGE 14--HD" ; +label variable ER55624 "HEHC SLF RPT: HEADACHE AGE 15--HD" ; +label variable ER55625 "HEHC SLF RPT: HEADACHE AGE 16--HD" ; +label variable ER55626 "HEHC SLF RPT: HEADACHE AGE 17+--HD" ; +label variable ER55627 "HEHC SLF RPT: AGE END HEADACHE--HD" ; +label variable ER55628 "HEHC SLF RPT: STOM PROB B4 AGE 1--HD" ; +label variable ER55629 "HEHC SLF RPT: STOM PROB AGE 1--HD" ; +label variable ER55630 "HEHC SLF RPT: STOM PROB AGE 2--HD" ; +label variable ER55631 "HEHC SLF RPT: STOM PROB AGE 3--HD" ; +label variable ER55632 "HEHC SLF RPT: STOM PROB AGE 4--HD" ; +label variable ER55633 "HEHC SLF RPT: STOM PROB AGE 5--HD" ; +label variable ER55634 "HEHC SLF RPT: STOM PROB AGE 6--HD" ; +label variable ER55635 "HEHC SLF RPT: STOM PROB AGE 7--HD" ; +label variable ER55636 "HEHC SLF RPT: STOM PROB AGE 8--HD" ; +label variable ER55637 "HEHC SLF RPT: STOM PROB AGE 9--HD" ; +label variable ER55638 "HEHC SLF RPT: STOM PROB AGE 10--HD" ; +label variable ER55639 "HEHC SLF RPT: STOM PROB AGE 11--HD" ; +label variable ER55640 "HEHC SLF RPT: STOM PROB AGE 12--HD" ; +label variable ER55641 "HEHC SLF RPT: STOM PROB AGE 13--HD" ; +label variable ER55642 "HEHC SLF RPT: STOM PROB AGE 14--HD" ; +label variable ER55643 "HEHC SLF RPT: STOM PROB AGE 15--HD" ; +label variable ER55644 "HEHC SLF RPT: STOM PROB AGE 16--HD" ; +label variable ER55645 "HEHC SLF RPT: STOM PROB AGE 17+--HD" ; +label variable ER55646 "HEHC SLF RPT: AGE END STOM PROB--HD" ; +label variable ER55647 "HEHC SLF RPT: HGH BLOOD PR B4 AGE 1--HD" ; +label variable ER55648 "HEHC SLF RPT: HGH BLOOD PR AGE 1--HD" ; +label variable ER55649 "HEHC SLF RPT: HGH BLOOD PR AGE 2--HD" ; +label variable ER55650 "HEHC SLF RPT: HGH BLOOD PR AGE 3--HD" ; +label variable ER55651 "HEHC SLF RPT: HGH BLOOD PR AGE 4--HD" ; +label variable ER55652 "HEHC SLF RPT: HGH BLOOD PR AGE 5--HD" ; +label variable ER55653 "HEHC SLF RPT: HGH BLOOD PR AGE 6--HD" ; +label variable ER55654 "HEHC SLF RPT: HGH BLOOD PR AGE 7--HD" ; +label variable ER55655 "HEHC SLF RPT: HGH BLOOD PR AGE 8--HD" ; +label variable ER55656 "HEHC SLF RPT: HGH BLOOD PR AGE 9--HD" ; +label variable ER55657 "HEHC SLF RPT: HGH BLOOD PR AGE 10--HD" ; +label variable ER55658 "HEHC SLF RPT: HGH BLOOD PR AGE 11--HD" ; +label variable ER55659 "HEHC SLF RPT: HGH BLOOD PR AGE 12--HD" ; +label variable ER55660 "HEHC SLF RPT: HGH BLOOD PR AGE 13--HD" ; +label variable ER55661 "HEHC SLF RPT: HGH BLOOD PR AGE 14--HD" ; +label variable ER55662 "HEHC SLF RPT: HGH BLOOD PR AGE 15--HD" ; +label variable ER55663 "HEHC SLF RPT: HGH BLOOD PR AGE 16--HD" ; +label variable ER55664 "HEHC SLF RPT: HGH BLOOD PR AGE 17+--HD" ; +label variable ER55665 "HEHC SLF RPT: AGE END HGH BLD PR--HD" ; +label variable ER55666 "HEHC SLF RPT: DEPRESSION B4 AGE 1--HD" ; +label variable ER55667 "HEHC SLF RPT: DEPRESSION AGE 1--HD" ; +label variable ER55668 "HEHC SLF RPT: DEPRESSION AGE 2--HD" ; +label variable ER55669 "HEHC SLF RPT: DEPRESSION AGE 3--HD" ; +label variable ER55670 "HEHC SLF RPT: DEPRESSION AGE 4--HD" ; +label variable ER55671 "HEHC SLF RPT: DEPRESSION AGE 5--HD" ; +label variable ER55672 "HEHC SLF RPT: DEPRESSION AGE 6--HD" ; +label variable ER55673 "HEHC SLF RPT: DEPRESSION AGE 7--HD" ; +label variable ER55674 "HEHC SLF RPT: DEPRESSION AGE 8--HD" ; +label variable ER55675 "HEHC SLF RPT: DEPRESSION AGE 9--HD" ; +label variable ER55676 "HEHC SLF RPT: DEPRESSION AGE 10--HD" ; +label variable ER55677 "HEHC SLF RPT: DEPRESSION AGE 11--HD" ; +label variable ER55678 "HEHC SLF RPT: DEPRESSION AGE 12--HD" ; +label variable ER55679 "HEHC SLF RPT: DEPRESSION AGE 13--HD" ; +label variable ER55680 "HEHC SLF RPT: DEPRESSION AGE 14--HD" ; +label variable ER55681 "HEHC SLF RPT: DEPRESSION AGE 15--HD" ; +label variable ER55682 "HEHC SLF RPT: DEPRESSION AGE 16--HD" ; +label variable ER55683 "HEHC SLF RPT: DEPRESSION AGE 17+--HD" ; +label variable ER55684 "HEHC SLF RPT: AGE END DEPRESSION--HD" ; +label variable ER55685 "HEHC SLF RPT: DRUG/AL PROB B4 AGE 1--HD" ; +label variable ER55686 "HEHC SLF RPT: DRUG/AL PROB AGE 1--HD" ; +label variable ER55687 "HEHC SLF RPT: DRUG/AL PROB AGE 2--HD" ; +label variable ER55688 "HEHC SLF RPT: DRUG/AL PROB AGE 3--HD" ; +label variable ER55689 "HEHC SLF RPT: DRUG/AL PROB AGE 4--HD" ; +label variable ER55690 "HEHC SLF RPT: DRUG/AL PROB AGE 5--HD" ; +label variable ER55691 "HEHC SLF RPT: DRUG/AL PROB AGE 6--HD" ; +label variable ER55692 "HEHC SLF RPT: DRUG/AL PROB AGE 7--HD" ; +label variable ER55693 "HEHC SLF RPT: DRUG/AL PROB AGE 8--HD" ; +label variable ER55694 "HEHC SLF RPT: DRUG/AL PROB AGE 9--HD" ; +label variable ER55695 "HEHC SLF RPT: DRUG/AL PROB AGE 10--HD" ; +label variable ER55696 "HEHC SLF RPT: DRUG/AL PROB AGE 11--HD" ; +label variable ER55697 "HEHC SLF RPT: DRUG/AL PROB AGE 12--HD" ; +label variable ER55698 "HEHC SLF RPT: DRUG/AL PROB AGE 13--HD" ; +label variable ER55699 "HEHC SLF RPT: DRUG/AL PROB AGE 14--HD" ; +label variable ER55700 "HEHC SLF RPT: DRUG/AL PROB AGE 15--HD" ; +label variable ER55701 "HEHC SLF RPT: DRUG/AL PROB AGE 16--HD" ; +label variable ER55702 "HEHC SLF RPT: DRUG/AL PROB AGE 17+--HD" ; +label variable ER55703 "HEHC SLF RPT: AGE END DRUG/AL PROB--HD" ; +label variable ER55704 "HEHC SLF RPT: OTR PSYCH PROB B4 AGE 1--H" ; +label variable ER55705 "HEHC SLF RPT: OTR PSYCH PROB AGE 1--HD" ; +label variable ER55706 "HEHC SLF RPT: OTR PSYCH PROB AGE 2--HD" ; +label variable ER55707 "HEHC SLF RPT: OTR PSYCH PROB AGE 3--HD" ; +label variable ER55708 "HEHC SLF RPT: OTR PSYCH PROB AGE 4--HD" ; +label variable ER55709 "HEHC SLF RPT: OTR PSYCH PROB AGE 5--HD" ; +label variable ER55710 "HEHC SLF RPT: OTR PSYCH PROB AGE 6--HD" ; +label variable ER55711 "HEHC SLF RPT: OTR PSYCH PROB AGE 7--HD" ; +label variable ER55712 "HEHC SLF RPT: OTR PSYCH PROB AGE 8--HD" ; +label variable ER55713 "HEHC SLF RPT: OTR PSYCH PROB AGE 9--HD" ; +label variable ER55714 "HEHC SLF RPT: OTR PSYCH PROB AGE 10--HD" ; +label variable ER55715 "HEHC SLF RPT: OTR PSYCH PROB AGE 11--HD" ; +label variable ER55716 "HEHC SLF RPT: OTR PSYCH PROB AGE 12--HD" ; +label variable ER55717 "HEHC SLF RPT: OTR PSYCH PROB AGE 13--HD" ; +label variable ER55718 "HEHC SLF RPT: OTR PSYCH PROB AGE 14--HD" ; +label variable ER55719 "HEHC SLF RPT: OTR PSYCH PROB AGE 15--HD" ; +label variable ER55720 "HEHC SLF RPT: OTR PSYCH PROB AGE 16--HD" ; +label variable ER55721 "HEHC SLF RPT: OTR PSYCH PROB AGE 17+--HD" ; +label variable ER55722 "HEHC SLF RPT: AGE END OTR PSYCH PROB--HD" ; +label variable ER55723 "HEHC SP REPORT: YEAR 1ST REPORT--HD" ; +label variable ER55724 "HEHC SP RPT: PAR SEP B4 AGE 1--HD" ; +label variable ER55725 "HEHC SP RPT: PAR SEP AGE 1--HD" ; +label variable ER55726 "HEHC SP RPT: PAR SEP AGE 2--HD" ; +label variable ER55727 "HEHC SP RPT: PAR SEP AGE 3--HD" ; +label variable ER55728 "HEHC SP RPT: PAR SEP AGE 4--HD" ; +label variable ER55729 "HEHC SP RPT: PAR SEP AGE 5--HD" ; +label variable ER55730 "HEHC SP RPT: PAR SEP AGE 6--HD" ; +label variable ER55731 "HEHC SP RPT: PAR SEP AGE 7--HD" ; +label variable ER55732 "HEHC SP RPT: PAR SEP AGE 8--HD" ; +label variable ER55733 "HEHC SP RPT: PAR SEP AGE 9--HD" ; +label variable ER55734 "HEHC SP RPT: PAR SEP AGE 10--HD" ; +label variable ER55735 "HEHC SP RPT: PAR SEP AGE 11--HD" ; +label variable ER55736 "HEHC SP RPT: PAR SEP AGE 12--HD" ; +label variable ER55737 "HEHC SP RPT: PAR SEP AGE 13--HD" ; +label variable ER55738 "HEHC SP RPT: PAR SEP AGE 14--HD" ; +label variable ER55739 "HEHC SP RPT: PAR SEP AGE 15--HD" ; +label variable ER55740 "HEHC SP RPT: PAR SEP AGE 16--HD" ; +label variable ER55741 "HEHC SP RPT: MOVE B4 AGE 1--HD" ; +label variable ER55742 "HEHC SP RPT: MOVE AGE 1--HD" ; +label variable ER55743 "HEHC SP RPT: MOVE AGE 2--HD" ; +label variable ER55744 "HEHC SP RPT: MOVE AGE 3--HD" ; +label variable ER55745 "HEHC SP RPT: MOVE AGE 4--HD" ; +label variable ER55746 "HEHC SP RPT: MOVE AGE 5--HD" ; +label variable ER55747 "HEHC SP RPT: MOVE AGE 6--HD" ; +label variable ER55748 "HEHC SP RPT: MOVE AGE 7--HD" ; +label variable ER55749 "HEHC SP RPT: MOVE AGE 8--HD" ; +label variable ER55750 "HEHC SP RPT: MOVE AGE 9--HD" ; +label variable ER55751 "HEHC SP RPT: MOVE AGE 10--HD" ; +label variable ER55752 "HEHC SP RPT: MOVE AGE 11--HD" ; +label variable ER55753 "HEHC SP RPT: MOVE AGE 12--HD" ; +label variable ER55754 "HEHC SP RPT: MOVE AGE 13--HD" ; +label variable ER55755 "HEHC SP RPT: MOVE AGE 14--HD" ; +label variable ER55756 "HEHC SP RPT: MOVE AGE 15--HD" ; +label variable ER55757 "HEHC SP RPT: MOVE AGE 16--HD" ; +label variable ER55758 "HEHC SP RPT: SCHOOL B4 AGE 1--HD" ; +label variable ER55759 "HEHC SP RPT: SCHOOL AGE 1--HD" ; +label variable ER55760 "HEHC SP RPT: SCHOOL AGE 2--HD" ; +label variable ER55761 "HEHC SP RPT: SCHOOL AGE 3--HD" ; +label variable ER55762 "HEHC SP RPT: SCHOOL AGE 4--HD" ; +label variable ER55763 "HEHC SP RPT: SCHOOL AGE 5--HD" ; +label variable ER55764 "HEHC SP RPT: SCHOOL AGE 6--HD" ; +label variable ER55765 "HEHC SP RPT: SCHOOL AGE 7--HD" ; +label variable ER55766 "HEHC SP RPT: SCHOOL AGE 8--HD" ; +label variable ER55767 "HEHC SP RPT: SCHOOL AGE 9--HD" ; +label variable ER55768 "HEHC SP RPT: SCHOOL AGE 10--HD" ; +label variable ER55769 "HEHC SP RPT: SCHOOL AGE 11--HD" ; +label variable ER55770 "HEHC SP RPT: SCHOOL AGE 12--HD" ; +label variable ER55771 "HEHC SP RPT: SCHOOL AGE 13--HD" ; +label variable ER55772 "HEHC SP RPT: SCHOOL AGE 14--HD" ; +label variable ER55773 "HEHC SP RPT: SCHOOL AGE 15--HD" ; +label variable ER55774 "HEHC SP RPT: SCHOOL AGE 16--HD" ; +label variable ER55775 "HEHC SP RPT: ASTHMA B4 AGE 1--HD" ; +label variable ER55776 "HEHC SP RPT: ASTHMA AGE 1--HD" ; +label variable ER55777 "HEHC SP RPT: ASTHMA AGE 2--HD" ; +label variable ER55778 "HEHC SP RPT: ASTHMA AGE 3--HD" ; +label variable ER55779 "HEHC SP RPT: ASTHMA AGE 4--HD" ; +label variable ER55780 "HEHC SP RPT: ASTHMA AGE 5--HD" ; +label variable ER55781 "HEHC SP RPT: ASTHMA AGE 6--HD" ; +label variable ER55782 "HEHC SP RPT: ASTHMA AGE 7--HD" ; +label variable ER55783 "HEHC SP RPT: ASTHMA AGE 8--HD" ; +label variable ER55784 "HEHC SP RPT: ASTHMA AGE 9--HD" ; +label variable ER55785 "HEHC SP RPT: ASTHMA AGE 10--HD" ; +label variable ER55786 "HEHC SP RPT: ASTHMA AGE 11--HD" ; +label variable ER55787 "HEHC SP RPT: ASTHMA AGE 12--HD" ; +label variable ER55788 "HEHC SP RPT: ASTHMA AGE 13--HD" ; +label variable ER55789 "HEHC SP RPT: ASTHMA AGE 14--HD" ; +label variable ER55790 "HEHC SP RPT: ASTHMA AGE 15--HD" ; +label variable ER55791 "HEHC SP RPT: ASTHMA AGE 16--HD" ; +label variable ER55792 "HEHC SP RPT: ASTHMA AGE 17+--HD" ; +label variable ER55793 "HEHC SP RPT: AGE END ASTHMA--HD" ; +label variable ER55794 "HEHC SP RPT: DIABETES B4 AGE 1--HD" ; +label variable ER55795 "HEHC SP RPT: DIABETES AGE 1--HD" ; +label variable ER55796 "HEHC SP RPT: DIABETES AGE 2--HD" ; +label variable ER55797 "HEHC SP RPT: DIABETES AGE 3--HD" ; +label variable ER55798 "HEHC SP RPT: DIABETES AGE 4--HD" ; +label variable ER55799 "HEHC SP RPT: DIABETES AGE 5--HD" ; +label variable ER55800 "HEHC SP RPT: DIABETES AGE 6--HD" ; +label variable ER55801 "HEHC SP RPT: DIABETES AGE 7--HD" ; +label variable ER55802 "HEHC SP RPT: DIABETES AGE 8--HD" ; +label variable ER55803 "HEHC SP RPT: DIABETES AGE 9--HD" ; +label variable ER55804 "HEHC SP RPT: DIABETES AGE 10--HD" ; +label variable ER55805 "HEHC SP RPT: DIABETES AGE 11--HD" ; +label variable ER55806 "HEHC SP RPT: DIABETES AGE 12--HD" ; +label variable ER55807 "HEHC SP RPT: DIABETES AGE 13--HD" ; +label variable ER55808 "HEHC SP RPT: DIABETES AGE 14--HD" ; +label variable ER55809 "HEHC SP RPT: DIABETES AGE 15--HD" ; +label variable ER55810 "HEHC SP RPT: DIABETES AGE 16--HD" ; +label variable ER55811 "HEHC SP RPT: DIABETES AGE 17+--HD" ; +label variable ER55812 "HEHC SP RPT: AGE END DIABETES--HD" ; +label variable ER55813 "HEHC SP RPT: RESP DIS B4 AGE 1--HD" ; +label variable ER55814 "HEHC SP RPT: RESP DIS AGE 1--HD" ; +label variable ER55815 "HEHC SP RPT: RESP DIS AGE 2--HD" ; +label variable ER55816 "HEHC SP RPT: RESP DIS AGE 3--HD" ; +label variable ER55817 "HEHC SP RPT: RESP DIS AGE 4--HD" ; +label variable ER55818 "HEHC SP RPT: RESP DIS AGE 5--HD" ; +label variable ER55819 "HEHC SP RPT: RESP DIS AGE 6--HD" ; +label variable ER55820 "HEHC SP RPT: RESP DIS AGE 7--HD" ; +label variable ER55821 "HEHC SP RPT: RESP DIS AGE 8--HD" ; +label variable ER55822 "HEHC SP RPT: RESP DIS AGE 9--HD" ; +label variable ER55823 "HEHC SP RPT: RESP DIS AGE 10--HD" ; +label variable ER55824 "HEHC SP RPT: RESP DIS AGE 11--HD" ; +label variable ER55825 "HEHC SP RPT: RESP DIS AGE 12--HD" ; +label variable ER55826 "HEHC SP RPT: RESP DIS AGE 13--HD" ; +label variable ER55827 "HEHC SP RPT: RESP DIS AGE 14--HD" ; +label variable ER55828 "HEHC SP RPT: RESP DIS AGE 15--HD" ; +label variable ER55829 "HEHC SP RPT: RESP DIS AGE 16--HD" ; +label variable ER55830 "HEHC SP RPT: RESP DIS AGE 17+--HD" ; +label variable ER55831 "HEHC SP RPT: AGE END RESP DIS--HD" ; +label variable ER55832 "HEHC SP RPT: SPCH IMPAIR B4 AGE 1--HD" ; +label variable ER55833 "HEHC SP RPT: SPCH IMPAIR AGE 1--HD" ; +label variable ER55834 "HEHC SP RPT: SPCH IMPAIR AGE 2--HD" ; +label variable ER55835 "HEHC SP RPT: SPCH IMPAIR AGE 3--HD" ; +label variable ER55836 "HEHC SP RPT: SPCH IMPAIR AGE 4--HD" ; +label variable ER55837 "HEHC SP RPT: SPCH IMPAIR AGE 5--HD" ; +label variable ER55838 "HEHC SP RPT: SPCH IMPAIR AGE 6--HD" ; +label variable ER55839 "HEHC SP RPT: SPCH IMPAIR AGE 7--HD" ; +label variable ER55840 "HEHC SP RPT: SPCH IMPAIR AGE 8--HD" ; +label variable ER55841 "HEHC SP RPT: SPCH IMPAIR AGE 9--HD" ; +label variable ER55842 "HEHC SP RPT: SPCH IMPAIR AGE 10--HD" ; +label variable ER55843 "HEHC SP RPT: SPCH IMPAIR AGE 11--HD" ; +label variable ER55844 "HEHC SP RPT: SPCH IMPAIR AGE 12--HD" ; +label variable ER55845 "HEHC SP RPT: SPCH IMPAIR AGE 13--HD" ; +label variable ER55846 "HEHC SP RPT: SPCH IMPAIR AGE 14--HD" ; +label variable ER55847 "HEHC SP RPT: SPCH IMPAIR AGE 15--HD" ; +label variable ER55848 "HEHC SP RPT: SPCH IMPAIR AGE 16--HD" ; +label variable ER55849 "HEHC SP RPT: SPCH IMPAIR AGE 17+--HD" ; +label variable ER55850 "HEHC SP RPT: AGE END SPCH IMPAIR--HD" ; +label variable ER55851 "HEHC SP RPT: ALLERGY B4 AGE 1--HD" ; +label variable ER55852 "HEHC SP RPT: ALLERGY AGE 1--HD" ; +label variable ER55853 "HEHC SP RPT: ALLERGY AGE 2--HD" ; +label variable ER55854 "HEHC SP RPT: ALLERGY AGE 3--HD" ; +label variable ER55855 "HEHC SP RPT: ALLERGY AGE 4--HD" ; +label variable ER55856 "HEHC SP RPT: ALLERGY AGE 5--HD" ; +label variable ER55857 "HEHC SP RPT: ALLERGY AGE 6--HD" ; +label variable ER55858 "HEHC SP RPT: ALLERGY AGE 7--HD" ; +label variable ER55859 "HEHC SP RPT: ALLERGY AGE 8--HD" ; +label variable ER55860 "HEHC SP RPT: ALLERGY AGE 9--HD" ; +label variable ER55861 "HEHC SP RPT: ALLERGY AGE 10--HD" ; +label variable ER55862 "HEHC SP RPT: ALLERGY AGE 11--HD" ; +label variable ER55863 "HEHC SP RPT: ALLERGY AGE 12--HD" ; +label variable ER55864 "HEHC SP RPT: ALLERGY AGE 13--HD" ; +label variable ER55865 "HEHC SP RPT: ALLERGY AGE 14--HD" ; +label variable ER55866 "HEHC SP RPT: ALLERGY AGE 15--HD" ; +label variable ER55867 "HEHC SP RPT: ALLERGY AGE 16--HD" ; +label variable ER55868 "HEHC SP RPT: ALLERGY AGE 17+--HD" ; +label variable ER55869 "HEHC SP RPT: AGE END ALLERGY--HD" ; +label variable ER55870 "HEHC SP RPT: HEART TRBL B4 AGE 1--HD" ; +label variable ER55871 "HEHC SP RPT: HEART TRBL AGE 1--HD" ; +label variable ER55872 "HEHC SP RPT: HEART TRBL AGE 2--HD" ; +label variable ER55873 "HEHC SP RPT: HEART TRBL AGE 3--HD" ; +label variable ER55874 "HEHC SP RPT: HEART TRBL AGE 4--HD" ; +label variable ER55875 "HEHC SP RPT: HEART TRBL AGE 5--HD" ; +label variable ER55876 "HEHC SP RPT: HEART TRBL AGE 6--HD" ; +label variable ER55877 "HEHC SP RPT: HEART TRBL AGE 7--HD" ; +label variable ER55878 "HEHC SP RPT: HEART TRBL AGE 8--HD" ; +label variable ER55879 "HEHC SP RPT: HEART TRBL AGE 9--HD" ; +label variable ER55880 "HEHC SP RPT: HEART TRBL AGE 10--HD" ; +label variable ER55881 "HEHC SP RPT: HEART TRBL AGE 11--HD" ; +label variable ER55882 "HEHC SP RPT: HEART TRBL AGE 12--HD" ; +label variable ER55883 "HEHC SP RPT: HEART TRBL AGE 13--HD" ; +label variable ER55884 "HEHC SP RPT: HEART TRBL AGE 14--HD" ; +label variable ER55885 "HEHC SP RPT: HEART TRBL AGE 15--HD" ; +label variable ER55886 "HEHC SP RPT: HEART TRBL AGE 16--HD" ; +label variable ER55887 "HEHC SP RPT: HEART TRBL AGE 17+--HD" ; +label variable ER55888 "HEHC SP RPT: AGE END HEART TRBL--HD" ; +label variable ER55889 "HEHC SP RPT: EAR PROBS B4 AGE 1--HD" ; +label variable ER55890 "HEHC SP RPT: EAR PROBS AGE 1--HD" ; +label variable ER55891 "HEHC SP RPT: EAR PROBS AGE 2--HD" ; +label variable ER55892 "HEHC SP RPT: EAR PROBS AGE 3--HD" ; +label variable ER55893 "HEHC SP RPT: EAR PROBS AGE 4--HD" ; +label variable ER55894 "HEHC SP RPT: EAR PROBS AGE 5--HD" ; +label variable ER55895 "HEHC SP RPT: EAR PROBS AGE 6--HD" ; +label variable ER55896 "HEHC SP RPT: EAR PROBS AGE 7--HD" ; +label variable ER55897 "HEHC SP RPT: EAR PROBS AGE 8--HD" ; +label variable ER55898 "HEHC SP RPT: EAR PROBS AGE 9--HD" ; +label variable ER55899 "HEHC SP RPT: EAR PROBS AGE 10--HD" ; +label variable ER55900 "HEHC SP RPT: EAR PROBS AGE 11--HD" ; +label variable ER55901 "HEHC SP RPT: EAR PROBS AGE 12--HD" ; +label variable ER55902 "HEHC SP RPT: EAR PROBS AGE 13--HD" ; +label variable ER55903 "HEHC SP RPT: EAR PROBS AGE 14--HD" ; +label variable ER55904 "HEHC SP RPT: EAR PROBS AGE 15--HD" ; +label variable ER55905 "HEHC SP RPT: EAR PROBS AGE 16--HD" ; +label variable ER55906 "HEHC SP RPT: EAR PROBS AGE 17+--HD" ; +label variable ER55907 "HEHC SP RPT: AGE END EAR PROBS--HD" ; +label variable ER55908 "HEHC SP RPT: EPILEPSY B4 AGE 1--HD" ; +label variable ER55909 "HEHC SP RPT: EPILEPSY AGE 1--HD" ; +label variable ER55910 "HEHC SP RPT: EPILEPSY AGE 2--HD" ; +label variable ER55911 "HEHC SP RPT: EPILEPSY AGE 3--HD" ; +label variable ER55912 "HEHC SP RPT: EPILEPSY AGE 4--HD" ; +label variable ER55913 "HEHC SP RPT: EPILEPSY AGE 5--HD" ; +label variable ER55914 "HEHC SP RPT: EPILEPSY AGE 6--HD" ; +label variable ER55915 "HEHC SP RPT: EPILEPSY AGE 7--HD" ; +label variable ER55916 "HEHC SP RPT: EPILEPSY AGE 8--HD" ; +label variable ER55917 "HEHC SP RPT: EPILEPSY AGE 9--HD" ; +label variable ER55918 "HEHC SP RPT: EPILEPSY AGE 10--HD" ; +label variable ER55919 "HEHC SP RPT: EPILEPSY AGE 11--HD" ; +label variable ER55920 "HEHC SP RPT: EPILEPSY AGE 12--HD" ; +label variable ER55921 "HEHC SP RPT: EPILEPSY AGE 13--HD" ; +label variable ER55922 "HEHC SP RPT: EPILEPSY AGE 14--HD" ; +label variable ER55923 "HEHC SP RPT: EPILEPSY AGE 15--HD" ; +label variable ER55924 "HEHC SP RPT: EPILEPSY AGE 16--HD" ; +label variable ER55925 "HEHC SP RPT: EPILEPSY AGE 17+--HD" ; +label variable ER55926 "HEHC SP RPT: AGE END EPILEPSY--HD" ; +label variable ER55927 "HEHC SP RPT: HEADACHE B4 AGE 1--HD" ; +label variable ER55928 "HEHC SP RPT: HEADACHE AGE 1--HD" ; +label variable ER55929 "HEHC SP RPT: HEADACHE AGE 2--HD" ; +label variable ER55930 "HEHC SP RPT: HEADACHE AGE 3--HD" ; +label variable ER55931 "HEHC SP RPT: HEADACHE AGE 4--HD" ; +label variable ER55932 "HEHC SP RPT: HEADACHE AGE 5--HD" ; +label variable ER55933 "HEHC SP RPT: HEADACHE AGE 6--HD" ; +label variable ER55934 "HEHC SP RPT: HEADACHE AGE 7--HD" ; +label variable ER55935 "HEHC SP RPT: HEADACHE AGE 8--HD" ; +label variable ER55936 "HEHC SP RPT: HEADACHE AGE 9--HD" ; +label variable ER55937 "HEHC SP RPT: HEADACHE AGE 10--HD" ; +label variable ER55938 "HEHC SP RPT: HEADACHE AGE 11--HD" ; +label variable ER55939 "HEHC SP RPT: HEADACHE AGE 12--HD" ; +label variable ER55940 "HEHC SP RPT: HEADACHE AGE 13--HD" ; +label variable ER55941 "HEHC SP RPT: HEADACHE AGE 14--HD" ; +label variable ER55942 "HEHC SP RPT: HEADACHE AGE 15--HD" ; +label variable ER55943 "HEHC SP RPT: HEADACHE AGE 16--HD" ; +label variable ER55944 "HEHC SP RPT: HEADACHE AGE 17+--HD" ; +label variable ER55945 "HEHC SP RPT: AGE END HEADACHE--HD" ; +label variable ER55946 "HEHC SP RPT: STOM PROB B4 AGE 1--HD" ; +label variable ER55947 "HEHC SP RPT: STOM PROB AGE 1--HD" ; +label variable ER55948 "HEHC SP RPT: STOM PROB AGE 2--HD" ; +label variable ER55949 "HEHC SP RPT: STOM PROB AGE 3--HD" ; +label variable ER55950 "HEHC SP RPT: STOM PROB AGE 4--HD" ; +label variable ER55951 "HEHC SP RPT: STOM PROB AGE 5--HD" ; +label variable ER55952 "HEHC SP RPT: STOM PROB AGE 6--HD" ; +label variable ER55953 "HEHC SP RPT: STOM PROB AGE 7--HD" ; +label variable ER55954 "HEHC SP RPT: STOM PROB AGE 8--HD" ; +label variable ER55955 "HEHC SP RPT: STOM PROB AGE 9--HD" ; +label variable ER55956 "HEHC SP RPT: STOM PROB AGE 10--HD" ; +label variable ER55957 "HEHC SP RPT: STOM PROB AGE 11--HD" ; +label variable ER55958 "HEHC SP RPT: STOM PROB AGE 12--HD" ; +label variable ER55959 "HEHC SP RPT: STOM PROB AGE 13--HD" ; +label variable ER55960 "HEHC SP RPT: STOM PROB AGE 14--HD" ; +label variable ER55961 "HEHC SP RPT: STOM PROB AGE 15--HD" ; +label variable ER55962 "HEHC SP RPT: STOM PROB AGE 16--HD" ; +label variable ER55963 "HEHC SP RPT: STOM PROB AGE 17+--HD" ; +label variable ER55964 "HEHC SP RPT: AGE END STOM PROB--HD" ; +label variable ER55965 "HEHC SP RPT: HGH BLOOD PR B4 AGE 1--HD" ; +label variable ER55966 "HEHC SP RPT: HGH BLOOD PR AGE 1--HD" ; +label variable ER55967 "HEHC SP RPT: HGH BLOOD PR AGE 2--HD" ; +label variable ER55968 "HEHC SP RPT: HGH BLOOD PR AGE 3--HD" ; +label variable ER55969 "HEHC SP RPT: HGH BLOOD PR AGE 4--HD" ; +label variable ER55970 "HEHC SP RPT: HGH BLOOD PR AGE 5--HD" ; +label variable ER55971 "HEHC SP RPT: HGH BLOOD PR AGE 6--HD" ; +label variable ER55972 "HEHC SP RPT: HGH BLOOD PR AGE 7--HD" ; +label variable ER55973 "HEHC SP RPT: HGH BLOOD PR AGE 8--HD" ; +label variable ER55974 "HEHC SP RPT: HGH BLOOD PR AGE 9--HD" ; +label variable ER55975 "HEHC SP RPT: HGH BLOOD PR AGE 10--HD" ; +label variable ER55976 "HEHC SP RPT: HGH BLOOD PR AGE 11--HD" ; +label variable ER55977 "HEHC SP RPT: HGH BLOOD PR AGE 12--HD" ; +label variable ER55978 "HEHC SP RPT: HGH BLOOD PR AGE 13--HD" ; +label variable ER55979 "HEHC SP RPT: HGH BLOOD PR AGE 14--HD" ; +label variable ER55980 "HEHC SP RPT: HGH BLOOD PR AGE 15--HD" ; +label variable ER55981 "HEHC SP RPT: HGH BLOOD PR AGE 16--HD" ; +label variable ER55982 "HEHC SP RPT: HGH BLOOD PR AGE 17+--HD" ; +label variable ER55983 "HEHC SP RPT: AGE END HGH BLD PR--HD" ; +label variable ER55984 "HEHC SP RPT: DEPRESSION B4 AGE 1--HD" ; +label variable ER55985 "HEHC SP RPT: DEPRESSION AGE 1--HD" ; +label variable ER55986 "HEHC SP RPT: DEPRESSION AGE 2--HD" ; +label variable ER55987 "HEHC SP RPT: DEPRESSION AGE 3--HD" ; +label variable ER55988 "HEHC SP RPT: DEPRESSION AGE 4--HD" ; +label variable ER55989 "HEHC SP RPT: DEPRESSION AGE 5--HD" ; +label variable ER55990 "HEHC SP RPT: DEPRESSION AGE 6--HD" ; +label variable ER55991 "HEHC SP RPT: DEPRESSION AGE 7--HD" ; +label variable ER55992 "HEHC SP RPT: DEPRESSION AGE 8--HD" ; +label variable ER55993 "HEHC SP RPT: DEPRESSION AGE 9--HD" ; +label variable ER55994 "HEHC SP RPT: DEPRESSION AGE 10--HD" ; +label variable ER55995 "HEHC SP RPT: DEPRESSION AGE 11--HD" ; +label variable ER55996 "HEHC SP RPT: DEPRESSION AGE 12--HD" ; +label variable ER55997 "HEHC SP RPT: DEPRESSION AGE 13--HD" ; +label variable ER55998 "HEHC SP RPT: DEPRESSION AGE 14--HD" ; +label variable ER55999 "HEHC SP RPT: DEPRESSION AGE 15--HD" ; +label variable ER56000 "HEHC SP RPT: DEPRESSION AGE 16--HD" ; +label variable ER56001 "HEHC SP RPT: DEPRESSION AGE 17+--HD" ; +label variable ER56002 "HEHC SP RPT: AGE END DEPRESSION--HD" ; +label variable ER56003 "HEHC SP RPT: DRUG/AL PROB B4 AGE 1--HD" ; +label variable ER56004 "HEHC SP RPT: DRUG/AL PROB AGE 1--HD" ; +label variable ER56005 "HEHC SP RPT: DRUG/AL PROB AGE 2--HD" ; +label variable ER56006 "HEHC SP RPT: DRUG/AL PROB AGE 3--HD" ; +label variable ER56007 "HEHC SP RPT: DRUG/AL PROB AGE 4--HD" ; +label variable ER56008 "HEHC SP RPT: DRUG/AL PROB AGE 5--HD" ; +label variable ER56009 "HEHC SP RPT: DRUG/AL PROB AGE 6--HD" ; +label variable ER56010 "HEHC SP RPT: DRUG/AL PROB AGE 7--HD" ; +label variable ER56011 "HEHC SP RPT: DRUG/AL PROB AGE 8--HD" ; +label variable ER56012 "HEHC SP RPT: DRUG/AL PROB AGE 9--HD" ; +label variable ER56013 "HEHC SP RPT: DRUG/AL PROB AGE 10--HD" ; +label variable ER56014 "HEHC SP RPT: DRUG/AL PROB AGE 11--HD" ; +label variable ER56015 "HEHC SP RPT: DRUG/AL PROB AGE 12--HD" ; +label variable ER56016 "HEHC SP RPT: DRUG/AL PROB AGE 13--HD" ; +label variable ER56017 "HEHC SP RPT: DRUG/AL PROB AGE 14--HD" ; +label variable ER56018 "HEHC SP RPT: DRUG/AL PROB AGE 15--HD" ; +label variable ER56019 "HEHC SP RPT: DRUG/AL PROB AGE 16--HD" ; +label variable ER56020 "HEHC SP RPT: DRUG/AL PROB AGE 17+--HD" ; +label variable ER56021 "HEHC SP RPT: AGE END DRUG/AL PROB--HD" ; +label variable ER56022 "HEHC SP RPT: OTR PSYCH PROB B4 AGE 1--HD" ; +label variable ER56023 "HEHC SP RPT: OTR PSYCH PROB AGE 1--HD" ; +label variable ER56024 "HEHC SP RPT: OTR PSYCH PROB AGE 2--HD" ; +label variable ER56025 "HEHC SP RPT: OTR PSYCH PROB AGE 3--HD" ; +label variable ER56026 "HEHC SP RPT: OTR PSYCH PROB AGE 4--HD" ; +label variable ER56027 "HEHC SP RPT: OTR PSYCH PROB AGE 5--HD" ; +label variable ER56028 "HEHC SP RPT: OTR PSYCH PROB AGE 6--HD" ; +label variable ER56029 "HEHC SP RPT: OTR PSYCH PROB AGE 7--HD" ; +label variable ER56030 "HEHC SP RPT: OTR PSYCH PROB AGE 8--HD" ; +label variable ER56031 "HEHC SP RPT: OTR PSYCH PROB AGE 9--HD" ; +label variable ER56032 "HEHC SP RPT: OTR PSYCH PROB AGE 10--HD" ; +label variable ER56033 "HEHC SP RPT: OTR PSYCH PROB AGE 11--HD" ; +label variable ER56034 "HEHC SP RPT: OTR PSYCH PROB AGE 12--HD" ; +label variable ER56035 "HEHC SP RPT: OTR PSYCH PROB AGE 13--HD" ; +label variable ER56036 "HEHC SP RPT: OTR PSYCH PROB AGE 14--HD" ; +label variable ER56037 "HEHC SP RPT: OTR PSYCH PROB AGE 15--HD" ; +label variable ER56038 "HEHC SP RPT: OTR PSYCH PROB AGE 16--HD" ; +label variable ER56039 "HEHC SP RPT: OTR PSYCH PROB AGE 17+--HD" ; +label variable ER56040 "HEHC SP RPT: AGE END OTR PSYCH PROB--HD" ; +label variable ER56041 "HEHC OTR RPT: YEAR 1ST REPORT--HD" ; +label variable ER56042 "HEHC OTR RPT: PAR SEP B4 AGE 1--HD" ; +label variable ER56043 "HEHC OTR RPT: PAR SEP AGE 1--HD" ; +label variable ER56044 "HEHC OTR RPT: PAR SEP AGE 2--HD" ; +label variable ER56045 "HEHC OTR RPT: PAR SEP AGE 3--HD" ; +label variable ER56046 "HEHC OTR RPT: PAR SEP AGE 4--HD" ; +label variable ER56047 "HEHC OTR RPT: PAR SEP AGE 5--HD" ; +label variable ER56048 "HEHC OTR RPT: PAR SEP AGE 6--HD" ; +label variable ER56049 "HEHC OTR RPT: PAR SEP AGE 7--HD" ; +label variable ER56050 "HEHC OTR RPT: PAR SEP AGE 8--HD" ; +label variable ER56051 "HEHC OTR RPT: PAR SEP AGE 9--HD" ; +label variable ER56052 "HEHC OTR RPT: PAR SEP AGE 10--HD" ; +label variable ER56053 "HEHC OTR RPT: PAR SEP AGE 11--HD" ; +label variable ER56054 "HEHC OTR RPT: PAR SEP AGE 12--HD" ; +label variable ER56055 "HEHC OTR RPT: PAR SEP AGE 13--HD" ; +label variable ER56056 "HEHC OTR RPT: PAR SEP AGE 14--HD" ; +label variable ER56057 "HEHC OTR RPT: PAR SEP AGE 15--HD" ; +label variable ER56058 "HEHC OTR RPT: PAR SEP AGE 16--HD" ; +label variable ER56059 "HEHC OTR RPT: MOVE B4 AGE 1--HD" ; +label variable ER56060 "HEHC OTR RPT: MOVE AGE 1--HD" ; +label variable ER56061 "HEHC OTR RPT: MOVE AGE 2--HD" ; +label variable ER56062 "HEHC OTR RPT: MOVE AGE 3--HD" ; +label variable ER56063 "HEHC OTR RPT: MOVE AGE 4--HD" ; +label variable ER56064 "HEHC OTR RPT: MOVE AGE 5--HD" ; +label variable ER56065 "HEHC OTR RPT: MOVE AGE 6--HD" ; +label variable ER56066 "HEHC OTR RPT: MOVE AGE 7--HD" ; +label variable ER56067 "HEHC OTR RPT: MOVE AGE 8--HD" ; +label variable ER56068 "HEHC OTR RPT: MOVE AGE 9--HD" ; +label variable ER56069 "HEHC OTR RPT: MOVE AGE 10--HD" ; +label variable ER56070 "HEHC OTR RPT: MOVE AGE 11--HD" ; +label variable ER56071 "HEHC OTR RPT: MOVE AGE 12--HD" ; +label variable ER56072 "HEHC OTR RPT: MOVE AGE 13--HD" ; +label variable ER56073 "HEHC OTR RPT: MOVE AGE 14--HD" ; +label variable ER56074 "HEHC OTR RPT: MOVE AGE 15--HD" ; +label variable ER56075 "HEHC OTR RPT: MOVE AGE 16--HD" ; +label variable ER56076 "HEHC OTR RPT: SCHOOL B4 AGE 1--HD" ; +label variable ER56077 "HEHC OTR RPT: SCHOOL AGE 1--HD" ; +label variable ER56078 "HEHC OTR RPT: SCHOOL AGE 2--HD" ; +label variable ER56079 "HEHC OTR RPT: SCHOOL AGE 3--HD" ; +label variable ER56080 "HEHC OTR RPT: SCHOOL AGE 4--HD" ; +label variable ER56081 "HEHC OTR RPT: SCHOOL AGE 5--HD" ; +label variable ER56082 "HEHC OTR RPT: SCHOOL AGE 6--HD" ; +label variable ER56083 "HEHC OTR RPT: SCHOOL AGE 7--HD" ; +label variable ER56084 "HEHC OTR RPT: SCHOOL AGE 8--HD" ; +label variable ER56085 "HEHC OTR RPT: SCHOOL AGE 9--HD" ; +label variable ER56086 "HEHC OTR RPT: SCHOOL AGE 10--HD" ; +label variable ER56087 "HEHC OTR RPT: SCHOOL AGE 11--HD" ; +label variable ER56088 "HEHC OTR RPT: SCHOOL AGE 12--HD" ; +label variable ER56089 "HEHC OTR RPT: SCHOOL AGE 13--HD" ; +label variable ER56090 "HEHC OTR RPT: SCHOOL AGE 14--HD" ; +label variable ER56091 "HEHC OTR RPT: SCHOOL AGE 15--HD" ; +label variable ER56092 "HEHC OTR RPT: SCHOOL AGE 16--HD" ; +label variable ER56093 "HEHC OTR RPT: ASTHMA B4 AGE 1--HD" ; +label variable ER56094 "HEHC OTR RPT: ASTHMA AGE 1--HD" ; +label variable ER56095 "HEHC OTR RPT: ASTHMA AGE 2--HD" ; +label variable ER56096 "HEHC OTR RPT: ASTHMA AGE 3--HD" ; +label variable ER56097 "HEHC OTR RPT: ASTHMA AGE 4--HD" ; +label variable ER56098 "HEHC OTR RPT: ASTHMA AGE 5--HD" ; +label variable ER56099 "HEHC OTR RPT: ASTHMA AGE 6--HD" ; +label variable ER56100 "HEHC OTR RPT: ASTHMA AGE 7--HD" ; +label variable ER56101 "HEHC OTR RPT: ASTHMA AGE 8--HD" ; +label variable ER56102 "HEHC OTR RPT: ASTHMA AGE 9--HD" ; +label variable ER56103 "HEHC OTR RPT: ASTHMA AGE 10--HD" ; +label variable ER56104 "HEHC OTR RPT: ASTHMA AGE 11--HD" ; +label variable ER56105 "HEHC OTR RPT: ASTHMA AGE 12--HD" ; +label variable ER56106 "HEHC OTR RPT: ASTHMA AGE 13--HD" ; +label variable ER56107 "HEHC OTR RPT: ASTHMA AGE 14--HD" ; +label variable ER56108 "HEHC OTR RPT: ASTHMA AGE 15--HD" ; +label variable ER56109 "HEHC OTR RPT: ASTHMA AGE 16--HD" ; +label variable ER56110 "HEHC OTR RPT: ASTHMA AGE 17+--HD" ; +label variable ER56111 "HEHC OTR RPT: AGE END ASTHMA--HD" ; +label variable ER56112 "HEHC OTR RPT: DIABETES B4 AGE 1--HD" ; +label variable ER56113 "HEHC OTR RPT: DIABETES AGE 1--HD" ; +label variable ER56114 "HEHC OTR RPT: DIABETES AGE 2--HD" ; +label variable ER56115 "HEHC OTR RPT: DIABETES AGE 3--HD" ; +label variable ER56116 "HEHC OTR RPT: DIABETES AGE 4--HD" ; +label variable ER56117 "HEHC OTR RPT: DIABETES AGE 5--HD" ; +label variable ER56118 "HEHC OTR RPT: DIABETES AGE 6--HD" ; +label variable ER56119 "HEHC OTR RPT: DIABETES AGE 7--HD" ; +label variable ER56120 "HEHC OTR RPT: DIABETES AGE 8--HD" ; +label variable ER56121 "HEHC OTR RPT: DIABETES AGE 9--HD" ; +label variable ER56122 "HEHC OTR RPT: DIABETES AGE 10--HD" ; +label variable ER56123 "HEHC OTR RPT: DIABETES AGE 11--HD" ; +label variable ER56124 "HEHC OTR RPT: DIABETES AGE 12--HD" ; +label variable ER56125 "HEHC OTR RPT: DIABETES AGE 13--HD" ; +label variable ER56126 "HEHC OTR RPT: DIABETES AGE 14--HD" ; +label variable ER56127 "HEHC OTR RPT: DIABETES AGE 15--HD" ; +label variable ER56128 "HEHC OTR RPT: DIABETES AGE 16--HD" ; +label variable ER56129 "HEHC OTR RPT: DIABETES AGE 17+--HD" ; +label variable ER56130 "HEHC OTR RPT: AGE END DIABETES--HD" ; +label variable ER56131 "HEHC OTR RPT: RESP DIS B4 AGE 1--HD" ; +label variable ER56132 "HEHC OTR RPT: RESP DIS AGE 1--HD" ; +label variable ER56133 "HEHC OTR RPT: RESP DIS AGE 2--HD" ; +label variable ER56134 "HEHC OTR RPT: RESP DIS AGE 3--HD" ; +label variable ER56135 "HEHC OTR RPT: RESP DIS AGE 4--HD" ; +label variable ER56136 "HEHC OTR RPT: RESP DIS AGE 5--HD" ; +label variable ER56137 "HEHC OTR RPT: RESP DIS AGE 6--HD" ; +label variable ER56138 "HEHC OTR RPT: RESP DIS AGE 7--HD" ; +label variable ER56139 "HEHC OTR RPT: RESP DIS AGE 8--HD" ; +label variable ER56140 "HEHC OTR RPT: RESP DIS AGE 9--HD" ; +label variable ER56141 "HEHC OTR RPT: RESP DIS AGE 10--HD" ; +label variable ER56142 "HEHC OTR RPT: RESP DIS AGE 11--HD" ; +label variable ER56143 "HEHC OTR RPT: RESP DIS AGE 12--HD" ; +label variable ER56144 "HEHC OTR RPT: RESP DIS AGE 13--HD" ; +label variable ER56145 "HEHC OTR RPT: RESP DIS AGE 14--HD" ; +label variable ER56146 "HEHC OTR RPT: RESP DIS AGE 15--HD" ; +label variable ER56147 "HEHC OTR RPT: RESP DIS AGE 16--HD" ; +label variable ER56148 "HEHC OTR RPT: RESP DIS AGE 17+--HD" ; +label variable ER56149 "HEHC OTR RPT: AGE END RESP DIS--HD" ; +label variable ER56150 "HEHC OTR RPT: SPCH IMPAIR B4 AGE 1--HD" ; +label variable ER56151 "HEHC OTR RPT: SPCH IMPAIR AGE 1--HD" ; +label variable ER56152 "HEHC OTR RPT: SPCH IMPAIR AGE 2--HD" ; +label variable ER56153 "HEHC OTR RPT: SPCH IMPAIR AGE 3--HD" ; +label variable ER56154 "HEHC OTR RPT: SPCH IMPAIR AGE 4--HD" ; +label variable ER56155 "HEHC OTR RPT: SPCH IMPAIR AGE 5--HD" ; +label variable ER56156 "HEHC OTR RPT: SPCH IMPAIR AGE 6--HD" ; +label variable ER56157 "HEHC OTR RPT: SPCH IMPAIR AGE 7--HD" ; +label variable ER56158 "HEHC OTR RPT: SPCH IMPAIR AGE 8--HD" ; +label variable ER56159 "HEHC OTR RPT: SPCH IMPAIR AGE 9--HD" ; +label variable ER56160 "HEHC OTR RPT: SPCH IMPAIR AGE 10--HD" ; +label variable ER56161 "HEHC OTR RPT: SPCH IMPAIR AGE 11--HD" ; +label variable ER56162 "HEHC OTR RPT: SPCH IMPAIR AGE 12--HD" ; +label variable ER56163 "HEHC OTR RPT: SPCH IMPAIR AGE 13--HD" ; +label variable ER56164 "HEHC OTR RPT: SPCH IMPAIR AGE 14--HD" ; +label variable ER56165 "HEHC OTR RPT: SPCH IMPAIR AGE 15--HD" ; +label variable ER56166 "HEHC OTR RPT: SPCH IMPAIR AGE 16--HD" ; +label variable ER56167 "HEHC OTR RPT: SPCH IMPAIR AGE 17+--HD" ; +label variable ER56168 "HEHC OTR RPT: AGE END SPCH IMPAIR--HD" ; +label variable ER56169 "HEHC OTR RPT: ALLERGY B4 AGE 1--HD" ; +label variable ER56170 "HEHC OTR RPT: ALLERGY AGE 1--HD" ; +label variable ER56171 "HEHC OTR RPT: ALLERGY AGE 2--HD" ; +label variable ER56172 "HEHC OTR RPT: ALLERGY AGE 3--HD" ; +label variable ER56173 "HEHC OTR RPT: ALLERGY AGE 4--HD" ; +label variable ER56174 "HEHC OTR RPT: ALLERGY AGE 5--HD" ; +label variable ER56175 "HEHC OTR RPT: ALLERGY AGE 6--HD" ; +label variable ER56176 "HEHC OTR RPT: ALLERGY AGE 7--HD" ; +label variable ER56177 "HEHC OTR RPT: ALLERGY AGE 8--HD" ; +label variable ER56178 "HEHC OTR RPT: ALLERGY AGE 9--HD" ; +label variable ER56179 "HEHC OTR RPT: ALLERGY AGE 10--HD" ; +label variable ER56180 "HEHC OTR RPT: ALLERGY AGE 11--HD" ; +label variable ER56181 "HEHC OTR RPT: ALLERGY AGE 12--HD" ; +label variable ER56182 "HEHC OTR RPT: ALLERGY AGE 13--HD" ; +label variable ER56183 "HEHC OTR RPT: ALLERGY AGE 14--HD" ; +label variable ER56184 "HEHC OTR RPT: ALLERGY AGE 15--HD" ; +label variable ER56185 "HEHC OTR RPT: ALLERGY AGE 16--HD" ; +label variable ER56186 "HEHC OTR RPT: ALLERGY AGE 17+--HD" ; +label variable ER56187 "HEHC OTR RPT: AGE END ALLERGY--HD" ; +label variable ER56188 "HEHC OTR RPT: HEART TRBL B4 AGE 1--HD" ; +label variable ER56189 "HEHC OTR RPT: HEART TRBL AGE 1--HD" ; +label variable ER56190 "HEHC OTR RPT: HEART TRBL AGE 2--HD" ; +label variable ER56191 "HEHC OTR RPT: HEART TRBL AGE 3--HD" ; +label variable ER56192 "HEHC OTR RPT: HEART TRBL AGE 4--HD" ; +label variable ER56193 "HEHC OTR RPT: HEART TRBL AGE 5--HD" ; +label variable ER56194 "HEHC OTR RPT: HEART TRBL AGE 6--HD" ; +label variable ER56195 "HEHC OTR RPT: HEART TRBL AGE 7--HD" ; +label variable ER56196 "HEHC OTR RPT: HEART TRBL AGE 8--HD" ; +label variable ER56197 "HEHC OTR RPT: HEART TRBL AGE 9--HD" ; +label variable ER56198 "HEHC OTR RPT: HEART TRBL AGE 10--HD" ; +label variable ER56199 "HEHC OTR RPT: HEART TRBL AGE 11--HD" ; +label variable ER56200 "HEHC OTR RPT: HEART TRBL AGE 12--HD" ; +label variable ER56201 "HEHC OTR RPT: HEART TRBL AGE 13--HD" ; +label variable ER56202 "HEHC OTR RPT: HEART TRBL AGE 14--HD" ; +label variable ER56203 "HEHC OTR RPT: HEART TRBL AGE 15--HD" ; +label variable ER56204 "HEHC OTR RPT: HEART TRBL AGE 16--HD" ; +label variable ER56205 "HEHC OTR RPT: HEART TRBL AGE 17+--HD" ; +label variable ER56206 "HEHC OTR RPT: AGE END HEART TRBL--HD" ; +label variable ER56207 "HEHC OTR RPT: EAR PROBS B4 AGE 1--HD" ; +label variable ER56208 "HEHC OTR RPT: EAR PROBS AGE 1--HD" ; +label variable ER56209 "HEHC OTR RPT: EAR PROBS AGE 2--HD" ; +label variable ER56210 "HEHC OTR RPT: EAR PROBS AGE 3--HD" ; +label variable ER56211 "HEHC OTR RPT: EAR PROBS AGE 4--HD" ; +label variable ER56212 "HEHC OTR RPT: EAR PROBS AGE 5--HD" ; +label variable ER56213 "HEHC OTR RPT: EAR PROBS AGE 6--HD" ; +label variable ER56214 "HEHC OTR RPT: EAR PROBS AGE 7--HD" ; +label variable ER56215 "HEHC OTR RPT: EAR PROBS AGE 8--HD" ; +label variable ER56216 "HEHC OTR RPT: EAR PROBS AGE 9--HD" ; +label variable ER56217 "HEHC OTR RPT: EAR PROBS AGE 10--HD" ; +label variable ER56218 "HEHC OTR RPT: EAR PROBS AGE 11--HD" ; +label variable ER56219 "HEHC OTR RPT: EAR PROBS AGE 12--HD" ; +label variable ER56220 "HEHC OTR RPT: EAR PROBS AGE 13--HD" ; +label variable ER56221 "HEHC OTR RPT: EAR PROBS AGE 14--HD" ; +label variable ER56222 "HEHC OTR RPT: EAR PROBS AGE 15--HD" ; +label variable ER56223 "HEHC OTR RPT: EAR PROBS AGE 16--HD" ; +label variable ER56224 "HEHC OTR RPT: EAR PROBS AGE 17+--HD" ; +label variable ER56225 "HEHC OTR RPT: AGE END EAR PROBS--HD" ; +label variable ER56226 "HEHC OTR RPT: EPILEPSY B4 AGE 1--HD" ; +label variable ER56227 "HEHC OTR RPT: EPILEPSY AGE 1--HD" ; +label variable ER56228 "HEHC OTR RPT: EPILEPSY AGE 2--HD" ; +label variable ER56229 "HEHC OTR RPT: EPILEPSY AGE 3--HD" ; +label variable ER56230 "HEHC OTR RPT: EPILEPSY AGE 4--HD" ; +label variable ER56231 "HEHC OTR RPT: EPILEPSY AGE 5--HD" ; +label variable ER56232 "HEHC OTR RPT: EPILEPSY AGE 6--HD" ; +label variable ER56233 "HEHC OTR RPT: EPILEPSY AGE 7--HD" ; +label variable ER56234 "HEHC OTR RPT: EPILEPSY AGE 8--HD" ; +label variable ER56235 "HEHC OTR RPT: EPILEPSY AGE 9--HD" ; +label variable ER56236 "HEHC OTR RPT: EPILEPSY AGE 10--HD" ; +label variable ER56237 "HEHC OTR RPT: EPILEPSY AGE 11--HD" ; +label variable ER56238 "HEHC OTR RPT: EPILEPSY AGE 12--HD" ; +label variable ER56239 "HEHC OTR RPT: EPILEPSY AGE 13--HD" ; +label variable ER56240 "HEHC OTR RPT: EPILEPSY AGE 14--HD" ; +label variable ER56241 "HEHC OTR RPT: EPILEPSY AGE 15--HD" ; +label variable ER56242 "HEHC OTR RPT: EPILEPSY AGE 16--HD" ; +label variable ER56243 "HEHC OTR RPT: EPILEPSY AGE 17+--HD" ; +label variable ER56244 "HEHC OTR RPT: AGE END EPILEPSY--HD" ; +label variable ER56245 "HEHC OTR RPT: HEADACHE B4 AGE 1--HD" ; +label variable ER56246 "HEHC OTR RPT: HEADACHE AGE 1--HD" ; +label variable ER56247 "HEHC OTR RPT: HEADACHE AGE 2--HD" ; +label variable ER56248 "HEHC OTR RPT: HEADACHE AGE 3--HD" ; +label variable ER56249 "HEHC OTR RPT: HEADACHE AGE 4--HD" ; +label variable ER56250 "HEHC OTR RPT: HEADACHE AGE 5--HD" ; +label variable ER56251 "HEHC OTR RPT: HEADACHE AGE 6--HD" ; +label variable ER56252 "HEHC OTR RPT: HEADACHE AGE 7--HD" ; +label variable ER56253 "HEHC OTR RPT: HEADACHE AGE 8--HD" ; +label variable ER56254 "HEHC OTR RPT: HEADACHE AGE 9--HD" ; +label variable ER56255 "HEHC OTR RPT: HEADACHE AGE 10--HD" ; +label variable ER56256 "HEHC OTR RPT: HEADACHE AGE 11--HD" ; +label variable ER56257 "HEHC OTR RPT: HEADACHE AGE 12--HD" ; +label variable ER56258 "HEHC OTR RPT: HEADACHE AGE 13--HD" ; +label variable ER56259 "HEHC OTR RPT: HEADACHE AGE 14--HD" ; +label variable ER56260 "HEHC OTR RPT: HEADACHE AGE 15--HD" ; +label variable ER56261 "HEHC OTR RPT: HEADACHE AGE 16--HD" ; +label variable ER56262 "HEHC OTR RPT: HEADACHE AGE 17+--HD" ; +label variable ER56263 "HEHC OTR RPT: AGE END HEADACHE--HD" ; +label variable ER56264 "HEHC OTR RPT: STOM PROB B4 AGE 1--HD" ; +label variable ER56265 "HEHC OTR RPT: STOM PROB AGE 1--HD" ; +label variable ER56266 "HEHC OTR RPT: STOM PROB AGE 2--HD" ; +label variable ER56267 "HEHC OTR RPT: STOM PROB AGE 3--HD" ; +label variable ER56268 "HEHC OTR RPT: STOM PROB AGE 4--HD" ; +label variable ER56269 "HEHC OTR RPT: STOM PROB AGE 5--HD" ; +label variable ER56270 "HEHC OTR RPT: STOM PROB AGE 6--HD" ; +label variable ER56271 "HEHC OTR RPT: STOM PROB AGE 7--HD" ; +label variable ER56272 "HEHC OTR RPT: STOM PROB AGE 8--HD" ; +label variable ER56273 "HEHC OTR RPT: STOM PROB AGE 9--HD" ; +label variable ER56274 "HEHC OTR RPT: STOM PROB AGE 10--HD" ; +label variable ER56275 "HEHC OTR RPT: STOM PROB AGE 11--HD" ; +label variable ER56276 "HEHC OTR RPT: STOM PROB AGE 12--HD" ; +label variable ER56277 "HEHC OTR RPT: STOM PROB AGE 13--HD" ; +label variable ER56278 "HEHC OTR RPT: STOM PROB AGE 14--HD" ; +label variable ER56279 "HEHC OTR RPT: STOM PROB AGE 15--HD" ; +label variable ER56280 "HEHC OTR RPT: STOM PROB AGE 16--HD" ; +label variable ER56281 "HEHC OTR RPT: STOM PROB AGE 17+--HD" ; +label variable ER56282 "HEHC OTR RPT: AGE END STOM PROB--HD" ; +label variable ER56283 "HEHC OTR RPT: HGH BLOOD PR B4 AGE 1--HD" ; +label variable ER56284 "HEHC OTR RPT: HGH BLOOD PR AGE 1--HD" ; +label variable ER56285 "HEHC OTR RPT: HGH BLOOD PR AGE 2--HD" ; +label variable ER56286 "HEHC OTR RPT: HGH BLOOD PR AGE 3--HD" ; +label variable ER56287 "HEHC OTR RPT: HGH BLOOD PR AGE 4--HD" ; +label variable ER56288 "HEHC OTR RPT: HGH BLOOD PR AGE 5--HD" ; +label variable ER56289 "HEHC OTR RPT: HGH BLOOD PR AGE 6--HD" ; +label variable ER56290 "HEHC OTR RPT: HGH BLOOD PR AGE 7--HD" ; +label variable ER56291 "HEHC OTR RPT: HGH BLOOD PR AGE 8--HD" ; +label variable ER56292 "HEHC OTR RPT: HGH BLOOD PR AGE 9--HD" ; +label variable ER56293 "HEHC OTR RPT: HGH BLOOD PR AGE 10--HD" ; +label variable ER56294 "HEHC OTR RPT: HGH BLOOD PR AGE 11--HD" ; +label variable ER56295 "HEHC OTR RPT: HGH BLOOD PR AGE 12--HD" ; +label variable ER56296 "HEHC OTR RPT: HGH BLOOD PR AGE 13--HD" ; +label variable ER56297 "HEHC OTR RPT: HGH BLOOD PR AGE 14--HD" ; +label variable ER56298 "HEHC OTR RPT: HGH BLOOD PR AGE 15--HD" ; +label variable ER56299 "HEHC OTR RPT: HGH BLOOD PR AGE 16--HD" ; +label variable ER56300 "HEHC OTR RPT: HGH BLOOD PR AGE 17+--HD" ; +label variable ER56301 "HEHC OTR RPT: AGE END HGH BLD PR--HD" ; +label variable ER56302 "HEHC OTR RPT: DEPRESSION B4 AGE 1--HD" ; +label variable ER56303 "HEHC OTR RPT: DEPRESSION AGE 1--HD" ; +label variable ER56304 "HEHC OTR RPT: DEPRESSION AGE 2--HD" ; +label variable ER56305 "HEHC OTR RPT: DEPRESSION AGE 3--HD" ; +label variable ER56306 "HEHC OTR RPT: DEPRESSION AGE 4--HD" ; +label variable ER56307 "HEHC OTR RPT: DEPRESSION AGE 5--HD" ; +label variable ER56308 "HEHC OTR RPT: DEPRESSION AGE 6--HD" ; +label variable ER56309 "HEHC OTR RPT: DEPRESSION AGE 7--HD" ; +label variable ER56310 "HEHC OTR RPT: DEPRESSION AGE 8--HD" ; +label variable ER56311 "HEHC OTR RPT: DEPRESSION AGE 9--HD" ; +label variable ER56312 "HEHC OTR RPT: DEPRESSION AGE 10--HD" ; +label variable ER56313 "HEHC OTR RPT: DEPRESSION AGE 11--HD" ; +label variable ER56314 "HEHC OTR RPT: DEPRESSION AGE 12--HD" ; +label variable ER56315 "HEHC OTR RPT: DEPRESSION AGE 13--HD" ; +label variable ER56316 "HEHC OTR RPT: DEPRESSION AGE 14--HD" ; +label variable ER56317 "HEHC OTR RPT: DEPRESSION AGE 15--HD" ; +label variable ER56318 "HEHC OTR RPT: DEPRESSION AGE 16--HD" ; +label variable ER56319 "HEHC OTR RPT: DEPRESSION AGE 17+--HD" ; +label variable ER56320 "HEHC OTR RPT: AGE END DEPRESSION--HD" ; +label variable ER56321 "HEHC OTR RPT: DRUG/AL PROB B4 AGE 1--HD" ; +label variable ER56322 "HEHC OTR RPT: DRUG/AL PROB AGE 1--HD" ; +label variable ER56323 "HEHC OTR RPT: DRUG/AL PROB AGE 2--HD" ; +label variable ER56324 "HEHC OTR RPT: DRUG/AL PROB AGE 3--HD" ; +label variable ER56325 "HEHC OTR RPT: DRUG/AL PROB AGE 4--HD" ; +label variable ER56326 "HEHC OTR RPT: DRUG/AL PROB AGE 5--HD" ; +label variable ER56327 "HEHC OTR RPT: DRUG/AL PROB AGE 6--HD" ; +label variable ER56328 "HEHC OTR RPT: DRUG/AL PROB AGE 7--HD" ; +label variable ER56329 "HEHC OTR RPT: DRUG/AL PROB AGE 8--HD" ; +label variable ER56330 "HEHC OTR RPT: DRUG/AL PROB AGE 9--HD" ; +label variable ER56331 "HEHC OTR RPT: DRUG/AL PROB AGE 10--HD" ; +label variable ER56332 "HEHC OTR RPT: DRUG/AL PROB AGE 11--HD" ; +label variable ER56333 "HEHC OTR RPT: DRUG/AL PROB AGE 12--HD" ; +label variable ER56334 "HEHC OTR RPT: DRUG/AL PROB AGE 13--HD" ; +label variable ER56335 "HEHC OTR RPT: DRUG/AL PROB AGE 14--HD" ; +label variable ER56336 "HEHC OTR RPT: DRUG/AL PROB AGE 15--HD" ; +label variable ER56337 "HEHC OTR RPT: DRUG/AL PROB AGE 16--HD" ; +label variable ER56338 "HEHC OTR RPT: DRUG/AL PROB AGE 17+--HD" ; +label variable ER56339 "HEHC OTR RPT: AGE END DRUG/AL PROB--HD" ; +label variable ER56340 "HEHC OTR RPT: OTR PSYCH PROB B4 AGE 1--H" ; +label variable ER56341 "HEHC OTR RPT: OTR PSYCH PROB AGE 1--HD" ; +label variable ER56342 "HEHC OTR RPT: OTR PSYCH PROB AGE 2--HD" ; +label variable ER56343 "HEHC OTR RPT: OTR PSYCH PROB AGE 3--HD" ; +label variable ER56344 "HEHC OTR RPT: OTR PSYCH PROB AGE 4--HD" ; +label variable ER56345 "HEHC OTR RPT: OTR PSYCH PROB AGE 5--HD" ; +label variable ER56346 "HEHC OTR RPT: OTR PSYCH PROB AGE 6--HD" ; +label variable ER56347 "HEHC OTR RPT: OTR PSYCH PROB AGE 7--HD" ; +label variable ER56348 "HEHC OTR RPT: OTR PSYCH PROB AGE 8--HD" ; +label variable ER56349 "HEHC OTR RPT: OTR PSYCH PROB AGE 9--HD" ; +label variable ER56350 "HEHC OTR RPT: OTR PSYCH PROB AGE 10--HD" ; +label variable ER56351 "HEHC OTR RPT: OTR PSYCH PROB AGE 11--HD" ; +label variable ER56352 "HEHC OTR RPT: OTR PSYCH PROB AGE 12--HD" ; +label variable ER56353 "HEHC OTR RPT: OTR PSYCH PROB AGE 13--HD" ; +label variable ER56354 "HEHC OTR RPT: OTR PSYCH PROB AGE 14--HD" ; +label variable ER56355 "HEHC OTR RPT: OTR PSYCH PROB AGE 15--HD" ; +label variable ER56356 "HEHC OTR RPT: OTR PSYCH PROB AGE 16--HD" ; +label variable ER56357 "HEHC OTR RPT: OTR PSYCH PROB AGE 17+--HD" ; +label variable ER56358 "HEHC OTR RPT: AGE END OTR PSYCH PROB--HD" ; +label variable ER56359 "H24 WTR WIFE IN FU NOW" ; +label variable ER56360 "H1 HEALTH STATUS-WIFE" ; +label variable ER56361 "H1A WTR HLTH BETTER/WORSE-WIFE" ; +label variable ER56362 "H1B WTR HEALTH BETTER-WIFE" ; +label variable ER56363 "H1C WTR HEALTH WORSE-WIFE" ; +label variable ER56364 "H2 WTR TYPE/AMT WORK LIMITED-WIFE" ; +label variable ER56365 "H3 WTR UNABLE TO DO SOME TYPES WORK-WF" ; +label variable ER56366 "H4 WTR LIMIT AMT WORK CAN DO-WIFE" ; +label variable ER56367 "H5A WTR HAD STROKE-WIFE" ; +label variable ER56368 "H5A WTR EDITED-WIFE" ; +label variable ER56369 "H6A1 AGE AT FIRST STROKE-WIFE" ; +label variable ER56370 "H6A2 WTR SECOND STROKE-WIFE" ; +label variable ER56371 "H7A WTR STROKE LIMIT DAILY ACTIVITY-WF" ; +label variable ER56372 "H7A2 WTR TAKING MEDS FOR STROKE-WF" ; +label variable ER56373 "H5B WTR HEART ATTACK-WIFE" ; +label variable ER56374 "H5B WTR EDITED-WIFE" ; +label variable ER56375 "H6B1 AGE AT FIRST HEART ATTACK-WF" ; +label variable ER56376 "H6B2 WTR SECOND HEART ATTACK-WF" ; +label variable ER56377 "H7B WTR HRT ATTACK LIMIT ACTIVITY-WF" ; +label variable ER56378 "H7B2 WTR TAKING MEDS FOR HEART ATTACK-WF" ; +label variable ER56379 "H5C WTR HEART DISEASE-WIFE" ; +label variable ER56380 "H5C WTR EDITED-WIFE" ; +label variable ER56381 "H6C1 AGE FIRST HAD HEART DISEASE-WF" ; +label variable ER56382 "H7C WTR HRT DISEASE LIMIT ACTIVITY-WF" ; +label variable ER56383 "H7C2 WTR TAKING MEDS HEART DISEASE-WF" ; +label variable ER56384 "H5D WTR HYPERTENSION-WIFE" ; +label variable ER56385 "H5D WTR EDITED-WIFE" ; +label variable ER56386 "H6D1 AGE FIRST HAD HYPERTENSION-WF" ; +label variable ER56387 "H7D WTR HYPERTENSION LIMIT ACTIVITY-WF" ; +label variable ER56388 "H7D2 WTR TAKING MEDS FOR HYPERTENSION-WF" ; +label variable ER56389 "H5E WTR ASTHMA-WIFE" ; +label variable ER56390 "H5E WTR EDITED-WIFE" ; +label variable ER56391 "H6E1 AGE FIRST HAD ASTHMA-WIFE" ; +label variable ER56392 "H7E WTR ASTHMA LIMIT DAILY ACTIVITY-WF" ; +label variable ER56393 "H7E2 WTR TAKING MEDS FOR ASTHMA-WF" ; +label variable ER56394 "H5F WTR LUNG DISEASE-WIFE" ; +label variable ER56395 "H5F WTR EDITED-WIFE" ; +label variable ER56396 "H6F1 AGE FIRST HAD LUNG DISEASE-WF" ; +label variable ER56397 "H7F WTR LUNG DISEASE LIMIT ACTIVITY-WF" ; +label variable ER56398 "H7F2 WTR TAKING MEDS FOR LUNG DISEASE-WF" ; +label variable ER56399 "H5G WTR DIABETES-WIFE" ; +label variable ER56400 "H5G WTR EDITED-WIFE" ; +label variable ER56401 "H6G1 AGE FIRST HAD DIABETES-WIFE" ; +label variable ER56402 "H7G WTR DIABETES LIMIT ACTIVITY-WF" ; +label variable ER56403 "H7G2 WTR TAKING MEDS FOR DIABETES-WF" ; +label variable ER56404 "H5H WTR ARTHRITIS-WIFE" ; +label variable ER56405 "H5H WTR EDITED-WIFE" ; +label variable ER56406 "H6H1 AGE FIRST HAD ARTHRITIS-WIFE" ; +label variable ER56407 "H7H WTR ARTHRITIS LIMIT ACTIVITY-WF" ; +label variable ER56408 "H7H2 WTR TAKING MEDS FOR ARTHRITIS-WF" ; +label variable ER56409 "H5I WTR MENTAL LOSS-WIFE" ; +label variable ER56410 "H5I WTR EDITED-WIFE" ; +label variable ER56411 "H6I1 AGE FIRST HAD MEMORY LOSS-WF" ; +label variable ER56412 "H7I WTR MEMORY LOSS LIMIT ACTIVITY-WF" ; +label variable ER56413 "H7I2 WTR TAKING MEDS FOR MEMORY LOSS-WF" ; +label variable ER56414 "H5J WTR LEARNING DISORDER-WIFE" ; +label variable ER56415 "H5J WTR EDITED-WIFE" ; +label variable ER56416 "H6J1 AGE FIRST HAD LRNG DISORDER-WF" ; +label variable ER56417 "H7J WTR LRNG DISORDR LIMIT ACTIVITY-WF" ; +label variable ER56418 "H7J2 WTR TAKING MEDS FOR LRNG DISORDR-WF" ; +label variable ER56419 "H5K WTR CANCER-WIFE" ; +label variable ER56420 "H6K1 AGE FIRST HAD CANCER-WIFE" ; +label variable ER56421 "H6K3 WTR TREATING, RMSSN, OR CURED-WF" ; +label variable ER56422 "H6K4 TYPE OF CANCER MENTION 1-WIFE" ; +label variable ER56423 "H6K4 WTR EDITED (MEN 1)-WIFE" ; +label variable ER56424 "H6K4 TYPE OF CANCER MENTION 2-WIFE" ; +label variable ER56425 "H6K4 WTR EDITED (MEN 2)-WIFE" ; +label variable ER56426 "H7K WTR CANCER LIMIT ACTIVITY-WIFE" ; +label variable ER56427 "H5L WTR PSYCH PROBLEM-WIFE" ; +label variable ER56428 "H6L1 AGE FIRST HAD PSYCH PROB-WIFE" ; +label variable ER56429 "H6L2 TYPE OF PSYCH PROB MENTION 1-WF" ; +label variable ER56430 "H6L2 WTR EDITED (MEN1) -WIFE" ; +label variable ER56431 "H6L2 TYPE OF PSYCH PROB MENTION 2-WF" ; +label variable ER56432 "H6L2 WTR EDITED (MEN2) -WIFE" ; +label variable ER56433 "H6L2 TYPE OF PSYCH PROB MENTION 3-WF" ; +label variable ER56434 "H6L2 WTR EDITED (MEN3) -WIFE" ; +label variable ER56435 "H7L WTR PSYCH PROB LIMIT ACTIVITY-WF" ; +label variable ER56436 "H7L2 WTR TAKING MEDS FOR NERVES-WF" ; +label variable ER56437 "H5M WTR OTR CHRONIC CONDITION-WF" ; +label variable ER56438 "H6M1 TYPE OTR CHRONIC CONDITION-WF" ; +label variable ER56439 "H6M2 AGE FIRST HAD CHRON COND-WIFE" ; +label variable ER56440 "H7M WTR CHRON COND LIMIT ACTIVITY-WF" ; +label variable ER56441 "H7M2 WTR TAKING MEDS FOR OTR CHRON-WF" ; +label variable ER56442 "H8 WTR HOSPITALIZED IN 2012-WIFE" ; +label variable ER56443 "H8A # NIGHTS HOSPITALIZED-WIFE" ; +label variable ER56444 "H8A # WEEKS HOSPITALIZED-WIFE" ; +label variable ER56445 "H9A WTR PROBLEM BATHING-WIFE" ; +label variable ER56446 "H10A1 WTR SOMEONE HELPS BATHE-WF" ; +label variable ER56447 "H10A2 WTR NEED EQUIP TO BATHE-WF" ; +label variable ER56448 "H9B WTR PROBLEM DRESSING-WIFE" ; +label variable ER56449 "H10B1 WTR SOMEONE HELPS DRESS-WF" ; +label variable ER56450 "H10B2 WTR NEED EQUIP TO DRESS-WF" ; +label variable ER56451 "H9C WTR PROBLEM EATING-WIFE" ; +label variable ER56452 "H10C1 WTR SOMEONE HELPS EATNG-WF" ; +label variable ER56453 "H10C2 WTR NEED EQUIP TO EAT-WF" ; +label variable ER56454 "H9D WTR PROB GET IN/OUT BED/CHAIR-WF" ; +label variable ER56455 "H10D1 WTR SOMEONE HELPS BED/CHAIR-WF" ; +label variable ER56456 "H10D2 WTR NEED EQUIP FOR BED/CHAIR-WF" ; +label variable ER56457 "H9E WTR PROBLEM WALKING-WIFE" ; +label variable ER56458 "H10E1 WTR SOMEONE HELPS WALK-WF" ; +label variable ER56459 "H10E2 WTR NEED EQUIP TO WALK-WF" ; +label variable ER56460 "H9F WTR PROBLEM GETTING OUTSIDE-WF" ; +label variable ER56461 "H10F1 WTR SOMEONE HELPS GET OUT-WF" ; +label variable ER56462 "H10F2 WTR NEED EQUIP TO GO OUTSIDE-WF" ; +label variable ER56463 "H9G WTR PROBLEM USE TOILET-WF" ; +label variable ER56464 "H10G1 WTR SOMEONE HELPS TOILET-WF" ; +label variable ER56465 "H10G2 WTR NEED EQUIP TO USE TOILET-WF" ; +label variable ER56466 "H11A WTR DIFFICULT PREPARE MEALS-WF" ; +label variable ER56467 "H11B HEALTH/PHYSICAL PROBLEM?-WF" ; +label variable ER56468 "H11C WTR DIFFICULT SHOPPING-WF" ; +label variable ER56469 "H11D HEALTH/PHYSICAL PROBLEM?-WF" ; +label variable ER56470 "H11E WTR DIFFICULT MANAGE MONEY-WF" ; +label variable ER56471 "H11F HEALTH/PHYSICAL PROBLEM?-WF" ; +label variable ER56472 "H11G WTR TELEPHONE DIFFICULT-WF" ; +label variable ER56473 "H11H HEALTH/PHYSICAL PROBLEM?-WF" ; +label variable ER56474 "H11J WTR HEAVY HSWRK DIFFICULT-WF" ; +label variable ER56475 "H11K HEALTH/PHYSICAL PROBLEM?-WF" ; +label variable ER56476 "H11L WTR LIGHT HSWRK DIFFICULT-WF" ; +label variable ER56477 "H11M HEALTH/PHYSICAL PROBLEM?-WF" ; +label variable ER56478 "H12A FREQ OF HVY PHYSICAL ACTIVITY-WF" ; +label variable ER56479 "H12A TIME UNIT FOR HVY PHYS ACTIVITY-WF" ; +label variable ER56480 "H12B FREQ OF LITE PHYSICAL ACTIVITY-WF" ; +label variable ER56481 "H12B TIME UNIT FOR LITE PHYS ACTIVITY-WF" ; +label variable ER56482 "H12C FREQ OF STRENGTH PHYS ACTIVITY-WF" ; +label variable ER56483 "H12C TIME UNIT STRNGTH PHYS ACTVTY-WF" ; +label variable ER56484 "H13 WTR SMOKE CIGARETTES-WF" ; +label variable ER56485 "H14 # CIGARETTES PER DAY-WF" ; +label variable ER56486 "H15 AGE WHEN FIRST SMOKED-WF" ; +label variable ER56487 "H16 WTR EVER SMOKED CIGARETTES-WF" ; +label variable ER56488 "H17 # CIGARETTES PER DAY-WF" ; +label variable ER56489 "H18 AGE LAST SMOKED REGULARLY-WF" ; +label variable ER56490 "H19 AGE FIRST SMOKED REGULARLY-WF" ; +label variable ER56491 "H20 WTR DRINK ALCOHOL-WIFE" ; +label variable ER56492 "H21A HOW OFTEN HAVE DRINKS-WF" ; +label variable ER56493 "H21B # ALCOHOLIC DRINKS PER DAY-WF" ; +label variable ER56494 "H21C # DAYS HAD 4-5 DRINKS-WIFE" ; +label variable ER56495 "H22 WEIGHT IN POUNDS--WIFE" ; +label variable ER56496 "H22 WEIGHT IN KILOS--WIFE" ; +label variable ER56497 "H23 HEIGHT-FEET--WIFE" ; +label variable ER56498 "H23 HEIGHT-INCHES--WIFE" ; +label variable ER56499 "H23 HEIGHT IN METERS--WIFE" ; +label variable ER56500 "H25W HEALTH STATUS B4 AGE 17--WF" ; +label variable ER56501 "H26W WTR MISSED MO OR MORE SCHOOL--WF" ; +label variable ER56502 "H27W WTR MEASLES B4 AGE 17--WF" ; +label variable ER56503 "H28W WTR MUMPS B4 AGE 17--WF" ; +label variable ER56504 "H29W WTR CHICKEN POX B4 AGE 17--WF" ; +label variable ER56505 "H30W WTR DIFF SEEING B4 AGE 17--WF" ; +label variable ER56506 "H31W PARENTS SMOKED B4 WF AGE 17?--WF" ; +label variable ER56507 "H32W WTR ASTHMA B4 AGE 17--WF" ; +label variable ER56508 "H33W WTR DIABETES B4 AGE 17--WF" ; +label variable ER56509 "H34W WTR RESP DIS B4 AGE 17--WF" ; +label variable ER56510 "H35W WTR SPCH IMPAIR B4 AGE 17--WF" ; +label variable ER56511 "H36W WTR ALLERGY B4 AGE 17--WF" ; +label variable ER56512 "H37W WTR HEART TRBL B4 AGE 17--WF" ; +label variable ER56513 "H38W WTR EAR PROB B4 AGE 17--WF" ; +label variable ER56514 "H39W WTR EPILEPSY B4 AGE 17--WF" ; +label variable ER56515 "H40W WTR HEADACHE B4 AGE 17--WF" ; +label variable ER56516 "H41W WTR STOM PROB B4 AGE 17--WF" ; +label variable ER56517 "H42W WTR HGH BLOOD PR B4 AGE 17--WF" ; +label variable ER56518 "H43W WTR DEPRESSION B4 AGE 17--WF" ; +label variable ER56519 "H44W WTR DRUG/AL PROB B4 AGE 17--WF" ; +label variable ER56520 "H45W WTR OTR PSYCW PROB B4 AGE 17--WF" ; +label variable ER56521 "HEHC SLF RPT: YEAR 1ST REPORT--WF" ; +label variable ER56522 "HEHC SLF RPT: PAR SEP B4 AGE 1--WF" ; +label variable ER56523 "HEHC SLF RPT: PAR SEP AGE 1--WF" ; +label variable ER56524 "HEHC SLF RPT: PAR SEP AGE 2--WF" ; +label variable ER56525 "HEHC SLF RPT: PAR SEP AGE 3--WF" ; +label variable ER56526 "HEHC SLF RPT: PAR SEP AGE 4--WF" ; +label variable ER56527 "HEHC SLF RPT: PAR SEP AGE 5--WF" ; +label variable ER56528 "HEHC SLF RPT: PAR SEP AGE 6--WF" ; +label variable ER56529 "HEHC SLF RPT: PAR SEP AGE 7--WF" ; +label variable ER56530 "HEHC SLF RPT: PAR SEP AGE 8--WF" ; +label variable ER56531 "HEHC SLF RPT: PAR SEP AGE 9--WF" ; +label variable ER56532 "HEHC SLF RPT: PAR SEP AGE 10--WF" ; +label variable ER56533 "HEHC SLF RPT: PAR SEP AGE 11--WF" ; +label variable ER56534 "HEHC SLF RPT: PAR SEP AGE 12--WF" ; +label variable ER56535 "HEHC SLF RPT: PAR SEP AGE 13--WF" ; +label variable ER56536 "HEHC SLF RPT: PAR SEP AGE 14--WF" ; +label variable ER56537 "HEHC SLF RPT: PAR SEP AGE 15--WF" ; +label variable ER56538 "HEHC SLF RPT: PAR SEP AGE 16--WF" ; +label variable ER56539 "HEHC SLF RPT: MOVE B4 AGE 1--WF" ; +label variable ER56540 "HEHC SLF RPT: MOVE AGE 1--WF" ; +label variable ER56541 "HEHC SLF RPT: MOVE AGE 2--WF" ; +label variable ER56542 "HEHC SLF RPT: MOVE AGE 3--WF" ; +label variable ER56543 "HEHC SLF RPT: MOVE AGE 4--WF" ; +label variable ER56544 "HEHC SLF RPT: MOVE AGE 5--WF" ; +label variable ER56545 "HEHC SLF RPT: MOVE AGE 6--WF" ; +label variable ER56546 "HEHC SLF RPT: MOVE AGE 7--WF" ; +label variable ER56547 "HEHC SLF RPT: MOVE AGE 8--WF" ; +label variable ER56548 "HEHC SLF RPT: MOVE AGE 9--WF" ; +label variable ER56549 "HEHC SLF RPT: MOVE AGE 10--WF" ; +label variable ER56550 "HEHC SLF RPT: MOVE AGE 11--WF" ; +label variable ER56551 "HEHC SLF RPT: MOVE AGE 12--WF" ; +label variable ER56552 "HEHC SLF RPT: MOVE AGE 13--WF" ; +label variable ER56553 "HEHC SLF RPT: MOVE AGE 14--WF" ; +label variable ER56554 "HEHC SLF RPT: MOVE AGE 15--WF" ; +label variable ER56555 "HEHC SLF RPT: MOVE AGE 16--WF" ; +label variable ER56556 "HEHC SLF RPT: SCHOOL B4 AGE 1--WF" ; +label variable ER56557 "HEHC SLF RPT: SCHOOL AGE 1--WF" ; +label variable ER56558 "HEHC SLF RPT: SCHOOL AGE 2--WF" ; +label variable ER56559 "HEHC SLF RPT: SCHOOL AGE 3--WF" ; +label variable ER56560 "HEHC SLF RPT: SCHOOL AGE 4--WF" ; +label variable ER56561 "HEHC SLF RPT: SCHOOL AGE 5--WF" ; +label variable ER56562 "HEHC SLF RPT: SCHOOL AGE 6--WF" ; +label variable ER56563 "HEHC SLF RPT: SCHOOL AGE 7--WF" ; +label variable ER56564 "HEHC SLF RPT: SCHOOL AGE 8--WF" ; +label variable ER56565 "HEHC SLF RPT: SCHOOL AGE 9--WF" ; +label variable ER56566 "HEHC SLF RPT: SCHOOL AGE 10--WF" ; +label variable ER56567 "HEHC SLF RPT: SCHOOL AGE 11--WF" ; +label variable ER56568 "HEHC SLF RPT: SCHOOL AGE 12--WF" ; +label variable ER56569 "HEHC SLF RPT: SCHOOL AGE 13--WF" ; +label variable ER56570 "HEHC SLF RPT: SCHOOL AGE 14--WF" ; +label variable ER56571 "HEHC SLF RPT: SCHOOL AGE 15--WF" ; +label variable ER56572 "HEHC SLF RPT: SCHOOL AGE 16--WF" ; +label variable ER56573 "HEHC SLF RPT: ASTHMA B4 AGE 1--WF" ; +label variable ER56574 "HEHC SLF RPT: ASTHMA AGE 1--WF" ; +label variable ER56575 "HEHC SLF RPT: ASTHMA AGE 2--WF" ; +label variable ER56576 "HEHC SLF RPT: ASTHMA AGE 3--WF" ; +label variable ER56577 "HEHC SLF RPT: ASTHMA AGE 4--WF" ; +label variable ER56578 "HEHC SLF RPT: ASTHMA AGE 5--WF" ; +label variable ER56579 "HEHC SLF RPT: ASTHMA AGE 6--WF" ; +label variable ER56580 "HEHC SLF RPT: ASTHMA AGE 7--WF" ; +label variable ER56581 "HEHC SLF RPT: ASTHMA AGE 8--WF" ; +label variable ER56582 "HEHC SLF RPT: ASTHMA AGE 9--WF" ; +label variable ER56583 "HEHC SLF RPT: ASTHMA AGE 10--WF" ; +label variable ER56584 "HEHC SLF RPT: ASTHMA AGE 11--WF" ; +label variable ER56585 "HEHC SLF RPT: ASTHMA AGE 12--WF" ; +label variable ER56586 "HEHC SLF RPT: ASTHMA AGE 13--WF" ; +label variable ER56587 "HEHC SLF RPT: ASTHMA AGE 14--WF" ; +label variable ER56588 "HEHC SLF RPT: ASTHMA AGE 15--WF" ; +label variable ER56589 "HEHC SLF RPT: ASTHMA AGE 16--WF" ; +label variable ER56590 "HEHC SLF RPT: ASTHMA AGE 17+--WF" ; +label variable ER56591 "HEHC SLF RPT: AGE END ASTHMA--WF" ; +label variable ER56592 "HEHC SLF RPT: DIABETES B4 AGE 1--WF" ; +label variable ER56593 "HEHC SLF RPT: DIABETES AGE 1--WF" ; +label variable ER56594 "HEHC SLF RPT: DIABETES AGE 2--WF" ; +label variable ER56595 "HEHC SLF RPT: DIABETES AGE 3--WF" ; +label variable ER56596 "HEHC SLF RPT: DIABETES AGE 4--WF" ; +label variable ER56597 "HEHC SLF RPT: DIABETES AGE 5--WF" ; +label variable ER56598 "HEHC SLF RPT: DIABETES AGE 6--WF" ; +label variable ER56599 "HEHC SLF RPT: DIABETES AGE 7--WF" ; +label variable ER56600 "HEHC SLF RPT: DIABETES AGE 8--WF" ; +label variable ER56601 "HEHC SLF RPT: DIABETES AGE 9--WF" ; +label variable ER56602 "HEHC SLF RPT: DIABETES AGE 10--WF" ; +label variable ER56603 "HEHC SLF RPT: DIABETES AGE 11--WF" ; +label variable ER56604 "HEHC SLF RPT: DIABETES AGE 12--WF" ; +label variable ER56605 "HEHC SLF RPT: DIABETES AGE 13--WF" ; +label variable ER56606 "HEHC SLF RPT: DIABETES AGE 14--WF" ; +label variable ER56607 "HEHC SLF RPT: DIABETES AGE 15--WF" ; +label variable ER56608 "HEHC SLF RPT: DIABETES AGE 16--WF" ; +label variable ER56609 "HEHC SLF RPT: DIABETES AGE 17+--WF" ; +label variable ER56610 "HEHC SLF RPT: AGE END DIABETES--WF" ; +label variable ER56611 "HEHC SLF RPT: RESP DIS B4 AGE 1--WF" ; +label variable ER56612 "HEHC SLF RPT: RESP DIS AGE 1--WF" ; +label variable ER56613 "HEHC SLF RPT: RESP DIS AGE 2--WF" ; +label variable ER56614 "HEHC SLF RPT: RESP DIS AGE 3--WF" ; +label variable ER56615 "HEHC SLF RPT: RESP DIS AGE 4--WF" ; +label variable ER56616 "HEHC SLF RPT: RESP DIS AGE 5--WF" ; +label variable ER56617 "HEHC SLF RPT: RESP DIS AGE 6--WF" ; +label variable ER56618 "HEHC SLF RPT: RESP DIS AGE 7--WF" ; +label variable ER56619 "HEHC SLF RPT: RESP DIS AGE 8--WF" ; +label variable ER56620 "HEHC SLF RPT: RESP DIS AGE 9--WF" ; +label variable ER56621 "HEHC SLF RPT: RESP DIS AGE 10--WF" ; +label variable ER56622 "HEHC SLF RPT: RESP DIS AGE 11--WF" ; +label variable ER56623 "HEHC SLF RPT: RESP DIS AGE 12--WF" ; +label variable ER56624 "HEHC SLF RPT: RESP DIS AGE 13--WF" ; +label variable ER56625 "HEHC SLF RPT: RESP DIS AGE 14--WF" ; +label variable ER56626 "HEHC SLF RPT: RESP DIS AGE 15--WF" ; +label variable ER56627 "HEHC SLF RPT: RESP DIS AGE 16--WF" ; +label variable ER56628 "HEHC SLF RPT: RESP DIS AGE 17+--WF" ; +label variable ER56629 "HEHC SLF RPT: AGE END RESP DIS--WF" ; +label variable ER56630 "HEHC SLF RPT: SPCH IMPAIR B4 AGE 1--WF" ; +label variable ER56631 "HEHC SLF RPT: SPCH IMPAIR AGE 1--WF" ; +label variable ER56632 "HEHC SLF RPT: SPCH IMPAIR AGE 2--WF" ; +label variable ER56633 "HEHC SLF RPT: SPCH IMPAIR AGE 3--WF" ; +label variable ER56634 "HEHC SLF RPT: SPCH IMPAIR AGE 4--WF" ; +label variable ER56635 "HEHC SLF RPT: SPCH IMPAIR AGE 5--WF" ; +label variable ER56636 "HEHC SLF RPT: SPCH IMPAIR AGE 6--WF" ; +label variable ER56637 "HEHC SLF RPT: SPCH IMPAIR AGE 7--WF" ; +label variable ER56638 "HEHC SLF RPT: SPCH IMPAIR AGE 8--WF" ; +label variable ER56639 "HEHC SLF RPT: SPCH IMPAIR AGE 9--WF" ; +label variable ER56640 "HEHC SLF RPT: SPCH IMPAIR AGE 10--WF" ; +label variable ER56641 "HEHC SLF RPT: SPCH IMPAIR AGE 11--WF" ; +label variable ER56642 "HEHC SLF RPT: SPCH IMPAIR AGE 12--WF" ; +label variable ER56643 "HEHC SLF RPT: SPCH IMPAIR AGE 13--WF" ; +label variable ER56644 "HEHC SLF RPT: SPCH IMPAIR AGE 14--WF" ; +label variable ER56645 "HEHC SLF RPT: SPCH IMPAIR AGE 15--WF" ; +label variable ER56646 "HEHC SLF RPT: SPCH IMPAIR AGE 16--WF" ; +label variable ER56647 "HEHC SLF RPT: SPCH IMPAIR AGE 17+--WF" ; +label variable ER56648 "HEHC SLF RPT: AGE END SPCH IMPAIR--WF" ; +label variable ER56649 "HEHC SLF RPT: ALLERGY B4 AGE 1--WF" ; +label variable ER56650 "HEHC SLF RPT: ALLERGY AGE 1--WF" ; +label variable ER56651 "HEHC SLF RPT: ALLERGY AGE 2--WF" ; +label variable ER56652 "HEHC SLF RPT: ALLERGY AGE 3--WF" ; +label variable ER56653 "HEHC SLF RPT: ALLERGY AGE 4--WF" ; +label variable ER56654 "HEHC SLF RPT: ALLERGY AGE 5--WF" ; +label variable ER56655 "HEHC SLF RPT: ALLERGY AGE 6--WF" ; +label variable ER56656 "HEHC SLF RPT: ALLERGY AGE 7--WF" ; +label variable ER56657 "HEHC SLF RPT: ALLERGY AGE 8--WF" ; +label variable ER56658 "HEHC SLF RPT: ALLERGY AGE 9--WF" ; +label variable ER56659 "HEHC SLF RPT: ALLERGY AGE 10--WF" ; +label variable ER56660 "HEHC SLF RPT: ALLERGY AGE 11--WF" ; +label variable ER56661 "HEHC SLF RPT: ALLERGY AGE 12--WF" ; +label variable ER56662 "HEHC SLF RPT: ALLERGY AGE 13--WF" ; +label variable ER56663 "HEHC SLF RPT: ALLERGY AGE 14--WF" ; +label variable ER56664 "HEHC SLF RPT: ALLERGY AGE 15--WF" ; +label variable ER56665 "HEHC SLF RPT: ALLERGY AGE 16--WF" ; +label variable ER56666 "HEHC SLF RPT: ALLERGY AGE 17+--WF" ; +label variable ER56667 "HEHC SLF RPT: AGE END ALLERGY--WF" ; +label variable ER56668 "HEHC SLF RPT: HEART TRBL B4 AGE 1--WF" ; +label variable ER56669 "HEHC SLF RPT: HEART TRBL AGE 1--WF" ; +label variable ER56670 "HEHC SLF RPT: HEART TRBL AGE 2--WF" ; +label variable ER56671 "HEHC SLF RPT: HEART TRBL AGE 3--WF" ; +label variable ER56672 "HEHC SLF RPT: HEART TRBL AGE 4--WF" ; +label variable ER56673 "HEHC SLF RPT: HEART TRBL AGE 5--WF" ; +label variable ER56674 "HEHC SLF RPT: HEART TRBL AGE 6--WF" ; +label variable ER56675 "HEHC SLF RPT: HEART TRBL AGE 7--WF" ; +label variable ER56676 "HEHC SLF RPT: HEART TRBL AGE 8--WF" ; +label variable ER56677 "HEHC SLF RPT: HEART TRBL AGE 9--WF" ; +label variable ER56678 "HEHC SLF RPT: HEART TRBL AGE 10--WF" ; +label variable ER56679 "HEHC SLF RPT: HEART TRBL AGE 11--WF" ; +label variable ER56680 "HEHC SLF RPT: HEART TRBL AGE 12--WF" ; +label variable ER56681 "HEHC SLF RPT: HEART TRBL AGE 13--WF" ; +label variable ER56682 "HEHC SLF RPT: HEART TRBL AGE 14--WF" ; +label variable ER56683 "HEHC SLF RPT: HEART TRBL AGE 15--WF" ; +label variable ER56684 "HEHC SLF RPT: HEART TRBL AGE 16--WF" ; +label variable ER56685 "HEHC SLF RPT: HEART TRBL AGE 17+--WF" ; +label variable ER56686 "HEHC SLF RPT: AGE END HEART TRBL--WF" ; +label variable ER56687 "HEHC SLF RPT: EAR PROBS B4 AGE 1--WF" ; +label variable ER56688 "HEHC SLF RPT: EAR PROBS AGE 1--WF" ; +label variable ER56689 "HEHC SLF RPT: EAR PROBS AGE 2--WF" ; +label variable ER56690 "HEHC SLF RPT: EAR PROBS AGE 3--WF" ; +label variable ER56691 "HEHC SLF RPT: EAR PROBS AGE 4--WF" ; +label variable ER56692 "HEHC SLF RPT: EAR PROBS AGE 5--WF" ; +label variable ER56693 "HEHC SLF RPT: EAR PROBS AGE 6--WF" ; +label variable ER56694 "HEHC SLF RPT: EAR PROBS AGE 7--WF" ; +label variable ER56695 "HEHC SLF RPT: EAR PROBS AGE 8--WF" ; +label variable ER56696 "HEHC SLF RPT: EAR PROBS AGE 9--WF" ; +label variable ER56697 "HEHC SLF RPT: EAR PROBS AGE 10--WF" ; +label variable ER56698 "HEHC SLF RPT: EAR PROBS AGE 11--WF" ; +label variable ER56699 "HEHC SLF RPT: EAR PROBS AGE 12--WF" ; +label variable ER56700 "HEHC SLF RPT: EAR PROBS AGE 13--WF" ; +label variable ER56701 "HEHC SLF RPT: EAR PROBS AGE 14--WF" ; +label variable ER56702 "HEHC SLF RPT: EAR PROBS AGE 15--WF" ; +label variable ER56703 "HEHC SLF RPT: EAR PROBS AGE 16--WF" ; +label variable ER56704 "HEHC SLF RPT: EAR PROBS AGE 17+--WF" ; +label variable ER56705 "HEHC SLF RPT: AGE END EAR PROBS--WF" ; +label variable ER56706 "HEHC SLF RPT: EPILEPSY B4 AGE 1--WF" ; +label variable ER56707 "HEHC SLF RPT: EPILEPSY AGE 1--WF" ; +label variable ER56708 "HEHC SLF RPT: EPILEPSY AGE 2--WF" ; +label variable ER56709 "HEHC SLF RPT: EPILEPSY AGE 3--WF" ; +label variable ER56710 "HEHC SLF RPT: EPILEPSY AGE 4--WF" ; +label variable ER56711 "HEHC SLF RPT: EPILEPSY AGE 5--WF" ; +label variable ER56712 "HEHC SLF RPT: EPILEPSY AGE 6--WF" ; +label variable ER56713 "HEHC SLF RPT: EPILEPSY AGE 7--WF" ; +label variable ER56714 "HEHC SLF RPT: EPILEPSY AGE 8--WF" ; +label variable ER56715 "HEHC SLF RPT: EPILEPSY AGE 9--WF" ; +label variable ER56716 "HEHC SLF RPT: EPILEPSY AGE 10--WF" ; +label variable ER56717 "HEHC SLF RPT: EPILEPSY AGE 11--WF" ; +label variable ER56718 "HEHC SLF RPT: EPILEPSY AGE 12--WF" ; +label variable ER56719 "HEHC SLF RPT: EPILEPSY AGE 13--WF" ; +label variable ER56720 "HEHC SLF RPT: EPILEPSY AGE 14--WF" ; +label variable ER56721 "HEHC SLF RPT: EPILEPSY AGE 15--WF" ; +label variable ER56722 "HEHC SLF RPT: EPILEPSY AGE 16--WF" ; +label variable ER56723 "HEHC SLF RPT: EPILEPSY AGE 17+--WF" ; +label variable ER56724 "HEHC SLF RPT: AGE END EPILEPSY--WF" ; +label variable ER56725 "HEHC SLF RPT: HEADACHE B4 AGE 1--WF" ; +label variable ER56726 "HEHC SLF RPT: HEADACHE AGE 1--WF" ; +label variable ER56727 "HEHC SLF RPT: HEADACHE AGE 2--WF" ; +label variable ER56728 "HEHC SLF RPT: HEADACHE AGE 3--WF" ; +label variable ER56729 "HEHC SLF RPT: HEADACHE AGE 4--WF" ; +label variable ER56730 "HEHC SLF RPT: HEADACHE AGE 5--WF" ; +label variable ER56731 "HEHC SLF RPT: HEADACHE AGE 6--WF" ; +label variable ER56732 "HEHC SLF RPT: HEADACHE AGE 7--WF" ; +label variable ER56733 "HEHC SLF RPT: HEADACHE AGE 8--WF" ; +label variable ER56734 "HEHC SLF RPT: HEADACHE AGE 9--WF" ; +label variable ER56735 "HEHC SLF RPT: HEADACHE AGE 10--WF" ; +label variable ER56736 "HEHC SLF RPT: HEADACHE AGE 11--WF" ; +label variable ER56737 "HEHC SLF RPT: HEADACHE AGE 12--WF" ; +label variable ER56738 "HEHC SLF RPT: HEADACHE AGE 13--WF" ; +label variable ER56739 "HEHC SLF RPT: HEADACHE AGE 14--WF" ; +label variable ER56740 "HEHC SLF RPT: HEADACHE AGE 15--WF" ; +label variable ER56741 "HEHC SLF RPT: HEADACHE AGE 16--WF" ; +label variable ER56742 "HEHC SLF RPT: HEADACHE AGE 17+--WF" ; +label variable ER56743 "HEHC SLF RPT: AGE END HEADACHE--WF" ; +label variable ER56744 "HEHC SLF RPT: STOM PROB B4 AGE 1--WF" ; +label variable ER56745 "HEHC SLF RPT: STOM PROB AGE 1--WF" ; +label variable ER56746 "HEHC SLF RPT: STOM PROB AGE 2--WF" ; +label variable ER56747 "HEHC SLF RPT: STOM PROB AGE 3--WF" ; +label variable ER56748 "HEHC SLF RPT: STOM PROB AGE 4--WF" ; +label variable ER56749 "HEHC SLF RPT: STOM PROB AGE 5--WF" ; +label variable ER56750 "HEHC SLF RPT: STOM PROB AGE 6--WF" ; +label variable ER56751 "HEHC SLF RPT: STOM PROB AGE 7--WF" ; +label variable ER56752 "HEHC SLF RPT: STOM PROB AGE 8--WF" ; +label variable ER56753 "HEHC SLF RPT: STOM PROB AGE 9--WF" ; +label variable ER56754 "HEHC SLF RPT: STOM PROB AGE 10--WF" ; +label variable ER56755 "HEHC SLF RPT: STOM PROB AGE 11--WF" ; +label variable ER56756 "HEHC SLF RPT: STOM PROB AGE 12--WF" ; +label variable ER56757 "HEHC SLF RPT: STOM PROB AGE 13--WF" ; +label variable ER56758 "HEHC SLF RPT: STOM PROB AGE 14--WF" ; +label variable ER56759 "HEHC SLF RPT: STOM PROB AGE 15--WF" ; +label variable ER56760 "HEHC SLF RPT: STOM PROB AGE 16--WF" ; +label variable ER56761 "HEHC SLF RPT: STOM PROB AGE 17+--WF" ; +label variable ER56762 "HEHC SLF RPT: AGE END STOM PROB--WF" ; +label variable ER56763 "HEHC SLF RPT: HGH BLOOD PR B4 AGE 1--WF" ; +label variable ER56764 "HEHC SLF RPT: HGH BLOOD PR AGE 1--WF" ; +label variable ER56765 "HEHC SLF RPT: HGH BLOOD PR AGE 2--WF" ; +label variable ER56766 "HEHC SLF RPT: HGH BLOOD PR AGE 3--WF" ; +label variable ER56767 "HEHC SLF RPT: HGH BLOOD PR AGE 4--WF" ; +label variable ER56768 "HEHC SLF RPT: HGH BLOOD PR AGE 5--WF" ; +label variable ER56769 "HEHC SLF RPT: HGH BLOOD PR AGE 6--WF" ; +label variable ER56770 "HEHC SLF RPT: HGH BLOOD PR AGE 7--WF" ; +label variable ER56771 "HEHC SLF RPT: HGH BLOOD PR AGE 8--WF" ; +label variable ER56772 "HEHC SLF RPT: HGH BLOOD PR AGE 9--WF" ; +label variable ER56773 "HEHC SLF RPT: HGH BLOOD PR AGE 10--WF" ; +label variable ER56774 "HEHC SLF RPT: HGH BLOOD PR AGE 11--WF" ; +label variable ER56775 "HEHC SLF RPT: HGH BLOOD PR AGE 12--WF" ; +label variable ER56776 "HEHC SLF RPT: HGH BLOOD PR AGE 13--WF" ; +label variable ER56777 "HEHC SLF RPT: HGH BLOOD PR AGE 14--WF" ; +label variable ER56778 "HEHC SLF RPT: HGH BLOOD PR AGE 15--WF" ; +label variable ER56779 "HEHC SLF RPT: HGH BLOOD PR AGE 16--WF" ; +label variable ER56780 "HEHC SLF RPT: HGH BLOOD PR AGE 17+--WF" ; +label variable ER56781 "HEHC SLF RPT: AGE END HGH BLOOD PR--WF" ; +label variable ER56782 "HEHC SLF RPT: DEPRESSION B4 AGE 1--WF" ; +label variable ER56783 "HEHC SLF RPT: DEPRESSION AGE 1--WF" ; +label variable ER56784 "HEHC SLF RPT: DEPRESSION AGE 2--WF" ; +label variable ER56785 "HEHC SLF RPT: DEPRESSION AGE 3--WF" ; +label variable ER56786 "HEHC SLF RPT: DEPRESSION AGE 4--WF" ; +label variable ER56787 "HEHC SLF RPT: DEPRESSION AGE 5--WF" ; +label variable ER56788 "HEHC SLF RPT: DEPRESSION AGE 6--WF" ; +label variable ER56789 "HEHC SLF RPT: DEPRESSION AGE 7--WF" ; +label variable ER56790 "HEHC SLF RPT: DEPRESSION AGE 8--WF" ; +label variable ER56791 "HEHC SLF RPT: DEPRESSION AGE 9--WF" ; +label variable ER56792 "HEHC SLF RPT: DEPRESSION AGE 10--WF" ; +label variable ER56793 "HEHC SLF RPT: DEPRESSION AGE 11--WF" ; +label variable ER56794 "HEHC SLF RPT: DEPRESSION AGE 12--WF" ; +label variable ER56795 "HEHC SLF RPT: DEPRESSION AGE 13--WF" ; +label variable ER56796 "HEHC SLF RPT: DEPRESSION AGE 14--WF" ; +label variable ER56797 "HEHC SLF RPT: DEPRESSION AGE 15--WF" ; +label variable ER56798 "HEHC SLF RPT: DEPRESSION AGE 16--WF" ; +label variable ER56799 "HEHC SLF RPT: DEPRESSION AGE 17+--WF" ; +label variable ER56800 "HEHC SLF RPT: AGE END DEPRESSION--WF" ; +label variable ER56801 "HEHC SLF RPT: DRUG/AL PROB B4 AGE 1--WF" ; +label variable ER56802 "HEHC SLF RPT: DRUG/AL PROB AGE 1--WF" ; +label variable ER56803 "HEHC SLF RPT: DRUG/AL PROB AGE 2--WF" ; +label variable ER56804 "HEHC SLF RPT: DRUG/AL PROB AGE 3--WF" ; +label variable ER56805 "HEHC SLF RPT: DRUG/AL PROB AGE 4--WF" ; +label variable ER56806 "HEHC SLF RPT: DRUG/AL PROB AGE 5--WF" ; +label variable ER56807 "HEHC SLF RPT: DRUG/AL PROB AGE 6--WF" ; +label variable ER56808 "HEHC SLF RPT: DRUG/AL PROB AGE 7--WF" ; +label variable ER56809 "HEHC SLF RPT: DRUG/AL PROB AGE 8--WF" ; +label variable ER56810 "HEHC SLF RPT: DRUG/AL PROB AGE 9--WF" ; +label variable ER56811 "HEHC SLF RPT: DRUG/AL PROB AGE 10--WF" ; +label variable ER56812 "HEHC SLF RPT: DRUG/AL PROB AGE 11--WF" ; +label variable ER56813 "HEHC SLF RPT: DRUG/AL PROB AGE 12--WF" ; +label variable ER56814 "HEHC SLF RPT: DRUG/AL PROB AGE 13--WF" ; +label variable ER56815 "HEHC SLF RPT: DRUG/AL PROB AGE 14--WF" ; +label variable ER56816 "HEHC SLF RPT: DRUG/AL PROB AGE 15--WF" ; +label variable ER56817 "HEHC SLF RPT: DRUG/AL PROB AGE 16--WF" ; +label variable ER56818 "HEHC SLF RPT: DRUG/AL PROB AGE 17+--WF" ; +label variable ER56819 "HEHC SLF RPT: AGE END DRUG/AL PROB--WF" ; +label variable ER56820 "HEHC SLF RPT: OTR PSYCH PROB B4 AGE 1--W" ; +label variable ER56821 "HEHC SLF RPT: OTR PSYCH PROB AGE 1--WF" ; +label variable ER56822 "HEHC SLF RPT: OTR PSYCH PROB AGE 2--WF" ; +label variable ER56823 "HEHC SLF RPT: OTR PSYCH PROB AGE 3--WF" ; +label variable ER56824 "HEHC SLF RPT: OTR PSYCH PROB AGE 4--WF" ; +label variable ER56825 "HEHC SLF RPT: OTR PSYCH PROB AGE 5--WF" ; +label variable ER56826 "HEHC SLF RPT: OTR PSYCH PROB AGE 6--WF" ; +label variable ER56827 "HEHC SLF RPT: OTR PSYCH PROB AGE 7--WF" ; +label variable ER56828 "HEHC SLF RPT: OTR PSYCH PROB AGE 8--WF" ; +label variable ER56829 "HEHC SLF RPT: OTR PSYCH PROB AGE 9--WF" ; +label variable ER56830 "HEHC SLF RPT: OTR PSYCH PROB AGE 10--WF" ; +label variable ER56831 "HEHC SLF RPT: OTR PSYCH PROB AGE 11--WF" ; +label variable ER56832 "HEHC SLF RPT: OTR PSYCH PROB AGE 12--WF" ; +label variable ER56833 "HEHC SLF RPT: OTR PSYCH PROB AGE 13--WF" ; +label variable ER56834 "HEHC SLF RPT: OTR PSYCH PROB AGE 14--WF" ; +label variable ER56835 "HEHC SLF RPT: OTR PSYCH PROB AGE 15--WF" ; +label variable ER56836 "HEHC SLF RPT: OTR PSYCH PROB AGE 16--WF" ; +label variable ER56837 "HEHC SLF RPT: OTR PSYCH PROB AGE 17+--WF" ; +label variable ER56838 "HEHC SLF RPT: AGE END OTR PSYCH PROB--WF" ; +label variable ER56839 "HEHC SP RPT: YEAR 1ST REPORT--WF" ; +label variable ER56840 "HEHC SP RPT: PAR SEP B4 AGE 1--WF" ; +label variable ER56841 "HEHC SP RPT: PAR SEP AGE 1--WF" ; +label variable ER56842 "HEHC SP RPT: PAR SEP AGE 2--WF" ; +label variable ER56843 "HEHC SP RPT: PAR SEP AGE 3--WF" ; +label variable ER56844 "HEHC SP RPT: PAR SEP AGE 4--WF" ; +label variable ER56845 "HEHC SP RPT: PAR SEP AGE 5--WF" ; +label variable ER56846 "HEHC SP RPT: PAR SEP AGE 6--WF" ; +label variable ER56847 "HEHC SP RPT: PAR SEP AGE 7--WF" ; +label variable ER56848 "HEHC SP RPT: PAR SEP AGE 8--WF" ; +label variable ER56849 "HEHC SP RPT: PAR SEP AGE 9--WF" ; +label variable ER56850 "HEHC SP RPT: PAR SEP AGE 10--WF" ; +label variable ER56851 "HEHC SP RPT: PAR SEP AGE 11--WF" ; +label variable ER56852 "HEHC SP RPT: PAR SEP AGE 12--WF" ; +label variable ER56853 "HEHC SP RPT: PAR SEP AGE 13--WF" ; +label variable ER56854 "HEHC SP RPT: PAR SEP AGE 14--WF" ; +label variable ER56855 "HEHC SP RPT: PAR SEP AGE 15--WF" ; +label variable ER56856 "HEHC SP RPT: PAR SEP AGE 16--WF" ; +label variable ER56857 "HEHC SP RPT: MOVE B4 AGE 1--WF" ; +label variable ER56858 "HEHC SP RPT: MOVE AGE 1--WF" ; +label variable ER56859 "HEHC SP RPT: MOVE AGE 2--WF" ; +label variable ER56860 "HEHC SP RPT: MOVE AGE 3--WF" ; +label variable ER56861 "HEHC SP RPT: MOVE AGE 4--WF" ; +label variable ER56862 "HEHC SP RPT: MOVE AGE 5--WF" ; +label variable ER56863 "HEHC SP RPT: MOVE AGE 6--WF" ; +label variable ER56864 "HEHC SP RPT: MOVE AGE 7--WF" ; +label variable ER56865 "HEHC SP RPT: MOVE AGE 8--WF" ; +label variable ER56866 "HEHC SP RPT: MOVE AGE 9--WF" ; +label variable ER56867 "HEHC SP RPT: MOVE AGE 10--WF" ; +label variable ER56868 "HEHC SP RPT: MOVE AGE 11--WF" ; +label variable ER56869 "HEHC SP RPT: MOVE AGE 12--WF" ; +label variable ER56870 "HEHC SP RPT: MOVE AGE 13--WF" ; +label variable ER56871 "HEHC SP RPT: MOVE AGE 14--WF" ; +label variable ER56872 "HEHC SP RPT: MOVE AGE 15--WF" ; +label variable ER56873 "HEHC SP RPT: MOVE AGE 16--WF" ; +label variable ER56874 "HEHC SP RPT: SCHOOL B4 AGE 1--WF" ; +label variable ER56875 "HEHC SP RPT: SCHOOL AGE 1--WF" ; +label variable ER56876 "HEHC SP RPT: SCHOOL AGE 2--WF" ; +label variable ER56877 "HEHC SP RPT: SCHOOL AGE 3--WF" ; +label variable ER56878 "HEHC SP RPT: SCHOOL AGE 4--WF" ; +label variable ER56879 "HEHC SP RPT: SCHOOL AGE 5--WF" ; +label variable ER56880 "HEHC SP RPT: SCHOOL AGE 6--WF" ; +label variable ER56881 "HEHC SP RPT: SCHOOL AGE 7--WF" ; +label variable ER56882 "HEHC SP RPT: SCHOOL AGE 8--WF" ; +label variable ER56883 "HEHC SP RPT: SCHOOL AGE 9--WF" ; +label variable ER56884 "HEHC SP RPT: SCHOOL AGE 10--WF" ; +label variable ER56885 "HEHC SP RPT: SCHOOL AGE 11--WF" ; +label variable ER56886 "HEHC SP RPT: SCHOOL AGE 12--WF" ; +label variable ER56887 "HEHC SP RPT: SCHOOL AGE 13--WF" ; +label variable ER56888 "HEHC SP RPT: SCHOOL AGE 14--WF" ; +label variable ER56889 "HEHC SP RPT: SCHOOL AGE 15--WF" ; +label variable ER56890 "HEHC SP RPT: SCHOOL AGE 16--WF" ; +label variable ER56891 "HEHC SP RPT: ASTHMA B4 AGE 1--WF" ; +label variable ER56892 "HEHC SP RPT: ASTHMA AGE 1--WF" ; +label variable ER56893 "HEHC SP RPT: ASTHMA AGE 2--WF" ; +label variable ER56894 "HEHC SP RPT: ASTHMA AGE 3--WF" ; +label variable ER56895 "HEHC SP RPT: ASTHMA AGE 4--WF" ; +label variable ER56896 "HEHC SP RPT: ASTHMA AGE 5--WF" ; +label variable ER56897 "HEHC SP RPT: ASTHMA AGE 6--WF" ; +label variable ER56898 "HEHC SP RPT: ASTHMA AGE 7--WF" ; +label variable ER56899 "HEHC SP RPT: ASTHMA AGE 8--WF" ; +label variable ER56900 "HEHC SP RPT: ASTHMA AGE 9--WF" ; +label variable ER56901 "HEHC SP RPT: ASTHMA AGE 10--WF" ; +label variable ER56902 "HEHC SP RPT: ASTHMA AGE 11--WF" ; +label variable ER56903 "HEHC SP RPT: ASTHMA AGE 12--WF" ; +label variable ER56904 "HEHC SP RPT: ASTHMA AGE 13--WF" ; +label variable ER56905 "HEHC SP RPT: ASTHMA AGE 14--WF" ; +label variable ER56906 "HEHC SP RPT: ASTHMA AGE 15--WF" ; +label variable ER56907 "HEHC SP RPT: ASTHMA AGE 16--WF" ; +label variable ER56908 "HEHC SP RPT: ASTHMA AGE 17+--WF" ; +label variable ER56909 "HEHC SP RPT: AGE END ASTHMA--WF" ; +label variable ER56910 "HEHC SP RPT: DIABETES B4 AGE 1--WF" ; +label variable ER56911 "HEHC SP RPT: DIABETES AGE 1--WF" ; +label variable ER56912 "HEHC SP RPT: DIABETES AGE 2--WF" ; +label variable ER56913 "HEHC SP RPT: DIABETES AGE 3--WF" ; +label variable ER56914 "HEHC SP RPT: DIABETES AGE 4--WF" ; +label variable ER56915 "HEHC SP RPT: DIABETES AGE 5--WF" ; +label variable ER56916 "HEHC SP RPT: DIABETES AGE 6--WF" ; +label variable ER56917 "HEHC SP RPT: DIABETES AGE 7--WF" ; +label variable ER56918 "HEHC SP RPT: DIABETES AGE 8--WF" ; +label variable ER56919 "HEHC SP RPT: DIABETES AGE 9--WF" ; +label variable ER56920 "HEHC SP RPT: DIABETES AGE 10--WF" ; +label variable ER56921 "HEHC SP RPT: DIABETES AGE 11--WF" ; +label variable ER56922 "HEHC SP RPT: DIABETES AGE 12--WF" ; +label variable ER56923 "HEHC SP RPT: DIABETES AGE 13--WF" ; +label variable ER56924 "HEHC SP RPT: DIABETES AGE 14--WF" ; +label variable ER56925 "HEHC SP RPT: DIABETES AGE 15--WF" ; +label variable ER56926 "HEHC SP RPT: DIABETES AGE 16--WF" ; +label variable ER56927 "HEHC SP RPT: DIABETES AGE 17+--WF" ; +label variable ER56928 "HEHC SP RPT: AGE END DIABETES--WF" ; +label variable ER56929 "HEHC SP RPT: RESP DIS B4 AGE 1--WF" ; +label variable ER56930 "HEHC SP RPT: RESP DIS AGE 1--WF" ; +label variable ER56931 "HEHC SP RPT: RESP DIS AGE 2--WF" ; +label variable ER56932 "HEHC SP RPT: RESP DIS AGE 3--WF" ; +label variable ER56933 "HEHC SP RPT: RESP DIS AGE 4--WF" ; +label variable ER56934 "HEHC SP RPT: RESP DIS AGE 5--WF" ; +label variable ER56935 "HEHC SP RPT: RESP DIS AGE 6--WF" ; +label variable ER56936 "HEHC SP RPT: RESP DIS AGE 7--WF" ; +label variable ER56937 "HEHC SP RPT: RESP DIS AGE 8--WF" ; +label variable ER56938 "HEHC SP RPT: RESP DIS AGE 9--WF" ; +label variable ER56939 "HEHC SP RPT: RESP DIS AGE 10--WF" ; +label variable ER56940 "HEHC SP RPT: RESP DIS AGE 11--WF" ; +label variable ER56941 "HEHC SP RPT: RESP DIS AGE 12--WF" ; +label variable ER56942 "HEHC SP RPT: RESP DIS AGE 13--WF" ; +label variable ER56943 "HEHC SP RPT: RESP DIS AGE 14--WF" ; +label variable ER56944 "HEHC SP RPT: RESP DIS AGE 15--WF" ; +label variable ER56945 "HEHC SP RPT: RESP DIS AGE 16--WF" ; +label variable ER56946 "HEHC SP RPT: RESP DIS AGE 17+--WF" ; +label variable ER56947 "HEHC SP RPT: AGE END RESP DIS--WF" ; +label variable ER56948 "HEHC SP RPT: SPCH IMPAIR B4 AGE 1--WF" ; +label variable ER56949 "HEHC SP RPT: SPCH IMPAIR AGE 1--WF" ; +label variable ER56950 "HEHC SP RPT: SPCH IMPAIR AGE 2--WF" ; +label variable ER56951 "HEHC SP RPT: SPCH IMPAIR AGE 3--WF" ; +label variable ER56952 "HEHC SP RPT: SPCH IMPAIR AGE 4--WF" ; +label variable ER56953 "HEHC SP RPT: SPCH IMPAIR AGE 5--WF" ; +label variable ER56954 "HEHC SP RPT: SPCH IMPAIR AGE 6--WF" ; +label variable ER56955 "HEHC SP RPT: SPCH IMPAIR AGE 7--WF" ; +label variable ER56956 "HEHC SP RPT: SPCH IMPAIR AGE 8--WF" ; +label variable ER56957 "HEHC SP RPT: SPCH IMPAIR AGE 9--WF" ; +label variable ER56958 "HEHC SP RPT: SPCH IMPAIR AGE 10--WF" ; +label variable ER56959 "HEHC SP RPT: SPCH IMPAIR AGE 11--WF" ; +label variable ER56960 "HEHC SP RPT: SPCH IMPAIR AGE 12--WF" ; +label variable ER56961 "HEHC SP RPT: SPCH IMPAIR AGE 13--WF" ; +label variable ER56962 "HEHC SP RPT: SPCH IMPAIR AGE 14--WF" ; +label variable ER56963 "HEHC SP RPT: SPCH IMPAIR AGE 15--WF" ; +label variable ER56964 "HEHC SP RPT: SPCH IMPAIR AGE 16--WF" ; +label variable ER56965 "HEHC SP RPT: SPCH IMPAIR AGE 17+--WF" ; +label variable ER56966 "HEHC SP RPT: AGE END SPCH IMPAIR--WF" ; +label variable ER56967 "HEHC SP RPT: ALLERGY B4 AGE 1--WF" ; +label variable ER56968 "HEHC SP RPT: ALLERGY AGE 1--WF" ; +label variable ER56969 "HEHC SP RPT: ALLERGY AGE 2--WF" ; +label variable ER56970 "HEHC SP RPT: ALLERGY AGE 3--WF" ; +label variable ER56971 "HEHC SP RPT: ALLERGY AGE 4--WF" ; +label variable ER56972 "HEHC SP RPT: ALLERGY AGE 5--WF" ; +label variable ER56973 "HEHC SP RPT: ALLERGY AGE 6--WF" ; +label variable ER56974 "HEHC SP RPT: ALLERGY AGE 7--WF" ; +label variable ER56975 "HEHC SP RPT: ALLERGY AGE 8--WF" ; +label variable ER56976 "HEHC SP RPT: ALLERGY AGE 9--WF" ; +label variable ER56977 "HEHC SP RPT: ALLERGY AGE 10--WF" ; +label variable ER56978 "HEHC SP RPT: ALLERGY AGE 11--WF" ; +label variable ER56979 "HEHC SP RPT: ALLERGY AGE 12--WF" ; +label variable ER56980 "HEHC SP RPT: ALLERGY AGE 13--WF" ; +label variable ER56981 "HEHC SP RPT: ALLERGY AGE 14--WF" ; +label variable ER56982 "HEHC SP RPT: ALLERGY AGE 15--WF" ; +label variable ER56983 "HEHC SP RPT: ALLERGY AGE 16--WF" ; +label variable ER56984 "HEHC SP RPT: ALLERGY AGE 17+--WF" ; +label variable ER56985 "HEHC SP RPT: AGE END ALLERGY--WF" ; +label variable ER56986 "HEHC SP RPT: HEART TRBL B4 AGE 1--WF" ; +label variable ER56987 "HEHC SP RPT: HEART TRBL AGE 1--WF" ; +label variable ER56988 "HEHC SP RPT: HEART TRBL AGE 2--WF" ; +label variable ER56989 "HEHC SP RPT: HEART TRBL AGE 3--WF" ; +label variable ER56990 "HEHC SP RPT: HEART TRBL AGE 4--WF" ; +label variable ER56991 "HEHC SP RPT: HEART TRBL AGE 5--WF" ; +label variable ER56992 "HEHC SP RPT: HEART TRBL AGE 6--WF" ; +label variable ER56993 "HEHC SP RPT: HEART TRBL AGE 7--WF" ; +label variable ER56994 "HEHC SP RPT: HEART TRBL AGE 8--WF" ; +label variable ER56995 "HEHC SP RPT: HEART TRBL AGE 9--WF" ; +label variable ER56996 "HEHC SP RPT: HEART TRBL AGE 10--WF" ; +label variable ER56997 "HEHC SP RPT: HEART TRBL AGE 11--WF" ; +label variable ER56998 "HEHC SP RPT: HEART TRBL AGE 12--WF" ; +label variable ER56999 "HEHC SP RPT: HEART TRBL AGE 13--WF" ; +label variable ER57000 "HEHC SP RPT: HEART TRBL AGE 14--WF" ; +label variable ER57001 "HEHC SP RPT: HEART TRBL AGE 15--WF" ; +label variable ER57002 "HEHC SP RPT: HEART TRBL AGE 16--WF" ; +label variable ER57003 "HEHC SP RPT: HEART TRBL AGE 17+--WF" ; +label variable ER57004 "HEHC SP RPT: AGE END HEART TRBL--WF" ; +label variable ER57005 "HEHC SP RPT: EAR PROBS B4 AGE 1--WF" ; +label variable ER57006 "HEHC SP RPT: EAR PROBS AGE 1--WF" ; +label variable ER57007 "HEHC SP RPT: EAR PROBS AGE 2--WF" ; +label variable ER57008 "HEHC SP RPT: EAR PROBS AGE 3--WF" ; +label variable ER57009 "HEHC SP RPT: EAR PROBS AGE 4--WF" ; +label variable ER57010 "HEHC SP RPT: EAR PROBS AGE 5--WF" ; +label variable ER57011 "HEHC SP RPT: EAR PROBS AGE 6--WF" ; +label variable ER57012 "HEHC SP RPT: EAR PROBS AGE 7--WF" ; +label variable ER57013 "HEHC SP RPT: EAR PROBS AGE 8--WF" ; +label variable ER57014 "HEHC SP RPT: EAR PROBS AGE 9--WF" ; +label variable ER57015 "HEHC SP RPT: EAR PROBS AGE 10--WF" ; +label variable ER57016 "HEHC SP RPT: EAR PROBS AGE 11--WF" ; +label variable ER57017 "HEHC SP RPT: EAR PROBS AGE 12--WF" ; +label variable ER57018 "HEHC SP RPT: EAR PROBS AGE 13--WF" ; +label variable ER57019 "HEHC SP RPT: EAR PROBS AGE 14--WF" ; +label variable ER57020 "HEHC SP RPT: EAR PROBS AGE 15--WF" ; +label variable ER57021 "HEHC SP RPT: EAR PROBS AGE 16--WF" ; +label variable ER57022 "HEHC SP RPT: EAR PROBS AGE 17+--WF" ; +label variable ER57023 "HEHC SP RPT: AGE END EAR PROBS--WF" ; +label variable ER57024 "HEHC SP RPT: EPILEPSY B4 AGE 1--WF" ; +label variable ER57025 "HEHC SP RPT: EPILEPSY AGE 1--WF" ; +label variable ER57026 "HEHC SP RPT: EPILEPSY AGE 2--WF" ; +label variable ER57027 "HEHC SP RPT: EPILEPSY AGE 3--WF" ; +label variable ER57028 "HEHC SP RPT: EPILEPSY AGE 4--WF" ; +label variable ER57029 "HEHC SP RPT: EPILEPSY AGE 5--WF" ; +label variable ER57030 "HEHC SP RPT: EPILEPSY AGE 6--WF" ; +label variable ER57031 "HEHC SP RPT: EPILEPSY AGE 7--WF" ; +label variable ER57032 "HEHC SP RPT: EPILEPSY AGE 8--WF" ; +label variable ER57033 "HEHC SP RPT: EPILEPSY AGE 9--WF" ; +label variable ER57034 "HEHC SP RPT: EPILEPSY AGE 10--WF" ; +label variable ER57035 "HEHC SP RPT: EPILEPSY AGE 11--WF" ; +label variable ER57036 "HEHC SP RPT: EPILEPSY AGE 12--WF" ; +label variable ER57037 "HEHC SP RPT: EPILEPSY AGE 13--WF" ; +label variable ER57038 "HEHC SP RPT: EPILEPSY AGE 14--WF" ; +label variable ER57039 "HEHC SP RPT: EPILEPSY AGE 15--WF" ; +label variable ER57040 "HEHC SP RPT: EPILEPSY AGE 16--WF" ; +label variable ER57041 "HEHC SP RPT: EPILEPSY AGE 17+--WF" ; +label variable ER57042 "HEHC SP RPT: AGE END EPILEPSY--WF" ; +label variable ER57043 "HEHC SP RPT: HEADACHE B4 AGE 1--WF" ; +label variable ER57044 "HEHC SP RPT: HEADACHE AGE 1--WF" ; +label variable ER57045 "HEHC SP RPT: HEADACHE AGE 2--WF" ; +label variable ER57046 "HEHC SP RPT: HEADACHE AGE 3--WF" ; +label variable ER57047 "HEHC SP RPT: HEADACHE AGE 4--WF" ; +label variable ER57048 "HEHC SP RPT: HEADACHE AGE 5--WF" ; +label variable ER57049 "HEHC SP RPT: HEADACHE AGE 6--WF" ; +label variable ER57050 "HEHC SP RPT: HEADACHE AGE 7--WF" ; +label variable ER57051 "HEHC SP RPT: HEADACHE AGE 8--WF" ; +label variable ER57052 "HEHC SP RPT: HEADACHE AGE 9--WF" ; +label variable ER57053 "HEHC SP RPT: HEADACHE AGE 10--WF" ; +label variable ER57054 "HEHC SP RPT: HEADACHE AGE 11--WF" ; +label variable ER57055 "HEHC SP RPT: HEADACHE AGE 12--WF" ; +label variable ER57056 "HEHC SP RPT: HEADACHE AGE 13--WF" ; +label variable ER57057 "HEHC SP RPT: HEADACHE AGE 14--WF" ; +label variable ER57058 "HEHC SP RPT: HEADACHE AGE 15--WF" ; +label variable ER57059 "HEHC SP RPT: HEADACHE AGE 16--WF" ; +label variable ER57060 "HEHC SP RPT: HEADACHE AGE 17+--WF" ; +label variable ER57061 "HEHC SP RPT: AGE END HEADACHE--WF" ; +label variable ER57062 "HEHC SP RPT: STOM PROB B4 AGE 1--WF" ; +label variable ER57063 "HEHC SP RPT: STOM PROB AGE 1--WF" ; +label variable ER57064 "HEHC SP RPT: STOM PROB AGE 2--WF" ; +label variable ER57065 "HEHC SP RPT: STOM PROB AGE 3--WF" ; +label variable ER57066 "HEHC SP RPT: STOM PROB AGE 4--WF" ; +label variable ER57067 "HEHC SP RPT: STOM PROB AGE 5--WF" ; +label variable ER57068 "HEHC SP RPT: STOM PROB AGE 6--WF" ; +label variable ER57069 "HEHC SP RPT: STOM PROB AGE 7--WF" ; +label variable ER57070 "HEHC SP RPT: STOM PROB AGE 8--WF" ; +label variable ER57071 "HEHC SP RPT: STOM PROB AGE 9--WF" ; +label variable ER57072 "HEHC SP RPT: STOM PROB AGE 10--WF" ; +label variable ER57073 "HEHC SP RPT: STOM PROB AGE 11--WF" ; +label variable ER57074 "HEHC SP RPT: STOM PROB AGE 12--WF" ; +label variable ER57075 "HEHC SP RPT: STOM PROB AGE 13--WF" ; +label variable ER57076 "HEHC SP RPT: STOM PROB AGE 14--WF" ; +label variable ER57077 "HEHC SP RPT: STOM PROB AGE 15--WF" ; +label variable ER57078 "HEHC SP RPT: STOM PROB AGE 16--WF" ; +label variable ER57079 "HEHC SP RPT: STOM PROB AGE 17+--WF" ; +label variable ER57080 "HEHC SP RPT: AGE END STOM PROB--WF" ; +label variable ER57081 "HEHC SP RPT: HGH BLOOD PR B4 AGE 1--WF" ; +label variable ER57082 "HEHC SP RPT: HGH BLOOD PR AGE 1--WF" ; +label variable ER57083 "HEHC SP RPT: HGH BLOOD PR AGE 2--WF" ; +label variable ER57084 "HEHC SP RPT: HGH BLOOD PR AGE 3--WF" ; +label variable ER57085 "HEHC SP RPT: HGH BLOOD PR AGE 4--WF" ; +label variable ER57086 "HEHC SP RPT: HGH BLOOD PR AGE 5--WF" ; +label variable ER57087 "HEHC SP RPT: HGH BLOOD PR AGE 6--WF" ; +label variable ER57088 "HEHC SP RPT: HGH BLOOD PR AGE 7--WF" ; +label variable ER57089 "HEHC SP RPT: HGH BLOOD PR AGE 8--WF" ; +label variable ER57090 "HEHC SP RPT: HGH BLOOD PR AGE 9--WF" ; +label variable ER57091 "HEHC SP RPT: HGH BLOOD PR AGE 10--WF" ; +label variable ER57092 "HEHC SP RPT: HGH BLOOD PR AGE 11--WF" ; +label variable ER57093 "HEHC SP RPT: HGH BLOOD PR AGE 12--WF" ; +label variable ER57094 "HEHC SP RPT: HGH BLOOD PR AGE 13--WF" ; +label variable ER57095 "HEHC SP RPT: HGH BLOOD PR AGE 14--WF" ; +label variable ER57096 "HEHC SP RPT: HGH BLOOD PR AGE 15--WF" ; +label variable ER57097 "HEHC SP RPT: HGH BLOOD PR AGE 16--WF" ; +label variable ER57098 "HEHC SP RPT: HGH BLOOD PR AGE 17+--WF" ; +label variable ER57099 "HEHC SP RPT: AGE END HGH BLOOD PR--WF" ; +label variable ER57100 "HEHC SP RPT: DEPRESSION B4 AGE 1--WF" ; +label variable ER57101 "HEHC SP RPT: DEPRESSION AGE 1--WF" ; +label variable ER57102 "HEHC SP RPT: DEPRESSION AGE 2--WF" ; +label variable ER57103 "HEHC SP RPT: DEPRESSION AGE 3--WF" ; +label variable ER57104 "HEHC SP RPT: DEPRESSION AGE 4--WF" ; +label variable ER57105 "HEHC SP RPT: DEPRESSION AGE 5--WF" ; +label variable ER57106 "HEHC SP RPT: DEPRESSION AGE 6--WF" ; +label variable ER57107 "HEHC SP RPT: DEPRESSION AGE 7--WF" ; +label variable ER57108 "HEHC SP RPT: DEPRESSION AGE 8--WF" ; +label variable ER57109 "HEHC SP RPT: DEPRESSION AGE 9--WF" ; +label variable ER57110 "HEHC SP RPT: DEPRESSION AGE 10--WF" ; +label variable ER57111 "HEHC SP RPT: DEPRESSION AGE 11--WF" ; +label variable ER57112 "HEHC SP RPT: DEPRESSION AGE 12--WF" ; +label variable ER57113 "HEHC SP RPT: DEPRESSION AGE 13--WF" ; +label variable ER57114 "HEHC SP RPT: DEPRESSION AGE 14--WF" ; +label variable ER57115 "HEHC SP RPT: DEPRESSION AGE 15--WF" ; +label variable ER57116 "HEHC SP RPT: DEPRESSION AGE 16--WF" ; +label variable ER57117 "HEHC SP RPT: DEPRESSION AGE 17+--WF" ; +label variable ER57118 "HEHC SP RPT: AGE END DEPRESSION--WF" ; +label variable ER57119 "HEHC SP RPT: DRUG/AL PROB B4 AGE 1--WF" ; +label variable ER57120 "HEHC SP RPT: DRUG/AL PROB AGE 1--WF" ; +label variable ER57121 "HEHC SP RPT: DRUG/AL PROB AGE 2--WF" ; +label variable ER57122 "HEHC SP RPT: DRUG/AL PROB AGE 3--WF" ; +label variable ER57123 "HEHC SP RPT: DRUG/AL PROB AGE 4--WF" ; +label variable ER57124 "HEHC SP RPT: DRUG/AL PROB AGE 5--WF" ; +label variable ER57125 "HEHC SP RPT: DRUG/AL PROB AGE 6--WF" ; +label variable ER57126 "HEHC SP RPT: DRUG/AL PROB AGE 7--WF" ; +label variable ER57127 "HEHC SP RPT: DRUG/AL PROB AGE 8--WF" ; +label variable ER57128 "HEHC SP RPT: DRUG/AL PROB AGE 9--WF" ; +label variable ER57129 "HEHC SP RPT: DRUG/AL PROB AGE 10--WF" ; +label variable ER57130 "HEHC SP RPT: DRUG/AL PROB AGE 11--WF" ; +label variable ER57131 "HEHC SP RPT: DRUG/AL PROB AGE 12--WF" ; +label variable ER57132 "HEHC SP RPT: DRUG/AL PROB AGE 13--WF" ; +label variable ER57133 "HEHC SP RPT: DRUG/AL PROB AGE 14--WF" ; +label variable ER57134 "HEHC SP RPT: DRUG/AL PROB AGE 15--WF" ; +label variable ER57135 "HEHC SP RPT: DRUG/AL PROB AGE 16--WF" ; +label variable ER57136 "HEHC SP RPT: DRUG/AL PROB AGE 17+--WF" ; +label variable ER57137 "HEHC SP RPT: AGE END DRUG/AL PROB--WF" ; +label variable ER57138 "HEHC SP RPT: OTR PSYCH PROB B4 AGE 1--WF" ; +label variable ER57139 "HEHC SP RPT: OTR PSYCH PROB AGE 1--WF" ; +label variable ER57140 "HEHC SP RPT: OTR PSYCH PROB AGE 2--WF" ; +label variable ER57141 "HEHC SP RPT: OTR PSYCH PROB AGE 3--WF" ; +label variable ER57142 "HEHC SP RPT: OTR PSYCH PROB AGE 4--WF" ; +label variable ER57143 "HEHC SP RPT: OTR PSYCH PROB AGE 5--WF" ; +label variable ER57144 "HEHC SP RPT: OTR PSYCH PROB AGE 6--WF" ; +label variable ER57145 "HEHC SP RPT: OTR PSYCH PROB AGE 7--WF" ; +label variable ER57146 "HEHC SP RPT: OTR PSYCH PROB AGE 8--WF" ; +label variable ER57147 "HEHC SP RPT: OTR PSYCH PROB AGE 9--WF" ; +label variable ER57148 "HEHC SP RPT: OTR PSYCH PROB AGE 10--WF" ; +label variable ER57149 "HEHC SP RPT: OTR PSYCH PROB AGE 11--WF" ; +label variable ER57150 "HEHC SP RPT: OTR PSYCH PROB AGE 12--WF" ; +label variable ER57151 "HEHC SP RPT: OTR PSYCH PROB AGE 13--WF" ; +label variable ER57152 "HEHC SP RPT: OTR PSYCH PROB AGE 14--WF" ; +label variable ER57153 "HEHC SP RPT: OTR PSYCH PROB AGE 15--WF" ; +label variable ER57154 "HEHC SP RPT: OTR PSYCH PROB AGE 16--WF" ; +label variable ER57155 "HEHC SP RPT: OTR PSYCH PROB AGE 17+--WF" ; +label variable ER57156 "HEHC SP RPT: AGE END OTR PSYCH PROB--WF" ; +label variable ER57157 "HEHC OTR RPT: YEAR 1ST REPORT--WF" ; +label variable ER57158 "HEHC OTR RPT: PAR SEP B4 AGE 1--WF" ; +label variable ER57159 "HEHC OTR RPT: PAR SEP AGE 1--WF" ; +label variable ER57160 "HEHC OTR RPT: PAR SEP AGE 2--WF" ; +label variable ER57161 "HEHC OTR RPT: PAR SEP AGE 3--WF" ; +label variable ER57162 "HEHC OTR RPT: PAR SEP AGE 4--WF" ; +label variable ER57163 "HEHC OTR RPT: PAR SEP AGE 5--WF" ; +label variable ER57164 "HEHC OTR RPT: PAR SEP AGE 6--WF" ; +label variable ER57165 "HEHC OTR RPT: PAR SEP AGE 7--WF" ; +label variable ER57166 "HEHC OTR RPT: PAR SEP AGE 8--WF" ; +label variable ER57167 "HEHC OTR RPT: PAR SEP AGE 9--WF" ; +label variable ER57168 "HEHC OTR RPT: PAR SEP AGE 10--WF" ; +label variable ER57169 "HEHC OTR RPT: PAR SEP AGE 11--WF" ; +label variable ER57170 "HEHC OTR RPT: PAR SEP AGE 12--WF" ; +label variable ER57171 "HEHC OTR RPT: PAR SEP AGE 13--WF" ; +label variable ER57172 "HEHC OTR RPT: PAR SEP AGE 14--WF" ; +label variable ER57173 "HEHC OTR RPT: PAR SEP AGE 15--WF" ; +label variable ER57174 "HEHC OTR RPT: PAR SEP AGE 16--WF" ; +label variable ER57175 "HEHC OTR RPT: MOVE B4 AGE 1--WF" ; +label variable ER57176 "HEHC OTR RPT: MOVE AGE 1--WF" ; +label variable ER57177 "HEHC OTR RPT: MOVE AGE 2--WF" ; +label variable ER57178 "HEHC OTR RPT: MOVE AGE 3--WF" ; +label variable ER57179 "HEHC OTR RPT: MOVE AGE 4--WF" ; +label variable ER57180 "HEHC OTR RPT: MOVE AGE 5--WF" ; +label variable ER57181 "HEHC OTR RPT: MOVE AGE 6--WF" ; +label variable ER57182 "HEHC OTR RPT: MOVE AGE 7--WF" ; +label variable ER57183 "HEHC OTR RPT: MOVE AGE 8--WF" ; +label variable ER57184 "HEHC OTR RPT: MOVE AGE 9--WF" ; +label variable ER57185 "HEHC OTR RPT: MOVE AGE 10--WF" ; +label variable ER57186 "HEHC OTR RPT: MOVE AGE 11--WF" ; +label variable ER57187 "HEHC OTR RPT: MOVE AGE 12--WF" ; +label variable ER57188 "HEHC OTR RPT: MOVE AGE 13--WF" ; +label variable ER57189 "HEHC OTR RPT: MOVE AGE 14--WF" ; +label variable ER57190 "HEHC OTR RPT: MOVE AGE 15--WF" ; +label variable ER57191 "HEHC OTR RPT: MOVE AGE 16--WF" ; +label variable ER57192 "HEHC OTR RPT: SCHOOL B4 AGE 1--WF" ; +label variable ER57193 "HEHC OTR RPT: SCHOOL AGE 1--WF" ; +label variable ER57194 "HEHC OTR RPT: SCHOOL AGE 2--WF" ; +label variable ER57195 "HEHC OTR RPT: SCHOOL AGE 3--WF" ; +label variable ER57196 "HEHC OTR RPT: SCHOOL AGE 4--WF" ; +label variable ER57197 "HEHC OTR RPT: SCHOOL AGE 5--WF" ; +label variable ER57198 "HEHC OTR RPT: SCHOOL AGE 6--WF" ; +label variable ER57199 "HEHC OTR RPT: SCHOOL AGE 7--WF" ; +label variable ER57200 "HEHC OTR RPT: SCHOOL AGE 8--WF" ; +label variable ER57201 "HEHC OTR RPT: SCHOOL AGE 9--WF" ; +label variable ER57202 "HEHC OTR RPT: SCHOOL AGE 10--WF" ; +label variable ER57203 "HEHC OTR RPT: SCHOOL AGE 11--WF" ; +label variable ER57204 "HEHC OTR RPT: SCHOOL AGE 12--WF" ; +label variable ER57205 "HEHC OTR RPT: SCHOOL AGE 13--WF" ; +label variable ER57206 "HEHC OTR RPT: SCHOOL AGE 14--WF" ; +label variable ER57207 "HEHC OTR RPT: SCHOOL AGE 15--WF" ; +label variable ER57208 "HEHC OTR RPT: SCHOOL AGE 16--WF" ; +label variable ER57209 "HEHC OTR RPT: ASTHMA B4 AGE 1--WF" ; +label variable ER57210 "HEHC OTR RPT: ASTHMA AGE 1--WF" ; +label variable ER57211 "HEHC OTR RPT: ASTHMA AGE 2--WF" ; +label variable ER57212 "HEHC OTR RPT: ASTHMA AGE 3--WF" ; +label variable ER57213 "HEHC OTR RPT: ASTHMA AGE 4--WF" ; +label variable ER57214 "HEHC OTR RPT: ASTHMA AGE 5--WF" ; +label variable ER57215 "HEHC OTR RPT: ASTHMA AGE 6--WF" ; +label variable ER57216 "HEHC OTR RPT: ASTHMA AGE 7--WF" ; +label variable ER57217 "HEHC OTR RPT: ASTHMA AGE 8--WF" ; +label variable ER57218 "HEHC OTR RPT: ASTHMA AGE 9--WF" ; +label variable ER57219 "HEHC OTR RPT: ASTHMA AGE 10--WF" ; +label variable ER57220 "HEHC OTR RPT: ASTHMA AGE 11--WF" ; +label variable ER57221 "HEHC OTR RPT: ASTHMA AGE 12--WF" ; +label variable ER57222 "HEHC OTR RPT: ASTHMA AGE 13--WF" ; +label variable ER57223 "HEHC OTR RPT: ASTHMA AGE 14--WF" ; +label variable ER57224 "HEHC OTR RPT: ASTHMA AGE 15--WF" ; +label variable ER57225 "HEHC OTR RPT: ASTHMA AGE 16--WF" ; +label variable ER57226 "HEHC OTR RPT: ASTHMA AGE 17+--WF" ; +label variable ER57227 "HEHC OTR RPT: AGE END ASTHMA--WF" ; +label variable ER57228 "HEHC OTR RPT: DIABETES B4 AGE 1--WF" ; +label variable ER57229 "HEHC OTR RPT: DIABETES AGE 1--WF" ; +label variable ER57230 "HEHC OTR RPT: DIABETES AGE 2--WF" ; +label variable ER57231 "HEHC OTR RPT: DIABETES AGE 3--WF" ; +label variable ER57232 "HEHC OTR RPT: DIABETES AGE 4--WF" ; +label variable ER57233 "HEHC OTR RPT: DIABETES AGE 5--WF" ; +label variable ER57234 "HEHC OTR RPT: DIABETES AGE 6--WF" ; +label variable ER57235 "HEHC OTR RPT: DIABETES AGE 7--WF" ; +label variable ER57236 "HEHC OTR RPT: DIABETES AGE 8--WF" ; +label variable ER57237 "HEHC OTR RPT: DIABETES AGE 9--WF" ; +label variable ER57238 "HEHC OTR RPT: DIABETES AGE 10--WF" ; +label variable ER57239 "HEHC OTR RPT: DIABETES AGE 11--WF" ; +label variable ER57240 "HEHC OTR RPT: DIABETES AGE 12--WF" ; +label variable ER57241 "HEHC OTR RPT: DIABETES AGE 13--WF" ; +label variable ER57242 "HEHC OTR RPT: DIABETES AGE 14--WF" ; +label variable ER57243 "HEHC OTR RPT: DIABETES AGE 15--WF" ; +label variable ER57244 "HEHC OTR RPT: DIABETES AGE 16--WF" ; +label variable ER57245 "HEHC OTR RPT: DIABETES AGE 17+--WF" ; +label variable ER57246 "HEHC OTR RPT: AGE END DIABETES--WF" ; +label variable ER57247 "HEHC OTR RPT: RESP DIS B4 AGE 1--WF" ; +label variable ER57248 "HEHC OTR RPT: RESP DIS AGE 1--WF" ; +label variable ER57249 "HEHC OTR RPT: RESP DIS AGE 2--WF" ; +label variable ER57250 "HEHC OTR RPT: RESP DIS AGE 3--WF" ; +label variable ER57251 "HEHC OTR RPT: RESP DIS AGE 4--WF" ; +label variable ER57252 "HEHC OTR RPT: RESP DIS AGE 5--WF" ; +label variable ER57253 "HEHC OTR RPT: RESP DIS AGE 6--WF" ; +label variable ER57254 "HEHC OTR RPT: RESP DIS AGE 7--WF" ; +label variable ER57255 "HEHC OTR RPT: RESP DIS AGE 8--WF" ; +label variable ER57256 "HEHC OTR RPT: RESP DIS AGE 9--WF" ; +label variable ER57257 "HEHC OTR RPT: RESP DIS AGE 10--WF" ; +label variable ER57258 "HEHC OTR RPT: RESP DIS AGE 11--WF" ; +label variable ER57259 "HEHC OTR RPT: RESP DIS AGE 12--WF" ; +label variable ER57260 "HEHC OTR RPT: RESP DIS AGE 13--WF" ; +label variable ER57261 "HEHC OTR RPT: RESP DIS AGE 14--WF" ; +label variable ER57262 "HEHC OTR RPT: RESP DIS AGE 15--WF" ; +label variable ER57263 "HEHC OTR RPT: RESP DIS AGE 16--WF" ; +label variable ER57264 "HEHC OTR RPT: RESP DIS AGE 17+--WF" ; +label variable ER57265 "HEHC OTR RPT: AGE END RESP DIS--WF" ; +label variable ER57266 "HEHC OTR RPT: SPCH IMPAIR B4 AGE 1--WF" ; +label variable ER57267 "HEHC OTR RPT: SPCH IMPAIR AGE 1--WF" ; +label variable ER57268 "HEHC OTR RPT: SPCH IMPAIR AGE 2--WF" ; +label variable ER57269 "HEHC OTR RPT: SPCH IMPAIR AGE 3--WF" ; +label variable ER57270 "HEHC OTR RPT: SPCH IMPAIR AGE 4--WF" ; +label variable ER57271 "HEHC OTR RPT: SPCH IMPAIR AGE 5--WF" ; +label variable ER57272 "HEHC OTR RPT: SPCH IMPAIR AGE 6--WF" ; +label variable ER57273 "HEHC OTR RPT: SPCH IMPAIR AGE 7--WF" ; +label variable ER57274 "HEHC OTR RPT: SPCH IMPAIR AGE 8--WF" ; +label variable ER57275 "HEHC OTR RPT: SPCH IMPAIR AGE 9--WF" ; +label variable ER57276 "HEHC OTR RPT: SPCH IMPAIR AGE 10--WF" ; +label variable ER57277 "HEHC OTR RPT: SPCH IMPAIR AGE 11--WF" ; +label variable ER57278 "HEHC OTR RPT: SPCH IMPAIR AGE 12--WF" ; +label variable ER57279 "HEHC OTR RPT: SPCH IMPAIR AGE 13--WF" ; +label variable ER57280 "HEHC OTR RPT: SPCH IMPAIR AGE 14--WF" ; +label variable ER57281 "HEHC OTR RPT: SPCH IMPAIR AGE 15--WF" ; +label variable ER57282 "HEHC OTR RPT: SPCH IMPAIR AGE 16--WF" ; +label variable ER57283 "HEHC OTR RPT: SPCH IMPAIR AGE 17+--WF" ; +label variable ER57284 "HEHC OTR RPT: AGE END SPCH IMPAIR--WF" ; +label variable ER57285 "HEHC OTR RPT: ALLERGY B4 AGE 1--WF" ; +label variable ER57286 "HEHC OTR RPT: ALLERGY AGE 1--WF" ; +label variable ER57287 "HEHC OTR RPT: ALLERGY AGE 2--WF" ; +label variable ER57288 "HEHC OTR RPT: ALLERGY AGE 3--WF" ; +label variable ER57289 "HEHC OTR RPT: ALLERGY AGE 4--WF" ; +label variable ER57290 "HEHC OTR RPT: ALLERGY AGE 5--WF" ; +label variable ER57291 "HEHC OTR RPT: ALLERGY AGE 6--WF" ; +label variable ER57292 "HEHC OTR RPT: ALLERGY AGE 7--WF" ; +label variable ER57293 "HEHC OTR RPT: ALLERGY AGE 8--WF" ; +label variable ER57294 "HEHC OTR RPT: ALLERGY AGE 9--WF" ; +label variable ER57295 "HEHC OTR RPT: ALLERGY AGE 10--WF" ; +label variable ER57296 "HEHC OTR RPT: ALLERGY AGE 11--WF" ; +label variable ER57297 "HEHC OTR RPT: ALLERGY AGE 12--WF" ; +label variable ER57298 "HEHC OTR RPT: ALLERGY AGE 13--WF" ; +label variable ER57299 "HEHC OTR RPT: ALLERGY AGE 14--WF" ; +label variable ER57300 "HEHC OTR RPT: ALLERGY AGE 15--WF" ; +label variable ER57301 "HEHC OTR RPT: ALLERGY AGE 16--WF" ; +label variable ER57302 "HEHC OTR RPT: ALLERGY AGE 17+--WF" ; +label variable ER57303 "HEHC OTR RPT: AGE END ALLERGY--WF" ; +label variable ER57304 "HEHC OTR RPT: HEART TRBL B4 AGE 1--WF" ; +label variable ER57305 "HEHC OTR RPT: HEART TRBL AGE 1--WF" ; +label variable ER57306 "HEHC OTR RPT: HEART TRBL AGE 2--WF" ; +label variable ER57307 "HEHC OTR RPT: HEART TRBL AGE 3--WF" ; +label variable ER57308 "HEHC OTR RPT: HEART TRBL AGE 4--WF" ; +label variable ER57309 "HEHC OTR RPT: HEART TRBL AGE 5--WF" ; +label variable ER57310 "HEHC OTR RPT: HEART TRBL AGE 6--WF" ; +label variable ER57311 "HEHC OTR RPT: HEART TRBL AGE 7--WF" ; +label variable ER57312 "HEHC OTR RPT: HEART TRBL AGE 8--WF" ; +label variable ER57313 "HEHC OTR RPT: HEART TRBL AGE 9--WF" ; +label variable ER57314 "HEHC OTR RPT: HEART TRBL AGE 10--WF" ; +label variable ER57315 "HEHC OTR RPT: HEART TRBL AGE 11--WF" ; +label variable ER57316 "HEHC OTR RPT: HEART TRBL AGE 12--WF" ; +label variable ER57317 "HEHC OTR RPT: HEART TRBL AGE 13--WF" ; +label variable ER57318 "HEHC OTR RPT: HEART TRBL AGE 14--WF" ; +label variable ER57319 "HEHC OTR RPT: HEART TRBL AGE 15--WF" ; +label variable ER57320 "HEHC OTR RPT: HEART TRBL AGE 16--WF" ; +label variable ER57321 "HEHC OTR RPT: HEART TRBL AGE 17+--WF" ; +label variable ER57322 "HEHC OTR RPT: AGE END HEART TRBL--WF" ; +label variable ER57323 "HEHC OTR RPT: EAR PROBS B4 AGE 1--WF" ; +label variable ER57324 "HEHC OTR RPT: EAR PROBS AGE 1--WF" ; +label variable ER57325 "HEHC OTR RPT: EAR PROBS AGE 2--WF" ; +label variable ER57326 "HEHC OTR RPT: EAR PROBS AGE 3--WF" ; +label variable ER57327 "HEHC OTR RPT: EAR PROBS AGE 4--WF" ; +label variable ER57328 "HEHC OTR RPT: EAR PROBS AGE 5--WF" ; +label variable ER57329 "HEHC OTR RPT: EAR PROBS AGE 6--WF" ; +label variable ER57330 "HEHC OTR RPT: EAR PROBS AGE 7--WF" ; +label variable ER57331 "HEHC OTR RPT: EAR PROBS AGE 8--WF" ; +label variable ER57332 "HEHC OTR RPT: EAR PROBS AGE 9--WF" ; +label variable ER57333 "HEHC OTR RPT: EAR PROBS AGE 10--WF" ; +label variable ER57334 "HEHC OTR RPT: EAR PROBS AGE 11--WF" ; +label variable ER57335 "HEHC OTR RPT: EAR PROBS AGE 12--WF" ; +label variable ER57336 "HEHC OTR RPT: EAR PROBS AGE 13--WF" ; +label variable ER57337 "HEHC OTR RPT: EAR PROBS AGE 14--WF" ; +label variable ER57338 "HEHC OTR RPT: EAR PROBS AGE 15--WF" ; +label variable ER57339 "HEHC OTR RPT: EAR PROBS AGE 16--WF" ; +label variable ER57340 "HEHC OTR RPT: EAR PROBS AGE 17+--WF" ; +label variable ER57341 "HEHC OTR RPT: AGE END EAR PROBS--WF" ; +label variable ER57342 "HEHC OTR RPT: EPILEPSY B4 AGE 1--WF" ; +label variable ER57343 "HEHC OTR RPT: EPILEPSY AGE 1--WF" ; +label variable ER57344 "HEHC OTR RPT: EPILEPSY AGE 2--WF" ; +label variable ER57345 "HEHC OTR RPT: EPILEPSY AGE 3--WF" ; +label variable ER57346 "HEHC OTR RPT: EPILEPSY AGE 4--WF" ; +label variable ER57347 "HEHC OTR RPT: EPILEPSY AGE 5--WF" ; +label variable ER57348 "HEHC OTR RPT: EPILEPSY AGE 6--WF" ; +label variable ER57349 "HEHC OTR RPT: EPILEPSY AGE 7--WF" ; +label variable ER57350 "HEHC OTR RPT: EPILEPSY AGE 8--WF" ; +label variable ER57351 "HEHC OTR RPT: EPILEPSY AGE 9--WF" ; +label variable ER57352 "HEHC OTR RPT: EPILEPSY AGE 10--WF" ; +label variable ER57353 "HEHC OTR RPT: EPILEPSY AGE 11--WF" ; +label variable ER57354 "HEHC OTR RPT: EPILEPSY AGE 12--WF" ; +label variable ER57355 "HEHC OTR RPT: EPILEPSY AGE 13--WF" ; +label variable ER57356 "HEHC OTR RPT: EPILEPSY AGE 14--WF" ; +label variable ER57357 "HEHC OTR RPT: EPILEPSY AGE 15--WF" ; +label variable ER57358 "HEHC OTR RPT: EPILEPSY AGE 16--WF" ; +label variable ER57359 "HEHC OTR RPT: EPILEPSY AGE 17+--WF" ; +label variable ER57360 "HEHC OTR RPT: AGE END EPILEPSY--WF" ; +label variable ER57361 "HEHC OTR RPT: HEADACHE B4 AGE 1--WF" ; +label variable ER57362 "HEHC OTR RPT: HEADACHE AGE 1--WF" ; +label variable ER57363 "HEHC OTR RPT: HEADACHE AGE 2--WF" ; +label variable ER57364 "HEHC OTR RPT: HEADACHE AGE 3--WF" ; +label variable ER57365 "HEHC OTR RPT: HEADACHE AGE 4--WF" ; +label variable ER57366 "HEHC OTR RPT: HEADACHE AGE 5--WF" ; +label variable ER57367 "HEHC OTR RPT: HEADACHE AGE 6--WF" ; +label variable ER57368 "HEHC OTR RPT: HEADACHE AGE 7--WF" ; +label variable ER57369 "HEHC OTR RPT: HEADACHE AGE 8--WF" ; +label variable ER57370 "HEHC OTR RPT: HEADACHE AGE 9--WF" ; +label variable ER57371 "HEHC OTR RPT: HEADACHE AGE 10--WF" ; +label variable ER57372 "HEHC OTR RPT: HEADACHE AGE 11--WF" ; +label variable ER57373 "HEHC OTR RPT: HEADACHE AGE 12--WF" ; +label variable ER57374 "HEHC OTR RPT: HEADACHE AGE 13--WF" ; +label variable ER57375 "HEHC OTR RPT: HEADACHE AGE 14--WF" ; +label variable ER57376 "HEHC OTR RPT: HEADACHE AGE 15--WF" ; +label variable ER57377 "HEHC OTR RPT: HEADACHE AGE 16--WF" ; +label variable ER57378 "HEHC OTR RPT: HEADACHE AGE 17+--WF" ; +label variable ER57379 "HEHC OTR RPT: AGE END HEADACHE--WF" ; +label variable ER57380 "HEHC OTR RPT: STOM PROB B4 AGE 1--WF" ; +label variable ER57381 "HEHC OTR RPT: STOM PROB AGE 1--WF" ; +label variable ER57382 "HEHC OTR RPT: STOM PROB AGE 2--WF" ; +label variable ER57383 "HEHC OTR RPT: STOM PROB AGE 3--WF" ; +label variable ER57384 "HEHC OTR RPT: STOM PROB AGE 4--WF" ; +label variable ER57385 "HEHC OTR RPT: STOM PROB AGE 5--WF" ; +label variable ER57386 "HEHC OTR RPT: STOM PROB AGE 6--WF" ; +label variable ER57387 "HEHC OTR RPT: STOM PROB AGE 7--WF" ; +label variable ER57388 "HEHC OTR RPT: STOM PROB AGE 8--WF" ; +label variable ER57389 "HEHC OTR RPT: STOM PROB AGE 9--WF" ; +label variable ER57390 "HEHC OTR RPT: STOM PROB AGE 10--WF" ; +label variable ER57391 "HEHC OTR RPT: STOM PROB AGE 11--WF" ; +label variable ER57392 "HEHC OTR RPT: STOM PROB AGE 12--WF" ; +label variable ER57393 "HEHC OTR RPT: STOM PROB AGE 13--WF" ; +label variable ER57394 "HEHC OTR RPT: STOM PROB AGE 14--WF" ; +label variable ER57395 "HEHC OTR RPT: STOM PROB AGE 15--WF" ; +label variable ER57396 "HEHC OTR RPT: STOM PROB AGE 16--WF" ; +label variable ER57397 "HEHC OTR RPT: STOM PROB AGE 17+--WF" ; +label variable ER57398 "HEHC OTR RPT: AGE END STOM PROB--WF" ; +label variable ER57399 "HEHC OTR RPT: HGH BLOOD PR B4 AGE 1--WF" ; +label variable ER57400 "HEHC OTR RPT: HGH BLOOD PR AGE 1--WF" ; +label variable ER57401 "HEHC OTR RPT: HGH BLOOD PR AGE 2--WF" ; +label variable ER57402 "HEHC OTR RPT: HGH BLOOD PR AGE 3--WF" ; +label variable ER57403 "HEHC OTR RPT: HGH BLOOD PR AGE 4--WF" ; +label variable ER57404 "HEHC OTR RPT: HGH BLOOD PR AGE 5--WF" ; +label variable ER57405 "HEHC OTR RPT: HGH BLOOD PR AGE 6--WF" ; +label variable ER57406 "HEHC OTR RPT: HGH BLOOD PR AGE 7--WF" ; +label variable ER57407 "HEHC OTR RPT: HGH BLOOD PR AGE 8--WF" ; +label variable ER57408 "HEHC OTR RPT: HGH BLOOD PR AGE 9--WF" ; +label variable ER57409 "HEHC OTR RPT: HGH BLOOD PR AGE 10--WF" ; +label variable ER57410 "HEHC OTR RPT: HGH BLOOD PR AGE 11--WF" ; +label variable ER57411 "HEHC OTR RPT: HGH BLOOD PR AGE 12--WF" ; +label variable ER57412 "HEHC OTR RPT: HGH BLOOD PR AGE 13--WF" ; +label variable ER57413 "HEHC OTR RPT: HGH BLOOD PR AGE 14--WF" ; +label variable ER57414 "HEHC OTR RPT: HGH BLOOD PR AGE 15--WF" ; +label variable ER57415 "HEHC OTR RPT: HGH BLOOD PR AGE 16--WF" ; +label variable ER57416 "HEHC OTR RPT: HGH BLOOD PR AGE 17+--WF" ; +label variable ER57417 "HEHC OTR RPT: AGE END HGH BLOOD PR--WF" ; +label variable ER57418 "HEHC OTR RPT: DEPRESSION B4 AGE 1--WF" ; +label variable ER57419 "HEHC OTR RPT: DEPRESSION AGE 1--WF" ; +label variable ER57420 "HEHC OTR RPT: DEPRESSION AGE 2--WF" ; +label variable ER57421 "HEHC OTR RPT: DEPRESSION AGE 3--WF" ; +label variable ER57422 "HEHC OTR RPT: DEPRESSION AGE 4--WF" ; +label variable ER57423 "HEHC OTR RPT: DEPRESSION AGE 5--WF" ; +label variable ER57424 "HEHC OTR RPT: DEPRESSION AGE 6--WF" ; +label variable ER57425 "HEHC OTR RPT: DEPRESSION AGE 7--WF" ; +label variable ER57426 "HEHC OTR RPT: DEPRESSION AGE 8--WF" ; +label variable ER57427 "HEHC OTR RPT: DEPRESSION AGE 9--WF" ; +label variable ER57428 "HEHC OTR RPT: DEPRESSION AGE 10--WF" ; +label variable ER57429 "HEHC OTR RPT: DEPRESSION AGE 11--WF" ; +label variable ER57430 "HEHC OTR RPT: DEPRESSION AGE 12--WF" ; +label variable ER57431 "HEHC OTR RPT: DEPRESSION AGE 13--WF" ; +label variable ER57432 "HEHC OTR RPT: DEPRESSION AGE 14--WF" ; +label variable ER57433 "HEHC OTR RPT: DEPRESSION AGE 15--WF" ; +label variable ER57434 "HEHC OTR RPT: DEPRESSION AGE 16--WF" ; +label variable ER57435 "HEHC OTR RPT: DEPRESSION AGE 17+--WF" ; +label variable ER57436 "HEHC OTR RPT: AGE END DEPRESSION--WF" ; +label variable ER57437 "HEHC OTR RPT: DRUG/AL PROB B4 AGE 1--WF" ; +label variable ER57438 "HEHC OTR RPT: DRUG/AL PROB AGE 1--WF" ; +label variable ER57439 "HEHC OTR RPT: DRUG/AL PROB AGE 2--WF" ; +label variable ER57440 "HEHC OTR RPT: DRUG/AL PROB AGE 3--WF" ; +label variable ER57441 "HEHC OTR RPT: DRUG/AL PROB AGE 4--WF" ; +label variable ER57442 "HEHC OTR RPT: DRUG/AL PROB AGE 5--WF" ; +label variable ER57443 "HEHC OTR RPT: DRUG/AL PROB AGE 6--WF" ; +label variable ER57444 "HEHC OTR RPT: DRUG/AL PROB AGE 7--WF" ; +label variable ER57445 "HEHC OTR RPT: DRUG/AL PROB AGE 8--WF" ; +label variable ER57446 "HEHC OTR RPT: DRUG/AL PROB AGE 9--WF" ; +label variable ER57447 "HEHC OTR RPT: DRUG/AL PROB AGE 10--WF" ; +label variable ER57448 "HEHC OTR RPT: DRUG/AL PROB AGE 11--WF" ; +label variable ER57449 "HEHC OTR RPT: DRUG/AL PROB AGE 12--WF" ; +label variable ER57450 "HEHC OTR RPT: DRUG/AL PROB AGE 13--WF" ; +label variable ER57451 "HEHC OTR RPT: DRUG/AL PROB AGE 14--WF" ; +label variable ER57452 "HEHC OTR RPT: DRUG/AL PROB AGE 15--WF" ; +label variable ER57453 "HEHC OTR RPT: DRUG/AL PROB AGE 16--WF" ; +label variable ER57454 "HEHC OTR RPT: DRUG/AL PROB AGE 17+--WF" ; +label variable ER57455 "HEHC OTR RPT: AGE END DRUG/AL PROB--WF" ; +label variable ER57456 "HEHC OTR RPT: OTR PSYCH PROB B4 AGE 1--W" ; +label variable ER57457 "HEHC OTR RPT: OTR PSYCH PROB AGE 1--WF" ; +label variable ER57458 "HEHC OTR RPT: OTR PSYCH PROB AGE 2--WF" ; +label variable ER57459 "HEHC OTR RPT: OTR PSYCH PROB AGE 3--WF" ; +label variable ER57460 "HEHC OTR RPT: OTR PSYCH PROB AGE 4--WF" ; +label variable ER57461 "HEHC OTR RPT: OTR PSYCH PROB AGE 5--WF" ; +label variable ER57462 "HEHC OTR RPT: OTR PSYCH PROB AGE 6--WF" ; +label variable ER57463 "HEHC OTR RPT: OTR PSYCH PROB AGE 7--WF" ; +label variable ER57464 "HEHC OTR RPT: OTR PSYCH PROB AGE 8--WF" ; +label variable ER57465 "HEHC OTR RPT: OTR PSYCH PROB AGE 9--WF" ; +label variable ER57466 "HEHC OTR RPT: OTR PSYCH PROB AGE 10--WF" ; +label variable ER57467 "HEHC OTR RPT: OTR PSYCH PROB AGE 11--WF" ; +label variable ER57468 "HEHC OTR RPT: OTR PSYCH PROB AGE 12--WF" ; +label variable ER57469 "HEHC OTR RPT: OTR PSYCH PROB AGE 13--WF" ; +label variable ER57470 "HEHC OTR RPT: OTR PSYCH PROB AGE 14--WF" ; +label variable ER57471 "HEHC OTR RPT: OTR PSYCH PROB AGE 15--WF" ; +label variable ER57472 "HEHC OTR RPT: OTR PSYCH PROB AGE 16--WF" ; +label variable ER57473 "HEHC OTR RPT: OTR PSYCH PROB AGE 17+--WF" ; +label variable ER57474 "HEHC OTR RPT: AGE END OTR PSYCH PROB--WF" ; +label variable ER57475 "H49 WTR OTHERS IN FU IN POOR HEALTH" ; +label variable ER57476 "H59A SADNESS IN PAST 30 DAYS" ; +label variable ER57477 "H59B NERVOUS IN PAST 30 DAYS" ; +label variable ER57478 "H59C RESTLESS IN PAST 30 DAYS" ; +label variable ER57479 "H59D HOPELESS IN PAST 30 DAYS" ; +label variable ER57480 "H59E EVERYTHING EFFORT IN PAST 30 DAYS" ; +label variable ER57481 "H59F WORTHLESS IN PAST 30 DAYS" ; +label variable ER57482 "K-6 NON-SPEC PSYCHOL DISTRESS SCALE" ; +label variable ER57483 "H59J HOW MUCH FEELINGS INTERFERE W/LIFE" ; +label variable ER57484 "H61D2 WTR ANY FU MEMBER HLTH INSURANCE" ; +label variable ER57485 "H61J AMT OF FU INSURANCE PREMIUMS" ; +label variable ER57486 "H61J PER FU INSURANCE PREMIUMS" ; +label variable ER57487 "H61JA WTR GE 2,500" ; +label variable ER57488 "H61JB WTR GE 5,000" ; +label variable ER57489 "H61JC WTR GE 1,000" ; +label variable ER57490 "H61K WTR ANY FU MEMBER W/O INSURANCE" ; +label variable ER57491 "H64 TOTAL HOSPITAL/NURSING EXPENSES PY" ; +label variable ER57492 "H65 WTR TOTAL EXPENSE GE 1,000" ; +label variable ER57493 "H66 WTR TOTAL EXPENSE GE 2,000" ; +label variable ER57494 "H67 WTR TOTAL EXPENSE GE 8,000" ; +label variable ER57495 "H68 WTR TOTAL EXPENSE GE 25,000" ; +label variable ER57496 "H69 WTR TOTAL EXPENSE GE 500" ; +label variable ER57497 "H70 TOT DR/OUTPT SURGRY/DENTAL EXPENSES" ; +label variable ER57498 "H71 WTR TOTAL EXPENSE GE 1,000" ; +label variable ER57499 "H72 WTR TOTAL EXPENSE GE 2,500" ; +label variable ER57500 "H73 WTR TOTAL EXPENSE GE 10,000" ; +label variable ER57501 "H74 WTR TOTAL EXPENSE GE 500" ; +label variable ER57502 "H75 WTR TOTAL EXPENSE GE 250" ; +label variable ER57503 "H76 TOTAL PRESCRIPTN/OTR SVCS EXPENSES" ; +label variable ER57504 "H77 WTR TOTAL EXPENSE GE 500" ; +label variable ER57505 "H78 WTR TOTAL EXPENSE GE 2,500" ; +label variable ER57506 "H79 WTR TOTAL EXPENSE GE 10,000" ; +label variable ER57507 "H81 WTR TOTAL EXPENSE GE 200" ; +label variable ER57508 "K1 CKPT: WTR NEW WIFE IN FU" ; +label variable ER57509 "K2 STATE WHERE FATHER BORN-WF" ; +label variable ER57510 "K3 STATE FATHER GREW UP-WF" ; +label variable ER57511 "K4 WTR FATHER EDUCATED IN US-WF" ; +label variable ER57512 "K5 EDUCATION OF FATHER IN US-WF" ; +label variable ER57513 "K6 WTR FATHER READ/WRITE-WF" ; +label variable ER57514 "K7 CKPT: WTR FATHER ED ALL IN US-WF" ; +label variable ER57515 "K8 YRS FOREIGN EDUCATION OF FATHR-WF" ; +label variable ER57516 "K9 FOREIGN DEGREES OF FATHER-WF" ; +label variable ER57517 "K10 OCCUPATION OF FATHER-WF" ; +label variable ER57518 "K11 INDUSTRY OF FATHER-WF" ; +label variable ER57519 "K12 STATE WHERE MOTHER BORN-WF" ; +label variable ER57520 "K13 STATE MOTHER GREW UP-WF" ; +label variable ER57521 "K14 WTR MOTHER EDUCATED IN US-WF" ; +label variable ER57522 "K15 EDUCATION OF MOTHER IN US-WF" ; +label variable ER57523 "K16 WTR MOTHER READ/WRITE-WF" ; +label variable ER57524 "K17 CKPT: WTR MOTHER ED ALL IN US-WF" ; +label variable ER57525 "K18 YRS FOREIGN EDUCATION OF MOTHR-WF" ; +label variable ER57526 "K19 FOREIGN DEGREES OF MOTHER-WF" ; +label variable ER57527 "K20 OCCUPATION OF MOTHER-WF" ; +label variable ER57528 "K21 INDUSTRY OF MOTHER-WF" ; +label variable ER57529 "K22 WHETHER BROTHERS-WF" ; +label variable ER57530 "K23 # BROTHERS-WIFE" ; +label variable ER57531 "K24 WTR ONLY BRO STILL ALIVE-WF" ; +label variable ER57532 "K25 WTR ONLY BRO OLDER THAN WIFE" ; +label variable ER57533 "K26 # BROTHERS STILL ALIVE-WF" ; +label variable ER57534 "K27 WTR ANY BRO OLDER THAN WIFE" ; +label variable ER57535 "K28 WHETHER SISTERS-WF" ; +label variable ER57536 "K29 # SISTERS-WIFE" ; +label variable ER57537 "K30 WTR ONLY SIS STILL ALIVE-WF" ; +label variable ER57538 "K31 WTR ONLY SIS OLDER THAN WIFE" ; +label variable ER57539 "K32 # SISTERS STILL ALIVE-WF" ; +label variable ER57540 "K33 WTR ANY SIS OLDER THAN WIFE" ; +label variable ER57541 "K33 STATE WIFE WAS BORN" ; +label variable ER57542 "K33YR YEAR CAME TO UNITED STATES-WF" ; +label variable ER57543 "K34 GREW UP FARM OR?-WF" ; +label variable ER57544 "K35 STATE WHERE WIFE GREW UP" ; +label variable ER57545 "K36 WTR EVER LIVED IN OTR STATE-WF" ; +label variable ER57546 "K37 PARENTS POOR OR?--WF" ; +label variable ER57547 "K38 WTR LIVED W/BOTH PARENTS-WF" ; +label variable ER57548 "K39 SPANISH DESCENT-WIFE" ; +label variable ER57549 "K40 RACE OF WIFE-MENTION 1" ; +label variable ER57550 "K40 RACE OF WIFE-MENTION 2" ; +label variable ER57551 "K40 RACE OF WIFE-MENTION 3" ; +label variable ER57552 "K40 RACE OF WIFE-MENTION 4" ; +label variable ER57553 "K41 ETHNIC GROUP-WF" ; +label variable ER57554 "K41 NATIONALITY MENTION 1-WF" ; +label variable ER57555 "K41 NATIONALITY MENTION 2-WF" ; +label variable ER57556 "K42 WTR EVER IN MILITARY-WF" ; +label variable ER57557 "YEAR HIGHEST EDUCATION UPDATED-WF" ; +label variable ER57558 "K43 WTR WIFE EDUCATED IN US" ; +label variable ER57559 "K44 WTR GRADUATED HS-WF" ; +label variable ER57560 "K45 MO GRADUATED HS-WF" ; +label variable ER57561 "K45 YR GRADUATED HS-WF" ; +label variable ER57562 "K46 GRADE LEVEL IF GED-WF" ; +label variable ER57563 "K47 MO LAST IN SCHOOL IF GED-WF" ; +label variable ER57564 "K47 YR LAST IN SCHOOL IF GED-WF" ; +label variable ER57565 "K48 MO RECEIVED GED-WF" ; +label variable ER57566 "K48 YR RECEIVED GED-WF" ; +label variable ER57567 "K49 GRADE OF SCHOOL FINISHED-W" ; +label variable ER57568 "K50 MO LAST IN SCHOOL-WF" ; +label variable ER57569 "K50 YR LAST IN SCHOOL-WF" ; +label variable ER57570 "K51 WTR ATTENDED COLLEGE-WF" ; +label variable ER57571 "K52 MO LAST ATTENDED COLLEGE-WF" ; +label variable ER57572 "K52 YR LAST ATTENDED COLLEGE-WF" ; +label variable ER57573 "K53 HGHST YR COLL COMPLETED-WF" ; +label variable ER57574 "K54 WTR RECD COLLEGE DEGREE-WF" ; +label variable ER57575 "K55 HGHST COLLEGE DEGREE RECD-WF" ; +label variable ER57576 "K58 MO RECD COLLEGE DEGREE-WF" ; +label variable ER57577 "K58 YR RECD COLLEGE DEGREE-WF" ; +label variable ER57578 "K60 YRS FOREIGN EDUCATION-WF" ; +label variable ER57579 "K61 FOREIGN DEGREES-WIFE" ; +label variable ER57580 "K62 WTR RECD OTR DEG/CERT-WF" ; +label variable ER57581 "K63 TYPE 1ST OTR DEG/CERT-WF" ; +label variable ER57582 "K64 FIELD 1ST OTR DEG/CERT-WF" ; +label variable ER57583 "K65 INST/ORG OF 1ST OTR DEG/CERT-WF" ; +label variable ER57584 "K66 MO RECD 1ST OTR DEG/CERT-WF" ; +label variable ER57585 "K66 YR RECD 1ST OTR DEG/CERT-WF" ; +label variable ER57586 "K67 WTR 2ND DEGREE/CERT-WF" ; +label variable ER57587 "K63 TYPE 2ND OTR DEG/CERT-WF" ; +label variable ER57588 "K64 FIELD 2ND OTR DEG/CERT-WF" ; +label variable ER57589 "K65 INST/ORG OF 2ND OTR DEG/CERT-WF" ; +label variable ER57590 "K66 MO RECD 2ND OTR DEG/CERT-WF" ; +label variable ER57591 "K66 YR RECD 2ND OTR DEG/CERT-WF" ; +label variable ER57592 "K67 WTR 3RD DEGREE/CERT-WF" ; +label variable ER57593 "K63 TYPE 3RD OTR DEG/CERT-WF" ; +label variable ER57594 "K64 FIELD 3RD OTR DEG/CERT-WF" ; +label variable ER57595 "K65 INST/ORG OF 3RD OTR DEG/CERT-WF" ; +label variable ER57596 "K66 MO RECD 3RD OTR DEG/CERT-WF" ; +label variable ER57597 "K66 YR RECD 3RD OTR DEG/CERT-WF" ; +label variable ER57598 "K67 WTR 4TH DEGREE/CERT-WF" ; +label variable ER57599 "K68 RELIGIOUS PREFERENCE-WF" ; +label variable ER57600 "K69 RELIG DENOMINATION-WF" ; +label variable ER57601 "K70 #YRS WRKD SINCE 18-WF" ; +label variable ER57602 "K71 #YR WRKED FULLTIME-WF" ; +label variable ER57603 "K72 OCCUPATION 1ST FULL TIME JOB-WF" ; +label variable ER57604 "K73 INDUSTRY 1ST FULL-TIME JOB-WF" ; +label variable ER57605 "K74 WTR ATTND SCHOOL SINCE LAST IW-WF" ; +label variable ER57606 "K75 HIGHEST GRADE ATTND SINCE LAST IW-WF" ; +label variable ER57607 "K76 WTR GRADUATED FROM HS/GED-WF" ; +label variable ER57608 "K77 MONTH GRADUATED FROM HS-WF" ; +label variable ER57609 "K77 YEAR GRADUATED FROM HS-WF" ; +label variable ER57610 "K78 MONTH RECEIVED GED-WF" ; +label variable ER57611 "K78 YEAR RECEIVED GED-WF" ; +label variable ER57612 "K79 HIGHEST COLLEGE DEG SINCE LAST IW-WF" ; +label variable ER57613 "K80 MONTH REC HIGHEST COLLEGE DEGREE-WF" ; +label variable ER57614 "K80 YEAR REC HIGHEST COLLEGE DEGREE-WF" ; +label variable ER57615 "K83 AREA OF STUDY HIGHEST DEGREE-WF" ; +label variable ER57616 "K84 WTR CURRENTLY ENROLLED-WF" ; +label variable ER57617 "K85 GRADE CURRENTLY ENROLLED-WF" ; +label variable ER57618 "L1 CKPT: WTR NEW HEAD IN FU" ; +label variable ER57619 "L2 STATE WHERE FATHER BORN-HD" ; +label variable ER57620 "L3 STATE FATHER GREW UP-HD" ; +label variable ER57621 "L4 WTR FATHER EDUCATED IN US-HD" ; +label variable ER57622 "L5 EDUCATION OF FATHER IN US-HD" ; +label variable ER57623 "L6 WTR FATHER READ/WRITE-HD" ; +label variable ER57624 "L7 CKPT: WTR FATHER ED ALL IN US-HD" ; +label variable ER57625 "L8 YRS FOREIGN EDUCATION OF FATHR-HD" ; +label variable ER57626 "L9 FOREIGN DEGREES OF FATHER-HD" ; +label variable ER57627 "L10 OCCUPATION OF FATHER-HD" ; +label variable ER57628 "L11 INDUSTRY OF FATHER-HD" ; +label variable ER57629 "L12 STATE WHERE MOTHER BORN-HD" ; +label variable ER57630 "L13 STATE MOTHER GREW UP-HD" ; +label variable ER57631 "L14 WTR MOTHER EDUCATED IN US-H" ; +label variable ER57632 "L15 EDUCATION OF MOTHER IN US-HD" ; +label variable ER57633 "L16 WTR MOTHER READ/WRITE-HD" ; +label variable ER57634 "L17 CKPT: WTR MOTHER ED ALL IN US-HD" ; +label variable ER57635 "L18 YRS FOREIGN EDUCATION OF MOTHR-HD" ; +label variable ER57636 "L19 FOREIGN DEGREES OF MOTHER-HD" ; +label variable ER57637 "L20 OCCUPATION OF MOTHER-HD" ; +label variable ER57638 "L21 INDUSTRY OF MOTHER-HD" ; +label variable ER57639 "L22 WHETHER BROTHERS-HD" ; +label variable ER57640 "L23 # BROTHERS-HEAD" ; +label variable ER57641 "L24 WTR ONLY BRO STILL ALIVE-HD" ; +label variable ER57642 "L25 WTR ONLY BRO OLDER THAN HEAD" ; +label variable ER57643 "L26 # BROTHERS STILL ALIVE-HD" ; +label variable ER57644 "L27 WTR ANY BRO OLDER THAN HEAD" ; +label variable ER57645 "L28 WHETHER SISTERS-HD" ; +label variable ER57646 "L29 # SISTERS-HEAD" ; +label variable ER57647 "L30 WTR ONLY SIS STILL ALIVE-HD" ; +label variable ER57648 "L31 WTR ONLY SIS OLDER THAN HEAD" ; +label variable ER57649 "L32 # SISTERS STILL ALIVE-HD" ; +label variable ER57650 "L33 WTR ANY SIS OLDER THAN HEAD" ; +label variable ER57651 "L33 STATE HEAD WAS BORN" ; +label variable ER57652 "L33YR YEAR CAME TO UNITED STATES-HD" ; +label variable ER57653 "L34 GREW UP FARM OR?-HD" ; +label variable ER57654 "L35 STATE WHERE HEAD GREW UP" ; +label variable ER57655 "L36 WTR EVER LIVED IN OTR STATE-HD" ; +label variable ER57656 "L37 PARENTS POOR OR?--HD" ; +label variable ER57657 "L38 WTR LIVED W/BOTH PARENTS-HD" ; +label variable ER57658 "L39 SPANISH DESCENT-HEAD" ; +label variable ER57659 "L40 RACE OF HEAD-MENTION 1" ; +label variable ER57660 "L40 RACE OF HEAD-MENTION 2" ; +label variable ER57661 "L40 RACE OF HEAD-MENTION 3" ; +label variable ER57662 "L40 RACE OF HEAD-MENTION 4" ; +label variable ER57663 "L41 ETHNIC GROUP-HD" ; +label variable ER57664 "L41 NATIONALITY MENTION 1-HD" ; +label variable ER57665 "L41 NATIONALITY MENTION 2-HD" ; +label variable ER57666 "L42 WTR EVER IN MILITARY-HD" ; +label variable ER57667 "YEAR HIGHEST EDUCATION UPDATED-HD" ; +label variable ER57668 "L43 WTR HEAD EDUCATED IN US" ; +label variable ER57669 "L44 WTR GRADUATED HS-HD" ; +label variable ER57670 "L45 MO GRADUATED HS-HD" ; +label variable ER57671 "L45 YR GRADUATED HS-HD" ; +label variable ER57672 "L46 GRADE LEVEL IF GED-HD" ; +label variable ER57673 "L47 MO LAST IN SCHOOL IF GED-HD" ; +label variable ER57674 "L47 YR LAST IN SCHOOL IF GED-HD" ; +label variable ER57675 "L48 MO RECEIVED GED-HD" ; +label variable ER57676 "L48 YR RECEIVED GED-HD" ; +label variable ER57677 "L49 GRADE OF SCHOOL FINISHED-HD" ; +label variable ER57678 "L50 MO LAST IN SCHOOL-HD" ; +label variable ER57679 "L50 YR LAST IN SCHOOL-HD" ; +label variable ER57680 "L51 WTR ATTENDED COLLEGE-HD" ; +label variable ER57681 "L52 MO LAST ATTENDED COLLEGE-HD" ; +label variable ER57682 "L52 YR LAST ATTENDED COLLEGE-HD" ; +label variable ER57683 "L53 HGHST YR COLL COMPLETED-HD" ; +label variable ER57684 "L54 WTR RECD COLLEGE DEGREE-HD" ; +label variable ER57685 "L55 HGHST COLLEGE DEGREE RECD-HD" ; +label variable ER57686 "L58 MO RECD COLLEGE DEGREE-HD" ; +label variable ER57687 "L58 YR RECD COLLEGE DEGREE-HD" ; +label variable ER57688 "L60 YRS FOREIGN EDUCATION-HD" ; +label variable ER57689 "L61 FOREIGN DEGREES-HEAD" ; +label variable ER57690 "L62 WTR REC OTR DEG/CERT-HD" ; +label variable ER57691 "L63 TYPE 1ST OTR DEG/CERT-HD" ; +label variable ER57692 "L64 FIELD 1ST OTR DEG/CERT-HD" ; +label variable ER57693 "L65 INST/ORG OF 1ST OTR DEG/CERT-HD" ; +label variable ER57694 "L66 MO RECD 1ST OTR DEG/CERT-HD" ; +label variable ER57695 "L66 YR RECD 1ST OTR DEG/CERT-HD" ; +label variable ER57696 "L67 WTR 2ND DEGREE/CERT-HD" ; +label variable ER57697 "L63 TYPE 2ND OTR DEG/CERT-HD" ; +label variable ER57698 "L64 FIELD 2ND OTR DEG/CERT-HD" ; +label variable ER57699 "L65 INST/ORG OF 2ND OTR DEG/CERT-HD" ; +label variable ER57700 "L66 MO RECD 2ND OTR DEG/CERT-HD" ; +label variable ER57701 "L66 YR RECD 2ND OTR DEG/CERT-HD" ; +label variable ER57702 "L67 WTR 3RD DEGREE/CERT-HD" ; +label variable ER57703 "L63 TYPE 3RD OTR DEG/CERT-HD" ; +label variable ER57704 "L64 FIELD 3RD OTR DEG/CERT-HD" ; +label variable ER57705 "L65 INST/ORG OF 3RD OTR DEG/CERT-HD" ; +label variable ER57706 "L66 MO RECD 3RD OTR DEG/CERT-HD" ; +label variable ER57707 "L66 YR RECD 3RD OTR DEG/CERT-HD" ; +label variable ER57708 "L67 WTR 4TH DEGREE/CERT-HD" ; +label variable ER57709 "L68 RELIGIOUS PREFERENCE-HD" ; +label variable ER57710 "L69 RELIG DENOMINATION-HD" ; +label variable ER57711 "L70 #YRS WRKD SINCE 18-HD" ; +label variable ER57712 "L71 #YR WRKED FULLTIME-HD" ; +label variable ER57713 "L72 OCCUPATION 1ST FULL TIME JOB-HD" ; +label variable ER57714 "L73 INDUSTRY 1ST FULL TIME JOB-HD" ; +label variable ER57715 "L74 WTR ATTND SCHOOL SINCE LAST IW-HD" ; +label variable ER57716 "L75 HIGHEST GRADE ATTND SINCE LAST IW-HD" ; +label variable ER57717 "L76 WTR GRADUATED FROM HS/GED-HD" ; +label variable ER57718 "L77 MONTH GRADUATED FROM HS-HD" ; +label variable ER57719 "L77 YEAR GRADUATED FROM HS-HD" ; +label variable ER57720 "L78 MONTH RECEIVED GED-HD" ; +label variable ER57721 "L78 YEAR RECEIVED GED-HD" ; +label variable ER57722 "L79 HIGHEST COLLEGE DEG SINCE LAST IW-HD" ; +label variable ER57723 "L80 MONTH REC HIGHEST COLLEGE DEGREE-HD" ; +label variable ER57724 "L80 YEAR REC HIGHEST COLLEGE DEGREE-HD" ; +label variable ER57725 "L83 AREA OF STUDY HIGHEST DEGREE-HD" ; +label variable ER57726 "L84 WTR CURRENTLY ENROLLED-HD" ; +label variable ER57727 "L85 GRADE CURRENTLY ENROLLED-HD" ; +label variable ER57728 "M1 WTR DONATION>25 TO CHARITY LAST YEAR" ; +label variable ER57729 "M2 WTR DONATED TO RELIGIOUS ORGANIZATION" ; +label variable ER57730 "M2A DOLLAR AMT OF RELIGIOUS DONATIONS" ; +label variable ER57731 "M2B WTR RELIGIOUS DONATIONS GE 300" ; +label variable ER57732 "M2C WTR RELIGIOUS DONATIONS GE 1,000" ; +label variable ER57733 "M2D WTR RELIGIOUS DONATIONS GE 2,500" ; +label variable ER57734 "M2E WTR RELIGIOUS DONATIONS GE 100" ; +label variable ER57735 "M3 WTR DONATD TO COMBO PURPOSE ORGANIZTN" ; +label variable ER57736 "M3A DOLLAR AMT OF COMBO DONATIONS" ; +label variable ER57737 "M3B WTR COMBO DONATIONS GE 200" ; +label variable ER57738 "M3C WTR COMBO DONATIONS GE 500" ; +label variable ER57739 "M3D WTR COMBO DONATIONS GE 1,000" ; +label variable ER57740 "M3E WTR COMBO DONATIONS GE 100" ; +label variable ER57741 "M4 WTR DONATED TO ORGANIZATION FOR NEEDY" ; +label variable ER57742 "M4A DOLLAR AMT OF NEEDY DONATIONS" ; +label variable ER57743 "M4B WTR NEEDY DONATIONS GE 200" ; +label variable ER57744 "M4C WTR NEEDY DONATIONS GE 500" ; +label variable ER57745 "M4D WTR NEEDY DONATIONS GE 1,000" ; +label variable ER57746 "M4E WTR NEEDY DONATIONS GE 100" ; +label variable ER57747 "M5 WTR DONATED TO ORGANIZATN FOR HEALTH" ; +label variable ER57748 "M5A DOLLAR AMT OF HEALTH DONATIONS" ; +label variable ER57749 "M5B WTR HEALTH DONATIONS GE 200" ; +label variable ER57750 "M5C WTR HEALTH DONATIONS GE 500" ; +label variable ER57751 "M5D WTR HEALTH DONATIONS GE 1,000" ; +label variable ER57752 "M5E WTR HEALTH DONATIONS GE 100" ; +label variable ER57753 "M6 WTR DONATED TO ORGANZTION FOR EDUCATN" ; +label variable ER57754 "M6A DOLLAR AMT OF EDUCATION DONATIONS" ; +label variable ER57755 "M6B WTR EDUCATION DONATIONS GE 200" ; +label variable ER57756 "M6C WTR EDUCATION DONATIONS GE 500" ; +label variable ER57757 "M6D WTR EDUCATION DONATIONS GE 1,000" ; +label variable ER57758 "M6E WTR EDUCATION DONATIONS GE 100" ; +label variable ER57759 "M7 WTR DONATED TO YOUTH ORGANIZATIONS" ; +label variable ER57760 "M7A DOLLAR AMT OF YOUTH ORG DONATIONS" ; +label variable ER57761 "M7B WTR YOUTH ORG DONATIONS GE 200" ; +label variable ER57762 "M7C WTR YOUTH ORG DONATIONS GE 500" ; +label variable ER57763 "M7D WTR YOUTH ORG DONATIONS GE 1,000" ; +label variable ER57764 "M7E WTR YOUTH ORG DONATIONS GE 100" ; +label variable ER57765 "M8 WTR DONATED TO CULTURAL ORGS" ; +label variable ER57766 "M8A DOLLAR AMT OF CULTURAL DONATIONS" ; +label variable ER57767 "M8B WTR CULTURAL DONATIONS GE 200" ; +label variable ER57768 "M8C WTR CULTURAL DONATIONS GE 500" ; +label variable ER57769 "M8D WTR CULTURAL DONATIONS GE 1,000" ; +label variable ER57770 "M8E WTR CULTURAL DONATIONS GE 100" ; +label variable ER57771 "M9 WTR DONATED TO COMMUNITY ORGS" ; +label variable ER57772 "M9A DOLLAR AMT OF COMMUNITY DONATIONS" ; +label variable ER57773 "M9B WTR COMMUNITY DONATIONS GE 200" ; +label variable ER57774 "M9C WTR COMMUNITY DONATIONS GE 500" ; +label variable ER57775 "M9D WTR COMMUNITY DONATIONS GE 1,000" ; +label variable ER57776 "M9E WTR COMMUNITY DONATIONS GE 100" ; +label variable ER57777 "M10 WTR DONATED TO ENVIRONMENT ORGS" ; +label variable ER57778 "M10A DOLLAR AMT OF ENVIRONMENT DONATION" ; +label variable ER57779 "M10B WTR ENVIRONMENT DONATIONS GE 200" ; +label variable ER57780 "M10C WTR ENVIRONMENT DONATIONS GE 500" ; +label variable ER57781 "M10D WTR ENVIRONMENT DONATIONS GE 1,000" ; +label variable ER57782 "M10E WTR ENVIRONMENT DONATIONS GE 100" ; +label variable ER57783 "M11 WTR DONATED TO INTERNATL/PEACE ORG" ; +label variable ER57784 "M11A DOLLAR AMT OF INTERNATL/PEACE DNTN" ; +label variable ER57785 "M11B WTR INTERNATL/PEACE DNTNS GE 200" ; +label variable ER57786 "M11C WTR INTERNATL/PEACE DNTNS GE 500" ; +label variable ER57787 "M11D WTR INTERNATL/PEACE DNTNS GE 1,000" ; +label variable ER57788 "M11E WTR INTERNATL/PEACE DNTNS GE 100" ; +label variable ER57789 "M12 WTR DONATED TO OTHER ORGANIZATIONS" ; +label variable ER57790 "M12 TYPE ORGANIZATION DONATED TO" ; +label variable ER57791 "M12B DOLLAR AMT OF OTHER DONATIONS" ; +label variable ER57792 "M12C WTR OTHER DONATIONS GE 200" ; +label variable ER57793 "M12D WTR OTHER DONATIONS GE 500" ; +label variable ER57794 "M12E WTR OTHER DONATIONS GE 1,000" ; +label variable ER57795 "M12F WTR OTHER DONATIONS GE 100" ; +label variable ER57796 "BC8 WTR UNEMPLOYED IN 2011 (HD)" ; +label variable ER57797 "BC8 WEEKS UNEMPLOYED IN 2011 (HD)" ; +label variable ER57798 "BC8 WTR UNEMPLOYED JAN 2011-HD" ; +label variable ER57799 "BC8 WTR UNEMPLOYED FEB 2011-HD" ; +label variable ER57800 "BC8 WTR UNEMPLOYED MAR 2011-HD" ; +label variable ER57801 "BC8 WTR UNEMPLOYED APR 2011-HD" ; +label variable ER57802 "BC8 WTR UNEMPLOYED MAY 2011-HD" ; +label variable ER57803 "BC8 WTR UNEMPLOYED JUN 2011-HD" ; +label variable ER57804 "BC8 WTR UNEMPLOYED JUL 2011-HD" ; +label variable ER57805 "BC8 WTR UNEMPLOYED AUG 2011-HD" ; +label variable ER57806 "BC8 WTR UNEMPLOYED SEP 2011-HD" ; +label variable ER57807 "BC8 WTR UNEMPLOYED OCT 2011-HD" ; +label variable ER57808 "BC8 WTR UNEMPLOYED NOV 2011-HD" ; +label variable ER57809 "BC8 WTR UNEMPLOYED DEC 2011-HD" ; +label variable ER57810 "BC7 WTR OUT LAB FRC IN 2011 (HD)" ; +label variable ER57811 "BC7WKS OUT LABOR FORCE IN 2011 (HD)" ; +label variable ER57812 "BC7 WTR OUT LAB FORC JAN 2011-HD" ; +label variable ER57813 "BC7 WTR OUT LAB FORC FEB 2011-HD" ; +label variable ER57814 "BC7 WTR OUT LAB FORC MAR 2011-HD" ; +label variable ER57815 "BC7 WTR OUT LAB FORC APR 2011-HD" ; +label variable ER57816 "BC7 WTR OUT LAB FORC MAY 2011-HD" ; +label variable ER57817 "BC7 WTR OUT LAB FORC JUN 2011-HD" ; +label variable ER57818 "BC7 WTR OUT LAB FORC JUL 2011-HD" ; +label variable ER57819 "BC7 WTR OUT LAB FORC AUG 2011-HD" ; +label variable ER57820 "BC7 WTR OUT LAB FORC SEP 2011-HD" ; +label variable ER57821 "BC7 WTR OUT LAB FORC OCT 2011-HD" ; +label variable ER57822 "BC7 WTR OUT LAB FORC NOV 2011-HD" ; +label variable ER57823 "BC7 WTR OUT LAB FORC DEC 2011-HD" ; +label variable ER57824 "WTR EMPLOYED IN 2011 (HD)" ; +label variable ER57825 "WEEKS EMPLOYED IN 2011 (HD)" ; +label variable ER57826 "NUMBER OF JOBS IN 2011-HD" ; +label variable ER57827 "BC8 WTR EMPLOYED JAN 2011-HD" ; +label variable ER57828 "BC8 WTR EMPLOYED FEB 2011-HD" ; +label variable ER57829 "BC8 WTR EMPLOYED MAR 2011-HD" ; +label variable ER57830 "BC8 WTR EMPLOYED APR 2011-HD" ; +label variable ER57831 "BC8 WTR EMPLOYED MAY 2011-HD" ; +label variable ER57832 "BC8 WTR EMPLOYED JUN 2011-HD" ; +label variable ER57833 "BC8 WTR EMPLOYED JUL 2011-HD" ; +label variable ER57834 "BC8 WTR EMPLOYED AUG 2011-HD" ; +label variable ER57835 "BC8 WTR EMPLOYED SEP 2011-HD" ; +label variable ER57836 "BC8 WTR EMPLOYED OCT 2011-HD" ; +label variable ER57837 "BC8 WTR EMPLOYED NOV 2011-HD" ; +label variable ER57838 "BC8 WTR EMPLOYED DEC 2011-HD" ; +label variable ER57839 "BC14EE HOURS/WK WORKED IN 2011 (HD)" ; +label variable ER57840 "ACCURACY OF HRS/WK WORKED IN 2011 (HD)" ; +label variable ER57841 "R2 LABOR INCOME 2011 (HD)" ; +label variable ER57842 "R2 PER FOR LABOR INCOME 2011 (HD)" ; +label variable ER57843 "ACCURACY OF LABOR INCOME 2011 (HD)" ; +label variable ER57844 "DE8 WTR UNEMPLOYED IN 2011 (WF)" ; +label variable ER57845 "DE8 WEEKS UNEMPLOYED IN 2011 (WF)" ; +label variable ER57846 "DE8 WTR UNEMPLOYED JAN 2011-WF" ; +label variable ER57847 "DE8 WTR UNEMPLOYED FEB 2011-WF" ; +label variable ER57848 "DE8 WTR UNEMPLOYED MAR 2011-WF" ; +label variable ER57849 "DE8 WTR UNEMPLOYED APR 2011-WF" ; +label variable ER57850 "DE8 WTR UNEMPLOYED MAY 2011-WF" ; +label variable ER57851 "DE8 WTR UNEMPLOYED JUN 2011-WF" ; +label variable ER57852 "DE8 WTR UNEMPLOYED JUL 2011-WF" ; +label variable ER57853 "DE8 WTR UNEMPLOYED AUG 2011-WF" ; +label variable ER57854 "DE8 WTR UNEMPLOYED SEP 2011-WF" ; +label variable ER57855 "DE8 WTR UNEMPLOYED OCT 2011-WF" ; +label variable ER57856 "DE8 WTR UNEMPLOYED NOV 2011-WF" ; +label variable ER57857 "DE8 WTR UNEMPLOYED DEC 2011-WF" ; +label variable ER57858 "DE7 WTR OUT LAB FRC IN 2011 (WF)" ; +label variable ER57859 "DE7WKS OUT LABOR FORCE IN 2011 (WF)" ; +label variable ER57860 "DE7 WTR OUT LAB FORC JAN 2011-WF" ; +label variable ER57861 "DE7 WTR OUT LAB FORC FEB 2011-WF" ; +label variable ER57862 "DE7 WTR OUT LAB FORC MAR 2011-WF" ; +label variable ER57863 "DE7 WTR OUT LAB FORC APR 2011-WF" ; +label variable ER57864 "DE7 WTR OUT LAB FORC MAY 2011-WF" ; +label variable ER57865 "DE7 WTR OUT LAB FORC JUN 2011-WF" ; +label variable ER57866 "DE7 WTR OUT LAB FORC JUL 2011-WF" ; +label variable ER57867 "DE7 WTR OUT LAB FORC AUG 2011-WF" ; +label variable ER57868 "DE7 WTR OUT LAB FORC SEP 2011-WF" ; +label variable ER57869 "DE7 WTR OUT LAB FORC OCT 2011-WF" ; +label variable ER57870 "DE7 WTR OUT LAB FORC NOV 2011-WF" ; +label variable ER57871 "DE7 WTR OUT LAB FORC DEC 2011-WF" ; +label variable ER57872 "WTR EMPLOYED IN 2011 (WF)" ; +label variable ER57873 "WEEKS EMPLOYED IN 2011 (WF)" ; +label variable ER57874 "NUMBER OF JOBS IN 2011-WF" ; +label variable ER57875 "DE8 WTR EMPLOYED JAN 2011-WF" ; +label variable ER57876 "DE8 WTR EMPLOYED FEB 2011-WF" ; +label variable ER57877 "DE8 WTR EMPLOYED MAR 2011-WF" ; +label variable ER57878 "DE8 WTR EMPLOYED APR 2011-WF" ; +label variable ER57879 "DE8 WTR EMPLOYED MAY 2011-WF" ; +label variable ER57880 "DE8 WTR EMPLOYED JUN 2011-WF" ; +label variable ER57881 "DE8 WTR EMPLOYED JUL 2011-WF" ; +label variable ER57882 "DE8 WTR EMPLOYED AUG 2011-WF" ; +label variable ER57883 "DE8 WTR EMPLOYED SEP 2011-WF" ; +label variable ER57884 "DE8 WTR EMPLOYED OCT 2011-WF" ; +label variable ER57885 "DE8 WTR EMPLOYED NOV 2011-WF" ; +label variable ER57886 "DE8 WTR EMPLOYED DEC 2011-WF" ; +label variable ER57887 "DE14EE HOURS/WK WORKED IN 2011 (WF)" ; +label variable ER57888 "ACCURACY OF HRS/WK WORKED IN 2011 (WF)" ; +label variable ER57889 "R11 LABOR INCOME 2011 (WF)" ; +label variable ER57890 "R11 PER FOR LABOR INCOME 2011 (WF)" ; +label variable ER57891 "ACCURACY OF LABOR INCOME 2011 (WF)" ; +label variable ER57892 "R20 WTR RECD SOC SECURITY YR BEFORE LAST" ; +label variable ER57893 "R25 WTR RECD RETIREMENT YR BEFORE LAST" ; +label variable ER57894 "R29 WTR RECD VA PENSION YR BEFORE LAST" ; +label variable ER57895 "R33 WTR RECD UNEMP COMP YR BEFORE LAST" ; +label variable ER57896 "R37 WTR RECD WORKERS COMP YR BEFORE LAST" ; +label variable ER57897 "R41 WTR RECD TANF (ADC) YR B4 LAST" ; +label variable ER57898 "R47 WTR RECEIVED SSI YR BEFORE LAST" ; +label variable ER57899 "R51 WTR RECEIVED OTR WELFARE YR B4 LAST" ; +label variable ER57900 "R55 WTR REC CH SUPP/ALIMONY YR B4 LAST" ; +label variable ER57901 "WHO WAS RESPONDENT" ; +label variable ER57902 "# CALLS FOR IW" ; +label variable ER57903 "LANGUAGE OF INTERVIEW" ; +label variable ER57904 "IO26 WTR HOSTILE TO ASKING MED #" ; +label variable ER57905 "IO26 WTR NOT TRUTHFUL TO ASKING MED #" ; +label variable ER57906 "IO26 WTR NOT ABLE TO REMEMBER MED #" ; +label variable ER57907 "IO26 WTR CONF/PRIV CRNS ABOUT MED #" ; +label variable ER57908 "IO26 WTR NO REACTION TO ASKING MED #" ; +label variable ER57909 "IO26 WTR OTR REACTION TO ASKING MED #" ; +label variable ER57910 "IO28 WTR HELP W SCT A - HLPR 1" ; +label variable ER57911 "IO28 WTR HELP W SCT BC EHC - HLPR 1" ; +label variable ER57912 "IO28 WTR HELP W SCT BC OTHER - HLPR 1" ; +label variable ER57913 "IO28 WTR HELP W SCT DE EHC - HLPR 1" ; +label variable ER57914 "IO28 WTR HELP W SCT DE OTHER - HLPR 1" ; +label variable ER57915 "IO28 WTR HELP W SCT F - HLPR 1" ; +label variable ER57916 "IO28 WTR HELP W SCT G - HLPR 1" ; +label variable ER57917 "IO28 WTR HELP W SCT R - HLPR 1" ; +label variable ER57918 "IO28 WTR HELP W SCT W - HLPR 1" ; +label variable ER57919 "IO28 WTR HELP W SCT P - HLPR 1" ; +label variable ER57920 "IO28 WTR HELP W SCT H - HLPR 1" ; +label variable ER57921 "IO28 WTR HELP W SCT HEHC SCRN - HLPR 1" ; +label variable ER57922 "IO28 WTR HELP W SCT HEHC - HLPR 1" ; +label variable ER57923 "IO28 WTR HELP W SCT J - HLPR 1" ; +label variable ER57924 "IO28 WTR HELP W SCT KL - HLPR 1" ; +label variable ER57925 "IO28 WTR HELP W SCT M - HLPR 1" ; +label variable ER57926 "IO28 WTR HELP W ADDR - HLPR 1" ; +label variable ER57927 "IO28 WTR HELP W OTHER- HLPR 1" ; +label variable ER57928 "IO28 WTR HELP W SCT A - HLPR 2" ; +label variable ER57929 "IO28 WTR HELP W SCT BC EHC - HLPR 2" ; +label variable ER57930 "IO28 WTR HELP W SCT BC OTHER - HLPR 2" ; +label variable ER57931 "IO28 WTR HELP W SCT DE EHC - HLPR 2" ; +label variable ER57932 "IO28 WTR HELP W SCT DE OTHER - HLPR 2" ; +label variable ER57933 "IO28 WTR HELP W SCT F - HLPR 2" ; +label variable ER57934 "IO28 WTR HELP W SCT G - HLPR 2" ; +label variable ER57935 "IO28 WTR HELP W SCT R - HLPR 2" ; +label variable ER57936 "IO28 WTR HELP W SCT W - HLPR 2" ; +label variable ER57937 "IO28 WTR HELP W SCT P - HLPR 2" ; +label variable ER57938 "IO28 WTR HELP W SCT H - HLPR 2" ; +label variable ER57939 "IO28 WTR HELP W SCT HEHC SCRN - HLPR 2" ; +label variable ER57940 "IO28 WTR HELP W SCT HEHC - HLPR 2" ; +label variable ER57941 "IO28 WTR HELP W SCT J - HLPR 2" ; +label variable ER57942 "IO28 WTR HELP W SCT KL - HLPR 2" ; +label variable ER57943 "IO28 WTR HELP W SCT M - HLPR 2" ; +label variable ER57944 "IO28 WTR HELP W ADDR - HLPR 2" ; +label variable ER57945 "IO28 WTR HELP W OTHER- HLPR 2" ; +label variable ER57946 "IO28 WTR HELP W SCT A - HLPR 3" ; +label variable ER57947 "IO28 WTR HELP W SCT BC EHC - HLPR 3" ; +label variable ER57948 "IO28 WTR HELP W SCT BC OTHER - HLPR 3" ; +label variable ER57949 "IO28 WTR HELP W SCT DE EHC - HLPR 3" ; +label variable ER57950 "IO28 WTR HELP W SCT DE OTHER - HLPR 3" ; +label variable ER57951 "IO28 WTR HELP W SCT F - HLPR 3" ; +label variable ER57952 "IO28 WTR HELP W SCT G - HLPR 3" ; +label variable ER57953 "IO28 WTR HELP W SCT R - HLPR 3" ; +label variable ER57954 "IO28 WTR HELP W SCT W - HLPR 3" ; +label variable ER57955 "IO28 WTR HELP W SCT P - HLPR 3" ; +label variable ER57956 "IO28 WTR HELP W SCT H - HLPR 3" ; +label variable ER57957 "IO28 WTR HELP W SCT HEHC SCRN - HLPR 3" ; +label variable ER57958 "IO28 WTR HELP W SCT HEHC - HLPR 3" ; +label variable ER57959 "IO28 WTR HELP W SCT J - HLPR 3" ; +label variable ER57960 "IO28 WTR HELP W SCT KL - HLPR 3" ; +label variable ER57961 "IO28 WTR HELP W SCT M - HLPR 3" ; +label variable ER57962 "IO28 WTR HELP W ADDR - HLPR 3" ; +label variable ER57963 "IO28 WTR HELP W OTHER- HLPR 3" ; +label variable ER57964 "IO29 WTR R HAD DOCUMENTS FOR REFERENCE" ; +label variable ER57965 "IO29A TYPE OF DOCUMENT-MENTION 1" ; +label variable ER57966 "IO29A TYPE OF DOCUMENT-MENTION 2" ; +label variable ER57967 "IO29A TYPE OF DOCUMENT-MENTION 3" ; +label variable ER57968 "IO29A TYPE OF DOCUMENT-MENTION 4" ; +label variable ER57969 "# OF INDIVIDUAL RECORDS" ; +label variable ER57970 "HEAD WORK WEEKS-2012" ; +label variable ER57971 "ACCURACY HEAD WORK WEEKS-2012" ; +label variable ER57972 "HEAD WEEKLY WORK HOURS-2012" ; +label variable ER57973 "ACCURACY HEAD WEEKLY WORK HOURS-2012" ; +label variable ER57974 "HD OVERTIME WORK HOURS-2012" ; +label variable ER57975 "ACCURACY HD OVERTIME WORK HOURS-2012" ; +label variable ER57976 "HEAD TOTAL HOURS OF WORK-2012" ; +label variable ER57977 "HD WEEKS MISSED FOR ILLNESS OF OTRS-2012" ; +label variable ER57978 "ACC HD WKS MISSED ILLNESS OF OTRS-2012" ; +label variable ER57979 "HD WEEKS MISSED FOR OWN ILLNESS-2012" ; +label variable ER57980 "ACC HD WKS MISSED FOR OWN ILLNESS-2012" ; +label variable ER57981 "HEAD WEEKS OFF FOR VACATION-2012" ; +label variable ER57982 "ACC HEAD WEEKS OFF FOR VACATION-2012" ; +label variable ER57983 "HEAD STRIKE WEEKS-2012" ; +label variable ER57984 "ACCURACYHEAD STRIKE WEEKS-2012" ; +label variable ER57985 "HEAD WEEKS LAID OFF-2012" ; +label variable ER57986 "ACCURACY HEAD WEEKS LAID OFF-2012" ; +label variable ER57987 "HEAD UNEMPLOYMENT WEEKS-2012" ; +label variable ER57988 "ACCURACY HEAD UNEMPLOYMENT WEEKS-2012" ; +label variable ER57989 "HEAD WEEKS OUT OF LABOR FORCE-2012" ; +label variable ER57990 "ACC HEAD WEEKS OUT OF LABOR FORCE-2012" ; +label variable ER57991 "WIFE WORK WEEKS-2012" ; +label variable ER57992 "ACCURACY WIFE WORK WEEKS-2012" ; +label variable ER57993 "WIFE WEEKLY WORK HOURS-2012" ; +label variable ER57994 "ACCURACY WIFE WEEKLY WORK HOURS-2012" ; +label variable ER57995 "WF OVERTIME WORK HOURS-2012" ; +label variable ER57996 "ACCURACY WF OVERTIME WORK HOURS-2012" ; +label variable ER57997 "WIFE TOTAL HOURS OF WORK-2012" ; +label variable ER57998 "WF WEEKS MISSED FOR ILLNESS OF OTRS-2012" ; +label variable ER57999 "ACC WF WKS MISSED ILLNESS OF OTRS-2012" ; +label variable ER58000 "WF WEEKS MISSED FOR OWN ILLNESS-2012" ; +label variable ER58001 "ACC WF WKS MISSED FOR OWN ILLNESS-2012" ; +label variable ER58002 "WIFE WEEKS OFF FOR VACATION-2012" ; +label variable ER58003 "ACC WIFE WEEKS OFF FOR VACATION-2012" ; +label variable ER58004 "WIFE STRIKE WEEKS-2012" ; +label variable ER58005 "ACCURACY WIFE STRIKE WEEKS-2012" ; +label variable ER58006 "WIFE WEEKS LAID OFF-2012" ; +label variable ER58007 "ACCURACY WIFE WEEKS LAID OFF-2012" ; +label variable ER58008 "WIFE UNEMPLOYMENT WEEKS-2012" ; +label variable ER58009 "ACCURACY WIFE UNEMPLOYMENT WEEKS-2012" ; +label variable ER58010 "WIFE WEEKS OUT OF LABOR FORCE-2012" ; +label variable ER58011 "ACC WIFE WEEKS OUT OF LABOR FORCE-2012" ; +label variable ER58012 "TOTAL BUSINESS INCOME-2012" ; +label variable ER58013 "ACC BUSINESS INCOME-2012" ; +label variable ER58014 "NUMBER OF BUSINESSES OWNED BY FU IN 2012" ; +label variable ER58015 "FARM INCOME OF HEAD-2012" ; +label variable ER58016 "ACC FARM INCOME OF HEAD-2012" ; +label variable ER58017 "HD LABOR INCOME FROM BUSINESS-2012" ; +label variable ER58018 "HD ASSET INCOME FROM BUSINESS-2012" ; +label variable ER58019 "NUMBER OF BUSINESSES OWNED BY HEAD" ; +label variable ER58020 "WAGES AND SALARIES OF HEAD-2012" ; +label variable ER58021 "ACC WAGES AND SALARIES OF HEAD-2012" ; +label variable ER58022 "BONUS INCOME OF HEAD-2012" ; +label variable ER58023 "ACC BONUS INCOME OF HEAD-2012" ; +label variable ER58024 "OVERTIME INCOME OF HEAD-2012" ; +label variable ER58025 "ACC OVERTIME INCOME OF HEAD-2012" ; +label variable ER58026 "TIPS OF HEAD-2012" ; +label variable ER58027 "ACC TIPS OF HEAD-2012" ; +label variable ER58028 "COMMISSION INCOME OF HEAD-2012" ; +label variable ER58029 "ACC COMMISSION INCOME OF HEAD-2012" ; +label variable ER58030 "PROFESSIONAL PRACTICE OF HEAD-2012" ; +label variable ER58031 "ACC PROFESSIONL PRACTICE OF HD-2012" ; +label variable ER58032 "MARKET GARDENING INCOME OF HD-2012" ; +label variable ER58033 "ACC MARKET GARDENING INCOME OF HEAD" ; +label variable ER58034 "HEAD ADDITIONAL JOB INCOME-2012" ; +label variable ER58035 "ACC OF HEAD ADDITIONAL JOB INCOME" ; +label variable ER58036 "MISC LABOR INCOME OF HEAD-2012" ; +label variable ER58037 "ACC MISC LABOR INCOME OF HEAD-2012" ; +label variable ER58038 "LABOR INCOME OF HEAD-2012" ; +label variable ER58039 "HEAD RENT INCOME-2012" ; +label variable ER58040 "ACCURACY OF HEAD RENT INCOME-2012" ; +label variable ER58041 "HEAD DIVIDENDS-2012" ; +label variable ER58042 "ACCURACY OF HEAD DIVIDENDS-2012" ; +label variable ER58043 "HEAD INTEREST INCOME-2012" ; +label variable ER58044 "ACCURACY OF HEAD INTEREST INCOME-2012" ; +label variable ER58045 "HEAD INCOME FROM TRUSTS/ROYALTIES-2012" ; +label variable ER58046 "ACCURACY OF HD INCOME FROM TRUSTS-2012" ; +label variable ER58047 "WF LABOR INCOME FROM BUSINESS-2012" ; +label variable ER58048 "WF ASSET INCOME FROM BUSINESS-2012" ; +label variable ER58049 "NUMBER OF BUSINESSES OWNED BY WIFE" ; +label variable ER58050 "LABOR INCOME OF WIFE-2012" ; +label variable ER58051 "ACC LABOR INCOME OF WIFE-2012" ; +label variable ER58052 "WIFE RENT INCOME-2012" ; +label variable ER58053 "ACCURACY OF WIFE RENT INCOME-2012" ; +label variable ER58054 "WIFE DIVIDENDS-2012" ; +label variable ER58055 "ACCURACY OF WIFE DIVIDENDS-2012" ; +label variable ER58056 "WIFE INTEREST INCOME-2012" ; +label variable ER58057 "ACCURACY OF WIFE INTEREST INCOME-2012" ; +label variable ER58058 "WIFE INCOME FROM TRUSTS/ROYALTIES-2012" ; +label variable ER58059 "ACCURACY OF WF INCOME FROM TRUSTS-2012" ; +label variable ER58060 "HEAD AND WIFE TAXABLE INCOME-2012" ; +label variable ER58061 "HEAD INCOME FROM TANF, ETC.-2012" ; +label variable ER58062 "ACCURACY OF HEAD INCOME FROM TANF-2012" ; +label variable ER58063 "HEAD SSI-2012" ; +label variable ER58064 "ACCURACY OF HEAD SSI-2012" ; +label variable ER58065 "HEAD OTHER WELFARE-2012" ; +label variable ER58066 "ACCURACY OF HEAD OTHER WELFARE-2012" ; +label variable ER58067 "HEAD VA PENSION-2012" ; +label variable ER58068 "ACCURACY OF HEAD VA PENSION-2012" ; +label variable ER58069 "HEAD RETIREMENT/PENSIONS-2012" ; +label variable ER58070 "ACCURACY OF HEAD RETIREMENT-2012" ; +label variable ER58071 "HEAD ANNUITIES-2012" ; +label variable ER58072 "ACCURACY OF HEAD ANNUITIES-2012" ; +label variable ER58073 "HEAD IRAS-2012" ; +label variable ER58074 "ACCURACY OF HEAD IRAS-2012" ; +label variable ER58075 "HEAD OTHER RETIREMENT-2012" ; +label variable ER58076 "ACCURACY OF HEAD OTHER RETIREMENT-2012" ; +label variable ER58077 "HEAD UNEMPLOYMENT COMPENSATION-2012" ; +label variable ER58078 "ACCURACY OF HEAD UNEMPLOYMENT COMP-2012" ; +label variable ER58079 "HEAD WORKERS COMPENSATION-2012" ; +label variable ER58080 "ACCURACY OF HEAD WORKERS COMP-2012" ; +label variable ER58081 "CHILD SUPPORT RECEIVED BY HEAD-2012" ; +label variable ER58082 "ACCURACY OF HEAD CHILD SUPPORT-2012" ; +label variable ER58083 "HEAD INCOME FROM ALIMONY-2012" ; +label variable ER58084 "ACCURACY OF HEAD ALIMONY-2012" ; +label variable ER58085 "HEAD HELP FROM RELATIVES-2012" ; +label variable ER58086 "ACCURACY OF HEAD HELP FROM RELS-2012" ; +label variable ER58087 "HEAD HELP FROM OTHERS-2012" ; +label variable ER58088 "ACCURACY OF HEAD HELP FROM OTHERS-2012" ; +label variable ER58089 "HEAD MISCELLANEOUS TRANSFERS-2012" ; +label variable ER58090 "ACCURACY OF HD MISC TRANSFERS-2012" ; +label variable ER58091 "WIFE INCOME FROM TANF, ETC.-2012" ; +label variable ER58092 "ACCURACY OF WIFE INCOME FROM TANF-2012" ; +label variable ER58093 "WIFE SSI-2012" ; +label variable ER58094 "ACCURACY OF WIFE SSI-2012" ; +label variable ER58095 "WIFE OTHER WELFARE-2012" ; +label variable ER58096 "ACCURACY OF WIFE OTHER WELFARE-2012" ; +label variable ER58097 "WIFE RETIREMENT/PENSIONS-2012" ; +label variable ER58098 "ACCURACY OF WIFE RETIREMENT-2012" ; +label variable ER58099 "WIFE ANNUITIES-2012" ; +label variable ER58100 "ACCURACY OF WIFE ANNUITIES-2012" ; +label variable ER58101 "WIFE IRAS-2012" ; +label variable ER58102 "ACCURACY OF WIFE IRAS-2012" ; +label variable ER58103 "WIFE OTHER RETIREMENT-2012" ; +label variable ER58104 "ACCURACY OF WIFE OTHER RETIREMENT-2012" ; +label variable ER58105 "WIFE UNEMPLOYMENT COMPENSATION-2012" ; +label variable ER58106 "ACCURACY OF WIFE UNEMPLOYMENT COMP-2012" ; +label variable ER58107 "WIFE WORKERS COMPENSATION-2012" ; +label variable ER58108 "ACCURACY OF WIFE WORKERS COMP-2012" ; +label variable ER58109 "CHILD SUPPORT RECEIVED BY WIFE-2012" ; +label variable ER58110 "ACCURACY OF WIFE CHILD SUPPORT-2012" ; +label variable ER58111 "WIFE HELP FROM RELATIVES-2012" ; +label variable ER58112 "ACCURACY OF WIFE HELP FROM RELS-2012" ; +label variable ER58113 "WIFE HELP FROM OTHERS-2012" ; +label variable ER58114 "ACCURACY OF WIFE HELP FROM OTHERS-2012" ; +label variable ER58115 "WIFE MISCELLANEOUS TRANSFERS-2012" ; +label variable ER58116 "ACCURACY OF WF MISC TRANSFERS-2012" ; +label variable ER58117 "HEAD AND WIFE TRANSFER INCOME-2012" ; +label variable ER58118 "HEAD WAGE RATE-2012" ; +label variable ER58119 "WIFE WAGE RATE-2012" ; +label variable ER58120 "TOTAL LABOR INCOME OF OTR FU MEMBRS-2012" ; +label variable ER58121 "ACCURACY OF OTR FU MEMBR LABOR Y-2012" ; +label variable ER58122 "TOTAL ASSET INCOME OF OTR FU MEMBRS-2012" ; +label variable ER58123 "ACCURACY OF OTR FU MEMBR ASSET Y-2012" ; +label variable ER58124 "TAXABLE INCOME OF OTHER FU MEMBERS-2012" ; +label variable ER58125 "OTR FU MEMBR INCOME FROM TANF, ETC.-2012" ; +label variable ER58126 "ACCURACY OF OFUM INCOME FROM TANF-2012" ; +label variable ER58127 "OTR FU MEMBERS SSI-2012" ; +label variable ER58128 "ACCURACY OF OTR FU MEMBERS SSI-2012" ; +label variable ER58129 "OTR FU MEMBERS OTHER WELFARE-2012" ; +label variable ER58130 "ACCURACY OF OFUM OTHER WELFARE-2012" ; +label variable ER58131 "OTHER FU MEMBERS VA PENSION-2012" ; +label variable ER58132 "ACCURACY OF OTR FU MEMBR VA PENSION-2012" ; +label variable ER58133 "OTHER FU MEMBR RETIREMENT/ANNUITIES-2012" ; +label variable ER58134 "ACCURACY OF OFUM RETIREMENT-2012" ; +label variable ER58135 "OFUM UNEMPLOYMENT COMPENSATION-2012" ; +label variable ER58136 "ACCURACY OF OFUM UNEMPLOYMENT COMP-2012" ; +label variable ER58137 "OTR FU MEMBERS WORKERS COMPENSATION-2012" ; +label variable ER58138 "ACCURACY OF OFUM WORKERS COMP-2012" ; +label variable ER58139 "OFUM INCOME FROM CHILD SUPPORT-2012" ; +label variable ER58140 "ACCURACY OF OFUM CHILD SUPPORT-2012" ; +label variable ER58141 "OTR FU MEMBERS HELP FROM RELATIVES-2012" ; +label variable ER58142 "ACCURACY OF OFUM HELP FROM RELS-2012" ; +label variable ER58143 "OFUM MISCELLANEOUS TRANSFERS-2012" ; +label variable ER58144 "ACCURACY OF OFUM MISC TRANSFERS-2012" ; +label variable ER58145 "TOTAL TRANSFER INCOME OF OFUMS-2012" ; +label variable ER58146 "HEAD SOCIAL SECURITY INCOME-2012" ; +label variable ER58147 "ACCURACY OF HEAD SOCIAL SECURITY-2012" ; +label variable ER58148 "WIFE SOCIAL SECURITY INCOME-2012" ; +label variable ER58149 "ACCURACY OF WIFE SOCIAL SECURITY-2012" ; +label variable ER58150 "OFUM SOCIAL SECURITY INCOME-2012" ; +label variable ER58151 "ACCURACY OF OFUM SOCIAL SECURITY-2012" ; +label variable ER58152 "TOTAL FAMILY INCOME-2012" ; +label variable ER58153 "IMP WTR FARM/BUS (W10) 2013" ; +label variable ER58154 "ACC WTR FARM/BUS (W10) 2013" ; +label variable ER58155 "IMP VALUE FARM/BUS ASSET (W11A) 2013" ; +label variable ER58156 "ACC VALUE FARM/BUS ASSET (W11A) 2013" ; +label variable ER58157 "IMP VALUE FARM/BUS DEBT (W11B) 2013" ; +label variable ER58158 "ACC VALUE FARM/BUS DEBT (W11B) 2013" ; +label variable ER58159 "IMP WTR CHECKING/SAVING (W27) 2013" ; +label variable ER58160 "ACC WTR CHECKING/SAVING (W27) 2013" ; +label variable ER58161 "IMP VAL CHECKING/SAVING (W28) 2013" ; +label variable ER58162 "ACC VAL CHECKING/SAVING (W28) 2013" ; +label variable ER58163 "IMP WTR OTH REAL ESTATE (W1) 2013" ; +label variable ER58164 "ACC WTR OTH REAL ESTATE (W1) 2013" ; +label variable ER58165 "IMP VAL OTH REAL ESTATE ASSET (W2A) 2013" ; +label variable ER58166 "ACC VAL OTH REAL ESTATE ASSET (W2A) 2013" ; +label variable ER58167 "IMP VAL OTH REAL ESTATE DEBT (W2B) 2013" ; +label variable ER58168 "ACC VAL OTH REAL ESTATE DEBT (W2B) 2013" ; +label variable ER58169 "IMP WTR STOCKS (W15) 2013" ; +label variable ER58170 "ACC WTR STOCKS (W15) 2013" ; +label variable ER58171 "IMP VALUE STOCKS (W16) 2013" ; +label variable ER58172 "ACC VALUE STOCKS (W16) 2013" ; +label variable ER58173 "IMP VALUE VEHICLES (W6) 2013" ; +label variable ER58174 "ACC VALUE VEHICLES (W6) 2013" ; +label variable ER58175 "IMP WTR OTH ASSETS (W33) 2013" ; +label variable ER58176 "ACC WTR OTH ASSETS (W33) 2013" ; +label variable ER58177 "IMP VALUE OTH ASSETS (W34) 2013" ; +label variable ER58178 "ACC VALUE OTH ASSETS (W34) 2013" ; +label variable ER58179 "IMP WTR ANNUITY/IRA (W21) 2013" ; +label variable ER58180 "ACC WTR ANNUITY/IRA (W21) 2013" ; +label variable ER58181 "IMP VALUE ANNUITY/IRA (W22) 2013" ; +label variable ER58182 "ACC VALUE ANNUITY/IRA (W22) 2013" ; +label variable ER58183 "IMP WTR CREDIT CARD DEBT (W38A) 2013" ; +label variable ER58184 "ACC WTR CREDIT CARD DEBT (W38A) 2013" ; +label variable ER58185 "IMP VAL CREDIT CARD DEBT (W39A) 2013" ; +label variable ER58186 "ACC VAL CREDIT CARD DEBT (W39A) 2013" ; +label variable ER58187 "IMP WTR STUDENT LOAN DEBT (W38B1) 2013" ; +label variable ER58188 "ACC WTR STUDENT LOAN DEBT (W38B1) 2013" ; +label variable ER58189 "IMP VAL STUDENT LOAN DEBT (W39B1) 2013" ; +label variable ER58190 "ACC VAL STUDENT LOAN DEBT (W39B1) 2013" ; +label variable ER58191 "IMP WTR MEDICAL DEBT (W38B2) 2013" ; +label variable ER58192 "ACC WTR MEDICAL DEBT (W38B2) 2013" ; +label variable ER58193 "IMP VAL MEDICAL DEBT (W39B2) 2013" ; +label variable ER58194 "ACC VAL MEDICAL DEBT (W39B2) 2013" ; +label variable ER58195 "IMP WTR LEGAL DEBT (W38B3) 2013" ; +label variable ER58196 "ACC WTR LEGAL DEBT (W38B3) 2013" ; +label variable ER58197 "IMP VAL LEGAL DEBT (W39B3) 2013" ; +label variable ER58198 "ACC VAL LEGAL DEBT (W39B3) 2013" ; +label variable ER58199 "IMP WTR FAMILY LOAN DEBT (W38B4) 2013" ; +label variable ER58200 "ACC WTR FAMILY LOAN DEBT (W38B4) 2013" ; +label variable ER58201 "IMP VAL FAMILY LOAN DEBT (W39B4) 2013" ; +label variable ER58202 "ACC VAL FAMILY LOAN DEBT (W39B4) 2013" ; +label variable ER58203 "IMP WTR OTHER DEBT (W38B7) 2013" ; +label variable ER58204 "ACC WTR OTHER DEBT (W38B7) 2013" ; +label variable ER58205 "IMP VAL OTHER DEBT (W38B7) 2013" ; +label variable ER58206 "ACC VAL OTHER DEBT (W38B7) 2013" ; +label variable ER58207 "IMP VALUE HOME EQUITY 2013" ; +label variable ER58208 "ACC VALUE HOME EQUITY 2013" ; +label variable ER58209 "IMP WEALTH W/O EQUITY (WEALTH1) 2013" ; +label variable ER58210 "ACC WEALTH W/O EQUITY (WEALTH1) 2013" ; +label variable ER58211 "IMP WEALTH W/ EQUITY (WEALTH2) 2013" ; +label variable ER58212 "ACC WEALTH W/ EQUITY (WEALTH2) 2013" ; +label variable ER58212A1 "FOOD EXPENDITURE 2013" ; +label variable ER58212A2 "FOOD AT HOME EXPENDITURE 2013" ; +label variable ER58212A3 "FOOD AWAY FROM HOME EXPENDITURE 2013" ; +label variable ER58212A4 "FOOD DELIVERED EXPENDITURE 2013" ; +label variable ER58212A5 "HOUSING EXPENDITURE 2013" ; +label variable ER58212A6 "MORTGAGE EXPENDITURE 2013" ; +label variable ER58212A7 "RENT EXPENDITURE 2013" ; +label variable ER58212A8 "PROPERTY TAX EXPENDITURE 2013" ; +label variable ER58212A9 "HOME INSURANCE EXPENDITURE 2013" ; +label variable ER58212B1 "UTILITY EXPENDITURE 2013" ; +label variable ER58212B2 "GAS FOR HOME EXPENDITURE 2013" ; +label variable ER58212B3 "ELECTRICITY EXPENDITURE 2013" ; +label variable ER58212B4 "WATER/SEWER EXPENDITURE 2013" ; +label variable ER58212B5 "OTHER UTILITY EXPENDITURE 2013" ; +label variable ER58212B6 "TELEPHONE/INTERNET EXPENDITURE 2013" ; +label variable ER58212B7 "TRANSPORTATION EXPENDITURE 2013" ; +label variable ER58212B8 "VEHICLE LOAN PAYMENT EXPENDITURE 2013" ; +label variable ER58212B9 "VEHICLE DOWN PAYMENT EXPENDITURE 2013" ; +label variable ER58212C1 "VEHICLE LEASE PAYMENT EXPENDITURE 2013" ; +label variable ER58212C2 "AUTO INSURANCE EXPENDITURE 2013" ; +label variable ER58212C3 "ADDITIONAL VEHICLE EXPENDITURE 2013" ; +label variable ER58212C4 "VEHICLE REPAIR EXPENDITURE 2013" ; +label variable ER58212C5 "GASOLINE EXPENDITURE 2013" ; +label variable ER58212C6 "PARKING EXPENDITURE 2013" ; +label variable ER58212C7 "BUS/TRAIN EXPENDITURE 2013" ; +label variable ER58212C8 "TAXICAB EXPENDITURE 2013" ; +label variable ER58212C9 "OTHER TRANSPORTATION EXPENDITURE 2013" ; +label variable ER58212D1 "EDUCATION EXPENDITURE 2012" ; +label variable ER58212D2 "CHILDCARE EXPENDITURE 2012" ; +label variable ER58212D3 "HEALTH CARE EXPENDITURE 2013" ; +label variable ER58212D4 "HOSPITAL/NURSING HOME EXPENDITURE 2012" ; +label variable ER58212D5 "DOCTOR EXPENDITURE 2012" ; +label variable ER58212D6 "PRESCRIPTIONS/OTHER EXPENDITURE 2012" ; +label variable ER58212D7 "HEALTH INSURANCE EXPENDITURE 2013" ; +label variable ER58212D8 "HOUSEHOLD REPAIRS EXPENDITURE 2012" ; +label variable ER58212D9 "HOUSEHOLD FURNISHING EXPENDITURE 2012" ; +label variable ER58212E1 "CLOTHING EXPENDITURE 2012" ; +label variable ER58212E2 "TRIPS EXPENDITURE 2012" ; +label variable ER58212E3 "OTHER RECREATION EXPENDITURE 2012" ; +label variable ER58213 "CENSUS NEEDS STANDARD-2012" ; +label variable ER58214 "CENSUS NEEDS STANDARD-2011" ; +label variable ER58215 "CURRENT REGION" ; +label variable ER58216 "RURAL-URBAN CODE (BEALE-COLLAPSED)" ; +label variable ER58217 "BEALE RURAL-URBAN CODE" ; +label variable ER58218 "SIZE LARGEST CITY IN COUNTY" ; +label variable ER58219 "REGION HD GREW UP" ; +label variable ER58220 "HD GEOGRAPHIC MOBILITY" ; +label variable ER58221 "REGION WF GREW UP" ; +label variable ER58222 "WF GEOGRAPHIC MOBILITY" ; +label variable ER58223 "COMPLETED ED-HD" ; +label variable ER58224 "COMPLETED ED-WF" ; +label variable ER58225 "MARITAL STATUS-GENERATED" ; +label variable ER58226 "CHANGE IN MARITAL STATUS" ; +label variable ER58227 "COUPLE STATUS OF HEAD" ; +label variable ER58228 "YEAR NEW HEAD IN FU" ; +label variable ER58229 "YEAR NEW WIFE IN FU" ; +label variable ER58230 "HEAD-SPOUSE SAMPLE STATUS" ; +label variable ER58231 "NUMBER OF SPLITOFFS FROM MAIN FAM" ; +label variable ER58232 "MAIN FAMILY ID FOR SPLITOFF" ; +label variable ER58233 "CURRENT YR ID OF 1ST OTHER FU IN HU" ; +label variable ER58234 "REL OF 1ST OTHER FU" ; +label variable ER58235 "SIZE OF 1ST OTHER FU" ; +label variable ER58236 "CURRENT YR ID OF 2ND OTHER FU IN HU" ; +label variable ER58237 "REL OF 2ND OTHER FU" ; +label variable ER58238 "SIZE OF 2ND OTHER FU" ; +label variable ER58239 "CURRENT YR ID OF 3RD OTHER FU IN HU" ; +label variable ER58240 "REL OF 3RD OTHER FU" ; +label variable ER58241 "SIZE OF 3RD OTHER FU" ; +label variable ER58242 "CURRENT YR ID OF 4TH OTHER FU IN HU" ; +label variable ER58243 "REL OF 4TH OTHER FU" ; +label variable ER58244 "SIZE OF 4TH OTHER FU" ; +label variable ER58245 "HOUSEHOLD ID #" ; +label variable ER58246 "BIRTHS TO HEAD ONLY-2012" ; +label variable ER58247 "BIRTHS TO WIFE ONLY-2012" ; +label variable ER58248 "BIRTHS TO HEAD AND WIFE-2012" ; +label variable ER58249 "BIRTHS TO OFUMS ONLY-2012" ; +label variable ER58250 "BIRTHS TO HEAD ONLY-2011" ; +label variable ER58251 "BIRTHS TO WIFE ONLY-2011" ; +label variable ER58252 "BIRTHS TO HEAD AND WIFE-2011" ; +label variable ER58253 "BIRTHS TO OFUMS ONLY-2011" ; +label variable ER58254 "WTR NEWBORN REPORTED IN 2013" ; +label variable ER58255 "WTR CHILDHOOD EXPERIENCES SUPP REC-2014" ; +label variable ER58256 "WTR RECORD IN DUST SUPPLEMENT - 2013" ; +label variable ER58257 "2013 CORE/IMMIGRANT FAM WEIGHT NUMBER 1" ; diff --git a/42/replication_package/data_replication/psid/raw_data/FAM2013ER.txt b/42/replication_package/data_replication/psid/raw_data/FAM2013ER.txt new file mode 100644 index 0000000000000000000000000000000000000000..afb105abc5fe5dbc13aac0429ad96accf19d5f67 --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/FAM2013ER.txt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e128c1dddc9f43ce29bb40b4a752d77c00b4d6629e51cf8fe35b8f3167db100e +size 80452251 diff --git a/42/replication_package/data_replication/psid/raw_data/FAM2015ER.do b/42/replication_package/data_replication/psid/raw_data/FAM2015ER.do new file mode 100644 index 0000000000000000000000000000000000000000..de9b4b1187d8c9f6c155501014e446fb023135a1 --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/FAM2015ER.do @@ -0,0 +1,7337 @@ + +#delimit ; + +************************************************************************** + Label : Panel Study of Income Dynamics: 2015 Family File + Rows : 9048 + Columns : 5492 + ASCII File Date : April 12, 2017 +*************************************************************************; + + 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ER65469 9197 - 9201 + ER65470 9202 - 9202 ER65471 9203 - 9204 ER65472 9205 - 9209 + ER65473 9210 - 9210 ER65474 9211 - 9212 ER65475 9213 - 9217 + ER65476 9218 - 9218 ER65477 9219 - 9220 ER65478 9221 - 9225 + ER65479 9226 - 9226 ER65480 9227 - 9228 ER65481 9229 - 9233 + ER65482 9234 - 9234 ER65483 9235 - 9235 ER65484 9236 - 9236 + ER65485 9237 - 9237 ER65486 9238 - 9238 ER65487 9239 - 9239 + ER65488 9240 - 9240 ER65489 9241 - 9241 ER65490 9242 - 9242 + ER65491 9243 - 9243 ER65492 9244 - 9250 +using FAM2015ER.txt, clear +; +label variable ER60001 "RELEASE NUMBER" ; +label variable ER60002 "2015 FAMILY INTERVIEW (ID) NUMBER" ; +label variable ER60003 "PSID STATE OF RESIDENCE CODE" ; +label variable ER60004 "CURRENT STATE" ; +label variable ER60005 "SPLITOFF INDICATOR" ; +label variable ER60006 "MODE OF INTERVIEW" ; +label variable ER60007 "FAMILY COMPOSITION CHANGE" ; +label variable ER60008 "TYPE INSTITUTION" ; +label variable ER60009 "1968 FAMILY IDENTIFIER" ; +label variable ER60010 "WTR REINSTATED DROPPED FAMILY" ; +label variable ER60011 "INTERVIEWER ID" ; +label variable ER60012 "MONTH CURRENT IW" ; +label variable ER60013 "DAY CURRENT IW" ; +label variable ER60014 "YEAR CURRENT IW" ; +label variable ER60015 "LENGTH OF IW IN MINUTES" ; +label variable ER60016 "# IN FU" ; +label variable ER60017 "AGE OF HEAD" ; +label variable ER60018 "SEX OF HEAD" ; +label variable ER60019 "AGE OF SPOUSE" ; +label variable ER60020 "SEX OF SPOUSE" ; +label variable ER60021 "# CHILDREN IN FU" ; +label variable ER60022 "AGE YOUNGEST CHILD" ; +label variable ER60023 "# NONFU SHARING HU" ; +label variable ER60024 "HEAD MARITAL STATUS" ; +label variable ER60025 "A3 LIFE SATISFACTION" ; +label variable ER60026 "A4 TYPE DU" ; +label variable ER60027 "A6A WTR SENIOR HOUSING" ; +label variable ER60028 "A7A WTR SENIOR SERVICES" ; +label variable ER60029 "A8 ACTUAL # ROOMS" ; +label variable ER60030 "A19 OWN/RENT OR WHAT" ; +label variable ER60031 "A20 HOUSE VALUE" ; +label variable ER60032 "ACCURACY OF HOUSE VALUE" ; +label variable ER60033 "A20A WTR HOUSE WORTH 100,000+" ; +label variable ER60034 "A20B WTR HOUSE WORTH 200,000+" ; +label variable ER60035 "A20C WTR HOUSE WORTH 400,000+" ; +label variable ER60036 "A20D WTR HOUSE WORTH 75,000+" ; +label variable ER60037 "A20E WTR HOUSE WORTH 25,000+" ; +label variable ER60038 "A20F WTR RENTS LOT" ; +label variable ER60039 "A20G DOLLARS LOT RENT" ; +label variable ER60040 "A20G DOLLARS PER WHAT" ; +label variable ER60041 "ACCURACY OF LOT RENT" ; +label variable ER60042 "A20H WTR LOT RENT INCUDES WATER/SEWER" ; +label variable ER60043 "A21 ANNUAL PROPERTY TAX" ; +label variable ER60044 "ACCURACY OF ANNUAL PROPERTY TAX" ; +label variable ER60045 "A22 ANNUAL OWNR INSURANC" ; +label variable ER60046 "A23 HAVE MORTGAGE?" ; +label variable ER60047 "A23A TYPE MORTGAGE MOR 1" ; +label variable ER60048 "A23B WTR ORIGINAL LOAN/REFINANCED #1" ; +label variable ER60049 "A24 REM PRINCIPAL MOR 1" ; +label variable ER60050 "ACCURACY OF REMAINING MORTGAGE PRIN #1" ; +label variable ER60051 "A25 MNTHLY PMTS MOR 1" ; +label variable ER60052 "ACCURACY OF MONTHLY PYMNTS ON MTGE #1" ; +label variable ER60053 "A25A1 MTG INCL PROP TAXES #1" ; +label variable ER60054 "A25A2 MTG INCL INS PREM #1" ; +label variable ER60055 "A25A3 WTR CURR INT RATE FIXED/VARBLE #1" ; +label variable ER60056 "A25A4 CURR INTEREST RATE WHOLE PRCNT #1" ; +label variable ER60057 "A25A4 CURR INT RATE DECIMAL FRACTION #1" ; +label variable ER60058 "A26 YEAR OBTAINED LOAN #1" ; +label variable ER60059 "A27 YRS TO PAY MOR # 1" ; +label variable ER60060 "A27A WTR BEHIND ON MTGE # 1" ; +label variable ER60061 "A27B MONTHS BEHIND ON MTGE # 1" ; +label variable ER60062 "A27C WTR FORECLOSURE ON MTGE # 1" ; +label variable ER60063 "A27D MONTH FORECLOSURE ON MTGE # 1" ; +label variable ER60064 "A27E YEAR FORECLOSURE ON MTGE # 1" ; +label variable ER60065 "A27F WTR RESTRUCTURED MTGE # 1" ; +label variable ER60066 "A27G LIKELY TO FALL BEHIND ON MTGE #1" ; +label variable ER60067 "A28 2ND MORTGAGE" ; +label variable ER60068 "A23A TYPE MORTGAGE MOR 2" ; +label variable ER60069 "A23B WTR ORIGINAL LOAN/REFINANCED #2" ; +label variable ER60070 "A24 REM PRINCIPAL MOR 2" ; +label variable ER60071 "ACCURACY OF REMAINING MORTGAGE PRIN #2" ; +label variable ER60072 "A25 MNTHLY PMTS MOR 2" ; +label variable ER60073 "ACCURACY OF MONTHLY PYMNTS ON MTGE #2" ; +label variable ER60074 "A25A1 MTG INCL PROP TAXES #2" ; +label variable ER60075 "A25A2 MTG INCL INS PREM #2" ; +label variable ER60076 "A25A3 WTR CURR INT RATE FIXED/VARBLE #2" ; +label variable ER60077 "A25A4 CURR INTEREST RATE WHOLE PRCNT #2" ; +label variable ER60078 "A25A4 CURR INT RATE DECIMAL FRACTION #2" ; +label variable ER60079 "A26 YEAR OBTAINED LOAN #2" ; +label variable ER60080 "A27 YRS TO PAY MOR # 2" ; +label variable ER60081 "A27A WTR BEHIND ON MTGE # 2" ; +label variable ER60082 "A27B MONTHS BEHIND ON MTGE # 2" ; +label variable ER60083 "A27C WTR FORECLOSURE ON MTGE # 2" ; +label variable ER60084 "A27D MONTH FORECLOSURE ON MTGE # 2" ; +label variable ER60085 "A27E YEAR FORECLOSURE ON MTGE # 2" ; +label variable ER60086 "A27F WTR RESTRUCTURED MTGE # 2" ; +label variable ER60087 "A27G LIKELY TO FALL BEHIND ON MTGE # 2" ; +label variable ER60088 "A31 DOLLARS RENT" ; +label variable ER60089 "A31 DOLLARS PER WHAT" ; +label variable ER60090 "ACCURACY OF RENT" ; +label variable ER60091 "A31A WTR WATER/SEWER INCLUDED IN RENT" ; +label variable ER60092 "A31B FURNISHED APT/HOUSE" ; +label variable ER60093 "A31C RENT INCL HEAT" ; +label variable ER60094 "A32 IN PUBLIC OWND PROJ?" ; +label variable ER60095 "A33 GOVT PAY PART RENT?" ; +label variable ER60096 "A35 DOLLARS RENT IF RENT" ; +label variable ER60097 "A35 DOLLARS PER WHAT" ; +label variable ER60098 "ACCURACY OF VALUE IF RENTED" ; +label variable ER60099 "A36 IN PUBLIC OWND PROJ?" ; +label variable ER60100 "A37 GOVT PAY ALL RENT?" ; +label variable ER60101 "A37A WTR FORCLOSURE BEG OTR HOME # 1" ; +label variable ER60102 "A37B MONTH FORCLOSURE OTR HOME # 1" ; +label variable ER60103 "A37C YEAR FORCLOSURE OTR HOME # 1" ; +label variable ER60104 "A37D WTR FORECLOSURED OTR HOME # 1" ; +label variable ER60105 "A37E WTR LOST OTR HOME FORECLOSURE # 1" ; +label variable ER60106 "A37F WTR MAIN RESIDENCE OTR HOME # 1" ; +label variable ER60107 "A37G AMT STILL OWED OTR HOME # 1" ; +label variable ER60108 "A37H WTR FORCLOSURE BEG OTR HOME # 2" ; +label variable ER60109 "A42 WTR GAS/ELEC COSTS ON ONE BILL" ; +label variable ER60110 "A42A FUEL EXPENSE" ; +label variable ER60111 "A42A FUEL EXPENSE PER" ; +label variable ER60112 "A42B ELECTRICITY EXPENSE" ; +label variable ER60113 "A42B ELECTRICITY PER" ; +label variable ER60114 "A42C COMBINED GAS/ELECT EXPENSE" ; +label variable ER60115 "A42C COMBINED GAS/ELECT EXPENSE PER" ; +label variable ER60116 "A43 WATER/SEWER EXPENSE" ; +label variable ER60117 "A43 WATER/SEWER EXPENSE PER" ; +label variable ER60118 "A44 TELEPHONE EXPENSE" ; +label variable ER60119 "A44 TELEPHONE EXPENSE PER" ; +label variable ER60120 "A45 WTR OTR UTILITY EXP" ; +label variable ER60121 "A45A GARBAGE EXPENSE" ; +label variable ER60122 "A45B TOTAL OTR UTILITIES" ; +label variable ER60123 "A45B OTR UTILITIES PER" ; +label variable ER60124 "A40 TYPE HEATING 1ST MENTION" ; +label variable ER60125 "A40 TYPE HEATING 2ND MENTION" ; +label variable ER60126 "A40 TYPE HEATING 3RD MENTION" ; +label variable ER60127 "A46 RECD GOVT HTG SUBSDY" ; +label variable ER60128 "A46A AMT GOVT HTG SUBSDY" ; +label variable ER60129 "A46A AMT GOVT HTG SUBSDY PER" ; +label variable ER60130 "A46A PERCENT GOVT HTG SUBSDY" ; +label variable ER60131 "A57A WTR COMPUTER DEVICE IN HOME-HD" ; +label variable ER60132 "A57B HOW OFTEN NET VIA CMPTR PAST MTH-HD" ; +label variable ER60133 "A57C WTR NET VIA COMPUTER PAST YEAR-HD" ; +label variable ER60134 "A57D WTR NET VIA CMPTR OUTSIDE HOME-HD" ; +label variable ER60135 "A57E WTR SMART PHONE-HD" ; +label variable ER60136 "A57F HOW OFTEN TEXTED PAST MTH-HD" ; +label variable ER60137 "A57G NET VIA SMART PHONE PAST MTH-HD" ; +label variable ER60138 "A57H NET VIA SMART PHONE PAST YEAR-HD" ; +label variable ER60139 "A57J WTR HAVE CELL PHONE-HD" ; +label variable ER60140 "A57K HOW OFTEN TEXTED PAST MTH-HD" ; +label variable ER60141 "A57L HOW OFTEN EMAIL PAST MTH-HD" ; +label variable ER60142 "A57M WTR USED EMAIL PAST YEAR-HD" ; +label variable ER60143 "A57A WTR COMPUTER DEVICE IN HOME-SP" ; +label variable ER60144 "A57B HOW OFTEN NET VIA CMPTR PAST MTH-SP" ; +label variable ER60145 "A57C WTR NET VIA COMPUTER PAST YEAR-SP" ; +label variable ER60146 "A57D WTR NET VIA CMPTR OUTSIDE HOME-SP" ; +label variable ER60147 "A57E WTR SMART PHONE-SP" ; +label variable ER60148 "A57F HOW OFTEN TEXTED PAST MTH-SP" ; +label variable ER60149 "A57G NET VIA SMART PHONE PAST MTH-SP" ; +label variable ER60150 "A57H NET VIA SMART PHONE PAST YEAR-SP" ; +label variable ER60151 "A57J WTR HAVE CELL PHONE-SP" ; +label variable ER60152 "A57K HOW OFTEN TEXTED PAST MTH-SP" ; +label variable ER60153 "A57L HOW OFTEN EMAIL PAST MTH-SP" ; +label variable ER60154 "A57M WTR USED EMAIL PAST YEAR-SP" ; +label variable ER60155 "A49 WTR MOVED SINCE JAN 1 OF PRIOR YEAR" ; +label variable ER60156 "A49 MONTH MOVED" ; +label variable ER60157 "A49 YEAR MOVED" ; +label variable ER60158 "A50 WHY MOVED 1ST MENTION" ; +label variable ER60159 "A50 WHY MOVED 2ND MENTION" ; +label variable ER60160 "A50 WHY MOVED 3RD MENTION" ; +label variable ER60161 "A51 WTR MIGHT MOVE" ; +label variable ER60162 "A52 LIKELIHOOD OF MOVING" ; +label variable ER60163 "BC1 EMPLOYMENT STATUS-1ST MENTION" ; +label variable ER60164 "BC1 EMPLOYMENT STATUS-2ND MENTION" ; +label variable ER60165 "BC1 EMPLOYMENT STATUS-3RD MENTION" ; +label variable ER60166 "BC2 YEAR RETIRED" ; +label variable ER60167 "BC3 WTR WORK FOR MONEY" ; +label variable ER60168 "BC3A WTR WORKD SINCE JAN 1 OF PRIOR YEAR" ; +label variable ER60169 "BC14A_B WEEKS EMPLOYED LAST YEAR" ; +label variable ER60170 "ACCURACY OF HEAD WKS EMPLOYED LAST YEAR" ; +label variable ER60171 "BC14BB AVERAGE HOURS WORKED LAST YEAR" ; +label variable ER60172 "ACCURACY OF HEAD HOURS WORKED LAST YEAR" ; +label variable ER60173 "BC14B3 WTR ADDITIONAL OT HOURS LAST YEAR" ; +label variable ER60174 "BC14B4 AVERAGE OVERTIME HOURS LAST YEAR" ; +label variable ER60175 "BC14B4 AVERAGE OVERTIME HOURS PER WHAT" ; +label variable ER60176 "ACCURACY OF HEAD OT HOURS WRKD LAST YR" ; +label variable ER60177 "BC16-17 MAIN JOB INDICATOR" ; +label variable ER60178 "BC6 BEGINNING MONTH--JOB 1" ; +label variable ER60179 "BC6 BEGINNING YEAR--JOB 1" ; +label variable ER60180 "BC6 ENDING MONTH--JOB 1" ; +label variable ER60181 "BC6 ENDING YEAR--JOB 1" ; +label variable ER60182 "BC6 WTR EMPLOYED--JOB 1 JAN" ; +label variable ER60183 "BC6 WTR EMPLOYED--JOB 1 FEB" ; +label variable ER60184 "BC6 WTR EMPLOYED--JOB 1 MAR" ; +label variable ER60185 "BC6 WTR EMPLOYED--JOB 1 APR" ; +label variable ER60186 "BC6 WTR EMPLOYED--JOB 1 MAY" ; +label variable ER60187 "BC6 WTR EMPLOYED--JOB 1 JUN" ; +label variable ER60188 "BC6 WTR EMPLOYED--JOB 1 JUL" ; +label variable ER60189 "BC6 WTR EMPLOYED--JOB 1 AUG" ; +label variable ER60190 "BC6 WTR EMPLOYED--JOB 1 SEP" ; +label variable ER60191 "BC6 WTR EMPLOYED--JOB 1 OCT" ; +label variable ER60192 "BC6 WTR EMPLOYED--JOB 1 NOV" ; +label variable ER60193 "BC6 WTR EMPLOYED--JOB 1 DEC" ; +label variable ER60194 "BC20 MAIN OCC FOR JOB 1: 2000 CODE (HD)" ; +label variable ER60195 "BC21 MAIN IND FOR JOB 1: 2000 CODE (HD)" ; +label variable ER60196 "BC21B AVERAGE COMMUTE TIME (HD)" ; +label variable ER60197 "BC22 WORK SELF/OTR?--JOB 1" ; +label variable ER60198 "BC23 CORP/UNCORP BUS--JOB 1" ; +label variable ER60199 "BC24 WORK FOR GOVT?--JOB 1" ; +label variable ER60200 "BC25A NUMBER EMPLOYED AT WORK LOCATION" ; +label variable ER60201 "BC25B WTR 200 OR MORE" ; +label variable ER60202 "BC25C WTR 100 OR MORE" ; +label variable ER60203 "BC25D WTR 50 OR MORE" ; +label variable ER60204 "BC25E WTR 500 OR MORE" ; +label variable ER60205 "BC25F WTR 1000 OR MORE" ; +label variable ER60206 "BC26 JOB NOW UNION? (HD-E)" ; +label variable ER60207 "BC27 BELONG UNION? (HD-E)" ; +label variable ER60208 "BC28A WTR JOB REQUIRES COMPUTER USE" ; +label variable ER60209 "BC29 SLRY/HRLY/OTR (HD-E)" ; +label variable ER60210 "BC30 SALARY AMOUNT" ; +label variable ER60211 "BC30 SALARY PER WHAT" ; +label variable ER60212 "BC31 WTR SAL PD OT (HD-E)" ; +label variable ER60213 "BC32 HOW PAID FOR OT" ; +label variable ER60214 "BC32A EXACT OT PAY IF SALARIED" ; +label variable ER60215 "BC32A EXACT OT PAY PER" ; +label variable ER60216 "BC33 HOURLY REGULAR RATE" ; +label variable ER60217 "BC34 OT DIFFERENTIAL 1ST" ; +label variable ER60218 "BC34 OT DIFFERENTIAL 2ND" ; +label variable ER60219 "BC34 OT DIFFERENTIAL 3RD" ; +label variable ER60220 "BC34A EXACT OT PAY IF HOURLY" ; +label variable ER60221 "BC34A EXACT OT PAY PER" ; +label variable ER60222 "BC36 AVG TIPS/COMM" ; +label variable ER60223 "BC36 TIPS/COMM PER WHAT" ; +label variable ER60224 "BC37 AVG TIPS/COMM" ; +label variable ER60225 "BC37 TIPS/COMM PER WHAT" ; +label variable ER60226 "BC38 HOW PAID-OTR (HD-E)" ; +label variable ER60227 "BC39 OT RATE" ; +label variable ER60228 "BC41 YRS PRES EMP (HD-E)" ; +label variable ER60229 "BC41 MOS PRES EMP (HD-E)" ; +label variable ER60230 "BC41 WKS PRES EMP (HD-E)" ; +label variable ER60231 "BC43 HOURS/WEEK WORKED--JOB 1" ; +label variable ER60232 "ACCURACY OF HR/WK WORKED--HD JOB 1" ; +label variable ER60233 "BC44 WTR WORKED OT--JOB 1" ; +label variable ER60234 "BC45 AMT OF OT WORKED--JOB 1" ; +label variable ER60235 "BC45 OT TIME UNIT--JOB 1" ; +label variable ER60236 "ACCURACY OF OT--HD JOB 1" ; +label variable ER60237 "BC46 AMOUNT EARNED LAST YEAR--JOB 1" ; +label variable ER60238 "BC46 PER FOR AMT EARNED LAST YR--JOB 1" ; +label variable ER60239 "BC51 WHY LAST JOB END (HD-U)" ; +label variable ER60240 "BC6 BEGINNING MONTH--JOB 2" ; +label variable ER60241 "BC6 BEGINNING YEAR--JOB 2" ; +label variable ER60242 "BC6 ENDING MONTH--JOB 2" ; +label variable ER60243 "BC6 ENDING YEAR--JOB 2" ; +label variable ER60244 "BC6 WTR EMPLOYED--JOB 2 JAN" ; +label variable ER60245 "BC6 WTR EMPLOYED--JOB 2 FEB" ; +label variable ER60246 "BC6 WTR EMPLOYED--JOB 2 MAR" ; +label variable ER60247 "BC6 WTR EMPLOYED--JOB 2 APR" ; +label variable ER60248 "BC6 WTR EMPLOYED--JOB 2 MAY" ; +label variable ER60249 "BC6 WTR EMPLOYED--JOB 2 JUN" ; +label variable ER60250 "BC6 WTR EMPLOYED--JOB 2 JUL" ; +label variable ER60251 "BC6 WTR EMPLOYED--JOB 2 AUG" ; +label variable ER60252 "BC6 WTR EMPLOYED--JOB 2 SEP" ; +label variable ER60253 "BC6 WTR EMPLOYED--JOB 2 OCT" ; +label variable ER60254 "BC6 WTR EMPLOYED--JOB 2 NOV" ; +label variable ER60255 "BC6 WTR EMPLOYED--JOB 2 DEC" ; +label variable ER60256 "BC20 MAIN OCC FOR JOB 2: 2000 CODE (HD)" ; +label variable ER60257 "BC21 MAIN IND FOR JOB 2: 2000 CODE (HD)" ; +label variable ER60258 "BC22 WORK SELF/OTR?--JOB 2" ; +label variable ER60259 "BC23 CORP/UNCORP BUS--JOB 2" ; +label variable ER60260 "BC24 WORK FOR GOVT?--JOB 2" ; +label variable ER60261 "BC43 HOURS/WEEK WORKED--JOB 2" ; +label variable ER60262 "ACCURACY OF HR/WK WORKED--HD JOB 2" ; +label variable ER60263 "BC44 WTR WORKED OT--JOB 2" ; +label variable ER60264 "BC45 AMT OF OT WORKED--JOB 2" ; +label variable ER60265 "BC45 OT TIME UNIT--JOB 2" ; +label variable ER60266 "ACCURACY OF OT--HD JOB 2" ; +label variable ER60267 "BC46 AMOUNT EARNED LAST YEAR--JOB 2" ; +label variable ER60268 "BC46 PER FOR AMT EARNED LAST YR--JOB 2" ; +label variable ER60269 "BC51 WHY JOB ENDED--JOB 2" ; +label variable ER60270 "BC6 BEGINNING MONTH--JOB 3" ; +label variable ER60271 "BC6 BEGINNING YEAR--JOB 3" ; +label variable ER60272 "BC6 ENDING MONTH--JOB 3" ; +label variable ER60273 "BC6 ENDING YEAR--JOB 3" ; +label variable ER60274 "BC6 WTR EMPLOYED--JOB 3 JAN" ; +label variable ER60275 "BC6 WTR EMPLOYED--JOB 3 FEB" ; +label variable ER60276 "BC6 WTR EMPLOYED--JOB 3 MAR" ; +label variable ER60277 "BC6 WTR EMPLOYED--JOB 3 APR" ; +label variable ER60278 "BC6 WTR EMPLOYED--JOB 3 MAY" ; +label variable ER60279 "BC6 WTR EMPLOYED--JOB 3 JUN" ; +label variable ER60280 "BC6 WTR EMPLOYED--JOB 3 JUL" ; +label variable ER60281 "BC6 WTR EMPLOYED--JOB 3 AUG" ; +label variable ER60282 "BC6 WTR EMPLOYED--JOB 3 SEP" ; +label variable ER60283 "BC6 WTR EMPLOYED--JOB 3 OCT" ; +label variable ER60284 "BC6 WTR EMPLOYED--JOB 3 NOV" ; +label variable ER60285 "BC6 WTR EMPLOYED--JOB 3 DEC" ; +label variable ER60286 "BC20 MAIN OCC FOR JOB 3: 2000 CODE (HD)" ; +label variable ER60287 "BC21 MAIN IND FOR JOB 3: 2000 CODE (HD)" ; +label variable ER60288 "BC22 WORK SELF/OTR?--JOB 3" ; +label variable ER60289 "BC23 CORP/UNCORP BUS--JOB 3" ; +label variable ER60290 "BC24 WORK FOR GOVT?--JOB 3" ; +label variable ER60291 "BC43 HOURS/WEEK WORKED--JOB 3" ; +label variable ER60292 "ACCURACY OF HR/WK WORKED--HD JOB 3" ; +label variable ER60293 "BC44 WTR WORKED OT--JOB 3" ; +label variable ER60294 "BC45 AMT OF OT WORKED--JOB 3" ; +label variable ER60295 "BC45 OT TIME UNIT--JOB 3" ; +label variable ER60296 "ACCURACY OF OT--HD JOB 3" ; +label variable ER60297 "BC46 AMOUNT EARNED LAST YEAR--JOB 3" ; +label variable ER60298 "BC46 PER FOR AMT EARNED LAST YR--JOB 3" ; +label variable ER60299 "BC51 WHY JOB ENDED--JOB 3" ; +label variable ER60300 "BC6 BEGINNING MONTH--JOB 4" ; +label variable ER60301 "BC6 BEGINNING YEAR--JOB 4" ; +label variable ER60302 "BC6 ENDING MONTH--JOB 4" ; +label variable ER60303 "BC6 ENDING YEAR--JOB 4" ; +label variable ER60304 "BC6 WTR EMPLOYED--JOB 4 JAN" ; +label variable ER60305 "BC6 WTR EMPLOYED--JOB 4 FEB" ; +label variable ER60306 "BC6 WTR EMPLOYED--JOB 4 MAR" ; +label variable ER60307 "BC6 WTR EMPLOYED--JOB 4 APR" ; +label variable ER60308 "BC6 WTR EMPLOYED--JOB 4 MAY" ; +label variable ER60309 "BC6 WTR EMPLOYED--JOB 4 JUN" ; +label variable ER60310 "BC6 WTR EMPLOYED--JOB 4 JUL" ; +label variable ER60311 "BC6 WTR EMPLOYED--JOB 4 AUG" ; +label variable ER60312 "BC6 WTR EMPLOYED--JOB 4 SEP" ; +label variable ER60313 "BC6 WTR EMPLOYED--JOB 4 OCT" ; +label variable ER60314 "BC6 WTR EMPLOYED--JOB 4 NOV" ; +label variable ER60315 "BC6 WTR EMPLOYED--JOB 4 DEC" ; +label variable ER60316 "BC20 MAIN OCC FOR JOB 4: 2000 CODE (HD)" ; +label variable ER60317 "BC21 MAIN IND FOR JOB 4: 2000 CODE (HD)" ; +label variable ER60318 "BC22 WORK SELF/OTR?--JOB 4" ; +label variable ER60319 "BC23 CORP/UNCORP BUS--JOB 4" ; +label variable ER60320 "BC24 WORK FOR GOVT?--JOB 4" ; +label variable ER60321 "BC43 HOURS/WEEK WORKED--JOB 4" ; +label variable ER60322 "ACCURACY OF HR/WK WORKED--HD JOB 4" ; +label variable ER60323 "BC44 WTR WORKED OT--JOB 4" ; +label variable ER60324 "BC45 AMT OF OT WORKED--JOB 4" ; +label variable ER60325 "BC45 OT TIME UNIT--JOB 4" ; +label variable ER60326 "ACCURACY OF OT--HD JOB 4" ; +label variable ER60327 "BC46 AMOUNT EARNED LAST YEAR--JOB 4" ; +label variable ER60328 "BC46 PER FOR AMT EARNED LAST YR--JOB 4" ; +label variable ER60329 "BC51 WHY JOB ENDED--JOB 4" ; +label variable ER60330 "NUMBER OF ADDITIONAL JOBS--HD" ; +label variable ER60331 "BC10 WTR OTRS ILL (HD)" ; +label variable ER60332 "BC10 DAYS OTHERS SICK" ; +label variable ER60333 "ACCURACY OF DAYS OTRS SICK (HD)" ; +label variable ER60334 "BC10 WEEKS OTHERS SICK" ; +label variable ER60335 "ACCURACY OF WEEKS OTRS SICK (HD)" ; +label variable ER60336 "BC10 MONTHS OTHERS SICK" ; +label variable ER60337 "ACCURACY OF MONTHS OTRS SICK (HD)" ; +label variable ER60338 "BC11 WTR SELF ILL (HD)" ; +label variable ER60339 "BC11 DAYS SELF SICK" ; +label variable ER60340 "ACCURACY OF DAYS SELF ILL (HD)" ; +label variable ER60341 "BC11 WEEKS SELF SICK" ; +label variable ER60342 "ACCURACY OF WEEKS SELF ILL (HD)" ; +label variable ER60343 "BC11 MONTHS SELF SICK" ; +label variable ER60344 "ACCURACY OF MONTHS SELF ILL (HD)" ; +label variable ER60345 "BC12 WTR VACATION (HD)" ; +label variable ER60346 "BC12 DAYS VACATION" ; +label variable ER60347 "ACCURACY OF DAYS VACATION (HD)" ; +label variable ER60348 "BC12 WEEKS VACATION" ; +label variable ER60349 "ACCURACY OF WEEKS VACATION (HD)" ; +label variable ER60350 "BC12 MONTHS VACATION" ; +label variable ER60351 "ACCURACY OF MONTHS VACATION (HD)" ; +label variable ER60352 "BC13 WTR STRIKE (HD)" ; +label variable ER60353 "BC13 DAYS STRIKE" ; +label variable ER60354 "ACCURACY OF STRIKE DAYS (HD)" ; +label variable ER60355 "BC13 WEEKS STRIKE" ; +label variable ER60356 "ACCURACY OF STRIKE WEEKS (HD)" ; +label variable ER60357 "BC13 MONTHS STRIKE" ; +label variable ER60358 "ACCURACY OF STRIKE MONTHS (HD)" ; +label variable ER60359 "BC14 WTR LAID OFF (HD)" ; +label variable ER60360 "BC14 DAYS LAID OFF" ; +label variable ER60361 "ACCURACY OF DAYS LAID OFF (HD)" ; +label variable ER60362 "BC14 WEEKS LAID OFF" ; +label variable ER60363 "ACCURACY OF WEEKS LAID OFF (HD)" ; +label variable ER60364 "BC14 MONTHS LAID OFF" ; +label variable ER60365 "ACCURACY OF MONTHS LAID OFF (HD)" ; +label variable ER60366 "BC8 WTR UNEMPLOYED(HD)" ; +label variable ER60367 "BC8 DAYS UNEMPLOYED" ; +label variable ER60368 "ACCURACY OF DAYS UNEMPLOYED (HD)" ; +label variable ER60369 "BC8 WEEKS UNEMPLOYED" ; +label variable ER60370 "ACCURACY OF WEEKS UNEMPLOYED (HD)" ; +label variable ER60371 "BC8 MONTHS UNEMPLOYED" ; +label variable ER60372 "ACCURACY OF MONTHS UNEMPLOYED (HD)" ; +label variable ER60373 "BC8 WTR UNEMPLOYED JAN" ; +label variable ER60374 "BC8 WTR UNEMPLOYED FEB" ; +label variable ER60375 "BC8 WTR UNEMPLOYED MAR" ; +label variable ER60376 "BC8 WTR UNEMPLOYED APR" ; +label variable ER60377 "BC8 WTR UNEMPLOYED MAY" ; +label variable ER60378 "BC8 WTR UNEMPLOYED JUN" ; +label variable ER60379 "BC8 WTR UNEMPLOYED JUL" ; +label variable ER60380 "BC8 WTR UNEMPLOYED AUG" ; +label variable ER60381 "BC8 WTR UNEMPLOYED SEP" ; +label variable ER60382 "BC8 WTR UNEMPLOYED OCT" ; +label variable ER60383 "BC8 WTR UNEMPLOYED NOV" ; +label variable ER60384 "BC8 WTR UNEMPLOYED DEC" ; +label variable ER60385 "BC7 WTR OUT OF LABOR FORCE (HD)" ; +label variable ER60386 "BC7 DAYS OUT OF LABOR FORCE (HD)" ; +label variable ER60387 "ACCURACY OF DAYS OUT OF LAB FORCE (HD)" ; +label variable ER60388 "BC7 WEEKS OUT OF LABOR FORCE (HD)" ; +label variable ER60389 "ACCURACY OF WKS OUT OF LAB FORCE (HD)" ; +label variable ER60390 "BC7 MONTHS OUT OF LABOR FORCE (HD)" ; +label variable ER60391 "ACCURACY OF MOS OUT OF LAB FORCE (HD)" ; +label variable ER60392 "BC7 WTR OUT LAB FORCE JAN" ; +label variable ER60393 "BC7 WTR OUT LAB FORCE FEB" ; +label variable ER60394 "BC7 WTR OUT LAB FORCE MAR" ; +label variable ER60395 "BC7 WTR OUT LAB FORCE APR" ; +label variable ER60396 "BC7 WTR OUT LAB FORCE MAY" ; +label variable ER60397 "BC7 WTR OUT LAB FORCE JUN" ; +label variable ER60398 "BC7 WTR OUT LAB FORCE JUL" ; +label variable ER60399 "BC7 WTR OUT LAB FORCE AUG" ; +label variable ER60400 "BC7 WTR OUT LAB FORCE SEP" ; +label variable ER60401 "BC7 WTR OUT LAB FORCE OCT" ; +label variable ER60402 "BC7 WTR OUT LAB FORCE NOV" ; +label variable ER60403 "BC7 WTR OUT LAB FORCE DEC" ; +label variable ER60404 "BC62 WTR EVER WORKED" ; +label variable ER60405 "BC63 MO LAST WORKED" ; +label variable ER60406 "BC63 YR LAST WORKED" ; +label variable ER60407 "BC64 WTR LOOKING FOR JOB" ; +label variable ER60408 "BC65 WTR PUBLIC EMP AGENCY (HD)" ; +label variable ER60409 "BC65 WTR PRIVATE EMP AGENCY (HD)" ; +label variable ER60410 "BC65 WTR CHKD W/CURRENT EMP (HD)" ; +label variable ER60411 "BC65 WTR CHKD W/OTHER EMP (HD)" ; +label variable ER60412 "BC65 WTR CHKD W/FRIEND OR REL (HD)" ; +label variable ER60413 "BC65 WTR PLACED OR ANSWERED ADS (HD)" ; +label variable ER60414 "BC65 WTR OTHER ACTIVITY (HD)" ; +label variable ER60415 "BC65 WTR DONE NOTHING (HD)" ; +label variable ER60416 "BC65 WTR CHKD W/SCHOOL EMP CENTER (HD)" ; +label variable ER60417 "BC65 WTR CHKD W/UNION REGISTERS (HD)" ; +label variable ER60418 "BC65 WTR SENT OUT RESUMES (HD)" ; +label variable ER60419 "BC65 WTR ATTENDED JOB TRAINING (HD)" ; +label variable ER60420 "BC65 WTR WENT ON JOB IWS (HD)" ; +label variable ER60421 "BC65 WTR LOOKD AT ADS W/O APPLYG (HD)" ; +label variable ER60422 "BC67 YRS LOOK WRK (HD-U)" ; +label variable ER60423 "BC67 MOS LOOK WRK (HD-U)" ; +label variable ER60424 "BC67 WKS LOOK WRK (HD-U)" ; +label variable ER60425 "DE1 CKPT: WTR SPOUSE IN FU" ; +label variable ER60426 "DE1 EMPLOYMENT STATUS-1ST MENTION" ; +label variable ER60427 "DE1 EMPLOYMENT STATUS-2ND MENTION" ; +label variable ER60428 "DE1 EMPLOYMENT STATUS-3RD MENTION" ; +label variable ER60429 "DE2 YEAR RETIRED (SP-R)" ; +label variable ER60430 "DE3 WTR WORK FOR MONEY" ; +label variable ER60431 "DE3A WTR WORKD SINCE JAN 1 OF PRIOR YEAR" ; +label variable ER60432 "DE14A_B WEEKS EMPLOYED LAST YEAR" ; +label variable ER60433 "ACCURACY OF SPOUSE WKS EMPLOYED LAST YR" ; +label variable ER60434 "DE14BB AVERAGE HOURS WORKED LAST YEAR" ; +label variable ER60435 "ACCURACY OF SPOUSE HOURS WORKED LAST YR" ; +label variable ER60436 "DE14B3 WTR ADDITIONAL OT HOURS LAST YEAR" ; +label variable ER60437 "DE14B4 AVERAGE OVERTIME HOURS LAST YEAR" ; +label variable ER60438 "DE14B4 AVERAGE OVERTIME HOURS PER WHAT" ; +label variable ER60439 "ACCURACY OF SPOUSE OT HOURS WRKD LAST YR" ; +label variable ER60440 "DE16-17 MAIN JOB INDICATOR" ; +label variable ER60441 "DE6 BEGINNING MONTH--JOB 1" ; +label variable ER60442 "DE6 BEGINNING YEAR--JOB 1" ; +label variable ER60443 "DE6 ENDING MONTH--JOB 1" ; +label variable ER60444 "DE6 ENDING YEAR--JOB 1" ; +label variable ER60445 "DE6 WTR EMPLOYED--JOB 1 JAN" ; +label variable ER60446 "DE6 WTR EMPLOYED--JOB 1 FEB" ; +label variable ER60447 "DE6 WTR EMPLOYED--JOB 1 MAR" ; +label variable ER60448 "DE6 WTR EMPLOYED--JOB 1 APR" ; +label variable ER60449 "DE6 WTR EMPLOYED--JOB 1 MAY" ; +label variable ER60450 "DE6 WTR EMPLOYED--JOB 1 JUN" ; +label variable ER60451 "DE6 WTR EMPLOYED--JOB 1 JUL" ; +label variable ER60452 "DE6 WTR EMPLOYED--JOB 1 AUG" ; +label variable ER60453 "DE6 WTR EMPLOYED--JOB 1 SEP" ; +label variable ER60454 "DE6 WTR EMPLOYED--JOB 1 OCT" ; +label variable ER60455 "DE6 WTR EMPLOYED--JOB 1 NOV" ; +label variable ER60456 "DE6 WTR EMPLOYED--JOB 1 DEC" ; +label variable ER60457 "DE20 MAIN OCC FOR JOB 1: 2000 CODE (SP)" ; +label variable ER60458 "DE21 MAIN IND FOR JOB 1: 2000 CODE (SP)" ; +label variable ER60459 "DE21B AVERAGE COMMUTE TIME (SP)" ; +label variable ER60460 "DE22 WORK SELF/OTR?--JOB 1" ; +label variable ER60461 "DE23 CORP/UNCORP BUS--JOB 1" ; +label variable ER60462 "DE24 WORK FOR GOVT?--JOB 1" ; +label variable ER60463 "DE25A NUMBER EMPLOYED AT WORK LOCATION" ; +label variable ER60464 "DE25B WTR 200 OR MORE" ; +label variable ER60465 "DE25C WTR 100 OR MORE" ; +label variable ER60466 "DE25D WTR 50 OR MORE" ; +label variable ER60467 "DE25E WTR 500 OR MORE" ; +label variable ER60468 "DE25F WTR 1000 OR MORE" ; +label variable ER60469 "DE26 JOB NOW UNION? (SP-E)" ; +label variable ER60470 "DE27 BELONG UNION? (SP-E)" ; +label variable ER60471 "DE28A WTR JOB REQUIRES COMPUTER USE" ; +label variable ER60472 "DE29 SLRY/HRLY/OTR (SP-E)" ; +label variable ER60473 "DE30 SALARY AMOUNT" ; +label variable ER60474 "DE30 SALARY PER WHAT" ; +label variable ER60475 "DE31 WTR SAL PD OT (SP-E)" ; +label variable ER60476 "DE32 HOW PAID FOR OT" ; +label variable ER60477 "DE32A EXACT OT PAY IF SALARIED" ; +label variable ER60478 "DE32A EXACT OT PAY PER" ; +label variable ER60479 "DE33 HOURLY REGULAR RATE" ; +label variable ER60480 "DE34 OT DIFFERENTIAL 1ST" ; +label variable ER60481 "DE34 OT DIFFERENTIAL 2ND" ; +label variable ER60482 "DE34 OT DIFFERENTIAL 3RD" ; +label variable ER60483 "DE34A EXACT OT PAY IF HOURLY" ; +label variable ER60484 "DE34A EXACT OT PAY PER" ; +label variable ER60485 "DE36 AVG TIPS/COMM" ; +label variable ER60486 "DE36 TIPS/COMM PER WHAT" ; +label variable ER60487 "DE37 AVG TIPS/COMM" ; +label variable ER60488 "DE37 TIPS/COMM PER WHAT" ; +label variable ER60489 "DE38 HOW PAID-OTR (SP-E)" ; +label variable ER60490 "DE39 OT RATE" ; +label variable ER60491 "DE41 YRS PRES EMP (SP-E)" ; +label variable ER60492 "DE41 MOS PRES EMP (SP-E)" ; +label variable ER60493 "DE41 WKS PRES EMP (SP-E)" ; +label variable ER60494 "DE43 HOURS/WEEK WORKED--JOB 1" ; +label variable ER60495 "ACCURACY OF HR/WK WORKED--SP JOB 1" ; +label variable ER60496 "DE44 WTR WORKED OT--JOB 1" ; +label variable ER60497 "DE45 AMT OF OT WORKED--JOB 1" ; +label variable ER60498 "DE45 OT TIME UNIT--JOB 1" ; +label variable ER60499 "ACCURACY OF OT--SP JOB 1" ; +label variable ER60500 "DE46 AMOUNT EARNED LAST YEAR--JOB 1" ; +label variable ER60501 "DE46 PER FOR AMT EARNED LAST YR--JOB 1" ; +label variable ER60502 "DE51 WHY LAST JOB END (SP-U)" ; +label variable ER60503 "DE6 BEGINNING MONTH--JOB 2" ; +label variable ER60504 "DE6 BEGINNING YEAR--JOB 2" ; +label variable ER60505 "DE6 ENDING MONTH--JOB 2" ; +label variable ER60506 "DE6 ENDING YEAR--JOB 2" ; +label variable ER60507 "DE6 WTR EMPLOYED--JOB 2 JAN" ; +label variable ER60508 "DE6 WTR EMPLOYED--JOB 2 FEB" ; +label variable ER60509 "DE6 WTR EMPLOYED--JOB 2 MAR" ; +label variable ER60510 "DE6 WTR EMPLOYED--JOB 2 APR" ; +label variable ER60511 "DE6 WTR EMPLOYED--JOB 2 MAY" ; +label variable ER60512 "DE6 WTR EMPLOYED--JOB 2 JUN" ; +label variable ER60513 "DE6 WTR EMPLOYED--JOB 2 JUL" ; +label variable ER60514 "DE6 WTR EMPLOYED--JOB 2 AUG" ; +label variable ER60515 "DE6 WTR EMPLOYED--JOB 2 SEP" ; +label variable ER60516 "DE6 WTR EMPLOYED--JOB 2 OCT" ; +label variable ER60517 "DE6 WTR EMPLOYED--JOB 2 NOV" ; +label variable ER60518 "DE6 WTR EMPLOYED--JOB 2 DEC" ; +label variable ER60519 "DE20 MAIN OCC FOR JOB 2: 2000 CODE (SP)" ; +label variable ER60520 "DE21 MAIN IND FOR JOB 2: 2000 CODE (SP)" ; +label variable ER60521 "DE22 WORK SELF/OTR?--JOB 2" ; +label variable ER60522 "DE23 CORP/UNCORP BUS--JOB 2" ; +label variable ER60523 "DE24 WORK FOR GOVT?--JOB 2" ; +label variable ER60524 "DE43 HOURS/WEEK WORKED--JOB 2" ; +label variable ER60525 "ACCURACY OF HR/WK WORKED--SP JOB 2" ; +label variable ER60526 "DE44 WTR WORKED OT--JOB 2" ; +label variable ER60527 "DE45 AMT OF OT WORKED--JOB 2" ; +label variable ER60528 "DE45 OT TIME UNIT--JOB 2" ; +label variable ER60529 "ACCURACY OF OT--SP JOB 2" ; +label variable ER60530 "DE46 AMOUNT EARNED LAST YEAR--JOB 2" ; +label variable ER60531 "DE46 PER FOR AMT EARNED LAST YR--JOB 2" ; +label variable ER60532 "DE51 WHY JOB ENDED--JOB 2" ; +label variable ER60533 "DE6 BEGINNING MONTH--JOB 3" ; +label variable ER60534 "DE6 BEGINNING YEAR--JOB 3" ; +label variable ER60535 "DE6 ENDING MONTH--JOB 3" ; +label variable ER60536 "DE6 ENDING YEAR--JOB 3" ; +label variable ER60537 "DE6 WTR EMPLOYED--JOB 3 JAN" ; +label variable ER60538 "DE6 WTR EMPLOYED--JOB 3 FEB" ; +label variable ER60539 "DE6 WTR EMPLOYED--JOB 3 MAR" ; +label variable ER60540 "DE6 WTR EMPLOYED--JOB 3 APR" ; +label variable ER60541 "DE6 WTR EMPLOYED--JOB 3 MAY" ; +label variable ER60542 "DE6 WTR EMPLOYED--JOB 3 JUN" ; +label variable ER60543 "DE6 WTR EMPLOYED--JOB 3 JUL" ; +label variable ER60544 "DE6 WTR EMPLOYED--JOB 3 AUG" ; +label variable ER60545 "DE6 WTR EMPLOYED--JOB 3 SEP" ; +label variable ER60546 "DE6 WTR EMPLOYED--JOB 3 OCT" ; +label variable ER60547 "DE6 WTR EMPLOYED--JOB 3 NOV" ; +label variable ER60548 "DE6 WTR EMPLOYED--JOB 3 DEC" ; +label variable ER60549 "DE20 MAIN OCC FOR JOB 3: 2000 CODE (SP)" ; +label variable ER60550 "DE21 MAIN IND FOR JOB 3: 2000 CODE (SP)" ; +label variable ER60551 "DE22 WORK SELF/OTR?--JOB 3" ; +label variable ER60552 "DE23 CORP/UNCORP BUS--JOB 3" ; +label variable ER60553 "DE24 WORK FOR GOVT?--JOB 3" ; +label variable ER60554 "DE43 HOURS/WEEK WORKED--JOB 3" ; +label variable ER60555 "ACCURACY OF HR/WK WORKED--SP JOB 3" ; +label variable ER60556 "DE44 WTR WORKED OT--JOB 3" ; +label variable ER60557 "DE45 AMT OF OT WORKED--JOB 3" ; +label variable ER60558 "DE45 OT TIME UNIT--JOB 3" ; +label variable ER60559 "ACCURACY OF OT--SP JOB 3" ; +label variable ER60560 "DE46 AMOUNT EARNED LAST YEAR--JOB 3" ; +label variable ER60561 "DE46 PER FOR AMT EARNED LAST YR--JOB 3" ; +label variable ER60562 "DE51 WHY JOB ENDED--JOB 3" ; +label variable ER60563 "DE6 BEGINNING MONTH--JOB 4" ; +label variable ER60564 "DE6 BEGINNING YEAR--JOB 4" ; +label variable ER60565 "DE6 ENDING MONTH--JOB 4" ; +label variable ER60566 "DE6 ENDING YEAR--JOB 4" ; +label variable ER60567 "DE6 WTR EMPLOYED--JOB 4 JAN" ; +label variable ER60568 "DE6 WTR EMPLOYED--JOB 4 FEB" ; +label variable ER60569 "DE6 WTR EMPLOYED--JOB 4 MAR" ; +label variable ER60570 "DE6 WTR EMPLOYED--JOB 4 APR" ; +label variable ER60571 "DE6 WTR EMPLOYED--JOB 4 MAY" ; +label variable ER60572 "DE6 WTR EMPLOYED--JOB 4 JUN" ; +label variable ER60573 "DE6 WTR EMPLOYED--JOB 4 JUL" ; +label variable ER60574 "DE6 WTR EMPLOYED--JOB 4 AUG" ; +label variable ER60575 "DE6 WTR EMPLOYED--JOB 4 SEP" ; +label variable ER60576 "DE6 WTR EMPLOYED--JOB 4 OCT" ; +label variable ER60577 "DE6 WTR EMPLOYED--JOB 4 NOV" ; +label variable ER60578 "DE6 WTR EMPLOYED--JOB 4 DEC" ; +label variable ER60579 "DE20 MAIN OCC FOR JOB 4: 2000 CODE (SP)" ; +label variable ER60580 "DE21 MAIN IND FOR JOB 4: 2000 CODE (SP)" ; +label variable ER60581 "DE22 WORK SELF/OTR?--JOB 4" ; +label variable ER60582 "DE23 CORP/UNCORP BUS--JOB 4" ; +label variable ER60583 "DE24 WORK FOR GOVT?--JOB 4" ; +label variable ER60584 "DE43 HOURS/WEEK WORKED--JOB 4" ; +label variable ER60585 "ACCURACY OF HR/WK WORKED--SP JOB 4" ; +label variable ER60586 "DE44 WTR WORKED OT--JOB 4" ; +label variable ER60587 "DE45 AMT OF OT WORKED--JOB 4" ; +label variable ER60588 "DE45 OT TIME UNIT--JOB 4" ; +label variable ER60589 "ACCURACY OF OT--SP JOB 4" ; +label variable ER60590 "DE46 AMOUNT EARNED LAST YEAR--JOB 4" ; +label variable ER60591 "DE46 PER FOR AMT EARNED LAST YR--JOB 4" ; +label variable ER60592 "DE51 WHY JOB ENDED--JOB 4" ; +label variable ER60593 "NUMBER OF ADDITIONAL JOBS--SP" ; +label variable ER60594 "DE10 WTR OTRS ILL (SP)" ; +label variable ER60595 "DE10 DAYS OTHERS SICK" ; +label variable ER60596 "ACCURACY OF DAYS OTRS SICK (SP)" ; +label variable ER60597 "DE10 WEEKS OTHERS SICK" ; +label variable ER60598 "ACCURACY OF WEEKS OTRS SICK (SP)" ; +label variable ER60599 "DE10 MONTHS OTHERS SICK" ; +label variable ER60600 "ACCURACY OF MONTHS OTRS SICK (SP)" ; +label variable ER60601 "DE11 WTR SELF ILL (SP)" ; +label variable ER60602 "DE11 DAYS SELF SICK" ; +label variable ER60603 "ACCURACY OF DAYS SELF ILL (SP)" ; +label variable ER60604 "DE11 WEEKS SELF SICK" ; +label variable ER60605 "ACCURACY OF WEEKS SELF ILL (SP)" ; +label variable ER60606 "DE11 MONTHS SELF SICK" ; +label variable ER60607 "ACCURACY OF MONTHS SELF ILL (SP)" ; +label variable ER60608 "DE12 WTR VACATION (SP)" ; +label variable ER60609 "DE12 DAYS VACATION" ; +label variable ER60610 "ACCURACY OF DAYS VACATION (SP)" ; +label variable ER60611 "DE12 WEEKS VACATION" ; +label variable ER60612 "ACCURACY OF WEEKS VACATION (SP)" ; +label variable ER60613 "DE12 MONTHS VACATION" ; +label variable ER60614 "ACCURACY OF MONTHS VACATION (SP)" ; +label variable ER60615 "DE13 WTR STRIKE (SP)" ; +label variable ER60616 "DE13 DAYS STRIKE" ; +label variable ER60617 "ACCURACY OF STRIKE DAYS (SP)" ; +label variable ER60618 "DE13 WEEKS STRIKE" ; +label variable ER60619 "ACCURACY OF STRIKE WEEKS (SP)" ; +label variable ER60620 "DE13 MONTHS STRIKE" ; +label variable ER60621 "ACCURACY OF STRIKE MONTHS (SP)" ; +label variable ER60622 "DE14 WTR LAID OFF (SP)" ; +label variable ER60623 "DE14 DAYS LAID OFF" ; +label variable ER60624 "ACCURACY OF DAYS LAID OFF (SP)" ; +label variable ER60625 "DE14 WEEKS LAID OFF" ; +label variable ER60626 "ACCURACY OF WEEKS LAID OFF (SP)" ; +label variable ER60627 "DE14 MONTHS LAID OFF" ; +label variable ER60628 "ACCURACY OF MONTHS LAID OFF (SP)" ; +label variable ER60629 "DE8 WTR UNEMPLOYED(SP)" ; +label variable ER60630 "DE8 DAYS UNEMPLOYED" ; +label variable ER60631 "ACCURACY OF DAYS UNEMPLOYED (SP)" ; +label variable ER60632 "DE8 WEEKS UNEMPLOYED" ; +label variable ER60633 "ACCURACY OF WEEKS UNEMPLOYED (SP)" ; +label variable ER60634 "DE8 MONTHS UNEMPLOYED" ; +label variable ER60635 "ACCURACY OF MONTHS UNEMPLOYED (SP)" ; +label variable ER60636 "DE8 WTR UNEMPLOYED JAN" ; +label variable ER60637 "DE8 WTR UNEMPLOYED FEB" ; +label variable ER60638 "DE8 WTR UNEMPLOYED MAR" ; +label variable ER60639 "DE8 WTR UNEMPLOYED APR" ; +label variable ER60640 "DE8 WTR UNEMPLOYED MAY" ; +label variable ER60641 "DE8 WTR UNEMPLOYED JUN" ; +label variable ER60642 "DE8 WTR UNEMPLOYED JUL" ; +label variable ER60643 "DE8 WTR UNEMPLOYED AUG" ; +label variable ER60644 "DE8 WTR UNEMPLOYED SEP" ; +label variable ER60645 "DE8 WTR UNEMPLOYED OCT" ; +label variable ER60646 "DE8 WTR UNEMPLOYED NOV" ; +label variable ER60647 "DE8 WTR UNEMPLOYED DEC" ; +label variable ER60648 "DE7 WTR OUT OF LABOR FORCE (SP)" ; +label variable ER60649 "DE7 DAYS OUT OF LABOR FORCE (SP)" ; +label variable ER60650 "ACCURACY OF DAYS OUT OF LAB FORCE (SP)" ; +label variable ER60651 "DE7 WEEKS OUT OF LABOR FORCE (SP)" ; +label variable ER60652 "ACCURACY OF WKS OUT OF LAB FORCE (SP)" ; +label variable ER60653 "DE7 MONTHS OUT OF LABOR FORCE (SP)" ; +label variable ER60654 "ACCURACY OF MOS OUT OF LAB FORCE (SP)" ; +label variable ER60655 "DE7 WTR OUT LAB FORCE JAN" ; +label variable ER60656 "DE7 WTR OUT LAB FORCE FEB" ; +label variable ER60657 "DE7 WTR OUT LAB FORCE MAR" ; +label variable ER60658 "DE7 WTR OUT LAB FORCE APR" ; +label variable ER60659 "DE7 WTR OUT LAB FORCE MAY" ; +label variable ER60660 "DE7 WTR OUT LAB FORCE JUN" ; +label variable ER60661 "DE7 WTR OUT LAB FORCE JUL" ; +label variable ER60662 "DE7 WTR OUT LAB FORCE AUG" ; +label variable ER60663 "DE7 WTR OUT LAB FORCE SEP" ; +label variable ER60664 "DE7 WTR OUT LAB FORCE OCT" ; +label variable ER60665 "DE7 WTR OUT LAB FORCE NOV" ; +label variable ER60666 "DE7 WTR OUT LAB FORCE DEC" ; +label variable ER60667 "DE62 WTR EVER WORKED" ; +label variable ER60668 "DE63 MO LAST WORKED" ; +label variable ER60669 "DE63 YR LAST WORKED" ; +label variable ER60670 "DE64 WTR LOOKING FOR JOB" ; +label variable ER60671 "DE65 WTR PUBLIC EMP AGENCY (SP)" ; +label variable ER60672 "DE65 WTR PRIVATE EMP AGENCY (SP)" ; +label variable ER60673 "DE65 WTR CHKD W/CURRENT EMP (SP)" ; +label variable ER60674 "DE65 WTR CHKD W/OTHER EMP (SP)" ; +label variable ER60675 "DE65 WTR CHKD W/FRIEND OR REL (SP)" ; +label variable ER60676 "DE65 WTR PLACED OR ANSWERED ADS (SP)" ; +label variable ER60677 "DE65 WTR OTHER ACTIVITY (SP)" ; +label variable ER60678 "DE65 WTR DONE NOTHING (SP)" ; +label variable ER60679 "DE65 WTR CHKD W/SCHOOL EMP CENTER (SP)" ; +label variable ER60680 "DE65 WTR CHKD W/UNION REGISTERS (SP)" ; +label variable ER60681 "DE65 WTR SENT OUT RESUMES (SP)" ; +label variable ER60682 "DE65 WTR ATTENDED JOB TRAINING (SP)" ; +label variable ER60683 "DE65 WTR WENT ON JOB IWS (SP)" ; +label variable ER60684 "DE65 WTR LOOKD AT ADS W/O APPLYG (SP)" ; +label variable ER60685 "DE67 YRS LOOK WRK (SP-U)" ; +label variable ER60686 "DE67 MOS LOOK WRK (SP-U)" ; +label variable ER60687 "DE67 WKS LOOK WRK (SP-U)" ; +label variable ER60688 "F1 CKPT:TYPE HD+SP" ; +label variable ER60689 "F2 HOUSEWORK HRS-SPOUSE" ; +label variable ER60690 "ACCURACY OF SP HOUSEWORK HRS" ; +label variable ER60691 "F3 HOUSEWORK HOURS-HEAD" ; +label variable ER60692 "ACCURACY OF HD HOUSEWORK HRS" ; +label variable ER60693 "F5 FAM TOGETHR MAIN MEAL" ; +label variable ER60694 "F6 CKPT: WTR CHILD 5-18 IN FU LAST YEAR" ; +label variable ER60695 "F6AB WTR REC FREE BRKFT/LUNCH LAST YR" ; +label variable ER60696 "F6CCKPT WTR FU MEMBER UNDER 16 LAST YR" ; +label variable ER60697 "F6D COST CHILD CARE LAST YEAR" ; +label variable ER60698 "F6D CHILD CARE COST PER" ; +label variable ER60699 "F6D2 WTR PAID FOR CHILD CARE JAN LAST YR" ; +label variable ER60700 "F6D2 WTR PAID FOR CHILD CARE FEB LAST YR" ; +label variable ER60701 "F6D2 WTR PAID FOR CHILD CARE MAR LAST YR" ; +label variable ER60702 "F6D2 WTR PAID FOR CHILD CARE APR LAST YR" ; +label variable ER60703 "F6D2 WTR PAID FOR CHILD CARE MAY LAST YR" ; +label variable ER60704 "F6D2 WTR PAID FOR CHILD CARE JUN LAST YR" ; +label variable ER60705 "F6D2 WTR PAID FOR CHILD CARE JUL LAST YR" ; +label variable ER60706 "F6D2 WTR PAID FOR CHILD CARE AUG LAST YR" ; +label variable ER60707 "F6D2 WTR PAID FOR CHILD CARE SEP LAST YR" ; +label variable ER60708 "F6D2 WTR PAID FOR CHILD CARE OCT LAST YR" ; +label variable ER60709 "F6D2 WTR PAID FOR CHILD CARE NOV LAST YR" ; +label variable ER60710 "F6D2 WTR PAID FOR CHILD CARE DEC LAST YR" ; +label variable ER60711 "F6E WTR CHILD IN DAY CARE CNTR LAST YR" ; +label variable ER60712 "F6F WTR MEALS/SNACKS PROVIDED TO CHILD" ; +label variable ER60713 "F6G WTR DAY CARE IN CHILD/ADULT FOOD PGM" ; +label variable ER60714 "F6H FU FEMALE 15-45/CHILD <5 LAST YR" ; +label variable ER60715 "F6I WTR RECD FOOD THROUGH WIC PROGRAM" ; +label variable ER60716 "F7B WTR FU MEMBER 60+ LAST YR" ; +label variable ER60717 "F7C WTR RECD FREE/REDUCD MEALS LAST YR" ; +label variable ER60718 "F8 WTR USED FOOD STAMPS 2 YRS AGO" ; +label variable ER60719 "F11 WTR RECEIVED FOOD STAMPS LAST YEAR" ; +label variable ER60720 "F12 VALUE OF FOOD STAMPS LAST YEAR" ; +label variable ER60721 "F12 TIME UNIT-VALUE FOOD STAMPS LAST YR" ; +label variable ER60722 "ACCURACY OF FOOD STAMPS LAST YEAR" ; +label variable ER60723 "F13 WTR RECVD FOOD STAMPS JAN LAST YEAR" ; +label variable ER60724 "F13 WTR RECVD FOOD STAMPS FEB LAST YEAR" ; +label variable ER60725 "F13 WTR RECVD FOOD STAMPS MAR LAST YEAR" ; +label variable ER60726 "F13 WTR RECVD FOOD STAMPS APR LAST YEAR" ; +label variable ER60727 "F13 WTR RECVD FOOD STAMPS MAY LAST YEAR" ; +label variable ER60728 "F13 WTR RECVD FOOD STAMPS JUN LAST YEAR" ; +label variable ER60729 "F13 WTR RECVD FOOD STAMPS JUL LAST YEAR" ; +label variable ER60730 "F13 WTR RECVD FOOD STAMPS AUG LAST YEAR" ; +label variable ER60731 "F13 WTR RECVD FOOD STAMPS SEP LAST YEAR" ; +label variable ER60732 "F13 WTR RECVD FOOD STAMPS OCT LAST YEAR" ; +label variable ER60733 "F13 WTR RECVD FOOD STAMPS NOV LAST YEAR" ; +label variable ER60734 "F13 WTR RECVD FOOD STAMPS DEC LAST YEAR" ; +label variable ER60735 "F14 WTR RECEIVED FOOD STAMPS LAST MONTH" ; +label variable ER60736 "F15 # FU MEMBERS RECEIVED FOOD STAMPS" ; +label variable ER60737 "F16 VALUE OF FOOD STAMPS RECD LAST MONTH" ; +label variable ER60738 "ACCURACY OF FOOD STAMPS LAST MONTH" ; +label variable ER60739 "F17 WTR BUY FOOD TO USE AT HOME" ; +label variable ER60740 "F18 REPORTED COST OF FOOD AT HOME" ; +label variable ER60741 "F18 COST OF FOOD AT HOME PER" ; +label variable ER60742 "ACCURACY OF FOOD AT HOME-RECD FD STAMPS" ; +label variable ER60743 "F19 WTR FOOD DELIVERED TO HOME" ; +label variable ER60744 "F20 COST OF DELIVERED FOOD" ; +label variable ER60745 "F20 COST OF DELIVERED FOOD PER" ; +label variable ER60746 "ACCURACY OF DELIVERD FOOD-RECD FD STAMPS" ; +label variable ER60747 "F21 COST OF FOOD EATEN OUT" ; +label variable ER60748 "F21 COST OF FOOD EATEN OUT PER" ; +label variable ER60749 "ACCURACY OF FOOD EATN OUT-RECD FD STAMPS" ; +label variable ER60750 "F22 REPORTED COST OF FOOD AT HOME" ; +label variable ER60751 "F22 COST OF FOOD AT HOME PER" ; +label variable ER60752 "ACCURACY OF FOOD AT HOME-NO FD STAMPS" ; +label variable ER60753 "F23 WTR FOOD DELIVERED TO HOME" ; +label variable ER60754 "F24 COST OF DELIVERED FOOD" ; +label variable ER60755 "F24 COST OF DELIVERED FOOD PER" ; +label variable ER60756 "ACCURACY OF DELIVERED FOOD-NO FD STAMPS" ; +label variable ER60757 "F25 COST OF FOOD EATEN OUT" ; +label variable ER60758 "F25 COST OF FOOD EATEN OUT PER" ; +label variable ER60759 "ACCURACY OF FOOD EATEN OUT-NO FD STAMPS" ; +label variable ER60760 "FOOD1 WTR FOOD RAN OUT- ADULT" ; +label variable ER60761 "FOOD2 FOOD DID NOT LAST - ADULT" ; +label variable ER60762 "FOOD3 AFFORD BALANCED MEALS - ADULT" ; +label variable ER60763 "FOOD4 WTR CUT SIZE OF MEALS - ADULT" ; +label variable ER60764 "FOOD5 HOW OFTEN CUT MEAL SIZE - ADULT" ; +label variable ER60765 "FOOD6 WHETHER ATE LESS - ADULT" ; +label variable ER60766 "FOOD7 WHETHER EVER HUNGRY - ADULT" ; +label variable ER60767 "FOOD8 WHETHER LOST WEIGHT - ADULT" ; +label variable ER60768 "FOOD9 WTR NOT EAT FOR A DAY - ADULT" ; +label variable ER60769 "FOOD10 HOW OFTEN NOT EAT - ADULT" ; +label variable ER60770 "FD11CKPT WTR CHILDREN 0-17 IN FU" ; +label variable ER60771 "FOOD11 WTR RELIED LOW COST FOOD - CHILD" ; +label variable ER60772 "FOOD12 AFFORD BALANCED MEALS - CHILD" ; +label variable ER60773 "FOOD13 NOT EATING ENOUGH - CHILD" ; +label variable ER60774 "FOOD14 WTR CUT SIZE OF MEALS - CHILD" ; +label variable ER60775 "FOOD15 WTR SKIPPPED MEALS - CHILD" ; +label variable ER60776 "FOOD16 HOW OFTEN SKIP MEALS - CHILD" ; +label variable ER60777 "FOOD17 WTR EVER HUNGRY - CHILD" ; +label variable ER60778 "FOOD18 WTR NOT EAT FOR A DAY - CHILD" ; +label variable ER60779 "IMP FOOD1 WTR IMP FOOD RAN OUT- ADULT" ; +label variable ER60780 "IMP FOOD2 IMP FOOD DID NOT LAST - ADULT" ; +label variable ER60781 "IMP FOOD3 AFFORD BALANCED MEALS - ADULT" ; +label variable ER60782 "IMP FOOD4 WTR CUT SIZE OF MEALS - ADULT" ; +label variable ER60783 "IMP FOOD5 HOW OFTEN CUT MEAL SIZE - AT" ; +label variable ER60784 "IMP FOOD6 WHETHER ATE LESS - ADULT" ; +label variable ER60785 "IMP FOOD7 WHETHER EVER HUNGRY - ADULT" ; +label variable ER60786 "IMP FOOD8 WHETHER LOST WEIGHT - ADULT" ; +label variable ER60787 "IMP FOOD9 WTR NOT EAT FOR A DAY - ADULT" ; +label variable ER60788 "IMP FOOD10 HOW OFTEN NOT EAT - ADULT" ; +label variable ER60789 "IMP FOOD11 WTR RELIED LOW COST FOOD - CD" ; +label variable ER60790 "IMP FOOD12 AFFORD BALANCED MEALS - CHILD" ; +label variable ER60791 "IMP FOOD13 NOT EATING ENOUGH - CHILD" ; +label variable ER60792 "IMP FOOD14 WTR CUT SIZE OF MEALS - CHILD" ; +label variable ER60793 "IMP FOOD15 WTR SKIPPPED MEALS - CHILD" ; +label variable ER60794 "IMP FOOD16 HOW OFTEN SKIP MEALS - CHILD" ; +label variable ER60795 "IMP FOOD17 WTR EVER HUNGRY - CHILD" ; +label variable ER60796 "IMP FOOD18 WTR NOT EAT FOR A DAY - CHILD" ; +label variable ER60797 "HOUSEHOLD FOOD SECURITY RAW SCORE" ; +label variable ER60798 "HOUSEHOLD FOOD SECURITY SCALE SCORE" ; +label variable ER60799 "HOUSEHOLD FOOD SECURITY STATUS CATEGORY" ; +label variable ER60800 "CHILDREN'S FOOD SECURITY RAW SCORE" ; +label variable ER60801 "CHILDREN'S FOOD SECURITY SCALE SCORE" ; +label variable ER60802 "CHILDREN'S FOOD SECURITY STATUS CATEGORY" ; +label variable ER60803 "FOOD SECURITY-CHILD IN HOUSEHOLD" ; +label variable ER60804 "F47 WTR HAVE VEHICLE" ; +label variable ER60805 "F48 NUMBER OF VEHICLES" ; +label variable ER60806 "F49 MANUFACTURER CODE #1" ; +label variable ER60807 "F49 VEHICLE MAKE CODE #1" ; +label variable ER60808 "F49 VEHICLE MODEL YEAR #1" ; +label variable ER60809 "F49 VEHICLE TYPE CODE #1" ; +label variable ER60810 "F49B1 HYBRID INDICATOR IF MODEL KNOWN #1" ; +label variable ER60811 "F49B2 WTR HYBRID IF MODEL UNKNOWN #1" ; +label variable ER60812 "F53 HOW ACQUIRED #1" ; +label variable ER60813 "F55 YR ACQUIRED #1" ; +label variable ER60814 "F57 WTR USED FOR BUSINESS #1" ; +label variable ER60815 "F58 WTR USED MOSTLY FOR BUSINESS #1" ; +label variable ER60816 "F60 WTR OWN/LEASE >3 YR OLD VEHICLE #1" ; +label variable ER60817 "F61 TOTAL PRICE #1" ; +label variable ER60818 "F64 CASH DOWNPMT AMT #1" ; +label variable ER60819 "F65 WTR GOT LOAN #1" ; +label variable ER60820 "F66 LOAN AMOUNT #1" ; +label variable ER60821 "F67 LOAN PAYMENT AMT #1" ; +label variable ER60822 "F67 LOAN PMT AMT PER #1" ; +label variable ER60823 "F69 LOAN TOTAL # PMTS #1" ; +label variable ER60824 "F70 LOAN # PMTS MADE #1" ; +label variable ER60825 "F71 LEASE INITIAL OUTLAY #1" ; +label variable ER60826 "F72 LEASE PMT AMOUNT #1" ; +label variable ER60827 "F72 LEASE AMOUNT PER #1" ; +label variable ER60828 "F73 LEASE TOTAL # PMTS #1" ; +label variable ER60829 "F74 LEASE # PMTS MADE #1" ; +label variable ER60830 "F49 MANUFACTURER CODE #2" ; +label variable ER60831 "F49 VEHICLE MAKE CODE #2" ; +label variable ER60832 "F49 VEHICLE MODEL YEAR #2" ; +label variable ER60833 "F49 VEHICLE TYPE CODE #2" ; +label variable ER60834 "F49B1 HYBRID INDICATOR IF MODEL KNOWN #2" ; +label variable ER60835 "F49B2 WTR HYBRID IF MODEL UNKNOWN #2" ; +label variable ER60836 "F53 HOW ACQUIRED #2" ; +label variable ER60837 "F55 YR ACQUIRED #2" ; +label variable ER60838 "F57 WTR USED FOR BUSINESS #2" ; +label variable ER60839 "F58 WTR MOSTLY FOR BUSINESS #2" ; +label variable ER60840 "F60 CKPT: WTR OWN >3 YR OLD VEHICLE #2" ; +label variable ER60841 "F61 TOTAL PRICE #2" ; +label variable ER60842 "F64 CASH DOWNPMT AMT #2" ; +label variable ER60843 "F65 WTR GOT LOAN #2" ; +label variable ER60844 "F66 LOAN AMOUNT #2" ; +label variable ER60845 "F67 LOAN PAYMENT AMT #2" ; +label variable ER60846 "F67 LOAN PMT AMT PER #2" ; +label variable ER60847 "F69 LOAN TOT # PMTS #2" ; +label variable ER60848 "F70 LOAN # PMTS MADE #2" ; +label variable ER60849 "F71 LEASE INITIAL OUTLAY #2" ; +label variable ER60850 "F72 LEASE PMT AMOUNT #2" ; +label variable ER60851 "F72 LEASE AMOUNT PER #2" ; +label variable ER60852 "F73 LEASE TOTAL # PMTS #2" ; +label variable ER60853 "F74 LEASE # PMTS MADE #2" ; +label variable ER60854 "F49 MANUFACTURER CODE #3" ; +label variable ER60855 "F49 VEHICLE MAKE CODE #3" ; +label variable ER60856 "F49 VEHICLE MODEL YEAR #3" ; +label variable ER60857 "F49 VEHICLE TYPE CODE #3" ; +label variable ER60858 "F49B1 HYBRID INDICATOR IF MODEL KNOWN #3" ; +label variable ER60859 "F49B2 WTR HYBRID IF MODEL UNKNOWN #3" ; +label variable ER60860 "F53 HOW ACQUIRED #3" ; +label variable ER60861 "F55 YR ACQUIRED #3" ; +label variable ER60862 "F57 WTR USED FOR BUSINESS #3" ; +label variable ER60863 "F58 WTR MOSTLY FOR BUSINESS #3" ; +label variable ER60864 "F60 CKPT: WTR OWN >3 YR OLD VEHICLE #3" ; +label variable ER60865 "F61 TOTAL PRICE #3" ; +label variable ER60866 "F64 CASH DOWNPMT AMT #3" ; +label variable ER60867 "F65 WTR GOT LOAN #3" ; +label variable ER60868 "F66 LOAN AMOUNT #3" ; +label variable ER60869 "F67 LOAN PAYMENT AMT #3" ; +label variable ER60870 "F67 LOAN PMT AMT PER #3" ; +label variable ER60871 "F69 LOAN TOTAL # PMTS #3" ; +label variable ER60872 "F70 LOAN # PMTS MADE #3" ; +label variable ER60873 "F71 LEASE INITIAL OUTLAY #3" ; +label variable ER60874 "F72 LEASE PMT AMOUNT #3" ; +label variable ER60875 "F72 LEASE AMOUNT PER #3" ; +label variable ER60876 "F73 LEASE TOTAL # PMTS #3" ; +label variable ER60877 "F74 LEASE # PMTS MADE #3" ; +label variable ER60878 "F77 CAR INSURANCE EXPENSE" ; +label variable ER60879 "F77 CAR INSURANCE PER" ; +label variable ER60880 "F78CKPT WTR OTR VEHICLES" ; +label variable ER60881 "F80D CAR REPAIR/MAINTENANCE EXPENSES" ; +label variable ER60882 "F79 ADDL CAR/LEASE PMTS" ; +label variable ER60883 "F80B GASOLINE EXPENSES" ; +label variable ER60884 "F80C PARKING EXPENSES" ; +label variable ER60885 "F81A BUS/TRAIN FARES" ; +label variable ER60886 "F81B CAB FARE EXPENSES" ; +label variable ER60887 "F81C OTR TRANSP EXPENSES" ; +label variable ER60888 "F82 WTR SCHOOL EXPENSES" ; +label variable ER60889 "F83 TOTAL SCHOOL EXPENSES" ; +label variable ER60890 "F84 WTR OTR SCHOOL EXPENSES" ; +label variable ER60891 "F86 TOTAL OTR SCHOOL EXPENSES" ; +label variable ER60892 "F87 COST OF HOME REPAIRS LAST YEAR" ; +label variable ER60893 "F87 TIME UNIT FOR HOME REPAIRS" ; +label variable ER60894 "F87A WTR $400 OR MORE" ; +label variable ER60895 "F87B WTR $1000 OR MORE" ; +label variable ER60896 "F87C WTR $100 OR MORE" ; +label variable ER60897 "F88 COST OF HHOLD FURNISHINGS LAST YEAR" ; +label variable ER60898 "F88 TIME UNIT FOR HHOLD FURNISHINGS" ; +label variable ER60899 "F88A WTR $500 OR MORE" ; +label variable ER60900 "F88B WTR $1500 OR MORE" ; +label variable ER60901 "F88C WTR $100 OR MORE" ; +label variable ER60902 "F89 COST OF CLOTHING LAST YEAR" ; +label variable ER60903 "F89 TIME UNIT FOR CLOTHING" ; +label variable ER60904 "F89A WTR $700 OR MORE" ; +label variable ER60905 "F89B WTR$1500 OR MORE" ; +label variable ER60906 "F89C WTR $200 OR MORE" ; +label variable ER60907 "F90 COST OF TRIPS, VACATIONS LAST YEAR" ; +label variable ER60908 "F90 TIME UNIT FOR TRIPS, VACATIONS" ; +label variable ER60909 "F90A WTR $500 OR MORE" ; +label variable ER60910 "F90B WTR $1500 OR MORE" ; +label variable ER60911 "F90C WTR $200 OR MORE" ; +label variable ER60912 "F91 COST OF OTR RECREATION LAST YEAR" ; +label variable ER60913 "F91 TIME UNIT FOR OTR RECREATON" ; +label variable ER60914 "F91A WTR $500 OR MORE" ; +label variable ER60915 "F91B WTR $1500 OR MORE" ; +label variable ER60916 "F91C WTR $200 OR MORE" ; +label variable ER60917 "G1A WHETHER HEAD OR SPOUSE FARMER" ; +label variable ER60918 "G2 TOTAL FARM RECEIPTS" ; +label variable ER60919 "G3 PYR FARM EXPENSES" ; +label variable ER60920 "G4 PYR NET FARM INCOME" ; +label variable ER60921 "ACCURACY OF FARM INCOME" ; +label variable ER60922 "G5 WHETHER BUSINESS" ; +label variable ER60923 "G7A 2-DIGIT INDUSTRY-BUS 1" ; +label variable ER60924 "G8 HEAD OWN BUSINESS 1?" ; +label variable ER60925 "G8 SPOUSE OWN BUSINESS 1?" ; +label variable ER60926 "G8 OTR RELATIVE OWN BUS1?" ; +label variable ER60927 "G8 OTHER PERSON OWN BUS1?" ; +label variable ER60928 "HEAD WORK IN BUSINESS 1" ; +label variable ER60929 "HEAD REPORT HRS BUSNS 1" ; +label variable ER60930 "SPOUSE WORK IN BUSINESS 1" ; +label variable ER60931 "SPOUSE REPORT HRS BUSNS 1" ; +label variable ER60932 "G10 CORP/UNINCORP BUS1" ; +label variable ER60933 "G11 GROSS RECEIPTS BUS1" ; +label variable ER60934 "G11A EXPENSES BUS 1" ; +label variable ER60935 "G11B PROFIT/LOSS BUS 1" ; +label variable ER60936 "ACCURACY OF BUSINESS1 PROFIT/LOSS" ; +label variable ER60937 "G7A 2-DIGIT INDUSTRY-BUS 2" ; +label variable ER60938 "G8 HEAD OWN BUSINESS 2?" ; +label variable ER60939 "G8 SPOUSE OWN BUSINESS 2?" ; +label variable ER60940 "G8 OTR RELATIVE OWN BUS2?" ; +label variable ER60941 "G8 OTHER PERSON OWN BUS2?" ; +label variable ER60942 "HEAD WORK IN BUSINESS 2" ; +label variable ER60943 "HEAD REPORT HRS BUSNS 2" ; +label variable ER60944 "SPOUSE WORK IN BUSINESS 2" ; +label variable ER60945 "SPOUSE REPORT HRS BUSNS 2" ; +label variable ER60946 "G10 CORP/UNINCORP BUS2" ; +label variable ER60947 "G11 GROSS RECEIPTS BUS 2" ; +label variable ER60948 "G11A EXPENSES BUS 2" ; +label variable ER60949 "G11B PROFIT/LOSS BUS 2" ; +label variable ER60950 "ACCURACY OF BUSINESS2 PROFIT/LOSS" ; +label variable ER60951 "G7A 2-DIGIT INDUSTRY-BUS 3" ; +label variable ER60952 "G8 HEAD OWN BUSINESS 3?" ; +label variable ER60953 "G8 SPOUSE OWN BUSINESS 3?" ; +label variable ER60954 "G8 OTR RELATIVE OWN BUS3?" ; +label variable ER60955 "G8 OTHER PERSON OWN BUS3?" ; +label variable ER60956 "HEAD WORK IN BUSINESS 3" ; +label variable ER60957 "HEAD REPORT HRS BUSNS 3" ; +label variable ER60958 "SPOUSE WORK IN BUSINESS 3" ; +label variable ER60959 "SPOUSE REPORT HRS BUSNS 3" ; +label variable ER60960 "G10 CORP/UNINCORP BUS3" ; +label variable ER60961 "G11 GROSS RECEIPTS BUS 3" ; +label variable ER60962 "G11A EXPENSES BUS 3" ; +label variable ER60963 "G11B PROFIT/LOSS BUS 3" ; +label variable ER60964 "ACCURACY OF BUSINESS3 PROFIT/LOSS" ; +label variable ER60965 "G7A 2-DIGIT INDUSTRY-BUS 4" ; +label variable ER60966 "G8 HEAD OWN BUSINESS 4?" ; +label variable ER60967 "G8 SPOUSE OWN BUSINESS 4?" ; +label variable ER60968 "G8 OTR RELATIVE OWN BUS4?" ; +label variable ER60969 "G8 OTHER PERSON OWN BUS4?" ; +label variable ER60970 "HEAD WORK IN BUSINESS 4" ; +label variable ER60971 "HEAD REPORT HRS BUSNS 4" ; +label variable ER60972 "SPOUSE WORK IN BUSINESS 4" ; +label variable ER60973 "SPOUSE REPORT HRS BUSNS 4" ; +label variable ER60974 "G10 CORP/UNINCORP BUS4" ; +label variable ER60975 "G11 GROSS RECEIPTS BUS 4" ; +label variable ER60976 "G11A EXPENSES BUS 4" ; +label variable ER60977 "G11B PROFIT/LOSS BUS 4" ; +label variable ER60978 "ACCURACY OF BUSINESS4 PROFIT/LOSS" ; +label variable ER60979 "G7A 2-DIGIT INDUSTRY-BUS 5" ; +label variable ER60980 "G8 HEAD OWN BUSINESS 5?" ; +label variable ER60981 "G8 SPOUSE OWN BUSINESS 5?" ; +label variable ER60982 "G8 OTR RELATIVE OWN BUS5?" ; +label variable ER60983 "G8 OTHER PERSON OWN BUS5?" ; +label variable ER60984 "HEAD WORK IN BUSINESS 5" ; +label variable ER60985 "HEAD REPORT HRS BUSNS 5" ; +label variable ER60986 "SPOUSE WORK IN BUSINESS 5" ; +label variable ER60987 "SPOUSE REPORT HRS BUSNS 5" ; +label variable ER60988 "G10 CORP/UNINCORP BUS5" ; +label variable ER60989 "G11 GROSS RECEIPTS BUS 5" ; +label variable ER60990 "G11A EXPENSES BUS 5" ; +label variable ER60991 "G11B PROFIT/LOSS BUS 5" ; +label variable ER60992 "ACCURACY OF BUSINESS5 PROFIT/LOSS" ; +label variable ER60993 "G12 WHETHER WAGES/SALARY-HEAD" ; +label variable ER60994 "G13 WAGES/SALARY-HEAD" ; +label variable ER60995 "ACCURACY OF WAGES/SALARY-HEAD" ; +label variable ER60996 "G14/16 BONUS/OT/TIPS/COMMISSION-HEAD" ; +label variable ER60997 "BONUS INCOME-HEAD" ; +label variable ER60998 "AMOUNT BONUS INCOME-HEAD" ; +label variable ER60999 "ACCURACY OF BONUS INCOME-HEAD" ; +label variable ER61000 "OVERTIME INCOME-HEAD" ; +label variable ER61001 "AMOUNT OVERTIME INCOME-HEAD" ; +label variable ER61002 "ACCURACY OF OVERTIME INCOME-HEAD" ; +label variable ER61003 "TIPS INCOME-HEAD" ; +label variable ER61004 "AMOUNT TIPS INCOME-HEAD" ; +label variable ER61005 "ACCURACY OF TIPS INCOME-HEAD" ; +label variable ER61006 "COMMISSION INCOME-HEAD" ; +label variable ER61007 "AMOUNT COMMISSION INCOME-HEAD" ; +label variable ER61008 "ACCURACY OF COMMISSION INCOME-HEAD" ; +label variable ER61009 "WHEATHER OTHER LABOR INCOME-HEAD" ; +label variable ER61010 "AMOUNT OTHER LABOR INCOME-HEAD" ; +label variable ER61011 "ACCURACY OF OTHER LABOR INCOME-HEAD" ; +label variable ER61012 "WHETHER WORK HRS FOR WAGES ETC-HEAD" ; +label variable ER61013 "G18A WTR PROFESS/TRADE INCOME-HEAD" ; +label variable ER61014 "AMOUNT PROFESS/TRADE INCOME-HEAD" ; +label variable ER61015 "AMOUNT PROFESS/TRADE INCOME PER-HEAD" ; +label variable ER61016 "ACCURACY OF PROFESS/TRADE INCOME-HEAD" ; +label variable ER61017 "PROFESS/TRADE INCOME JAN-HEAD" ; +label variable ER61018 "PROFESS/TRADE INCOME FEB-HEAD" ; +label variable ER61019 "PROFESS/TRADE INCOME MAR-HEAD" ; +label variable ER61020 "PROFESS/TRADE INCOME APR-HEAD" ; +label variable ER61021 "PROFESS/TRADE INCOME MAY-HEAD" ; +label variable ER61022 "PROFESS/TRADE INCOME JUN-HEAD" ; +label variable ER61023 "PROFESS/TRADE INCOME JUL-HEAD" ; +label variable ER61024 "PROFESS/TRADE INCOME AUG-HEAD" ; +label variable ER61025 "PROFESS/TRADE INCOME SEP-HEAD" ; +label variable ER61026 "PROFESS/TRADE INCOME OCT-HEAD" ; +label variable ER61027 "PROFESS/TRADE INCOME NOV-HEAD" ; +label variable ER61028 "PROFESS/TRADE INCOME DEC-HEAD" ; +label variable ER61029 "G21A WTR WORK HRS FOR PROFESS/TRADE-HD" ; +label variable ER61030 "G23 WTR INCLUDED INCOME XTRA JOB-HEAD" ; +label variable ER61031 "AMOUNT XTRA JOB INCOME-HEAD" ; +label variable ER61032 "ACCURACY XTRA JOB INCOME-HEAD" ; +label variable ER61033 "G25A WHETHER RENT INCOME-HEAD" ; +label variable ER61034 "AMOUNT OF RENT INCOME-HEAD" ; +label variable ER61035 "AMOUNT OF RENT INCOME PER-HEAD" ; +label variable ER61036 "ACCURACY OF RENT INCOME-HEAD" ; +label variable ER61037 "G26A2 WTR RENT INCOME JOINT WITH SPOUSE" ; +label variable ER61038 "RENT INCOME JAN-HEAD" ; +label variable ER61039 "RENT INCOME FEB-HEAD" ; +label variable ER61040 "RENT INCOME MAR-HEAD" ; +label variable ER61041 "RENT INCOME APR-HEAD" ; +label variable ER61042 "RENT INCOME MAY-HEAD" ; +label variable ER61043 "RENT INCOME JUN-HEAD" ; +label variable ER61044 "RENT INCOME JUL-HEAD" ; +label variable ER61045 "RENT INCOME AUG-HEAD" ; +label variable ER61046 "RENT INCOME SEP-HEAD" ; +label variable ER61047 "RENT INCOME OCT-HEAD" ; +label variable ER61048 "RENT INCOME NOV-HEAD" ; +label variable ER61049 "RENT INCOME DEC-HEAD" ; +label variable ER61050 "G25B WHETHER DIVIDENDS INCOME-HEAD" ; +label variable ER61051 "DIVIDENDS INCOME-HEAD" ; +label variable ER61052 "DIVIDENDS INCOME PER-HEAD" ; +label variable ER61053 "ACCURACY OF DIVIDENDS INCOME-HEAD" ; +label variable ER61054 "G26B2 WTR DIVIDENDS JOINT WITH SPOUSE" ; +label variable ER61055 "DIVIDEND INCOME JAN-HEAD" ; +label variable ER61056 "DIVIDEND INCOME FEB-HEAD" ; +label variable ER61057 "DIVIDEND INCOME MAR-HEAD" ; +label variable ER61058 "DIVIDEND INCOME APR-HEAD" ; +label variable ER61059 "DIVIDEND INCOME MAY-HEAD" ; +label variable ER61060 "DIVIDEND INCOME JUN-HEAD" ; +label variable ER61061 "DIVIDEND INCOME JUL-HEAD" ; +label variable ER61062 "DIVIDEND INCOME AUG-HEAD" ; +label variable ER61063 "DIVIDEND INCOME SEP-HEAD" ; +label variable ER61064 "DIVIDEND INCOME OCT-HEAD" ; +label variable ER61065 "DIVIDEND INCOME NOV-HEAD" ; +label variable ER61066 "DIVIDEND INCOME DEC-HEAD" ; +label variable ER61067 "G25C WHETHER INTEREST INCOME-HEAD" ; +label variable ER61068 "AMOUNT OF INTEREST INCOME-HEAD" ; +label variable ER61069 "AMOUNT OF INTEREST INCOME PER-HEAD" ; +label variable ER61070 "ACCURACY OF INTEREST INCOME-HEAD" ; +label variable ER61071 "G26C2 WTR INTEREST JOINT WITH SPOUSE" ; +label variable ER61072 "INTEREST INCOME JAN-HEAD" ; +label variable ER61073 "INTEREST INCOME FEB-HEAD" ; +label variable ER61074 "INTEREST INCOME MAR-HEAD" ; +label variable ER61075 "INTEREST INCOME APR-HEAD" ; +label variable ER61076 "INTEREST INCOME MAY-HEAD" ; +label variable ER61077 "INTEREST INCOME JUN-HEAD" ; +label variable ER61078 "INTEREST INCOME JUL-HEAD" ; +label variable ER61079 "INTEREST INCOME AUG-HEAD" ; +label variable ER61080 "INTEREST INCOME SEP-HEAD" ; +label variable ER61081 "INTEREST INCOME OCT-HEAD" ; +label variable ER61082 "INTEREST INCOME NOV-HEAD" ; +label variable ER61083 "INTEREST INCOME DEC-HEAD" ; +label variable ER61084 "G25D WHETHER TRUST FUND INCOME-HEAD" ; +label variable ER61085 "AMOUNT TRUST FUND INCOME-HEAD" ; +label variable ER61086 "AMOUNT TRUST FUND INCOME PER-HEAD" ; +label variable ER61087 "ACCURACY OF TRUST FUND INCOME-HEAD" ; +label variable ER61088 "TRUST FUND/ROYALTY INCOME JAN-HEAD" ; +label variable ER61089 "TRUST FUND/ROYALTY INCOME FEB-HEAD" ; +label variable ER61090 "TRUST FUND/ROYALTY INCOME MAR-HEAD" ; +label variable ER61091 "TRUST FUND/ROYALTY INCOME APR-HEAD" ; +label variable ER61092 "TRUST FUND/ROYALTY INCOME MAY-HEAD" ; +label variable ER61093 "TRUST FUND/ROYALTY INCOME JUN-HEAD" ; +label variable ER61094 "TRUST FUND/ROYALTY INCOME JUL-HEAD" ; +label variable ER61095 "TRUST FUND/ROYALTY INCOME AUG-HEAD" ; +label variable ER61096 "TRUST FUND/ROYALTY INCOME SEP-HEAD" ; +label variable ER61097 "TRUST FUND/ROYALTY INCOME OCT-HEAD" ; +label variable ER61098 "TRUST FUND/ROYALTY INCOME NOV-HEAD" ; +label variable ER61099 "TRUST FUND/ROYALTY INCOME DEC-HEAD" ; +label variable ER61100 "G25ECKPT WTR WAGES/SALARY LE $25,000-HD" ; +label variable ER61101 "G25E WHETHER ADC/TANF INCOME-HEAD" ; +label variable ER61102 "AMOUNT ADC/TANF INCOME-HEAD" ; +label variable ER61103 "AMOUNT ADC/TANF INCOME PER-HEAD" ; +label variable ER61104 "ACCURACY OF ADC/TANF INCOME-HEAD" ; +label variable ER61105 "ADC/TANF INCOME JAN-HEAD" ; +label variable ER61106 "ADC/TANF INCOME FEB-HEAD" ; +label variable ER61107 "ADC/TANF INCOME MAR-HEAD" ; +label variable ER61108 "ADC/TANF INCOME APR-HEAD" ; +label variable ER61109 "ADC/TANF INCOME MAY-HEAD" ; +label variable ER61110 "ADC/TANF INCOME JUN-HEAD" ; +label variable ER61111 "ADC/TANF INCOME JUL-HEAD" ; +label variable ER61112 "ADC/TANF INCOME AUG-HEAD" ; +label variable ER61113 "ADC/TANF INCOME SEP-HEAD" ; +label variable ER61114 "ADC/TANF INCOME OCT-HEAD" ; +label variable ER61115 "ADC/TANF INCOME NOV-HEAD" ; +label variable ER61116 "ADC/TANF INCOME DEC-HEAD" ; +label variable ER61117 "G25F WHETHER SSI INCOME-HEAD" ; +label variable ER61118 "HEAD SSI SELF/SOMEONE ELSE/BOTH" ; +label variable ER61119 "AMOUNT SSI INCOME-HEAD" ; +label variable ER61120 "AMOUNT SSI INCOME PER-HEAD" ; +label variable ER61121 "ACCURACY OF SSI INCOME-HEAD" ; +label variable ER61122 "SSI INCOME JAN-HEAD" ; +label variable ER61123 "SSI INCOME FEB-HEAD" ; +label variable ER61124 "SSI INCOME MAR-HEAD" ; +label variable ER61125 "SSI INCOME APR-HEAD" ; +label variable ER61126 "SSI INCOME MAY-HEAD" ; +label variable ER61127 "SSI INCOME JUN-HEAD" ; +label variable ER61128 "SSI INCOME JUL-HEAD" ; +label variable ER61129 "SSI INCOME AUG-HEAD" ; +label variable ER61130 "SSI INCOME SEP-HEAD" ; +label variable ER61131 "SSI INCOME OCT-HEAD" ; +label variable ER61132 "SSI INCOME NOV-HEAD" ; +label variable ER61133 "SSI INCOME DEC-HEAD" ; +label variable ER61134 "G25G WTR OTHER WELFARE INCOME-HEAD" ; +label variable ER61135 "AMOUNT OTHER WELFARE INCOME-HEAD" ; +label variable ER61136 "AMOUNT OTHER WELFARE INCOME PER-HEAD" ; +label variable ER61137 "ACCURACY OF OTHER WELFARE INCOME-HEAD" ; +label variable ER61138 "OTHER WELFARE INCOME JAN-HEAD" ; +label variable ER61139 "OTHER WELFARE INCOME FEB-HEAD" ; +label variable ER61140 "OTHER WELFARE INCOME MAR-HEAD" ; +label variable ER61141 "OTHER WELFARE INCOME APR-HEAD" ; +label variable ER61142 "OTHER WELFARE INCOME MAY-HEAD" ; +label variable ER61143 "OTHER WELFARE INCOME JUN-HEAD" ; +label variable ER61144 "OTHER WELFARE INCOME JUL-HEAD" ; +label variable ER61145 "OTHER WELFARE INCOME AUG-HEAD" ; +label variable ER61146 "OTHER WELFARE INCOME SEP-HEAD" ; +label variable ER61147 "OTHER WELFARE INCOME OCT-HEAD" ; +label variable ER61148 "OTHER WELFARE INCOME NOV-HEAD" ; +label variable ER61149 "OTHER WELFARE INCOME DEC-HEAD" ; +label variable ER61150 "G31 ANY FU MEMBER GET SOCSEC" ; +label variable ER61151 "G37A WTR VA PENSION SVCMEN TYPE-HD" ; +label variable ER61152 "G37A WTR VA PENSION DISABILITY TYPE-HD" ; +label variable ER61153 "G37A WTR VA PENSION GI BILL TYPE-HD" ; +label variable ER61154 "G37A WTR VA PENSION OTHER TYPE-HD" ; +label variable ER61155 "AMOUNT VA PENSION INCOME-HEAD" ; +label variable ER61156 "AMOUNT VA PENSION INCOME PER-HEAD" ; +label variable ER61157 "ACCURACY OF VA PENSION INCOME-HEAD" ; +label variable ER61158 "VA PENSION INCOME JAN-HEAD" ; +label variable ER61159 "VA PENSION INCOME FEB-HEAD" ; +label variable ER61160 "VA PENSION INCOME MAR-HEAD" ; +label variable ER61161 "VA PENSION INCOME APR-HEAD" ; +label variable ER61162 "VA PENSION INCOME MAY-HEAD" ; +label variable ER61163 "VA PENSION INCOME JUN-HEAD" ; +label variable ER61164 "VA PENSION INCOME JUL-HEAD" ; +label variable ER61165 "VA PENSION INCOME AUG-HEAD" ; +label variable ER61166 "VA PENSION INCOME SEP-HEAD" ; +label variable ER61167 "VA PENSION INCOME OCT-HEAD" ; +label variable ER61168 "VA PENSION INCOME NOV-HEAD" ; +label variable ER61169 "VA PENSION INCOME DEC-HEAD" ; +label variable ER61170 "G40A WTR NONVA RETIREMT-HEAD" ; +label variable ER61171 "AMOUNT NONVA RETIREMENT-HEAD" ; +label variable ER61172 "AMOUNT NONVA RETIREMENT PER-HEAD" ; +label variable ER61173 "ACCURACY OF NONVA RETIREMENT-HEAD" ; +label variable ER61174 "NONVA RETIREMENT INCOME JAN-HEAD" ; +label variable ER61175 "NONVA RETIREMENT INCOME FEB-HEAD" ; +label variable ER61176 "NONVA RETIREMENT INCOME MAR-HEAD" ; +label variable ER61177 "NONVA RETIREMENT INCOME APR-HEAD" ; +label variable ER61178 "NONVA RETIREMENT INCOME MAY-HEAD" ; +label variable ER61179 "NONVA RETIREMENT INCOME JUN-HEAD" ; +label variable ER61180 "NONVA RETIREMENT INCOME JUL-HEAD" ; +label variable ER61181 "NONVA RETIREMENT INCOME AUG-HEAD" ; +label variable ER61182 "NONVA RETIREMENT INCOME SEP-HEAD" ; +label variable ER61183 "NONVA RETIREMENT INCOME OCT-HEAD" ; +label variable ER61184 "NONVA RETIREMENT INCOME NOV-HEAD" ; +label variable ER61185 "NONVA RETIREMENT INCOME DEC-HEAD" ; +label variable ER61186 "G40B WTR ANNUITIES INCOME-HEAD" ; +label variable ER61187 "AMOUNT ANNUITIES INCOME-HEAD" ; +label variable ER61188 "AMOUNT ANNUITIES INCOME PER-HEAD" ; +label variable ER61189 "ACCURACY ANNUITIES INCOME-HEAD" ; +label variable ER61190 "ANNUITIES INCOME JAN-HEAD" ; +label variable ER61191 "ANNUITIES INCOME FEB-HEAD" ; +label variable ER61192 "ANNUITIES INCOME MAR-HEAD" ; +label variable ER61193 "ANNUITIES INCOME APR-HEAD" ; +label variable ER61194 "ANNUITIES INCOME MAY-HEAD" ; +label variable ER61195 "ANNUITIES INCOME JUN-HEAD" ; +label variable ER61196 "ANNUITIES INCOME JUL-HEAD" ; +label variable ER61197 "ANNUITIES INCOME AUG-HEAD" ; +label variable ER61198 "ANNUITIES INCOME SEP-HEAD" ; +label variable ER61199 "ANNUITIES INCOME OCT-HEAD" ; +label variable ER61200 "ANNUITIES INCOME NOV-HEAD" ; +label variable ER61201 "ANNUITIES INCOME DEC-HEAD" ; +label variable ER61202 "G40C WTR OTR PENSION INCOME-HEAD" ; +label variable ER61203 "AMOUNT OTR PENSION INCOME-HEAD" ; +label variable ER61204 "AMOUNT OTR PENSION INCOME PER-HEAD" ; +label variable ER61205 "ACCURACY OF OTR PENSION INCOME-HEAD" ; +label variable ER61206 "OTHER PENSION INCOME JAN-HEAD" ; +label variable ER61207 "OTHER PENSION INCOME FEB-HEAD" ; +label variable ER61208 "OTHER PENSION INCOME MAR-HEAD" ; +label variable ER61209 "OTHER PENSION INCOME APR-HEAD" ; +label variable ER61210 "OTHER PENSION INCOME MAY-HEAD" ; +label variable ER61211 "OTHER PENSION INCOME JUN-HEAD" ; +label variable ER61212 "OTHER PENSION INCOME JUL-HEAD" ; +label variable ER61213 "OTHER PENSION INCOME AUG-HEAD" ; +label variable ER61214 "OTHER PENSION INCOME SEP-HEAD" ; +label variable ER61215 "OTHER PENSION INCOME OCT-HEAD" ; +label variable ER61216 "OTHER PENSION INCOME NOV-HEAD" ; +label variable ER61217 "OTHER PENSION INCOME DEC-HEAD" ; +label variable ER61218 "G40D WHETHER IRA INCOME-HEAD" ; +label variable ER61219 "AMOUNT IRA INCOME-HEAD" ; +label variable ER61220 "AMOUNT IRA INCOME PER-HEAD" ; +label variable ER61221 "ACCURACY OF IRA INCOME-HEAD" ; +label variable ER61222 "IRA INCOME JAN-HEAD" ; +label variable ER61223 "IRA INCOME FEB-HEAD" ; +label variable ER61224 "IRA INCOME MAR-HEAD" ; +label variable ER61225 "IRA INCOME APR-HEAD" ; +label variable ER61226 "IRA INCOME MAY-HEAD" ; +label variable ER61227 "IRA INCOME JUN-HEAD" ; +label variable ER61228 "IRA INCOME JUL-HEAD" ; +label variable ER61229 "IRA INCOME AUG-HEAD" ; +label variable ER61230 "IRA INCOME SEP-HEAD" ; +label variable ER61231 "IRA INCOME OCT-HEAD" ; +label variable ER61232 "IRA INCOME NOV-HEAD" ; +label variable ER61233 "IRA INCOME DEC-HEAD" ; +label variable ER61234 "G43 NUM OF NON VA PENSN-HEAD" ; +label variable ER61235 "G44A WTR UNEMPLOY COMP-HEAD" ; +label variable ER61236 "AMOUNT UNEMPLOY COMP-HEAD" ; +label variable ER61237 "AMOUNT UNEMPLOY COMP PER-HEAD" ; +label variable ER61238 "ACCURACY OF UNEMPL COMP-HEAD" ; +label variable ER61239 "UNEMPLOYMENT INCOME JAN-HEAD" ; +label variable ER61240 "UNEMPLOYMENT INCOME FEB-HEAD" ; +label variable ER61241 "UNEMPLOYMENT INCOME MAR-HEAD" ; +label variable ER61242 "UNEMPLOYMENT INCOME APR-HEAD" ; +label variable ER61243 "UNEMPLOYMENT INCOME MAY-HEAD" ; +label variable ER61244 "UNEMPLOYMENT INCOME JUN-HEAD" ; +label variable ER61245 "UNEMPLOYMENT INCOME JUL-HEAD" ; +label variable ER61246 "UNEMPLOYMENT INCOME AUG-HEAD" ; +label variable ER61247 "UNEMPLOYMENT INCOME SEP-HEAD" ; +label variable ER61248 "UNEMPLOYMENT INCOME OCT-HEAD" ; +label variable ER61249 "UNEMPLOYMENT INCOME NOV-HEAD" ; +label variable ER61250 "UNEMPLOYMENT INCOME DEC-HEAD" ; +label variable ER61251 "G44B WTR WORKERS COMP-HEAD" ; +label variable ER61252 "AMOUNT WORKERS COMP-HEAD" ; +label variable ER61253 "AMOUNT WORKERS COMP PER-HEAD" ; +label variable ER61254 "ACCURACY OF WORKERS COMP-HEAD" ; +label variable ER61255 "WORKERS COMP INCOME JAN-HEAD" ; +label variable ER61256 "WORKERS COMP INCOME FEB-HEAD" ; +label variable ER61257 "WORKERS COMP INCOME MAR-HEAD" ; +label variable ER61258 "WORKERS COMP INCOME APR-HEAD" ; +label variable ER61259 "WORKERS COMP INCOME MAY-HEAD" ; +label variable ER61260 "WORKERS COMP INCOME JUN-HEAD" ; +label variable ER61261 "WORKERS COMP INCOME JUL-HEAD" ; +label variable ER61262 "WORKERS COMP INCOME AUG-HEAD" ; +label variable ER61263 "WORKERS COMP INCOME SEP-HEAD" ; +label variable ER61264 "WORKERS COMP INCOME OCT-HEAD" ; +label variable ER61265 "WORKERS COMP INCOME NOV-HEAD" ; +label variable ER61266 "WORKERS COMP INCOME DEC-HEAD" ; +label variable ER61267 "G44C WTR CHILD SUPPORT INCOME-HEAD" ; +label variable ER61268 "AMOUNT CHILD SUPPORT INCOME-HEAD" ; +label variable ER61269 "AMOUNT CHILD SUPPORT INCOME PER-HEAD" ; +label variable ER61270 "ACCURACY OF CHILD SUPPORT INCOME-HEAD" ; +label variable ER61271 "CHILD SUPPORT INCOME JAN-HEAD" ; +label variable ER61272 "CHILD SUPPORT INCOME FEB-HEAD" ; +label variable ER61273 "CHILD SUPPORT INCOME MAR-HEAD" ; +label variable ER61274 "CHILD SUPPORT INCOME APR-HEAD" ; +label variable ER61275 "CHILD SUPPORT INCOME MAY-HEAD" ; +label variable ER61276 "CHILD SUPPORT INCOME JUN-HEAD" ; +label variable ER61277 "CHILD SUPPORT INCOME JUL-HEAD" ; +label variable ER61278 "CHILD SUPPORT INCOME AUG-HEAD" ; +label variable ER61279 "CHILD SUPPORT INCOME SEP-HEAD" ; +label variable ER61280 "CHILD SUPPORT INCOME OCT-HEAD" ; +label variable ER61281 "CHILD SUPPORT INCOME NOV-HEAD" ; +label variable ER61282 "CHILD SUPPORT INCOME DEC-HEAD" ; +label variable ER61283 "G44D WTR ALIMONY INCOME-HEAD" ; +label variable ER61284 "AMOUNT ALIMONY INCOME-HEAD" ; +label variable ER61285 "AMOUNT ALIMONY INCOME PER-HEAD" ; +label variable ER61286 "ACCURACY OF ALIMONY INCOME-HEAD" ; +label variable ER61287 "ALIMONY INCOME JAN-HEAD" ; +label variable ER61288 "ALIMONY INCOME FEB-HEAD" ; +label variable ER61289 "ALIMONY INCOME MAR-HEAD" ; +label variable ER61290 "ALIMONY INCOME APR-HEAD" ; +label variable ER61291 "ALIMONY INCOME MAY-HEAD" ; +label variable ER61292 "ALIMONY INCOME JUN-HEAD" ; +label variable ER61293 "ALIMONY INCOME JUL-HEAD" ; +label variable ER61294 "ALIMONY INCOME AUG-HEAD" ; +label variable ER61295 "ALIMONY INCOME SEP-HEAD" ; +label variable ER61296 "ALIMONY INCOME OCT-HEAD" ; +label variable ER61297 "ALIMONY INCOME NOV-HEAD" ; +label variable ER61298 "ALIMONY INCOME DEC-HEAD" ; +label variable ER61299 "G44E WTR HELP FROM RELATIVES-HEAD" ; +label variable ER61300 "AMOUNT HELP FROM RELATIVES-HEAD" ; +label variable ER61301 "AMOUNT HELP FROM RELATIVES PER-HEAD" ; +label variable ER61302 "ACCURACY OF HELP FROM RELATIVES-HEAD" ; +label variable ER61303 "HELP FROM RELATIVE JAN-HEAD" ; +label variable ER61304 "HELP FROM RELATIVE FEB-HEAD" ; +label variable ER61305 "HELP FROM RELATIVE MAR-HEAD" ; +label variable ER61306 "HELP FROM RELATIVE APR-HEAD" ; +label variable ER61307 "HELP FROM RELATIVE MAY-HEAD" ; +label variable ER61308 "HELP FROM RELATIVE JUN-HEAD" ; +label variable ER61309 "HELP FROM RELATIVE JUL-HEAD" ; +label variable ER61310 "HELP FROM RELATIVE AUG-HEAD" ; +label variable ER61311 "HELP FROM RELATIVE SEP-HEAD" ; +label variable ER61312 "HELP FROM RELATIVE OCT-HEAD" ; +label variable ER61313 "HELP FROM RELATIVE NOV-HEAD" ; +label variable ER61314 "HELP FROM RELATIVE DEC-HEAD" ; +label variable ER61315 "G44F WTR HELP FROM OTHERS-HEAD" ; +label variable ER61316 "AMOUNT HELP FROM OTHERS-HEAD" ; +label variable ER61317 "AMOUNT HELP FROM OTHERS PER-HEAD" ; +label variable ER61318 "ACCURACY OF HELP FROM OTHERS-HEAD" ; +label variable ER61319 "HELP FROM OTHERS JAN-HEAD" ; +label variable ER61320 "HELP FROM OTHERS FEB-HEAD" ; +label variable ER61321 "HELP FROM OTHERS MAR-HEAD" ; +label variable ER61322 "HELP FROM OTHERS APR-HEAD" ; +label variable ER61323 "HELP FROM OTHERS MAY-HEAD" ; +label variable ER61324 "HELP FROM OTHERS JUN-HEAD" ; +label variable ER61325 "HELP FROM OTHERS JUL-HEAD" ; +label variable ER61326 "HELP FROM OTHERS AUG-HEAD" ; +label variable ER61327 "HELP FROM OTHERS SEP-HEAD" ; +label variable ER61328 "HELP FROM OTHERS OCT-HEAD" ; +label variable ER61329 "HELP FROM OTHERS NOV-HEAD" ; +label variable ER61330 "HELP FROM OTHERS DEC-HEAD" ; +label variable ER61331 "G44G WTR ANY OTHER INCOME-HEAD" ; +label variable ER61332 "AMOUNT ANY OTHER INCOME-HEAD" ; +label variable ER61333 "AMOUNT ANY OTHER INCOME PER-HEAD" ; +label variable ER61334 "ACCURACY OF ANY OTHER INCOME-HEAD" ; +label variable ER61335 "ANY OTHER INCOME JAN-HEAD" ; +label variable ER61336 "ANY OTHER INCOME FEB-HEAD" ; +label variable ER61337 "ANY OTHER INCOME MAR-HEAD" ; +label variable ER61338 "ANY OTHER INCOME APR-HEAD" ; +label variable ER61339 "ANY OTHER INCOME MAY-HEAD" ; +label variable ER61340 "ANY OTHER INCOME JUN-HEAD" ; +label variable ER61341 "ANY OTHER INCOME JUL-HEAD" ; +label variable ER61342 "ANY OTHER INCOME AUG-HEAD" ; +label variable ER61343 "ANY OTHER INCOME SEP-HEAD" ; +label variable ER61344 "ANY OTHER INCOME OCT-HEAD" ; +label variable ER61345 "ANY OTHER INCOME NOV-HEAD" ; +label variable ER61346 "ANY OTHER INCOME DEC-HEAD" ; +label variable ER61347 "G49 WTR SPOUSE IN FU NOW" ; +label variable ER61348 "G50 WHETHER WAGES/SALARY-SPOUSE" ; +label variable ER61349 "G52 WAGES/SALARY OF SPOUSE" ; +label variable ER61350 "ACCURACY OF WAGES/SALARY-SPOUSE" ; +label variable ER61351 "G52C/D BONUS/OT/TIPS/COMMISSION - SPOUSE" ; +label variable ER61352 "BONUS INCOME-SPOUSE" ; +label variable ER61353 "AMOUNT BONUS INCOME-SPOUSE" ; +label variable ER61354 "ACCURACY OF BONUS INCOME-SPOUSE" ; +label variable ER61355 "OVERTIME INCOME-SPOUSE" ; +label variable ER61356 "AMOUNT OVERTIME INCOME-SPOUSE" ; +label variable ER61357 "ACCURACY OF OVERTIME INCOME-SPOUSE" ; +label variable ER61358 "TIPS INCOME-SPOUSE" ; +label variable ER61359 "AMOUNT TIPS INCOME-SPOUSE" ; +label variable ER61360 "ACCURACY OF TIPS INCOME-SPOUSE" ; +label variable ER61361 "COMMISSION INCOME-SPOUSE" ; +label variable ER61362 "AMOUNT COMMISSION INCOME-SPOUSE" ; +label variable ER61363 "ACCURACY OF COMMISSION INCOME-SPOUSE" ; +label variable ER61364 "WHETHER OTHER LABOR INCOME-SPOUSE" ; +label variable ER61365 "AMOUNT OTHER LABOR INCOME-SPOUSE" ; +label variable ER61366 "ACCURACY OF OTHER LABOR INCOME-SPOUSE" ; +label variable ER61367 "WHETHER WORK HRS FOR WAGES ETC-SPOUSE" ; +label variable ER61368 "G52P WTR PROFESS/TRADE INCOME-SPOUSE" ; +label variable ER61369 "AMOUNT PROFESS/TRADE INCOME-SPOUSE" ; +label variable ER61370 "AMOUNT PROFESS/TRADE INCOME PER-SPOUSE" ; +label variable ER61371 "ACCURACY OF PROFESS/TRADE INCOME-SPOUSE" ; +label variable ER61372 "PROFESS/TRADE INCOME JAN-SPOUSE" ; +label variable ER61373 "PROFESS/TRADE INCOME FEB-SPOUSE" ; +label variable ER61374 "PROFESS/TRADE INCOME MAR-SPOUSE" ; +label variable ER61375 "PROFESS/TRADE INCOME APR-SPOUSE" ; +label variable ER61376 "PROFESS/TRADE INCOME MAY-SPOUSE" ; +label variable ER61377 "PROFESS/TRADE INCOME JUN-SPOUSE" ; +label variable ER61378 "PROFESS/TRADE INCOME JUL-SPOUSE" ; +label variable ER61379 "PROFESS/TRADE INCOME AUG-SPOUSE" ; +label variable ER61380 "PROFESS/TRADE INCOME SEP-SPOUSE" ; +label variable ER61381 "PROFESS/TRADE INCOME OCT-SPOUSE" ; +label variable ER61382 "PROFESS/TRADE INCOME NOV-SPOUSE" ; +label variable ER61383 "PROFESS/TRADE INCOME DEC-SPOUSE" ; +label variable ER61384 "WTR WORK HRS PRO PRACTICE/TRADE-SPOUSE" ; +label variable ER61385 "G52U WTR INCLUDED INCOME XTRA JOB-SPOUSE" ; +label variable ER61386 "AMOUNT XTRA JOB INCOME-SPOUSE" ; +label variable ER61387 "ACCURACY XTRA JOB INCOME-SPOUSE" ; +label variable ER61388 "G53 WTR UNEMPLOYMENT INCOME-SPOUSE" ; +label variable ER61389 "AMOUNT UNEMPLOYMENT INCOME-SPOUSE" ; +label variable ER61390 "AMOUNT UNEMPLOYMENT INCOME PER-SPOUSE" ; +label variable ER61391 "ACCURACY OF UNEMPLOYMENT INCOME-SPOUSE" ; +label variable ER61392 "UNEMPLOYMENT INCOME JAN-SPOUSE" ; +label variable ER61393 "UNEMPLOYMENT INCOME FEB-SPOUSE" ; +label variable ER61394 "UNEMPLOYMENT INCOME MAR-SPOUSE" ; +label variable ER61395 "UNEMPLOYMENT INCOME APR-SPOUSE" ; +label variable ER61396 "UNEMPLOYMENT INCOME MAY-SPOUSE" ; +label variable ER61397 "UNEMPLOYMENT INCOME JUN-SPOUSE" ; +label variable ER61398 "UNEMPLOYMENT INCOME JUL-SPOUSE" ; +label variable ER61399 "UNEMPLOYMENT INCOME AUG-SPOUSE" ; +label variable ER61400 "UNEMPLOYMENT INCOME SEP-SPOUSE" ; +label variable ER61401 "UNEMPLOYMENT INCOME OCT-SPOUSE" ; +label variable ER61402 "UNEMPLOYMENT INCOME NOV-SPOUSE" ; +label variable ER61403 "UNEMPLOYMENT INCOME DEC-SPOUSE" ; +label variable ER61404 "G56 WHETHER WORKERS COMP SPOUSE" ; +label variable ER61405 "WORKERS COMP INCOME-SPOUSE" ; +label variable ER61406 "WORKERS COMP INCOME PER-SPOUSE" ; +label variable ER61407 "ACCURACY OF WORKERS COMP INCOME-SPOUSE" ; +label variable ER61408 "WORKERS COMP INCOME JAN-SPOUSE" ; +label variable ER61409 "WORKERS COMP INCOME FEB-SPOUSE" ; +label variable ER61410 "WORKERS COMP INCOME MAR-SPOUSE" ; +label variable ER61411 "WORKERS COMP INCOME APR-SPOUSE" ; +label variable ER61412 "WORKERS COMP INCOME MAY-SPOUSE" ; +label variable ER61413 "WORKERS COMP INCOME JUN-SPOUSE" ; +label variable ER61414 "WORKERS COMP INCOME JUL-SPOUSE" ; +label variable ER61415 "WORKERS COMP INCOME AUG-SPOUSE" ; +label variable ER61416 "WORKERS COMP INCOME SEP-SPOUSE" ; +label variable ER61417 "WORKERS COMP INCOME OCT-SPOUSE" ; +label variable ER61418 "WORKERS COMP INCOME NOV-SPOUSE" ; +label variable ER61419 "WORKERS COMP INCOME DEC-SPOUSE" ; +label variable ER61420 "G59A WHETHER RENT INCOME-SPOUSE" ; +label variable ER61421 "AMOUNT RENT INCOME-SPOUSE" ; +label variable ER61422 "AMOUNT RENT INCOME PER-SPOUSE" ; +label variable ER61423 "ACCURACY OF RENT INCOME-SPOUSE" ; +label variable ER61424 "G59A3 WTR RENT ADDITIONAL TO HEAD AMT" ; +label variable ER61425 "RENT INCOME JAN-SPOUSE" ; +label variable ER61426 "RENT INCOME FEB-SPOUSE" ; +label variable ER61427 "RENT INCOME MAR-SPOUSE" ; +label variable ER61428 "RENT INCOME APR-SPOUSE" ; +label variable ER61429 "RENT INCOME MAY-SPOUSE" ; +label variable ER61430 "RENT INCOME JUN-SPOUSE" ; +label variable ER61431 "RENT INCOME JUL-SPOUSE" ; +label variable ER61432 "RENT INCOME AUG-SPOUSE" ; +label variable ER61433 "RENT INCOME SEP-SPOUSE" ; +label variable ER61434 "RENT INCOME OCT-SPOUSE" ; +label variable ER61435 "RENT INCOME NOV-SPOUSE" ; +label variable ER61436 "RENT INCOME DEC-SPOUSE" ; +label variable ER61437 "G59B WHETHER DIVIDEND INCOME-SPOUSE" ; +label variable ER61438 "AMOUNT DIVIDEND INCOME-SPOUSE" ; +label variable ER61439 "AMOUNT DIVIDEND INCOME PER-SPOUSE" ; +label variable ER61440 "ACCURACY OF DIVIDEND INCOME-SPOUSE" ; +label variable ER61441 "G59B3 WTR DIVS ADDITIONAL TO HEAD AMT" ; +label variable ER61442 "DIVIDEND INCOME JAN-SPOUSE" ; +label variable ER61443 "DIVIDEND INCOME FEB-SPOUSE" ; +label variable ER61444 "DIVIDEND INCOME MAR-SPOUSE" ; +label variable ER61445 "DIVIDEND INCOME APR-SPOUSE" ; +label variable ER61446 "DIVIDEND INCOME MAY-SPOUSE" ; +label variable ER61447 "DIVIDEND INCOME JUN-SPOUSE" ; +label variable ER61448 "DIVIDEND INCOME JUL-SPOUSE" ; +label variable ER61449 "DIVIDEND INCOME AUG-SPOUSE" ; +label variable ER61450 "DIVIDEND INCOME SEP-SPOUSE" ; +label variable ER61451 "DIVIDEND INCOME OCT-SPOUSE" ; +label variable ER61452 "DIVIDEND INCOME NOV-SPOUSE" ; +label variable ER61453 "DIVIDEND INCOME DEC-SPOUSE" ; +label variable ER61454 "G59C WHETHER INTEREST INCOME-SPOUSE" ; +label variable ER61455 "AMOUNT INTEREST INCOME-SPOUSE" ; +label variable ER61456 "AMOUNT INTEREST INCOME PER-SPOUSE" ; +label variable ER61457 "ACCURACY OF INTEREST INCOME-SPOUSE" ; +label variable ER61458 "G59C3 WTR INTEREST ADDITNL TO HEAD AMT" ; +label variable ER61459 "INTEREST INCOME JAN-SPOUSE" ; +label variable ER61460 "INTEREST INCOME FEB-SPOUSE" ; +label variable ER61461 "INTEREST INCOME MAR-SPOUSE" ; +label variable ER61462 "INTEREST INCOME APR-SPOUSE" ; +label variable ER61463 "INTEREST INCOME MAY-SPOUSE" ; +label variable ER61464 "INTEREST INCOME JUN-SPOUSE" ; +label variable ER61465 "INTEREST INCOME JUL-SPOUSE" ; +label variable ER61466 "INTEREST INCOME AUG-SPOUSE" ; +label variable ER61467 "INTEREST INCOME SEP-SPOUSE" ; +label variable ER61468 "INTEREST INCOME OCT-SPOUSE" ; +label variable ER61469 "INTEREST INCOME NOV-SPOUSE" ; +label variable ER61470 "INTEREST INCOME DEC-SPOUSE" ; +label variable ER61471 "G59D WTR TRUST FUND INCOME-SPOUSE" ; +label variable ER61472 "AMOUNT TRUST INCOME-SPOUSE" ; +label variable ER61473 "AMOUNT TRUST FUND INCOME PER-SPOUSE" ; +label variable ER61474 "ACCURACY OF TRUST FUND INCOME-SPOUSE" ; +label variable ER61475 "TRUST INCOME JAN-SPOUSE" ; +label variable ER61476 "TRUST INCOME FEB-SPOUSE" ; +label variable ER61477 "TRUST INCOME MAR-SPOUSE" ; +label variable ER61478 "TRUST INCOME APR-SPOUSE" ; +label variable ER61479 "TRUST INCOME MAY-SPOUSE" ; +label variable ER61480 "TRUST INCOME JUN-SPOUSE" ; +label variable ER61481 "TRUST INCOME JUL-SPOUSE" ; +label variable ER61482 "TRUST INCOME AUG-SPOUSE" ; +label variable ER61483 "TRUST INCOME SEP-SPOUSE" ; +label variable ER61484 "TRUST INCOME OCT-SPOUSE" ; +label variable ER61485 "TRUST INCOME NOV-SPOUSE" ; +label variable ER61486 "TRUST INCOME DEC-SPOUSE" ; +label variable ER61487 "G60CKPT WTR WAGES/SALARY LE $25,000-SP" ; +label variable ER61488 "G60A WHETHER RECEIVED SSI INCOME-SPOUSE" ; +label variable ER61489 "SPOUSE SSI SELF/SOMEONE ELSE/BOTH" ; +label variable ER61490 "AMOUNT SSI INCOME-SPOUSE" ; +label variable ER61491 "AMOUNT SSI INCOME PER-SPOUSE" ; +label variable ER61492 "ACCURACY OF SSI INCOME-SPOUSE" ; +label variable ER61493 "SSI INCOME JAN-SPOUSE" ; +label variable ER61494 "SSI INCOME FEB-SPOUSE" ; +label variable ER61495 "SSI INCOME MAR-SPOUSE" ; +label variable ER61496 "SSI INCOME APR-SPOUSE" ; +label variable ER61497 "SSI INCOME MAY-SPOUSE" ; +label variable ER61498 "SSI INCOME JUN-SPOUSE" ; +label variable ER61499 "SSI INCOME JUL-SPOUSE" ; +label variable ER61500 "SSI INCOME AUG-SPOUSE" ; +label variable ER61501 "SSI INCOME SEP-SPOUSE" ; +label variable ER61502 "SSI INCOME OCT-SPOUSE" ; +label variable ER61503 "SSI INCOME NOV-SPOUSE" ; +label variable ER61504 "SSI INCOME DEC-SPOUSE" ; +label variable ER61505 "G60B WTR RECEIVED ADC/TANF-SPOUSE" ; +label variable ER61506 "AMOUNT ADC/TANF INCOME-SPOUSE" ; +label variable ER61507 "AMOUNT ADC/TANF INCOME PER-SPOUSE" ; +label variable ER61508 "ACCURACY OF ADC/TANF INCOME-SPOUSE" ; +label variable ER61509 "ADC/TANF INCOME JAN-SPOUSE" ; +label variable ER61510 "ADC/TANF INCOME FEB-SPOUSE" ; +label variable ER61511 "ADC/TANF INCOME MAR-SPOUSE" ; +label variable ER61512 "ADC/TANF INCOME APR-SPOUSE" ; +label variable ER61513 "ADC/TANF INCOME MAY-SPOUSE" ; +label variable ER61514 "ADC/TANF INCOME JUN-SPOUSE" ; +label variable ER61515 "ADC/TANF INCOME JUL-SPOUSE" ; +label variable ER61516 "ADC/TANF INCOME AUG-SPOUSE" ; +label variable ER61517 "ADC/TANF INCOME SEP-SPOUSE" ; +label variable ER61518 "ADC/TANF INCOME OCT-SPOUSE" ; +label variable ER61519 "ADC/TANF INCOME NOV-SPOUSE" ; +label variable ER61520 "ADC/TANF INCOME DEC-SPOUSE" ; +label variable ER61521 "G60C WTR RECD CHILD SUPPORT INCOME-SP" ; +label variable ER61522 "AMOUNT CHILD SUPPORT INCOME-SPOUSE" ; +label variable ER61523 "AMOUNT CHILD SUPPORT INCOME PER-SPOUSE" ; +label variable ER61524 "ACCURACY OF CHILD SUPPORT INCOME-SPOUSE" ; +label variable ER61525 "CHILD SUPPORT INCOME JAN-SPOUSE" ; +label variable ER61526 "CHILD SUPPORT INCOME FEB-SPOUSE" ; +label variable ER61527 "CHILD SUPPORT INCOME MAR-SPOUSE" ; +label variable ER61528 "CHILD SUPPORT INCOME APR-SPOUSE" ; +label variable ER61529 "CHILD SUPPORT INCOME MAY-SPOUSE" ; +label variable ER61530 "CHILD SUPPORT INCOME JUN-SPOUSE" ; +label variable ER61531 "CHILD SUPPORT INCOME JUL-SPOUSE" ; +label variable ER61532 "CHILD SUPPORT INCOME AUG-SPOUSE" ; +label variable ER61533 "CHILD SUPPORT INCOME SEP-SPOUSE" ; +label variable ER61534 "CHILD SUPPORT INCOME OCT-SPOUSE" ; +label variable ER61535 "CHILD SUPPORT INCOME NOV-SPOUSE" ; +label variable ER61536 "CHILD SUPPORT INCOME DEC-SPOUSE" ; +label variable ER61537 "G60D WTR RECEIVED OTHER WELFARE-SPOUSE" ; +label variable ER61538 "AMOUNT OTHER WELFARE INCOME-SPOUSE" ; +label variable ER61539 "AMOUNT OTHER WELFARE INCOME PER-SPOUSE" ; +label variable ER61540 "ACCURACY OF OTHER WELFARE INCOME-SPOUSE" ; +label variable ER61541 "OTHER WELFARE INCOME JAN-SPOUSE" ; +label variable ER61542 "OTHER WELFARE INCOME FEB-SPOUSE" ; +label variable ER61543 "OTHER WELFARE INCOME MAR-SPOUSE" ; +label variable ER61544 "OTHER WELFARE INCOME APR-SPOUSE" ; +label variable ER61545 "OTHER WELFARE INC OME MAY-SPOUSE" ; +label variable ER61546 "OTHER WELFARE INCOME JUNE-SPOUSE" ; +label variable ER61547 "OTHER WELFARE INCOME JUL-SPOUSE" ; +label variable ER61548 "OTHER WELFARE INCOME AUG-SPOUSE" ; +label variable ER61549 "OTHER WELFARE INCOME SEP-SPOUSE" ; +label variable ER61550 "OTHER WELFARE INCOME OCT-SPOUSE" ; +label variable ER61551 "OTHER WELFARE INCOME NOV-SPOUSE" ; +label variable ER61552 "OTHER WELFARE INCOME DEC-SPOUSE" ; +label variable ER61553 "G60E WTR ALIMONY INCOME-SPOUSE" ; +label variable ER61554 "AMOUNT ALIMONY INCOME-SPOUSE" ; +label variable ER61555 "AMOUNT ALIMONY INCOME PER-SPOUSE" ; +label variable ER61556 "ACCURACY OF ALIMONY INCOME-SPOUSE" ; +label variable ER61557 "ALIMONY INCOME JAN-SPOUSE" ; +label variable ER61558 "ALIMONY INCOME FEB-SPOUSE" ; +label variable ER61559 "ALIMONY INCOME MAR-SPOUSE" ; +label variable ER61560 "ALIMONY INCOME APR-SPOUSE" ; +label variable ER61561 "ALIMONY INCOME MAY-SPOUSE" ; +label variable ER61562 "ALIMONY INCOME JUN-SPOUSE" ; +label variable ER61563 "ALIMONY INCOME JUL-SPOUSE" ; +label variable ER61564 "ALIMONY INCOME AUG-SPOUSE" ; +label variable ER61565 "ALIMONY INCOME SEP-SPOUSE" ; +label variable ER61566 "ALIMONY INCOME OCT-SPOUSE" ; +label variable ER61567 "ALIMONY INCOME NOV-SPOUSE" ; +label variable ER61568 "ALIMONY INCOME DEC-SPOUSE" ; +label variable ER61569 "G60F WTR VA PENSION SVCMEN TYPE - SP" ; +label variable ER61570 "G60F WTR VA PENSION DISABILITY TYPE - SP" ; +label variable ER61571 "G60F WTR VA PENSION GI BILL TYPE-SPOUSE" ; +label variable ER61572 "G60F WTR VA PENSION OTHER TYPE-SPOUSE" ; +label variable ER61573 "AMOUNT VA PENSION INCOME-SPOUSE" ; +label variable ER61574 "AMOUNT VA PENSION INCOME PER-SPOUSE" ; +label variable ER61575 "ACCURACY OF VA PENSION INCOME-SPOUSE" ; +label variable ER61576 "VA PENSION INCOME JAN-SPOUSE" ; +label variable ER61577 "VA PENSION INCOME FEB-SPOUSE" ; +label variable ER61578 "VA PENSION INCOME MAR-SPOUSE" ; +label variable ER61579 "VA PENSION INCOME APR-SPOUSE" ; +label variable ER61580 "VA PENSION INCOME MAY-SPOUSE" ; +label variable ER61581 "VA PENSION INCOME JUN-SPOUSE" ; +label variable ER61582 "VA PENSION INCOME JUL-SPOUSE" ; +label variable ER61583 "VA PENSION INCOME AUG-SPOUSE" ; +label variable ER61584 "VA PENSION INCOME SEP-SPOUSE" ; +label variable ER61585 "VA PENSION INCOME OCT-SPOUSE" ; +label variable ER61586 "VA PENSION INCOME NOV-SPOUSE" ; +label variable ER61587 "VA PENSION INCOME DEC-SPOUSE" ; +label variable ER61588 "G61A WTR NONVA RETIREMENT-SPOUSE" ; +label variable ER61589 "AMOUNT NONVA RETIREMENT-SPOUSE" ; +label variable ER61590 "AMOUNT NONVA RETIREMENT PER-SPOUSE" ; +label variable ER61591 "ACCURACY OF NONVA RETIREMENT-SPOUSE" ; +label variable ER61592 "NONVA RETIREMENT INCOME JAN-SPOUSE" ; +label variable ER61593 "NONVA RETIREMENT INCOME FEB-SPOUSE" ; +label variable ER61594 "NONVA RETIREMENT INCOME MAR-SPOUSE" ; +label variable ER61595 "NONVA RETIREMENT INCOME APR-SPOUSE" ; +label variable ER61596 "NONVA RETIREMENT INCOME MAY-SPOUSE" ; +label variable ER61597 "NONVA RETIREMENT INCOME JUN-SPOUSE" ; +label variable ER61598 "NONVA RETIREMENT INCOME JUL-SPOUSE" ; +label variable ER61599 "NONVA RETIREMENT INCOME AUG-SPOUSE" ; +label variable ER61600 "NONVA RETIREMENT INCOME SEP-SPOUSE" ; +label variable ER61601 "NONVA RETIREMENT INCOME OCT-SPOUSE" ; +label variable ER61602 "NONVA RETIREMENT INCOME NOV-SPOUSE" ; +label variable ER61603 "NONVA RETIREMENT INCOME DEC-SPOUSE" ; +label variable ER61604 "G61C WTR ANNUITIES INCOME-SPOUSE" ; +label variable ER61605 "AMOUNT ANNUITIES INCOME-SPOUSE" ; +label variable ER61606 "AMOUNT ANNUITIES INCOME PER-SPOUSE" ; +label variable ER61607 "ACCURACY OF ANNUITIES INCOME-SPOUSE" ; +label variable ER61608 "ANNUITIES INCOME JAN-SPOUSE" ; +label variable ER61609 "ANNUITIES INCOME FEB-SPOUSE" ; +label variable ER61610 "ANNUITIES INCOME MAR-SPOUSE" ; +label variable ER61611 "ANNUITIES INCOME APR-SPOUSE" ; +label variable ER61612 "ANNUITIES INCOME MAY-SPOUSE" ; +label variable ER61613 "ANNUITIES INCOME JUN-SPOUSE" ; +label variable ER61614 "ANNUITIES INCOME JUL-SPOUSE" ; +label variable ER61615 "ANNUITIES INCOME AUG-SPOUSE" ; +label variable ER61616 "ANNUITIES INCOME SEP-SPOUSE" ; +label variable ER61617 "ANNUITIES INCOME OCT-SPOUSE" ; +label variable ER61618 "ANNUITIES INCOME NOV-SPOUSE" ; +label variable ER61619 "ANNUITIES INCOME DEC-SPOUSE" ; +label variable ER61620 "G61E WHETHER IRA INCOME-SPOUSE" ; +label variable ER61621 "AMOUNT IRA INCOME-SPOUSE" ; +label variable ER61622 "AMOUNT IRA INCOME PER-SPOUSE" ; +label variable ER61623 "ACCURACY OF IRA INCOME-SPOUSE" ; +label variable ER61624 "IRA INCOME JAN-SPOUSE" ; +label variable ER61625 "IRA INCOME FEB-SPOUSE" ; +label variable ER61626 "IRA INCOME MAR-SPOUSE" ; +label variable ER61627 "IRA INCOME APR-SPOUSE" ; +label variable ER61628 "IRA INCOME MAY-SPOUSE" ; +label variable ER61629 "IRA INCOME JUN-SPOUSE" ; +label variable ER61630 "IRA INCOME JUL-SPOUSE" ; +label variable ER61631 "IRA INCOME AUG-SPOUSE" ; +label variable ER61632 "IRA INCOME SEP-SPOUSE" ; +label variable ER61633 "IRA INCOME OCT-SPOUSE" ; +label variable ER61634 "IRA INCOME NOV-SPOUSE" ; +label variable ER61635 "IRA INCOME DEC-SPOUSE" ; +label variable ER61636 "G61G WHETHER OTHER PENSION INCOME-SPOUSE" ; +label variable ER61637 "AMOUNT OTHER PENSION INCOME-SPOUSE" ; +label variable ER61638 "AMOUNT OTHER PENSION INCOME PER-SPOUSE" ; +label variable ER61639 "ACCURACY OF OTHER PENSION INCOME-SPOUSE" ; +label variable ER61640 "OTR PENSION INCOME JAN-SPOUSE" ; +label variable ER61641 "OTR PENSION INCOME FEB-SPOUSE" ; +label variable ER61642 "OTR PENSION INCOME MAR-SPOUSE" ; +label variable ER61643 "OTR PENSION INCOME APR-SPOUSE" ; +label variable ER61644 "OTR PENSION INCOME MAY-SPOUSE" ; +label variable ER61645 "OTR PENSION INCOME JUN-SPOUSE" ; +label variable ER61646 "OTR PENSION INCOME JUL-SPOUSE" ; +label variable ER61647 "OTR PENSION INCOME AUG-SPOUSE" ; +label variable ER61648 "OTR PENSION INCOME SEP-SPOUSE" ; +label variable ER61649 "OTR PENSION INCOME OCT-SPOUSE" ; +label variable ER61650 "OTR PENSION INCOME NOV-SPOUSE" ; +label variable ER61651 "OTR PENSION INCOME DEC-SPOUSE" ; +label variable ER61652 "G62A WTR HELP FROM RELATIVES-SPOUSE" ; +label variable ER61653 "AMOUNT HELP FROM RELATIVES-SPOUSE" ; +label variable ER61654 "AMOUNT HELP FROM RELATIVES PER-SPOUSE" ; +label variable ER61655 "ACCURACY OF HELP FROM RELATIVES-SPOUSE" ; +label variable ER61656 "HELP FROM RELATIVES JAN-SPOUSE" ; +label variable ER61657 "HELP FROM RELATIVES FEB-SPOUSE" ; +label variable ER61658 "HELP FROM RELATIVES MAR-SPOUSE" ; +label variable ER61659 "HELP FROM RELATIVES APR-SPOUSE" ; +label variable ER61660 "HELP FROM RELATIVES MAY-SPOUSE" ; +label variable ER61661 "HELP FROM RELATIVES JUNE-SPOUSE" ; +label variable ER61662 "HELP FROM RELATIVES JULY-SPOUSE" ; +label variable ER61663 "HELP FROM RELATIVES AUG-SPOUSE" ; +label variable ER61664 "HELP FROM RELATIVES SEP-SPOUSE" ; +label variable ER61665 "HELP FROM RELATIVES OCT-SPOUSE" ; +label variable ER61666 "HELP FROM RELATIVES NOV-SPOUSE" ; +label variable ER61667 "HELP FROM RELATIVES DEC-SPOUSE" ; +label variable ER61668 "G62B WTR HELP FROM FRIENDS-SPOUSE" ; +label variable ER61669 "AMOUNT HELP FROM FRIENDS-SPOUSE" ; +label variable ER61670 "AMOUNT HELP FROM FRIENDS PER-SPOUSE" ; +label variable ER61671 "ACCURACY OF HELP FROM FRIENDS-SPOUSE" ; +label variable ER61672 "HELP FROM FRIENDS JAN-SPOUSE" ; +label variable ER61673 "HELP FROM FRIENDS FEB-SPOUSE" ; +label variable ER61674 "HELP FROM FRIENDS MAR-SPOUSE" ; +label variable ER61675 "HELP FROM FRIENDS APR-SPOUSE" ; +label variable ER61676 "HELP FROM FRIENDS MAY-SPOUSE" ; +label variable ER61677 "HELP FROM FRIENDS JUN-SPOUSE" ; +label variable ER61678 "HELP FROM FRIENDS JUL-SPOUSE" ; +label variable ER61679 "HELP FROM FRIENDS AUG-SPOUSE" ; +label variable ER61680 "HELP FROM FRIENDS SEP-SPOUSE" ; +label variable ER61681 "HELP FROM FRIENDS OCT-SPOUSE" ; +label variable ER61682 "HELP FROM FRIENDS NOV-SPOUSE" ; +label variable ER61683 "HELP FROM FRIENDS DEC-SPOUSE" ; +label variable ER61684 "G63 WTR RECEIVED OTHER INCOME-SPOUSE" ; +label variable ER61685 "AMOUNT OTHER INCOME-SPOUSE" ; +label variable ER61686 "AMOUNT OTHER INCOME PER-SPOUSE" ; +label variable ER61687 "ACCURACY OF OTHER INCOME-SPOUSE" ; +label variable ER61688 "ANY OTHER INCOME JAN-SPOUSE" ; +label variable ER61689 "ANY OTHER INCOME FEB-SPOUSE" ; +label variable ER61690 "ANY OTHER INCOME MAR-SPOUSE" ; +label variable ER61691 "ANY OTHER INCOME APR-SPOUSE" ; +label variable ER61692 "ANY OTHER INCOME MAY-SPOUSE" ; +label variable ER61693 "ANY OTHER INCOME JUN-SPOUSE" ; +label variable ER61694 "ANY OTHER INCOME JUL-SPOUSE" ; +label variable ER61695 "ANY OTHER INCOME AUG-SPOUSE" ; +label variable ER61696 "ANY OTHER INCOME SEP-SPOUSE" ; +label variable ER61697 "ANY OTHER INCOME OCT-SPOUSE" ; +label variable ER61698 "ANY OTHER INCOME NOV-SPOUSE" ; +label variable ER61699 "ANY OTHER INCOME DEC-SPOUSE" ; +label variable ER61700 "G99 WTR LUMP SUM PAYMNTS" ; +label variable ER61701 "G100 LUMP SUM PAYMENTS" ; +label variable ER61702 "G101 INHERITANCE" ; +label variable ER61703 "G102 WTR ITEMIZE FOR TAX" ; +label variable ER61704 "G102A ITEMIZED CHARITABLE CONTRIB AMT" ; +label variable ER61705 "G102B ITEMIZED MEDICAL EXPENSES AMT" ; +label variable ER61706 "G103 WTR HELP OTRS" ; +label variable ER61707 "G104 # OTRS SUPPORTED" ; +label variable ER61708 "G105 WHO SUPPORT 1" ; +label variable ER61709 "G105 WHO SUPPORT 2" ; +label variable ER61710 "G105 WHO SUPPORT 3" ; +label variable ER61711 "G105 WHO SUPPORT 4" ; +label variable ER61712 "G105 WHO SUPPORT 5" ; +label variable ER61713 "G106 TOTAL SUPP OF OTRS" ; +label variable ER61714 "G107 ANY CHILD SUPPORT" ; +label variable ER61715 "AMT OF CHLD SUPPRT GIVEN" ; +label variable ER61716 "G109 ANY ALIMONY" ; +label variable ER61717 "AMT OF ALIMONY GIVEN" ; +label variable ER61718 "G112 WTR DEPNDT OTRS" ; +label variable ER61719 "G113 NUMBER DEPNDT OTR" ; +label variable ER61720 "G114 WTR DEPNDT OTHS" ; +label variable ER61721 "W1 WTR OTR REAL ESTATE" ; +label variable ER61722 "W1A WTR SECOND HOME" ; +label variable ER61723 "W2A WORTH OF OTR REAL ESTATE" ; +label variable ER61724 "W3A WTR WORTH GE 50,000" ; +label variable ER61725 "W4A WTR WORTH GE 175,000" ; +label variable ER61726 "W5A WTR WORTH GE 20,000" ; +label variable ER61727 "W2B AMT OWED ON OTR REAL ESTATE" ; +label variable ER61728 "W3B WTR DEBT GE 50,000" ; +label variable ER61729 "W4B WTR DEBT GE 175,000" ; +label variable ER61730 "W5B WTR DEBT GE 20,000" ; +label variable ER61731 "W6 PROFIT IF SOLD VEHICLES" ; +label variable ER61732 "W7 WTR PROFIT GE 10,000" ; +label variable ER61733 "W8 WTR PROFIT GE 25,000" ; +label variable ER61734 "W9 WTR PROFIT GE 2,000" ; +label variable ER61735 "W10 WTR OWN BUSINESS/FARM" ; +label variable ER61736 "W11A WORTH OF FARM OR BUSINESS" ; +label variable ER61737 "W12A WTR WORTH GE 50,000" ; +label variable ER61738 "W13A WTR WORTH GE 200,000" ; +label variable ER61739 "W14A WTR WORTH GE 10,000" ; +label variable ER61740 "W11B AMT OWED ON FARM OR BUSINESS" ; +label variable ER61741 "W12B WTR DEBT GE 50,000" ; +label variable ER61742 "W13B WTR DEBT GE 200,000" ; +label variable ER61743 "W14B WTR DEBT GE 10,000" ; +label variable ER61744 "W15 WTR OWN NON-IRA STOCK" ; +label variable ER61745 "W16 PROFIT IF SOLD NON-IRA STOCK" ; +label variable ER61746 "W17 WTR PROFIT GE 50,000" ; +label variable ER61747 "W19 WTR PROFIT GE 15,000" ; +label variable ER61748 "W20 WTR PROFIT GE 150,000" ; +label variable ER61749 "W20CCKPT WTR DIVD BUT NO INCOME RPT" ; +label variable ER61750 "W20E REVISED DIVIDENDS" ; +label variable ER61751 "W20E REVISED DIVIDENDS PER" ; +label variable ER61752 "W20F WTR REC REV DIVIDENDS IN JAN" ; +label variable ER61753 "W20F WTR REC REV DIVIDENDS IN FEB" ; +label variable ER61754 "W20F WTR REC REV DIVIDENDS IN MAR" ; +label variable ER61755 "W20F WTR REC REV DIVIDENDS IN APR" ; +label variable ER61756 "W20F WTR REC REV DIVIDENDS IN MAY" ; +label variable ER61757 "W20F WTR REC REV DIVIDENDS IN JUN" ; +label variable ER61758 "W20F WTR REC REV DIVIDENDS IN JUL" ; +label variable ER61759 "W20F WTR REC REV DIVIDENDS IN AUG" ; +label variable ER61760 "W20F WTR REC REV DIVIDENDS IN SEP" ; +label variable ER61761 "W20F WTR REC REV DIVIDENDS IN OCT" ; +label variable ER61762 "W20F WTR REC REV DIVIDENDS IN NOV" ; +label variable ER61763 "W20F WTR REC REV DIVIDENDS IN DEC" ; +label variable ER61764 "W21 WTR IRA/PRIVATE ANNUITY" ; +label variable ER61765 "W21A HOW FUNDS INVESTED" ; +label variable ER61766 "W22 VALUE OF IRA/ANNUITY" ; +label variable ER61767 "W23 WTR VALUE GE 50,000" ; +label variable ER61768 "W24 WTR VALUE GE 100,000" ; +label variable ER61769 "W25 WTR VALUE GE 15,000" ; +label variable ER61770 "W26 WTR VALAUE GE 250,000" ; +label variable ER61771 "W27 WTR CK/SAVINGS/CD, ETC" ; +label variable ER61772 "W28 AMT ALL ACCOUNTS" ; +label variable ER61773 "W29 WTR VALUE GE 5,000" ; +label variable ER61774 "W30 WTR VALUE GE 10,000" ; +label variable ER61775 "W31 WTR VALUE GE 50,000" ; +label variable ER61776 "W32 WTR VALUE GE 1,000" ; +label variable ER61777 "W31CKPT WTR INTEREST BUT NO INCOME RPT" ; +label variable ER61778 "W31E REVISED INTEREST" ; +label variable ER61779 "W31E REVISED INTEREST PER" ; +label variable ER61780 "W31F WTR REC REV INTEREST IN JAN" ; +label variable ER61781 "W31F WTR REC REV INTEREST IN FEB" ; +label variable ER61782 "W31F WTR REC REV INTEREST IN MAR" ; +label variable ER61783 "W31F WTR REC REV INTEREST IN APR" ; +label variable ER61784 "W31F WTR REC REV INTEREST IN MAY" ; +label variable ER61785 "W31F WTR REC REV INTEREST IN JUN" ; +label variable ER61786 "W31F WTR REC REV INTEREST IN JUL" ; +label variable ER61787 "W31F WTR REC REV INTEREST IN AUG" ; +label variable ER61788 "W31F WTR REC REV INTEREST IN SEP" ; +label variable ER61789 "W31F WTR REC REV INTEREST IN OCT" ; +label variable ER61790 "W31F WTR REC REV INTEREST IN NOV" ; +label variable ER61791 "W31F WTR REC REV INTEREST IN DEC" ; +label variable ER61792 "W33 WTR BONDS/INSURANCE, ETC." ; +label variable ER61793 "W34 PROFIT IF SOLD BONDS/INSURANCE" ; +label variable ER61794 "W35 WTR PROFIT GE 10,000" ; +label variable ER61795 "W36 WTR PROFIT GE 25,000" ; +label variable ER61796 "W37 WTR PROFIT GE 2,000" ; +label variable ER61797 "W38A WTR HAVE CREDIT/STORE CARD DEBT" ; +label variable ER61798 "W39A AMOUNT CREDIT/STORE CARD DEBT" ; +label variable ER61799 "W40A WTR DEBT GE 5,000" ; +label variable ER61800 "W41A WTR DEBT GE 10,000" ; +label variable ER61801 "W42A WTR DEBT GE 1,000" ; +label variable ER61802 "W43A WTR DEBT GE 15,000" ; +label variable ER61803 "W38B WTR HAS STUDENT LOANS" ; +label variable ER61804 "W38B WTR HAS MEDICAL BILLS" ; +label variable ER61805 "W38B WTR HAS LEGAL BILLS" ; +label variable ER61806 "W38B WTR HAS LOANS FROM RELATIVES" ; +label variable ER61807 "W38B WTR HAS OTR DEBT" ; +label variable ER61808 "W39B1 AMOUNT STUDENT LOANS" ; +label variable ER61809 "W40B1 WTR STUDENT LOANS GE 25,000" ; +label variable ER61810 "W41B1 WTR STUDENT LOANS GE 50,000" ; +label variable ER61811 "W42B1 WTR STUDENT LOANS GE 10,000" ; +label variable ER61812 "W43B1 WTR STUDENT LOANS GE 75,000" ; +label variable ER61813 "W39B2 AMOUNT MEDICAL BILLS" ; +label variable ER61814 "W40B2 WTR MEDICAL BILLS GE 3,000" ; +label variable ER61815 "W41B2 WTR MEDICAL BILLS GE 10,000" ; +label variable ER61816 "W42B2 WTR MEDICAL BILLS GE 1,000" ; +label variable ER61817 "W43B2 WTR MEDICAL BILLS GE 25,000" ; +label variable ER61818 "W39B3 AMOUNT LEGAL BILLS" ; +label variable ER61819 "W40B3 WTR LEGAL BILLS GE 3,000" ; +label variable ER61820 "W41B3 WTR LEGAL BILLS GE 8,000" ; +label variable ER61821 "W42B3 WTR LEGAL BILLS GE 1,000" ; +label variable ER61822 "W43B3 WTR LEGAL BILLS GE 20,000" ; +label variable ER61823 "W39B4 AMOUNT LOANS FROM RELATIVES" ; +label variable ER61824 "W40B4 WTR LOANS FROM RELS GE 4,000" ; +label variable ER61825 "W41B4 WTR LOANS FROM RELS GE 10,000" ; +label variable ER61826 "W42B4 WTR LOANS FROM RELS GE 1,000" ; +label variable ER61827 "W43B4 WTR LOANS FROM RELS GE 20,000" ; +label variable ER61828 "W39B7A TYPE OF OTHER DEBT" ; +label variable ER61829 "W39B7 AMT OTHER OTHER DEBT" ; +label variable ER61830 "W40B7 WTR OTR DEBT GE 4,000" ; +label variable ER61831 "W41B7 WTR OTR DEBT GE 10,000" ; +label variable ER61832 "W42B7 WTR OTR DEBT GE 1,000" ; +label variable ER61833 "W43B7 WTR OTR DEBT GE 20,000" ; +label variable ER61834 "W43 WTR PUT MONEY IN PRIVATE ANNUITY/IRA" ; +label variable ER61835 "W44 AMT INVESTED IN IRA/ANNUITY" ; +label variable ER61836 "W45 WTR INVEST GE 10,000" ; +label variable ER61837 "W46 WTR INVEST GE 50,000" ; +label variable ER61838 "W47 WTR INVEST GE 5,000" ; +label variable ER61839 "W48 WTR CASHED PNSN/ANNTY/IRA" ; +label variable ER61840 "W49 VALUE PENSION/ANNUITY/IRA" ; +label variable ER61841 "W50 WTR VALUE GE 10,000" ; +label variable ER61842 "W51 WTR VALUE GE 50,000" ; +label variable ER61843 "W52 WTR VALUE GE 100,000" ; +label variable ER61844 "W53 WTR VALUE GE 5,000" ; +label variable ER61845 "W54 WTR SOLD HOME" ; +label variable ER61846 "W55 HOME SELLING PRICE" ; +label variable ER61847 "W56 WTR PRICE GE 60,000" ; +label variable ER61848 "W57 WTR PRICE GE 120,000" ; +label variable ER61849 "W58 WTR PRICE GE 30,000" ; +label variable ER61850 "W59A WTR BOUGHT OR SOLD REAL ESTATE" ; +label variable ER61851 "W60 AMT SPENT IN REAL ESTATE" ; +label variable ER61852 "W61 WTR AMT GE 60,000" ; +label variable ER61853 "W62 WTR AMT GE 120,000" ; +label variable ER61854 "W63 WTR AMT GE 30,000" ; +label variable ER61855 "W65CKPT WTR BOTH BOUGHT AND SOLD" ; +label variable ER61856 "W65 AMT FROM OTR REAL ESTATE" ; +label variable ER61857 "W66 WTR AMT GE 60,000" ; +label variable ER61858 "W67 WTR AMT GE 120,000" ; +label variable ER61859 "W68 WTR AMT GE 30,000" ; +label variable ER61860 "W69 WTR MADE ADDITION/REPAIRS" ; +label variable ER61861 "W70 COST OF ADDITION/REPAIRS" ; +label variable ER61862 "W71 WTR COST GE 25,000" ; +label variable ER61863 "W72 WTR COST GE 75,000" ; +label variable ER61864 "W73A WTR INVESTED OR SOLD BUSINESS/FARM" ; +label variable ER61865 "W74 AMT INVESTED IN BUSINESS/FARM" ; +label variable ER61866 "W75 WTR AMT GE 25,000" ; +label variable ER61867 "W76 WTR AMT GE 100,000" ; +label variable ER61868 "W77 WTR AMT GE 10,000" ; +label variable ER61869 "W79CKPT WTR BOTH INVESTED AND SOLD" ; +label variable ER61870 "W79 AMT FROM BUSINESS/FARM" ; +label variable ER61871 "W80 WTR AMT GE 25,000" ; +label variable ER61872 "W81 WTR AMT GE 100,000" ; +label variable ER61873 "W82 WTR AMT GE 10,000" ; +label variable ER61874 "W83A WTR BOUGHT OR SOLD STOCK" ; +label variable ER61875 "W91 AMT INVESTED IN STOCKS" ; +label variable ER61876 "W92 WTR AMT GE 20,000" ; +label variable ER61877 "W93 WTR AMT GE 50,000" ; +label variable ER61878 "W94 WTR AMT GE 100,000" ; +label variable ER61879 "W95 WTR AMT GE 5,000" ; +label variable ER61880 "W97CKPT WTR BOTH BOUGHT AND SOLD" ; +label variable ER61881 "W97 AMT NON-IRA STOCK" ; +label variable ER61882 "W98 WTR AMT GE 20,000" ; +label variable ER61883 "W99 WTR AMT GE 50,000" ; +label variable ER61884 "W100 WTR AMT GE 100,000" ; +label variable ER61885 "W101 WTR AMT GE 5,000" ; +label variable ER61886 "W102CKPT WTR ANY MOVERS OUT 18+" ; +label variable ER61887 "W102 WTR MOVER OUT W/ ASSETS OR DEBITS" ; +label variable ER61888 "W103 VALUE ASSETS MOVED OUT" ; +label variable ER61889 "W104 WTR VALUE GE 10,000" ; +label variable ER61890 "W105 WTR VALUE GE 25,000" ; +label variable ER61891 "W106 WTR VALUE GE 100,000" ; +label variable ER61892 "W107 WTR VALUE GE 5,000" ; +label variable ER61893 "W108 VALUE DEBTS MOVED OUT" ; +label variable ER61894 "W109 WTR VALUE GE 10,000" ; +label variable ER61895 "W110 WTR VALUE GE 25,000" ; +label variable ER61896 "W111 WTR VALUE GE 5,000" ; +label variable ER61897 "W112CKPT WTR ANY MOVERS IN 18+" ; +label variable ER61898 "W113 WTR MOVER IN W/ ASSETS OR DEBITS" ; +label variable ER61899 "W114 VALUE ASSETS MOVED IN" ; +label variable ER61900 "W115 WTR VALUE GE 10,000" ; +label variable ER61901 "W116 WTR VALUE GE 25,000" ; +label variable ER61902 "W117 WTR VALUE GE 100,000" ; +label variable ER61903 "W118 WTR VALUE GE 5,000" ; +label variable ER61904 "W119 VALUE DEBTS MOVE IN" ; +label variable ER61905 "W120 WTR VALUE GE 10,000" ; +label variable ER61906 "W121 WTR VALUE GE 25,000" ; +label variable ER61907 "W122 WTR VALUE GE 5,000" ; +label variable ER61908 "W123 WTR RECD GIFT/INHERITANCE" ; +label variable ER61909 "W123A WAS GIFT OR INHERITANCE - #1" ; +label variable ER61910 "W124A YR RCVD GIFT/INHERITANCE MEN1 - #1" ; +label variable ER61911 "W124A YR RCVD GIFT/INHERITANCE MEN2 - #1" ; +label variable ER61912 "W124A YR RCVD GIFT/INHERITANCE MEN3 - #1" ; +label variable ER61913 "W125 VALUE GIFT/INHERIT-#1" ; +label variable ER61914 "W126 WTR VALUE GE 25,000-#1" ; +label variable ER61915 "W127 WTR VALUE GE 75,000-#1" ; +label variable ER61916 "W123 WTR GIFT/INHERITANCE-#2" ; +label variable ER61917 "W123A WAS GIFT OR INHERITANCE - #2" ; +label variable ER61918 "W124A YR RCVD GIFT/INHERITANCE MEN1 - #2" ; +label variable ER61919 "W124A YR RCVD GIFT/INHERITANCE MEN2 - #2" ; +label variable ER61920 "W124A YR RCVD GIFT/INHERITANCE MEN3 - #2" ; +label variable ER61921 "W125 VALUE GIFT/INHERIT-#2" ; +label variable ER61922 "W126 WTR VALUE GE 25,000-#2" ; +label variable ER61923 "W127 WTR VALUE GE 75,000-#2" ; +label variable ER61924 "W123 WTR GIFT/INHERITANCE-#3" ; +label variable ER61925 "W123A WAS GIFT OR INHERITANCE - #3" ; +label variable ER61926 "W124A YR RCVD GIFT/INHERITANCE MEN1 - #3" ; +label variable ER61927 "W124A YR RCVD GIFT/INHERITANCE MEN2 - #3" ; +label variable ER61928 "W124A YR RCVD GIFT/INHERITANCE MEN3 - #3" ; +label variable ER61929 "W125 VALUE GIFT/INHERIT-#3" ; +label variable ER61930 "W126 WTR VALUE GE 25,000-#3" ; +label variable ER61931 "W127 WTR VALUE GE 75,000-#3" ; +label variable ER61932 "P0 WTR WORKING NOW - HD" ; +label variable ER61933 "P1 WTR PNSN AT CURR JOB - HD" ; +label variable ER61934 "P1A WTR ELIGIBLE FOR PLAN - HD" ; +label variable ER61935 "P6 # YRS IN PENSION PLAN - HD" ; +label variable ER61936 "P6 YR JOINED PENSION PLAN - HD" ; +label variable ER61937 "P7 WTR EVER ELIG FOR PLAN - HD" ; +label variable ER61938 "P6CKPT WTR SAME CMJ/PP6YRS-HD" ; +label variable ER61939 "P11 WTR CONTRIB TO PENSION - HD" ; +label variable ER61940 "P12 WTR CONTRIB REQUIRED - HD" ; +label variable ER61941 "P13 REQUIRED AMT - HD" ; +label variable ER61942 "P13 REQUIRED AMT PER - HD" ; +label variable ER61943 "P13 REQUIRED PCT - HD" ; +label variable ER61944 "P14 WTR VOLUNTARY CONTRIB - HD" ; +label variable ER61945 "P15 VOLUNTARY AMT - HD" ; +label variable ER61946 "P15 VOLUNTARY AMT PER - HD" ; +label variable ER61947 "P15 VOLUNTARY PCT - HD" ; +label variable ER61948 "P16 HOW BENEFIT FIGURED - HD" ; +label variable ER61949 "P17 WTR EMPLYR CONTRIB - HD" ; +label variable ER61950 "P18 AMT EMPLYR CONTRIB - HD" ; +label variable ER61951 "P18 EMPLYR AMT PER - HD" ; +label variable ER61952 "P18 PCT EMPLYR CONTRIB OF PAY - HD" ; +label variable ER61953 "P18B PCT EMP % OF EMPLOYEE CONTRIB-HD" ; +label variable ER61954 "P19CKPT WTR AGE 40+ - HD" ; +label variable ER61955 "P19 AGE PENSION INCL EMPLYR CONTRIB - HD" ; +label variable ER61956 "P20 AMT IN PENSION ACCT NOW - HD" ; +label variable ER61957 "P20B WTR AMT GE 50,000 - HD" ; +label variable ER61958 "P20C WTR AMT GE 100,000 - HD" ; +label variable ER61959 "P20D WTR AMT GE 200,000 - HD" ; +label variable ER61960 "P20E WTR AMT GE 20,000 - HD" ; +label variable ER61961 "P20A HOW FUNDS INVESTED - HD" ; +label variable ER61962 "P22 CKPT: TYPE PENSION - HD" ; +label variable ER61963 "P22A AGE ELIGIBLE FOR FULL PNSN (YRS)-HD" ; +label variable ER61964 "P22B AGE ELIGIBLE FOR FULL PNSN (MOS)-HD" ; +label variable ER61965 "P22C AGE ELIGIBLE FOR ANY PNSN (YRS)-HD" ; +label variable ER61966 "P22D AGE ELIGIBLE FOR ANY PNSN (MOS)-HD" ; +label variable ER61967 "P32 AGE EXPECT RECEIVE BENEFITS-HD" ; +label variable ER61968 "P34CKPT HD 40 YEARS OLD PLUS" ; +label variable ER61969 "P34 ESTIMATED BENEFIT AMT" ; +label variable ER61970 "P34 ESTIMATED BENEFIT PER" ; +label variable ER61971 "P34 ESTIMATED BENEFIT PCT" ; +label variable ER61972 "P34F WTR GE 40% OF PAY - HD" ; +label variable ER61973 "P34G WTR GE 60% OF PAY - HD" ; +label variable ER61974 "P34H WTR GE 80% OF PAY - HD" ; +label variable ER61975 "P34J WTR GE 20% OF PAY - HD" ; +label variable ER61976 "P39 USUAL RETIREMNT AGE OF OTRS - HD" ; +label variable ER61977 "P39 USUAL # YRS OTRS RETIRE - HD" ; +label variable ER61978 "P40CKPT WTR AGE 40+ - HD" ; +label variable ER61979 "P40 AGE PLAN STOP WORK - HD" ; +label variable ER61980 "P40 IN HOW MANY YRS PLAN STOP WORK - HD" ; +label variable ER61981 "P42CKPT WTR WK/LAYOFF/SICK/LEAVE-HD" ; +label variable ER61982 "P42 WTR TAX-DEFER PLAN - HD" ; +label variable ER61983 "P43 WTR EMPLYR CONTRIB - HD" ; +label variable ER61984 "P44 AMT EMPLYR CONTRIB - HD" ; +label variable ER61985 "P44 EMPLYR CONTRIB PER - HD" ; +label variable ER61986 "P44 PCT EMPLYR CONTRIB OF PAY - HD" ; +label variable ER61987 "P44B PCT EMP % OF EMPLOYEE CONTRIB-HD" ; +label variable ER61988 "P45 WTR PNSN W/PREV EMPLYR - HD" ; +label variable ER61989 "P45A NUMBER OF PNSN W/PREV EMPLYR-HD" ; +label variable ER61990 "P46 TYPE PREV PENSION-#1 - HD" ; +label variable ER61991 "P47 ACCT AMT WHEN LEFT PREV EMP-#1 - HD" ; +label variable ER61992 "P47B WTR AMT GE 20,000-#1 - HD" ; +label variable ER61993 "P47C WTR AMT GE 50,000-#1 - HD" ; +label variable ER61994 "P47D WTR AMT GE 150,000-#1 - HD" ; +label variable ER61995 "P47E WTR AMT GE 5,000-#1 - HD" ; +label variable ER61996 "P48 WHAT DID W/PREV PNSN-#1 - HD" ; +label variable ER61997 "P49 AMT NOW PREV PNSN ACCT-#1 - HD" ; +label variable ER61998 "P49B WTR AMT GE 50,000-#1 - HD" ; +label variable ER61999 "P49C WTR AMT GE 100,000-#1 - HD" ; +label variable ER62000 "P49D WTR AMT GE 200,000-#1 - HD" ; +label variable ER62001 "P49E WTR AMT GE 20,000-#1 - HD" ; +label variable ER62002 "P50 AGE REC IF ANNUITY-#1 - HD" ; +label variable ER62003 "P51 AMT PREV ANNUITY-#1 - HD" ; +label variable ER62004 "P51 PREV ANNUITY PER-#1 - HD" ; +label variable ER62005 "P51B WTR AMT GE 400 PER MONTH-#1 - HD" ; +label variable ER62006 "P51C WTR AMT GE 1,200 PER MONTH-#1 - HD" ; +label variable ER62007 "P51D WTR AMT GE 1,600 PER MONTH-#1 - HD" ; +label variable ER62008 "P51E WTR AMT GE 200 PER MONTH-#1 - HD" ; +label variable ER62009 "P52 STATUS PREV PNSN MEN1-#1 - HD" ; +label variable ER62010 "P52 STATUS PREV PNSN MEN2-#1 - HD" ; +label variable ER62011 "P52 STATUS PREV PNSN MEN3-#1 - HD" ; +label variable ER62012 "P52 STATUS PREV PNSN MEN4-#1 - HD" ; +label variable ER62013 "P52 STATUS PREV PNSN MEN5-#1 - HD" ; +label variable ER62014 "P52 STATUS PREV PNSN MEN6-#1 - HD" ; +label variable ER62015 "P53 YR REC PREV PNSN-#1 - HD" ; +label variable ER62016 "P54 PREV PNSN BENEFIT AMT-#1 - HD" ; +label variable ER62017 "P54 BENEFIT PER-#1 - HD" ; +label variable ER62018 "P54B WTR AMT GE 400 PER MONTH-#1 - HD" ; +label variable ER62019 "P54C WTR AMT GE 1,200 PER MONTH-#1 - HD" ; +label variable ER62020 "P54D WTR AMT GE 1,600 PER MONTH-#1 - HD" ; +label variable ER62021 "P54E WTR AMT GE 200 PER MONTH-#1 - HD" ; +label variable ER62022 "P55 WTR BENEFITS COLA-#1 - HD" ; +label variable ER62023 "P56 WTR BENEFITS EVER COLA-#1 - HD" ; +label variable ER62024 "P57 PREV PNSN CASH SETTLEMNT AMT-#1 - HD" ; +label variable ER62025 "P57B WTR AMT GE 6,000-#1 - HD" ; +label variable ER62026 "P57C WTR AMT GE 60,000-#1 - HD" ; +label variable ER62027 "P57D WTR AMT GE 250,000-#1 - HD" ; +label variable ER62028 "P57E WTR AMT GE 2,000-#1 - HD" ; +label variable ER62029 "P58 WHAT DID W/CASH MEN1-#1 - HD" ; +label variable ER62030 "P58 WHAT DID W/CASH MEN2-#1 - HD" ; +label variable ER62031 "P58 WHAT DID W/CASH MEN3-#1 - HD" ; +label variable ER62032 "P58 WHAT DID W/CASH MEN4-#1 - HD" ; +label variable ER62033 "P58 WHAT DID W/CASH MEN5-#1 - HD" ; +label variable ER62034 "P58 WHAT DID W/CASH MEN6-#1 - HD" ; +label variable ER62035 "P59 PREV PNSN IRA AMT-#1 - HD" ; +label variable ER62036 "P59B WTR AMT GE 6,000-#1 - HD" ; +label variable ER62037 "P59C WTR AMT GE 60,000-#1 - HD" ; +label variable ER62038 "P59D WTR AMT GE 250,000-#1 - HD" ; +label variable ER62039 "P59E WTR AMT GE 2,000-#1 - HD" ; +label variable ER62040 "P60 # YRS IN PREV PLAN-#1 - HD" ; +label variable ER62041 "P61 AGE EXPECT REC PREV PNSN-#1 - HD" ; +label variable ER62042 "P62 AMT EXPECT REC PREV PNSN-#1 - HD" ; +label variable ER62043 "P62 PREV PNSN PER-#1 - HD" ; +label variable ER62044 "P62 PCT EXPECT REC PREV PNSN-#1 - HD" ; +label variable ER62045 "P62F WTR GE 40% OF PAY #1 - HD" ; +label variable ER62046 "P62G WTR GE 60% OF PAY #1 - HD" ; +label variable ER62047 "P62H WTR GE 80% OF PAY #1 - HD" ; +label variable ER62048 "P62J WTR GE 20% OF PAY #1 - HD" ; +label variable ER62049 "P62K PAY WHEN LEFT JOB #1 -HD" ; +label variable ER62050 "P62K PER WHEN LEFT JOB #1 -HD" ; +label variable ER62051 "P63 ACCT AMT WHEN LEFT PREV EMP-#1 - HD" ; +label variable ER62052 "P63B WTR AMT GE 20,000-#1 - HD" ; +label variable ER62053 "P63C WTR AMT GE 50,000-#1 - HD" ; +label variable ER62054 "P63D WTR AMT GE 150,000-#1 - HD" ; +label variable ER62055 "P63E WTR AMT GE 5,000-#1 - HD" ; +label variable ER62056 "P64 WHAT DID W/PREV PNSN-#1 - HD" ; +label variable ER62057 "P65 ACCT AMT PREV PNSN NOW-#1 - HD" ; +label variable ER62058 "P65B WTR AMT GE 50,000-#1 - HD" ; +label variable ER62059 "P65C WTR AMT GE 100,000-#1 - HD" ; +label variable ER62060 "P65D WTR AMT GE 200,000-#1 - HD" ; +label variable ER62061 "P65E WTR AMT GE 20,000-#1 - HD" ; +label variable ER62062 "P66 AGE BEGAN REC ANNUITY-#1 - HD" ; +label variable ER62063 "P67 AMT PREV ANNUITY-#1 - HD" ; +label variable ER62064 "P67 PREV ANNUITY PER-#1 - HD" ; +label variable ER62065 "P67B WTR AMT GE 400 PER MONTH-#1 - HD" ; +label variable ER62066 "P67C WTR AMT GE 1,200 PER MONTH-#1 - HD" ; +label variable ER62067 "P67D WTR AMT GE 1,600 PER MONTH-#1 - HD" ; +label variable ER62068 "P67E WTR AMT GE 200 PER MONTH-#1 - HD" ; +label variable ER62069 "P69 WTR SECOND PREV PENSION - HD" ; +label variable ER62070 "P46 TYPE PREV PENSION-#2 - HD" ; +label variable ER62071 "P47 ACCT AMT WHEN LEFT PREV EMP-#2 - HD" ; +label variable ER62072 "P47B WTR AMT GE 20,000-#2 - HD" ; +label variable ER62073 "P47C WTR AMT GE 50,000-#2 - HD" ; +label variable ER62074 "P47D WTR AMT GE 150,000-#2 - HD" ; +label variable ER62075 "P47E WTR AMT GE 5,000-#2 - HD" ; +label variable ER62076 "P48 WHAT DID W/PREV PNSN-#2 - HD" ; +label variable ER62077 "P49 AMT NOW PREV PNSN ACCT-#2 - HD" ; +label variable ER62078 "P49B WTR AMT GE 50,000-#2 - HD" ; +label variable ER62079 "P49C WTR AMT GE 100,000-#2 - HD" ; +label variable ER62080 "P49D WTR AMT GE 200,000-#2 - HD" ; +label variable ER62081 "P49E WTR AMT GE 20,000-#2 - HD" ; +label variable ER62082 "P50 AGE REC IF ANNUITY-#2 - HD" ; +label variable ER62083 "P51 AMT PREV ANNUITY-#2 - HD" ; +label variable ER62084 "P51 PREV ANNUITY PER-#2 - HD" ; +label variable ER62085 "P51B WTR AMT GE 400 PER MONTH-#2 - HD" ; +label variable ER62086 "P51C WTR AMT GE 1,200 PER MONTH-#2 - HD" ; +label variable ER62087 "P51D WTR AMT GE 1,600 PER MONTH-#2 - HD" ; +label variable ER62088 "P51E WTR AMT GE 200 PER MONTH-#2 - HD" ; +label variable ER62089 "P52 STATUS PREV PNSN MEN1-#2 - HD" ; +label variable ER62090 "P52 STATUS PREV PNSN MEN2-#2 - HD" ; +label variable ER62091 "P52 STATUS PREV PNSN MEN3-#2 - HD" ; +label variable ER62092 "P52 STATUS PREV PNSN MEN4-#2 - HD" ; +label variable ER62093 "P52 STATUS PREV PNSN MEN5-#2 - HD" ; +label variable ER62094 "P52 STATUS PREV PNSN MEN6-#2 - HD" ; +label variable ER62095 "P53 YR REC PREV PNSN-#2 - HD" ; +label variable ER62096 "P54 PREV PNSN BENEFIT AMT-#2 - HD" ; +label variable ER62097 "P54 BENEFIT PER-#2 - HD" ; +label variable ER62098 "P54B WTR AMT GE 400 PER MONTH-#2 - HD" ; +label variable ER62099 "P54C WTR AMT GE 1,200 PER MONTH-#2 - HD" ; +label variable ER62100 "P54D WTR AMT GE 1,600 PER MONTH-#2 - HD" ; +label variable ER62101 "P54E WTR AMT GE 200 PER MONTH-#2 - HD" ; +label variable ER62102 "P55 WTR BENEFITS COLA-#2 - HD" ; +label variable ER62103 "P56 WTR BENEFITS EVER COLA-#2 - HD" ; +label variable ER62104 "P57 PREV PNSN CASH SETTLEMNT AMT-#2 - HD" ; +label variable ER62105 "P57B WTR AMT GE 6,000-#2 - HD" ; +label variable ER62106 "P57C WTR AMT GE 60,000-#2 - HD" ; +label variable ER62107 "P57D WTR AMT GE 250,000-#2 - HD" ; +label variable ER62108 "P57E WTR AMT GE 2,000-#2 - HD" ; +label variable ER62109 "P58 WHAT DID W/CASH MEN1-#2 - HD" ; +label variable ER62110 "P58 WHAT DID W/CASH MEN2-#2 - HD" ; +label variable ER62111 "P58 WHAT DID W/CASH MEN3-#2 - HD" ; +label variable ER62112 "P58 WHAT DID W/CASH MEN4-#2 - HD" ; +label variable ER62113 "P58 WHAT DID W/CASH MEN5-#2 - HD" ; +label variable ER62114 "P58 WHAT DID W/CASH MEN6-#2 - HD" ; +label variable ER62115 "P59 PREV PNSN IRA AMT-#2 - HD" ; +label variable ER62116 "P59B WTR AMT GE 6,000-#2 - HD" ; +label variable ER62117 "P59C WTR AMT GE 60,000-#2 - HD" ; +label variable ER62118 "P59D WTR AMT GE 250,000-#2 - HD" ; +label variable ER62119 "P59E WTR AMT GE 2,000-#2 - HD" ; +label variable ER62120 "P60 # YRS IN PREV PLAN-#2 - HD" ; +label variable ER62121 "P61 AGE EXPECT REC PREV PNSN-#2 - HD" ; +label variable ER62122 "P62 AMT EXPECT REC PREV PNSN-#2 - HD" ; +label variable ER62123 "P62 PREV PNSN PER-#2 - HD" ; +label variable ER62124 "P62 PCT EXPECT REC PREV PNSN-#2 - HD" ; +label variable ER62125 "P62F WTR GE 40% OF PAY #2 - HD" ; +label variable ER62126 "P62G WTR GE 60% OF PAY #2 - HD" ; +label variable ER62127 "P62H WTR GE 80% OF PAY #2 - HD" ; +label variable ER62128 "P62J WTR GE 20% OF PAY #2 - HD" ; +label variable ER62129 "P62K PAY WHEN LEFT JOB #2 -HD" ; +label variable ER62130 "P62K PER WHEN LEFT JOB #2 -HD" ; +label variable ER62131 "P63 ACCT AMT WHEN LEFT PREV EMP-#2 - HD" ; +label variable ER62132 "P63B WTR AMT GE 20,000-#2 - HD" ; +label variable ER62133 "P63C WTR AMT GE 50,000-#2 - HD" ; +label variable ER62134 "P63D WTR AMT GE 150,000-#2 - HD" ; +label variable ER62135 "P63E WTR AMT GE 5,000-#2 - HD" ; +label variable ER62136 "P64 WHAT DID W/PREV PNSN-#2 - HD" ; +label variable ER62137 "P65 ACCT AMT PREV PNSN NOW-#2 - HD" ; +label variable ER62138 "P65B WTR AMT GE 50,000-#2 - HD" ; +label variable ER62139 "P65C WTR AMT GE 100,000-#2 - HD" ; +label variable ER62140 "P65D WTR AMT GE 200,000-#2 - HD" ; +label variable ER62141 "P65E WTR AMT GE 20,000-#2 - HD" ; +label variable ER62142 "P66 AGE BEGAN REC ANNUITY-#2 - HD" ; +label variable ER62143 "P67 AMT PREV ANNUITY-#2 - HD" ; +label variable ER62144 "P67 PREV ANNUITY PER-#2 - HD" ; +label variable ER62145 "P67B WTR AMT GE 400 PER MONTH-#2 - HD" ; +label variable ER62146 "P67C WTR AMT GE 1,200 PER MONTH-#2 - HD" ; +label variable ER62147 "P67D WTR AMT GE 1,600 PER MONTH-#2 - HD" ; +label variable ER62148 "P67E WTR AMT GE 200 PER MONTH-#2 - HD" ; +label variable ER62149 "P0 WTR WORKING NOW - SP" ; +label variable ER62150 "P1 WTR PNSN AT CURR JOB - SP" ; +label variable ER62151 "P1A WTR ELIGIBLE FOR PLAN - SP" ; +label variable ER62152 "P6 # YRS IN PENSION PLAN - SP" ; +label variable ER62153 "P6 YR JOINED PENSION PLAN - SP" ; +label variable ER62154 "P7 WTR EVER ELIG FOR PLAN - SP" ; +label variable ER62155 "P6CKPT WTR SAME CMJ/PP6YRS-SP" ; +label variable ER62156 "P11 WTR CONTRIB TO PENSION - SP" ; +label variable ER62157 "P12 WTR CONTRIB REQUIRED - SP" ; +label variable ER62158 "P13 REQUIRED AMT - SP" ; +label variable ER62159 "P13 REQUIRED AMT PER - SP" ; +label variable ER62160 "P13 REQUIRED PCT - SP" ; +label variable ER62161 "P14 WTR VOLUNTARY CONTRIB - SP" ; +label variable ER62162 "P15 VOLUNTARY AMT - SP" ; +label variable ER62163 "P15 VOLUNTARY AMT PER - SP" ; +label variable ER62164 "P15 VOLUNTARY PCT - SP" ; +label variable ER62165 "P16 HOW BENEFIT FIGURED - SP" ; +label variable ER62166 "P17 WTR EMPLYR CONTRIB - SP" ; +label variable ER62167 "P18 AMT EMPLYR CONTRIB - SP" ; +label variable ER62168 "P18 EMPLYR AMT PER - SP" ; +label variable ER62169 "P18 PCT EMPLYR CONTRIB - SP" ; +label variable ER62170 "P18B PCT EMP % OF EMPLOYEE CONTRIB-SP" ; +label variable ER62171 "P19CKPT WTR AGE 40+ - SP" ; +label variable ER62172 "P19 AGE PENSION INCL EMPLYR CONTRIB - SP" ; +label variable ER62173 "P20 AMT IN PENSION ACCT NOW - SP" ; +label variable ER62174 "P20B WTR AMT GE 50,000 - SP" ; +label variable ER62175 "P20C WTR AMT GE 100,000 - SP" ; +label variable ER62176 "P20D WTR AMT GE 200,000 - SP" ; +label variable ER62177 "P20E WTR AMT GE 20,000 - SP" ; +label variable ER62178 "P20A HOW FUNDS INVESTED - SP" ; +label variable ER62179 "P22 CKPT: TYPE PENSION - SP" ; +label variable ER62180 "P22A AGE ELIGIBLE FOR FULL PNSN (YRS)-SP" ; +label variable ER62181 "P22B AGE ELIGIBLE FOR FULL PNSN (MOS)-SP" ; +label variable ER62182 "P22C AGE ELIGIBLE FOR ANY PNSN (YRS)-SP" ; +label variable ER62183 "P22D AGE ELIGIBLE FOR ANY PNSN (MOS)-SP" ; +label variable ER62184 "P32 AGE EXPECT RECEIVE BENEFITS-SP" ; +label variable ER62185 "P34CKPT SP 40 YEARS OLD PLUS" ; +label variable ER62186 "P34 ESTIMATED BENEFIT AMT - SP" ; +label variable ER62187 "P34 ESTIMATED BENEFIT PER - SP" ; +label variable ER62188 "P34 ESTIMATED BENEFIT PCT - SP" ; +label variable ER62189 "P34F WTR GE 40% OF PAY - SP" ; +label variable ER62190 "P34G WTR GE 60% OF PAY - SP" ; +label variable ER62191 "P34H WTR GE 80% OF PAY - SP" ; +label variable ER62192 "P34J WTR GE 20% OF PAY - SP" ; +label variable ER62193 "P39 USUAL RETIREMNT AGE OF OTRS - SP" ; +label variable ER62194 "P39 USUAL # YRS OTRS RETIRE - SP" ; +label variable ER62195 "P40CKPT WTR AGE 40+ - SP" ; +label variable ER62196 "P40 AGE PLAN STOP WORK - SP" ; +label variable ER62197 "P40 IN HOW MANY YRS PLAN STOP WORK - SP" ; +label variable ER62198 "P42CKPT WTR WK/LAYOFF/SICK/LEAVE-SP" ; +label variable ER62199 "P42 WTR TAX-DEFER PLAN - SP" ; +label variable ER62200 "P43 WTR EMPLYR CONTRIB - SP" ; +label variable ER62201 "P44 AMT EMPLYR CONTRIB - SP" ; +label variable ER62202 "P44 EMPLYR CONTRIB PER - SP" ; +label variable ER62203 "P44 PCT EMPLYR CONTRIB OF PAY - SP" ; +label variable ER62204 "P44B PCT EMP % OF EMPLOYEE CONTRIB-SP" ; +label variable ER62205 "P45 WTR PNSN W/PREV EMPLYR - SP" ; +label variable ER62206 "P45A NUMBER OF PNSN W/PREV EMPLYR-SP" ; +label variable ER62207 "P46 TYPE PREV PENSION-#1 - SP" ; +label variable ER62208 "P47 ACCT AMT WHEN LEFT PREV EMP-#1 - SP" ; +label variable ER62209 "P47B WTR AMT GE 20,000-#1 - SP" ; +label variable ER62210 "P47C WTR AMT GE 50,000-#1 - SP" ; +label variable ER62211 "P47D WTR AMT GE 150,000-#1 - SP" ; +label variable ER62212 "P47E WTR AMT GE 5,000-#1 - SP" ; +label variable ER62213 "P48 WHAT DID W/PREV PNSN-#1 - SP" ; +label variable ER62214 "P49 AMT NOW PREV PNSN ACCT-#1 - SP" ; +label variable ER62215 "P49B WTR AMT GE 50,000-#1 - SP" ; +label variable ER62216 "P49C WTR AMT GE 100,000-#1 - SP" ; +label variable ER62217 "P49D WTR AMT GE 200,000-#1 - SP" ; +label variable ER62218 "P49E WTR AMT GE 20,000-#1 - SP" ; +label variable ER62219 "P50 AGE REC IF ANNUITY-#1 - SP" ; +label variable ER62220 "P51 AMT PREV ANNUITY-#1 - SP" ; +label variable ER62221 "P51 PREV ANNUITY PER-#1 - SP" ; +label variable ER62222 "P51B WTR AMT GE 400 PER MONTH-#1 - SP" ; +label variable ER62223 "P51C WTR AMT GE 1,200 PER MONTH-#1 - SP" ; +label variable ER62224 "P51D WTR AMT GE 1,600 PER MONTH-#1 - SP" ; +label variable ER62225 "P51E WTR AMT GE 200 PER MONTH-#1 - SP" ; +label variable ER62226 "P52 STATUS PREV PNSN MEN1-#1 - SP" ; +label variable ER62227 "P52 STATUS PREV PNSN MEN2-#1 - SP" ; +label variable ER62228 "P52 STATUS PREV PNSN MEN3-#1 - SP" ; +label variable ER62229 "P52 STATUS PREV PNSN MEN4-#1 - SP" ; +label variable ER62230 "P52 STATUS PREV PNSN MEN5-#1 - SP" ; +label variable ER62231 "P52 STATUS PREV PNSN MEN6-#1 - SP" ; +label variable ER62232 "P53 YR REC PREV PNSN-#1 - SP" ; +label variable ER62233 "P54 PREV PNSN BENEFIT AMT-#1 - SP" ; +label variable ER62234 "P54 BENEFIT PER-#1 - SP" ; +label variable ER62235 "P54B WTR AMT GE 400 PER MONTH-#1 - SP" ; +label variable ER62236 "P54C WTR AMT GE 1,200 PER MONTH-#1 - SP" ; +label variable ER62237 "P54D WTR AMT GE 1,600 PER MONTH-#1 - SP" ; +label variable ER62238 "P54E WTR AMT GE 200 PER MONTH-#1 - SP" ; +label variable ER62239 "P55 WTR BENEFITS COLA-#1 - SP" ; +label variable ER62240 "P56 WTR BENEFITS EVER COLA-#1 - SP" ; +label variable ER62241 "P57 PREV PNSN CASH SETTLEMNT AMT-#1 - SP" ; +label variable ER62242 "P57B WTR AMT GE 6,000-#1 - SP" ; +label variable ER62243 "P57C WTR AMT GE 60,000-#1 - SP" ; +label variable ER62244 "P57D WTR AMT GE 250,000-#1 - SP" ; +label variable ER62245 "P57E WTR AMT GE 2,000-#1 - SP" ; +label variable ER62246 "P58 WHAT DID W/CASH MEN1-#1 - SP" ; +label variable ER62247 "P58 WHAT DID W/CASH MEN2-#1 - SP" ; +label variable ER62248 "P58 WHAT DID W/CASH MEN3-#1 - SP" ; +label variable ER62249 "P58 WHAT DID W/CASH MEN4-#1 - SP" ; +label variable ER62250 "P58 WHAT DID W/CASH MEN5-#1 - SP" ; +label variable ER62251 "P58 WHAT DID W/CASH MEN6-#1 - SP" ; +label variable ER62252 "P59 PREV PNSN IRA AMT-#1 - SP" ; +label variable ER62253 "P59B WTR AMT GE 6,000-#1 - SP" ; +label variable ER62254 "P59C WTR AMT GE 60,000-#1 - SP" ; +label variable ER62255 "P59D WTR AMT GE 250,000-#1 - SP" ; +label variable ER62256 "P59E WTR AMT GE 2,000-#1 - SP" ; +label variable ER62257 "P60 # YRS IN PREV PLAN-#1 - SP" ; +label variable ER62258 "P61 AGE EXPECT REC PREV PNSN-#1 - SP" ; +label variable ER62259 "P62 AMT EXPECT REC PREV PNSN-#1 - SP" ; +label variable ER62260 "P62 PREV PNSN PER-#1 - SP" ; +label variable ER62261 "P62 PCT EXPECT REC PREV PNSN-#1 - SP" ; +label variable ER62262 "P62F WTR GE 40% OF PAY #1 - SP" ; +label variable ER62263 "P62G WTR GE 60% OF PAY #1 - SP" ; +label variable ER62264 "P62H WTR GE 80% OF PAY #1 - SP" ; +label variable ER62265 "P62J WTR GE 20% OF PAY #1 - SP" ; +label variable ER62266 "P62K PAY WHEN LEFT JOB #1 -SP" ; +label variable ER62267 "P62K PER WHEN LEFT JOB #1 -SP" ; +label variable ER62268 "P63 ACCT AMT WHEN LEFT PREV EMP-#1 - SP" ; +label variable ER62269 "P63B WTR AMT GE 20,000-#1 - SP" ; +label variable ER62270 "P63C WTR AMT GE 50,000-#1 - SP" ; +label variable ER62271 "P63D WTR AMT GE 150,000-#1 - SP" ; +label variable ER62272 "P63E WTR AMT GE 5,000-#1 - SP" ; +label variable ER62273 "P64 WHAT DID W/PREV PNSN-#1 - SP" ; +label variable ER62274 "P65 ACCT AMT PREV PNSN NOW-#1 - SP" ; +label variable ER62275 "P65B WTR AMT GE 50,000-#1 - SP" ; +label variable ER62276 "P65C WTR AMT GE 100,000-#1 - SP" ; +label variable ER62277 "P65D WTR AMT GE 200,000-#1 - SP" ; +label variable ER62278 "P65E WTR AMT GE 20,000-#1 - SP" ; +label variable ER62279 "P66 AGE BEGAN REC ANNUITY-#1 - SP" ; +label variable ER62280 "P67 AMT PREV ANNUITY-#1 - SP" ; +label variable ER62281 "P67 PREV ANNUITY PER-#1 - SP" ; +label variable ER62282 "P67B WTR AMT GE 400 PER MONTH-#1 - SP" ; +label variable ER62283 "P67C WTR AMT GE 1,200 PER MONTH-#1 - SP" ; +label variable ER62284 "P67D WTR AMT GE 1,600 PER MONTH-#1 - SP" ; +label variable ER62285 "P67E WTR AMT GE 200 PER MONTH-#1 - SP" ; +label variable ER62286 "P69 WTR SECOND PREV PENSION - SP" ; +label variable ER62287 "P46 TYPE PREV PENSION-#2 - SP" ; +label variable ER62288 "P47 ACCT AMT WHEN LEFT PREV EMP-#2 - SP" ; +label variable ER62289 "P47B WTR AMT GE 20,000-#2 - SP" ; +label variable ER62290 "P47C WTR AMT GE 50,000-#2 - SP" ; +label variable ER62291 "P47D WTR AMT GE 150,000-#2 - SP" ; +label variable ER62292 "P47E WTR AMT GE 5,000-#2 - SP" ; +label variable ER62293 "P48 WHAT DID W/PREV PNSN-#2 - SP" ; +label variable ER62294 "P49 AMT NOW PREV PNSN ACCT-#2 - SP" ; +label variable ER62295 "P49B WTR AMT GE 50,000-#2 - SP" ; +label variable ER62296 "P49C WTR AMT GE 100,000-#2 - SP" ; +label variable ER62297 "P49D WTR AMT GE 200,000-#2 - SP" ; +label variable ER62298 "P49E WTR AMT GE 20,000-#2 - SP" ; +label variable ER62299 "P50 AGE REC IF ANNUITY-#2 - SP" ; +label variable ER62300 "P51 AMT PREV ANNUITY-#2 - SP" ; +label variable ER62301 "P51 PREV ANNUITY PER-#2 - SP" ; +label variable ER62302 "P51B WTR AMT GE 400 PER MONTH-#2 - SP" ; +label variable ER62303 "P51C WTR AMT GE 1,200 PER MONTH-#2 - SP" ; +label variable ER62304 "P51D WTR AMT GE 1,600 PER MONTH-#2 - SP" ; +label variable ER62305 "P51E WTR AMT GE 200 PER MONTH-#2 - SP" ; +label variable ER62306 "P52 STATUS PREV PNSN MEN1-#2 - SP" ; +label variable ER62307 "P52 STATUS PREV PNSN MEN2-#2 - SP" ; +label variable ER62308 "P52 STATUS PREV PNSN MEN3-#2 - SP" ; +label variable ER62309 "P52 STATUS PREV PNSN MEN4-#2 - SP" ; +label variable ER62310 "P52 STATUS PREV PNSN MEN5-#2 - SP" ; +label variable ER62311 "P52 STATUS PREV PNSN MEN6-#2 - SP" ; +label variable ER62312 "P53 YR REC PREV PNSN-#2 - SP" ; +label variable ER62313 "P54 PREV PNSN BENEFIT AMT-#2 - SP" ; +label variable ER62314 "P54 BENEFIT PER-#2 - SP" ; +label variable ER62315 "P54B WTR AMT GE 400 PER MONTH-#2 - SP" ; +label variable ER62316 "P54C WTR AMT GE 1,200 PER MONTH-#2 - SP" ; +label variable ER62317 "P54D WTR AMT GE 1,600 PER MONTH-#2 - SP" ; +label variable ER62318 "P54E WTR AMT GE 200 PER MONTH-#2 - SP" ; +label variable ER62319 "P55 WTR BENEFITS COLA-#2 - SP" ; +label variable ER62320 "P56 WTR BENEFITS EVER COLA-#2 - SP" ; +label variable ER62321 "P57 PREV PNSN CASH SETTLEMNT AMT-#2 - SP" ; +label variable ER62322 "P57B WTR AMT GE 6,000-#2 - SP" ; +label variable ER62323 "P57C WTR AMT GE 60,000-#2 - SP" ; +label variable ER62324 "P57D WTR AMT GE 250,000-#2 - SP" ; +label variable ER62325 "P57E WTR AMT GE 2,000-#2 - SP" ; +label variable ER62326 "P58 WHAT DID W/CASH MEN1-#2 - SP" ; +label variable ER62327 "P58 WHAT DID W/CASH MEN2-#2 - SP" ; +label variable ER62328 "P58 WHAT DID W/CASH MEN3-#2 - SP" ; +label variable ER62329 "P58 WHAT DID W/CASH MEN4-#2 - SP" ; +label variable ER62330 "P58 WHAT DID W/CASH MEN5-#2 - SP" ; +label variable ER62331 "P58 WHAT DID W/CASH MEN6-#2 - SP" ; +label variable ER62332 "P59 PREV PNSN IRA AMT-#2 - SP" ; +label variable ER62333 "P59B WTR AMT GE 6,000-#2 - SP" ; +label variable ER62334 "P59C WTR AMT GE 60,000-#2 - SP" ; +label variable ER62335 "P59D WTR AMT GE 250,000-#2 - SP" ; +label variable ER62336 "P59E WTR AMT GE 2,000-#2 - SP" ; +label variable ER62337 "P60 # YRS IN PREV PLAN-#2 - SP" ; +label variable ER62338 "P61 AGE EXPECT REC PREV PNSN-#2 - SP" ; +label variable ER62339 "P62 AMT EXPECT REC PREV PNSN-#2 - SP" ; +label variable ER62340 "P62 PREV PNSN PER-#2 - SP" ; +label variable ER62341 "P62 PCT EXPECT REC PREV PNSN-#2 - SP" ; +label variable ER62342 "P62F WTR GE 40% OF PAY #2 - SP" ; +label variable ER62343 "P62G WTR GE 60% OF PAY #2 - SP" ; +label variable ER62344 "P62H WTR GE 80% OF PAY #2 - SP" ; +label variable ER62345 "P62J WTR GE 20% OF PAY #2 - SP" ; +label variable ER62346 "P62K PAY WHEN LEFT JOB #2 -SP" ; +label variable ER62347 "P62K PER WHEN LEFT JOB #2 -SP" ; +label variable ER62348 "P63 ACCT AMT WHEN LEFT PREV EMP-#2 - SP" ; +label variable ER62349 "P63B WTR AMT GE 20,000-#2 - SP" ; +label variable ER62350 "P63C WTR AMT GE 50,000-#2 - SP" ; +label variable ER62351 "P63D WTR AMT GE 150,000-#2 - SP" ; +label variable ER62352 "P63E WTR AMT GE 5,000-#2 - SP" ; +label variable ER62353 "P64 WHAT DID W/PREV PNSN-#2 - SP" ; +label variable ER62354 "P65 ACCT AMT PREV PNSN NOW-#2 - SP" ; +label variable ER62355 "P65B WTR AMT GE 50,000-#2 - SP" ; +label variable ER62356 "P65C WTR AMT GE 100,000-#2 - SP" ; +label variable ER62357 "P65D WTR AMT GE 200,000-#2 - SP" ; +label variable ER62358 "P65E WTR AMT GE 20,000-#2 - SP" ; +label variable ER62359 "P66 AGE BEGAN REC ANNUITY-#2 - SP" ; +label variable ER62360 "P67 AMT PREV ANNUITY-#2 - SP" ; +label variable ER62361 "P67 PREV ANNUITY PER-#2 - SP" ; +label variable ER62362 "P67B WTR AMT GE 400 PER MONTH-#2 - SP" ; +label variable ER62363 "P67C WTR AMT GE 1,200 PER MONTH-#2 - SP" ; +label variable ER62364 "P67D WTR AMT GE 1,600 PER MONTH-#2 - SP" ; +label variable ER62365 "P67E WTR AMT GE 200 PER MONTH-#2 - SP" ; +label variable ER62366 "H1 HEALTH STATUS-HEAD" ; +label variable ER62367 "H1A WTR HLTH BETTER/WORSE-HEAD" ; +label variable ER62368 "H1B WTR HEALTH BETTER-HEAD" ; +label variable ER62369 "H1C WTR HEALTH WORSE-HEAD" ; +label variable ER62370 "H2 WTR LIMIT TYPE/AMT WRK- HEAD" ; +label variable ER62371 "H3 WTR UNABLE TO DO SOME TYPES WORK-HD" ; +label variable ER62372 "H4 WTR LIMIT AMT WRK CAN DO-HEAD" ; +label variable ER62373 "H5A WTR HAD STROKE-HEAD" ; +label variable ER62374 "H5A WTR EDITED-HEAD" ; +label variable ER62375 "H6A1 AGE AT FIRST STROKE-HEAD" ; +label variable ER62376 "H6A2 WTR SECOND STROKE-HEAD" ; +label variable ER62377 "H7A WTR STROKE LIMIT DAILY ACTIVITY-HD" ; +label variable ER62378 "H7A2 WTR TAKING MEDS FOR STROKE-HD" ; +label variable ER62379 "H5B WTR HEART ATTACK-HEAD" ; +label variable ER62380 "H5B WTR EDITED-HEAD" ; +label variable ER62381 "H6B1 AGE AT FIRST HEART ATTACK-HD" ; +label variable ER62382 "H6B2 WTR SECOND HEART ATTACK-HD" ; +label variable ER62383 "H7B WTR HEART ATTACK LIMIT ACTIVITY-HD" ; +label variable ER62384 "H7B2 WTR TAKING MEDS FOR HEART ATTACK-HD" ; +label variable ER62385 "H5C WTR HEART DISEASE-HEAD" ; +label variable ER62386 "H5C WTR EDITED-HEAD" ; +label variable ER62387 "H6C1 AGE FIRST HAD HEART DISEASE-HD" ; +label variable ER62388 "H7C WTR HRT DISEASE LIMIT ACTIVITY-HD" ; +label variable ER62389 "H7C2 WTR TAKING MEDS HEART DISEASE-HD" ; +label variable ER62390 "H5D WTR HYPERTENSION-HEAD" ; +label variable ER62391 "H5D WTR EDITED-HEAD" ; +label variable ER62392 "H6D1 AGE FIRST HAD HYPERTENSION-HD" ; +label variable ER62393 "H7D WTR HYPERTENSION LIMIT ACTIVITY-HD" ; +label variable ER62394 "H7D2 WTR TAKING MEDS FOR HYPERTENSION-HD" ; +label variable ER62395 "H5E WTR ASTHMA-HEAD" ; +label variable ER62396 "H5E WTR EDITED-HEAD" ; +label variable ER62397 "H6E1 AGE FIRST HAD ASTHMA-HEAD" ; +label variable ER62398 "H7E WTR ASTHMA LIMIT DAILY ACTIVITY-HD" ; +label variable ER62399 "H7E2 WTR TAKING MEDS FOR ASTHMA-HD" ; +label variable ER62400 "H5F WTR LUNG DISEASE-HEAD" ; +label variable ER62401 "H5F WTR EDITED-HEAD" ; +label variable ER62402 "H6F1 AGE FIRST HAD LUNG DISEASE-HD" ; +label variable ER62403 "H7F WTR LUNG DISEASE LIMIT ACTIVITY-HD" ; +label variable ER62404 "H7F2 WTR TAKING MEDS FOR LUNG DISEASE-HD" ; +label variable ER62405 "H5G WTR DIABETES-HEAD" ; +label variable ER62406 "H5G WTR EDITED-HEAD" ; +label variable ER62407 "H6G1 AGE FIRST HAD DIABETES-HEAD" ; +label variable ER62408 "H7G WTR DIABETES LIMIT ACTIVITY-HD" ; +label variable ER62409 "H7G2 WTR TAKING MEDS FOR DIABETES-HD" ; +label variable ER62410 "H5H WTR ARTHRITIS-HEAD" ; +label variable ER62411 "H5H WTR EDITED-HEAD" ; +label variable ER62412 "H6H1 AGE FIRST HAD ARTHRITIS-HEAD" ; +label variable ER62413 "H7H WTR ARTHRITIS LIMIT ACTIVITY-HD" ; +label variable ER62414 "H7H2 WTR TAKING MEDS FOR ARTHRITIS-HD" ; +label variable ER62415 "H5I WTR MEMORY LOSS-HEAD" ; +label variable ER62416 "H5I WTR EDITED-HEAD" ; +label variable ER62417 "H6I1 AGE FIRST HAD MEMORY LOSS-HD" ; +label variable ER62418 "H7I WTR MEMORY LOSS LIMIT ACTIVITY-HD" ; +label variable ER62419 "H7I2 WTR TAKING MEDS FOR MEMORY LOSS-HD" ; +label variable ER62420 "H5J WTR LEARNING DISORDER-HEAD" ; +label variable ER62421 "H5J WTR EDITED-HEAD" ; +label variable ER62422 "H6J1 AGE FIRST HAD LRNG DISORDER-HD" ; +label variable ER62423 "H7J WTR LRNG DISORDR LIMIT ACTIVITY-HD" ; +label variable ER62424 "H7J2 WTR TAKING MEDS FOR LRNG DISORDR-HD" ; +label variable ER62425 "H5K WTR CANCER-HEAD" ; +label variable ER62426 "H6K1 AGE FIRST HAD CANCER-HEAD" ; +label variable ER62427 "H6K3 WTR TREATING, RMSSN, OR CURED-HD" ; +label variable ER62428 "H6K4 TYPE OF CANCER MENTION 1-HEAD" ; +label variable ER62429 "H6K4 WTR EDITED (MEN 1)-HEAD" ; +label variable ER62430 "H6K4 TYPE OF CANCER MENTION 2-HEAD" ; +label variable ER62431 "H6K4 WTR EDITED (MEN 2)-HEAD" ; +label variable ER62432 "H7K WTR CANCER LIMIT ACTIVITY-HEAD" ; +label variable ER62433 "H5L WTR PSYCH PROBLEM-HEAD" ; +label variable ER62434 "H6L1 AGE FIRST HAD PSYCH PROB-HEAD" ; +label variable ER62435 "H6L2 TYPE OF PSYCH PROB MENTION 1-HD" ; +label variable ER62436 "H6L2 WTR EDITED (MEN1) -HEAD" ; +label variable ER62437 "H6L2 TYPE OF PSYCH PROB MENTION 2-HD" ; +label variable ER62438 "H6L2 WTR EDITED (MEN2) -HEAD" ; +label variable ER62439 "H6L2 TYPE OF PSYCH PROB MENTION 3-HD" ; +label variable ER62440 "H6L2 WTR EDITED (MEN3) -HEAD" ; +label variable ER62441 "H7L WTR PSYCH PROB LIMIT ACTIVITY-HD" ; +label variable ER62442 "H7L2 WTR TAKING MEDS FOR NERVES-HD" ; +label variable ER62443 "H5M WTR OTR CHRONIC CONDITION-HD" ; +label variable ER62444 "H6M1 TYPE OTR CHRONIC CONDITION-HD" ; +label variable ER62445 "H6M2 AGE FIRST HAD CHRON COND-HEAD" ; +label variable ER62446 "H7M WTR CHRON COND LIMIT ACTIVITY-HD" ; +label variable ER62447 "H7M2 WTR TAKING MEDS FOR OTR CHRON-HD" ; +label variable ER62448 "H8 WTR HOSPITALIZED IN 2014-HEAD" ; +label variable ER62449 "H8A # NIGHTS IN HOSPITAL-HEAD" ; +label variable ER62450 "H8A # WEEKS IN HOSPITAL-HEAD" ; +label variable ER62451 "H9A WTR PROBLEM BATHING-HEAD" ; +label variable ER62452 "H10A1 WTR SOMEONE HELPS BATHE-HD" ; +label variable ER62453 "H10A2 WTR NEED EQUIP TO BATHE-HD" ; +label variable ER62454 "H9B WTR PROBLEM DRESSING-HEAD" ; +label variable ER62455 "H10B1 WTR SOMEONE HELPS DRESS-HD" ; +label variable ER62456 "H10B2 WTR NEED EQUIP TO DRESS-HD" ; +label variable ER62457 "H9C WTR PROBLEM EATING-HEAD" ; +label variable ER62458 "H10C1 WTR SOMEONE HELPS EATNG-HD" ; +label variable ER62459 "H10C2 WTR NEED EQUIP TO EAT-HD" ; +label variable ER62460 "H9D WTR PROB GET IN/OUT BED/CHAIR-HD" ; +label variable ER62461 "H10D1 WTR SOMEONE HELPS BED/CHAIR-HD" ; +label variable ER62462 "H10D2 WTR NEED EQUIP FOR BED/CHAIR-HD" ; +label variable ER62463 "H9E WTR PROBLEM WALKING-HEAD" ; +label variable ER62464 "H10E1 WTR SOMEONE HELPS WALK-HD" ; +label variable ER62465 "H10E2 WTR NEED EQUIP TO WALK-HD" ; +label variable ER62466 "H9F WTR PROBLEM GETTING OUTSIDE-HD" ; +label variable ER62467 "H10F1 WTR SOMEONE HELPS GET OUT-HD" ; +label variable ER62468 "H10F2 WTR NEED EQUIP TO GO OUTSIDE-HD" ; +label variable ER62469 "H9G WTR PROBLEM USE TOILET-HD" ; +label variable ER62470 "H10G1 WTR SOMEONE HELPS TOILET-HD" ; +label variable ER62471 "H10G2 WTR NEED EQUIP TO USE TOILET-HD" ; +label variable ER62472 "H11A WTR DIFFICULT PREPARE MEALS-HD" ; +label variable ER62473 "H11B HEALTH/PHYSICAL PROBLEM?-HD" ; +label variable ER62474 "H11C WTR DIFFICULT SHOPPING-HD" ; +label variable ER62475 "H11D HEALTH/PHYSICAL PROBLEM?-HD" ; +label variable ER62476 "H11E WTR DIFFICULT MANAGE MONEY-HD" ; +label variable ER62477 "H11F HEALTH/PHYSICAL PROBLEM?-HD" ; +label variable ER62478 "H11G WTR TELEPHONE DIFFICULT-HD" ; +label variable ER62479 "H11H HEALTH/PHYSICAL PROBLEM?-HD" ; +label variable ER62480 "H11J WTR HEAVY HSWRK DIFFICULT-HD" ; +label variable ER62481 "H11K HEALTH/PHYSICAL PROBLEM?-HD" ; +label variable ER62482 "H11L WTR LIGHT HSWRK DIFFICULT-HD" ; +label variable ER62483 "H11M HEALTH/PHYSICAL PROBLEM?-HD" ; +label variable ER62484 "H12A FREQ OF HVY PHYSICAL ACTIVITY-HD" ; +label variable ER62485 "H12A TIME UNIT FOR HVY PHYS ACTIVITY-HD" ; +label variable ER62486 "H12B FREQ OF LITE PHYSICAL ACTIVITY-HD" ; +label variable ER62487 "H12B TIME UNIT FOR LITE PHYS ACTIVITY-HD" ; +label variable ER62488 "H12C FREQ OF STRENGTH PHYS ACTIVITY-HD" ; +label variable ER62489 "H12C TIME UNIT STRNGTH PHYS ACTVTY-HD" ; +label variable ER62490 "H13 WTR SMOKE CIGARETTES-HD" ; +label variable ER62491 "H14 # CIGARETTES PER DAY-HD" ; +label variable ER62492 "H15 AGE WHEN FIRST SMOKED-HD" ; +label variable ER62493 "H16 WTR EVER SMOKED CIGARETTES-HD" ; +label variable ER62494 "H17 # CIGARETTES PER DAY-HD" ; +label variable ER62495 "H18 AGE LAST SMOKED REGULARLY-HD" ; +label variable ER62496 "H19 AGE FIRST SMOKED REGULARLY-HD" ; +label variable ER62497 "H20 WTR DRINK ALCOHOL-HEAD" ; +label variable ER62498 "H21A HOW OFTEN HAVE DRINKS-HD" ; +label variable ER62499 "H21B # ALCOHOLIC DRINKS PER DAY-HD" ; +label variable ER62500 "H21C # DAYS HAD 4-5 DRINKS-HEAD" ; +label variable ER62501 "H22 WEIGHT IN POUNDS-HEAD" ; +label variable ER62502 "H22 WEIGHT IN KILOS-HEAD" ; +label variable ER62503 "H23 HEIGHT-FEET-HEAD" ; +label variable ER62504 "H23 HEIGHT-INCHES-HEAD" ; +label variable ER62505 "H23 HEIGHT IN METERS-HEAD" ; +label variable ER62506 "H25H HEALTH STATUS B4 AGE 17--HD" ; +label variable ER62507 "H26H WTR MISSED MO OR MORE SCHOOL--HD" ; +label variable ER62508 "H27H WTR MEASLES B4 AGE 17--HD" ; +label variable ER62509 "H28H WTR MUMPS B4 AGE 17--HD" ; +label variable ER62510 "H29H WTR CHICKEN POX B4 AGE 17--HD" ; +label variable ER62511 "H30H WTR DIFF SEEING B4 AGE 17--HD" ; +label variable ER62512 "H31H PARENTS SMOKED B4 HD AGE 17?--HD" ; +label variable ER62513 "H32H WTR ASTHMA B4 AGE 17--HD" ; +label variable ER62514 "H33H WTR DIABETES B4 AGE 17--HD" ; +label variable ER62515 "H34H WTR RESP DIS B4 AGE 17--HD" ; +label variable ER62516 "H35H WTR SPCH IMPAIR B4 AGE 17--HD" ; +label variable ER62517 "H36H WTR ALLERGY B4 AGE 17--HD" ; +label variable ER62518 "H37H WTR HEART TRBL B4 AGE 17--HD" ; +label variable ER62519 "H38H WTR EAR PROB B4 AGE 17--HD" ; +label variable ER62520 "H39H WTR EPILEPSY B4 AGE 17--HD" ; +label variable ER62521 "H40H WTR HEADACHE B4 AGE 17--HD" ; +label variable ER62522 "H41H WTR STOM PROB B4 AGE 17--HD" ; +label variable ER62523 "H42H WTR HGH BLOOD PR B4 AGE 17--HD" ; +label variable ER62524 "H43H WTR DEPRESSION B4 AGE 17--HD" ; +label variable ER62525 "H44H WTR DRUG/AL PROB B4 AGE 17--HD" ; +label variable ER62526 "H45H WTR OTR PSYCH PROB B4 AGE 17--HD" ; +label variable ER62527 "HEHC SLF RPT: YEAR 1ST REPORT--HD" ; +label variable ER62528 "HEHC SLF RPT: PAR SEP B4 AGE 1--HD" ; +label variable ER62529 "HEHC SLF RPT: PAR SEP AGE 1--HD" ; +label variable ER62530 "HEHC SLF RPT: PAR SEP AGE 2--HD" ; +label variable ER62531 "HEHC SLF RPT: PAR SEP AGE 3--HD" ; +label variable ER62532 "HEHC SLF RPT: PAR SEP AGE 4--HD" ; +label variable ER62533 "HEHC SLF RPT: PAR SEP AGE 5--HD" ; +label variable ER62534 "HEHC SLF RPT: PAR SEP AGE 6--HD" ; +label variable ER62535 "HEHC SLF RPT: PAR SEP AGE 7--HD" ; +label variable ER62536 "HEHC SLF RPT: PAR SEP AGE 8--HD" ; +label variable ER62537 "HEHC SLF RPT: PAR SEP AGE 9--HD" ; +label variable ER62538 "HEHC SLF RPT: PAR SEP AGE 10--HD" ; +label variable ER62539 "HEHC SLF RPT: PAR SEP AGE 11--HD" ; +label variable ER62540 "HEHC SLF RPT: PAR SEP AGE 12--HD" ; +label variable ER62541 "HEHC SLF RPT: PAR SEP AGE 13--HD" ; +label variable ER62542 "HEHC SLF RPT: PAR SEP AGE 14--HD" ; +label variable ER62543 "HEHC SLF RPT: PAR SEP AGE 15--HD" ; +label variable ER62544 "HEHC SLF RPT: PAR SEP AGE 16--HD" ; +label variable ER62545 "HEHC SLF RPT: MOVE B4 AGE 1--HD" ; +label variable ER62546 "HEHC SLF RPT: MOVE AGE 1--HD" ; +label variable ER62547 "HEHC SLF RPT: MOVE AGE 2--HD" ; +label variable ER62548 "HEHC SLF RPT: MOVE AGE 3--HD" ; +label variable ER62549 "HEHC SLF RPT: MOVE AGE 4--HD" ; +label variable ER62550 "HEHC SLF RPT: MOVE AGE 5--HD" ; +label variable ER62551 "HEHC SLF RPT: MOVE AGE 6--HD" ; +label variable ER62552 "HEHC SLF RPT: MOVE AGE 7--HD" ; +label variable ER62553 "HEHC SLF RPT: MOVE AGE 8--HD" ; +label variable ER62554 "HEHC SLF RPT: MOVE AGE 9--HD" ; +label variable ER62555 "HEHC SLF RPT: MOVE AGE 10--HD" ; +label variable ER62556 "HEHC SLF RPT: MOVE AGE 11--HD" ; +label variable ER62557 "HEHC SLF RPT: MOVE AGE 12--HD" ; +label variable ER62558 "HEHC SLF RPT: MOVE AGE 13--HD" ; +label variable ER62559 "HEHC SLF RPT: MOVE AGE 14--HD" ; +label variable ER62560 "HEHC SLF RPT: MOVE AGE 15--HD" ; +label variable ER62561 "HEHC SLF RPT: MOVE AGE 16--HD" ; +label variable ER62562 "HEHC SLF RPT: SCHOOL B4 AGE 1--HD" ; +label variable ER62563 "HEHC SLF RPT: SCHOOL AGE 1--HD" ; +label variable ER62564 "HEHC SLF RPT: SCHOOL AGE 2--HD" ; +label variable ER62565 "HEHC SLF RPT: SCHOOL AGE 3--HD" ; +label variable ER62566 "HEHC SLF RPT: SCHOOL AGE 4--HD" ; +label variable ER62567 "HEHC SLF RPT: SCHOOL AGE 5--HD" ; +label variable ER62568 "HEHC SLF RPT: SCHOOL AGE 6--HD" ; +label variable ER62569 "HEHC SLF RPT: SCHOOL AGE 7--HD" ; +label variable ER62570 "HEHC SLF RPT: SCHOOL AGE 8--HD" ; +label variable ER62571 "HEHC SLF RPT: SCHOOL AGE 9--HD" ; +label variable ER62572 "HEHC SLF RPT: SCHOOL AGE 10--HD" ; +label variable ER62573 "HEHC SLF RPT: SCHOOL AGE 11--HD" ; +label variable ER62574 "HEHC SLF RPT: SCHOOL AGE 12--HD" ; +label variable ER62575 "HEHC SLF RPT: SCHOOL AGE 13--HD" ; +label variable ER62576 "HEHC SLF RPT: SCHOOL AGE 14--HD" ; +label variable ER62577 "HEHC SLF RPT: SCHOOL AGE 15--HD" ; +label variable ER62578 "HEHC SLF RPT: SCHOOL AGE 16--HD" ; +label variable ER62579 "HEHC SLF RPT: ASTHMA B4 AGE 1--HD" ; +label variable ER62580 "HEHC SLF RPT: ASTHMA AGE 1--HD" ; +label variable ER62581 "HEHC SLF RPT: ASTHMA AGE 2--HD" ; +label variable ER62582 "HEHC SLF RPT: ASTHMA AGE 3--HD" ; +label variable ER62583 "HEHC SLF RPT: ASTHMA AGE 4--HD" ; +label variable ER62584 "HEHC SLF RPT: ASTHMA AGE 5--HD" ; +label variable ER62585 "HEHC SLF RPT: ASTHMA AGE 6--HD" ; +label variable ER62586 "HEHC SLF RPT: ASTHMA AGE 7--HD" ; +label variable ER62587 "HEHC SLF RPT: ASTHMA AGE 8--HD" ; +label variable ER62588 "HEHC SLF RPT: ASTHMA AGE 9--HD" ; +label variable ER62589 "HEHC SLF RPT: ASTHMA AGE 10--HD" ; +label variable ER62590 "HEHC SLF RPT: ASTHMA AGE 11--HD" ; +label variable ER62591 "HEHC SLF RPT: ASTHMA AGE 12--HD" ; +label variable ER62592 "HEHC SLF RPT: ASTHMA AGE 13--HD" ; +label variable ER62593 "HEHC SLF RPT: ASTHMA AGE 14--HD" ; +label variable ER62594 "HEHC SLF RPT: ASTHMA AGE 15--HD" ; +label variable ER62595 "HEHC SLF RPT: ASTHMA AGE 16--HD" ; +label variable ER62596 "HEHC SLF RPT: ASTHMA AGE 17+--HD" ; +label variable ER62597 "HEHC SLF RPT: AGE END ASTHMA--HD" ; +label variable ER62598 "HEHC SLF RPT: DIABETES B4 AGE 1--HD" ; +label variable ER62599 "HEHC SLF RPT: DIABETES AGE 1--HD" ; +label variable ER62600 "HEHC SLF RPT: DIABETES AGE 2--HD" ; +label variable ER62601 "HEHC SLF RPT: DIABETES AGE 3--HD" ; +label variable ER62602 "HEHC SLF RPT: DIABETES AGE 4--HD" ; +label variable ER62603 "HEHC SLF RPT: DIABETES AGE 5--HD" ; +label variable ER62604 "HEHC SLF RPT: DIABETES AGE 6--HD" ; +label variable ER62605 "HEHC SLF RPT: DIABETES AGE 7--HD" ; +label variable ER62606 "HEHC SLF RPT: DIABETES AGE 8--HD" ; +label variable ER62607 "HEHC SLF RPT: DIABETES AGE 9--HD" ; +label variable ER62608 "HEHC SLF RPT: DIABETES AGE 10--HD" ; +label variable ER62609 "HEHC SLF RPT: DIABETES AGE 11--HD" ; +label variable ER62610 "HEHC SLF RPT: DIABETES AGE 12--HD" ; +label variable ER62611 "HEHC SLF RPT: DIABETES AGE 13--HD" ; +label variable ER62612 "HEHC SLF RPT: DIABETES AGE 14--HD" ; +label variable ER62613 "HEHC SLF RPT: DIABETES AGE 15--HD" ; +label variable ER62614 "HEHC SLF RPT: DIABETES AGE 16--HD" ; +label variable ER62615 "HEHC SLF RPT: DIABETES AGE 17+--HD" ; +label variable ER62616 "HEHC SLF RPT: AGE END DIABETES--HD" ; +label variable ER62617 "HEHC SLF RPT: RESP DIS B4 AGE 1--HD" ; +label variable ER62618 "HEHC SLF RPT: RESP DIS AGE 1--HD" ; +label variable ER62619 "HEHC SLF RPT: RESP DIS AGE 2--HD" ; +label variable ER62620 "HEHC SLF RPT: RESP DIS AGE 3--HD" ; +label variable ER62621 "HEHC SLF RPT: RESP DIS AGE 4--HD" ; +label variable ER62622 "HEHC SLF RPT: RESP DIS AGE 5--HD" ; +label variable ER62623 "HEHC SLF RPT: RESP DIS AGE 6--HD" ; +label variable ER62624 "HEHC SLF RPT: RESP DIS AGE 7--HD" ; +label variable ER62625 "HEHC SLF RPT: RESP DIS AGE 8--HD" ; +label variable ER62626 "HEHC SLF RPT: RESP DIS AGE 9--HD" ; +label variable ER62627 "HEHC SLF RPT: RESP DIS AGE 10--HD" ; +label variable ER62628 "HEHC SLF RPT: RESP DIS AGE 11--HD" ; +label variable ER62629 "HEHC SLF RPT: RESP DIS AGE 12--HD" ; +label variable ER62630 "HEHC SLF RPT: RESP DIS AGE 13--HD" ; +label variable ER62631 "HEHC SLF RPT: RESP DIS AGE 14--HD" ; +label variable ER62632 "HEHC SLF RPT: RESP DIS AGE 15--HD" ; +label variable ER62633 "HEHC SLF RPT: RESP DIS AGE 16--HD" ; +label variable ER62634 "HEHC SLF RPT: RESP DIS AGE 17+--HD" ; +label variable ER62635 "HEHC SLF RPT: AGE END RESP DIS--HD" ; +label variable ER62636 "HEHC SLF RPT: SPCH IMPAIR B4 AGE 1--HD" ; +label variable ER62637 "HEHC SLF RPT: SPCH IMPAIR AGE 1--HD" ; +label variable ER62638 "HEHC SLF RPT: SPCH IMPAIR AGE 2--HD" ; +label variable ER62639 "HEHC SLF RPT: SPCH IMPAIR AGE 3--HD" ; +label variable ER62640 "HEHC SLF RPT: SPCH IMPAIR AGE 4--HD" ; +label variable ER62641 "HEHC SLF RPT: SPCH IMPAIR AGE 5--HD" ; +label variable ER62642 "HEHC SLF RPT: SPCH IMPAIR AGE 6--HD" ; +label variable ER62643 "HEHC SLF RPT: SPCH IMPAIR AGE 7--HD" ; +label variable ER62644 "HEHC SLF RPT: SPCH IMPAIR AGE 8--HD" ; +label variable ER62645 "HEHC SLF RPT: SPCH IMPAIR AGE 9--HD" ; +label variable ER62646 "HEHC SLF RPT: SPCH IMPAIR AGE 10--HD" ; +label variable ER62647 "HEHC SLF RPT: SPCH IMPAIR AGE 11--HD" ; +label variable ER62648 "HEHC SLF RPT: SPCH IMPAIR AGE 12--HD" ; +label variable ER62649 "HEHC SLF RPT: SPCH IMPAIR AGE 13--HD" ; +label variable ER62650 "HEHC SLF RPT: SPCH IMPAIR AGE 14--HD" ; +label variable ER62651 "HEHC SLF RPT: SPCH IMPAIR AGE 15--HD" ; +label variable ER62652 "HEHC SLF RPT: SPCH IMPAIR AGE 16--HD" ; +label variable ER62653 "HEHC SLF RPT: SPCH IMPAIR AGE 17+--HD" ; +label variable ER62654 "HEHC SLF RPT: AGE END SPCH IMPAIR--HD" ; +label variable ER62655 "HEHC SLF RPT: ALLERGY B4 AGE 1--HD" ; +label variable ER62656 "HEHC SLF RPT: ALLERGY AGE 1--HD" ; +label variable ER62657 "HEHC SLF RPT: ALLERGY AGE 2--HD" ; +label variable ER62658 "HEHC SLF RPT: ALLERGY AGE 3--HD" ; +label variable ER62659 "HEHC SLF RPT: ALLERGY AGE 4--HD" ; +label variable ER62660 "HEHC SLF RPT: ALLERGY AGE 5--HD" ; +label variable ER62661 "HEHC SLF RPT: ALLERGY AGE 6--HD" ; +label variable ER62662 "HEHC SLF RPT: ALLERGY AGE 7--HD" ; +label variable ER62663 "HEHC SLF RPT: ALLERGY AGE 8--HD" ; +label variable ER62664 "HEHC SLF RPT: ALLERGY AGE 9--HD" ; +label variable ER62665 "HEHC SLF RPT: ALLERGY AGE 10--HD" ; +label variable ER62666 "HEHC SLF RPT: ALLERGY AGE 11--HD" ; +label variable ER62667 "HEHC SLF RPT: ALLERGY AGE 12--HD" ; +label variable ER62668 "HEHC SLF RPT: ALLERGY AGE 13--HD" ; +label variable ER62669 "HEHC SLF RPT: ALLERGY AGE 14--HD" ; +label variable ER62670 "HEHC SLF RPT: ALLERGY AGE 15--HD" ; +label variable ER62671 "HEHC SLF RPT: ALLERGY AGE 16--HD" ; +label variable ER62672 "HEHC SLF RPT: ALLERGY AGE 17+--HD" ; +label variable ER62673 "HEHC SLF RPT: AGE END ALLERGY--HD" ; +label variable ER62674 "HEHC SLF RPT: HEART TRBL B4 AGE 1--HD" ; +label variable ER62675 "HEHC SLF RPT: HEART TRBL AGE 1--HD" ; +label variable ER62676 "HEHC SLF RPT: HEART TRBL AGE 2--HD" ; +label variable ER62677 "HEHC SLF RPT: HEART TRBL AGE 3--HD" ; +label variable ER62678 "HEHC SLF RPT: HEART TRBL AGE 4--HD" ; +label variable ER62679 "HEHC SLF RPT: HEART TRBL AGE 5--HD" ; +label variable ER62680 "HEHC SLF RPT: HEART TRBL AGE 6--HD" ; +label variable ER62681 "HEHC SLF RPT: HEART TRBL AGE 7--HD" ; +label variable ER62682 "HEHC SLF RPT: HEART TRBL AGE 8--HD" ; +label variable ER62683 "HEHC SLF RPT: HEART TRBL AGE 9--HD" ; +label variable ER62684 "HEHC SLF RPT: HEART TRBL AGE 10--HD" ; +label variable ER62685 "HEHC SLF RPT: HEART TRBL AGE 11--HD" ; +label variable ER62686 "HEHC SLF RPT: HEART TRBL AGE 12--HD" ; +label variable ER62687 "HEHC SLF RPT: HEART TRBL AGE 13--HD" ; +label variable ER62688 "HEHC SLF RPT: HEART TRBL AGE 14--HD" ; +label variable ER62689 "HEHC SLF RPT: HEART TRBL AGE 15--HD" ; +label variable ER62690 "HEHC SLF RPT: HEART TRBL AGE 16--HD" ; +label variable ER62691 "HEHC SLF RPT: HEART TRBL AGE 17+--HD" ; +label variable ER62692 "HEHC SLF RPT: AGE END HEART TRBL--HD" ; +label variable ER62693 "HEHC SLF RPT: EAR PROBS B4 AGE 1--HD" ; +label variable ER62694 "HEHC SLF RPT: EAR PROBS AGE 1--HD" ; +label variable ER62695 "HEHC SLF RPT: EAR PROBS AGE 2--HD" ; +label variable ER62696 "HEHC SLF RPT: EAR PROBS AGE 3--HD" ; +label variable ER62697 "HEHC SLF RPT: EAR PROBS AGE 4--HD" ; +label variable ER62698 "HEHC SLF RPT: EAR PROBS AGE 5--HD" ; +label variable ER62699 "HEHC SLF RPT: EAR PROBS AGE 6--HD" ; +label variable ER62700 "HEHC SLF RPT: EAR PROBS AGE 7--HD" ; +label variable ER62701 "HEHC SLF RPT: EAR PROBS AGE 8--HD" ; +label variable ER62702 "HEHC SLF RPT: EAR PROBS AGE 9--HD" ; +label variable ER62703 "HEHC SLF RPT: EAR PROBS AGE 10--HD" ; +label variable ER62704 "HEHC SLF RPT: EAR PROBS AGE 11--HD" ; +label variable ER62705 "HEHC SLF RPT: EAR PROBS AGE 12--HD" ; +label variable ER62706 "HEHC SLF RPT: EAR PROBS AGE 13--HD" ; +label variable ER62707 "HEHC SLF RPT: EAR PROBS AGE 14--HD" ; +label variable ER62708 "HEHC SLF RPT: EAR PROBS AGE 15--HD" ; +label variable ER62709 "HEHC SLF RPT: EAR PROBS AGE 16--HD" ; +label variable ER62710 "HEHC SLF RPT: EAR PROBS AGE 17+--HD" ; +label variable ER62711 "HEHC SLF RPT: AGE END EAR PROBS--HD" ; +label variable ER62712 "HEHC SLF RPT: EPILEPSY B4 AGE 1--HD" ; +label variable ER62713 "HEHC SLF RPT: EPILEPSY AGE 1--HD" ; +label variable ER62714 "HEHC SLF RPT: EPILEPSY AGE 2--HD" ; +label variable ER62715 "HEHC SLF RPT: EPILEPSY AGE 3--HD" ; +label variable ER62716 "HEHC SLF RPT: EPILEPSY AGE 4--HD" ; +label variable ER62717 "HEHC SLF RPT: EPILEPSY AGE 5--HD" ; +label variable ER62718 "HEHC SLF RPT: EPILEPSY AGE 6--HD" ; +label variable ER62719 "HEHC SLF RPT: EPILEPSY AGE 7--HD" ; +label variable ER62720 "HEHC SLF RPT: EPILEPSY AGE 8--HD" ; +label variable ER62721 "HEHC SLF RPT: EPILEPSY AGE 9--HD" ; +label variable ER62722 "HEHC SLF RPT: EPILEPSY AGE 10--HD" ; +label variable ER62723 "HEHC SLF RPT: EPILEPSY AGE 11--HD" ; +label variable ER62724 "HEHC SLF RPT: EPILEPSY AGE 12--HD" ; +label variable ER62725 "HEHC SLF RPT: EPILEPSY AGE 13--HD" ; +label variable ER62726 "HEHC SLF RPT: EPILEPSY AGE 14--HD" ; +label variable ER62727 "HEHC SLF RPT: EPILEPSY AGE 15--HD" ; +label variable ER62728 "HEHC SLF RPT: EPILEPSY AGE 16--HD" ; +label variable ER62729 "HEHC SLF RPT: EPILEPSY AGE 17+--HD" ; +label variable ER62730 "HEHC SLF RPT: AGE END EPILEPSY--HD" ; +label variable ER62731 "HEHC SLF RPT: HEADACHE B4 AGE 1--HD" ; +label variable ER62732 "HEHC SLF RPT: HEADACHE AGE 1--HD" ; +label variable ER62733 "HEHC SLF RPT: HEADACHE AGE 2--HD" ; +label variable ER62734 "HEHC SLF RPT: HEADACHE AGE 3--HD" ; +label variable ER62735 "HEHC SLF RPT: HEADACHE AGE 4--HD" ; +label variable ER62736 "HEHC SLF RPT: HEADACHE AGE 5--HD" ; +label variable ER62737 "HEHC SLF RPT: HEADACHE AGE 6--HD" ; +label variable ER62738 "HEHC SLF RPT: HEADACHE AGE 7--HD" ; +label variable ER62739 "HEHC SLF RPT: HEADACHE AGE 8--HD" ; +label variable ER62740 "HEHC SLF RPT: HEADACHE AGE 9--HD" ; +label variable ER62741 "HEHC SLF RPT: HEADACHE AGE 10--HD" ; +label variable ER62742 "HEHC SLF RPT: HEADACHE AGE 11--HD" ; +label variable ER62743 "HEHC SLF RPT: HEADACHE AGE 12--HD" ; +label variable ER62744 "HEHC SLF RPT: HEADACHE AGE 13--HD" ; +label variable ER62745 "HEHC SLF RPT: HEADACHE AGE 14--HD" ; +label variable ER62746 "HEHC SLF RPT: HEADACHE AGE 15--HD" ; +label variable ER62747 "HEHC SLF RPT: HEADACHE AGE 16--HD" ; +label variable ER62748 "HEHC SLF RPT: HEADACHE AGE 17+--HD" ; +label variable ER62749 "HEHC SLF RPT: AGE END HEADACHE--HD" ; +label variable ER62750 "HEHC SLF RPT: STOM PROB B4 AGE 1--HD" ; +label variable ER62751 "HEHC SLF RPT: STOM PROB AGE 1--HD" ; +label variable ER62752 "HEHC SLF RPT: STOM PROB AGE 2--HD" ; +label variable ER62753 "HEHC SLF RPT: STOM PROB AGE 3--HD" ; +label variable ER62754 "HEHC SLF RPT: STOM PROB AGE 4--HD" ; +label variable ER62755 "HEHC SLF RPT: STOM PROB AGE 5--HD" ; +label variable ER62756 "HEHC SLF RPT: STOM PROB AGE 6--HD" ; +label variable ER62757 "HEHC SLF RPT: STOM PROB AGE 7--HD" ; +label variable ER62758 "HEHC SLF RPT: STOM PROB AGE 8--HD" ; +label variable ER62759 "HEHC SLF RPT: STOM PROB AGE 9--HD" ; +label variable ER62760 "HEHC SLF RPT: STOM PROB AGE 10--HD" ; +label variable ER62761 "HEHC SLF RPT: STOM PROB AGE 11--HD" ; +label variable ER62762 "HEHC SLF RPT: STOM PROB AGE 12--HD" ; +label variable ER62763 "HEHC SLF RPT: STOM PROB AGE 13--HD" ; +label variable ER62764 "HEHC SLF RPT: STOM PROB AGE 14--HD" ; +label variable ER62765 "HEHC SLF RPT: STOM PROB AGE 15--HD" ; +label variable ER62766 "HEHC SLF RPT: STOM PROB AGE 16--HD" ; +label variable ER62767 "HEHC SLF RPT: STOM PROB AGE 17+--HD" ; +label variable ER62768 "HEHC SLF RPT: AGE END STOM PROB--HD" ; +label variable ER62769 "HEHC SLF RPT: HGH BLOOD PR B4 AGE 1--HD" ; +label variable ER62770 "HEHC SLF RPT: HGH BLOOD PR AGE 1--HD" ; +label variable ER62771 "HEHC SLF RPT: HGH BLOOD PR AGE 2--HD" ; +label variable ER62772 "HEHC SLF RPT: HGH BLOOD PR AGE 3--HD" ; +label variable ER62773 "HEHC SLF RPT: HGH BLOOD PR AGE 4--HD" ; +label variable ER62774 "HEHC SLF RPT: HGH BLOOD PR AGE 5--HD" ; +label variable ER62775 "HEHC SLF RPT: HGH BLOOD PR AGE 6--HD" ; +label variable ER62776 "HEHC SLF RPT: HGH BLOOD PR AGE 7--HD" ; +label variable ER62777 "HEHC SLF RPT: HGH BLOOD PR AGE 8--HD" ; +label variable ER62778 "HEHC SLF RPT: HGH BLOOD PR AGE 9--HD" ; +label variable ER62779 "HEHC SLF RPT: HGH BLOOD PR AGE 10--HD" ; +label variable ER62780 "HEHC SLF RPT: HGH BLOOD PR AGE 11--HD" ; +label variable ER62781 "HEHC SLF RPT: HGH BLOOD PR AGE 12--HD" ; +label variable ER62782 "HEHC SLF RPT: HGH BLOOD PR AGE 13--HD" ; +label variable ER62783 "HEHC SLF RPT: HGH BLOOD PR AGE 14--HD" ; +label variable ER62784 "HEHC SLF RPT: HGH BLOOD PR AGE 15--HD" ; +label variable ER62785 "HEHC SLF RPT: HGH BLOOD PR AGE 16--HD" ; +label variable ER62786 "HEHC SLF RPT: HGH BLOOD PR AGE 17+--HD" ; +label variable ER62787 "HEHC SLF RPT: AGE END HGH BLD PR--HD" ; +label variable ER62788 "HEHC SLF RPT: DEPRESSION B4 AGE 1--HD" ; +label variable ER62789 "HEHC SLF RPT: DEPRESSION AGE 1--HD" ; +label variable ER62790 "HEHC SLF RPT: DEPRESSION AGE 2--HD" ; +label variable ER62791 "HEHC SLF RPT: DEPRESSION AGE 3--HD" ; +label variable ER62792 "HEHC SLF RPT: DEPRESSION AGE 4--HD" ; +label variable ER62793 "HEHC SLF RPT: DEPRESSION AGE 5--HD" ; +label variable ER62794 "HEHC SLF RPT: DEPRESSION AGE 6--HD" ; +label variable ER62795 "HEHC SLF RPT: DEPRESSION AGE 7--HD" ; +label variable ER62796 "HEHC SLF RPT: DEPRESSION AGE 8--HD" ; +label variable ER62797 "HEHC SLF RPT: DEPRESSION AGE 9--HD" ; +label variable ER62798 "HEHC SLF RPT: DEPRESSION AGE 10--HD" ; +label variable ER62799 "HEHC SLF RPT: DEPRESSION AGE 11--HD" ; +label variable ER62800 "HEHC SLF RPT: DEPRESSION AGE 12--HD" ; +label variable ER62801 "HEHC SLF RPT: DEPRESSION AGE 13--HD" ; +label variable ER62802 "HEHC SLF RPT: DEPRESSION AGE 14--HD" ; +label variable ER62803 "HEHC SLF RPT: DEPRESSION AGE 15--HD" ; +label variable ER62804 "HEHC SLF RPT: DEPRESSION AGE 16--HD" ; +label variable ER62805 "HEHC SLF RPT: DEPRESSION AGE 17+--HD" ; +label variable ER62806 "HEHC SLF RPT: AGE END DEPRESSION--HD" ; +label variable ER62807 "HEHC SLF RPT: DRUG/AL PROB B4 AGE 1--HD" ; +label variable ER62808 "HEHC SLF RPT: DRUG/AL PROB AGE 1--HD" ; +label variable ER62809 "HEHC SLF RPT: DRUG/AL PROB AGE 2--HD" ; +label variable ER62810 "HEHC SLF RPT: DRUG/AL PROB AGE 3--HD" ; +label variable ER62811 "HEHC SLF RPT: DRUG/AL PROB AGE 4--HD" ; +label variable ER62812 "HEHC SLF RPT: DRUG/AL PROB AGE 5--HD" ; +label variable ER62813 "HEHC SLF RPT: DRUG/AL PROB AGE 6--HD" ; +label variable ER62814 "HEHC SLF RPT: DRUG/AL PROB AGE 7--HD" ; +label variable ER62815 "HEHC SLF RPT: DRUG/AL PROB AGE 8--HD" ; +label variable ER62816 "HEHC SLF RPT: DRUG/AL PROB AGE 9--HD" ; +label variable ER62817 "HEHC SLF RPT: DRUG/AL PROB AGE 10--HD" ; +label variable ER62818 "HEHC SLF RPT: DRUG/AL PROB AGE 11--HD" ; +label variable ER62819 "HEHC SLF RPT: DRUG/AL PROB AGE 12--HD" ; +label variable ER62820 "HEHC SLF RPT: DRUG/AL PROB AGE 13--HD" ; +label variable ER62821 "HEHC SLF RPT: DRUG/AL PROB AGE 14--HD" ; +label variable ER62822 "HEHC SLF RPT: DRUG/AL PROB AGE 15--HD" ; +label variable ER62823 "HEHC SLF RPT: DRUG/AL PROB AGE 16--HD" ; +label variable ER62824 "HEHC SLF RPT: DRUG/AL PROB AGE 17+--HD" ; +label variable ER62825 "HEHC SLF RPT: AGE END DRUG/AL PROB--HD" ; +label variable ER62826 "HEHC SLF RPT: OTR PSYCH PROB B4 AGE 1-HD" ; +label variable ER62827 "HEHC SLF RPT: OTR PSYCH PROB AGE 1--HD" ; +label variable ER62828 "HEHC SLF RPT: OTR PSYCH PROB AGE 2--HD" ; +label variable ER62829 "HEHC SLF RPT: OTR PSYCH PROB AGE 3--HD" ; +label variable ER62830 "HEHC SLF RPT: OTR PSYCH PROB AGE 4--HD" ; +label variable ER62831 "HEHC SLF RPT: OTR PSYCH PROB AGE 5--HD" ; +label variable ER62832 "HEHC SLF RPT: OTR PSYCH PROB AGE 6--HD" ; +label variable ER62833 "HEHC SLF RPT: OTR PSYCH PROB AGE 7--HD" ; +label variable ER62834 "HEHC SLF RPT: OTR PSYCH PROB AGE 8--HD" ; +label variable ER62835 "HEHC SLF RPT: OTR PSYCH PROB AGE 9--HD" ; +label variable ER62836 "HEHC SLF RPT: OTR PSYCH PROB AGE 10--HD" ; +label variable ER62837 "HEHC SLF RPT: OTR PSYCH PROB AGE 11--HD" ; +label variable ER62838 "HEHC SLF RPT: OTR PSYCH PROB AGE 12--HD" ; +label variable ER62839 "HEHC SLF RPT: OTR PSYCH PROB AGE 13--HD" ; +label variable ER62840 "HEHC SLF RPT: OTR PSYCH PROB AGE 14--HD" ; +label variable ER62841 "HEHC SLF RPT: OTR PSYCH PROB AGE 15--HD" ; +label variable ER62842 "HEHC SLF RPT: OTR PSYCH PROB AGE 16--HD" ; +label variable ER62843 "HEHC SLF RPT: OTR PSYCH PROB AGE 17+--HD" ; +label variable ER62844 "HEHC SLF RPT: AGE END OTR PSYCH PROB--HD" ; +label variable ER62845 "HEHC SP REPORT: YEAR 1ST REPORT--HD" ; +label variable ER62846 "HEHC SP RPT: PAR SEP B4 AGE 1--HD" ; +label variable ER62847 "HEHC SP RPT: PAR SEP AGE 1--HD" ; +label variable ER62848 "HEHC SP RPT: PAR SEP AGE 2--HD" ; +label variable ER62849 "HEHC SP RPT: PAR SEP AGE 3--HD" ; +label variable ER62850 "HEHC SP RPT: PAR SEP AGE 4--HD" ; +label variable ER62851 "HEHC SP RPT: PAR SEP AGE 5--HD" ; +label variable ER62852 "HEHC SP RPT: PAR SEP AGE 6--HD" ; +label variable ER62853 "HEHC SP RPT: PAR SEP AGE 7--HD" ; +label variable ER62854 "HEHC SP RPT: PAR SEP AGE 8--HD" ; +label variable ER62855 "HEHC SP RPT: PAR SEP AGE 9--HD" ; +label variable ER62856 "HEHC SP RPT: PAR SEP AGE 10--HD" ; +label variable ER62857 "HEHC SP RPT: PAR SEP AGE 11--HD" ; +label variable ER62858 "HEHC SP RPT: PAR SEP AGE 12--HD" ; +label variable ER62859 "HEHC SP RPT: PAR SEP AGE 13--HD" ; +label variable ER62860 "HEHC SP RPT: PAR SEP AGE 14--HD" ; +label variable ER62861 "HEHC SP RPT: PAR SEP AGE 15--HD" ; +label variable ER62862 "HEHC SP RPT: PAR SEP AGE 16--HD" ; +label variable ER62863 "HEHC SP RPT: MOVE B4 AGE 1--HD" ; +label variable ER62864 "HEHC SP RPT: MOVE AGE 1--HD" ; +label variable ER62865 "HEHC SP RPT: MOVE AGE 2--HD" ; +label variable ER62866 "HEHC SP RPT: MOVE AGE 3--HD" ; +label variable ER62867 "HEHC SP RPT: MOVE AGE 4--HD" ; +label variable ER62868 "HEHC SP RPT: MOVE AGE 5--HD" ; +label variable ER62869 "HEHC SP RPT: MOVE AGE 6--HD" ; +label variable ER62870 "HEHC SP RPT: MOVE AGE 7--HD" ; +label variable ER62871 "HEHC SP RPT: MOVE AGE 8--HD" ; +label variable ER62872 "HEHC SP RPT: MOVE AGE 9--HD" ; +label variable ER62873 "HEHC SP RPT: MOVE AGE 10--HD" ; +label variable ER62874 "HEHC SP RPT: MOVE AGE 11--HD" ; +label variable ER62875 "HEHC SP RPT: MOVE AGE 12--HD" ; +label variable ER62876 "HEHC SP RPT: MOVE AGE 13--HD" ; +label variable ER62877 "HEHC SP RPT: MOVE AGE 14--HD" ; +label variable ER62878 "HEHC SP RPT: MOVE AGE 15--HD" ; +label variable ER62879 "HEHC SP RPT: MOVE AGE 16--HD" ; +label variable ER62880 "HEHC SP RPT: SCHOOL B4 AGE 1--HD" ; +label variable ER62881 "HEHC SP RPT: SCHOOL AGE 1--HD" ; +label variable ER62882 "HEHC SP RPT: SCHOOL AGE 2--HD" ; +label variable ER62883 "HEHC SP RPT: SCHOOL AGE 3--HD" ; +label variable ER62884 "HEHC SP RPT: SCHOOL AGE 4--HD" ; +label variable ER62885 "HEHC SP RPT: SCHOOL AGE 5--HD" ; +label variable ER62886 "HEHC SP RPT: SCHOOL AGE 6--HD" ; +label variable ER62887 "HEHC SP RPT: SCHOOL AGE 7--HD" ; +label variable ER62888 "HEHC SP RPT: SCHOOL AGE 8--HD" ; +label variable ER62889 "HEHC SP RPT: SCHOOL AGE 9--HD" ; +label variable ER62890 "HEHC SP RPT: SCHOOL AGE 10--HD" ; +label variable ER62891 "HEHC SP RPT: SCHOOL AGE 11--HD" ; +label variable ER62892 "HEHC SP RPT: SCHOOL AGE 12--HD" ; +label variable ER62893 "HEHC SP RPT: SCHOOL AGE 13--HD" ; +label variable ER62894 "HEHC SP RPT: SCHOOL AGE 14--HD" ; +label variable ER62895 "HEHC SP RPT: SCHOOL AGE 15--HD" ; +label variable ER62896 "HEHC SP RPT: SCHOOL AGE 16--HD" ; +label variable ER62897 "HEHC SP RPT: ASTHMA B4 AGE 1--HD" ; +label variable ER62898 "HEHC SP RPT: ASTHMA AGE 1--HD" ; +label variable ER62899 "HEHC SP RPT: ASTHMA AGE 2--HD" ; +label variable ER62900 "HEHC SP RPT: ASTHMA AGE 3--HD" ; +label variable ER62901 "HEHC SP RPT: ASTHMA AGE 4--HD" ; +label variable ER62902 "HEHC SP RPT: ASTHMA AGE 5--HD" ; +label variable ER62903 "HEHC SP RPT: ASTHMA AGE 6--HD" ; +label variable ER62904 "HEHC SP RPT: ASTHMA AGE 7--HD" ; +label variable ER62905 "HEHC SP RPT: ASTHMA AGE 8--HD" ; +label variable ER62906 "HEHC SP RPT: ASTHMA AGE 9--HD" ; +label variable ER62907 "HEHC SP RPT: ASTHMA AGE 10--HD" ; +label variable ER62908 "HEHC SP RPT: ASTHMA AGE 11--HD" ; +label variable ER62909 "HEHC SP RPT: ASTHMA AGE 12--HD" ; +label variable ER62910 "HEHC SP RPT: ASTHMA AGE 13--HD" ; +label variable ER62911 "HEHC SP RPT: ASTHMA AGE 14--HD" ; +label variable ER62912 "HEHC SP RPT: ASTHMA AGE 15--HD" ; +label variable ER62913 "HEHC SP RPT: ASTHMA AGE 16--HD" ; +label variable ER62914 "HEHC SP RPT: ASTHMA AGE 17+--HD" ; +label variable ER62915 "HEHC SP RPT: AGE END ASTHMA--HD" ; +label variable ER62916 "HEHC SP RPT: DIABETES B4 AGE 1--HD" ; +label variable ER62917 "HEHC SP RPT: DIABETES AGE 1--HD" ; +label variable ER62918 "HEHC SP RPT: DIABETES AGE 2--HD" ; +label variable ER62919 "HEHC SP RPT: DIABETES AGE 3--HD" ; +label variable ER62920 "HEHC SP RPT: DIABETES AGE 4--HD" ; +label variable ER62921 "HEHC SP RPT: DIABETES AGE 5--HD" ; +label variable ER62922 "HEHC SP RPT: DIABETES AGE 6--HD" ; +label variable ER62923 "HEHC SP RPT: DIABETES AGE 7--HD" ; +label variable ER62924 "HEHC SP RPT: DIABETES AGE 8--HD" ; +label variable ER62925 "HEHC SP RPT: DIABETES AGE 9--HD" ; +label variable ER62926 "HEHC SP RPT: DIABETES AGE 10--HD" ; +label variable ER62927 "HEHC SP RPT: DIABETES AGE 11--HD" ; +label variable ER62928 "HEHC SP RPT: DIABETES AGE 12--HD" ; +label variable ER62929 "HEHC SP RPT: DIABETES AGE 13--HD" ; +label variable ER62930 "HEHC SP RPT: DIABETES AGE 14--HD" ; +label variable ER62931 "HEHC SP RPT: DIABETES AGE 15--HD" ; +label variable ER62932 "HEHC SP RPT: DIABETES AGE 16--HD" ; +label variable ER62933 "HEHC SP RPT: DIABETES AGE 17+--HD" ; +label variable ER62934 "HEHC SP RPT: AGE END DIABETES--HD" ; +label variable ER62935 "HEHC SP RPT: RESP DIS B4 AGE 1--HD" ; +label variable ER62936 "HEHC SP RPT: RESP DIS AGE 1--HD" ; +label variable ER62937 "HEHC SP RPT: RESP DIS AGE 2--HD" ; +label variable ER62938 "HEHC SP RPT: RESP DIS AGE 3--HD" ; +label variable ER62939 "HEHC SP RPT: RESP DIS AGE 4--HD" ; +label variable ER62940 "HEHC SP RPT: RESP DIS AGE 5--HD" ; +label variable ER62941 "HEHC SP RPT: RESP DIS AGE 6--HD" ; +label variable ER62942 "HEHC SP RPT: RESP DIS AGE 7--HD" ; +label variable ER62943 "HEHC SP RPT: RESP DIS AGE 8--HD" ; +label variable ER62944 "HEHC SP RPT: RESP DIS AGE 9--HD" ; +label variable ER62945 "HEHC SP RPT: RESP DIS AGE 10--HD" ; +label variable ER62946 "HEHC SP RPT: RESP DIS AGE 11--HD" ; +label variable ER62947 "HEHC SP RPT: RESP DIS AGE 12--HD" ; +label variable ER62948 "HEHC SP RPT: RESP DIS AGE 13--HD" ; +label variable ER62949 "HEHC SP RPT: RESP DIS AGE 14--HD" ; +label variable ER62950 "HEHC SP RPT: RESP DIS AGE 15--HD" ; +label variable ER62951 "HEHC SP RPT: RESP DIS AGE 16--HD" ; +label variable ER62952 "HEHC SP RPT: RESP DIS AGE 17+--HD" ; +label variable ER62953 "HEHC SP RPT: AGE END RESP DIS--HD" ; +label variable ER62954 "HEHC SP RPT: SPCH IMPAIR B4 AGE 1--HD" ; +label variable ER62955 "HEHC SP RPT: SPCH IMPAIR AGE 1--HD" ; +label variable ER62956 "HEHC SP RPT: SPCH IMPAIR AGE 2--HD" ; +label variable ER62957 "HEHC SP RPT: SPCH IMPAIR AGE 3--HD" ; +label variable ER62958 "HEHC SP RPT: SPCH IMPAIR AGE 4--HD" ; +label variable ER62959 "HEHC SP RPT: SPCH IMPAIR AGE 5--HD" ; +label variable ER62960 "HEHC SP RPT: SPCH IMPAIR AGE 6--HD" ; +label variable ER62961 "HEHC SP RPT: SPCH IMPAIR AGE 7--HD" ; +label variable ER62962 "HEHC SP RPT: SPCH IMPAIR AGE 8--HD" ; +label variable ER62963 "HEHC SP RPT: SPCH IMPAIR AGE 9--HD" ; +label variable ER62964 "HEHC SP RPT: SPCH IMPAIR AGE 10--HD" ; +label variable ER62965 "HEHC SP RPT: SPCH IMPAIR AGE 11--HD" ; +label variable ER62966 "HEHC SP RPT: SPCH IMPAIR AGE 12--HD" ; +label variable ER62967 "HEHC SP RPT: SPCH IMPAIR AGE 13--HD" ; +label variable ER62968 "HEHC SP RPT: SPCH IMPAIR AGE 14--HD" ; +label variable ER62969 "HEHC SP RPT: SPCH IMPAIR AGE 15--HD" ; +label variable ER62970 "HEHC SP RPT: SPCH IMPAIR AGE 16--HD" ; +label variable ER62971 "HEHC SP RPT: SPCH IMPAIR AGE 17+--HD" ; +label variable ER62972 "HEHC SP RPT: AGE END SPCH IMPAIR--HD" ; +label variable ER62973 "HEHC SP RPT: ALLERGY B4 AGE 1--HD" ; +label variable ER62974 "HEHC SP RPT: ALLERGY AGE 1--HD" ; +label variable ER62975 "HEHC SP RPT: ALLERGY AGE 2--HD" ; +label variable ER62976 "HEHC SP RPT: ALLERGY AGE 3--HD" ; +label variable ER62977 "HEHC SP RPT: ALLERGY AGE 4--HD" ; +label variable ER62978 "HEHC SP RPT: ALLERGY AGE 5--HD" ; +label variable ER62979 "HEHC SP RPT: ALLERGY AGE 6--HD" ; +label variable ER62980 "HEHC SP RPT: ALLERGY AGE 7--HD" ; +label variable ER62981 "HEHC SP RPT: ALLERGY AGE 8--HD" ; +label variable ER62982 "HEHC SP RPT: ALLERGY AGE 9--HD" ; +label variable ER62983 "HEHC SP RPT: ALLERGY AGE 10--HD" ; +label variable ER62984 "HEHC SP RPT: ALLERGY AGE 11--HD" ; +label variable ER62985 "HEHC SP RPT: ALLERGY AGE 12--HD" ; +label variable ER62986 "HEHC SP RPT: ALLERGY AGE 13--HD" ; +label variable ER62987 "HEHC SP RPT: ALLERGY AGE 14--HD" ; +label variable ER62988 "HEHC SP RPT: ALLERGY AGE 15--HD" ; +label variable ER62989 "HEHC SP RPT: ALLERGY AGE 16--HD" ; +label variable ER62990 "HEHC SP RPT: ALLERGY AGE 17+--HD" ; +label variable ER62991 "HEHC SP RPT: AGE END ALLERGY--HD" ; +label variable ER62992 "HEHC SP RPT: HEART TRBL B4 AGE 1--HD" ; +label variable ER62993 "HEHC SP RPT: HEART TRBL AGE 1--HD" ; +label variable ER62994 "HEHC SP RPT: HEART TRBL AGE 2--HD" ; +label variable ER62995 "HEHC SP RPT: HEART TRBL AGE 3--HD" ; +label variable ER62996 "HEHC SP RPT: HEART TRBL AGE 4--HD" ; +label variable ER62997 "HEHC SP RPT: HEART TRBL AGE 5--HD" ; +label variable ER62998 "HEHC SP RPT: HEART TRBL AGE 6--HD" ; +label variable ER62999 "HEHC SP RPT: HEART TRBL AGE 7--HD" ; +label variable ER63000 "HEHC SP RPT: HEART TRBL AGE 8--HD" ; +label variable ER63001 "HEHC SP RPT: HEART TRBL AGE 9--HD" ; +label variable ER63002 "HEHC SP RPT: HEART TRBL AGE 10--HD" ; +label variable ER63003 "HEHC SP RPT: HEART TRBL AGE 11--HD" ; +label variable ER63004 "HEHC SP RPT: HEART TRBL AGE 12--HD" ; +label variable ER63005 "HEHC SP RPT: HEART TRBL AGE 13--HD" ; +label variable ER63006 "HEHC SP RPT: HEART TRBL AGE 14--HD" ; +label variable ER63007 "HEHC SP RPT: HEART TRBL AGE 15--HD" ; +label variable ER63008 "HEHC SP RPT: HEART TRBL AGE 16--HD" ; +label variable ER63009 "HEHC SP RPT: HEART TRBL AGE 17+--HD" ; +label variable ER63010 "HEHC SP RPT: AGE END HEART TRBL--HD" ; +label variable ER63011 "HEHC SP RPT: EAR PROBS B4 AGE 1--HD" ; +label variable ER63012 "HEHC SP RPT: EAR PROBS AGE 1--HD" ; +label variable ER63013 "HEHC SP RPT: EAR PROBS AGE 2--HD" ; +label variable ER63014 "HEHC SP RPT: EAR PROBS AGE 3--HD" ; +label variable ER63015 "HEHC SP RPT: EAR PROBS AGE 4--HD" ; +label variable ER63016 "HEHC SP RPT: EAR PROBS AGE 5--HD" ; +label variable ER63017 "HEHC SP RPT: EAR PROBS AGE 6--HD" ; +label variable ER63018 "HEHC SP RPT: EAR PROBS AGE 7--HD" ; +label variable ER63019 "HEHC SP RPT: EAR PROBS AGE 8--HD" ; +label variable ER63020 "HEHC SP RPT: EAR PROBS AGE 9--HD" ; +label variable ER63021 "HEHC SP RPT: EAR PROBS AGE 10--HD" ; +label variable ER63022 "HEHC SP RPT: EAR PROBS AGE 11--HD" ; +label variable ER63023 "HEHC SP RPT: EAR PROBS AGE 12--HD" ; +label variable ER63024 "HEHC SP RPT: EAR PROBS AGE 13--HD" ; +label variable ER63025 "HEHC SP RPT: EAR PROBS AGE 14--HD" ; +label variable ER63026 "HEHC SP RPT: EAR PROBS AGE 15--HD" ; +label variable ER63027 "HEHC SP RPT: EAR PROBS AGE 16--HD" ; +label variable ER63028 "HEHC SP RPT: EAR PROBS AGE 17+--HD" ; +label variable ER63029 "HEHC SP RPT: AGE END EAR PROBS--HD" ; +label variable ER63030 "HEHC SP RPT: EPILEPSY B4 AGE 1--HD" ; +label variable ER63031 "HEHC SP RPT: EPILEPSY AGE 1--HD" ; +label variable ER63032 "HEHC SP RPT: EPILEPSY AGE 2--HD" ; +label variable ER63033 "HEHC SP RPT: EPILEPSY AGE 3--HD" ; +label variable ER63034 "HEHC SP RPT: EPILEPSY AGE 4--HD" ; +label variable ER63035 "HEHC SP RPT: EPILEPSY AGE 5--HD" ; +label variable ER63036 "HEHC SP RPT: EPILEPSY AGE 6--HD" ; +label variable ER63037 "HEHC SP RPT: EPILEPSY AGE 7--HD" ; +label variable ER63038 "HEHC SP RPT: EPILEPSY AGE 8--HD" ; +label variable ER63039 "HEHC SP RPT: EPILEPSY AGE 9--HD" ; +label variable ER63040 "HEHC SP RPT: EPILEPSY AGE 10--HD" ; +label variable ER63041 "HEHC SP RPT: EPILEPSY AGE 11--HD" ; +label variable ER63042 "HEHC SP RPT: EPILEPSY AGE 12--HD" ; +label variable ER63043 "HEHC SP RPT: EPILEPSY AGE 13--HD" ; +label variable ER63044 "HEHC SP RPT: EPILEPSY AGE 14--HD" ; +label variable ER63045 "HEHC SP RPT: EPILEPSY AGE 15--HD" ; +label variable ER63046 "HEHC SP RPT: EPILEPSY AGE 16--HD" ; +label variable ER63047 "HEHC SP RPT: EPILEPSY AGE 17+--HD" ; +label variable ER63048 "HEHC SP RPT: AGE END EPILEPSY--HD" ; +label variable ER63049 "HEHC SP RPT: HEADACHE B4 AGE 1--HD" ; +label variable ER63050 "HEHC SP RPT: HEADACHE AGE 1--HD" ; +label variable ER63051 "HEHC SP RPT: HEADACHE AGE 2--HD" ; +label variable ER63052 "HEHC SP RPT: HEADACHE AGE 3--HD" ; +label variable ER63053 "HEHC SP RPT: HEADACHE AGE 4--HD" ; +label variable ER63054 "HEHC SP RPT: HEADACHE AGE 5--HD" ; +label variable ER63055 "HEHC SP RPT: HEADACHE AGE 6--HD" ; +label variable ER63056 "HEHC SP RPT: HEADACHE AGE 7--HD" ; +label variable ER63057 "HEHC SP RPT: HEADACHE AGE 8--HD" ; +label variable ER63058 "HEHC SP RPT: HEADACHE AGE 9--HD" ; +label variable ER63059 "HEHC SP RPT: HEADACHE AGE 10--HD" ; +label variable ER63060 "HEHC SP RPT: HEADACHE AGE 11--HD" ; +label variable ER63061 "HEHC SP RPT: HEADACHE AGE 12--HD" ; +label variable ER63062 "HEHC SP RPT: HEADACHE AGE 13--HD" ; +label variable ER63063 "HEHC SP RPT: HEADACHE AGE 14--HD" ; +label variable ER63064 "HEHC SP RPT: HEADACHE AGE 15--HD" ; +label variable ER63065 "HEHC SP RPT: HEADACHE AGE 16--HD" ; +label variable ER63066 "HEHC SP RPT: HEADACHE AGE 17+--HD" ; +label variable ER63067 "HEHC SP RPT: AGE END HEADACHE--HD" ; +label variable ER63068 "HEHC SP RPT: STOM PROB B4 AGE 1--HD" ; +label variable ER63069 "HEHC SP RPT: STOM PROB AGE 1--HD" ; +label variable ER63070 "HEHC SP RPT: STOM PROB AGE 2--HD" ; +label variable ER63071 "HEHC SP RPT: STOM PROB AGE 3--HD" ; +label variable ER63072 "HEHC SP RPT: STOM PROB AGE 4--HD" ; +label variable ER63073 "HEHC SP RPT: STOM PROB AGE 5--HD" ; +label variable ER63074 "HEHC SP RPT: STOM PROB AGE 6--HD" ; +label variable ER63075 "HEHC SP RPT: STOM PROB AGE 7--HD" ; +label variable ER63076 "HEHC SP RPT: STOM PROB AGE 8--HD" ; +label variable ER63077 "HEHC SP RPT: STOM PROB AGE 9--HD" ; +label variable ER63078 "HEHC SP RPT: STOM PROB AGE 10--HD" ; +label variable ER63079 "HEHC SP RPT: STOM PROB AGE 11--HD" ; +label variable ER63080 "HEHC SP RPT: STOM PROB AGE 12--HD" ; +label variable ER63081 "HEHC SP RPT: STOM PROB AGE 13--HD" ; +label variable ER63082 "HEHC SP RPT: STOM PROB AGE 14--HD" ; +label variable ER63083 "HEHC SP RPT: STOM PROB AGE 15--HD" ; +label variable ER63084 "HEHC SP RPT: STOM PROB AGE 16--HD" ; +label variable ER63085 "HEHC SP RPT: STOM PROB AGE 17+--HD" ; +label variable ER63086 "HEHC SP RPT: AGE END STOM PROB--HD" ; +label variable ER63087 "HEHC SP RPT: HGH BLOOD PR B4 AGE 1--HD" ; +label variable ER63088 "HEHC SP RPT: HGH BLOOD PR AGE 1--HD" ; +label variable ER63089 "HEHC SP RPT: HGH BLOOD PR AGE 2--HD" ; +label variable ER63090 "HEHC SP RPT: HGH BLOOD PR AGE 3--HD" ; +label variable ER63091 "HEHC SP RPT: HGH BLOOD PR AGE 4--HD" ; +label variable ER63092 "HEHC SP RPT: HGH BLOOD PR AGE 5--HD" ; +label variable ER63093 "HEHC SP RPT: HGH BLOOD PR AGE 6--HD" ; +label variable ER63094 "HEHC SP RPT: HGH BLOOD PR AGE 7--HD" ; +label variable ER63095 "HEHC SP RPT: HGH BLOOD PR AGE 8--HD" ; +label variable ER63096 "HEHC SP RPT: HGH BLOOD PR AGE 9--HD" ; +label variable ER63097 "HEHC SP RPT: HGH BLOOD PR AGE 10--HD" ; +label variable ER63098 "HEHC SP RPT: HGH BLOOD PR AGE 11--HD" ; +label variable ER63099 "HEHC SP RPT: HGH BLOOD PR AGE 12--HD" ; +label variable ER63100 "HEHC SP RPT: HGH BLOOD PR AGE 13--HD" ; +label variable ER63101 "HEHC SP RPT: HGH BLOOD PR AGE 14--HD" ; +label variable ER63102 "HEHC SP RPT: HGH BLOOD PR AGE 15--HD" ; +label variable ER63103 "HEHC SP RPT: HGH BLOOD PR AGE 16--HD" ; +label variable ER63104 "HEHC SP RPT: HGH BLOOD PR AGE 17+--HD" ; +label variable ER63105 "HEHC SP RPT: AGE END HGH BLD PR--HD" ; +label variable ER63106 "HEHC SP RPT: DEPRESSION B4 AGE 1--HD" ; +label variable ER63107 "HEHC SP RPT: DEPRESSION AGE 1--HD" ; +label variable ER63108 "HEHC SP RPT: DEPRESSION AGE 2--HD" ; +label variable ER63109 "HEHC SP RPT: DEPRESSION AGE 3--HD" ; +label variable ER63110 "HEHC SP RPT: DEPRESSION AGE 4--HD" ; +label variable ER63111 "HEHC SP RPT: DEPRESSION AGE 5--HD" ; +label variable ER63112 "HEHC SP RPT: DEPRESSION AGE 6--HD" ; +label variable ER63113 "HEHC SP RPT: DEPRESSION AGE 7--HD" ; +label variable ER63114 "HEHC SP RPT: DEPRESSION AGE 8--HD" ; +label variable ER63115 "HEHC SP RPT: DEPRESSION AGE 9--HD" ; +label variable ER63116 "HEHC SP RPT: DEPRESSION AGE 10--HD" ; +label variable ER63117 "HEHC SP RPT: DEPRESSION AGE 11--HD" ; +label variable ER63118 "HEHC SP RPT: DEPRESSION AGE 12--HD" ; +label variable ER63119 "HEHC SP RPT: DEPRESSION AGE 13--HD" ; +label variable ER63120 "HEHC SP RPT: DEPRESSION AGE 14--HD" ; +label variable ER63121 "HEHC SP RPT: DEPRESSION AGE 15--HD" ; +label variable ER63122 "HEHC SP RPT: DEPRESSION AGE 16--HD" ; +label variable ER63123 "HEHC SP RPT: DEPRESSION AGE 17+--HD" ; +label variable ER63124 "HEHC SP RPT: AGE END DEPRESSION--HD" ; +label variable ER63125 "HEHC SP RPT: DRUG/AL PROB B4 AGE 1--HD" ; +label variable ER63126 "HEHC SP RPT: DRUG/AL PROB AGE 1--HD" ; +label variable ER63127 "HEHC SP RPT: DRUG/AL PROB AGE 2--HD" ; +label variable ER63128 "HEHC SP RPT: DRUG/AL PROB AGE 3--HD" ; +label variable ER63129 "HEHC SP RPT: DRUG/AL PROB AGE 4--HD" ; +label variable ER63130 "HEHC SP RPT: DRUG/AL PROB AGE 5--HD" ; +label variable ER63131 "HEHC SP RPT: DRUG/AL PROB AGE 6--HD" ; +label variable ER63132 "HEHC SP RPT: DRUG/AL PROB AGE 7--HD" ; +label variable ER63133 "HEHC SP RPT: DRUG/AL PROB AGE 8--HD" ; +label variable ER63134 "HEHC SP RPT: DRUG/AL PROB AGE 9--HD" ; +label variable ER63135 "HEHC SP RPT: DRUG/AL PROB AGE 10--HD" ; +label variable ER63136 "HEHC SP RPT: DRUG/AL PROB AGE 11--HD" ; +label variable ER63137 "HEHC SP RPT: DRUG/AL PROB AGE 12--HD" ; +label variable ER63138 "HEHC SP RPT: DRUG/AL PROB AGE 13--HD" ; +label variable ER63139 "HEHC SP RPT: DRUG/AL PROB AGE 14--HD" ; +label variable ER63140 "HEHC SP RPT: DRUG/AL PROB AGE 15--HD" ; +label variable ER63141 "HEHC SP RPT: DRUG/AL PROB AGE 16--HD" ; +label variable ER63142 "HEHC SP RPT: DRUG/AL PROB AGE 17+--HD" ; +label variable ER63143 "HEHC SP RPT: AGE END DRUG/AL PROB--HD" ; +label variable ER63144 "HEHC SP RPT: OTR PSYCH PROB B4 AGE 1--HD" ; +label variable ER63145 "HEHC SP RPT: OTR PSYCH PROB AGE 1--HD" ; +label variable ER63146 "HEHC SP RPT: OTR PSYCH PROB AGE 2--HD" ; +label variable ER63147 "HEHC SP RPT: OTR PSYCH PROB AGE 3--HD" ; +label variable ER63148 "HEHC SP RPT: OTR PSYCH PROB AGE 4--HD" ; +label variable ER63149 "HEHC SP RPT: OTR PSYCH PROB AGE 5--HD" ; +label variable ER63150 "HEHC SP RPT: OTR PSYCH PROB AGE 6--HD" ; +label variable ER63151 "HEHC SP RPT: OTR PSYCH PROB AGE 7--HD" ; +label variable ER63152 "HEHC SP RPT: OTR PSYCH PROB AGE 8--HD" ; +label variable ER63153 "HEHC SP RPT: OTR PSYCH PROB AGE 9--HD" ; +label variable ER63154 "HEHC SP RPT: OTR PSYCH PROB AGE 10--HD" ; +label variable ER63155 "HEHC SP RPT: OTR PSYCH PROB AGE 11--HD" ; +label variable ER63156 "HEHC SP RPT: OTR PSYCH PROB AGE 12--HD" ; +label variable ER63157 "HEHC SP RPT: OTR PSYCH PROB AGE 13--HD" ; +label variable ER63158 "HEHC SP RPT: OTR PSYCH PROB AGE 14--HD" ; +label variable ER63159 "HEHC SP RPT: OTR PSYCH PROB AGE 15--HD" ; +label variable ER63160 "HEHC SP RPT: OTR PSYCH PROB AGE 16--HD" ; +label variable ER63161 "HEHC SP RPT: OTR PSYCH PROB AGE 17+--HD" ; +label variable ER63162 "HEHC SP RPT: AGE END OTR PSYCH PROB--HD" ; +label variable ER63163 "HEHC OTR RPT: YEAR 1ST REPORT--HD" ; +label variable ER63164 "HEHC OTR RPT: PAR SEP B4 AGE 1--HD" ; +label variable ER63165 "HEHC OTR RPT: PAR SEP AGE 1--HD" ; +label variable ER63166 "HEHC OTR RPT: PAR SEP AGE 2--HD" ; +label variable ER63167 "HEHC OTR RPT: PAR SEP AGE 3--HD" ; +label variable ER63168 "HEHC OTR RPT: PAR SEP AGE 4--HD" ; +label variable ER63169 "HEHC OTR RPT: PAR SEP AGE 5--HD" ; +label variable ER63170 "HEHC OTR RPT: PAR SEP AGE 6--HD" ; +label variable ER63171 "HEHC OTR RPT: PAR SEP AGE 7--HD" ; +label variable ER63172 "HEHC OTR RPT: PAR SEP AGE 8--HD" ; +label variable ER63173 "HEHC OTR RPT: PAR SEP AGE 9--HD" ; +label variable ER63174 "HEHC OTR RPT: PAR SEP AGE 10--HD" ; +label variable ER63175 "HEHC OTR RPT: PAR SEP AGE 11--HD" ; +label variable ER63176 "HEHC OTR RPT: PAR SEP AGE 12--HD" ; +label variable ER63177 "HEHC OTR RPT: PAR SEP AGE 13--HD" ; +label variable ER63178 "HEHC OTR RPT: PAR SEP AGE 14--HD" ; +label variable ER63179 "HEHC OTR RPT: PAR SEP AGE 15--HD" ; +label variable ER63180 "HEHC OTR RPT: PAR SEP AGE 16--HD" ; +label variable ER63181 "HEHC OTR RPT: MOVE B4 AGE 1--HD" ; +label variable ER63182 "HEHC OTR RPT: MOVE AGE 1--HD" ; +label variable ER63183 "HEHC OTR RPT: MOVE AGE 2--HD" ; +label variable ER63184 "HEHC OTR RPT: MOVE AGE 3--HD" ; +label variable ER63185 "HEHC OTR RPT: MOVE AGE 4--HD" ; +label variable ER63186 "HEHC OTR RPT: MOVE AGE 5--HD" ; +label variable ER63187 "HEHC OTR RPT: MOVE AGE 6--HD" ; +label variable ER63188 "HEHC OTR RPT: MOVE AGE 7--HD" ; +label variable ER63189 "HEHC OTR RPT: MOVE AGE 8--HD" ; +label variable ER63190 "HEHC OTR RPT: MOVE AGE 9--HD" ; +label variable ER63191 "HEHC OTR RPT: MOVE AGE 10--HD" ; +label variable ER63192 "HEHC OTR RPT: MOVE AGE 11--HD" ; +label variable ER63193 "HEHC OTR RPT: MOVE AGE 12--HD" ; +label variable ER63194 "HEHC OTR RPT: MOVE AGE 13--HD" ; +label variable ER63195 "HEHC OTR RPT: MOVE AGE 14--HD" ; +label variable ER63196 "HEHC OTR RPT: MOVE AGE 15--HD" ; +label variable ER63197 "HEHC OTR RPT: MOVE AGE 16--HD" ; +label variable ER63198 "HEHC OTR RPT: SCHOOL B4 AGE 1--HD" ; +label variable ER63199 "HEHC OTR RPT: SCHOOL AGE 1--HD" ; +label variable ER63200 "HEHC OTR RPT: SCHOOL AGE 2--HD" ; +label variable ER63201 "HEHC OTR RPT: SCHOOL AGE 3--HD" ; +label variable ER63202 "HEHC OTR RPT: SCHOOL AGE 4--HD" ; +label variable ER63203 "HEHC OTR RPT: SCHOOL AGE 5--HD" ; +label variable ER63204 "HEHC OTR RPT: SCHOOL AGE 6--HD" ; +label variable ER63205 "HEHC OTR RPT: SCHOOL AGE 7--HD" ; +label variable ER63206 "HEHC OTR RPT: SCHOOL AGE 8--HD" ; +label variable ER63207 "HEHC OTR RPT: SCHOOL AGE 9--HD" ; +label variable ER63208 "HEHC OTR RPT: SCHOOL AGE 10--HD" ; +label variable ER63209 "HEHC OTR RPT: SCHOOL AGE 11--HD" ; +label variable ER63210 "HEHC OTR RPT: SCHOOL AGE 12--HD" ; +label variable ER63211 "HEHC OTR RPT: SCHOOL AGE 13--HD" ; +label variable ER63212 "HEHC OTR RPT: SCHOOL AGE 14--HD" ; +label variable ER63213 "HEHC OTR RPT: SCHOOL AGE 15--HD" ; +label variable ER63214 "HEHC OTR RPT: SCHOOL AGE 16--HD" ; +label variable ER63215 "HEHC OTR RPT: ASTHMA B4 AGE 1--HD" ; +label variable ER63216 "HEHC OTR RPT: ASTHMA AGE 1--HD" ; +label variable ER63217 "HEHC OTR RPT: ASTHMA AGE 2--HD" ; +label variable ER63218 "HEHC OTR RPT: ASTHMA AGE 3--HD" ; +label variable ER63219 "HEHC OTR RPT: ASTHMA AGE 4--HD" ; +label variable ER63220 "HEHC OTR RPT: ASTHMA AGE 5--HD" ; +label variable ER63221 "HEHC OTR RPT: ASTHMA AGE 6--HD" ; +label variable ER63222 "HEHC OTR RPT: ASTHMA AGE 7--HD" ; +label variable ER63223 "HEHC OTR RPT: ASTHMA AGE 8--HD" ; +label variable ER63224 "HEHC OTR RPT: ASTHMA AGE 9--HD" ; +label variable ER63225 "HEHC OTR RPT: ASTHMA AGE 10--HD" ; +label variable ER63226 "HEHC OTR RPT: ASTHMA AGE 11--HD" ; +label variable ER63227 "HEHC OTR RPT: ASTHMA AGE 12--HD" ; +label variable ER63228 "HEHC OTR RPT: ASTHMA AGE 13--HD" ; +label variable ER63229 "HEHC OTR RPT: ASTHMA AGE 14--HD" ; +label variable ER63230 "HEHC OTR RPT: ASTHMA AGE 15--HD" ; +label variable ER63231 "HEHC OTR RPT: ASTHMA AGE 16--HD" ; +label variable ER63232 "HEHC OTR RPT: ASTHMA AGE 17+--HD" ; +label variable ER63233 "HEHC OTR RPT: AGE END ASTHMA--HD" ; +label variable ER63234 "HEHC OTR RPT: DIABETES B4 AGE 1--HD" ; +label variable ER63235 "HEHC OTR RPT: DIABETES AGE 1--HD" ; +label variable ER63236 "HEHC OTR RPT: DIABETES AGE 2--HD" ; +label variable ER63237 "HEHC OTR RPT: DIABETES AGE 3--HD" ; +label variable ER63238 "HEHC OTR RPT: DIABETES AGE 4--HD" ; +label variable ER63239 "HEHC OTR RPT: DIABETES AGE 5--HD" ; +label variable ER63240 "HEHC OTR RPT: DIABETES AGE 6--HD" ; +label variable ER63241 "HEHC OTR RPT: DIABETES AGE 7--HD" ; +label variable ER63242 "HEHC OTR RPT: DIABETES AGE 8--HD" ; +label variable ER63243 "HEHC OTR RPT: DIABETES AGE 9--HD" ; +label variable ER63244 "HEHC OTR RPT: DIABETES AGE 10--HD" ; +label variable ER63245 "HEHC OTR RPT: DIABETES AGE 11--HD" ; +label variable ER63246 "HEHC OTR RPT: DIABETES AGE 12--HD" ; +label variable ER63247 "HEHC OTR RPT: DIABETES AGE 13--HD" ; +label variable ER63248 "HEHC OTR RPT: DIABETES AGE 14--HD" ; +label variable ER63249 "HEHC OTR RPT: DIABETES AGE 15--HD" ; +label variable ER63250 "HEHC OTR RPT: DIABETES AGE 16--HD" ; +label variable ER63251 "HEHC OTR RPT: DIABETES AGE 17+--HD" ; +label variable ER63252 "HEHC OTR RPT: AGE END DIABETES--HD" ; +label variable ER63253 "HEHC OTR RPT: RESP DIS B4 AGE 1--HD" ; +label variable ER63254 "HEHC OTR RPT: RESP DIS AGE 1--HD" ; +label variable ER63255 "HEHC OTR RPT: RESP DIS AGE 2--HD" ; +label variable ER63256 "HEHC OTR RPT: RESP DIS AGE 3--HD" ; +label variable ER63257 "HEHC OTR RPT: RESP DIS AGE 4--HD" ; +label variable ER63258 "HEHC OTR RPT: RESP DIS AGE 5--HD" ; +label variable ER63259 "HEHC OTR RPT: RESP DIS AGE 6--HD" ; +label variable ER63260 "HEHC OTR RPT: RESP DIS AGE 7--HD" ; +label variable ER63261 "HEHC OTR RPT: RESP DIS AGE 8--HD" ; +label variable ER63262 "HEHC OTR RPT: RESP DIS AGE 9--HD" ; +label variable ER63263 "HEHC OTR RPT: RESP DIS AGE 10--HD" ; +label variable ER63264 "HEHC OTR RPT: RESP DIS AGE 11--HD" ; +label variable ER63265 "HEHC OTR RPT: RESP DIS AGE 12--HD" ; +label variable ER63266 "HEHC OTR RPT: RESP DIS AGE 13--HD" ; +label variable ER63267 "HEHC OTR RPT: RESP DIS AGE 14--HD" ; +label variable ER63268 "HEHC OTR RPT: RESP DIS AGE 15--HD" ; +label variable ER63269 "HEHC OTR RPT: RESP DIS AGE 16--HD" ; +label variable ER63270 "HEHC OTR RPT: RESP DIS AGE 17+--HD" ; +label variable ER63271 "HEHC OTR RPT: AGE END RESP DIS--HD" ; +label variable ER63272 "HEHC OTR RPT: SPCH IMPAIR B4 AGE 1--HD" ; +label variable ER63273 "HEHC OTR RPT: SPCH IMPAIR AGE 1--HD" ; +label variable ER63274 "HEHC OTR RPT: SPCH IMPAIR AGE 2--HD" ; +label variable ER63275 "HEHC OTR RPT: SPCH IMPAIR AGE 3--HD" ; +label variable ER63276 "HEHC OTR RPT: SPCH IMPAIR AGE 4--HD" ; +label variable ER63277 "HEHC OTR RPT: SPCH IMPAIR AGE 5--HD" ; +label variable ER63278 "HEHC OTR RPT: SPCH IMPAIR AGE 6--HD" ; +label variable ER63279 "HEHC OTR RPT: SPCH IMPAIR AGE 7--HD" ; +label variable ER63280 "HEHC OTR RPT: SPCH IMPAIR AGE 8--HD" ; +label variable ER63281 "HEHC OTR RPT: SPCH IMPAIR AGE 9--HD" ; +label variable ER63282 "HEHC OTR RPT: SPCH IMPAIR AGE 10--HD" ; +label variable ER63283 "HEHC OTR RPT: SPCH IMPAIR AGE 11--HD" ; +label variable ER63284 "HEHC OTR RPT: SPCH IMPAIR AGE 12--HD" ; +label variable ER63285 "HEHC OTR RPT: SPCH IMPAIR AGE 13--HD" ; +label variable ER63286 "HEHC OTR RPT: SPCH IMPAIR AGE 14--HD" ; +label variable ER63287 "HEHC OTR RPT: SPCH IMPAIR AGE 15--HD" ; +label variable ER63288 "HEHC OTR RPT: SPCH IMPAIR AGE 16--HD" ; +label variable ER63289 "HEHC OTR RPT: SPCH IMPAIR AGE 17+--HD" ; +label variable ER63290 "HEHC OTR RPT: AGE END SPCH IMPAIR--HD" ; +label variable ER63291 "HEHC OTR RPT: ALLERGY B4 AGE 1--HD" ; +label variable ER63292 "HEHC OTR RPT: ALLERGY AGE 1--HD" ; +label variable ER63293 "HEHC OTR RPT: ALLERGY AGE 2--HD" ; +label variable ER63294 "HEHC OTR RPT: ALLERGY AGE 3--HD" ; +label variable ER63295 "HEHC OTR RPT: ALLERGY AGE 4--HD" ; +label variable ER63296 "HEHC OTR RPT: ALLERGY AGE 5--HD" ; +label variable ER63297 "HEHC OTR RPT: ALLERGY AGE 6--HD" ; +label variable ER63298 "HEHC OTR RPT: ALLERGY AGE 7--HD" ; +label variable ER63299 "HEHC OTR RPT: ALLERGY AGE 8--HD" ; +label variable ER63300 "HEHC OTR RPT: ALLERGY AGE 9--HD" ; +label variable ER63301 "HEHC OTR RPT: ALLERGY AGE 10--HD" ; +label variable ER63302 "HEHC OTR RPT: ALLERGY AGE 11--HD" ; +label variable ER63303 "HEHC OTR RPT: ALLERGY AGE 12--HD" ; +label variable ER63304 "HEHC OTR RPT: ALLERGY AGE 13--HD" ; +label variable ER63305 "HEHC OTR RPT: ALLERGY AGE 14--HD" ; +label variable ER63306 "HEHC OTR RPT: ALLERGY AGE 15--HD" ; +label variable ER63307 "HEHC OTR RPT: ALLERGY AGE 16--HD" ; +label variable ER63308 "HEHC OTR RPT: ALLERGY AGE 17+--HD" ; +label variable ER63309 "HEHC OTR RPT: AGE END ALLERGY--HD" ; +label variable ER63310 "HEHC OTR RPT: HEART TRBL B4 AGE 1--HD" ; +label variable ER63311 "HEHC OTR RPT: HEART TRBL AGE 1--HD" ; +label variable ER63312 "HEHC OTR RPT: HEART TRBL AGE 2--HD" ; +label variable ER63313 "HEHC OTR RPT: HEART TRBL AGE 3--HD" ; +label variable ER63314 "HEHC OTR RPT: HEART TRBL AGE 4--HD" ; +label variable ER63315 "HEHC OTR RPT: HEART TRBL AGE 5--HD" ; +label variable ER63316 "HEHC OTR RPT: HEART TRBL AGE 6--HD" ; +label variable ER63317 "HEHC OTR RPT: HEART TRBL AGE 7--HD" ; +label variable ER63318 "HEHC OTR RPT: HEART TRBL AGE 8--HD" ; +label variable ER63319 "HEHC OTR RPT: HEART TRBL AGE 9--HD" ; +label variable ER63320 "HEHC OTR RPT: HEART TRBL AGE 10--HD" ; +label variable ER63321 "HEHC OTR RPT: HEART TRBL AGE 11--HD" ; +label variable ER63322 "HEHC OTR RPT: HEART TRBL AGE 12--HD" ; +label variable ER63323 "HEHC OTR RPT: HEART TRBL AGE 13--HD" ; +label variable ER63324 "HEHC OTR RPT: HEART TRBL AGE 14--HD" ; +label variable ER63325 "HEHC OTR RPT: HEART TRBL AGE 15--HD" ; +label variable ER63326 "HEHC OTR RPT: HEART TRBL AGE 16--HD" ; +label variable ER63327 "HEHC OTR RPT: HEART TRBL AGE 17+--HD" ; +label variable ER63328 "HEHC OTR RPT: AGE END HEART TRBL--HD" ; +label variable ER63329 "HEHC OTR RPT: EAR PROBS B4 AGE 1--HD" ; +label variable ER63330 "HEHC OTR RPT: EAR PROBS AGE 1--HD" ; +label variable ER63331 "HEHC OTR RPT: EAR PROBS AGE 2--HD" ; +label variable ER63332 "HEHC OTR RPT: EAR PROBS AGE 3--HD" ; +label variable ER63333 "HEHC OTR RPT: EAR PROBS AGE 4--HD" ; +label variable ER63334 "HEHC OTR RPT: EAR PROBS AGE 5--HD" ; +label variable ER63335 "HEHC OTR RPT: EAR PROBS AGE 6--HD" ; +label variable ER63336 "HEHC OTR RPT: EAR PROBS AGE 7--HD" ; +label variable ER63337 "HEHC OTR RPT: EAR PROBS AGE 8--HD" ; +label variable ER63338 "HEHC OTR RPT: EAR PROBS AGE 9--HD" ; +label variable ER63339 "HEHC OTR RPT: EAR PROBS AGE 10--HD" ; +label variable ER63340 "HEHC OTR RPT: EAR PROBS AGE 11--HD" ; +label variable ER63341 "HEHC OTR RPT: EAR PROBS AGE 12--HD" ; +label variable ER63342 "HEHC OTR RPT: EAR PROBS AGE 13--HD" ; +label variable ER63343 "HEHC OTR RPT: EAR PROBS AGE 14--HD" ; +label variable ER63344 "HEHC OTR RPT: EAR PROBS AGE 15--HD" ; +label variable ER63345 "HEHC OTR RPT: EAR PROBS AGE 16--HD" ; +label variable ER63346 "HEHC OTR RPT: EAR PROBS AGE 17+--HD" ; +label variable ER63347 "HEHC OTR RPT: AGE END EAR PROBS--HD" ; +label variable ER63348 "HEHC OTR RPT: EPILEPSY B4 AGE 1--HD" ; +label variable ER63349 "HEHC OTR RPT: EPILEPSY AGE 1--HD" ; +label variable ER63350 "HEHC OTR RPT: EPILEPSY AGE 2--HD" ; +label variable ER63351 "HEHC OTR RPT: EPILEPSY AGE 3--HD" ; +label variable ER63352 "HEHC OTR RPT: EPILEPSY AGE 4--HD" ; +label variable ER63353 "HEHC OTR RPT: EPILEPSY AGE 5--HD" ; +label variable ER63354 "HEHC OTR RPT: EPILEPSY AGE 6--HD" ; +label variable ER63355 "HEHC OTR RPT: EPILEPSY AGE 7--HD" ; +label variable ER63356 "HEHC OTR RPT: EPILEPSY AGE 8--HD" ; +label variable ER63357 "HEHC OTR RPT: EPILEPSY AGE 9--HD" ; +label variable ER63358 "HEHC OTR RPT: EPILEPSY AGE 10--HD" ; +label variable ER63359 "HEHC OTR RPT: EPILEPSY AGE 11--HD" ; +label variable ER63360 "HEHC OTR RPT: EPILEPSY AGE 12--HD" ; +label variable ER63361 "HEHC OTR RPT: EPILEPSY AGE 13--HD" ; +label variable ER63362 "HEHC OTR RPT: EPILEPSY AGE 14--HD" ; +label variable ER63363 "HEHC OTR RPT: EPILEPSY AGE 15--HD" ; +label variable ER63364 "HEHC OTR RPT: EPILEPSY AGE 16--HD" ; +label variable ER63365 "HEHC OTR RPT: EPILEPSY AGE 17+--HD" ; +label variable ER63366 "HEHC OTR RPT: AGE END EPILEPSY--HD" ; +label variable ER63367 "HEHC OTR RPT: HEADACHE B4 AGE 1--HD" ; +label variable ER63368 "HEHC OTR RPT: HEADACHE AGE 1--HD" ; +label variable ER63369 "HEHC OTR RPT: HEADACHE AGE 2--HD" ; +label variable ER63370 "HEHC OTR RPT: HEADACHE AGE 3--HD" ; +label variable ER63371 "HEHC OTR RPT: HEADACHE AGE 4--HD" ; +label variable ER63372 "HEHC OTR RPT: HEADACHE AGE 5--HD" ; +label variable ER63373 "HEHC OTR RPT: HEADACHE AGE 6--HD" ; +label variable ER63374 "HEHC OTR RPT: HEADACHE AGE 7--HD" ; +label variable ER63375 "HEHC OTR RPT: HEADACHE AGE 8--HD" ; +label variable ER63376 "HEHC OTR RPT: HEADACHE AGE 9--HD" ; +label variable ER63377 "HEHC OTR RPT: HEADACHE AGE 10--HD" ; +label variable ER63378 "HEHC OTR RPT: HEADACHE AGE 11--HD" ; +label variable ER63379 "HEHC OTR RPT: HEADACHE AGE 12--HD" ; +label variable ER63380 "HEHC OTR RPT: HEADACHE AGE 13--HD" ; +label variable ER63381 "HEHC OTR RPT: HEADACHE AGE 14--HD" ; +label variable ER63382 "HEHC OTR RPT: HEADACHE AGE 15--HD" ; +label variable ER63383 "HEHC OTR RPT: HEADACHE AGE 16--HD" ; +label variable ER63384 "HEHC OTR RPT: HEADACHE AGE 17+--HD" ; +label variable ER63385 "HEHC OTR RPT: AGE END HEADACHE--HD" ; +label variable ER63386 "HEHC OTR RPT: STOM PROB B4 AGE 1--HD" ; +label variable ER63387 "HEHC OTR RPT: STOM PROB AGE 1--HD" ; +label variable ER63388 "HEHC OTR RPT: STOM PROB AGE 2--HD" ; +label variable ER63389 "HEHC OTR RPT: STOM PROB AGE 3--HD" ; +label variable ER63390 "HEHC OTR RPT: STOM PROB AGE 4--HD" ; +label variable ER63391 "HEHC OTR RPT: STOM PROB AGE 5--HD" ; +label variable ER63392 "HEHC OTR RPT: STOM PROB AGE 6--HD" ; +label variable ER63393 "HEHC OTR RPT: STOM PROB AGE 7--HD" ; +label variable ER63394 "HEHC OTR RPT: STOM PROB AGE 8--HD" ; +label variable ER63395 "HEHC OTR RPT: STOM PROB AGE 9--HD" ; +label variable ER63396 "HEHC OTR RPT: STOM PROB AGE 10--HD" ; +label variable ER63397 "HEHC OTR RPT: STOM PROB AGE 11--HD" ; +label variable ER63398 "HEHC OTR RPT: STOM PROB AGE 12--HD" ; +label variable ER63399 "HEHC OTR RPT: STOM PROB AGE 13--HD" ; +label variable ER63400 "HEHC OTR RPT: STOM PROB AGE 14--HD" ; +label variable ER63401 "HEHC OTR RPT: STOM PROB AGE 15--HD" ; +label variable ER63402 "HEHC OTR RPT: STOM PROB AGE 16--HD" ; +label variable ER63403 "HEHC OTR RPT: STOM PROB AGE 17+--HD" ; +label variable ER63404 "HEHC OTR RPT: AGE END STOM PROB--HD" ; +label variable ER63405 "HEHC OTR RPT: HGH BLOOD PR B4 AGE 1--HD" ; +label variable ER63406 "HEHC OTR RPT: HGH BLOOD PR AGE 1--HD" ; +label variable ER63407 "HEHC OTR RPT: HGH BLOOD PR AGE 2--HD" ; +label variable ER63408 "HEHC OTR RPT: HGH BLOOD PR AGE 3--HD" ; +label variable ER63409 "HEHC OTR RPT: HGH BLOOD PR AGE 4--HD" ; +label variable ER63410 "HEHC OTR RPT: HGH BLOOD PR AGE 5--HD" ; +label variable ER63411 "HEHC OTR RPT: HGH BLOOD PR AGE 6--HD" ; +label variable ER63412 "HEHC OTR RPT: HGH BLOOD PR AGE 7--HD" ; +label variable ER63413 "HEHC OTR RPT: HGH BLOOD PR AGE 8--HD" ; +label variable ER63414 "HEHC OTR RPT: HGH BLOOD PR AGE 9--HD" ; +label variable ER63415 "HEHC OTR RPT: HGH BLOOD PR AGE 10--HD" ; +label variable ER63416 "HEHC OTR RPT: HGH BLOOD PR AGE 11--HD" ; +label variable ER63417 "HEHC OTR RPT: HGH BLOOD PR AGE 12--HD" ; +label variable ER63418 "HEHC OTR RPT: HGH BLOOD PR AGE 13--HD" ; +label variable ER63419 "HEHC OTR RPT: HGH BLOOD PR AGE 14--HD" ; +label variable ER63420 "HEHC OTR RPT: HGH BLOOD PR AGE 15--HD" ; +label variable ER63421 "HEHC OTR RPT: HGH BLOOD PR AGE 16--HD" ; +label variable ER63422 "HEHC OTR RPT: HGH BLOOD PR AGE 17+--HD" ; +label variable ER63423 "HEHC OTR RPT: AGE END HGH BLD PR--HD" ; +label variable ER63424 "HEHC OTR RPT: DEPRESSION B4 AGE 1--HD" ; +label variable ER63425 "HEHC OTR RPT: DEPRESSION AGE 1--HD" ; +label variable ER63426 "HEHC OTR RPT: DEPRESSION AGE 2--HD" ; +label variable ER63427 "HEHC OTR RPT: DEPRESSION AGE 3--HD" ; +label variable ER63428 "HEHC OTR RPT: DEPRESSION AGE 4--HD" ; +label variable ER63429 "HEHC OTR RPT: DEPRESSION AGE 5--HD" ; +label variable ER63430 "HEHC OTR RPT: DEPRESSION AGE 6--HD" ; +label variable ER63431 "HEHC OTR RPT: DEPRESSION AGE 7--HD" ; +label variable ER63432 "HEHC OTR RPT: DEPRESSION AGE 8--HD" ; +label variable ER63433 "HEHC OTR RPT: DEPRESSION AGE 9--HD" ; +label variable ER63434 "HEHC OTR RPT: DEPRESSION AGE 10--HD" ; +label variable ER63435 "HEHC OTR RPT: DEPRESSION AGE 11--HD" ; +label variable ER63436 "HEHC OTR RPT: DEPRESSION AGE 12--HD" ; +label variable ER63437 "HEHC OTR RPT: DEPRESSION AGE 13--HD" ; +label variable ER63438 "HEHC OTR RPT: DEPRESSION AGE 14--HD" ; +label variable ER63439 "HEHC OTR RPT: DEPRESSION AGE 15--HD" ; +label variable ER63440 "HEHC OTR RPT: DEPRESSION AGE 16--HD" ; +label variable ER63441 "HEHC OTR RPT: DEPRESSION AGE 17+--HD" ; +label variable ER63442 "HEHC OTR RPT: AGE END DEPRESSION--HD" ; +label variable ER63443 "HEHC OTR RPT: DRUG/AL PROB B4 AGE 1--HD" ; +label variable ER63444 "HEHC OTR RPT: DRUG/AL PROB AGE 1--HD" ; +label variable ER63445 "HEHC OTR RPT: DRUG/AL PROB AGE 2--HD" ; +label variable ER63446 "HEHC OTR RPT: DRUG/AL PROB AGE 3--HD" ; +label variable ER63447 "HEHC OTR RPT: DRUG/AL PROB AGE 4--HD" ; +label variable ER63448 "HEHC OTR RPT: DRUG/AL PROB AGE 5--HD" ; +label variable ER63449 "HEHC OTR RPT: DRUG/AL PROB AGE 6--HD" ; +label variable ER63450 "HEHC OTR RPT: DRUG/AL PROB AGE 7--HD" ; +label variable ER63451 "HEHC OTR RPT: DRUG/AL PROB AGE 8--HD" ; +label variable ER63452 "HEHC OTR RPT: DRUG/AL PROB AGE 9--HD" ; +label variable ER63453 "HEHC OTR RPT: DRUG/AL PROB AGE 10--HD" ; +label variable ER63454 "HEHC OTR RPT: DRUG/AL PROB AGE 11--HD" ; +label variable ER63455 "HEHC OTR RPT: DRUG/AL PROB AGE 12--HD" ; +label variable ER63456 "HEHC OTR RPT: DRUG/AL PROB AGE 13--HD" ; +label variable ER63457 "HEHC OTR RPT: DRUG/AL PROB AGE 14--HD" ; +label variable ER63458 "HEHC OTR RPT: DRUG/AL PROB AGE 15--HD" ; +label variable ER63459 "HEHC OTR RPT: DRUG/AL PROB AGE 16--HD" ; +label variable ER63460 "HEHC OTR RPT: DRUG/AL PROB AGE 17+--HD" ; +label variable ER63461 "HEHC OTR RPT: AGE END DRUG/AL PROB--HD" ; +label variable ER63462 "HEHC OTR RPT: OTR PSYCH PROB B4 AGE 1-HD" ; +label variable ER63463 "HEHC OTR RPT: OTR PSYCH PROB AGE 1--HD" ; +label variable ER63464 "HEHC OTR RPT: OTR PSYCH PROB AGE 2--HD" ; +label variable ER63465 "HEHC OTR RPT: OTR PSYCH PROB AGE 3--HD" ; +label variable ER63466 "HEHC OTR RPT: OTR PSYCH PROB AGE 4--HD" ; +label variable ER63467 "HEHC OTR RPT: OTR PSYCH PROB AGE 5--HD" ; +label variable ER63468 "HEHC OTR RPT: OTR PSYCH PROB AGE 6--HD" ; +label variable ER63469 "HEHC OTR RPT: OTR PSYCH PROB AGE 7--HD" ; +label variable ER63470 "HEHC OTR RPT: OTR PSYCH PROB AGE 8--HD" ; +label variable ER63471 "HEHC OTR RPT: OTR PSYCH PROB AGE 9--HD" ; +label variable ER63472 "HEHC OTR RPT: OTR PSYCH PROB AGE 10--HD" ; +label variable ER63473 "HEHC OTR RPT: OTR PSYCH PROB AGE 11--HD" ; +label variable ER63474 "HEHC OTR RPT: OTR PSYCH PROB AGE 12--HD" ; +label variable ER63475 "HEHC OTR RPT: OTR PSYCH PROB AGE 13--HD" ; +label variable ER63476 "HEHC OTR RPT: OTR PSYCH PROB AGE 14--HD" ; +label variable ER63477 "HEHC OTR RPT: OTR PSYCH PROB AGE 15--HD" ; +label variable ER63478 "HEHC OTR RPT: OTR PSYCH PROB AGE 16--HD" ; +label variable ER63479 "HEHC OTR RPT: OTR PSYCH PROB AGE 17+--HD" ; +label variable ER63480 "HEHC OTR RPT: AGE END OTR PSYCH PROB--HD" ; +label variable ER63481 "H24 WTR SPOUSE IN FU NOW" ; +label variable ER63482 "H1 HEALTH STATUS-SPOUSE" ; +label variable ER63483 "H1A WTR HLTH BETTER/WORSE-SPOUSE" ; +label variable ER63484 "H1B WTR HEALTH BETTER-SPOUSE" ; +label variable ER63485 "H1C WTR HEALTH WORSE-SPOUSE" ; +label variable ER63486 "H2 WTR TYPE/AMT WORK LIMITED-SPOUSE" ; +label variable ER63487 "H3 WTR UNABLE TO DO SOME TYPES WORK-SP" ; +label variable ER63488 "H4 WTR LIMIT AMT WORK CAN DO-SPOUSE" ; +label variable ER63489 "H5A WTR HAD STROKE-SPOUSE" ; +label variable ER63490 "H5A WTR EDITED-SPOUSE" ; +label variable ER63491 "H6A1 AGE AT FIRST STROKE-SPOUSE" ; +label variable ER63492 "H6A2 WTR SECOND STROKE-SPOUSE" ; +label variable ER63493 "H7A WTR STROKE LIMIT DAILY ACTIVITY-SP" ; +label variable ER63494 "H7A2 WTR TAKING MEDS FOR STROKE-SP" ; +label variable ER63495 "H5B WTR HEART ATTACK-SPOUSE" ; +label variable ER63496 "H5B WTR EDITED-SPOUSE" ; +label variable ER63497 "H6B1 AGE AT FIRST HEART ATTACK-SP" ; +label variable ER63498 "H6B2 WTR SECOND HEART ATTACK-SP" ; +label variable ER63499 "H7B WTR HRT ATTACK LIMIT ACTIVITY-SP" ; +label variable ER63500 "H7B2 WTR TAKING MEDS FOR HEART ATTACK-SP" ; +label variable ER63501 "H5C WTR HEART DISEASE-SPOUSE" ; +label variable ER63502 "H5C WTR EDITED-SPOUSE" ; +label variable ER63503 "H6C1 AGE FIRST HAD HEART DISEASE-SP" ; +label variable ER63504 "H7C WTR HRT DISEASE LIMIT ACTIVITY-SP" ; +label variable ER63505 "H7C2 WTR TAKING MEDS HEART DISEASE-SP" ; +label variable ER63506 "H5D WTR HYPERTENSION-SPOUSE" ; +label variable ER63507 "H5D WTR EDITED-SPOUSE" ; +label variable ER63508 "H6D1 AGE FIRST HAD HYPERTENSION-SP" ; +label variable ER63509 "H7D WTR HYPERTENSION LIMIT ACTIVITY-SP" ; +label variable ER63510 "H7D2 WTR TAKING MEDS FOR HYPERTENSION-SP" ; +label variable ER63511 "H5E WTR ASTHMA-SPOUSE" ; +label variable ER63512 "H5E WTR EDITED-SPOUSE" ; +label variable ER63513 "H6E1 AGE FIRST HAD ASTHMA-SPOUSE" ; +label variable ER63514 "H7E WTR ASTHMA LIMIT DAILY ACTIVITY-SP" ; +label variable ER63515 "H7E2 WTR TAKING MEDS FOR ASTHMA-SP" ; +label variable ER63516 "H5F WTR LUNG DISEASE-SPOUSE" ; +label variable ER63517 "H5F WTR EDITED-SPOUSE" ; +label variable ER63518 "H6F1 AGE FIRST HAD LUNG DISEASE-SP" ; +label variable ER63519 "H7F WTR LUNG DISEASE LIMIT ACTIVITY-SP" ; +label variable ER63520 "H7F2 WTR TAKING MEDS FOR LUNG DISEASE-SP" ; +label variable ER63521 "H5G WTR DIABETES-SPOUSE" ; +label variable ER63522 "H5G WTR EDITED-SPOUSE" ; +label variable ER63523 "H6G1 AGE FIRST HAD DIABETES-SPOUSE" ; +label variable ER63524 "H7G WTR DIABETES LIMIT ACTIVITY-SP" ; +label variable ER63525 "H7G2 WTR TAKING MEDS FOR DIABETES-SP" ; +label variable ER63526 "H5H WTR ARTHRITIS-SPOUSE" ; +label variable ER63527 "H5H WTR EDITED-SPOUSE" ; +label variable ER63528 "H6H1 AGE FIRST HAD ARTHRITIS-SPOUSE" ; +label variable ER63529 "H7H WTR ARTHRITIS LIMIT ACTIVITY-SP" ; +label variable ER63530 "H7H2 WTR TAKING MEDS FOR ARTHRITIS-SP" ; +label variable ER63531 "H5I WTR MENTAL LOSS-SPOUSE" ; +label variable ER63532 "H5I WTR EDITED-SPOUSE" ; +label variable ER63533 "H6I1 AGE FIRST HAD MEMORY LOSS-SP" ; +label variable ER63534 "H7I WTR MEMORY LOSS LIMIT ACTIVITY-SP" ; +label variable ER63535 "H7I2 WTR TAKING MEDS FOR MEMORY LOSS-SP" ; +label variable ER63536 "H5J WTR LEARNING DISORDER-SPOUSE" ; +label variable ER63537 "H5J WTR EDITED-SPOUSE" ; +label variable ER63538 "H6J1 AGE FIRST HAD LRNG DISORDER-SP" ; +label variable ER63539 "H7J WTR LRNG DISORDR LIMIT ACTIVITY-SP" ; +label variable ER63540 "H7J2 WTR TAKING MEDS FOR LRNG DISORDR-SP" ; +label variable ER63541 "H5K WTR CANCER-SPOUSE" ; +label variable ER63542 "H6K1 AGE FIRST HAD CANCER-SPOUSE" ; +label variable ER63543 "H6K3 WTR TREATING, RMSSN, OR CURED-SP" ; +label variable ER63544 "H6K4 TYPE OF CANCER MENTION 1-SPOUSE" ; +label variable ER63545 "H6K4 WTR EDITED (MEN 1)-SPOUSE" ; +label variable ER63546 "H6K4 TYPE OF CANCER MENTION 2-SPOUSE" ; +label variable ER63547 "H6K4 WTR EDITED (MEN 2)-SPOUSE" ; +label variable ER63548 "H7K WTR CANCER LIMIT ACTIVITY-SPOUSE" ; +label variable ER63549 "H5L WTR PSYCH PROBLEM-SPOUSE" ; +label variable ER63550 "H6L1 AGE FIRST HAD PSYCH PROB-SPOUSE" ; +label variable ER63551 "H6L2 TYPE OF PSYCH PROB MENTION 1-SP" ; +label variable ER63552 "H6L2 WTR EDITED (MEN1) -SPOUSE" ; +label variable ER63553 "H6L2 TYPE OF PSYCH PROB MENTION 2-SP" ; +label variable ER63554 "H6L2 WTR EDITED (MEN2) -SPOUSE" ; +label variable ER63555 "H6L2 TYPE OF PSYCH PROB MENTION 3-SP" ; +label variable ER63556 "H6L2 WTR EDITED (MEN3) -SPOUSE" ; +label variable ER63557 "H7L WTR PSYCH PROB LIMIT ACTIVITY-SP" ; +label variable ER63558 "H7L2 WTR TAKING MEDS FOR NERVES-SP" ; +label variable ER63559 "H5M WTR OTR CHRONIC CONDITION-SP" ; +label variable ER63560 "H6M1 TYPE OTR CHRONIC CONDITION-SP" ; +label variable ER63561 "H6M2 AGE FIRST HAD CHRON COND-SPOUSE" ; +label variable ER63562 "H7M WTR CHRON COND LIMIT ACTIVITY-SP" ; +label variable ER63563 "H7M2 WTR TAKING MEDS FOR OTR CHRON-SP" ; +label variable ER63564 "H8 WTR HOSPITALIZED IN 2014-SPOUSE" ; +label variable ER63565 "H8A # NIGHTS HOSPITALIZED-SPOUSE" ; +label variable ER63566 "H8A # WEEKS HOSPITALIZED-SPOUSE" ; +label variable ER63567 "H9A WTR PROBLEM BATHING-SPOUSE" ; +label variable ER63568 "H10A1 WTR SOMEONE HELPS BATHE-SP" ; +label variable ER63569 "H10A2 WTR NEED EQUIP TO BATHE-SP" ; +label variable ER63570 "H9B WTR PROBLEM DRESSING-SPOUSE" ; +label variable ER63571 "H10B1 WTR SOMEONE HELPS DRESS-SP" ; +label variable ER63572 "H10B2 WTR NEED EQUIP TO DRESS-SP" ; +label variable ER63573 "H9C WTR PROBLEM EATING-SPOUSE" ; +label variable ER63574 "H10C1 WTR SOMEONE HELPS EATNG-SP" ; +label variable ER63575 "H10C2 WTR NEED EQUIP TO EAT-SP" ; +label variable ER63576 "H9D WTR PROB GET IN/OUT BED/CHAIR-SP" ; +label variable ER63577 "H10D1 WTR SOMEONE HELPS BED/CHAIR-SP" ; +label variable ER63578 "H10D2 WTR NEED EQUIP FOR BED/CHAIR-SP" ; +label variable ER63579 "H9E WTR PROBLEM WALKING-SPOUSE" ; +label variable ER63580 "H10E1 WTR SOMEONE HELPS WALK-SP" ; +label variable ER63581 "H10E2 WTR NEED EQUIP TO WALK-SP" ; +label variable ER63582 "H9F WTR PROBLEM GETTING OUTSIDE-SP" ; +label variable ER63583 "H10F1 WTR SOMEONE HELPS GET OUT-SP" ; +label variable ER63584 "H10F2 WTR NEED EQUIP TO GO OUTSIDE-SP" ; +label variable ER63585 "H9G WTR PROBLEM USE TOILET-SP" ; +label variable ER63586 "H10G1 WTR SOMEONE HELPS TOILET-SP" ; +label variable ER63587 "H10G2 WTR NEED EQUIP TO USE TOILET-SP" ; +label variable ER63588 "H11A WTR DIFFICULT PREPARE MEALS-SP" ; +label variable ER63589 "H11B HEALTH/PHYSICAL PROBLEM?-SP" ; +label variable ER63590 "H11C WTR DIFFICULT SHOPPING-SP" ; +label variable ER63591 "H11D HEALTH/PHYSICAL PROBLEM?-SP" ; +label variable ER63592 "H11E WTR DIFFICULT MANAGE MONEY-SP" ; +label variable ER63593 "H11F HEALTH/PHYSICAL PROBLEM?-SP" ; +label variable ER63594 "H11G WTR TELEPHONE DIFFICULT-SP" ; +label variable ER63595 "H11H HEALTH/PHYSICAL PROBLEM?-SP" ; +label variable ER63596 "H11J WTR HEAVY HSWRK DIFFICULT-SP" ; +label variable ER63597 "H11K HEALTH/PHYSICAL PROBLEM?-SP" ; +label variable ER63598 "H11L WTR LIGHT HSWRK DIFFICULT-SP" ; +label variable ER63599 "H11M HEALTH/PHYSICAL PROBLEM?-SP" ; +label variable ER63600 "H12A FREQ OF HVY PHYSICAL ACTIVITY-SP" ; +label variable ER63601 "H12A TIME UNIT FOR HVY PHYS ACTIVITY-SP" ; +label variable ER63602 "H12B FREQ OF LITE PHYSICAL ACTIVITY-SP" ; +label variable ER63603 "H12B TIME UNIT FOR LITE PHYS ACTIVITY-SP" ; +label variable ER63604 "H12C FREQ OF STRENGTH PHYS ACTIVITY-SP" ; +label variable ER63605 "H12C TIME UNIT STRNGTH PHYS ACTVTY-SP" ; +label variable ER63606 "H13 WTR SMOKE CIGARETTES-SP" ; +label variable ER63607 "H14 # CIGARETTES PER DAY-SP" ; +label variable ER63608 "H15 AGE WHEN FIRST SMOKED-SP" ; +label variable ER63609 "H16 WTR EVER SMOKED CIGARETTES-SP" ; +label variable ER63610 "H17 # CIGARETTES PER DAY-SP" ; +label variable ER63611 "H18 AGE LAST SMOKED REGULARLY-SP" ; +label variable ER63612 "H19 AGE FIRST SMOKED REGULARLY-SP" ; +label variable ER63613 "H20 WTR DRINK ALCOHOL-SPOUSE" ; +label variable ER63614 "H21A HOW OFTEN HAVE DRINKS-SP" ; +label variable ER63615 "H21B # ALCOHOLIC DRINKS PER DAY-SP" ; +label variable ER63616 "H21C # DAYS HAD 4-5 DRINKS-SPOUSE" ; +label variable ER63617 "H22 WEIGHT IN POUNDS--SPOUSE" ; +label variable ER63618 "H22 WEIGHT IN KILOS--SPOUSE" ; +label variable ER63619 "H23 HEIGHT-FEET--SPOUSE" ; +label variable ER63620 "H23 HEIGHT-INCHES--SPOUSE" ; +label variable ER63621 "H23 HEIGHT IN METERS--SPOUSE" ; +label variable ER63622 "H25W HEALTH STATUS B4 AGE 17--SP" ; +label variable ER63623 "H26W WTR MISSED MO OR MORE SCHOOL--SP" ; +label variable ER63624 "H27W WTR MEASLES B4 AGE 17--SP" ; +label variable ER63625 "H28W WTR MUMPS B4 AGE 17--SP" ; +label variable ER63626 "H29W WTR CHICKEN POX B4 AGE 17--SP" ; +label variable ER63627 "H30W WTR DIFF SEEING B4 AGE 17--SP" ; +label variable ER63628 "H31W PARENTS SMOKED B4 SP AGE 17?--SP" ; +label variable ER63629 "H32W WTR ASTHMA B4 AGE 17--SP" ; +label variable ER63630 "H33W WTR DIABETES B4 AGE 17--SP" ; +label variable ER63631 "H34W WTR RESP DIS B4 AGE 17--SP" ; +label variable ER63632 "H35W WTR SPCH IMPAIR B4 AGE 17--SP" ; +label variable ER63633 "H36W WTR ALLERGY B4 AGE 17--SP" ; +label variable ER63634 "H37W WTR HEART TRBL B4 AGE 17--SP" ; +label variable ER63635 "H38W WTR EAR PROB B4 AGE 17--SP" ; +label variable ER63636 "H39W WTR EPILEPSY B4 AGE 17--SP" ; +label variable ER63637 "H40W WTR HEADACHE B4 AGE 17--SP" ; +label variable ER63638 "H41W WTR STOM PROB B4 AGE 17--SP" ; +label variable ER63639 "H42W WTR HGH BLOOD PR B4 AGE 17--SP" ; +label variable ER63640 "H43W WTR DEPRESSION B4 AGE 17--SP" ; +label variable ER63641 "H44W WTR DRUG/AL PROB B4 AGE 17--SP" ; +label variable ER63642 "H45W WTR OTR PSYCW PROB B4 AGE 17--SP" ; +label variable ER63643 "HEHC SLF RPT: YEAR 1ST REPORT--SP" ; +label variable ER63644 "HEHC SLF RPT: PAR SEP B4 AGE 1--SP" ; +label variable ER63645 "HEHC SLF RPT: PAR SEP AGE 1--SP" ; +label variable ER63646 "HEHC SLF RPT: PAR SEP AGE 2--SP" ; +label variable ER63647 "HEHC SLF RPT: PAR SEP AGE 3--SP" ; +label variable ER63648 "HEHC SLF RPT: PAR SEP AGE 4--SP" ; +label variable ER63649 "HEHC SLF RPT: PAR SEP AGE 5--SP" ; +label variable ER63650 "HEHC SLF RPT: PAR SEP AGE 6--SP" ; +label variable ER63651 "HEHC SLF RPT: PAR SEP AGE 7--SP" ; +label variable ER63652 "HEHC SLF RPT: PAR SEP AGE 8--SP" ; +label variable ER63653 "HEHC SLF RPT: PAR SEP AGE 9--SP" ; +label variable ER63654 "HEHC SLF RPT: PAR SEP AGE 10--SP" ; +label variable ER63655 "HEHC SLF RPT: PAR SEP AGE 11--SP" ; +label variable ER63656 "HEHC SLF RPT: PAR SEP AGE 12--SP" ; +label variable ER63657 "HEHC SLF RPT: PAR SEP AGE 13--SP" ; +label variable ER63658 "HEHC SLF RPT: PAR SEP AGE 14--SP" ; +label variable ER63659 "HEHC SLF RPT: PAR SEP AGE 15--SP" ; +label variable ER63660 "HEHC SLF RPT: PAR SEP AGE 16--SP" ; +label variable ER63661 "HEHC SLF RPT: MOVE B4 AGE 1--SP" ; +label variable ER63662 "HEHC SLF RPT: MOVE AGE 1--SP" ; +label variable ER63663 "HEHC SLF RPT: MOVE AGE 2--SP" ; +label variable ER63664 "HEHC SLF RPT: MOVE AGE 3--SP" ; +label variable ER63665 "HEHC SLF RPT: MOVE AGE 4--SP" ; +label variable ER63666 "HEHC SLF RPT: MOVE AGE 5--SP" ; +label variable ER63667 "HEHC SLF RPT: MOVE AGE 6--SP" ; +label variable ER63668 "HEHC SLF RPT: MOVE AGE 7--SP" ; +label variable ER63669 "HEHC SLF RPT: MOVE AGE 8--SP" ; +label variable ER63670 "HEHC SLF RPT: MOVE AGE 9--SP" ; +label variable ER63671 "HEHC SLF RPT: MOVE AGE 10--SP" ; +label variable ER63672 "HEHC SLF RPT: MOVE AGE 11--SP" ; +label variable ER63673 "HEHC SLF RPT: MOVE AGE 12--SP" ; +label variable ER63674 "HEHC SLF RPT: MOVE AGE 13--SP" ; +label variable ER63675 "HEHC SLF RPT: MOVE AGE 14--SP" ; +label variable ER63676 "HEHC SLF RPT: MOVE AGE 15--SP" ; +label variable ER63677 "HEHC SLF RPT: MOVE AGE 16--SP" ; +label variable ER63678 "HEHC SLF RPT: SCHOOL B4 AGE 1--SP" ; +label variable ER63679 "HEHC SLF RPT: SCHOOL AGE 1--SP" ; +label variable ER63680 "HEHC SLF RPT: SCHOOL AGE 2--SP" ; +label variable ER63681 "HEHC SLF RPT: SCHOOL AGE 3--SP" ; +label variable ER63682 "HEHC SLF RPT: SCHOOL AGE 4--SP" ; +label variable ER63683 "HEHC SLF RPT: SCHOOL AGE 5--SP" ; +label variable ER63684 "HEHC SLF RPT: SCHOOL AGE 6--SP" ; +label variable ER63685 "HEHC SLF RPT: SCHOOL AGE 7--SP" ; +label variable ER63686 "HEHC SLF RPT: SCHOOL AGE 8--SP" ; +label variable ER63687 "HEHC SLF RPT: SCHOOL AGE 9--SP" ; +label variable ER63688 "HEHC SLF RPT: SCHOOL AGE 10--SP" ; +label variable ER63689 "HEHC SLF RPT: SCHOOL AGE 11--SP" ; +label variable ER63690 "HEHC SLF RPT: SCHOOL AGE 12--SP" ; +label variable ER63691 "HEHC SLF RPT: SCHOOL AGE 13--SP" ; +label variable ER63692 "HEHC SLF RPT: SCHOOL AGE 14--SP" ; +label variable ER63693 "HEHC SLF RPT: SCHOOL AGE 15--SP" ; +label variable ER63694 "HEHC SLF RPT: SCHOOL AGE 16--SP" ; +label variable ER63695 "HEHC SLF RPT: ASTHMA B4 AGE 1--SP" ; +label variable ER63696 "HEHC SLF RPT: ASTHMA AGE 1--SP" ; +label variable ER63697 "HEHC SLF RPT: ASTHMA AGE 2--SP" ; +label variable ER63698 "HEHC SLF RPT: ASTHMA AGE 3--SP" ; +label variable ER63699 "HEHC SLF RPT: ASTHMA AGE 4--SP" ; +label variable ER63700 "HEHC SLF RPT: ASTHMA AGE 5--SP" ; +label variable ER63701 "HEHC SLF RPT: ASTHMA AGE 6--SP" ; +label variable ER63702 "HEHC SLF RPT: ASTHMA AGE 7--SP" ; +label variable ER63703 "HEHC SLF RPT: ASTHMA AGE 8--SP" ; +label variable ER63704 "HEHC SLF RPT: ASTHMA AGE 9--SP" ; +label variable ER63705 "HEHC SLF RPT: ASTHMA AGE 10--SP" ; +label variable ER63706 "HEHC SLF RPT: ASTHMA AGE 11--SP" ; +label variable ER63707 "HEHC SLF RPT: ASTHMA AGE 12--SP" ; +label variable ER63708 "HEHC SLF RPT: ASTHMA AGE 13--SP" ; +label variable ER63709 "HEHC SLF RPT: ASTHMA AGE 14--SP" ; +label variable ER63710 "HEHC SLF RPT: ASTHMA AGE 15--SP" ; +label variable ER63711 "HEHC SLF RPT: ASTHMA AGE 16--SP" ; +label variable ER63712 "HEHC SLF RPT: ASTHMA AGE 17+--SP" ; +label variable ER63713 "HEHC SLF RPT: AGE END ASTHMA--SP" ; +label variable ER63714 "HEHC SLF RPT: DIABETES B4 AGE 1--SP" ; +label variable ER63715 "HEHC SLF RPT: DIABETES AGE 1--SP" ; +label variable ER63716 "HEHC SLF RPT: DIABETES AGE 2--SP" ; +label variable ER63717 "HEHC SLF RPT: DIABETES AGE 3--SP" ; +label variable ER63718 "HEHC SLF RPT: DIABETES AGE 4--SP" ; +label variable ER63719 "HEHC SLF RPT: DIABETES AGE 5--SP" ; +label variable ER63720 "HEHC SLF RPT: DIABETES AGE 6--SP" ; +label variable ER63721 "HEHC SLF RPT: DIABETES AGE 7--SP" ; +label variable ER63722 "HEHC SLF RPT: DIABETES AGE 8--SP" ; +label variable ER63723 "HEHC SLF RPT: DIABETES AGE 9--SP" ; +label variable ER63724 "HEHC SLF RPT: DIABETES AGE 10--SP" ; +label variable ER63725 "HEHC SLF RPT: DIABETES AGE 11--SP" ; +label variable ER63726 "HEHC SLF RPT: DIABETES AGE 12--SP" ; +label variable ER63727 "HEHC SLF RPT: DIABETES AGE 13--SP" ; +label variable ER63728 "HEHC SLF RPT: DIABETES AGE 14--SP" ; +label variable ER63729 "HEHC SLF RPT: DIABETES AGE 15--SP" ; +label variable ER63730 "HEHC SLF RPT: DIABETES AGE 16--SP" ; +label variable ER63731 "HEHC SLF RPT: DIABETES AGE 17+--SP" ; +label variable ER63732 "HEHC SLF RPT: AGE END DIABETES--SP" ; +label variable ER63733 "HEHC SLF RPT: RESP DIS B4 AGE 1--SP" ; +label variable ER63734 "HEHC SLF RPT: RESP DIS AGE 1--SP" ; +label variable ER63735 "HEHC SLF RPT: RESP DIS AGE 2--SP" ; +label variable ER63736 "HEHC SLF RPT: RESP DIS AGE 3--SP" ; +label variable ER63737 "HEHC SLF RPT: RESP DIS AGE 4--SP" ; +label variable ER63738 "HEHC SLF RPT: RESP DIS AGE 5--SP" ; +label variable ER63739 "HEHC SLF RPT: RESP DIS AGE 6--SP" ; +label variable ER63740 "HEHC SLF RPT: RESP DIS AGE 7--SP" ; +label variable ER63741 "HEHC SLF RPT: RESP DIS AGE 8--SP" ; +label variable ER63742 "HEHC SLF RPT: RESP DIS AGE 9--SP" ; +label variable ER63743 "HEHC SLF RPT: RESP DIS AGE 10--SP" ; +label variable ER63744 "HEHC SLF RPT: RESP DIS AGE 11--SP" ; +label variable ER63745 "HEHC SLF RPT: RESP DIS AGE 12--SP" ; +label variable ER63746 "HEHC SLF RPT: RESP DIS AGE 13--SP" ; +label variable ER63747 "HEHC SLF RPT: RESP DIS AGE 14--SP" ; +label variable ER63748 "HEHC SLF RPT: RESP DIS AGE 15--SP" ; +label variable ER63749 "HEHC SLF RPT: RESP DIS AGE 16--SP" ; +label variable ER63750 "HEHC SLF RPT: RESP DIS AGE 17+--SP" ; +label variable ER63751 "HEHC SLF RPT: AGE END RESP DIS--SP" ; +label variable ER63752 "HEHC SLF RPT: SPCH IMPAIR B4 AGE 1--SP" ; +label variable ER63753 "HEHC SLF RPT: SPCH IMPAIR AGE 1--SP" ; +label variable ER63754 "HEHC SLF RPT: SPCH IMPAIR AGE 2--SP" ; +label variable ER63755 "HEHC SLF RPT: SPCH IMPAIR AGE 3--SP" ; +label variable ER63756 "HEHC SLF RPT: SPCH IMPAIR AGE 4--SP" ; +label variable ER63757 "HEHC SLF RPT: SPCH IMPAIR AGE 5--SP" ; +label variable ER63758 "HEHC SLF RPT: SPCH IMPAIR AGE 6--SP" ; +label variable ER63759 "HEHC SLF RPT: SPCH IMPAIR AGE 7--SP" ; +label variable ER63760 "HEHC SLF RPT: SPCH IMPAIR AGE 8--SP" ; +label variable ER63761 "HEHC SLF RPT: SPCH IMPAIR AGE 9--SP" ; +label variable ER63762 "HEHC SLF RPT: SPCH IMPAIR AGE 10--SP" ; +label variable ER63763 "HEHC SLF RPT: SPCH IMPAIR AGE 11--SP" ; +label variable ER63764 "HEHC SLF RPT: SPCH IMPAIR AGE 12--SP" ; +label variable ER63765 "HEHC SLF RPT: SPCH IMPAIR AGE 13--SP" ; +label variable ER63766 "HEHC SLF RPT: SPCH IMPAIR AGE 14--SP" ; +label variable ER63767 "HEHC SLF RPT: SPCH IMPAIR AGE 15--SP" ; +label variable ER63768 "HEHC SLF RPT: SPCH IMPAIR AGE 16--SP" ; +label variable ER63769 "HEHC SLF RPT: SPCH IMPAIR AGE 17+--SP" ; +label variable ER63770 "HEHC SLF RPT: AGE END SPCH IMPAIR--SP" ; +label variable ER63771 "HEHC SLF RPT: ALLERGY B4 AGE 1--SP" ; +label variable ER63772 "HEHC SLF RPT: ALLERGY AGE 1--SP" ; +label variable ER63773 "HEHC SLF RPT: ALLERGY AGE 2--SP" ; +label variable ER63774 "HEHC SLF RPT: ALLERGY AGE 3--SP" ; +label variable ER63775 "HEHC SLF RPT: ALLERGY AGE 4--SP" ; +label variable ER63776 "HEHC SLF RPT: ALLERGY AGE 5--SP" ; +label variable ER63777 "HEHC SLF RPT: ALLERGY AGE 6--SP" ; +label variable ER63778 "HEHC SLF RPT: ALLERGY AGE 7--SP" ; +label variable ER63779 "HEHC SLF RPT: ALLERGY AGE 8--SP" ; +label variable ER63780 "HEHC SLF RPT: ALLERGY AGE 9--SP" ; +label variable ER63781 "HEHC SLF RPT: ALLERGY AGE 10--SP" ; +label variable ER63782 "HEHC SLF RPT: ALLERGY AGE 11--SP" ; +label variable ER63783 "HEHC SLF RPT: ALLERGY AGE 12--SP" ; +label variable ER63784 "HEHC SLF RPT: ALLERGY AGE 13--SP" ; +label variable ER63785 "HEHC SLF RPT: ALLERGY AGE 14--SP" ; +label variable ER63786 "HEHC SLF RPT: ALLERGY AGE 15--SP" ; +label variable ER63787 "HEHC SLF RPT: ALLERGY AGE 16--SP" ; +label variable ER63788 "HEHC SLF RPT: ALLERGY AGE 17+--SP" ; +label variable ER63789 "HEHC SLF RPT: AGE END ALLERGY--SP" ; +label variable ER63790 "HEHC SLF RPT: HEART TRBL B4 AGE 1--SP" ; +label variable ER63791 "HEHC SLF RPT: HEART TRBL AGE 1--SP" ; +label variable ER63792 "HEHC SLF RPT: HEART TRBL AGE 2--SP" ; +label variable ER63793 "HEHC SLF RPT: HEART TRBL AGE 3--SP" ; +label variable ER63794 "HEHC SLF RPT: HEART TRBL AGE 4--SP" ; +label variable ER63795 "HEHC SLF RPT: HEART TRBL AGE 5--SP" ; +label variable ER63796 "HEHC SLF RPT: HEART TRBL AGE 6--SP" ; +label variable ER63797 "HEHC SLF RPT: HEART TRBL AGE 7--SP" ; +label variable ER63798 "HEHC SLF RPT: HEART TRBL AGE 8--SP" ; +label variable ER63799 "HEHC SLF RPT: HEART TRBL AGE 9--SP" ; +label variable ER63800 "HEHC SLF RPT: HEART TRBL AGE 10--SP" ; +label variable ER63801 "HEHC SLF RPT: HEART TRBL AGE 11--SP" ; +label variable ER63802 "HEHC SLF RPT: HEART TRBL AGE 12--SP" ; +label variable ER63803 "HEHC SLF RPT: HEART TRBL AGE 13--SP" ; +label variable ER63804 "HEHC SLF RPT: HEART TRBL AGE 14--SP" ; +label variable ER63805 "HEHC SLF RPT: HEART TRBL AGE 15--SP" ; +label variable ER63806 "HEHC SLF RPT: HEART TRBL AGE 16--SP" ; +label variable ER63807 "HEHC SLF RPT: HEART TRBL AGE 17+--SP" ; +label variable ER63808 "HEHC SLF RPT: AGE END HEART TRBL--SP" ; +label variable ER63809 "HEHC SLF RPT: EAR PROBS B4 AGE 1--SP" ; +label variable ER63810 "HEHC SLF RPT: EAR PROBS AGE 1--SP" ; +label variable ER63811 "HEHC SLF RPT: EAR PROBS AGE 2--SP" ; +label variable ER63812 "HEHC SLF RPT: EAR PROBS AGE 3--SP" ; +label variable ER63813 "HEHC SLF RPT: EAR PROBS AGE 4--SP" ; +label variable ER63814 "HEHC SLF RPT: EAR PROBS AGE 5--SP" ; +label variable ER63815 "HEHC SLF RPT: EAR PROBS AGE 6--SP" ; +label variable ER63816 "HEHC SLF RPT: EAR PROBS AGE 7--SP" ; +label variable ER63817 "HEHC SLF RPT: EAR PROBS AGE 8--SP" ; +label variable ER63818 "HEHC SLF RPT: EAR PROBS AGE 9--SP" ; +label variable ER63819 "HEHC SLF RPT: EAR PROBS AGE 10--SP" ; +label variable ER63820 "HEHC SLF RPT: EAR PROBS AGE 11--SP" ; +label variable ER63821 "HEHC SLF RPT: EAR PROBS AGE 12--SP" ; +label variable ER63822 "HEHC SLF RPT: EAR PROBS AGE 13--SP" ; +label variable ER63823 "HEHC SLF RPT: EAR PROBS AGE 14--SP" ; +label variable ER63824 "HEHC SLF RPT: EAR PROBS AGE 15--SP" ; +label variable ER63825 "HEHC SLF RPT: EAR PROBS AGE 16--SP" ; +label variable ER63826 "HEHC SLF RPT: EAR PROBS AGE 17+--SP" ; +label variable ER63827 "HEHC SLF RPT: AGE END EAR PROBS--SP" ; +label variable ER63828 "HEHC SLF RPT: EPILEPSY B4 AGE 1--SP" ; +label variable ER63829 "HEHC SLF RPT: EPILEPSY AGE 1--SP" ; +label variable ER63830 "HEHC SLF RPT: EPILEPSY AGE 2--SP" ; +label variable ER63831 "HEHC SLF RPT: EPILEPSY AGE 3--SP" ; +label variable ER63832 "HEHC SLF RPT: EPILEPSY AGE 4--SP" ; +label variable ER63833 "HEHC SLF RPT: EPILEPSY AGE 5--SP" ; +label variable ER63834 "HEHC SLF RPT: EPILEPSY AGE 6--SP" ; +label variable ER63835 "HEHC SLF RPT: EPILEPSY AGE 7--SP" ; +label variable ER63836 "HEHC SLF RPT: EPILEPSY AGE 8--SP" ; +label variable ER63837 "HEHC SLF RPT: EPILEPSY AGE 9--SP" ; +label variable ER63838 "HEHC SLF RPT: EPILEPSY AGE 10--SP" ; +label variable ER63839 "HEHC SLF RPT: EPILEPSY AGE 11--SP" ; +label variable ER63840 "HEHC SLF RPT: EPILEPSY AGE 12--SP" ; +label variable ER63841 "HEHC SLF RPT: EPILEPSY AGE 13--SP" ; +label variable ER63842 "HEHC SLF RPT: EPILEPSY AGE 14--SP" ; +label variable ER63843 "HEHC SLF RPT: EPILEPSY AGE 15--SP" ; +label variable ER63844 "HEHC SLF RPT: EPILEPSY AGE 16--SP" ; +label variable ER63845 "HEHC SLF RPT: EPILEPSY AGE 17+--SP" ; +label variable ER63846 "HEHC SLF RPT: AGE END EPILEPSY--SP" ; +label variable ER63847 "HEHC SLF RPT: HEADACHE B4 AGE 1--SP" ; +label variable ER63848 "HEHC SLF RPT: HEADACHE AGE 1--SP" ; +label variable ER63849 "HEHC SLF RPT: HEADACHE AGE 2--SP" ; +label variable ER63850 "HEHC SLF RPT: HEADACHE AGE 3--SP" ; +label variable ER63851 "HEHC SLF RPT: HEADACHE AGE 4--SP" ; +label variable ER63852 "HEHC SLF RPT: HEADACHE AGE 5--SP" ; +label variable ER63853 "HEHC SLF RPT: HEADACHE AGE 6--SP" ; +label variable ER63854 "HEHC SLF RPT: HEADACHE AGE 7--SP" ; +label variable ER63855 "HEHC SLF RPT: HEADACHE AGE 8--SP" ; +label variable ER63856 "HEHC SLF RPT: HEADACHE AGE 9--SP" ; +label variable ER63857 "HEHC SLF RPT: HEADACHE AGE 10--SP" ; +label variable ER63858 "HEHC SLF RPT: HEADACHE AGE 11--SP" ; +label variable ER63859 "HEHC SLF RPT: HEADACHE AGE 12--SP" ; +label variable ER63860 "HEHC SLF RPT: HEADACHE AGE 13--SP" ; +label variable ER63861 "HEHC SLF RPT: HEADACHE AGE 14--SP" ; +label variable ER63862 "HEHC SLF RPT: HEADACHE AGE 15--SP" ; +label variable ER63863 "HEHC SLF RPT: HEADACHE AGE 16--SP" ; +label variable ER63864 "HEHC SLF RPT: HEADACHE AGE 17+--SP" ; +label variable ER63865 "HEHC SLF RPT: AGE END HEADACHE--SP" ; +label variable ER63866 "HEHC SLF RPT: STOM PROB B4 AGE 1--SP" ; +label variable ER63867 "HEHC SLF RPT: STOM PROB AGE 1--SP" ; +label variable ER63868 "HEHC SLF RPT: STOM PROB AGE 2--SP" ; +label variable ER63869 "HEHC SLF RPT: STOM PROB AGE 3--SP" ; +label variable ER63870 "HEHC SLF RPT: STOM PROB AGE 4--SP" ; +label variable ER63871 "HEHC SLF RPT: STOM PROB AGE 5--SP" ; +label variable ER63872 "HEHC SLF RPT: STOM PROB AGE 6--SP" ; +label variable ER63873 "HEHC SLF RPT: STOM PROB AGE 7--SP" ; +label variable ER63874 "HEHC SLF RPT: STOM PROB AGE 8--SP" ; +label variable ER63875 "HEHC SLF RPT: STOM PROB AGE 9--SP" ; +label variable ER63876 "HEHC SLF RPT: STOM PROB AGE 10--SP" ; +label variable ER63877 "HEHC SLF RPT: STOM PROB AGE 11--SP" ; +label variable ER63878 "HEHC SLF RPT: STOM PROB AGE 12--SP" ; +label variable ER63879 "HEHC SLF RPT: STOM PROB AGE 13--SP" ; +label variable ER63880 "HEHC SLF RPT: STOM PROB AGE 14--SP" ; +label variable ER63881 "HEHC SLF RPT: STOM PROB AGE 15--SP" ; +label variable ER63882 "HEHC SLF RPT: STOM PROB AGE 16--SP" ; +label variable ER63883 "HEHC SLF RPT: STOM PROB AGE 17+--SP" ; +label variable ER63884 "HEHC SLF RPT: AGE END STOM PROB--SP" ; +label variable ER63885 "HEHC SLF RPT: HGH BLOOD PR B4 AGE 1--SP" ; +label variable ER63886 "HEHC SLF RPT: HGH BLOOD PR AGE 1--SP" ; +label variable ER63887 "HEHC SLF RPT: HGH BLOOD PR AGE 2--SP" ; +label variable ER63888 "HEHC SLF RPT: HGH BLOOD PR AGE 3--SP" ; +label variable ER63889 "HEHC SLF RPT: HGH BLOOD PR AGE 4--SP" ; +label variable ER63890 "HEHC SLF RPT: HGH BLOOD PR AGE 5--SP" ; +label variable ER63891 "HEHC SLF RPT: HGH BLOOD PR AGE 6--SP" ; +label variable ER63892 "HEHC SLF RPT: HGH BLOOD PR AGE 7--SP" ; +label variable ER63893 "HEHC SLF RPT: HGH BLOOD PR AGE 8--SP" ; +label variable ER63894 "HEHC SLF RPT: HGH BLOOD PR AGE 9--SP" ; +label variable ER63895 "HEHC SLF RPT: HGH BLOOD PR AGE 10--SP" ; +label variable ER63896 "HEHC SLF RPT: HGH BLOOD PR AGE 11--SP" ; +label variable ER63897 "HEHC SLF RPT: HGH BLOOD PR AGE 12--SP" ; +label variable ER63898 "HEHC SLF RPT: HGH BLOOD PR AGE 13--SP" ; +label variable ER63899 "HEHC SLF RPT: HGH BLOOD PR AGE 14--SP" ; +label variable ER63900 "HEHC SLF RPT: HGH BLOOD PR AGE 15--SP" ; +label variable ER63901 "HEHC SLF RPT: HGH BLOOD PR AGE 16--SP" ; +label variable ER63902 "HEHC SLF RPT: HGH BLOOD PR AGE 17+--SP" ; +label variable ER63903 "HEHC SLF RPT: AGE END HGH BLOOD PR--SP" ; +label variable ER63904 "HEHC SLF RPT: DEPRESSION B4 AGE 1--SP" ; +label variable ER63905 "HEHC SLF RPT: DEPRESSION AGE 1--SP" ; +label variable ER63906 "HEHC SLF RPT: DEPRESSION AGE 2--SP" ; +label variable ER63907 "HEHC SLF RPT: DEPRESSION AGE 3--SP" ; +label variable ER63908 "HEHC SLF RPT: DEPRESSION AGE 4--SP" ; +label variable ER63909 "HEHC SLF RPT: DEPRESSION AGE 5--SP" ; +label variable ER63910 "HEHC SLF RPT: DEPRESSION AGE 6--SP" ; +label variable ER63911 "HEHC SLF RPT: DEPRESSION AGE 7--SP" ; +label variable ER63912 "HEHC SLF RPT: DEPRESSION AGE 8--SP" ; +label variable ER63913 "HEHC SLF RPT: DEPRESSION AGE 9--SP" ; +label variable ER63914 "HEHC SLF RPT: DEPRESSION AGE 10--SP" ; +label variable ER63915 "HEHC SLF RPT: DEPRESSION AGE 11--SP" ; +label variable ER63916 "HEHC SLF RPT: DEPRESSION AGE 12--SP" ; +label variable ER63917 "HEHC SLF RPT: DEPRESSION AGE 13--SP" ; +label variable ER63918 "HEHC SLF RPT: DEPRESSION AGE 14--SP" ; +label variable ER63919 "HEHC SLF RPT: DEPRESSION AGE 15--SP" ; +label variable ER63920 "HEHC SLF RPT: DEPRESSION AGE 16--SP" ; +label variable ER63921 "HEHC SLF RPT: DEPRESSION AGE 17+--SP" ; +label variable ER63922 "HEHC SLF RPT: AGE END DEPRESSION--SP" ; +label variable ER63923 "HEHC SLF RPT: DRUG/AL PROB B4 AGE 1--SP" ; +label variable ER63924 "HEHC SLF RPT: DRUG/AL PROB AGE 1--SP" ; +label variable ER63925 "HEHC SLF RPT: DRUG/AL PROB AGE 2--SP" ; +label variable ER63926 "HEHC SLF RPT: DRUG/AL PROB AGE 3--SP" ; +label variable ER63927 "HEHC SLF RPT: DRUG/AL PROB AGE 4--SP" ; +label variable ER63928 "HEHC SLF RPT: DRUG/AL PROB AGE 5--SP" ; +label variable ER63929 "HEHC SLF RPT: DRUG/AL PROB AGE 6--SP" ; +label variable ER63930 "HEHC SLF RPT: DRUG/AL PROB AGE 7--SP" ; +label variable ER63931 "HEHC SLF RPT: DRUG/AL PROB AGE 8--SP" ; +label variable ER63932 "HEHC SLF RPT: DRUG/AL PROB AGE 9--SP" ; +label variable ER63933 "HEHC SLF RPT: DRUG/AL PROB AGE 10--SP" ; +label variable ER63934 "HEHC SLF RPT: DRUG/AL PROB AGE 11--SP" ; +label variable ER63935 "HEHC SLF RPT: DRUG/AL PROB AGE 12--SP" ; +label variable ER63936 "HEHC SLF RPT: DRUG/AL PROB AGE 13--SP" ; +label variable ER63937 "HEHC SLF RPT: DRUG/AL PROB AGE 14--SP" ; +label variable ER63938 "HEHC SLF RPT: DRUG/AL PROB AGE 15--SP" ; +label variable ER63939 "HEHC SLF RPT: DRUG/AL PROB AGE 16--SP" ; +label variable ER63940 "HEHC SLF RPT: DRUG/AL PROB AGE 17+--SP" ; +label variable ER63941 "HEHC SLF RPT: AGE END DRUG/AL PROB--SP" ; +label variable ER63942 "HEHC SLF RPT: OTR PSYCH PROB B4 AGE 1-SP" ; +label variable ER63943 "HEHC SLF RPT: OTR PSYCH PROB AGE 1--SP" ; +label variable ER63944 "HEHC SLF RPT: OTR PSYCH PROB AGE 2--SP" ; +label variable ER63945 "HEHC SLF RPT: OTR PSYCH PROB AGE 3--SP" ; +label variable ER63946 "HEHC SLF RPT: OTR PSYCH PROB AGE 4--SP" ; +label variable ER63947 "HEHC SLF RPT: OTR PSYCH PROB AGE 5--SP" ; +label variable ER63948 "HEHC SLF RPT: OTR PSYCH PROB AGE 6--SP" ; +label variable ER63949 "HEHC SLF RPT: OTR PSYCH PROB AGE 7--SP" ; +label variable ER63950 "HEHC SLF RPT: OTR PSYCH PROB AGE 8--SP" ; +label variable ER63951 "HEHC SLF RPT: OTR PSYCH PROB AGE 9--SP" ; +label variable ER63952 "HEHC SLF RPT: OTR PSYCH PROB AGE 10--SP" ; +label variable ER63953 "HEHC SLF RPT: OTR PSYCH PROB AGE 11--SP" ; +label variable ER63954 "HEHC SLF RPT: OTR PSYCH PROB AGE 12--SP" ; +label variable ER63955 "HEHC SLF RPT: OTR PSYCH PROB AGE 13--SP" ; +label variable ER63956 "HEHC SLF RPT: OTR PSYCH PROB AGE 14--SP" ; +label variable ER63957 "HEHC SLF RPT: OTR PSYCH PROB AGE 15--SP" ; +label variable ER63958 "HEHC SLF RPT: OTR PSYCH PROB AGE 16--SP" ; +label variable ER63959 "HEHC SLF RPT: OTR PSYCH PROB AGE 17+--SP" ; +label variable ER63960 "HEHC SLF RPT: AGE END OTR PSYCH PROB--SP" ; +label variable ER63961 "HEHC SP RPT: YEAR 1ST REPORT--SP" ; +label variable ER63962 "HEHC SP RPT: PAR SEP B4 AGE 1--SP" ; +label variable ER63963 "HEHC SP RPT: PAR SEP AGE 1--SP" ; +label variable ER63964 "HEHC SP RPT: PAR SEP AGE 2--SP" ; +label variable ER63965 "HEHC SP RPT: PAR SEP AGE 3--SP" ; +label variable ER63966 "HEHC SP RPT: PAR SEP AGE 4--SP" ; +label variable ER63967 "HEHC SP RPT: PAR SEP AGE 5--SP" ; +label variable ER63968 "HEHC SP RPT: PAR SEP AGE 6--SP" ; +label variable ER63969 "HEHC SP RPT: PAR SEP AGE 7--SP" ; +label variable ER63970 "HEHC SP RPT: PAR SEP AGE 8--SP" ; +label variable ER63971 "HEHC SP RPT: PAR SEP AGE 9--SP" ; +label variable ER63972 "HEHC SP RPT: PAR SEP AGE 10--SP" ; +label variable ER63973 "HEHC SP RPT: PAR SEP AGE 11--SP" ; +label variable ER63974 "HEHC SP RPT: PAR SEP AGE 12--SP" ; +label variable ER63975 "HEHC SP RPT: PAR SEP AGE 13--SP" ; +label variable ER63976 "HEHC SP RPT: PAR SEP AGE 14--SP" ; +label variable ER63977 "HEHC SP RPT: PAR SEP AGE 15--SP" ; +label variable ER63978 "HEHC SP RPT: PAR SEP AGE 16--SP" ; +label variable ER63979 "HEHC SP RPT: MOVE B4 AGE 1--SP" ; +label variable ER63980 "HEHC SP RPT: MOVE AGE 1--SP" ; +label variable ER63981 "HEHC SP RPT: MOVE AGE 2--SP" ; +label variable ER63982 "HEHC SP RPT: MOVE AGE 3--SP" ; +label variable ER63983 "HEHC SP RPT: MOVE AGE 4--SP" ; +label variable ER63984 "HEHC SP RPT: MOVE AGE 5--SP" ; +label variable ER63985 "HEHC SP RPT: MOVE AGE 6--SP" ; +label variable ER63986 "HEHC SP RPT: MOVE AGE 7--SP" ; +label variable ER63987 "HEHC SP RPT: MOVE AGE 8--SP" ; +label variable ER63988 "HEHC SP RPT: MOVE AGE 9--SP" ; +label variable ER63989 "HEHC SP RPT: MOVE AGE 10--SP" ; +label variable ER63990 "HEHC SP RPT: MOVE AGE 11--SP" ; +label variable ER63991 "HEHC SP RPT: MOVE AGE 12--SP" ; +label variable ER63992 "HEHC SP RPT: MOVE AGE 13--SP" ; +label variable ER63993 "HEHC SP RPT: MOVE AGE 14--SP" ; +label variable ER63994 "HEHC SP RPT: MOVE AGE 15--SP" ; +label variable ER63995 "HEHC SP RPT: MOVE AGE 16--SP" ; +label variable ER63996 "HEHC SP RPT: SCHOOL B4 AGE 1--SP" ; +label variable ER63997 "HEHC SP RPT: SCHOOL AGE 1--SP" ; +label variable ER63998 "HEHC SP RPT: SCHOOL AGE 2--SP" ; +label variable ER63999 "HEHC SP RPT: SCHOOL AGE 3--SP" ; +label variable ER64000 "HEHC SP RPT: SCHOOL AGE 4--SP" ; +label variable ER64001 "HEHC SP RPT: SCHOOL AGE 5--SP" ; +label variable ER64002 "HEHC SP RPT: SCHOOL AGE 6--SP" ; +label variable ER64003 "HEHC SP RPT: SCHOOL AGE 7--SP" ; +label variable ER64004 "HEHC SP RPT: SCHOOL AGE 8--SP" ; +label variable ER64005 "HEHC SP RPT: SCHOOL AGE 9--SP" ; +label variable ER64006 "HEHC SP RPT: SCHOOL AGE 10--SP" ; +label variable ER64007 "HEHC SP RPT: SCHOOL AGE 11--SP" ; +label variable ER64008 "HEHC SP RPT: SCHOOL AGE 12--SP" ; +label variable ER64009 "HEHC SP RPT: SCHOOL AGE 13--SP" ; +label variable ER64010 "HEHC SP RPT: SCHOOL AGE 14--SP" ; +label variable ER64011 "HEHC SP RPT: SCHOOL AGE 15--SP" ; +label variable ER64012 "HEHC SP RPT: SCHOOL AGE 16--SP" ; +label variable ER64013 "HEHC SP RPT: ASTHMA B4 AGE 1--SP" ; +label variable ER64014 "HEHC SP RPT: ASTHMA AGE 1--SP" ; +label variable ER64015 "HEHC SP RPT: ASTHMA AGE 2--SP" ; +label variable ER64016 "HEHC SP RPT: ASTHMA AGE 3--SP" ; +label variable ER64017 "HEHC SP RPT: ASTHMA AGE 4--SP" ; +label variable ER64018 "HEHC SP RPT: ASTHMA AGE 5--SP" ; +label variable ER64019 "HEHC SP RPT: ASTHMA AGE 6--SP" ; +label variable ER64020 "HEHC SP RPT: ASTHMA AGE 7--SP" ; +label variable ER64021 "HEHC SP RPT: ASTHMA AGE 8--SP" ; +label variable ER64022 "HEHC SP RPT: ASTHMA AGE 9--SP" ; +label variable ER64023 "HEHC SP RPT: ASTHMA AGE 10--SP" ; +label variable ER64024 "HEHC SP RPT: ASTHMA AGE 11--SP" ; +label variable ER64025 "HEHC SP RPT: ASTHMA AGE 12--SP" ; +label variable ER64026 "HEHC SP RPT: ASTHMA AGE 13--SP" ; +label variable ER64027 "HEHC SP RPT: ASTHMA AGE 14--SP" ; +label variable ER64028 "HEHC SP RPT: ASTHMA AGE 15--SP" ; +label variable ER64029 "HEHC SP RPT: ASTHMA AGE 16--SP" ; +label variable ER64030 "HEHC SP RPT: ASTHMA AGE 17+--SP" ; +label variable ER64031 "HEHC SP RPT: AGE END ASTHMA--SP" ; +label variable ER64032 "HEHC SP RPT: DIABETES B4 AGE 1--SP" ; +label variable ER64033 "HEHC SP RPT: DIABETES AGE 1--SP" ; +label variable ER64034 "HEHC SP RPT: DIABETES AGE 2--SP" ; +label variable ER64035 "HEHC SP RPT: DIABETES AGE 3--SP" ; +label variable ER64036 "HEHC SP RPT: DIABETES AGE 4--SP" ; +label variable ER64037 "HEHC SP RPT: DIABETES AGE 5--SP" ; +label variable ER64038 "HEHC SP RPT: DIABETES AGE 6--SP" ; +label variable ER64039 "HEHC SP RPT: DIABETES AGE 7--SP" ; +label variable ER64040 "HEHC SP RPT: DIABETES AGE 8--SP" ; +label variable ER64041 "HEHC SP RPT: DIABETES AGE 9--SP" ; +label variable ER64042 "HEHC SP RPT: DIABETES AGE 10--SP" ; +label variable ER64043 "HEHC SP RPT: DIABETES AGE 11--SP" ; +label variable ER64044 "HEHC SP RPT: DIABETES AGE 12--SP" ; +label variable ER64045 "HEHC SP RPT: DIABETES AGE 13--SP" ; +label variable ER64046 "HEHC SP RPT: DIABETES AGE 14--SP" ; +label variable ER64047 "HEHC SP RPT: DIABETES AGE 15--SP" ; +label variable ER64048 "HEHC SP RPT: DIABETES AGE 16--SP" ; +label variable ER64049 "HEHC SP RPT: DIABETES AGE 17+--SP" ; +label variable ER64050 "HEHC SP RPT: AGE END DIABETES--SP" ; +label variable ER64051 "HEHC SP RPT: RESP DIS B4 AGE 1--SP" ; +label variable ER64052 "HEHC SP RPT: RESP DIS AGE 1--SP" ; +label variable ER64053 "HEHC SP RPT: RESP DIS AGE 2--SP" ; +label variable ER64054 "HEHC SP RPT: RESP DIS AGE 3--SP" ; +label variable ER64055 "HEHC SP RPT: RESP DIS AGE 4--SP" ; +label variable ER64056 "HEHC SP RPT: RESP DIS AGE 5--SP" ; +label variable ER64057 "HEHC SP RPT: RESP DIS AGE 6--SP" ; +label variable ER64058 "HEHC SP RPT: RESP DIS AGE 7--SP" ; +label variable ER64059 "HEHC SP RPT: RESP DIS AGE 8--SP" ; +label variable ER64060 "HEHC SP RPT: RESP DIS AGE 9--SP" ; +label variable ER64061 "HEHC SP RPT: RESP DIS AGE 10--SP" ; +label variable ER64062 "HEHC SP RPT: RESP DIS AGE 11--SP" ; +label variable ER64063 "HEHC SP RPT: RESP DIS AGE 12--SP" ; +label variable ER64064 "HEHC SP RPT: RESP DIS AGE 13--SP" ; +label variable ER64065 "HEHC SP RPT: RESP DIS AGE 14--SP" ; +label variable ER64066 "HEHC SP RPT: RESP DIS AGE 15--SP" ; +label variable ER64067 "HEHC SP RPT: RESP DIS AGE 16--SP" ; +label variable ER64068 "HEHC SP RPT: RESP DIS AGE 17+--SP" ; +label variable ER64069 "HEHC SP RPT: AGE END RESP DIS--SP" ; +label variable ER64070 "HEHC SP RPT: SPCH IMPAIR B4 AGE 1--SP" ; +label variable ER64071 "HEHC SP RPT: SPCH IMPAIR AGE 1--SP" ; +label variable ER64072 "HEHC SP RPT: SPCH IMPAIR AGE 2--SP" ; +label variable ER64073 "HEHC SP RPT: SPCH IMPAIR AGE 3--SP" ; +label variable ER64074 "HEHC SP RPT: SPCH IMPAIR AGE 4--SP" ; +label variable ER64075 "HEHC SP RPT: SPCH IMPAIR AGE 5--SP" ; +label variable ER64076 "HEHC SP RPT: SPCH IMPAIR AGE 6--SP" ; +label variable ER64077 "HEHC SP RPT: SPCH IMPAIR AGE 7--SP" ; +label variable ER64078 "HEHC SP RPT: SPCH IMPAIR AGE 8--SP" ; +label variable ER64079 "HEHC SP RPT: SPCH IMPAIR AGE 9--SP" ; +label variable ER64080 "HEHC SP RPT: SPCH IMPAIR AGE 10--SP" ; +label variable ER64081 "HEHC SP RPT: SPCH IMPAIR AGE 11--SP" ; +label variable ER64082 "HEHC SP RPT: SPCH IMPAIR AGE 12--SP" ; +label variable ER64083 "HEHC SP RPT: SPCH IMPAIR AGE 13--SP" ; +label variable ER64084 "HEHC SP RPT: SPCH IMPAIR AGE 14--SP" ; +label variable ER64085 "HEHC SP RPT: SPCH IMPAIR AGE 15--SP" ; +label variable ER64086 "HEHC SP RPT: SPCH IMPAIR AGE 16--SP" ; +label variable ER64087 "HEHC SP RPT: SPCH IMPAIR AGE 17+--SP" ; +label variable ER64088 "HEHC SP RPT: AGE END SPCH IMPAIR--SP" ; +label variable ER64089 "HEHC SP RPT: ALLERGY B4 AGE 1--SP" ; +label variable ER64090 "HEHC SP RPT: ALLERGY AGE 1--SP" ; +label variable ER64091 "HEHC SP RPT: ALLERGY AGE 2--SP" ; +label variable ER64092 "HEHC SP RPT: ALLERGY AGE 3--SP" ; +label variable ER64093 "HEHC SP RPT: ALLERGY AGE 4--SP" ; +label variable ER64094 "HEHC SP RPT: ALLERGY AGE 5--SP" ; +label variable ER64095 "HEHC SP RPT: ALLERGY AGE 6--SP" ; +label variable ER64096 "HEHC SP RPT: ALLERGY AGE 7--SP" ; +label variable ER64097 "HEHC SP RPT: ALLERGY AGE 8--SP" ; +label variable ER64098 "HEHC SP RPT: ALLERGY AGE 9--SP" ; +label variable ER64099 "HEHC SP RPT: ALLERGY AGE 10--SP" ; +label variable ER64100 "HEHC SP RPT: ALLERGY AGE 11--SP" ; +label variable ER64101 "HEHC SP RPT: ALLERGY AGE 12--SP" ; +label variable ER64102 "HEHC SP RPT: ALLERGY AGE 13--SP" ; +label variable ER64103 "HEHC SP RPT: ALLERGY AGE 14--SP" ; +label variable ER64104 "HEHC SP RPT: ALLERGY AGE 15--SP" ; +label variable ER64105 "HEHC SP RPT: ALLERGY AGE 16--SP" ; +label variable ER64106 "HEHC SP RPT: ALLERGY AGE 17+--SP" ; +label variable ER64107 "HEHC SP RPT: AGE END ALLERGY--SP" ; +label variable ER64108 "HEHC SP RPT: HEART TRBL B4 AGE 1--SP" ; +label variable ER64109 "HEHC SP RPT: HEART TRBL AGE 1--SP" ; +label variable ER64110 "HEHC SP RPT: HEART TRBL AGE 2--SP" ; +label variable ER64111 "HEHC SP RPT: HEART TRBL AGE 3--SP" ; +label variable ER64112 "HEHC SP RPT: HEART TRBL AGE 4--SP" ; +label variable ER64113 "HEHC SP RPT: HEART TRBL AGE 5--SP" ; +label variable ER64114 "HEHC SP RPT: HEART TRBL AGE 6--SP" ; +label variable ER64115 "HEHC SP RPT: HEART TRBL AGE 7--SP" ; +label variable ER64116 "HEHC SP RPT: HEART TRBL AGE 8--SP" ; +label variable ER64117 "HEHC SP RPT: HEART TRBL AGE 9--SP" ; +label variable ER64118 "HEHC SP RPT: HEART TRBL AGE 10--SP" ; +label variable ER64119 "HEHC SP RPT: HEART TRBL AGE 11--SP" ; +label variable ER64120 "HEHC SP RPT: HEART TRBL AGE 12--SP" ; +label variable ER64121 "HEHC SP RPT: HEART TRBL AGE 13--SP" ; +label variable ER64122 "HEHC SP RPT: HEART TRBL AGE 14--SP" ; +label variable ER64123 "HEHC SP RPT: HEART TRBL AGE 15--SP" ; +label variable ER64124 "HEHC SP RPT: HEART TRBL AGE 16--SP" ; +label variable ER64125 "HEHC SP RPT: HEART TRBL AGE 17+--SP" ; +label variable ER64126 "HEHC SP RPT: AGE END HEART TRBL--SP" ; +label variable ER64127 "HEHC SP RPT: EAR PROBS B4 AGE 1--SP" ; +label variable ER64128 "HEHC SP RPT: EAR PROBS AGE 1--SP" ; +label variable ER64129 "HEHC SP RPT: EAR PROBS AGE 2--SP" ; +label variable ER64130 "HEHC SP RPT: EAR PROBS AGE 3--SP" ; +label variable ER64131 "HEHC SP RPT: EAR PROBS AGE 4--SP" ; +label variable ER64132 "HEHC SP RPT: EAR PROBS AGE 5--SP" ; +label variable ER64133 "HEHC SP RPT: EAR PROBS AGE 6--SP" ; +label variable ER64134 "HEHC SP RPT: EAR PROBS AGE 7--SP" ; +label variable ER64135 "HEHC SP RPT: EAR PROBS AGE 8--SP" ; +label variable ER64136 "HEHC SP RPT: EAR PROBS AGE 9--SP" ; +label variable ER64137 "HEHC SP RPT: EAR PROBS AGE 10--SP" ; +label variable ER64138 "HEHC SP RPT: EAR PROBS AGE 11--SP" ; +label variable ER64139 "HEHC SP RPT: EAR PROBS AGE 12--SP" ; +label variable ER64140 "HEHC SP RPT: EAR PROBS AGE 13--SP" ; +label variable ER64141 "HEHC SP RPT: EAR PROBS AGE 14--SP" ; +label variable ER64142 "HEHC SP RPT: EAR PROBS AGE 15--SP" ; +label variable ER64143 "HEHC SP RPT: EAR PROBS AGE 16--SP" ; +label variable ER64144 "HEHC SP RPT: EAR PROBS AGE 17+--SP" ; +label variable ER64145 "HEHC SP RPT: AGE END EAR PROBS--SP" ; +label variable ER64146 "HEHC SP RPT: EPILEPSY B4 AGE 1--SP" ; +label variable ER64147 "HEHC SP RPT: EPILEPSY AGE 1--SP" ; +label variable ER64148 "HEHC SP RPT: EPILEPSY AGE 2--SP" ; +label variable ER64149 "HEHC SP RPT: EPILEPSY AGE 3--SP" ; +label variable ER64150 "HEHC SP RPT: EPILEPSY AGE 4--SP" ; +label variable ER64151 "HEHC SP RPT: EPILEPSY AGE 5--SP" ; +label variable ER64152 "HEHC SP RPT: EPILEPSY AGE 6--SP" ; +label variable ER64153 "HEHC SP RPT: EPILEPSY AGE 7--SP" ; +label variable ER64154 "HEHC SP RPT: EPILEPSY AGE 8--SP" ; +label variable ER64155 "HEHC SP RPT: EPILEPSY AGE 9--SP" ; +label variable ER64156 "HEHC SP RPT: EPILEPSY AGE 10--SP" ; +label variable ER64157 "HEHC SP RPT: EPILEPSY AGE 11--SP" ; +label variable ER64158 "HEHC SP RPT: EPILEPSY AGE 12--SP" ; +label variable ER64159 "HEHC SP RPT: EPILEPSY AGE 13--SP" ; +label variable ER64160 "HEHC SP RPT: EPILEPSY AGE 14--SP" ; +label variable ER64161 "HEHC SP RPT: EPILEPSY AGE 15--SP" ; +label variable ER64162 "HEHC SP RPT: EPILEPSY AGE 16--SP" ; +label variable ER64163 "HEHC SP RPT: EPILEPSY AGE 17+--SP" ; +label variable ER64164 "HEHC SP RPT: AGE END EPILEPSY--SP" ; +label variable ER64165 "HEHC SP RPT: HEADACHE B4 AGE 1--SP" ; +label variable ER64166 "HEHC SP RPT: HEADACHE AGE 1--SP" ; +label variable ER64167 "HEHC SP RPT: HEADACHE AGE 2--SP" ; +label variable ER64168 "HEHC SP RPT: HEADACHE AGE 3--SP" ; +label variable ER64169 "HEHC SP RPT: HEADACHE AGE 4--SP" ; +label variable ER64170 "HEHC SP RPT: HEADACHE AGE 5--SP" ; +label variable ER64171 "HEHC SP RPT: HEADACHE AGE 6--SP" ; +label variable ER64172 "HEHC SP RPT: HEADACHE AGE 7--SP" ; +label variable ER64173 "HEHC SP RPT: HEADACHE AGE 8--SP" ; +label variable ER64174 "HEHC SP RPT: HEADACHE AGE 9--SP" ; +label variable ER64175 "HEHC SP RPT: HEADACHE AGE 10--SP" ; +label variable ER64176 "HEHC SP RPT: HEADACHE AGE 11--SP" ; +label variable ER64177 "HEHC SP RPT: HEADACHE AGE 12--SP" ; +label variable ER64178 "HEHC SP RPT: HEADACHE AGE 13--SP" ; +label variable ER64179 "HEHC SP RPT: HEADACHE AGE 14--SP" ; +label variable ER64180 "HEHC SP RPT: HEADACHE AGE 15--SP" ; +label variable ER64181 "HEHC SP RPT: HEADACHE AGE 16--SP" ; +label variable ER64182 "HEHC SP RPT: HEADACHE AGE 17+--SP" ; +label variable ER64183 "HEHC SP RPT: AGE END HEADACHE--SP" ; +label variable ER64184 "HEHC SP RPT: STOM PROB B4 AGE 1--SP" ; +label variable ER64185 "HEHC SP RPT: STOM PROB AGE 1--SP" ; +label variable ER64186 "HEHC SP RPT: STOM PROB AGE 2--SP" ; +label variable ER64187 "HEHC SP RPT: STOM PROB AGE 3--SP" ; +label variable ER64188 "HEHC SP RPT: STOM PROB AGE 4--SP" ; +label variable ER64189 "HEHC SP RPT: STOM PROB AGE 5--SP" ; +label variable ER64190 "HEHC SP RPT: STOM PROB AGE 6--SP" ; +label variable ER64191 "HEHC SP RPT: STOM PROB AGE 7--SP" ; +label variable ER64192 "HEHC SP RPT: STOM PROB AGE 8--SP" ; +label variable ER64193 "HEHC SP RPT: STOM PROB AGE 9--SP" ; +label variable ER64194 "HEHC SP RPT: STOM PROB AGE 10--SP" ; +label variable ER64195 "HEHC SP RPT: STOM PROB AGE 11--SP" ; +label variable ER64196 "HEHC SP RPT: STOM PROB AGE 12--SP" ; +label variable ER64197 "HEHC SP RPT: STOM PROB AGE 13--SP" ; +label variable ER64198 "HEHC SP RPT: STOM PROB AGE 14--SP" ; +label variable ER64199 "HEHC SP RPT: STOM PROB AGE 15--SP" ; +label variable ER64200 "HEHC SP RPT: STOM PROB AGE 16--SP" ; +label variable ER64201 "HEHC SP RPT: STOM PROB AGE 17+--SP" ; +label variable ER64202 "HEHC SP RPT: AGE END STOM PROB--SP" ; +label variable ER64203 "HEHC SP RPT: HGH BLOOD PR B4 AGE 1--SP" ; +label variable ER64204 "HEHC SP RPT: HGH BLOOD PR AGE 1--SP" ; +label variable ER64205 "HEHC SP RPT: HGH BLOOD PR AGE 2--SP" ; +label variable ER64206 "HEHC SP RPT: HGH BLOOD PR AGE 3--SP" ; +label variable ER64207 "HEHC SP RPT: HGH BLOOD PR AGE 4--SP" ; +label variable ER64208 "HEHC SP RPT: HGH BLOOD PR AGE 5--SP" ; +label variable ER64209 "HEHC SP RPT: HGH BLOOD PR AGE 6--SP" ; +label variable ER64210 "HEHC SP RPT: HGH BLOOD PR AGE 7--SP" ; +label variable ER64211 "HEHC SP RPT: HGH BLOOD PR AGE 8--SP" ; +label variable ER64212 "HEHC SP RPT: HGH BLOOD PR AGE 9--SP" ; +label variable ER64213 "HEHC SP RPT: HGH BLOOD PR AGE 10--SP" ; +label variable ER64214 "HEHC SP RPT: HGH BLOOD PR AGE 11--SP" ; +label variable ER64215 "HEHC SP RPT: HGH BLOOD PR AGE 12--SP" ; +label variable ER64216 "HEHC SP RPT: HGH BLOOD PR AGE 13--SP" ; +label variable ER64217 "HEHC SP RPT: HGH BLOOD PR AGE 14--SP" ; +label variable ER64218 "HEHC SP RPT: HGH BLOOD PR AGE 15--SP" ; +label variable ER64219 "HEHC SP RPT: HGH BLOOD PR AGE 16--SP" ; +label variable ER64220 "HEHC SP RPT: HGH BLOOD PR AGE 17+--SP" ; +label variable ER64221 "HEHC SP RPT: AGE END HGH BLOOD PR--SP" ; +label variable ER64222 "HEHC SP RPT: DEPRESSION B4 AGE 1--SP" ; +label variable ER64223 "HEHC SP RPT: DEPRESSION AGE 1--SP" ; +label variable ER64224 "HEHC SP RPT: DEPRESSION AGE 2--SP" ; +label variable ER64225 "HEHC SP RPT: DEPRESSION AGE 3--SP" ; +label variable ER64226 "HEHC SP RPT: DEPRESSION AGE 4--SP" ; +label variable ER64227 "HEHC SP RPT: DEPRESSION AGE 5--SP" ; +label variable ER64228 "HEHC SP RPT: DEPRESSION AGE 6--SP" ; +label variable ER64229 "HEHC SP RPT: DEPRESSION AGE 7--SP" ; +label variable ER64230 "HEHC SP RPT: DEPRESSION AGE 8--SP" ; +label variable ER64231 "HEHC SP RPT: DEPRESSION AGE 9--SP" ; +label variable ER64232 "HEHC SP RPT: DEPRESSION AGE 10--SP" ; +label variable ER64233 "HEHC SP RPT: DEPRESSION AGE 11--SP" ; +label variable ER64234 "HEHC SP RPT: DEPRESSION AGE 12--SP" ; +label variable ER64235 "HEHC SP RPT: DEPRESSION AGE 13--SP" ; +label variable ER64236 "HEHC SP RPT: DEPRESSION AGE 14--SP" ; +label variable ER64237 "HEHC SP RPT: DEPRESSION AGE 15--SP" ; +label variable ER64238 "HEHC SP RPT: DEPRESSION AGE 16--SP" ; +label variable ER64239 "HEHC SP RPT: DEPRESSION AGE 17+--SP" ; +label variable ER64240 "HEHC SP RPT: AGE END DEPRESSION--SP" ; +label variable ER64241 "HEHC SP RPT: DRUG/AL PROB B4 AGE 1--SP" ; +label variable ER64242 "HEHC SP RPT: DRUG/AL PROB AGE 1--SP" ; +label variable ER64243 "HEHC SP RPT: DRUG/AL PROB AGE 2--SP" ; +label variable ER64244 "HEHC SP RPT: DRUG/AL PROB AGE 3--SP" ; +label variable ER64245 "HEHC SP RPT: DRUG/AL PROB AGE 4--SP" ; +label variable ER64246 "HEHC SP RPT: DRUG/AL PROB AGE 5--SP" ; +label variable ER64247 "HEHC SP RPT: DRUG/AL PROB AGE 6--SP" ; +label variable ER64248 "HEHC SP RPT: DRUG/AL PROB AGE 7--SP" ; +label variable ER64249 "HEHC SP RPT: DRUG/AL PROB AGE 8--SP" ; +label variable ER64250 "HEHC SP RPT: DRUG/AL PROB AGE 9--SP" ; +label variable ER64251 "HEHC SP RPT: DRUG/AL PROB AGE 10--SP" ; +label variable ER64252 "HEHC SP RPT: DRUG/AL PROB AGE 11--SP" ; +label variable ER64253 "HEHC SP RPT: DRUG/AL PROB AGE 12--SP" ; +label variable ER64254 "HEHC SP RPT: DRUG/AL PROB AGE 13--SP" ; +label variable ER64255 "HEHC SP RPT: DRUG/AL PROB AGE 14--SP" ; +label variable ER64256 "HEHC SP RPT: DRUG/AL PROB AGE 15--SP" ; +label variable ER64257 "HEHC SP RPT: DRUG/AL PROB AGE 16--SP" ; +label variable ER64258 "HEHC SP RPT: DRUG/AL PROB AGE 17+--SP" ; +label variable ER64259 "HEHC SP RPT: AGE END DRUG/AL PROB--SP" ; +label variable ER64260 "HEHC SP RPT: OTR PSYCH PROB B4 AGE 1--SP" ; +label variable ER64261 "HEHC SP RPT: OTR PSYCH PROB AGE 1--SP" ; +label variable ER64262 "HEHC SP RPT: OTR PSYCH PROB AGE 2--SP" ; +label variable ER64263 "HEHC SP RPT: OTR PSYCH PROB AGE 3--SP" ; +label variable ER64264 "HEHC SP RPT: OTR PSYCH PROB AGE 4--SP" ; +label variable ER64265 "HEHC SP RPT: OTR PSYCH PROB AGE 5--SP" ; +label variable ER64266 "HEHC SP RPT: OTR PSYCH PROB AGE 6--SP" ; +label variable ER64267 "HEHC SP RPT: OTR PSYCH PROB AGE 7--SP" ; +label variable ER64268 "HEHC SP RPT: OTR PSYCH PROB AGE 8--SP" ; +label variable ER64269 "HEHC SP RPT: OTR PSYCH PROB AGE 9--SP" ; +label variable ER64270 "HEHC SP RPT: OTR PSYCH PROB AGE 10--SP" ; +label variable ER64271 "HEHC SP RPT: OTR PSYCH PROB AGE 11--SP" ; +label variable ER64272 "HEHC SP RPT: OTR PSYCH PROB AGE 12--SP" ; +label variable ER64273 "HEHC SP RPT: OTR PSYCH PROB AGE 13--SP" ; +label variable ER64274 "HEHC SP RPT: OTR PSYCH PROB AGE 14--SP" ; +label variable ER64275 "HEHC SP RPT: OTR PSYCH PROB AGE 15--SP" ; +label variable ER64276 "HEHC SP RPT: OTR PSYCH PROB AGE 16--SP" ; +label variable ER64277 "HEHC SP RPT: OTR PSYCH PROB AGE 17+--SP" ; +label variable ER64278 "HEHC SP RPT: AGE END OTR PSYCH PROB--SP" ; +label variable ER64279 "HEHC OTR RPT: YEAR 1ST REPORT--SP" ; +label variable ER64280 "HEHC OTR RPT: PAR SEP B4 AGE 1--SP" ; +label variable ER64281 "HEHC OTR RPT: PAR SEP AGE 1--SP" ; +label variable ER64282 "HEHC OTR RPT: PAR SEP AGE 2--SP" ; +label variable ER64283 "HEHC OTR RPT: PAR SEP AGE 3--SP" ; +label variable ER64284 "HEHC OTR RPT: PAR SEP AGE 4--SP" ; +label variable ER64285 "HEHC OTR RPT: PAR SEP AGE 5--SP" ; +label variable ER64286 "HEHC OTR RPT: PAR SEP AGE 6--SP" ; +label variable ER64287 "HEHC OTR RPT: PAR SEP AGE 7--SP" ; +label variable ER64288 "HEHC OTR RPT: PAR SEP AGE 8--SP" ; +label variable ER64289 "HEHC OTR RPT: PAR SEP AGE 9--SP" ; +label variable ER64290 "HEHC OTR RPT: PAR SEP AGE 10--SP" ; +label variable ER64291 "HEHC OTR RPT: PAR SEP AGE 11--SP" ; +label variable ER64292 "HEHC OTR RPT: PAR SEP AGE 12--SP" ; +label variable ER64293 "HEHC OTR RPT: PAR SEP AGE 13--SP" ; +label variable ER64294 "HEHC OTR RPT: PAR SEP AGE 14--SP" ; +label variable ER64295 "HEHC OTR RPT: PAR SEP AGE 15--SP" ; +label variable ER64296 "HEHC OTR RPT: PAR SEP AGE 16--SP" ; +label variable ER64297 "HEHC OTR RPT: MOVE B4 AGE 1--SP" ; +label variable ER64298 "HEHC OTR RPT: MOVE AGE 1--SP" ; +label variable ER64299 "HEHC OTR RPT: MOVE AGE 2--SP" ; +label variable ER64300 "HEHC OTR RPT: MOVE AGE 3--SP" ; +label variable ER64301 "HEHC OTR RPT: MOVE AGE 4--SP" ; +label variable ER64302 "HEHC OTR RPT: MOVE AGE 5--SP" ; +label variable ER64303 "HEHC OTR RPT: MOVE AGE 6--SP" ; +label variable ER64304 "HEHC OTR RPT: MOVE AGE 7--SP" ; +label variable ER64305 "HEHC OTR RPT: MOVE AGE 8--SP" ; +label variable ER64306 "HEHC OTR RPT: MOVE AGE 9--SP" ; +label variable ER64307 "HEHC OTR RPT: MOVE AGE 10--SP" ; +label variable ER64308 "HEHC OTR RPT: MOVE AGE 11--SP" ; +label variable ER64309 "HEHC OTR RPT: MOVE AGE 12--SP" ; +label variable ER64310 "HEHC OTR RPT: MOVE AGE 13--SP" ; +label variable ER64311 "HEHC OTR RPT: MOVE AGE 14--SP" ; +label variable ER64312 "HEHC OTR RPT: MOVE AGE 15--SP" ; +label variable ER64313 "HEHC OTR RPT: MOVE AGE 16--SP" ; +label variable ER64314 "HEHC OTR RPT: SCHOOL B4 AGE 1--SP" ; +label variable ER64315 "HEHC OTR RPT: SCHOOL AGE 1--SP" ; +label variable ER64316 "HEHC OTR RPT: SCHOOL AGE 2--SP" ; +label variable ER64317 "HEHC OTR RPT: SCHOOL AGE 3--SP" ; +label variable ER64318 "HEHC OTR RPT: SCHOOL AGE 4--SP" ; +label variable ER64319 "HEHC OTR RPT: SCHOOL AGE 5--SP" ; +label variable ER64320 "HEHC OTR RPT: SCHOOL AGE 6--SP" ; +label variable ER64321 "HEHC OTR RPT: SCHOOL AGE 7--SP" ; +label variable ER64322 "HEHC OTR RPT: SCHOOL AGE 8--SP" ; +label variable ER64323 "HEHC OTR RPT: SCHOOL AGE 9--SP" ; +label variable ER64324 "HEHC OTR RPT: SCHOOL AGE 10--SP" ; +label variable ER64325 "HEHC OTR RPT: SCHOOL AGE 11--SP" ; +label variable ER64326 "HEHC OTR RPT: SCHOOL AGE 12--SP" ; +label variable ER64327 "HEHC OTR RPT: SCHOOL AGE 13--SP" ; +label variable ER64328 "HEHC OTR RPT: SCHOOL AGE 14--SP" ; +label variable ER64329 "HEHC OTR RPT: SCHOOL AGE 15--SP" ; +label variable ER64330 "HEHC OTR RPT: SCHOOL AGE 16--SP" ; +label variable ER64331 "HEHC OTR RPT: ASTHMA B4 AGE 1--SP" ; +label variable ER64332 "HEHC OTR RPT: ASTHMA AGE 1--SP" ; +label variable ER64333 "HEHC OTR RPT: ASTHMA AGE 2--SP" ; +label variable ER64334 "HEHC OTR RPT: ASTHMA AGE 3--SP" ; +label variable ER64335 "HEHC OTR RPT: ASTHMA AGE 4--SP" ; +label variable ER64336 "HEHC OTR RPT: ASTHMA AGE 5--SP" ; +label variable ER64337 "HEHC OTR RPT: ASTHMA AGE 6--SP" ; +label variable ER64338 "HEHC OTR RPT: ASTHMA AGE 7--SP" ; +label variable ER64339 "HEHC OTR RPT: ASTHMA AGE 8--SP" ; +label variable ER64340 "HEHC OTR RPT: ASTHMA AGE 9--SP" ; +label variable ER64341 "HEHC OTR RPT: ASTHMA AGE 10--SP" ; +label variable ER64342 "HEHC OTR RPT: ASTHMA AGE 11--SP" ; +label variable ER64343 "HEHC OTR RPT: ASTHMA AGE 12--SP" ; +label variable ER64344 "HEHC OTR RPT: ASTHMA AGE 13--SP" ; +label variable ER64345 "HEHC OTR RPT: ASTHMA AGE 14--SP" ; +label variable ER64346 "HEHC OTR RPT: ASTHMA AGE 15--SP" ; +label variable ER64347 "HEHC OTR RPT: ASTHMA AGE 16--SP" ; +label variable ER64348 "HEHC OTR RPT: ASTHMA AGE 17+--SP" ; +label variable ER64349 "HEHC OTR RPT: AGE END ASTHMA--SP" ; +label variable ER64350 "HEHC OTR RPT: DIABETES B4 AGE 1--SP" ; +label variable ER64351 "HEHC OTR RPT: DIABETES AGE 1--SP" ; +label variable ER64352 "HEHC OTR RPT: DIABETES AGE 2--SP" ; +label variable ER64353 "HEHC OTR RPT: DIABETES AGE 3--SP" ; +label variable ER64354 "HEHC OTR RPT: DIABETES AGE 4--SP" ; +label variable ER64355 "HEHC OTR RPT: DIABETES AGE 5--SP" ; +label variable ER64356 "HEHC OTR RPT: DIABETES AGE 6--SP" ; +label variable ER64357 "HEHC OTR RPT: DIABETES AGE 7--SP" ; +label variable ER64358 "HEHC OTR RPT: DIABETES AGE 8--SP" ; +label variable ER64359 "HEHC OTR RPT: DIABETES AGE 9--SP" ; +label variable ER64360 "HEHC OTR RPT: DIABETES AGE 10--SP" ; +label variable ER64361 "HEHC OTR RPT: DIABETES AGE 11--SP" ; +label variable ER64362 "HEHC OTR RPT: DIABETES AGE 12--SP" ; +label variable ER64363 "HEHC OTR RPT: DIABETES AGE 13--SP" ; +label variable ER64364 "HEHC OTR RPT: DIABETES AGE 14--SP" ; +label variable ER64365 "HEHC OTR RPT: DIABETES AGE 15--SP" ; +label variable ER64366 "HEHC OTR RPT: DIABETES AGE 16--SP" ; +label variable ER64367 "HEHC OTR RPT: DIABETES AGE 17+--SP" ; +label variable ER64368 "HEHC OTR RPT: AGE END DIABETES--SP" ; +label variable ER64369 "HEHC OTR RPT: RESP DIS B4 AGE 1--SP" ; +label variable ER64370 "HEHC OTR RPT: RESP DIS AGE 1--SP" ; +label variable ER64371 "HEHC OTR RPT: RESP DIS AGE 2--SP" ; +label variable ER64372 "HEHC OTR RPT: RESP DIS AGE 3--SP" ; +label variable ER64373 "HEHC OTR RPT: RESP DIS AGE 4--SP" ; +label variable ER64374 "HEHC OTR RPT: RESP DIS AGE 5--SP" ; +label variable ER64375 "HEHC OTR RPT: RESP DIS AGE 6--SP" ; +label variable ER64376 "HEHC OTR RPT: RESP DIS AGE 7--SP" ; +label variable ER64377 "HEHC OTR RPT: RESP DIS AGE 8--SP" ; +label variable ER64378 "HEHC OTR RPT: RESP DIS AGE 9--SP" ; +label variable ER64379 "HEHC OTR RPT: RESP DIS AGE 10--SP" ; +label variable ER64380 "HEHC OTR RPT: RESP DIS AGE 11--SP" ; +label variable ER64381 "HEHC OTR RPT: RESP DIS AGE 12--SP" ; +label variable ER64382 "HEHC OTR RPT: RESP DIS AGE 13--SP" ; +label variable ER64383 "HEHC OTR RPT: RESP DIS AGE 14--SP" ; +label variable ER64384 "HEHC OTR RPT: RESP DIS AGE 15--SP" ; +label variable ER64385 "HEHC OTR RPT: RESP DIS AGE 16--SP" ; +label variable ER64386 "HEHC OTR RPT: RESP DIS AGE 17+--SP" ; +label variable ER64387 "HEHC OTR RPT: AGE END RESP DIS--SP" ; +label variable ER64388 "HEHC OTR RPT: SPCH IMPAIR B4 AGE 1--SP" ; +label variable ER64389 "HEHC OTR RPT: SPCH IMPAIR AGE 1--SP" ; +label variable ER64390 "HEHC OTR RPT: SPCH IMPAIR AGE 2--SP" ; +label variable ER64391 "HEHC OTR RPT: SPCH IMPAIR AGE 3--SP" ; +label variable ER64392 "HEHC OTR RPT: SPCH IMPAIR AGE 4--SP" ; +label variable ER64393 "HEHC OTR RPT: SPCH IMPAIR AGE 5--SP" ; +label variable ER64394 "HEHC OTR RPT: SPCH IMPAIR AGE 6--SP" ; +label variable ER64395 "HEHC OTR RPT: SPCH IMPAIR AGE 7--SP" ; +label variable ER64396 "HEHC OTR RPT: SPCH IMPAIR AGE 8--SP" ; +label variable ER64397 "HEHC OTR RPT: SPCH IMPAIR AGE 9--SP" ; +label variable ER64398 "HEHC OTR RPT: SPCH IMPAIR AGE 10--SP" ; +label variable ER64399 "HEHC OTR RPT: SPCH IMPAIR AGE 11--SP" ; +label variable ER64400 "HEHC OTR RPT: SPCH IMPAIR AGE 12--SP" ; +label variable ER64401 "HEHC OTR RPT: SPCH IMPAIR AGE 13--SP" ; +label variable ER64402 "HEHC OTR RPT: SPCH IMPAIR AGE 14--SP" ; +label variable ER64403 "HEHC OTR RPT: SPCH IMPAIR AGE 15--SP" ; +label variable ER64404 "HEHC OTR RPT: SPCH IMPAIR AGE 16--SP" ; +label variable ER64405 "HEHC OTR RPT: SPCH IMPAIR AGE 17+--SP" ; +label variable ER64406 "HEHC OTR RPT: AGE END SPCH IMPAIR--SP" ; +label variable ER64407 "HEHC OTR RPT: ALLERGY B4 AGE 1--SP" ; +label variable ER64408 "HEHC OTR RPT: ALLERGY AGE 1--SP" ; +label variable ER64409 "HEHC OTR RPT: ALLERGY AGE 2--SP" ; +label variable ER64410 "HEHC OTR RPT: ALLERGY AGE 3--SP" ; +label variable ER64411 "HEHC OTR RPT: ALLERGY AGE 4--SP" ; +label variable ER64412 "HEHC OTR RPT: ALLERGY AGE 5--SP" ; +label variable ER64413 "HEHC OTR RPT: ALLERGY AGE 6--SP" ; +label variable ER64414 "HEHC OTR RPT: ALLERGY AGE 7--SP" ; +label variable ER64415 "HEHC OTR RPT: ALLERGY AGE 8--SP" ; +label variable ER64416 "HEHC OTR RPT: ALLERGY AGE 9--SP" ; +label variable ER64417 "HEHC OTR RPT: ALLERGY AGE 10--SP" ; +label variable ER64418 "HEHC OTR RPT: ALLERGY AGE 11--SP" ; +label variable ER64419 "HEHC OTR RPT: ALLERGY AGE 12--SP" ; +label variable ER64420 "HEHC OTR RPT: ALLERGY AGE 13--SP" ; +label variable ER64421 "HEHC OTR RPT: ALLERGY AGE 14--SP" ; +label variable ER64422 "HEHC OTR RPT: ALLERGY AGE 15--SP" ; +label variable ER64423 "HEHC OTR RPT: ALLERGY AGE 16--SP" ; +label variable ER64424 "HEHC OTR RPT: ALLERGY AGE 17+--SP" ; +label variable ER64425 "HEHC OTR RPT: AGE END ALLERGY--SP" ; +label variable ER64426 "HEHC OTR RPT: HEART TRBL B4 AGE 1--SP" ; +label variable ER64427 "HEHC OTR RPT: HEART TRBL AGE 1--SP" ; +label variable ER64428 "HEHC OTR RPT: HEART TRBL AGE 2--SP" ; +label variable ER64429 "HEHC OTR RPT: HEART TRBL AGE 3--SP" ; +label variable ER64430 "HEHC OTR RPT: HEART TRBL AGE 4--SP" ; +label variable ER64431 "HEHC OTR RPT: HEART TRBL AGE 5--SP" ; +label variable ER64432 "HEHC OTR RPT: HEART TRBL AGE 6--SP" ; +label variable ER64433 "HEHC OTR RPT: HEART TRBL AGE 7--SP" ; +label variable ER64434 "HEHC OTR RPT: HEART TRBL AGE 8--SP" ; +label variable ER64435 "HEHC OTR RPT: HEART TRBL AGE 9--SP" ; +label variable ER64436 "HEHC OTR RPT: HEART TRBL AGE 10--SP" ; +label variable ER64437 "HEHC OTR RPT: HEART TRBL AGE 11--SP" ; +label variable ER64438 "HEHC OTR RPT: HEART TRBL AGE 12--SP" ; +label variable ER64439 "HEHC OTR RPT: HEART TRBL AGE 13--SP" ; +label variable ER64440 "HEHC OTR RPT: HEART TRBL AGE 14--SP" ; +label variable ER64441 "HEHC OTR RPT: HEART TRBL AGE 15--SP" ; +label variable ER64442 "HEHC OTR RPT: HEART TRBL AGE 16--SP" ; +label variable ER64443 "HEHC OTR RPT: HEART TRBL AGE 17+--SP" ; +label variable ER64444 "HEHC OTR RPT: AGE END HEART TRBL--SP" ; +label variable ER64445 "HEHC OTR RPT: EAR PROBS B4 AGE 1--SP" ; +label variable ER64446 "HEHC OTR RPT: EAR PROBS AGE 1--SP" ; +label variable ER64447 "HEHC OTR RPT: EAR PROBS AGE 2--SP" ; +label variable ER64448 "HEHC OTR RPT: EAR PROBS AGE 3--SP" ; +label variable ER64449 "HEHC OTR RPT: EAR PROBS AGE 4--SP" ; +label variable ER64450 "HEHC OTR RPT: EAR PROBS AGE 5--SP" ; +label variable ER64451 "HEHC OTR RPT: EAR PROBS AGE 6--SP" ; +label variable ER64452 "HEHC OTR RPT: EAR PROBS AGE 7--SP" ; +label variable ER64453 "HEHC OTR RPT: EAR PROBS AGE 8--SP" ; +label variable ER64454 "HEHC OTR RPT: EAR PROBS AGE 9--SP" ; +label variable ER64455 "HEHC OTR RPT: EAR PROBS AGE 10--SP" ; +label variable ER64456 "HEHC OTR RPT: EAR PROBS AGE 11--SP" ; +label variable ER64457 "HEHC OTR RPT: EAR PROBS AGE 12--SP" ; +label variable ER64458 "HEHC OTR RPT: EAR PROBS AGE 13--SP" ; +label variable ER64459 "HEHC OTR RPT: EAR PROBS AGE 14--SP" ; +label variable ER64460 "HEHC OTR RPT: EAR PROBS AGE 15--SP" ; +label variable ER64461 "HEHC OTR RPT: EAR PROBS AGE 16--SP" ; +label variable ER64462 "HEHC OTR RPT: EAR PROBS AGE 17+--SP" ; +label variable ER64463 "HEHC OTR RPT: AGE END EAR PROBS--SP" ; +label variable ER64464 "HEHC OTR RPT: EPILEPSY B4 AGE 1--SP" ; +label variable ER64465 "HEHC OTR RPT: EPILEPSY AGE 1--SP" ; +label variable ER64466 "HEHC OTR RPT: EPILEPSY AGE 2--SP" ; +label variable ER64467 "HEHC OTR RPT: EPILEPSY AGE 3--SP" ; +label variable ER64468 "HEHC OTR RPT: EPILEPSY AGE 4--SP" ; +label variable ER64469 "HEHC OTR RPT: EPILEPSY AGE 5--SP" ; +label variable ER64470 "HEHC OTR RPT: EPILEPSY AGE 6--SP" ; +label variable ER64471 "HEHC OTR RPT: EPILEPSY AGE 7--SP" ; +label variable ER64472 "HEHC OTR RPT: EPILEPSY AGE 8--SP" ; +label variable ER64473 "HEHC OTR RPT: EPILEPSY AGE 9--SP" ; +label variable ER64474 "HEHC OTR RPT: EPILEPSY AGE 10--SP" ; +label variable ER64475 "HEHC OTR RPT: EPILEPSY AGE 11--SP" ; +label variable ER64476 "HEHC OTR RPT: EPILEPSY AGE 12--SP" ; +label variable ER64477 "HEHC OTR RPT: EPILEPSY AGE 13--SP" ; +label variable ER64478 "HEHC OTR RPT: EPILEPSY AGE 14--SP" ; +label variable ER64479 "HEHC OTR RPT: EPILEPSY AGE 15--SP" ; +label variable ER64480 "HEHC OTR RPT: EPILEPSY AGE 16--SP" ; +label variable ER64481 "HEHC OTR RPT: EPILEPSY AGE 17+--SP" ; +label variable ER64482 "HEHC OTR RPT: AGE END EPILEPSY--SP" ; +label variable ER64483 "HEHC OTR RPT: HEADACHE B4 AGE 1--SP" ; +label variable ER64484 "HEHC OTR RPT: HEADACHE AGE 1--SP" ; +label variable ER64485 "HEHC OTR RPT: HEADACHE AGE 2--SP" ; +label variable ER64486 "HEHC OTR RPT: HEADACHE AGE 3--SP" ; +label variable ER64487 "HEHC OTR RPT: HEADACHE AGE 4--SP" ; +label variable ER64488 "HEHC OTR RPT: HEADACHE AGE 5--SP" ; +label variable ER64489 "HEHC OTR RPT: HEADACHE AGE 6--SP" ; +label variable ER64490 "HEHC OTR RPT: HEADACHE AGE 7--SP" ; +label variable ER64491 "HEHC OTR RPT: HEADACHE AGE 8--SP" ; +label variable ER64492 "HEHC OTR RPT: HEADACHE AGE 9--SP" ; +label variable ER64493 "HEHC OTR RPT: HEADACHE AGE 10--SP" ; +label variable ER64494 "HEHC OTR RPT: HEADACHE AGE 11--SP" ; +label variable ER64495 "HEHC OTR RPT: HEADACHE AGE 12--SP" ; +label variable ER64496 "HEHC OTR RPT: HEADACHE AGE 13--SP" ; +label variable ER64497 "HEHC OTR RPT: HEADACHE AGE 14--SP" ; +label variable ER64498 "HEHC OTR RPT: HEADACHE AGE 15--SP" ; +label variable ER64499 "HEHC OTR RPT: HEADACHE AGE 16--SP" ; +label variable ER64500 "HEHC OTR RPT: HEADACHE AGE 17+--SP" ; +label variable ER64501 "HEHC OTR RPT: AGE END HEADACHE--SP" ; +label variable ER64502 "HEHC OTR RPT: STOM PROB B4 AGE 1--SP" ; +label variable ER64503 "HEHC OTR RPT: STOM PROB AGE 1--SP" ; +label variable ER64504 "HEHC OTR RPT: STOM PROB AGE 2--SP" ; +label variable ER64505 "HEHC OTR RPT: STOM PROB AGE 3--SP" ; +label variable ER64506 "HEHC OTR RPT: STOM PROB AGE 4--SP" ; +label variable ER64507 "HEHC OTR RPT: STOM PROB AGE 5--SP" ; +label variable ER64508 "HEHC OTR RPT: STOM PROB AGE 6--SP" ; +label variable ER64509 "HEHC OTR RPT: STOM PROB AGE 7--SP" ; +label variable ER64510 "HEHC OTR RPT: STOM PROB AGE 8--SP" ; +label variable ER64511 "HEHC OTR RPT: STOM PROB AGE 9--SP" ; +label variable ER64512 "HEHC OTR RPT: STOM PROB AGE 10--SP" ; +label variable ER64513 "HEHC OTR RPT: STOM PROB AGE 11--SP" ; +label variable ER64514 "HEHC OTR RPT: STOM PROB AGE 12--SP" ; +label variable ER64515 "HEHC OTR RPT: STOM PROB AGE 13--SP" ; +label variable ER64516 "HEHC OTR RPT: STOM PROB AGE 14--SP" ; +label variable ER64517 "HEHC OTR RPT: STOM PROB AGE 15--SP" ; +label variable ER64518 "HEHC OTR RPT: STOM PROB AGE 16--SP" ; +label variable ER64519 "HEHC OTR RPT: STOM PROB AGE 17+--SP" ; +label variable ER64520 "HEHC OTR RPT: AGE END STOM PROB--SP" ; +label variable ER64521 "HEHC OTR RPT: HGH BLOOD PR B4 AGE 1--SP" ; +label variable ER64522 "HEHC OTR RPT: HGH BLOOD PR AGE 1--SP" ; +label variable ER64523 "HEHC OTR RPT: HGH BLOOD PR AGE 2--SP" ; +label variable ER64524 "HEHC OTR RPT: HGH BLOOD PR AGE 3--SP" ; +label variable ER64525 "HEHC OTR RPT: HGH BLOOD PR AGE 4--SP" ; +label variable ER64526 "HEHC OTR RPT: HGH BLOOD PR AGE 5--SP" ; +label variable ER64527 "HEHC OTR RPT: HGH BLOOD PR AGE 6--SP" ; +label variable ER64528 "HEHC OTR RPT: HGH BLOOD PR AGE 7--SP" ; +label variable ER64529 "HEHC OTR RPT: HGH BLOOD PR AGE 8--SP" ; +label variable ER64530 "HEHC OTR RPT: HGH BLOOD PR AGE 9--SP" ; +label variable ER64531 "HEHC OTR RPT: HGH BLOOD PR AGE 10--SP" ; +label variable ER64532 "HEHC OTR RPT: HGH BLOOD PR AGE 11--SP" ; +label variable ER64533 "HEHC OTR RPT: HGH BLOOD PR AGE 12--SP" ; +label variable ER64534 "HEHC OTR RPT: HGH BLOOD PR AGE 13--SP" ; +label variable ER64535 "HEHC OTR RPT: HGH BLOOD PR AGE 14--SP" ; +label variable ER64536 "HEHC OTR RPT: HGH BLOOD PR AGE 15--SP" ; +label variable ER64537 "HEHC OTR RPT: HGH BLOOD PR AGE 16--SP" ; +label variable ER64538 "HEHC OTR RPT: HGH BLOOD PR AGE 17+--SP" ; +label variable ER64539 "HEHC OTR RPT: AGE END HGH BLOOD PR--SP" ; +label variable ER64540 "HEHC OTR RPT: DEPRESSION B4 AGE 1--SP" ; +label variable ER64541 "HEHC OTR RPT: DEPRESSION AGE 1--SP" ; +label variable ER64542 "HEHC OTR RPT: DEPRESSION AGE 2--SP" ; +label variable ER64543 "HEHC OTR RPT: DEPRESSION AGE 3--SP" ; +label variable ER64544 "HEHC OTR RPT: DEPRESSION AGE 4--SP" ; +label variable ER64545 "HEHC OTR RPT: DEPRESSION AGE 5--SP" ; +label variable ER64546 "HEHC OTR RPT: DEPRESSION AGE 6--SP" ; +label variable ER64547 "HEHC OTR RPT: DEPRESSION AGE 7--SP" ; +label variable ER64548 "HEHC OTR RPT: DEPRESSION AGE 8--SP" ; +label variable ER64549 "HEHC OTR RPT: DEPRESSION AGE 9--SP" ; +label variable ER64550 "HEHC OTR RPT: DEPRESSION AGE 10--SP" ; +label variable ER64551 "HEHC OTR RPT: DEPRESSION AGE 11--SP" ; +label variable ER64552 "HEHC OTR RPT: DEPRESSION AGE 12--SP" ; +label variable ER64553 "HEHC OTR RPT: DEPRESSION AGE 13--SP" ; +label variable ER64554 "HEHC OTR RPT: DEPRESSION AGE 14--SP" ; +label variable ER64555 "HEHC OTR RPT: DEPRESSION AGE 15--SP" ; +label variable ER64556 "HEHC OTR RPT: DEPRESSION AGE 16--SP" ; +label variable ER64557 "HEHC OTR RPT: DEPRESSION AGE 17+--SP" ; +label variable ER64558 "HEHC OTR RPT: AGE END DEPRESSION--SP" ; +label variable ER64559 "HEHC OTR RPT: DRUG/AL PROB B4 AGE 1--SP" ; +label variable ER64560 "HEHC OTR RPT: DRUG/AL PROB AGE 1--SP" ; +label variable ER64561 "HEHC OTR RPT: DRUG/AL PROB AGE 2--SP" ; +label variable ER64562 "HEHC OTR RPT: DRUG/AL PROB AGE 3--SP" ; +label variable ER64563 "HEHC OTR RPT: DRUG/AL PROB AGE 4--SP" ; +label variable ER64564 "HEHC OTR RPT: DRUG/AL PROB AGE 5--SP" ; +label variable ER64565 "HEHC OTR RPT: DRUG/AL PROB AGE 6--SP" ; +label variable ER64566 "HEHC OTR RPT: DRUG/AL PROB AGE 7--SP" ; +label variable ER64567 "HEHC OTR RPT: DRUG/AL PROB AGE 8--SP" ; +label variable ER64568 "HEHC OTR RPT: DRUG/AL PROB AGE 9--SP" ; +label variable ER64569 "HEHC OTR RPT: DRUG/AL PROB AGE 10--SP" ; +label variable ER64570 "HEHC OTR RPT: DRUG/AL PROB AGE 11--SP" ; +label variable ER64571 "HEHC OTR RPT: DRUG/AL PROB AGE 12--SP" ; +label variable ER64572 "HEHC OTR RPT: DRUG/AL PROB AGE 13--SP" ; +label variable ER64573 "HEHC OTR RPT: DRUG/AL PROB AGE 14--SP" ; +label variable ER64574 "HEHC OTR RPT: DRUG/AL PROB AGE 15--SP" ; +label variable ER64575 "HEHC OTR RPT: DRUG/AL PROB AGE 16--SP" ; +label variable ER64576 "HEHC OTR RPT: DRUG/AL PROB AGE 17+--SP" ; +label variable ER64577 "HEHC OTR RPT: AGE END DRUG/AL PROB--SP" ; +label variable ER64578 "HEHC OTR RPT: OTR PSYCH PROB B4 AGE 1-SP" ; +label variable ER64579 "HEHC OTR RPT: OTR PSYCH PROB AGE 1--SP" ; +label variable ER64580 "HEHC OTR RPT: OTR PSYCH PROB AGE 2--SP" ; +label variable ER64581 "HEHC OTR RPT: OTR PSYCH PROB AGE 3--SP" ; +label variable ER64582 "HEHC OTR RPT: OTR PSYCH PROB AGE 4--SP" ; +label variable ER64583 "HEHC OTR RPT: OTR PSYCH PROB AGE 5--SP" ; +label variable ER64584 "HEHC OTR RPT: OTR PSYCH PROB AGE 6--SP" ; +label variable ER64585 "HEHC OTR RPT: OTR PSYCH PROB AGE 7--SP" ; +label variable ER64586 "HEHC OTR RPT: OTR PSYCH PROB AGE 8--SP" ; +label variable ER64587 "HEHC OTR RPT: OTR PSYCH PROB AGE 9--SP" ; +label variable ER64588 "HEHC OTR RPT: OTR PSYCH PROB AGE 10--SP" ; +label variable ER64589 "HEHC OTR RPT: OTR PSYCH PROB AGE 11--SP" ; +label variable ER64590 "HEHC OTR RPT: OTR PSYCH PROB AGE 12--SP" ; +label variable ER64591 "HEHC OTR RPT: OTR PSYCH PROB AGE 13--SP" ; +label variable ER64592 "HEHC OTR RPT: OTR PSYCH PROB AGE 14--SP" ; +label variable ER64593 "HEHC OTR RPT: OTR PSYCH PROB AGE 15--SP" ; +label variable ER64594 "HEHC OTR RPT: OTR PSYCH PROB AGE 16--SP" ; +label variable ER64595 "HEHC OTR RPT: OTR PSYCH PROB AGE 17+--SP" ; +label variable ER64596 "HEHC OTR RPT: AGE END OTR PSYCH PROB--SP" ; +label variable ER64597 "H49 WTR OTHERS IN FU IN POOR HEALTH" ; +label variable ER64598 "H59A SADNESS IN PAST 30 DAYS" ; +label variable ER64599 "H59B NERVOUS IN PAST 30 DAYS" ; +label variable ER64600 "H59C RESTLESS IN PAST 30 DAYS" ; +label variable ER64601 "H59D HOPELESS IN PAST 30 DAYS" ; +label variable ER64602 "H59E EVERYTHING EFFORT IN PAST 30 DAYS" ; +label variable ER64603 "H59F WORTHLESS IN PAST 30 DAYS" ; +label variable ER64604 "K-6 NON-SPEC PSYCHOL DISTRESS SCALE" ; +label variable ER64605 "H59J HOW MUCH FEELINGS INTERFERE W/LIFE" ; +label variable ER64606 "H61D2 WTR ANY FU MEMBER HLTH INSURANCE" ; +label variable ER64607 "H61J AMT OF FU INSURANCE PREMIUMS" ; +label variable ER64608 "H61J PER FU INSURANCE PREMIUMS" ; +label variable ER64609 "H61JD FU INS PREMIUMS GE 200 PER MO" ; +label variable ER64610 "H61JE FU INS PREMIUMS GE 350 PER MO" ; +label variable ER64611 "H61JF FU INS PREMIUMS GE 100 PER MO" ; +label variable ER64612 "H61K WTR ANY FU MEMBER W/O INSURANCE" ; +label variable ER64613 "H64 TOTAL HOSPITAL/NURSING EXPENSES PY" ; +label variable ER64614 "H65 WTR TOTAL EXPENSE GE 1,000" ; +label variable ER64615 "H66 WTR TOTAL EXPENSE GE 2,000" ; +label variable ER64616 "H67 WTR TOTAL EXPENSE GE 8,000" ; +label variable ER64617 "H68 WTR TOTAL EXPENSE GE 25,000" ; +label variable ER64618 "H69 WTR TOTAL EXPENSE GE 500" ; +label variable ER64619 "H70 TOT DR/OUTPT SURGRY/DENTAL EXPENSES" ; +label variable ER64620 "H71 WTR TOTAL EXPENSE GE 1,000" ; +label variable ER64621 "H72 WTR TOTAL EXPENSE GE 2,500" ; +label variable ER64622 "H73 WTR TOTAL EXPENSE GE 10,000" ; +label variable ER64623 "H74 WTR TOTAL EXPENSE GE 500" ; +label variable ER64624 "H75 WTR TOTAL EXPENSE GE 250" ; +label variable ER64625 "H76 TOTAL PRESCRIPTN/OTR SVCS EXPENSES" ; +label variable ER64626 "H77 WTR TOTAL EXPENSE GE 500" ; +label variable ER64627 "H78 WTR TOTAL EXPENSE GE 2,500" ; +label variable ER64628 "H79 WTR TOTAL EXPENSE GE 10,000" ; +label variable ER64629 "H81 WTR TOTAL EXPENSE GE 200" ; +label variable ER64630 "K1 CKPT: WTR NEW SPOUSE IN FU" ; +label variable ER64631 "K2 STATE WHERE FATHER BORN-SP" ; +label variable ER64632 "K3 STATE FATHER GREW UP-SP" ; +label variable ER64633 "K4 WTR FATHER EDUCATED IN US-SP" ; +label variable ER64634 "K5 EDUCATION OF FATHER IN US-SP" ; +label variable ER64635 "K6 WTR FATHER READ/WRITE-SP" ; +label variable ER64636 "K7 CKPT: WTR FATHER ED ALL IN US-SP" ; +label variable ER64637 "K8 YRS FOREIGN EDUCATION OF FATHR-SP" ; +label variable ER64638 "K9 FOREIGN DEGREES OF FATHER-SP" ; +label variable ER64639 "K10 OCCUPATION OF FATHER-SP" ; +label variable ER64640 "K11 INDUSTRY OF FATHER-SP" ; +label variable ER64641 "K12 STATE WHERE MOTHER BORN-SP" ; +label variable ER64642 "K13 STATE MOTHER GREW UP-SP" ; +label variable ER64643 "K14 WTR MOTHER EDUCATED IN US-SP" ; +label variable ER64644 "K15 EDUCATION OF MOTHER IN US-SP" ; +label variable ER64645 "K16 WTR MOTHER READ/WRITE-SP" ; +label variable ER64646 "K17 CKPT: WTR MOTHER ED ALL IN US-SP" ; +label variable ER64647 "K18 YRS FOREIGN EDUCATION OF MOTHR-SP" ; +label variable ER64648 "K19 FOREIGN DEGREES OF MOTHER-SP" ; +label variable ER64649 "K20 OCCUPATION OF MOTHER-SP" ; +label variable ER64650 "K21 INDUSTRY OF MOTHER-SP" ; +label variable ER64651 "K22 WHETHER BROTHERS-SP" ; +label variable ER64652 "K23 # BROTHERS-SPOUSE" ; +label variable ER64653 "K24 WTR ONLY BRO STILL ALIVE-SP" ; +label variable ER64654 "K25 WTR ONLY BRO OLDER THAN SPOUSE" ; +label variable ER64655 "K26 # BROTHERS STILL ALIVE-SP" ; +label variable ER64656 "K27 WTR ANY BRO OLDER THAN SPOUSE" ; +label variable ER64657 "K28 WHETHER SISTERS-SP" ; +label variable ER64658 "K29 # SISTERS-SPOUSE" ; +label variable ER64659 "K30 WTR ONLY SIS STILL ALIVE-SP" ; +label variable ER64660 "K31 WTR ONLY SIS OLDER THAN SPOUSE" ; +label variable ER64661 "K32 # SISTERS STILL ALIVE-SP" ; +label variable ER64662 "K33 WTR ANY SIS OLDER THAN SPOUSE" ; +label variable ER64663 "K33 STATE SPOUSE WAS BORN" ; +label variable ER64664 "K33YR YEAR CAME TO UNITED STATES-SP" ; +label variable ER64665 "K34 GREW UP FARM OR?-SP" ; +label variable ER64666 "K35 STATE WHERE SPOUSE GREW UP" ; +label variable ER64667 "K36 WTR EVER LIVED IN OTR STATE-SP" ; +label variable ER64668 "K37 PARENTS POOR OR?--SP" ; +label variable ER64669 "K38 WTR LIVED W/BOTH PARENTS-SP" ; +label variable ER64670 "K39 SPANISH DESCENT-SPOUSE" ; +label variable ER64671 "K40 RACE OF SPOUSE-MENTION 1" ; +label variable ER64672 "K40 RACE OF SPOUSE-MENTION 2" ; +label variable ER64673 "K40 RACE OF SPOUSE-MENTION 3" ; +label variable ER64674 "K40 RACE OF SPOUSE-MENTION 4" ; +label variable ER64675 "K40A ASIAN ETHNICITY OF SPOUSE" ; +label variable ER64676 "K41 ETHNIC GROUP-SP" ; +label variable ER64677 "K41 NATIONALITY MENTION 1-SP" ; +label variable ER64678 "K41 NATIONALITY MENTION 2-SP" ; +label variable ER64679 "K42 WTR EVER IN MILITARY-SP" ; +label variable ER64680 "YEAR HIGHEST EDUCATION UPDATED-SP" ; +label variable ER64681 "K43 WTR SPOUSE EDUCATED IN US" ; +label variable ER64682 "K44 WTR GRADUATED HS-SP" ; +label variable ER64683 "K45 MO GRADUATED HS-SP" ; +label variable ER64684 "K45 YR GRADUATED HS-SP" ; +label variable ER64685 "K46 GRADE LEVEL IF GED-SP" ; +label variable ER64686 "K47 MO LAST IN SCHOOL IF GED-SP" ; +label variable ER64687 "K47 YR LAST IN SCHOOL IF GED-SP" ; +label variable ER64688 "K48 MO RECEIVED GED-SP" ; +label variable ER64689 "K48 YR RECEIVED GED-SP" ; +label variable ER64690 "K49 GRADE OF SCHOOL FINISHED-SP" ; +label variable ER64691 "K50 MO LAST IN SCHOOL-SP" ; +label variable ER64692 "K50 YR LAST IN SCHOOL-SP" ; +label variable ER64693 "K51 WTR ATTENDED COLLEGE-SP" ; +label variable ER64694 "K52 MO LAST ATTENDED COLLEGE-SP" ; +label variable ER64695 "K52 YR LAST ATTENDED COLLEGE-SP" ; +label variable ER64696 "K53 HGHST YR COLL COMPLETED-SP" ; +label variable ER64697 "K54 WTR RECD COLLEGE DEGREE-SP" ; +label variable ER64698 "K55 HIGHST COLLEGE DEGREE RECD-SP" ; +label variable ER64699 "K55A BACHELOR DEG AREA OF STUDY #1 - SP" ; +label variable ER64700 "K55A BACHELOR DEG AREA OF STUDY #2 - SP" ; +label variable ER64701 "K55D MO RECD BACHELOR'S DEGREE-SP" ; +label variable ER64702 "K55D YR RECD BACHELOR'S DEGREE-SP" ; +label variable ER64703 "K55E HIGHEST DEG AREA OF STUDY #1 - SP" ; +label variable ER64704 "K55E HIGHEST DEG AREA OF STUDY #2 - SP" ; +label variable ER64705 "K58 MO RECD COLLEGE DEGREE-SP" ; +label variable ER64706 "K58 YR RECD COLLEGE DEGREE-SP" ; +label variable ER64707 "K60 YRS FOREIGN EDUCATION-SP" ; +label variable ER64708 "K61 FOREIGN DEGREES-SPOUSE" ; +label variable ER64709 "K61A ENROLLED IN REGULAR SCHOOL - SP" ; +label variable ER64710 "K61B GRADE CURRENTLY ATTENDING - SP" ; +label variable ER64711 "K62 WTR RECD OTR DEG/CERT-SP" ; +label variable ER64712 "K63 TYPE 1ST OTR DEG/CERT-SP" ; +label variable ER64713 "K64 FIELD 1ST OTR DEG/CERT-SP" ; +label variable ER64714 "K65 INST/ORG OF 1ST OTR DEG/CERT-SP" ; +label variable ER64715 "K66 MO RECD 1ST OTR DEG/CERT-SP" ; +label variable ER64716 "K66 YR RECD 1ST OTR DEG/CERT-SP" ; +label variable ER64717 "K67 WTR 2ND DEGREE/CERT-SP" ; +label variable ER64718 "K63 TYPE 2ND OTR DEG/CERT-SP" ; +label variable ER64719 "K64 FIELD 2ND OTR DEG/CERT-SP" ; +label variable ER64720 "K65 INST/ORG OF 2ND OTR DEG/CERT-SP" ; +label variable ER64721 "K66 MO RECD 2ND OTR DEG/CERT-SP" ; +label variable ER64722 "K66 YR RECD 2ND OTR DEG/CERT-SP" ; +label variable ER64723 "K67 WTR 3RD DEGREE/CERT-SP" ; +label variable ER64724 "K63 TYPE 3RD OTR DEG/CERT-SP" ; +label variable ER64725 "K64 FIELD 3RD OTR DEG/CERT-SP" ; +label variable ER64726 "K65 INST/ORG OF 3RD OTR DEG/CERT-SP" ; +label variable ER64727 "K66 MO RECD 3RD OTR DEG/CERT-SP" ; +label variable ER64728 "K66 YR RECD 3RD OTR DEG/CERT-SP" ; +label variable ER64729 "K67 WTR 4TH DEGREE/CERT-SP" ; +label variable ER64730 "K68 RELIGIOUS PREFERENCE-SP" ; +label variable ER64731 "K69 RELIG DENOMINATION-SP" ; +label variable ER64732 "K70 #YRS WRKD SINCE 18-SP" ; +label variable ER64733 "K71 #YR WRKED FULLTIME-SP" ; +label variable ER64734 "K72 OCCUPATION 1ST FULL TIME JOB-SP" ; +label variable ER64735 "K73 INDUSTRY 1ST FULL-TIME JOB-SP" ; +label variable ER64736 "K74 WTR ATTND SCHOOL SINCE LAST IW-SP" ; +label variable ER64737 "K74C WHERE RCVD EDUCATION - SP" ; +label variable ER64738 "K76CKPT COMPLETED LESS HS/GED - SP" ; +label variable ER64739 "K76 WTR GRADUATED FROM HS/GED-SP" ; +label variable ER64740 "K77 MONTH GRADUATED FROM HS-SP" ; +label variable ER64741 "K77 YEAR GRADUATED FROM HS-SP" ; +label variable ER64742 "K77A GRADES CMPLT BEFORE GED - SP" ; +label variable ER64743 "K77A MO LAST ATTEND REGULAR SCHOOL - SP" ; +label variable ER64744 "K77A YR LAST ATTEND REGULAR SCHOOL -SP" ; +label variable ER64745 "K78 MONTH RECEIVED GED-SP" ; +label variable ER64746 "K78 YEAR RECEIVED GED-SP" ; +label variable ER64747 "K78A GRADES COMPLETED - SP" ; +label variable ER64748 "K78A MO LAST ATTEND REGULAR SCHOOL - SP" ; +label variable ER64749 "K78A YR LAST ATTEND REGULAR SCHOOL -SP" ; +label variable ER64750 "K78B ATTEND COLLEGE SINCE LAST IW - SP" ; +label variable ER64751 "K78BMO MONTH LAST ATTEND COLLGE - SP" ; +label variable ER64752 "K78BYR YEAR LAST ATTEND COLLGE - SP" ; +label variable ER64753 "K78C YEARS COMPLETED SINCE LAST IW - SP" ; +label variable ER64754 "K78D HIGHEST YR COLLEGE COMPLETED - SP" ; +label variable ER64755 "K78E RECEIVE DEGREE SINCE LAST IW - SP" ; +label variable ER64756 "K78F1 HIGHEST DEGREE EARNED - SP" ; +label variable ER64757 "K78F2 AREA STUDY BACHELOR DEG MEN#1 - SP" ; +label variable ER64758 "K78F2 AREA STUDY BACHELOR DEG MEN#2 - SP" ; +label variable ER64759 "K78F5 MONTH REC BACHELOR DEGREE-SP" ; +label variable ER64760 "K78F5 YEAR REC BACHELOR DEGREE-SP" ; +label variable ER64761 "K78G AREA OF STUDY HIGHEST DEG MEN #1-SP" ; +label variable ER64762 "K78G AREA OF STUDY HIGHEST DEG MEN #2-SP" ; +label variable ER64763 "K83 MONTH REC HIGHEST COLLEGE DEGREE-SP" ; +label variable ER64764 "K83 YEAR REC HIGHEST COLLEGE DEGREE-SP" ; +label variable ER64765 "K83A YRS SCHOOL COMPLETE OUTSIDE US - SP" ; +label variable ER64766 "K83B HIGHEST DEG EARNED OUTSIDE US - SP" ; +label variable ER64767 "K84 WTR CURRENTLY ENROLLED-SP" ; +label variable ER64768 "K84A GRADE CURRENTLY ATTENDING -SP" ; +label variable ER64769 "L1 CKPT: WTR NEW HEAD IN FU" ; +label variable ER64770 "L2 STATE WHERE FATHER BORN-HD" ; +label variable ER64771 "L3 STATE FATHER GREW UP-HD" ; +label variable ER64772 "L4 WTR FATHER EDUCATED IN US-HD" ; +label variable ER64773 "L5 EDUCATION OF FATHER IN US-HD" ; +label variable ER64774 "L6 WTR FATHER READ/WRITE-HD" ; +label variable ER64775 "L7 CKPT: WTR FATHER ED ALL IN US-HD" ; +label variable ER64776 "L8 YRS FOREIGN EDUCATION OF FATHR-HD" ; +label variable ER64777 "L9 FOREIGN DEGREES OF FATHER-HD" ; +label variable ER64778 "L10 OCCUPATION OF FATHER-HD" ; +label variable ER64779 "L11 INDUSTRY OF FATHER-HD" ; +label variable ER64780 "L12 STATE WHERE MOTHER BORN-HD" ; +label variable ER64781 "L13 STATE MOTHER GREW UP-HD" ; +label variable ER64782 "L14 WTR MOTHER EDUCATED IN US-H" ; +label variable ER64783 "L15 EDUCATION OF MOTHER IN US-HD" ; +label variable ER64784 "L16 WTR MOTHER READ/WRITE-HD" ; +label variable ER64785 "L17 CKPT: WTR MOTHER ED ALL IN US-HD" ; +label variable ER64786 "L18 YRS FOREIGN EDUCATION OF MOTHR-HD" ; +label variable ER64787 "L19 FOREIGN DEGREES OF MOTHER-HD" ; +label variable ER64788 "L20 OCCUPATION OF MOTHER-HD" ; +label variable ER64789 "L21 INDUSTRY OF MOTHER-HD" ; +label variable ER64790 "L22 WHETHER BROTHERS-HD" ; +label variable ER64791 "L23 # BROTHERS-HEAD" ; +label variable ER64792 "L24 WTR ONLY BRO STILL ALIVE-HD" ; +label variable ER64793 "L25 WTR ONLY BRO OLDER THAN HEAD" ; +label variable ER64794 "L26 # BROTHERS STILL ALIVE-HD" ; +label variable ER64795 "L27 WTR ANY BRO OLDER THAN HEAD" ; +label variable ER64796 "L28 WHETHER SISTERS-HD" ; +label variable ER64797 "L29 # SISTERS-HEAD" ; +label variable ER64798 "L30 WTR ONLY SIS STILL ALIVE-HD" ; +label variable ER64799 "L31 WTR ONLY SIS OLDER THAN HEAD" ; +label variable ER64800 "L32 # SISTERS STILL ALIVE-HD" ; +label variable ER64801 "L33 WTR ANY SIS OLDER THAN HEAD" ; +label variable ER64802 "L33 STATE HEAD WAS BORN" ; +label variable ER64803 "L33YR YEAR CAME TO UNITED STATES-HD" ; +label variable ER64804 "L34 GREW UP FARM OR?-HD" ; +label variable ER64805 "L35 STATE WHERE HEAD GREW UP" ; +label variable ER64806 "L36 WTR EVER LIVED IN OTR STATE-HD" ; +label variable ER64807 "L37 PARENTS POOR OR?--HD" ; +label variable ER64808 "L38 WTR LIVED W/BOTH PARENTS-HD" ; +label variable ER64809 "L39 SPANISH DESCENT-HEAD" ; +label variable ER64810 "L40 RACE OF HEAD-MENTION 1" ; +label variable ER64811 "L40 RACE OF HEAD-MENTION 2" ; +label variable ER64812 "L40 RACE OF HEAD-MENTION 3" ; +label variable ER64813 "L40 RACE OF HEAD-MENTION 4" ; +label variable ER64814 "L40A ASIAN ETHNICITY OF HEAD" ; +label variable ER64815 "L41 ETHNIC GROUP-HD" ; +label variable ER64816 "L41 NATIONALITY MENTION 1-HD" ; +label variable ER64817 "L41 NATIONALITY MENTION 2-HD" ; +label variable ER64818 "L42 WTR EVER IN MILITARY-HD" ; +label variable ER64819 "YEAR HIGHEST EDUCATION UPDATED-HD" ; +label variable ER64820 "L43 WTR HEAD EDUCATED IN US" ; +label variable ER64821 "L44 WTR GRADUATED HS-HD" ; +label variable ER64822 "L45 MO GRADUATED HS-HD" ; +label variable ER64823 "L45 YR GRADUATED HS-HD" ; +label variable ER64824 "L46 GRADE LEVEL IF GED-HD" ; +label variable ER64825 "L47 MO LAST IN SCHOOL IF GED-HD" ; +label variable ER64826 "L47 YR LAST IN SCHOOL IF GED-HD" ; +label variable ER64827 "L48 MO RECEIVED GED-HD" ; +label variable ER64828 "L48 YR RECEIVED GED-HD" ; +label variable ER64829 "L49 GRADE OF SCHOOL FINISHED-HD" ; +label variable ER64830 "L50 MO LAST IN SCHOOL-HD" ; +label variable ER64831 "L50 YR LAST IN SCHOOL-HD" ; +label variable ER64832 "L51 WTR ATTENDED COLLEGE-HD" ; +label variable ER64833 "L52 MO LAST ATTENDED COLLEGE-HD" ; +label variable ER64834 "L52 YR LAST ATTENDED COLLEGE-HD" ; +label variable ER64835 "L53 HGHST YR COLL COMPLETED-HD" ; +label variable ER64836 "L54 WTR RECD COLLEGE DEGREE-HD" ; +label variable ER64837 "L55 HGHST COLLEGE DEGREE RECD-HD" ; +label variable ER64838 "L55A BACHELOR DEG AREA OF STUDY #1 - HD" ; +label variable ER64839 "L55A BACHELOR DEG AREA OF STUDY #2 - HD" ; +label variable ER64840 "L55D MO RECD BACHELOR'S DEGREE-HD" ; +label variable ER64841 "L55D YR RECD BACHELOR'S DEGREE-HD" ; +label variable ER64842 "L55E HIGHEST DEG AREA OF STUDY #1 - HD" ; +label variable ER64843 "L55E HIGHEST DEG AREA OF STUDY #2 - HD" ; +label variable ER64844 "L58 MO RECD COLLEGE DEGREE-HD" ; +label variable ER64845 "L58 YR RECD COLLEGE DEGREE-HD" ; +label variable ER64846 "L60 YRS FOREIGN EDUCATION-HD" ; +label variable ER64847 "L61 FOREIGN DEGREES-HEAD" ; +label variable ER64848 "L61A ENROLLED IN REGULAR SCHOOL - HD" ; +label variable ER64849 "L61B GRADE CURRENTLY ATTENDING - HD" ; +label variable ER64850 "L62 WTR REC OTR DEG/CERT-HD" ; +label variable ER64851 "L63 TYPE 1ST OTR DEG/CERT-HD" ; +label variable ER64852 "L64 FIELD 1ST OTR DEG/CERT-HD" ; +label variable ER64853 "L65 INST/ORG OF 1ST OTR DEG/CERT-HD" ; +label variable ER64854 "L66 MO RECD 1ST OTR DEG/CERT-HD" ; +label variable ER64855 "L66 YR RECD 1ST OTR DEG/CERT-HD" ; +label variable ER64856 "L67 WTR 2ND DEGREE/CERT-HD" ; +label variable ER64857 "L63 TYPE 2ND OTR DEG/CERT-HD" ; +label variable ER64858 "L64 FIELD 2ND OTR DEG/CERT-HD" ; +label variable ER64859 "L65 INST/ORG OF 2ND OTR DEG/CERT-HD" ; +label variable ER64860 "L66 MO RECD 2ND OTR DEG/CERT-HD" ; +label variable ER64861 "L66 YR RECD 2ND OTR DEG/CERT-HD" ; +label variable ER64862 "L67 WTR 3RD DEGREE/CERT-HD" ; +label variable ER64863 "L63 TYPE 3RD OTR DEG/CERT-HD" ; +label variable ER64864 "L64 FIELD 3RD OTR DEG/CERT-HD" ; +label variable ER64865 "L65 INST/ORG OF 3RD OTR DEG/CERT-HD" ; +label variable ER64866 "L66 MO RECD 3RD OTR DEG/CERT-HD" ; +label variable ER64867 "L66 YR RECD 3RD OTR DEG/CERT-HD" ; +label variable ER64868 "L67 WTR 4TH DEGREE/CERT-HD" ; +label variable ER64869 "L68 RELIGIOUS PREFERENCE-HD" ; +label variable ER64870 "L69 RELIG DENOMINATION-HD" ; +label variable ER64871 "L70 #YRS WRKD SINCE 18-HD" ; +label variable ER64872 "L71 #YR WRKED FULLTIME-HD" ; +label variable ER64873 "L72 OCCUPATION 1ST FULL TIME JOB-HD" ; +label variable ER64874 "L73 INDUSTRY 1ST FULL TIME JOB-HD" ; +label variable ER64875 "L74 WTR ATTND SCHOOL SINCE LAST IW-HD" ; +label variable ER64876 "L74C WHERE RCVD EDUCATION - HD" ; +label variable ER64877 "L76CKPT COMPLETED LESS HS/GED - HD" ; +label variable ER64878 "L76 WTR GRADUATED FROM HS/GED-HD" ; +label variable ER64879 "L77 MONTH GRADUATED FROM HS-HD" ; +label variable ER64880 "L77 YEAR GRADUATED FROM HS-HD" ; +label variable ER64881 "L77A GRADES CMPLT BEFORE GED - HD" ; +label variable ER64882 "L77A MO LAST ATTD SCHOOL BEFORE GED - HD" ; +label variable ER64883 "L77A YR LAST ATTD SCHOOL BEFORE GED -HD" ; +label variable ER64884 "L78 MONTH RECEIVED GED-HD" ; +label variable ER64885 "L78 YEAR RECEIVED GED-HD" ; +label variable ER64886 "L78A GRADES COMPLETED - HD" ; +label variable ER64887 "L78A MO LAST ATTEND REGULAR SCHOOL - HD" ; +label variable ER64888 "L78A YR LAST ATTEND REGULAR SCHOOL -HD" ; +label variable ER64889 "L78B ATTEND COLLGE SINCE LAST IW - HD" ; +label variable ER64890 "L78BMO MONTH LAST ATTEND COLLEGE - HD" ; +label variable ER64891 "L78BYR YEAR LAST ATTEND COLLEGE - HD" ; +label variable ER64892 "L78C YEARS COMPLETED SINCE LAST IW - HD" ; +label variable ER64893 "L78D HIGHEST YR COLLEGE COMPLETED - HD" ; +label variable ER64894 "L78E RECEIVE DEGREE SINCE LAST IW - HD" ; +label variable ER64895 "L78F1 HIGHEST DEGREE EARNED - HD" ; +label variable ER64896 "L78F2 AREA STUDY BACHELOR DEG MEN#1 - HD" ; +label variable ER64897 "L78F2 AREA STUDY BACHELOR DEG MEN#2 - HD" ; +label variable ER64898 "L78F5 MONTH REC BACHELOR DEGREE-HD" ; +label variable ER64899 "L78F5 YEAR REC BACHELOR DEGREE-HD" ; +label variable ER64900 "L78G AREA OF STUDY HIGHEST DEG MEN #1-HD" ; +label variable ER64901 "L78G AREA OF STUDY HIGHEST DEG MEN #2-HD" ; +label variable ER64902 "L83 MONTH REC HIGHEST COLLEGE DEGREE-HD" ; +label variable ER64903 "L83 YEAR REC HIGHEST COLLEGE DEGREE-HD" ; +label variable ER64904 "L83A YRS SCHOOL COMPLETE OUTSIDE US - HD" ; +label variable ER64905 "L83B HIGHEST DEG EARNED OUTSIDE US - HD" ; +label variable ER64906 "L84 WTR CURRENTLY ENROLLED-HD" ; +label variable ER64907 "L84A GRADE CURRENTLY ATTENDING -HD" ; +label variable ER64908 "M1 WTR DONATION>25 TO CHARITY LAST YEAR" ; +label variable ER64909 "M2 WTR DONATED TO RELIGIOUS ORGANIZATION" ; +label variable ER64910 "M2A DOLLAR AMT OF RELIGIOUS DONATIONS" ; +label variable ER64911 "M2B WTR RELIGIOUS DONATIONS GE 300" ; +label variable ER64912 "M2C WTR RELIGIOUS DONATIONS GE 1,000" ; +label variable ER64913 "M2D WTR RELIGIOUS DONATIONS GE 2,500" ; +label variable ER64914 "M2E WTR RELIGIOUS DONATIONS GE 100" ; +label variable ER64915 "M3 WTR DONATD TO COMBO PURPOSE ORGANIZTN" ; +label variable ER64916 "M3A DOLLAR AMT OF COMBO DONATIONS" ; +label variable ER64917 "M3B WTR COMBO DONATIONS GE 200" ; +label variable ER64918 "M3C WTR COMBO DONATIONS GE 500" ; +label variable ER64919 "M3D WTR COMBO DONATIONS GE 1,000" ; +label variable ER64920 "M3E WTR COMBO DONATIONS GE 100" ; +label variable ER64921 "M4 WTR DONATED TO ORGANIZATION FOR NEEDY" ; +label variable ER64922 "M4A DOLLAR AMT OF NEEDY DONATIONS" ; +label variable ER64923 "M4B WTR NEEDY DONATIONS GE 200" ; +label variable ER64924 "M4C WTR NEEDY DONATIONS GE 500" ; +label variable ER64925 "M4D WTR NEEDY DONATIONS GE 1,000" ; +label variable ER64926 "M4E WTR NEEDY DONATIONS GE 100" ; +label variable ER64927 "M5 WTR DONATED TO ORGANIZATN FOR HEALTH" ; +label variable ER64928 "M5A DOLLAR AMT OF HEALTH DONATIONS" ; +label variable ER64929 "M5B WTR HEALTH DONATIONS GE 200" ; +label variable ER64930 "M5C WTR HEALTH DONATIONS GE 500" ; +label variable ER64931 "M5D WTR HEALTH DONATIONS GE 1,000" ; +label variable ER64932 "M5E WTR HEALTH DONATIONS GE 100" ; +label variable ER64933 "M6 WTR DONATED TO ORGANZTION FOR EDUCATN" ; +label variable ER64934 "M6A DOLLAR AMT OF EDUCATION DONATIONS" ; +label variable ER64935 "M6B WTR EDUCATION DONATIONS GE 200" ; +label variable ER64936 "M6C WTR EDUCATION DONATIONS GE 500" ; +label variable ER64937 "M6D WTR EDUCATION DONATIONS GE 1,000" ; +label variable ER64938 "M6E WTR EDUCATION DONATIONS GE 100" ; +label variable ER64939 "M7 WTR DONATED TO YOUTH ORGANIZATIONS" ; +label variable ER64940 "M7A DOLLAR AMT OF YOUTH ORG DONATIONS" ; +label variable ER64941 "M7B WTR YOUTH ORG DONATIONS GE 200" ; +label variable ER64942 "M7C WTR YOUTH ORG DONATIONS GE 500" ; +label variable ER64943 "M7D WTR YOUTH ORG DONATIONS GE 1,000" ; +label variable ER64944 "M7E WTR YOUTH ORG DONATIONS GE 100" ; +label variable ER64945 "M8 WTR DONATED TO CULTURAL ORGS" ; +label variable ER64946 "M8A DOLLAR AMT OF CULTURAL DONATIONS" ; +label variable ER64947 "M8B WTR CULTURAL DONATIONS GE 200" ; +label variable ER64948 "M8C WTR CULTURAL DONATIONS GE 500" ; +label variable ER64949 "M8D WTR CULTURAL DONATIONS GE 1,000" ; +label variable ER64950 "M8E WTR CULTURAL DONATIONS GE 100" ; +label variable ER64951 "M9 WTR DONATED TO COMMUNITY ORGS" ; +label variable ER64952 "M9A DOLLAR AMT OF COMMUNITY DONATIONS" ; +label variable ER64953 "M9B WTR COMMUNITY DONATIONS GE 200" ; +label variable ER64954 "M9C WTR COMMUNITY DONATIONS GE 500" ; +label variable ER64955 "M9D WTR COMMUNITY DONATIONS GE 1,000" ; +label variable ER64956 "M9E WTR COMMUNITY DONATIONS GE 100" ; +label variable ER64957 "M10 WTR DONATED TO ENVIRONMENT ORGS" ; +label variable ER64958 "M10A DOLLAR AMT OF ENVIRONMENT DONATION" ; +label variable ER64959 "M10B WTR ENVIRONMENT DONATIONS GE 200" ; +label variable ER64960 "M10C WTR ENVIRONMENT DONATIONS GE 500" ; +label variable ER64961 "M10D WTR ENVIRONMENT DONATIONS GE 1,000" ; +label variable ER64962 "M10E WTR ENVIRONMENT DONATIONS GE 100" ; +label variable ER64963 "M11 WTR DONATED TO INTERNATL/PEACE ORG" ; +label variable ER64964 "M11A DOLLAR AMT OF INTERNATL/PEACE DNTN" ; +label variable ER64965 "M11B WTR INTERNATL/PEACE DNTNS GE 200" ; +label variable ER64966 "M11C WTR INTERNATL/PEACE DNTNS GE 500" ; +label variable ER64967 "M11D WTR INTERNATL/PEACE DNTNS GE 1,000" ; +label variable ER64968 "M11E WTR INTERNATL/PEACE DNTNS GE 100" ; +label variable ER64969 "M12 WTR DONATED TO OTHER ORGANIZATIONS" ; +label variable ER64970 "M12 TYPE ORGANIZATION DONATED TO" ; +label variable ER64971 "M12B DOLLAR AMT OF OTHER DONATIONS" ; +label variable ER64972 "M12C WTR OTHER DONATIONS GE 200" ; +label variable ER64973 "M12D WTR OTHER DONATIONS GE 500" ; +label variable ER64974 "M12E WTR OTHER DONATIONS GE 1,000" ; +label variable ER64975 "M12F WTR OTHER DONATIONS GE 100" ; +label variable ER64976 "BC8 WTR UNEMPLOYED IN 2013 (HD)" ; +label variable ER64977 "BC8 WEEKS UNEMPLOYED IN 2013 (HD)" ; +label variable ER64978 "BC8 WTR UNEMPLOYED JAN 2013-HD" ; +label variable ER64979 "BC8 WTR UNEMPLOYED FEB 2013-HD" ; +label variable ER64980 "BC8 WTR UNEMPLOYED MAR 2013-HD" ; +label variable ER64981 "BC8 WTR UNEMPLOYED APR 2013-HD" ; +label variable ER64982 "BC8 WTR UNEMPLOYED MAY 2013-HD" ; +label variable ER64983 "BC8 WTR UNEMPLOYED JUN 2013-HD" ; +label variable ER64984 "BC8 WTR UNEMPLOYED JUL 2013-HD" ; +label variable ER64985 "BC8 WTR UNEMPLOYED AUG 2013-HD" ; +label variable ER64986 "BC8 WTR UNEMPLOYED SEP 2013-HD" ; +label variable ER64987 "BC8 WTR UNEMPLOYED OCT 2013-HD" ; +label variable ER64988 "BC8 WTR UNEMPLOYED NOV 2013-HD" ; +label variable ER64989 "BC8 WTR UNEMPLOYED DEC 2013-HD" ; +label variable ER64990 "BC7 WTR OUT OF LABOR FORCE IN 2013 (HD)" ; +label variable ER64991 "BC7 WKS OUT OF LABOR FORCE IN 2013 (HD)" ; +label variable ER64992 "BC7 WTR OUT LAB FORCE JAN 2013-HD" ; +label variable ER64993 "BC7 WTR OUT LAB FORCE FEB 2013-HD" ; +label variable ER64994 "BC7 WTR OUT LAB FORCE MAR 2013-HD" ; +label variable ER64995 "BC7 WTR OUT LAB FORCE APR 2013-HD" ; +label variable ER64996 "BC7 WTR OUT LAB FORCE MAY 2013-HD" ; +label variable ER64997 "BC7 WTR OUT LAB FORCE JUN 2013-HD" ; +label variable ER64998 "BC7 WTR OUT LAB FORCE JUL 2013-HD" ; +label variable ER64999 "BC7 WTR OUT LAB FORCE AUG 2013-HD" ; +label variable ER65000 "BC7 WTR OUT LAB FORCE SEP 2013-HD" ; +label variable ER65001 "BC7 WTR OUT LAB FORCE OCT 2013-HD" ; +label variable ER65002 "BC7 WTR OUT LAB FORCE NOV 2013-HD" ; +label variable ER65003 "BC7 WTR OUT LAB FORCE DEC 2013-HD" ; +label variable ER65004 "WTR EMPLOYED IN 2013 (HD)" ; +label variable ER65005 "WEEKS EMPLOYED IN 2013 (HD)" ; +label variable ER65006 "NUMBER OF JOBS IN 2013-HD" ; +label variable ER65007 "BC8 WTR EMPLOYED JAN 2013-HD" ; +label variable ER65008 "BC8 WTR EMPLOYED FEB 2013-HD" ; +label variable ER65009 "BC8 WTR EMPLOYED MAR 2013-HD" ; +label variable ER65010 "BC8 WTR EMPLOYED APR 2013-HD" ; +label variable ER65011 "BC8 WTR EMPLOYED MAY 2013-HD" ; +label variable ER65012 "BC8 WTR EMPLOYED JUN 2013-HD" ; +label variable ER65013 "BC8 WTR EMPLOYED JUL 2013-HD" ; +label variable ER65014 "BC8 WTR EMPLOYED AUG 2013-HD" ; +label variable ER65015 "BC8 WTR EMPLOYED SEP 2013-HD" ; +label variable ER65016 "BC8 WTR EMPLOYED OCT 2013-HD" ; +label variable ER65017 "BC8 WTR EMPLOYED NOV 2013-HD" ; +label variable ER65018 "BC8 WTR EMPLOYED DEC 2013-HD" ; +label variable ER65019 "BC14EE HOURS/WK WORKED IN 2013 (HD)" ; +label variable ER65020 "ACCURACY OF HRS/WK WORKED IN 2013 (HD)" ; +label variable ER65021 "R2 LABOR INCOME 2013 (HD)" ; +label variable ER65022 "R2 PER FOR LABOR INCOME 2013 (HD)" ; +label variable ER65023 "ACCURACY OF LABOR INCOME 2013 (HD)" ; +label variable ER65024 "DE8 WTR UNEMPLOYED IN 2013 (SP)" ; +label variable ER65025 "DE8 WEEKS UNEMPLOYED IN 2013 (SP)" ; +label variable ER65026 "DE8 WTR UNEMPLOYED JAN 2013-SP" ; +label variable ER65027 "DE8 WTR UNEMPLOYED FEB 2013-SP" ; +label variable ER65028 "DE8 WTR UNEMPLOYED MAR 2013-SP" ; +label variable ER65029 "DE8 WTR UNEMPLOYED APR 2013-SP" ; +label variable ER65030 "DE8 WTR UNEMPLOYED MAY 2013-SP" ; +label variable ER65031 "DE8 WTR UNEMPLOYED JUN 2013-SP" ; +label variable ER65032 "DE8 WTR UNEMPLOYED JUL 2013-SP" ; +label variable ER65033 "DE8 WTR UNEMPLOYED AUG 2013-SP" ; +label variable ER65034 "DE8 WTR UNEMPLOYED SEP 2013-SP" ; +label variable ER65035 "DE8 WTR UNEMPLOYED OCT 2013-SP" ; +label variable ER65036 "DE8 WTR UNEMPLOYED NOV 2013-SP" ; +label variable ER65037 "DE8 WTR UNEMPLOYED DEC 2013-SP" ; +label variable ER65038 "DE7 WTR OUT OF LABOR FORCE IN 2013 (SP)" ; +label variable ER65039 "DE7 WKS OUT OF LABOR FORCE IN 2013 (SP)" ; +label variable ER65040 "DE7 WTR OUT LAB FORCE JAN 2013-SP" ; +label variable ER65041 "DE7 WTR OUT LAB FORCE FEB 2013-SP" ; +label variable ER65042 "DE7 WTR OUT LAB FORCE MAR 2013-SP" ; +label variable ER65043 "DE7 WTR OUT LAB FORCE APR 2013-SP" ; +label variable ER65044 "DE7 WTR OUT LAB FORCE MAY 2013-SP" ; +label variable ER65045 "DE7 WTR OUT LAB FORCE JUN 2013-SP" ; +label variable ER65046 "DE7 WTR OUT LAB FORCE JUL 2013-SP" ; +label variable ER65047 "DE7 WTR OUT LAB FORCE AUG 2013-SP" ; +label variable ER65048 "DE7 WTR OUT LAB FORCE SEP 2013-SP" ; +label variable ER65049 "DE7 WTR OUT LAB FORCE OCT 2013-SP" ; +label variable ER65050 "DE7 WTR OUT LAB FORCE NOV 2013-SP" ; +label variable ER65051 "DE7 WTR OUT LAB FORCE DEC 2013-SP" ; +label variable ER65052 "WTR EMPLOYED IN 2013 (SP)" ; +label variable ER65053 "WEEKS EMPLOYED IN 2013 (SP)" ; +label variable ER65054 "NUMBER OF JOBS IN 2013-SP" ; +label variable ER65055 "DE8 WTR EMPLOYED JAN 2013-SP" ; +label variable ER65056 "DE8 WTR EMPLOYED FEB 2013-SP" ; +label variable ER65057 "DE8 WTR EMPLOYED MAR 2013-SP" ; +label variable ER65058 "DE8 WTR EMPLOYED APR 2013-SP" ; +label variable ER65059 "DE8 WTR EMPLOYED MAY 2013-SP" ; +label variable ER65060 "DE8 WTR EMPLOYED JUN 2013-SP" ; +label variable ER65061 "DE8 WTR EMPLOYED JUL 2013-SP" ; +label variable ER65062 "DE8 WTR EMPLOYED AUG 2013-SP" ; +label variable ER65063 "DE8 WTR EMPLOYED SEP 2013-SP" ; +label variable ER65064 "DE8 WTR EMPLOYED OCT 2013-SP" ; +label variable ER65065 "DE8 WTR EMPLOYED NOV 2013-SP" ; +label variable ER65066 "DE8 WTR EMPLOYED DEC 2013-SP" ; +label variable ER65067 "DE14EE HOURS/WK WORKED IN 2013 (SP)" ; +label variable ER65068 "ACCURACY OF HRS/WK WORKED IN 2013 (SP)" ; +label variable ER65069 "R11 LABOR INCOME 2013 (SP)" ; +label variable ER65070 "R11 PER FOR LABOR INCOME 2013 (SP)" ; +label variable ER65071 "ACCURACY OF LABOR INCOME 2013 (SP)" ; +label variable ER65072 "R20 WTR RECD SOC SECURITY YR BEFORE LAST" ; +label variable ER65073 "R25 WTR RECD RETIREMENT YR BEFORE LAST" ; +label variable ER65074 "R29 WTR RECD VA PENSION YR BEFORE LAST" ; +label variable ER65075 "R33 WTR RECD UNEMP COMP YR BEFORE LAST" ; +label variable ER65076 "R37 WTR RECD WORKERS COMP YR BEFORE LAST" ; +label variable ER65077 "R41 WTR RECD TANF (ADC) YR B4 LAST" ; +label variable ER65078 "R47 WTR RECEIVED SSI YR BEFORE LAST" ; +label variable ER65079 "R51 WTR RECEIVED OTR WELFARE YR B4 LAST" ; +label variable ER65080 "R55 WTR REC CH SUPP/ALIMONY YR B4 LAST" ; +label variable ER65081 "WHO WAS RESPONDENT" ; +label variable ER65082 "# CALLS FOR IW" ; +label variable ER65083 "LANGUAGE OF INTERVIEW" ; +label variable ER65084 "IO26 WTR HOSTILE TO ASKING MED #" ; +label variable ER65085 "IO26 WTR NOT TRUTHFUL TO ASKING MED #" ; +label variable ER65086 "IO26 WTR NOT ABLE TO REMEMBER MED #" ; +label variable ER65087 "IO26 WTR CONF/PRIV CRNS ABOUT MED #" ; +label variable ER65088 "IO26 WTR NO REACTION TO ASKING MED #" ; +label variable ER65089 "IO26 WTR OTR REACTION TO ASKING MED #" ; +label variable ER65090 "IO28 WTR HELP W SCT A - HLPR 1" ; +label variable ER65091 "IO28 WTR HELP W SCT BC EHC - HLPR 1" ; +label variable ER65092 "IO28 WTR HELP W SCT BC OTHER - HLPR 1" ; +label variable ER65093 "IO28 WTR HELP W SCT DE EHC - HLPR 1" ; +label variable ER65094 "IO28 WTR HELP W SCT DE OTHER - HLPR 1" ; +label variable ER65095 "IO28 WTR HELP W SCT F - HLPR 1" ; +label variable ER65096 "IO28 WTR HELP W SCT G - HLPR 1" ; +label variable ER65097 "IO28 WTR HELP W SCT R - HLPR 1" ; +label variable ER65098 "IO28 WTR HELP W SCT W - HLPR 1" ; +label variable ER65099 "IO28 WTR HELP W SCT P - HLPR 1" ; +label variable ER65100 "IO28 WTR HELP W SCT H - HLPR 1" ; +label variable ER65101 "IO28 WTR HELP W SCT HEHC SCRN - HLPR 1" ; +label variable ER65102 "IO28 WTR HELP W SCT HEHC - HLPR 1" ; +label variable ER65103 "IO28 WTR HELP W SCT J - HLPR 1" ; +label variable ER65104 "IO28 WTR HELP W SCT KL - HLPR 1" ; +label variable ER65105 "IO28 WTR HELP W SCT M - HLPR 1" ; +label variable ER65106 "IO28 WTR HELP W ADDR - HLPR 1" ; +label variable ER65107 "IO28 WTR HELP W OTHER- HLPR 1" ; +label variable ER65108 "IO28 WTR HELP W SCT A - HLPR 2" ; +label variable ER65109 "IO28 WTR HELP W SCT BC EHC - HLPR 2" ; +label variable ER65110 "IO28 WTR HELP W SCT BC OTHER - HLPR 2" ; +label variable ER65111 "IO28 WTR HELP W SCT DE EHC - HLPR 2" ; +label variable ER65112 "IO28 WTR HELP W SCT DE OTHER - HLPR 2" ; +label variable ER65113 "IO28 WTR HELP W SCT F - HLPR 2" ; +label variable ER65114 "IO28 WTR HELP W SCT G - HLPR 2" ; +label variable ER65115 "IO28 WTR HELP W SCT R - HLPR 2" ; +label variable ER65116 "IO28 WTR HELP W SCT W - HLPR 2" ; +label variable ER65117 "IO28 WTR HELP W SCT P - HLPR 2" ; +label variable ER65118 "IO28 WTR HELP W SCT H - HLPR 2" ; +label variable ER65119 "IO28 WTR HELP W SCT HEHC SCRN - HLPR 2" ; +label variable ER65120 "IO28 WTR HELP W SCT HEHC - HLPR 2" ; +label variable ER65121 "IO28 WTR HELP W SCT J - HLPR 2" ; +label variable ER65122 "IO28 WTR HELP W SCT KL - HLPR 2" ; +label variable ER65123 "IO28 WTR HELP W SCT M - HLPR 2" ; +label variable ER65124 "IO28 WTR HELP W ADDR - HLPR 2" ; +label variable ER65125 "IO28 WTR HELP W OTHER- HLPR 2" ; +label variable ER65126 "IO28 WTR HELP W SCT A - HLPR 3" ; +label variable ER65127 "IO28 WTR HELP W SCT BC EHC - HLPR 3" ; +label variable ER65128 "IO28 WTR HELP W SCT BC OTHER - HLPR 3" ; +label variable ER65129 "IO28 WTR HELP W SCT DE EHC - HLPR 3" ; +label variable ER65130 "IO28 WTR HELP W SCT DE OTHER - HLPR 3" ; +label variable ER65131 "IO28 WTR HELP W SCT F - HLPR 3" ; +label variable ER65132 "IO28 WTR HELP W SCT G - HLPR 3" ; +label variable ER65133 "IO28 WTR HELP W SCT R - HLPR 3" ; +label variable ER65134 "IO28 WTR HELP W SCT W - HLPR 3" ; +label variable ER65135 "IO28 WTR HELP W SCT P - HLPR 3" ; +label variable ER65136 "IO28 WTR HELP W SCT H - HLPR 3" ; +label variable ER65137 "IO28 WTR HELP W SCT HEHC SCRN - HLPR 3" ; +label variable ER65138 "IO28 WTR HELP W SCT HEHC - HLPR 3" ; +label variable ER65139 "IO28 WTR HELP W SCT J - HLPR 3" ; +label variable ER65140 "IO28 WTR HELP W SCT KL - HLPR 3" ; +label variable ER65141 "IO28 WTR HELP W SCT M - HLPR 3" ; +label variable ER65142 "IO28 WTR HELP W ADDR - HLPR 3" ; +label variable ER65143 "IO28 WTR HELP W OTHER- HLPR 3" ; +label variable ER65144 "IO29 WTR R HAD DOCUMENTS FOR REFERENCE" ; +label variable ER65145 "IO29A TYPE OF DOCUMENT-MENTION 1" ; +label variable ER65146 "IO29A TYPE OF DOCUMENT-MENTION 2" ; +label variable ER65147 "IO29A TYPE OF DOCUMENT-MENTION 3" ; +label variable ER65148 "IO29A TYPE OF DOCUMENT-MENTION 4" ; +label variable ER65149 "# OF INDIVIDUAL RECORDS" ; +label variable ER65150 "HEAD WORK WEEKS-2014" ; +label variable ER65151 "ACCURACY HEAD WORK WEEKS-2014" ; +label variable ER65152 "HEAD WEEKLY WORK HOURS-2014" ; +label variable ER65153 "ACCURACY HEAD WEEKLY WORK HOURS-2014" ; +label variable ER65154 "HD OVERTIME WORK HOURS-2014" ; +label variable ER65155 "ACCURACY HD OVERTIME WORK HOURS-2014" ; +label variable ER65156 "HEAD TOTAL HOURS OF WORK-2014" ; +label variable ER65157 "HD WEEKS MISSED FOR ILLNESS OF OTRS-2014" ; +label variable ER65158 "ACC HD WKS MISSED ILLNESS OF OTRS-2014" ; +label variable ER65159 "HD WEEKS MISSED FOR OWN ILLNESS-2014" ; +label variable ER65160 "ACC HD WKS MISSED FOR OWN ILLNESS-2014" ; +label variable ER65161 "HEAD WEEKS OFF FOR VACATION-2014" ; +label variable ER65162 "ACC HEAD WEEKS OFF FOR VACATION-2014" ; +label variable ER65163 "HEAD STRIKE WEEKS-2014" ; +label variable ER65164 "ACCURACYHEAD STRIKE WEEKS-2014" ; +label variable ER65165 "HEAD WEEKS LAID OFF-2014" ; +label variable ER65166 "ACCURACY HEAD WEEKS LAID OFF-2014" ; +label variable ER65167 "HEAD UNEMPLOYMENT WEEKS-2014" ; +label variable ER65168 "ACCURACY HEAD UNEMPLOYMENT WEEKS-2014" ; +label variable ER65169 "HEAD WEEKS OUT OF LABOR FORCE-2014" ; +label variable ER65170 "ACC HEAD WEEKS OUT OF LABOR FORCE-2014" ; +label variable ER65171 "SPOUSE WORK WEEKS-2014" ; +label variable ER65172 "ACCURACY SPOUSE WORK WEEKS-2014" ; +label variable ER65173 "SPOUSE WEEKLY WORK HOURS-2014" ; +label variable ER65174 "ACCURACY SPOUSE WEEKLY WORK HOURS-2014" ; +label variable ER65175 "SP OVERTIME WORK HOURS-2014" ; +label variable ER65176 "ACCURACY SP OVERTIME WORK HOURS-2014" ; +label variable ER65177 "SPOUSE TOTAL HOURS OF WORK-2014" ; +label variable ER65178 "SP WEEKS MISSED FOR ILLNESS OF OTRS-2014" ; +label variable ER65179 "ACC SP WKS MISSED ILLNESS OF OTRS-2014" ; +label variable ER65180 "SP WEEKS MISSED FOR OWN ILLNESS-2014" ; +label variable ER65181 "ACC SP WKS MISSED FOR OWN ILLNESS-2014" ; +label variable ER65182 "SPOUSE WEEKS OFF FOR VACATION-2014" ; +label variable ER65183 "ACC SPOUSE WEEKS OFF FOR VACATION-2014" ; +label variable ER65184 "SPOUSE STRIKE WEEKS-2014" ; +label variable ER65185 "ACCURACY SPOUSE STRIKE WEEKS-2014" ; +label variable ER65186 "SPOUSE WEEKS LAID OFF-2014" ; +label variable ER65187 "ACCURACY SPOUSE WEEKS LAID OFF-2014" ; +label variable ER65188 "SPOUSE UNEMPLOYMENT WEEKS-2014" ; +label variable ER65189 "ACCURACY SPOUSE UNEMPLOYMENT WEEKS-2014" ; +label variable ER65190 "SPOUSE WEEKS OUT OF LABOR FORCE-2014" ; +label variable ER65191 "ACC SPOUSE WEEKS OUT OF LABOR FORCE-2014" ; +label variable ER65192 "TOTAL BUSINESS INCOME-2014" ; +label variable ER65193 "ACC BUSINESS INCOME-2014" ; +label variable ER65194 "NUMBER OF BUSINESSES OWNED BY FU IN 2014" ; +label variable ER65195 "FARM INCOME OF HEAD AND SPOUSE-2014" ; +label variable ER65196 "ACC FARM INCOME OF HEAD AND SPOUSE-2014" ; +label variable ER65197 "HD LABOR INCOME FROM BUSINESS-2014" ; +label variable ER65198 "HD ASSET INCOME FROM BUSINESS-2014" ; +label variable ER65199 "NUMBER OF BUSINESSES OWNED BY HEAD" ; +label variable ER65200 "WAGES AND SALARIES OF HEAD-2014" ; +label variable ER65201 "ACC WAGES AND SALARIES OF HEAD-2014" ; +label variable ER65202 "BONUS INCOME OF HEAD-2014" ; +label variable ER65203 "ACC BONUS INCOME OF HEAD-2014" ; +label variable ER65204 "OVERTIME INCOME OF HEAD-2014" ; +label variable ER65205 "ACC OVERTIME INCOME OF HEAD-2014" ; +label variable ER65206 "TIPS OF HEAD-2014" ; +label variable ER65207 "ACC TIPS OF HEAD-2014" ; +label variable ER65208 "COMMISSION INCOME OF HEAD-2014" ; +label variable ER65209 "ACC COMMISSION INCOME OF HEAD-2014" ; +label variable ER65210 "PROFESSIONAL PRACTICE OF HEAD-2014" ; +label variable ER65211 "ACC PROFESSIONL PRACTICE OF HD-2014" ; +label variable ER65212 "HEAD ADDITIONAL JOB INCOME-2014" ; +label variable ER65213 "ACC OF HEAD ADDITIONAL JOB INCOME" ; +label variable ER65214 "MISC LABOR INCOME OF HEAD-2014" ; +label variable ER65215 "ACC MISC LABOR INCOME OF HEAD-2014" ; +label variable ER65216 "LABOR INCOME OF HEAD-2014" ; +label variable ER65217 "HEAD RENT INCOME-2014" ; +label variable ER65218 "ACCURACY OF HEAD RENT INCOME-2014" ; +label variable ER65219 "HEAD DIVIDENDS-2014" ; +label variable ER65220 "ACCURACY OF HEAD DIVIDENDS-2014" ; +label variable ER65221 "HEAD INTEREST INCOME-2014" ; +label variable ER65222 "ACCURACY OF HEAD INTEREST INCOME-2014" ; +label variable ER65223 "HEAD INCOME FROM TRUSTS/ROYALTIES-2014" ; +label variable ER65224 "ACCURACY OF HD INCOME FROM TRUSTS-2014" ; +label variable ER65225 "SP LABOR INCOME FROM BUSINESS-2014" ; +label variable ER65226 "SP ASSET INCOME FROM BUSINESS-2014" ; +label variable ER65227 "NUMBER OF BUSINESSES OWNED BY SPOUSE" ; +label variable ER65228 "WAGES AND SALARIES OF SPOUSE-2014" ; +label variable ER65229 "ACC WAGES AND SALARIES OF SPOUSE-2014" ; +label variable ER65230 "BONUS INCOME OF SPOUSE-2014" ; +label variable ER65231 "ACC BONUS INCOME OF SPOUSE-2014" ; +label variable ER65232 "OVERTIME INCOME OF SPOUSE-2014" ; +label variable ER65233 "ACC OVERTIME INCOME OF SPOUSE-2014" ; +label variable ER65234 "TIPS OF SPOUSE-2014" ; +label variable ER65235 "ACC TIPS OF SPOUSE-2014" ; +label variable ER65236 "COMMISSION INCOME OF SPOUSE-2014" ; +label variable ER65237 "ACC COMMISSION INCOME OF SPOUSE-2014" ; +label variable ER65238 "PROFESSIONAL PRACTICE OF SPOUSE-2014" ; +label variable ER65239 "ACC PROFESSIONAL PRACTICE OF SP-2014" ; +label variable ER65240 "SPOUSE ADDITIONAL JOB INCOME-2014" ; +label variable ER65241 "ACC OF SPOUSE ADDITIONAL JOB INCOME" ; +label variable ER65242 "MISC LABOR INCOME OF SPOUSE-2014" ; +label variable ER65243 "ACC MISC LABOR INCOME OF SPOUSE-2014" ; +label variable ER65244 "LABOR INCOME OF SPOUSE-2014" ; +label variable ER65245 "SPOUSE RENT INCOME-2014" ; +label variable ER65246 "ACCURACY OF SPOUSE RENT INCOME-2014" ; +label variable ER65247 "SPOUSE DIVIDENDS-2014" ; +label variable ER65248 "ACCURACY OF SPOUSE DIVIDENDS-2014" ; +label variable ER65249 "SPOUSE INTEREST INCOME-2014" ; +label variable ER65250 "ACCURACY OF SPOUSE INTEREST INCOME-2014" ; +label variable ER65251 "SPOUSE INCOME FROM TRUSTS/ROYALTIES-2014" ; +label variable ER65252 "ACCURACY OF SP INCOME FROM TRUSTS-2014" ; +label variable ER65253 "HEAD AND SPOUSE TAXABLE INCOME-2014" ; +label variable ER65254 "HEAD INCOME FROM TANF, ETC.-2014" ; +label variable ER65255 "ACCURACY OF HEAD INCOME FROM TANF-2014" ; +label variable ER65256 "HEAD SSI-2014" ; +label variable ER65257 "ACCURACY OF HEAD SSI-2014" ; +label variable ER65258 "HEAD OTHER WELFARE-2014" ; +label variable ER65259 "ACCURACY OF HEAD OTHER WELFARE-2014" ; +label variable ER65260 "HEAD VA PENSION-2014" ; +label variable ER65261 "ACCURACY OF HEAD VA PENSION-2014" ; +label variable ER65262 "HEAD RETIREMENT/PENSIONS-2014" ; +label variable ER65263 "ACCURACY OF HEAD RETIREMENT-2014" ; +label variable ER65264 "HEAD ANNUITIES-2014" ; +label variable ER65265 "ACCURACY OF HEAD ANNUITIES-2014" ; +label variable ER65266 "HEAD IRAS-2014" ; +label variable ER65267 "ACCURACY OF HEAD IRAS-2014" ; +label variable ER65268 "HEAD OTHER RETIREMENT-2014" ; +label variable ER65269 "ACCURACY OF HEAD OTHER RETIREMENT-2014" ; +label variable ER65270 "HEAD UNEMPLOYMENT COMPENSATION-2014" ; +label variable ER65271 "ACCURACY OF HEAD UNEMPLOYMENT COMP-2014" ; +label variable ER65272 "HEAD WORKERS COMPENSATION-2014" ; +label variable ER65273 "ACCURACY OF HEAD WORKERS COMP-2014" ; +label variable ER65274 "CHILD SUPPORT RECEIVED BY HEAD-2014" ; +label variable ER65275 "ACCURACY OF HEAD CHILD SUPPORT-2014" ; +label variable ER65276 "HEAD INCOME FROM ALIMONY-2014" ; +label variable ER65277 "ACCURACY OF HEAD ALIMONY-2014" ; +label variable ER65278 "HEAD HELP FROM RELATIVES-2014" ; +label variable ER65279 "ACCURACY OF HEAD HELP FROM RELS-2014" ; +label variable ER65280 "HEAD HELP FROM OTHERS-2014" ; +label variable ER65281 "ACCURACY OF HEAD HELP FROM OTHERS-2014" ; +label variable ER65282 "HEAD MISCELLANEOUS TRANSFERS-2014" ; +label variable ER65283 "ACCURACY OF HD MISC TRANSFERS-2014" ; +label variable ER65284 "SPOUSE INCOME FROM TANF, ETC.-2014" ; +label variable ER65285 "ACCURACY OF SPOUSE INCOME FROM TANF-2014" ; +label variable ER65286 "SPOUSE SSI-2014" ; +label variable ER65287 "ACCURACY OF SPOUSE SSI-2014" ; +label variable ER65288 "SPOUSE OTHER WELFARE-2014" ; +label variable ER65289 "ACCURACY OF SPOUSE OTHER WELFARE-2014" ; +label variable ER65290 "SPOUSE VA PENSION-2014" ; +label variable ER65291 "ACCURACY OF SPOUSE VA PENSION-2014" ; +label variable ER65292 "SPOUSE RETIREMENT/PENSIONS-2014" ; +label variable ER65293 "ACCURACY OF SPOUSE RETIREMENT-2014" ; +label variable ER65294 "SPOUSE ANNUITIES-2014" ; +label variable ER65295 "ACCURACY OF SPOUSE ANNUITIES-2014" ; +label variable ER65296 "SPOUSE IRAS-2014" ; +label variable ER65297 "ACCURACY OF SPOUSE IRAS-2014" ; +label variable ER65298 "SPOUSE OTHER RETIREMENT-2014" ; +label variable ER65299 "ACCURACY OF SPOUSE OTHER RETIREMENT-2014" ; +label variable ER65300 "SPOUSE UNEMPLOYMENT COMPENSATION-2014" ; +label variable ER65301 "ACCURACY OF SPOUSE UNEMP COMP-2014" ; +label variable ER65302 "SPOUSE WORKERS COMPENSATION-2014" ; +label variable ER65303 "ACCURACY OF SPOUSE WORKERS COMP-2014" ; +label variable ER65304 "CHILD SUPPORT RECEIVED BY SPOUSE-2014" ; +label variable ER65305 "ACCURACY OF SPOUSE CHILD SUPPORT-2014" ; +label variable ER65306 "SPOUSE ALIMONY-2014" ; +label variable ER65307 "ACCURACY OF SPOUSE ALIMONY-2014" ; +label variable ER65308 "SPOUSE HELP FROM RELATIVES-2014" ; +label variable ER65309 "ACCURACY OF SPOUSE HELP FROM RELS-2014" ; +label variable ER65310 "SPOUSE HELP FROM OTHERS-2014" ; +label variable ER65311 "ACCURACY OF SPOUSE HELP FROM OTHERS-2014" ; +label variable ER65312 "SPOUSE MISCELLANEOUS TRANSFERS-2014" ; +label variable ER65313 "ACCURACY OF SP MISC TRANSFERS-2014" ; +label variable ER65314 "HEAD AND SPOUSE TRANSFER INCOME-2014" ; +label variable ER65315 "HEAD WAGE RATE-2014" ; +label variable ER65316 "SPOUSE WAGE RATE-2014" ; +label variable ER65317 "TOTAL LABOR INCOME OF OTR FU MEMBRS-2014" ; +label variable ER65318 "ACCURACY OF OTR FU MEMBR LABOR Y-2014" ; +label variable ER65319 "TOTAL ASSET INCOME OF OTR FU MEMBRS-2014" ; +label variable ER65320 "ACCURACY OF OTR FU MEMBR ASSET Y-2014" ; +label variable ER65321 "TAXABLE INCOME OF OTHER FU MEMBERS-2014" ; +label variable ER65322 "OTR FU MEMBR INCOME FROM TANF, ETC.-2014" ; +label variable ER65323 "ACCURACY OF OFUM INCOME FROM TANF-2014" ; +label variable ER65324 "OTR FU MEMBERS SSI-2014" ; +label variable ER65325 "ACCURACY OF OTR FU MEMBERS SSI-2014" ; +label variable ER65326 "OTR FU MEMBERS OTHER WELFARE-2014" ; +label variable ER65327 "ACCURACY OF OFUM OTHER WELFARE-2014" ; +label variable ER65328 "OTHER FU MEMBERS VA PENSION-2014" ; +label variable ER65329 "ACCURACY OF OTR FU MEMBR VA PENSION-2014" ; +label variable ER65330 "OTHER FU MEMBR RETIREMENT/ANNUITIES-2014" ; +label variable ER65331 "ACCURACY OF OFUM RETIREMENT-2014" ; +label variable ER65332 "OFUM UNEMPLOYMENT COMPENSATION-2014" ; +label variable ER65333 "ACCURACY OF OFUM UNEMPLOYMENT COMP-2014" ; +label variable ER65334 "OTR FU MEMBERS WORKERS COMPENSATION-2014" ; +label variable ER65335 "ACCURACY OF OFUM WORKERS COMP-2014" ; +label variable ER65336 "OFUM INCOME FROM CHILD SUPPORT-2014" ; +label variable ER65337 "ACCURACY OF OFUM CHILD SUPPORT-2014" ; +label variable ER65338 "OTR FU MEMBERS HELP FROM RELATIVES-2014" ; +label variable ER65339 "ACCURACY OF OFUM HELP FROM RELS-2014" ; +label variable ER65340 "OFUM MISCELLANEOUS TRANSFERS-2014" ; +label variable ER65341 "ACCURACY OF OFUM MISC TRANSFERS-2014" ; +label variable ER65342 "TOTAL TRANSFER INCOME OF OFUMS-2014" ; +label variable ER65343 "HEAD SOCIAL SECURITY INCOME-2014" ; +label variable ER65344 "ACCURACY OF HEAD SOCIAL SECURITY-2014" ; +label variable ER65345 "SPOUSE SOCIAL SECURITY INCOME-2014" ; +label variable ER65346 "ACCURACY OF SPOUSE SOCIAL SECURITY-2014" ; +label variable ER65347 "OFUM SOCIAL SECURITY INCOME-2014" ; +label variable ER65348 "ACCURACY OF OFUM SOCIAL SECURITY-2014" ; +label variable ER65349 "TOTAL FAMILY INCOME-2014" ; +label variable ER65350 "IMP WTR FARM/BUS (W10) 2015" ; +label variable ER65351 "ACC WTR FARM/BUS (W10) 2015" ; +label variable ER65352 "IMP VALUE FARM/BUS ASSET (W11A) 2015" ; +label variable ER65353 "ACC VALUE FARM/BUS ASSET (W11A) 2015" ; +label variable ER65354 "IMP VALUE FARM/BUS DEBT (W11B) 2015" ; +label variable ER65355 "ACC VALUE FARM/BUS DEBT (W11B) 2015" ; +label variable ER65356 "IMP WTR CHECKING/SAVING (W27) 2015" ; +label variable ER65357 "ACC WTR CHECKING/SAVING (W27) 2015" ; +label variable ER65358 "IMP VAL CHECKING/SAVING (W28) 2015" ; +label variable ER65359 "ACC VAL CHECKING/SAVING (W28) 2015" ; +label variable ER65360 "IMP WTR OTH REAL ESTATE (W1) 2015" ; +label variable ER65361 "ACC WTR OTH REAL ESTATE (W1) 2015" ; +label variable ER65362 "IMP VAL OTH REAL ESTATE ASSET (W2A) 2015" ; +label variable ER65363 "ACC VAL OTH REAL ESTATE ASSET (W2A) 2015" ; +label variable ER65364 "IMP VAL OTH REAL ESTATE DEBT (W2B) 2015" ; +label variable ER65365 "ACC VAL OTH REAL ESTATE DEBT (W2B) 2015" ; +label variable ER65366 "IMP WTR STOCKS (W15) 2015" ; +label variable ER65367 "ACC WTR STOCKS (W15) 2015" ; +label variable ER65368 "IMP VALUE STOCKS (W16) 2015" ; +label variable ER65369 "ACC VALUE STOCKS (W16) 2015" ; +label variable ER65370 "IMP VALUE VEHICLES (W6) 2015" ; +label variable ER65371 "ACC VALUE VEHICLES (W6) 2015" ; +label variable ER65372 "IMP WTR OTH ASSETS (W33) 2015" ; +label variable ER65373 "ACC WTR OTH ASSETS (W33) 2015" ; +label variable ER65374 "IMP VALUE OTH ASSETS (W34) 2015" ; +label variable ER65375 "ACC VALUE OTH ASSETS (W34) 2015" ; +label variable ER65376 "IMP WTR ANNUITY/IRA (W21) 2015" ; +label variable ER65377 "ACC WTR ANNUITY/IRA (W21) 2015" ; +label variable ER65378 "IMP VALUE ANNUITY/IRA (W22) 2015" ; +label variable ER65379 "ACC VALUE ANNUITY/IRA (W22) 2015" ; +label variable ER65380 "IMP WTR CREDIT CARD DEBT (W38A) 2015" ; +label variable ER65381 "ACC WTR CREDIT CARD DEBT (W38A) 2015" ; +label variable ER65382 "IMP VAL CREDIT CARD DEBT (W39A) 2015" ; +label variable ER65383 "ACC VAL CREDIT CARD DEBT (W39A) 2015" ; +label variable ER65384 "IMP WTR STUDENT LOAN DEBT (W38B1) 2015" ; +label variable ER65385 "ACC WTR STUDENT LOAN DEBT (W38B1) 2015" ; +label variable ER65386 "IMP VAL STUDENT LOAN DEBT (W39B1) 2015" ; +label variable ER65387 "ACC VAL STUDENT LOAN DEBT (W39B1) 2015" ; +label variable ER65388 "IMP WTR MEDICAL DEBT (W38B2) 2015" ; +label variable ER65389 "ACC WTR MEDICAL DEBT (W38B2) 2015" ; +label variable ER65390 "IMP VAL MEDICAL DEBT (W39B2) 2015" ; +label variable ER65391 "ACC VAL MEDICAL DEBT (W39B2) 2015" ; +label variable ER65392 "IMP WTR LEGAL DEBT (W38B3) 2015" ; +label variable ER65393 "ACC WTR LEGAL DEBT (W38B3) 2015" ; +label variable ER65394 "IMP VAL LEGAL DEBT (W39B3) 2015" ; +label variable ER65395 "ACC VAL LEGAL DEBT (W39B3) 2015" ; +label variable ER65396 "IMP WTR FAMILY LOAN DEBT (W38B4) 2015" ; +label variable ER65397 "ACC WTR FAMILY LOAN DEBT (W38B4) 2015" ; +label variable ER65398 "IMP VAL FAMILY LOAN DEBT (W39B4) 2015" ; +label variable ER65399 "ACC VAL FAMILY LOAN DEBT (W39B4) 2015" ; +label variable ER65400 "IMP WTR OTHER DEBT (W38B7) 2015" ; +label variable ER65401 "ACC WTR OTHER DEBT (W38B7) 2015" ; +label variable ER65402 "IMP VAL OTHER DEBT (W38B7) 2015" ; +label variable ER65403 "ACC VAL OTHER DEBT (W38B7) 2015" ; +label variable ER65404 "IMP VALUE HOME EQUITY 2015" ; +label variable ER65405 "ACC VALUE HOME EQUITY 2015" ; +label variable ER65406 "IMP WEALTH W/O EQUITY (WEALTH1) 2015" ; +label variable ER65407 "ACC WEALTH W/O EQUITY (WEALTH1) 2015" ; +label variable ER65408 "IMP WEALTH W/ EQUITY (WEALTH2) 2015" ; +label variable ER65409 "ACC WEALTH W/ EQUITY (WEALTH2) 2015" ; +label variable ER65410 "FOOD EXPENDITURE 2015" ; +label variable ER65411 "FOOD AT HOME EXPENDITURE 2015" ; +label variable ER65412 "FOOD AWAY FROM HOME EXPENDITURE 2015" ; +label variable ER65413 "FOOD DELIVERED EXPENDITURE 2015" ; +label variable ER65414 "HOUSING EXPENDITURE 2015" ; +label variable ER65415 "MORTGAGE EXPENDITURE 2015" ; +label variable ER65416 "RENT EXPENDITURE 2015" ; +label variable ER65417 "PROPERTY TAX EXPENDITURE 2015" ; +label variable ER65418 "HOME INSURANCE 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INDICATOR" ; +label variable ER65453 "BEALE RURAL-URBAN CODE" ; +label variable ER65454 "SIZE LARGEST CITY IN COUNTY" ; +label variable ER65455 "REGION HD GREW UP" ; +label variable ER65456 "HD GEOGRAPHIC MOBILITY" ; +label variable ER65457 "REGION SP GREW UP" ; +label variable ER65458 "SP GEOGRAPHIC MOBILITY" ; +label variable ER65459 "COMPLETED ED-HD" ; +label variable ER65460 "COMPLETED ED-SP" ; +label variable ER65461 "MARITAL STATUS-GENERATED" ; +label variable ER65462 "CHANGE IN MARITAL STATUS" ; +label variable ER65463 "COUPLE STATUS OF HEAD" ; +label variable ER65464 "YEAR NEW HEAD IN FU" ; +label variable ER65465 "YEAR NEW SPOUSE IN FU" ; +label variable ER65466 "HEAD-SPOUSE SAMPLE STATUS" ; +label variable ER65467 "NUMBER OF SPLITOFFS FROM MAIN FAM" ; +label variable ER65468 "MAIN FAMILY ID FOR SPLITOFF" ; +label variable ER65469 "CURRENT YR ID OF 1ST OTHER FU IN HU" ; +label variable ER65470 "REL OF 1ST OTHER FU" ; +label variable ER65471 "SIZE OF 1ST OTHER FU" ; +label 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long ER71517 9259 - 9268 + long ER71518 9269 - 9278 long ER71519 9279 - 9288 long ER71520 9289 - 9298 + long ER71521 9299 - 9308 ER71522 9309 - 9318 long ER71523 9319 - 9328 + long ER71524 9329 - 9338 long ER71525 9339 - 9348 long ER71526 9349 - 9358 + long ER71527 9359 - 9368 long ER71528 9369 - 9373 long ER71529 9374 - 9378 + ER71530 9379 - 9379 ER71531 9380 - 9380 ER71532 9381 - 9382 + ER71533 9383 - 9383 ER71534 9384 - 9384 ER71535 9385 - 9385 + ER71536 9386 - 9386 ER71537 9387 - 9387 ER71538 9388 - 9389 + ER71539 9390 - 9391 ER71540 9392 - 9392 ER71541 9393 - 9393 + ER71542 9394 - 9394 ER71543 9395 - 9398 ER71544 9399 - 9402 + ER71545 9403 - 9403 ER71546 9404 - 9404 ER71547 9405 - 9409 + ER71548 9410 - 9414 ER71549 9415 - 9415 ER71550 9416 - 9417 + ER71551 9418 - 9422 ER71552 9423 - 9423 ER71553 9424 - 9425 + ER71554 9426 - 9430 ER71555 9431 - 9431 ER71556 9432 - 9433 + ER71557 9434 - 9438 ER71558 9439 - 9439 ER71559 9440 - 9441 + ER71560 9442 - 9446 ER71561 9447 - 9447 ER71562 9448 - 9448 + ER71563 9449 - 9449 ER71564 9450 - 9450 ER71565 9451 - 9451 + ER71566 9452 - 9452 ER71567 9453 - 9453 ER71568 9454 - 9454 + ER71569 9455 - 9455 ER71570 9456 - 9462 long ER71571 9463 - 9471 +using FAM2017ER.txt, clear +; +label variable ER66001 "RELEASE NUMBER" ; +label variable ER66002 "2017 FAMILY INTERVIEW (ID) NUMBER" ; +label variable ER66003 "PSID STATE OF RESIDENCE CODE" ; +label variable ER66004 "CURRENT STATE" ; +label variable ER66005 "SPLITOFF INDICATOR" ; +label variable ER66006 "MODE OF INTERVIEW" ; +label variable ER66007 "FAMILY COMPOSITION CHANGE" ; +label variable ER66008 "TYPE INSTITUTION" ; +label variable ER66009 "1968 FAMILY IDENTIFIER" ; +label variable ER66010 "WTR REINSTATED DROPPED FAMILY" ; +label variable ER66011 "INTERVIEWER ID" ; +label variable ER66012 "MONTH CURRENT IW" ; +label variable ER66013 "DAY CURRENT IW" ; +label variable ER66014 "YEAR CURRENT IW" ; +label variable ER66015 "LENGTH OF IW IN MINUTES" ; +label variable ER66016 "# IN FU" ; +label variable ER66017 "AGE OF REFERENCE PERSON" ; +label variable ER66018 "SEX OF REFERENCE PERSON" ; +label variable ER66019 "AGE OF SPOUSE" ; +label variable ER66020 "SEX OF SPOUSE" ; +label variable ER66021 "# CHILDREN IN FU" ; +label variable ER66022 "AGE YOUNGEST CHILD" ; +label variable ER66023 "# NONFU SHARING HU" ; +label variable ER66024 "REFERENCE PERSON MARITAL STATUS" ; +label variable ER66025 "A3 LIFE SATISFACTION" ; +label variable ER66026 "A4 TYPE DU" ; +label variable ER66027 "A6A WTR SENIOR HOUSING" ; +label variable ER66028 "A7A WTR SENIOR SERVICES" ; +label variable ER66029 "A8 ACTUAL # ROOMS" ; +label variable ER66030 "A19 OWN/RENT OR WHAT" ; +label variable ER66031 "A20 HOUSE VALUE" ; +label variable ER66032 "ACCURACY OF HOUSE VALUE" ; +label variable ER66033 "A20A WTR HOUSE WORTH 200,000+" ; +label variable ER66034 "A20B WTR HOUSE WORTH 300,000+" ; +label variable ER66035 "A20C WTR HOUSE WORTH 500,000+" ; +label variable ER66036 "A20D WTR HOUSE WORTH 100,000+" ; +label variable ER66037 "A20E WTR HOUSE WORTH 50,000+" ; +label variable ER66038 "A20A1 RENTAL VALUE AMOUNT" ; +label variable ER66039 "A20A1 RENTAL VALUE PER" ; +label variable ER66040 "A20F WTR RENTS LOT" ; +label variable ER66041 "A20G DOLLARS LOT RENT" ; +label variable ER66042 "A20G DOLLARS PER WHAT" ; +label variable ER66043 "ACCURACY OF LOT RENT" ; +label variable ER66044 "A20H WTR LOT RENT INCUDES WATER/SEWER" ; +label variable ER66045 "A21 ANNUAL PROPERTY TAX" ; +label variable ER66046 "ACCURACY OF ANNUAL PROPERTY TAX" ; +label variable ER66047 "A22 ANNUAL OWNR INSURANC" ; +label variable ER66048 "A23 HAVE MORTGAGE?" ; +label variable ER66049 "A23A TYPE MORTGAGE MOR 1" ; +label variable ER66050 "A23B WTR ORIGINAL LOAN/REFINANCED #1" ; +label variable ER66051 "A24 REM PRINCIPAL MOR 1" ; +label variable ER66052 "ACCURACY OF REMAINING MORTGAGE PRIN #1" ; +label variable ER66053 "A25 MNTHLY PMTS MOR 1" ; +label variable ER66054 "ACCURACY OF MONTHLY PYMNTS ON MTGE #1" ; +label variable ER66055 "A25A1 MTG INCL PROP TAXES #1" ; +label variable ER66056 "A25A2 MTG INCL INS PREM #1" ; +label variable ER66057 "A25A3 WTR CURR INT RATE FIXED/VARBLE #1" ; +label variable ER66058 "A25A4 CURR INTEREST RATE WHOLE PRCNT #1" ; +label variable ER66059 "A25A4 CURR INT RATE DECIMAL FRACTION #1" ; +label variable ER66060 "A26 YEAR OBTAINED LOAN #1" ; +label variable ER66061 "A27 YRS TO PAY MOR # 1" ; +label variable ER66062 "A27A WTR BEHIND ON MTGE # 1" ; +label variable ER66063 "A27B MONTHS BEHIND ON MTGE # 1" ; +label variable ER66064 "A27C WTR FORECLOSURE ON MTGE # 1" ; +label variable ER66065 "A27D MONTH FORECLOSURE ON MTGE # 1" ; +label variable ER66066 "A27E YEAR FORECLOSURE ON MTGE # 1" ; +label variable ER66067 "A27F WTR RESTRUCTURED MTGE # 1" ; +label variable ER66068 "A27G LIKELY TO FALL BEHIND ON MTGE #1" ; +label variable ER66069 "A28 2ND MORTGAGE" ; +label variable ER66070 "A23A TYPE MORTGAGE MOR 2" ; +label variable ER66071 "A23B WTR ORIGINAL LOAN/REFINANCED #2" ; +label variable ER66072 "A24 REM PRINCIPAL MOR 2" ; +label variable ER66073 "ACCURACY OF REMAINING MORTGAGE PRIN #2" ; +label variable ER66074 "A25 MNTHLY PMTS MOR 2" ; +label variable ER66075 "ACCURACY OF MONTHLY PYMNTS ON MTGE #2" ; +label variable ER66076 "A25A1 MTG INCL PROP TAXES #2" ; +label variable ER66077 "A25A2 MTG INCL INS PREM #2" ; +label variable ER66078 "A25A3 WTR CURR INT RATE FIXED/VARBLE #2" ; +label variable ER66079 "A25A4 CURR INTEREST RATE WHOLE PRCNT #2" ; +label variable ER66080 "A25A4 CURR INT RATE DECIMAL FRACTION #2" ; +label variable ER66081 "A26 YEAR OBTAINED LOAN #2" ; +label variable ER66082 "A27 YRS TO PAY MOR # 2" ; +label variable ER66083 "A27A WTR BEHIND ON MTGE # 2" ; +label variable ER66084 "A27B MONTHS BEHIND ON MTGE # 2" ; +label variable ER66085 "A27C WTR FORECLOSURE ON MTGE # 2" ; +label variable ER66086 "A27D MONTH FORECLOSURE ON MTGE # 2" ; +label variable ER66087 "A27E YEAR FORECLOSURE ON MTGE # 2" ; +label variable ER66088 "A27F WTR RESTRUCTURED MTGE # 2" ; +label variable ER66089 "A27G LIKELY TO FALL BEHIND ON MTGE # 2" ; +label variable ER66090 "A31 DOLLARS RENT" ; +label variable ER66091 "A31 DOLLARS PER WHAT" ; +label variable ER66092 "ACCURACY OF RENT" ; +label variable ER66093 "A31A WTR WATER/SEWER INCLUDED IN RENT" ; +label variable ER66094 "A31B FURNISHED APT/HOUSE" ; +label variable ER66095 "A31C RENT INCL HEAT" ; +label variable ER66096 "A32 IN PUBLIC OWND PROJ?" ; +label variable ER66097 "A33 GOVT PAY PART RENT?" ; +label variable ER66098 "A35 DOLLARS RENT IF RENT" ; +label variable ER66099 "A35 DOLLARS PER WHAT" ; +label variable ER66100 "ACCURACY OF VALUE IF RENTED" ; +label variable ER66101 "A36 IN PUBLIC OWND PROJ?" ; +label variable ER66102 "A37 GOVT PAY ALL RENT?" ; +label variable ER66103 "A37A WTR FORCLOSURE BEG OTR HOME" ; +label variable ER66104 "A37B MONTH FORCLOSURE OTR HOME" ; +label variable ER66105 "A37C YEAR FORCLOSURE OTR HOME" ; +label variable ER66106 "A37D WTR FORECLOSURED OTR HOME" ; +label variable ER66107 "A37E WTR LOST OTR HOME FORECLOSURE" ; +label variable ER66108 "A37F WTR MAIN RESIDENCE OTR HOME" ; +label variable ER66109 "A37G AMT STILL OWED OTR HOME" ; +label variable ER66110 "A42 WTR GAS/ELEC COSTS ON ONE BILL" ; +label variable ER66111 "A42A FUEL EXPENSE" ; +label variable ER66112 "A42A FUEL EXPENSE PER" ; +label variable ER66113 "A42B ELECTRICITY EXPENSE" ; +label variable ER66114 "A42B ELECTRICITY PER" ; +label variable ER66115 "A42C COMBINED GAS/ELECT EXPENSE" ; +label variable ER66116 "A42C COMBINED GAS/ELECT EXPENSE PER" ; +label variable ER66117 "A43 WATER/SEWER EXPENSE" ; +label variable ER66118 "A43 WATER/SEWER EXPENSE PER" ; +label variable ER66119 "A44 TELEPHONE EXPENSE" ; +label variable ER66120 "A44 TELEPHONE EXPENSE PER" ; +label variable ER66121 "A45 WTR OTR UTILITY EXP" ; +label variable ER66122 "A45A GARBAGE EXPENSE" ; +label variable ER66123 "A45B TOTAL OTR UTILITIES" ; +label variable ER66124 "A45B OTR UTILITIES PER" ; +label variable ER66125 "A40 TYPE HEATING 1ST MENTION" ; +label variable ER66126 "A40 TYPE HEATING 2ND MENTION" ; +label variable ER66127 "A40 TYPE HEATING 3RD MENTION" ; +label variable ER66128 "A46 RECD GOVT HTG SUBSDY" ; +label variable ER66129 "A46A AMT GOVT HTG SUBSDY" ; +label variable ER66130 "A46A AMT GOVT HTG SUBSDY PER" ; +label variable ER66131 "A46A PERCENT GOVT HTG SUBSDY" ; +label variable ER66132 "A57A WTR COMPUTER DEVICE IN HOME-RP" ; +label variable ER66133 "A57B HOW OFTEN NET VIA CMPTR PAST MTH-RP" ; +label variable ER66134 "A57C WTR NET VIA COMPUTER PAST YEAR-RP" ; +label variable ER66135 "A57D WTR NET VIA CMPTR OUTSIDE HOME-RP" ; +label variable ER66136 "A57E WTR SMART PHONE-RP" ; +label variable ER66137 "A57F HOW OFTEN TEXTED PAST MTH-RP" ; +label variable ER66138 "A57G NET VIA SMART PHONE PAST MTH-RP" ; +label variable ER66139 "A57H NET VIA SMART PHONE PAST YEAR-RP" ; +label variable ER66140 "A57J WTR HAVE CELL PHONE-RP" ; +label variable ER66141 "A57K HOW OFTEN TEXTED PAST MTH-RP" ; +label variable ER66142 "A57L HOW OFTEN EMAIL PAST MTH-RP" ; +label variable ER66143 "A57M WTR USED EMAIL PAST YEAR-RP" ; +label variable ER66144 "A57A WTR COMPUTER DEVICE IN HOME-SP" ; +label variable ER66145 "A57B HOW OFTEN NET VIA CMPTR PAST MTH-SP" ; +label variable ER66146 "A57C WTR NET VIA COMPUTER PAST YEAR-SP" ; +label variable ER66147 "A57D WTR NET VIA CMPTR OUTSIDE HOME-SP" ; +label variable ER66148 "A57E WTR SMART PHONE-SP" ; +label variable ER66149 "A57F HOW OFTEN TEXTED PAST MTH-SP" ; +label variable ER66150 "A57G NET VIA SMART PHONE PAST MTH-SP" ; +label variable ER66151 "A57H NET VIA SMART PHONE PAST YEAR-SP" ; +label variable ER66152 "A57J WTR HAVE CELL PHONE-SP" ; +label variable ER66153 "A57K HOW OFTEN TEXTED PAST MTH-SP" ; +label variable ER66154 "A57L HOW OFTEN EMAIL PAST MTH-SP" ; +label variable ER66155 "A57M WTR USED EMAIL PAST YEAR-SP" ; +label variable ER66156 "A49 WTR MOVED SINCE JAN 1 OF PRIOR YEAR" ; +label variable ER66157 "A49 MONTH MOVED" ; +label variable ER66158 "A49 YEAR MOVED" ; +label variable ER66159 "A50 WHY MOVED 1ST MENTION" ; +label variable ER66160 "A50 WHY MOVED 2ND MENTION" ; +label variable ER66161 "A50 WHY MOVED 3RD MENTION" ; +label variable ER66162 "A51 WTR MIGHT MOVE" ; +label variable ER66163 "A52 LIKELIHOOD OF MOVING" ; +label variable ER66164 "BC1 EMPLOYMENT STATUS-1ST MENTION" ; +label variable ER66165 "BC1 EMPLOYMENT STATUS-2ND MENTION" ; +label variable ER66166 "BC1 EMPLOYMENT STATUS-3RD MENTION" ; +label variable ER66167 "BC2 YEAR RETIRED" ; +label variable ER66168 "BC3 WTR WORK FOR MONEY" ; +label variable ER66169 "BC3A WTR WORKD SINCE JAN 1 OF PRIOR YEAR" ; +label variable ER66170 "BC14A_B WEEKS EMPLOYED LAST YEAR" ; +label variable ER66171 "ACCURACY OF RP WKS EMPLOYED LAST YEAR" ; +label variable ER66172 "BC14BB AVERAGE HOURS WORKED LAST YEAR" ; +label variable ER66173 "ACCURACY OF RP HOURS WORKED LAST YEAR" ; +label variable ER66174 "BC14B3 WTR ADDITIONAL OT HOURS LAST YEAR" ; +label variable ER66175 "BC14B4 AVERAGE OVERTIME HOURS LAST YEAR" ; +label variable ER66176 "BC14B4 AVERAGE OVERTIME HOURS PER WHAT" ; +label variable ER66177 "ACCURACY OF RP OT HOURS WRKD LAST YR" ; +label variable ER66178 "BC16-17 MAIN JOB INDICATOR" ; +label variable ER66179 "BC6 BEGINNING MONTH--JOB 1" ; +label variable ER66180 "BC6 BEGINNING YEAR--JOB 1" ; +label variable ER66181 "BC6 ENDING MONTH--JOB 1" ; +label variable ER66182 "BC6 ENDING YEAR--JOB 1" ; +label variable ER66183 "BC6 WTR EMPLOYED--JOB 1 JAN" ; +label variable ER66184 "BC6 WTR EMPLOYED--JOB 1 FEB" ; +label variable ER66185 "BC6 WTR EMPLOYED--JOB 1 MAR" ; +label variable ER66186 "BC6 WTR EMPLOYED--JOB 1 APR" ; +label variable ER66187 "BC6 WTR EMPLOYED--JOB 1 MAY" ; +label variable ER66188 "BC6 WTR EMPLOYED--JOB 1 JUN" ; +label variable ER66189 "BC6 WTR EMPLOYED--JOB 1 JUL" ; +label variable ER66190 "BC6 WTR EMPLOYED--JOB 1 AUG" ; +label variable ER66191 "BC6 WTR EMPLOYED--JOB 1 SEP" ; +label variable ER66192 "BC6 WTR EMPLOYED--JOB 1 OCT" ; +label variable ER66193 "BC6 WTR EMPLOYED--JOB 1 NOV" ; +label variable ER66194 "BC6 WTR EMPLOYED--JOB 1 DEC" ; +label variable ER66195 "BC20 MAIN OCC FOR JOB 1: 2010 CODE (RP)" ; +label variable ER66196 "BC21 MAIN IND FOR JOB 1: 2012 CODE (RP)" ; +label variable ER66197 "BC21B AVERAGE COMMUTE TIME (RP)" ; +label variable ER66198 "BC22 WORK SELF/OTR?--JOB 1" ; +label variable ER66199 "BC23 CORP/UNCORP BUS--JOB 1" ; +label variable ER66200 "BC24 WORK FOR GOVT?--JOB 1" ; +label variable ER66201 "BC25A NUMBER EMPLOYED AT WORK LOCATION" ; +label variable ER66202 "BC25B WTR 200 OR MORE" ; +label variable ER66203 "BC25C WTR 100 OR MORE" ; +label variable ER66204 "BC25D WTR 50 OR MORE" ; +label variable ER66205 "BC25E WTR 500 OR MORE" ; +label variable ER66206 "BC25F WTR 1000 OR MORE" ; +label variable ER66207 "BC26 JOB NOW UNION? (RP-E)" ; +label variable ER66208 "BC27 BELONG UNION? (RP-E)" ; +label variable ER66209 "BC28A WTR JOB REQUIRES COMPUTER USE" ; +label variable ER66210 "BC29 SLRY/HRLY/OTR (RP-E)" ; +label variable ER66211 "BC30 SALARY AMOUNT" ; +label variable ER66212 "BC30 SALARY PER WHAT" ; +label variable ER66213 "BC31 WTR SAL PD OT (RP-E)" ; +label variable ER66214 "BC32 HOW PAID FOR OT" ; +label variable ER66215 "BC32A EXACT OT PAY IF SALARIED" ; +label variable ER66216 "BC32A EXACT OT PAY PER" ; +label variable ER66217 "BC33 HOURLY REGULAR RATE" ; +label variable ER66218 "BC34 OT DIFFERENTIAL 1ST" ; +label variable ER66219 "BC34 OT DIFFERENTIAL 2ND" ; +label variable ER66220 "BC34 OT DIFFERENTIAL 3RD" ; +label variable ER66221 "BC34A EXACT OT PAY IF HOURLY" ; +label variable ER66222 "BC34A EXACT OT PAY PER" ; +label variable ER66223 "BC36 AVG TIPS/COMM" ; +label variable ER66224 "BC36 TIPS/COMM PER WHAT" ; +label variable ER66225 "BC37 AVG TIPS/COMM" ; +label variable ER66226 "BC37 TIPS/COMM PER WHAT" ; +label variable ER66227 "BC38 HOW PAID-OTR (RP-E)" ; +label variable ER66228 "BC39 OT RATE" ; +label variable ER66229 "BC39ACKPT WTR ONE OR MORE CURRENT JOBS" ; +label variable ER66230 "BC39A HOURS WORKED PER WEEK ON CMJ" ; +label variable ER66231 "BC41 YRS PRES EMP (RP-E)" ; +label variable ER66232 "BC41 MOS PRES EMP (RP-E)" ; +label variable ER66233 "BC41 WKS PRES EMP (RP-E)" ; +label variable ER66234 "BC43 HOURS/WEEK WORKED--JOB 1" ; +label variable ER66235 "ACCURACY OF HR/WK WORKED--RP JOB 1" ; +label variable ER66236 "BC44 WTR WORKED OT--JOB 1" ; +label variable ER66237 "BC45 AMT OF OT WORKED--JOB 1" ; +label variable ER66238 "BC45 OT TIME UNIT--JOB 1" ; +label variable ER66239 "ACCURACY OF OT--RP JOB 1" ; +label variable ER66240 "BC46 AMOUNT EARNED LAST YEAR--JOB 1" ; +label variable ER66241 "BC46 PER FOR AMT EARNED LAST YR--JOB 1" ; +label variable ER66242 "BC51 WHY LAST JOB END (RP-U)" ; +label variable ER66243 "BC6 BEGINNING MONTH--JOB 2" ; +label variable ER66244 "BC6 BEGINNING YEAR--JOB 2" ; +label variable ER66245 "BC6 ENDING MONTH--JOB 2" ; +label variable ER66246 "BC6 ENDING YEAR--JOB 2" ; +label variable ER66247 "BC6 WTR EMPLOYED--JOB 2 JAN" ; +label variable ER66248 "BC6 WTR EMPLOYED--JOB 2 FEB" ; +label variable ER66249 "BC6 WTR EMPLOYED--JOB 2 MAR" ; +label variable ER66250 "BC6 WTR EMPLOYED--JOB 2 APR" ; +label variable ER66251 "BC6 WTR EMPLOYED--JOB 2 MAY" ; +label variable ER66252 "BC6 WTR EMPLOYED--JOB 2 JUN" ; +label variable ER66253 "BC6 WTR EMPLOYED--JOB 2 JUL" ; +label variable ER66254 "BC6 WTR EMPLOYED--JOB 2 AUG" ; +label variable ER66255 "BC6 WTR EMPLOYED--JOB 2 SEP" ; +label variable ER66256 "BC6 WTR EMPLOYED--JOB 2 OCT" ; +label variable ER66257 "BC6 WTR EMPLOYED--JOB 2 NOV" ; +label variable ER66258 "BC6 WTR EMPLOYED--JOB 2 DEC" ; +label variable ER66259 "BC20 MAIN OCC FOR JOB 2: 2010 CODE (RP)" ; +label variable ER66260 "BC21 MAIN IND FOR JOB 2: 2012 CODE (RP)" ; +label variable ER66261 "BC22 WORK SELF/OTR?--JOB 2" ; +label variable ER66262 "BC23 CORP/UNCORP BUS--JOB 2" ; +label variable ER66263 "BC24 WORK FOR GOVT?--JOB 2" ; +label variable ER66264 "BC43 HOURS/WEEK WORKED--JOB 2" ; +label variable ER66265 "ACCURACY OF HR/WK WORKED--RP JOB 2" ; +label variable ER66266 "BC44 WTR WORKED OT--JOB 2" ; +label variable ER66267 "BC45 AMT OF OT WORKED--JOB 2" ; +label variable ER66268 "BC45 OT TIME UNIT--JOB 2" ; +label variable ER66269 "ACCURACY OF OT--RP JOB 2" ; +label variable ER66270 "BC46 AMOUNT EARNED LAST YEAR--JOB 2" ; +label variable ER66271 "BC46 PER FOR AMT EARNED LAST YR--JOB 2" ; +label variable ER66272 "BC51 WHY JOB ENDED--JOB 2" ; +label variable ER66273 "BC6 BEGINNING MONTH--JOB 3" ; +label variable ER66274 "BC6 BEGINNING YEAR--JOB 3" ; +label variable ER66275 "BC6 ENDING MONTH--JOB 3" ; +label variable ER66276 "BC6 ENDING YEAR--JOB 3" ; +label variable ER66277 "BC6 WTR EMPLOYED--JOB 3 JAN" ; +label variable ER66278 "BC6 WTR EMPLOYED--JOB 3 FEB" ; +label variable ER66279 "BC6 WTR EMPLOYED--JOB 3 MAR" ; +label variable ER66280 "BC6 WTR EMPLOYED--JOB 3 APR" ; +label variable ER66281 "BC6 WTR EMPLOYED--JOB 3 MAY" ; +label variable ER66282 "BC6 WTR EMPLOYED--JOB 3 JUN" ; +label variable ER66283 "BC6 WTR EMPLOYED--JOB 3 JUL" ; +label variable ER66284 "BC6 WTR EMPLOYED--JOB 3 AUG" ; +label variable ER66285 "BC6 WTR EMPLOYED--JOB 3 SEP" ; +label variable ER66286 "BC6 WTR EMPLOYED--JOB 3 OCT" ; +label variable ER66287 "BC6 WTR EMPLOYED--JOB 3 NOV" ; +label variable ER66288 "BC6 WTR EMPLOYED--JOB 3 DEC" ; +label variable ER66289 "BC20 MAIN OCC FOR JOB 3: 2010 CODE (RP)" ; +label variable ER66290 "BC21 MAIN IND FOR JOB 3: 2012 CODE (RP)" ; +label variable ER66291 "BC22 WORK SELF/OTR?--JOB 3" ; +label variable ER66292 "BC23 CORP/UNCORP BUS--JOB 3" ; +label variable ER66293 "BC24 WORK FOR GOVT?--JOB 3" ; +label variable ER66294 "BC43 HOURS/WEEK WORKED--JOB 3" ; +label variable ER66295 "ACCURACY OF HR/WK WORKED--RP JOB 3" ; +label variable ER66296 "BC44 WTR WORKED OT--JOB 3" ; +label variable ER66297 "BC45 AMT OF OT WORKED--JOB 3" ; +label variable ER66298 "BC45 OT TIME UNIT--JOB 3" ; +label variable ER66299 "ACCURACY OF OT--RP JOB 3" ; +label variable ER66300 "BC46 AMOUNT EARNED LAST YEAR--JOB 3" ; +label variable ER66301 "BC46 PER FOR AMT EARNED LAST YR--JOB 3" ; +label variable ER66302 "BC51 WHY JOB ENDED--JOB 3" ; +label variable ER66303 "BC6 BEGINNING MONTH--JOB 4" ; +label variable ER66304 "BC6 BEGINNING YEAR--JOB 4" ; +label variable ER66305 "BC6 ENDING MONTH--JOB 4" ; +label variable ER66306 "BC6 ENDING YEAR--JOB 4" ; +label variable ER66307 "BC6 WTR EMPLOYED--JOB 4 JAN" ; +label variable ER66308 "BC6 WTR EMPLOYED--JOB 4 FEB" ; +label variable ER66309 "BC6 WTR EMPLOYED--JOB 4 MAR" ; +label variable ER66310 "BC6 WTR EMPLOYED--JOB 4 APR" ; +label variable ER66311 "BC6 WTR EMPLOYED--JOB 4 MAY" ; +label variable ER66312 "BC6 WTR EMPLOYED--JOB 4 JUN" ; +label variable ER66313 "BC6 WTR EMPLOYED--JOB 4 JUL" ; +label variable ER66314 "BC6 WTR EMPLOYED--JOB 4 AUG" ; +label variable ER66315 "BC6 WTR EMPLOYED--JOB 4 SEP" ; +label variable ER66316 "BC6 WTR EMPLOYED--JOB 4 OCT" ; +label variable ER66317 "BC6 WTR EMPLOYED--JOB 4 NOV" ; +label variable ER66318 "BC6 WTR EMPLOYED--JOB 4 DEC" ; +label variable ER66319 "BC20 MAIN OCC FOR JOB 4: 2010 CODE (RP)" ; +label variable ER66320 "BC21 MAIN IND FOR JOB 4: 2012 CODE (RP)" ; +label variable ER66321 "BC22 WORK SELF/OTR?--JOB 4" ; +label variable ER66322 "BC23 CORP/UNCORP BUS--JOB 4" ; +label variable ER66323 "BC24 WORK FOR GOVT?--JOB 4" ; +label variable ER66324 "BC43 HOURS/WEEK WORKED--JOB 4" ; +label variable ER66325 "ACCURACY OF HR/WK WORKED--RP JOB 4" ; +label variable ER66326 "BC44 WTR WORKED OT--JOB 4" ; +label variable ER66327 "BC45 AMT OF OT WORKED--JOB 4" ; +label variable ER66328 "BC45 OT TIME UNIT--JOB 4" ; +label variable ER66329 "ACCURACY OF OT--RP JOB 4" ; +label variable ER66330 "BC46 AMOUNT EARNED LAST YEAR--JOB 4" ; +label variable ER66331 "BC46 PER FOR AMT EARNED LAST YR--JOB 4" ; +label variable ER66332 "BC51 WHY JOB ENDED--JOB 4" ; +label variable ER66333 "NUMBER OF ADDITIONAL JOBS--RP" ; +label variable ER66334 "BC10 WTR OTRS ILL (RP)" ; +label variable ER66335 "BC10 DAYS OTHERS SICK" ; +label variable ER66336 "ACCURACY OF DAYS OTRS SICK (RP)" ; +label variable ER66337 "BC10 WEEKS OTHERS SICK" ; +label variable ER66338 "ACCURACY OF WEEKS OTRS SICK (RP)" ; +label variable ER66339 "BC10 MONTHS OTHERS SICK" ; +label variable ER66340 "ACCURACY OF MONTHS OTRS SICK (RP)" ; +label variable ER66341 "BC11 WTR SELF ILL (RP)" ; +label variable ER66342 "BC11 DAYS SELF SICK" ; +label variable ER66343 "ACCURACY OF DAYS SELF ILL (RP)" ; +label variable ER66344 "BC11 WEEKS SELF SICK" ; +label variable ER66345 "ACCURACY OF WEEKS SELF ILL (RP)" ; +label variable ER66346 "BC11 MONTHS SELF SICK" ; +label variable ER66347 "ACCURACY OF MONTHS SELF ILL (RP)" ; +label variable ER66348 "BC12 WTR VACATION (RP)" ; +label variable ER66349 "BC12 DAYS VACATION" ; +label variable ER66350 "ACCURACY OF DAYS VACATION (RP)" ; +label variable ER66351 "BC12 WEEKS VACATION" ; +label variable ER66352 "ACCURACY OF WEEKS VACATION (RP)" ; +label variable ER66353 "BC12 MONTHS VACATION" ; +label variable ER66354 "ACCURACY OF MONTHS VACATION (RP)" ; +label variable ER66355 "BC13 WTR STRIKE (RP)" ; +label variable ER66356 "BC13 DAYS STRIKE" ; +label variable ER66357 "ACCURACY OF STRIKE DAYS (RP)" ; +label variable ER66358 "BC13 WEEKS STRIKE" ; +label variable ER66359 "ACCURACY OF STRIKE WEEKS (RP)" ; +label variable ER66360 "BC13 MONTHS STRIKE" ; +label variable ER66361 "ACCURACY OF STRIKE MONTHS (RP)" ; +label variable ER66362 "BC14 WTR LAID OFF (RP)" ; +label variable ER66363 "BC14 DAYS LAID OFF" ; +label variable ER66364 "ACCURACY OF DAYS LAID OFF (RP)" ; +label variable ER66365 "BC14 WEEKS LAID OFF" ; +label variable ER66366 "ACCURACY OF WEEKS LAID OFF (RP)" ; +label variable ER66367 "BC14 MONTHS LAID OFF" ; +label variable ER66368 "ACCURACY OF MONTHS LAID OFF (RP)" ; +label variable ER66369 "BC8 WTR UNEMPLOYED(RP)" ; +label variable ER66370 "BC8 DAYS UNEMPLOYED" ; +label variable ER66371 "ACCURACY OF DAYS UNEMPLOYED (RP)" ; +label variable ER66372 "BC8 WEEKS UNEMPLOYED" ; +label variable ER66373 "ACCURACY OF WEEKS UNEMPLOYED (RP)" ; +label variable ER66374 "BC8 MONTHS UNEMPLOYED" ; +label variable ER66375 "ACCURACY OF MONTHS UNEMPLOYED (RP)" ; +label variable ER66376 "BC8 WTR UNEMPLOYED JAN" ; +label variable ER66377 "BC8 WTR UNEMPLOYED FEB" ; +label variable ER66378 "BC8 WTR UNEMPLOYED MAR" ; +label variable ER66379 "BC8 WTR UNEMPLOYED APR" ; +label variable ER66380 "BC8 WTR UNEMPLOYED MAY" ; +label variable ER66381 "BC8 WTR UNEMPLOYED JUN" ; +label variable ER66382 "BC8 WTR UNEMPLOYED JUL" ; +label variable ER66383 "BC8 WTR UNEMPLOYED AUG" ; +label variable ER66384 "BC8 WTR UNEMPLOYED SEP" ; +label variable ER66385 "BC8 WTR UNEMPLOYED OCT" ; +label variable ER66386 "BC8 WTR UNEMPLOYED NOV" ; +label variable ER66387 "BC8 WTR UNEMPLOYED DEC" ; +label variable ER66388 "BC7 WTR OUT OF LABOR FORCE (RP)" ; +label variable ER66389 "BC7 DAYS OUT OF LABOR FORCE (RP)" ; +label variable ER66390 "ACCURACY OF DAYS OUT OF LAB FORCE (RP)" ; +label variable ER66391 "BC7 WEEKS OUT OF LABOR FORCE (RP)" ; +label variable ER66392 "ACCURACY OF WKS OUT OF LAB FORCE (RP)" ; +label variable ER66393 "BC7 MONTHS OUT OF LABOR FORCE (RP)" ; +label variable ER66394 "ACCURACY OF MOS OUT OF LAB FORCE (RP)" ; +label variable ER66395 "BC7 WTR OUT LAB FORCE JAN" ; +label variable ER66396 "BC7 WTR OUT LAB FORCE FEB" ; +label variable ER66397 "BC7 WTR OUT LAB FORCE MAR" ; +label variable ER66398 "BC7 WTR OUT LAB FORCE APR" ; +label variable ER66399 "BC7 WTR OUT LAB FORCE MAY" ; +label variable ER66400 "BC7 WTR OUT LAB FORCE JUN" ; +label variable ER66401 "BC7 WTR OUT LAB FORCE JUL" ; +label variable ER66402 "BC7 WTR OUT LAB FORCE AUG" ; +label variable ER66403 "BC7 WTR OUT LAB FORCE SEP" ; +label variable ER66404 "BC7 WTR OUT LAB FORCE OCT" ; +label variable ER66405 "BC7 WTR OUT LAB FORCE NOV" ; +label variable ER66406 "BC7 WTR OUT LAB FORCE DEC" ; +label variable ER66407 "BC60ACKPT WTR CURRENTLY WORKING" ; +label variable ER66408 "BC60A HOURS SPENT WORKING" ; +label variable ER66409 "BC60B HOW OFTEN INTERACTING W/OTHERS" ; +label variable ER66410 "BC60C HOW OFTEN PHYSICAL ACTIVITIES" ; +label variable ER66411 "BC60D HOW OFTEN MENTAL ACTIVITIES" ; +label variable ER66412 "BC60E HOW OFTEN PRESSED FOR TIME" ; +label variable ER66413 "BC62 WTR EVER WORKED" ; +label variable ER66414 "BC63 MO LAST WORKED" ; +label variable ER66415 "BC63 YR LAST WORKED" ; +label variable ER66416 "BC64 WTR LOOKING FOR JOB" ; +label variable ER66417 "BC65 WTR PUBLIC EMP AGENCY (RP)" ; +label variable ER66418 "BC65 WTR PRIVATE EMP AGENCY (RP)" ; +label variable ER66419 "BC65 WTR CHKD W/CURRENT EMP (RP)" ; +label variable ER66420 "BC65 WTR CHKD W/OTHER EMP (RP)" ; +label variable ER66421 "BC65 WTR CHKD W/FRIEND OR REL (RP)" ; +label variable ER66422 "BC65 WTR PLACED OR ANSWERED ADS (RP)" ; +label variable ER66423 "BC65 WTR OTHER ACTIVITY (RP)" ; +label variable ER66424 "BC65 WTR DONE NOTHING (RP)" ; +label variable ER66425 "BC65 WTR CHKD W/SCHOOL EMP CENTER (RP)" ; +label variable ER66426 "BC65 WTR CHKD W/UNION REGISTERS (RP)" ; +label variable ER66427 "BC65 WTR SENT OUT RESUMES (RP)" ; +label variable ER66428 "BC65 WTR ATTENDED JOB TRAINING (RP)" ; +label variable ER66429 "BC65 WTR WENT ON JOB IWS (RP)" ; +label variable ER66430 "BC65 WTR LOOKD AT ADS W/O APPLYG (RP)" ; +label variable ER66431 "BC65 WTR USED SOCIAL MEDIA (RP)" ; +label variable ER66432 "BC65ACKPT METHODS USED TO SEARCH" ; +label variable ER66433 "BC65A WTR USED INTERNET FOR SEARCHING" ; +label variable ER66434 "BC65B WTR REQUIRED TO USE INTERNET" ; +label variable ER66435 "BC67 YRS LOOK WRK (RP-U)" ; +label variable ER66436 "BC67 MOS LOOK WRK (RP-U)" ; +label variable ER66437 "BC67 WKS LOOK WRK (RP-U)" ; +label variable ER66438 "DE1 CKPT: WTR SPOUSE IN FU" ; +label variable ER66439 "DE1 EMPLOYMENT STATUS-1ST MENTION" ; +label variable ER66440 "DE1 EMPLOYMENT STATUS-2ND MENTION" ; +label variable ER66441 "DE1 EMPLOYMENT STATUS-3RD MENTION" ; +label variable ER66442 "DE2 YEAR RETIRED (SP-R)" ; +label variable ER66443 "DE3 WTR WORK FOR MONEY" ; +label variable ER66444 "DE3A WTR WORKD SINCE JAN 1 OF PRIOR YEAR" ; +label variable ER66445 "DE14A_B WEEKS EMPLOYED LAST YEAR" ; +label variable ER66446 "ACCURACY OF SPOUSE WKS EMPLOYED LAST YR" ; +label variable ER66447 "DE14BB AVERAGE HOURS WORKED LAST YEAR" ; +label variable ER66448 "ACCURACY OF SPOUSE HOURS WORKED LAST YR" ; +label variable ER66449 "DE14B3 WTR ADDITIONAL OT HOURS LAST YEAR" ; +label variable ER66450 "DE14B4 AVERAGE OVERTIME HOURS LAST YEAR" ; +label variable ER66451 "DE14B4 AVERAGE OVERTIME HOURS PER WHAT" ; +label variable ER66452 "ACCURACY OF SPOUSE OT HOURS WRKD LAST YR" ; +label variable ER66453 "DE16-17 MAIN JOB INDICATOR" ; +label variable ER66454 "DE6 BEGINNING MONTH--JOB 1" ; +label variable ER66455 "DE6 BEGINNING YEAR--JOB 1" ; +label variable ER66456 "DE6 ENDING MONTH--JOB 1" ; +label variable ER66457 "DE6 ENDING YEAR--JOB 1" ; +label variable ER66458 "DE6 WTR EMPLOYED--JOB 1 JAN" ; +label variable ER66459 "DE6 WTR EMPLOYED--JOB 1 FEB" ; +label variable ER66460 "DE6 WTR EMPLOYED--JOB 1 MAR" ; +label variable ER66461 "DE6 WTR EMPLOYED--JOB 1 APR" ; +label variable ER66462 "DE6 WTR EMPLOYED--JOB 1 MAY" ; +label variable ER66463 "DE6 WTR EMPLOYED--JOB 1 JUN" ; +label variable ER66464 "DE6 WTR EMPLOYED--JOB 1 JUL" ; +label variable ER66465 "DE6 WTR EMPLOYED--JOB 1 AUG" ; +label variable ER66466 "DE6 WTR EMPLOYED--JOB 1 SEP" ; +label variable ER66467 "DE6 WTR EMPLOYED--JOB 1 OCT" ; +label variable ER66468 "DE6 WTR EMPLOYED--JOB 1 NOV" ; +label variable ER66469 "DE6 WTR EMPLOYED--JOB 1 DEC" ; +label variable ER66470 "DE20 MAIN OCC FOR JOB 1: 2010 CODE (SP)" ; +label variable ER66471 "DE21 MAIN IND FOR JOB 1: 2012 CODE (SP)" ; +label variable ER66472 "DE21B AVERAGE COMMUTE TIME (SP)" ; +label variable ER66473 "DE22 WORK SELF/OTR?--JOB 1" ; +label variable ER66474 "DE23 CORP/UNCORP BUS--JOB 1" ; +label variable ER66475 "DE24 WORK FOR GOVT?--JOB 1" ; +label variable ER66476 "DE25A NUMBER EMPLOYED AT WORK LOCATION" ; +label variable ER66477 "DE25B WTR 200 OR MORE" ; +label variable ER66478 "DE25C WTR 100 OR MORE" ; +label variable ER66479 "DE25D WTR 50 OR MORE" ; +label variable ER66480 "DE25E WTR 500 OR MORE" ; +label variable ER66481 "DE25F WTR 1000 OR MORE" ; +label variable ER66482 "DE26 JOB NOW UNION? (SP-E)" ; +label variable ER66483 "DE27 BELONG UNION? (SP-E)" ; +label variable ER66484 "DE28A WTR JOB REQUIRES COMPUTER USE" ; +label variable ER66485 "DE29 SLRY/HRLY/OTR (SP-E)" ; +label variable ER66486 "DE30 SALARY AMOUNT" ; +label variable ER66487 "DE30 SALARY PER WHAT" ; +label variable ER66488 "DE31 WTR SAL PD OT (SP-E)" ; +label variable ER66489 "DE32 HOW PAID FOR OT" ; +label variable ER66490 "DE32A EXACT OT PAY IF SALARIED" ; +label variable ER66491 "DE32A EXACT OT PAY PER" ; +label variable ER66492 "DE33 HOURLY REGULAR RATE" ; +label variable ER66493 "DE34 OT DIFFERENTIAL 1ST" ; +label variable ER66494 "DE34 OT DIFFERENTIAL 2ND" ; +label variable ER66495 "DE34 OT DIFFERENTIAL 3RD" ; +label variable ER66496 "DE34A EXACT OT PAY IF HOURLY" ; +label variable ER66497 "DE34A EXACT OT PAY PER" ; +label variable ER66498 "DE36 AVG TIPS/COMM" ; +label variable ER66499 "DE36 TIPS/COMM PER WHAT" ; +label variable ER66500 "DE37 AVG TIPS/COMM" ; +label variable ER66501 "DE37 TIPS/COMM PER WHAT" ; +label variable ER66502 "DE38 HOW PAID-OTR (SP-E)" ; +label variable ER66503 "DE39 OT RATE" ; +label variable ER66504 "DE39ACKPT WTR ONE OR MORE CURRENT JOBS" ; +label variable ER66505 "DE39A HOURS WORKED PER WEEK ON CMJ" ; +label variable ER66506 "DE41 YRS PRES EMP (SP-E)" ; +label variable ER66507 "DE41 MOS PRES EMP (SP-E)" ; +label variable ER66508 "DE41 WKS PRES EMP (SP-E)" ; +label variable ER66509 "DE43 HOURS/WEEK WORKED--JOB 1" ; +label variable ER66510 "ACCURACY OF HR/WK WORKED--SP JOB 1" ; +label variable ER66511 "DE44 WTR WORKED OT--JOB 1" ; +label variable ER66512 "DE45 AMT OF OT WORKED--JOB 1" ; +label variable ER66513 "DE45 OT TIME UNIT--JOB 1" ; +label variable ER66514 "ACCURACY OF OT--SP JOB 1" ; +label variable ER66515 "DE46 AMOUNT EARNED LAST YEAR--JOB 1" ; +label variable ER66516 "DE46 PER FOR AMT EARNED LAST YR--JOB 1" ; +label variable ER66517 "DE51 WHY LAST JOB END (SP-U)" ; +label variable ER66518 "DE6 BEGINNING MONTH--JOB 2" ; +label variable ER66519 "DE6 BEGINNING YEAR--JOB 2" ; +label variable ER66520 "DE6 ENDING MONTH--JOB 2" ; +label variable ER66521 "DE6 ENDING YEAR--JOB 2" ; +label variable ER66522 "DE6 WTR EMPLOYED--JOB 2 JAN" ; +label variable ER66523 "DE6 WTR EMPLOYED--JOB 2 FEB" ; +label variable ER66524 "DE6 WTR EMPLOYED--JOB 2 MAR" ; +label variable ER66525 "DE6 WTR EMPLOYED--JOB 2 APR" ; +label variable ER66526 "DE6 WTR EMPLOYED--JOB 2 MAY" ; +label variable ER66527 "DE6 WTR EMPLOYED--JOB 2 JUN" ; +label variable ER66528 "DE6 WTR EMPLOYED--JOB 2 JUL" ; +label variable ER66529 "DE6 WTR EMPLOYED--JOB 2 AUG" ; +label variable ER66530 "DE6 WTR EMPLOYED--JOB 2 SEP" ; +label variable ER66531 "DE6 WTR EMPLOYED--JOB 2 OCT" ; +label variable ER66532 "DE6 WTR EMPLOYED--JOB 2 NOV" ; +label variable ER66533 "DE6 WTR EMPLOYED--JOB 2 DEC" ; +label variable ER66534 "DE20 MAIN OCC FOR JOB 2: 2010 CODE (SP)" ; +label variable ER66535 "DE21 MAIN IND FOR JOB 2: 2012 CODE (SP)" ; +label variable ER66536 "DE22 WORK SELF/OTR?--JOB 2" ; +label variable ER66537 "DE23 CORP/UNCORP BUS--JOB 2" ; +label variable ER66538 "DE24 WORK FOR GOVT?--JOB 2" ; +label variable ER66539 "DE43 HOURS/WEEK WORKED--JOB 2" ; +label variable ER66540 "ACCURACY OF HR/WK WORKED--SP JOB 2" ; +label variable ER66541 "DE44 WTR WORKED OT--JOB 2" ; +label variable ER66542 "DE45 AMT OF OT WORKED--JOB 2" ; +label variable ER66543 "DE45 OT TIME UNIT--JOB 2" ; +label variable ER66544 "ACCURACY OF OT--SP JOB 2" ; +label variable ER66545 "DE46 AMOUNT EARNED LAST YEAR--JOB 2" ; +label variable ER66546 "DE46 PER FOR AMT EARNED LAST YR--JOB 2" ; +label variable ER66547 "DE51 WHY JOB ENDED--JOB 2" ; +label variable ER66548 "DE6 BEGINNING MONTH--JOB 3" ; +label variable ER66549 "DE6 BEGINNING YEAR--JOB 3" ; +label variable ER66550 "DE6 ENDING MONTH--JOB 3" ; +label variable ER66551 "DE6 ENDING YEAR--JOB 3" ; +label variable ER66552 "DE6 WTR EMPLOYED--JOB 3 JAN" ; +label variable ER66553 "DE6 WTR EMPLOYED--JOB 3 FEB" ; +label variable ER66554 "DE6 WTR EMPLOYED--JOB 3 MAR" ; +label variable ER66555 "DE6 WTR EMPLOYED--JOB 3 APR" ; +label variable ER66556 "DE6 WTR EMPLOYED--JOB 3 MAY" ; +label variable ER66557 "DE6 WTR EMPLOYED--JOB 3 JUN" ; +label variable ER66558 "DE6 WTR EMPLOYED--JOB 3 JUL" ; +label variable ER66559 "DE6 WTR EMPLOYED--JOB 3 AUG" ; +label variable ER66560 "DE6 WTR EMPLOYED--JOB 3 SEP" ; +label variable ER66561 "DE6 WTR EMPLOYED--JOB 3 OCT" ; +label variable ER66562 "DE6 WTR EMPLOYED--JOB 3 NOV" ; +label variable ER66563 "DE6 WTR EMPLOYED--JOB 3 DEC" ; +label variable ER66564 "DE20 MAIN OCC FOR JOB 3: 2010 CODE (SP)" ; +label variable ER66565 "DE21 MAIN IND FOR JOB 3: 2012 CODE (SP)" ; +label variable ER66566 "DE22 WORK SELF/OTR?--JOB 3" ; +label variable ER66567 "DE23 CORP/UNCORP BUS--JOB 3" ; +label variable ER66568 "DE24 WORK FOR GOVT?--JOB 3" ; +label variable ER66569 "DE43 HOURS/WEEK WORKED--JOB 3" ; +label variable ER66570 "ACCURACY OF HR/WK WORKED--SP JOB 3" ; +label variable ER66571 "DE44 WTR WORKED OT--JOB 3" ; +label variable ER66572 "DE45 AMT OF OT WORKED--JOB 3" ; +label variable ER66573 "DE45 OT TIME UNIT--JOB 3" ; +label variable ER66574 "ACCURACY OF OT--SP JOB 3" ; +label variable ER66575 "DE46 AMOUNT EARNED LAST YEAR--JOB 3" ; +label variable ER66576 "DE46 PER FOR AMT EARNED LAST YR--JOB 3" ; +label variable ER66577 "DE51 WHY JOB ENDED--JOB 3" ; +label variable ER66578 "DE6 BEGINNING MONTH--JOB 4" ; +label variable ER66579 "DE6 BEGINNING YEAR--JOB 4" ; +label variable ER66580 "DE6 ENDING MONTH--JOB 4" ; +label variable ER66581 "DE6 ENDING YEAR--JOB 4" ; +label variable ER66582 "DE6 WTR EMPLOYED--JOB 4 JAN" ; +label variable ER66583 "DE6 WTR EMPLOYED--JOB 4 FEB" ; +label variable ER66584 "DE6 WTR EMPLOYED--JOB 4 MAR" ; +label variable ER66585 "DE6 WTR EMPLOYED--JOB 4 APR" ; +label variable ER66586 "DE6 WTR EMPLOYED--JOB 4 MAY" ; +label variable ER66587 "DE6 WTR EMPLOYED--JOB 4 JUN" ; +label variable ER66588 "DE6 WTR EMPLOYED--JOB 4 JUL" ; +label variable ER66589 "DE6 WTR EMPLOYED--JOB 4 AUG" ; +label variable ER66590 "DE6 WTR EMPLOYED--JOB 4 SEP" ; +label variable ER66591 "DE6 WTR EMPLOYED--JOB 4 OCT" ; +label variable ER66592 "DE6 WTR EMPLOYED--JOB 4 NOV" ; +label variable ER66593 "DE6 WTR EMPLOYED--JOB 4 DEC" ; +label variable ER66594 "DE20 MAIN OCC FOR JOB 4: 2010 CODE (SP)" ; +label variable ER66595 "DE21 MAIN IND FOR JOB 4: 2012 CODE (SP)" ; +label variable ER66596 "DE22 WORK SELF/OTR?--JOB 4" ; +label variable ER66597 "DE23 CORP/UNCORP BUS--JOB 4" ; +label variable ER66598 "DE24 WORK FOR GOVT?--JOB 4" ; +label variable ER66599 "DE43 HOURS/WEEK WORKED--JOB 4" ; +label variable ER66600 "ACCURACY OF HR/WK WORKED--SP JOB 4" ; +label variable ER66601 "DE44 WTR WORKED OT--JOB 4" ; +label variable ER66602 "DE45 AMT OF OT WORKED--JOB 4" ; +label variable ER66603 "DE45 OT TIME UNIT--JOB 4" ; +label variable ER66604 "ACCURACY OF OT--SP JOB 4" ; +label variable ER66605 "DE46 AMOUNT EARNED LAST YEAR--JOB 4" ; +label variable ER66606 "DE46 PER FOR AMT EARNED LAST YR--JOB 4" ; +label variable ER66607 "DE51 WHY JOB ENDED--JOB 4" ; +label variable ER66608 "NUMBER OF ADDITIONAL JOBS--SP" ; +label variable ER66609 "DE10 WTR OTRS ILL (SP)" ; +label variable ER66610 "DE10 DAYS OTHERS SICK" ; +label variable ER66611 "ACCURACY OF DAYS OTRS SICK (SP)" ; +label variable ER66612 "DE10 WEEKS OTHERS SICK" ; +label variable ER66613 "ACCURACY OF WEEKS OTRS SICK (SP)" ; +label variable ER66614 "DE10 MONTHS OTHERS SICK" ; +label variable ER66615 "ACCURACY OF MONTHS OTRS SICK (SP)" ; +label variable ER66616 "DE11 WTR SELF ILL (SP)" ; +label variable ER66617 "DE11 DAYS SELF SICK" ; +label variable ER66618 "ACCURACY OF DAYS SELF ILL (SP)" ; +label variable ER66619 "DE11 WEEKS SELF SICK" ; +label variable ER66620 "ACCURACY OF WEEKS SELF ILL (SP)" ; +label variable ER66621 "DE11 MONTHS SELF SICK" ; +label variable ER66622 "ACCURACY OF MONTHS SELF ILL (SP)" ; +label variable ER66623 "DE12 WTR VACATION (SP)" ; +label variable ER66624 "DE12 DAYS VACATION" ; +label variable ER66625 "ACCURACY OF DAYS VACATION (SP)" ; +label variable ER66626 "DE12 WEEKS VACATION" ; +label variable ER66627 "ACCURACY OF WEEKS VACATION (SP)" ; +label variable ER66628 "DE12 MONTHS VACATION" ; +label variable ER66629 "ACCURACY OF MONTHS VACATION (SP)" ; +label variable ER66630 "DE13 WTR STRIKE (SP)" ; +label variable ER66631 "DE13 DAYS STRIKE" ; +label variable ER66632 "ACCURACY OF STRIKE DAYS (SP)" ; +label variable ER66633 "DE13 WEEKS STRIKE" ; +label variable ER66634 "ACCURACY OF STRIKE WEEKS (SP)" ; +label variable ER66635 "DE13 MONTHS STRIKE" ; +label variable ER66636 "ACCURACY OF STRIKE MONTHS (SP)" ; +label variable ER66637 "DE14 WTR LAID OFF (SP)" ; +label variable ER66638 "DE14 DAYS LAID OFF" ; +label variable ER66639 "ACCURACY OF DAYS LAID OFF (SP)" ; +label variable ER66640 "DE14 WEEKS LAID OFF" ; +label variable ER66641 "ACCURACY OF WEEKS LAID OFF (SP)" ; +label variable ER66642 "DE14 MONTHS LAID OFF" ; +label variable ER66643 "ACCURACY OF MONTHS LAID OFF (SP)" ; +label variable ER66644 "DE8 WTR UNEMPLOYED(SP)" ; +label variable ER66645 "DE8 DAYS UNEMPLOYED" ; +label variable ER66646 "ACCURACY OF DAYS UNEMPLOYED (SP)" ; +label variable ER66647 "DE8 WEEKS UNEMPLOYED" ; +label variable ER66648 "ACCURACY OF WEEKS UNEMPLOYED (SP)" ; +label variable ER66649 "DE8 MONTHS UNEMPLOYED" ; +label variable ER66650 "ACCURACY OF MONTHS UNEMPLOYED (SP)" ; +label variable ER66651 "DE8 WTR UNEMPLOYED JAN" ; +label variable ER66652 "DE8 WTR UNEMPLOYED FEB" ; +label variable ER66653 "DE8 WTR UNEMPLOYED MAR" ; +label variable ER66654 "DE8 WTR UNEMPLOYED APR" ; +label variable ER66655 "DE8 WTR UNEMPLOYED MAY" ; +label variable ER66656 "DE8 WTR UNEMPLOYED JUN" ; +label variable ER66657 "DE8 WTR UNEMPLOYED JUL" ; +label variable ER66658 "DE8 WTR UNEMPLOYED AUG" ; +label variable ER66659 "DE8 WTR UNEMPLOYED SEP" ; +label variable ER66660 "DE8 WTR UNEMPLOYED OCT" ; +label variable ER66661 "DE8 WTR UNEMPLOYED NOV" ; +label variable ER66662 "DE8 WTR UNEMPLOYED DEC" ; +label variable ER66663 "DE7 WTR OUT OF LABOR FORCE (SP)" ; +label variable ER66664 "DE7 DAYS OUT OF LABOR FORCE (SP)" ; +label variable ER66665 "ACCURACY OF DAYS OUT OF LAB FORCE (SP)" ; +label variable ER66666 "DE7 WEEKS OUT OF LABOR FORCE (SP)" ; +label variable ER66667 "ACCURACY OF WKS OUT OF LAB FORCE (SP)" ; +label variable ER66668 "DE7 MONTHS OUT OF LABOR FORCE (SP)" ; +label variable ER66669 "ACCURACY OF MOS OUT OF LAB FORCE (SP)" ; +label variable ER66670 "DE7 WTR OUT LAB FORCE JAN" ; +label variable ER66671 "DE7 WTR OUT LAB FORCE FEB" ; +label variable ER66672 "DE7 WTR OUT LAB FORCE MAR" ; +label variable ER66673 "DE7 WTR OUT LAB FORCE APR" ; +label variable ER66674 "DE7 WTR OUT LAB FORCE MAY" ; +label variable ER66675 "DE7 WTR OUT LAB FORCE JUN" ; +label variable ER66676 "DE7 WTR OUT LAB FORCE JUL" ; +label variable ER66677 "DE7 WTR OUT LAB FORCE AUG" ; +label variable ER66678 "DE7 WTR OUT LAB FORCE SEP" ; +label variable ER66679 "DE7 WTR OUT LAB FORCE OCT" ; +label variable ER66680 "DE7 WTR OUT LAB FORCE NOV" ; +label variable ER66681 "DE7 WTR OUT LAB FORCE DEC" ; +label variable ER66682 "DE60ACKPT WTR CURRENTLY WORKING" ; +label variable ER66683 "DE60A HOURS SPENT WORKING" ; +label variable ER66684 "DE60B HOW OFTEN INTERACTING W/OTHERS" ; +label variable ER66685 "DE60C HOW OFTEN PHYSICAL ACTIVITIES" ; +label variable ER66686 "DE60D HOW OFTEN MENTAL ACTIVITIES" ; +label variable ER66687 "DE60E HOW OFTEN PRESSED FOR TIME" ; +label variable ER66688 "DE62 WTR EVER WORKED" ; +label variable ER66689 "DE63 MO LAST WORKED" ; +label variable ER66690 "DE63 YR LAST WORKED" ; +label variable ER66691 "DE64 WTR LOOKING FOR JOB" ; +label variable ER66692 "DE65 WTR PUBLIC EMP AGENCY (SP)" ; +label variable ER66693 "DE65 WTR PRIVATE EMP AGENCY (SP)" ; +label variable ER66694 "DE65 WTR CHKD W/CURRENT EMP (SP)" ; +label variable ER66695 "DE65 WTR CHKD W/OTHER EMP (SP)" ; +label variable ER66696 "DE65 WTR CHKD W/FRIEND OR REL (SP)" ; +label variable ER66697 "DE65 WTR PLACED OR ANSWERED ADS (SP)" ; +label variable ER66698 "DE65 WTR OTHER ACTIVITY (SP)" ; +label variable ER66699 "DE65 WTR DONE NOTHING (SP)" ; +label variable ER66700 "DE65 WTR CHKD W/SCHOOL EMP CENTER (SP)" ; +label variable ER66701 "DE65 WTR CHKD W/UNION REGISTERS (SP)" ; +label variable ER66702 "DE65 WTR SENT OUT RESUMES (SP)" ; +label variable ER66703 "DE65 WTR ATTENDED JOB TRAINING (SP)" ; +label variable ER66704 "DE65 WTR WENT ON JOB IWS (SP)" ; +label variable ER66705 "DE65 WTR LOOKD AT ADS W/O APPLYG (SP)" ; +label variable ER66706 "DE65 WTR USED SOCIAL MEDIA (SP)" ; +label variable ER66707 "DE65ACKPT METHODS USED TO SEARCH" ; +label variable ER66708 "DE65A WTR USED INTERNET FOR SEARCHING" ; +label variable ER66709 "DE65B WTR REQUIRED TO USE INTERNET" ; +label variable ER66710 "DE67 YRS LOOK WRK (SP-U)" ; +label variable ER66711 "DE67 MOS LOOK WRK (SP-U)" ; +label variable ER66712 "DE67 WKS LOOK WRK (SP-U)" ; +label variable ER66713 "F1ACKPT WTR REF PERSON ONLY OR SPOUSE" ; +label variable ER66714 "F1A HOUSEWORK HOURS-REFERENCE PERSON" ; +label variable ER66715 "ACCURACY OF RP HOUSEWORK HRS" ; +label variable ER66716 "F1B PERSONAL CARE HRS-REF PERSON" ; +label variable ER66717 "F1C SHOPPING HRS-REF PERSON" ; +label variable ER66718 "F1D CHILD CARE HRS-REF PERSON" ; +label variable ER66719 "F1D2 ADULT CARE HRS-REF PERSON" ; +label variable ER66720 "F1E VOLUNTEERING HRS-REF PERSON" ; +label variable ER66721 "F1F EDUCATIONAL ACTIVITY HRS-REF PERSON" ; +label variable ER66722 "F1G LEISURE HRS-REF PERSON" ; +label variable ER66723 "F1H HOW OFTEN INTERACT W/OTHERS-RP" ; +label variable ER66724 "F1I HOW OFTEN PHYSICAL ACTIVITIES-RP" ; +label variable ER66725 "F1J HOW OFTEN MENTAL ACTIVITIES-RP" ; +label variable ER66726 "F1K HOW OFTEN PRESSED FOR TIME-RP" ; +label variable ER66727 "F1A HOUSEWORK HRS-SPOUSE" ; +label variable ER66728 "ACCURACY OF SP HOUSEWORK HRS" ; +label variable ER66729 "F1B PERSONAL CARE HRS-SPOUSE" ; +label variable ER66730 "F1C SHOPPING HRS-SPOUSE" ; +label variable ER66731 "F1D CHILD CARE HRS-SPOUSE" ; +label variable ER66732 "F1D2 ADULT CARE HRS-SPOUSE" ; +label variable ER66733 "F1E VOLUNTEERING HRS-SPOUSE" ; +label variable ER66734 "F1F EDUCATIONAL ACTIVITY HRS-SPOUSE" ; +label variable ER66735 "F1G LEISURE HRS-SPOUSE" ; +label variable ER66736 "F1H HOW OFTEN INTERACT W/OTHERS-SP" ; +label variable ER66737 "F1I HOW OFTEN PHYSICAL ACTIVITIES-SP" ; +label variable ER66738 "F1J HOW OFTEN MENTAL ACTIVITIES-SP" ; +label variable ER66739 "F1K HOW OFTEN PRESSED FOR TIME-SP" ; +label variable ER66740 "F5 FAM TOGETHR MAIN MEAL" ; +label variable ER66741 "F6 CKPT: WTR CHILD 5-18 IN FU LAST YEAR" ; +label variable ER66742 "F6AB WTR REC FREE BRKFT/LUNCH LAST YR" ; +label variable ER66743 "F6CCKPT WTR FU MEMBER UNDER 16 LAST YR" ; +label variable ER66744 "F6D COST CHILD CARE LAST YEAR" ; +label variable ER66745 "F6D CHILD CARE COST PER" ; +label variable ER66746 "F6D2 WTR PAID FOR CHILD CARE JAN LAST YR" ; +label variable ER66747 "F6D2 WTR PAID FOR CHILD CARE FEB LAST YR" ; +label variable ER66748 "F6D2 WTR PAID FOR CHILD CARE MAR LAST YR" ; +label variable ER66749 "F6D2 WTR PAID FOR CHILD CARE APR LAST YR" ; +label variable ER66750 "F6D2 WTR PAID FOR CHILD CARE MAY LAST YR" ; +label variable ER66751 "F6D2 WTR PAID FOR CHILD CARE JUN LAST YR" ; +label variable ER66752 "F6D2 WTR PAID FOR CHILD CARE JUL LAST YR" ; +label variable ER66753 "F6D2 WTR PAID FOR CHILD CARE AUG LAST YR" ; +label variable ER66754 "F6D2 WTR PAID FOR CHILD CARE SEP LAST YR" ; +label variable ER66755 "F6D2 WTR PAID FOR CHILD CARE OCT LAST YR" ; +label variable ER66756 "F6D2 WTR PAID FOR CHILD CARE NOV LAST YR" ; +label variable ER66757 "F6D2 WTR PAID FOR CHILD CARE DEC LAST YR" ; +label variable ER66758 "F6E WTR CHILD IN DAY CARE CNTR LAST YR" ; +label variable ER66759 "F6F WTR MEALS/SNACKS PROVIDED TO CHILD" ; +label variable ER66760 "F6G WTR DAY CARE IN CHILD/ADULT FOOD PGM" ; +label variable ER66761 "F6H FU FEMALE 15-45/CHILD <5 LAST YR" ; +label variable ER66762 "F6I WTR RECD FOOD THROUGH WIC PROGRAM" ; +label variable ER66763 "F7B WTR FU MEMBER 60+ LAST YR" ; +label variable ER66764 "F7C WTR RECD FREE/REDUCD MEALS LAST YR" ; +label variable ER66765 "F8 WTR USED FOOD STAMPS 2 YRS AGO" ; +label variable ER66766 "F11 WTR RECEIVED FOOD STAMPS LAST YEAR" ; +label variable ER66767 "F12 VALUE OF FOOD STAMPS LAST YEAR" ; +label variable ER66768 "F12 TIME UNIT-VALUE FOOD STAMPS LAST YR" ; +label variable ER66769 "ACCURACY OF FOOD STAMPS LAST YEAR" ; +label variable ER66770 "F13 WTR RECVD FOOD STAMPS JAN LAST YEAR" ; +label variable ER66771 "F13 WTR RECVD FOOD STAMPS FEB LAST YEAR" ; +label variable ER66772 "F13 WTR RECVD FOOD STAMPS MAR LAST YEAR" ; +label variable ER66773 "F13 WTR RECVD FOOD STAMPS APR LAST YEAR" ; +label variable ER66774 "F13 WTR RECVD FOOD STAMPS MAY LAST YEAR" ; +label variable ER66775 "F13 WTR RECVD FOOD STAMPS JUN LAST YEAR" ; +label variable ER66776 "F13 WTR RECVD FOOD STAMPS JUL LAST YEAR" ; +label variable ER66777 "F13 WTR RECVD FOOD STAMPS AUG LAST YEAR" ; +label variable ER66778 "F13 WTR RECVD FOOD STAMPS SEP LAST YEAR" ; +label variable ER66779 "F13 WTR RECVD FOOD STAMPS OCT LAST YEAR" ; +label variable ER66780 "F13 WTR RECVD FOOD STAMPS NOV LAST YEAR" ; +label variable ER66781 "F13 WTR RECVD FOOD STAMPS DEC LAST YEAR" ; +label variable ER66782 "F14 WTR RECEIVED FOOD STAMPS LAST MONTH" ; +label variable ER66783 "F15 # FU MEMBERS RECEIVED FOOD STAMPS" ; +label variable ER66784 "F16 VALUE OF FOOD STAMPS RECD LAST MONTH" ; +label variable ER66785 "ACCURACY OF FOOD STAMPS LAST MONTH" ; +label variable ER66786 "F17 WTR BUY FOOD TO USE AT HOME" ; +label variable ER66787 "F18 REPORTED COST OF FOOD AT HOME" ; +label variable ER66788 "F18 COST OF FOOD AT HOME PER" ; +label variable ER66789 "ACCURACY OF FOOD AT HOME-RECD FD STAMPS" ; +label variable ER66790 "F19 WTR FOOD DELIVERED TO HOME" ; +label variable ER66791 "F20 COST OF DELIVERED FOOD" ; +label variable ER66792 "F20 COST OF DELIVERED FOOD PER" ; +label variable ER66793 "ACCURACY OF DELIVERD FOOD-RECD FD STAMPS" ; +label variable ER66794 "F21 COST OF FOOD EATEN OUT" ; +label variable ER66795 "F21 COST OF FOOD EATEN OUT PER" ; +label variable ER66796 "ACCURACY OF FOOD EATN OUT-RECD FD STAMPS" ; +label variable ER66797 "F22 REPORTED COST OF FOOD AT HOME" ; +label variable ER66798 "F22 COST OF FOOD AT HOME PER" ; +label variable ER66799 "ACCURACY OF FOOD AT HOME-NO FD STAMPS" ; +label variable ER66800 "F23 WTR FOOD DELIVERED TO HOME" ; +label variable ER66801 "F24 COST OF DELIVERED FOOD" ; +label variable ER66802 "F24 COST OF DELIVERED FOOD PER" ; +label variable ER66803 "ACCURACY OF DELIVERED FOOD-NO FD STAMPS" ; +label variable ER66804 "F25 COST OF FOOD EATEN OUT" ; +label variable ER66805 "F25 COST OF FOOD EATEN OUT PER" ; +label variable ER66806 "ACCURACY OF FOOD EATEN OUT-NO FD STAMPS" ; +label variable ER66807 "FOOD1CKPT WTR PROXY RESPONDENT" ; +label variable ER66808 "FOOD1 WTR FOOD RAN OUT- ADULT" ; +label variable ER66809 "FOOD2 FOOD DID NOT LAST - ADULT" ; +label variable ER66810 "FOOD3 AFFORD BALANCED MEALS - ADULT" ; +label variable ER66811 "FOOD4 WTR CUT SIZE OF MEALS - ADULT" ; +label variable ER66812 "FOOD5 HOW OFTEN CUT MEAL SIZE - ADULT" ; +label variable ER66813 "FOOD6 WHETHER ATE LESS - ADULT" ; +label variable ER66814 "FOOD7 WHETHER EVER HUNGRY - ADULT" ; +label variable ER66815 "FOOD8 WHETHER LOST WEIGHT - ADULT" ; +label variable ER66816 "FOOD9 WTR NOT EAT FOR A DAY - ADULT" ; +label variable ER66817 "FOOD10 HOW OFTEN NOT EAT - ADULT" ; +label variable ER66818 "FD11CKPT WTR CHILDREN 0-17 IN FU" ; +label variable ER66819 "FOOD11 WTR RELIED LOW COST FOOD - CHILD" ; +label variable ER66820 "FOOD12 AFFORD BALANCED MEALS - CHILD" ; +label variable ER66821 "FOOD13 NOT EATING ENOUGH - CHILD" ; +label variable ER66822 "FOOD14 WTR CUT SIZE OF MEALS - CHILD" ; +label variable ER66823 "FOOD15 WTR SKIPPPED MEALS - CHILD" ; +label variable ER66824 "FOOD16 HOW OFTEN SKIP MEALS - CHILD" ; +label variable ER66825 "FOOD17 WTR EVER HUNGRY - CHILD" ; +label variable ER66826 "FOOD18 WTR NOT EAT FOR A DAY - CHILD" ; +label variable ER66827 "IMP FOOD1 WTR IMP FOOD RAN OUT- ADULT" ; +label variable ER66828 "IMP FOOD2 IMP FOOD DID NOT LAST - ADULT" ; +label variable ER66829 "IMP FOOD3 AFFORD BALANCED MEALS - ADULT" ; +label variable ER66830 "IMP FOOD4 WTR CUT SIZE OF MEALS - ADULT" ; +label variable ER66831 "IMP FOOD5 HOW OFTEN CUT MEAL SIZE - AT" ; +label variable ER66832 "IMP FOOD6 WHETHER ATE LESS - ADULT" ; +label variable ER66833 "IMP FOOD7 WHETHER EVER HUNGRY - ADULT" ; +label variable ER66834 "IMP FOOD8 WHETHER LOST WEIGHT - ADULT" ; +label variable ER66835 "IMP FOOD9 WTR NOT EAT FOR A DAY - ADULT" ; +label variable ER66836 "IMP FOOD10 HOW OFTEN NOT EAT - ADULT" ; +label variable ER66837 "IMP FOOD11 WTR RELIED LOW COST FOOD - CD" ; +label variable ER66838 "IMP FOOD12 AFFORD BALANCED MEALS - CHILD" ; +label variable ER66839 "IMP FOOD13 NOT EATING ENOUGH - CHILD" ; +label variable ER66840 "IMP FOOD14 WTR CUT SIZE OF MEALS - CHILD" ; +label variable ER66841 "IMP FOOD15 WTR SKIPPPED MEALS - CHILD" ; +label variable ER66842 "IMP FOOD16 HOW OFTEN SKIP MEALS - CHILD" ; +label variable ER66843 "IMP FOOD17 WTR EVER HUNGRY - CHILD" ; +label variable ER66844 "IMP FOOD18 WTR NOT EAT FOR A DAY - CHILD" ; +label variable ER66845 "HOUSEHOLD FOOD SECURITY RAW SCORE" ; +label variable ER66846 "HOUSEHOLD FOOD SECURITY SCALE SCORE" ; +label variable ER66847 "HOUSEHOLD FOOD SECURITY STATUS CATEGORY" ; +label variable ER66848 "CHILDREN'S FOOD SECURITY RAW SCORE" ; +label variable ER66849 "CHILDREN'S FOOD SECURITY SCALE SCORE" ; +label variable ER66850 "CHILDREN'S FOOD SECURITY STATUS CATEGORY" ; +label variable ER66851 "FOOD SECURITY-CHILD IN HOUSEHOLD" ; +label variable ER66852 "F47 WTR HAVE VEHICLE" ; +label variable ER66853 "F48 NUMBER OF VEHICLES" ; +label variable ER66854 "F49 MANUFACTURER CODE #1" ; +label variable ER66855 "F49 VEHICLE MAKE CODE #1" ; +label variable ER66856 "F49 VEHICLE MODEL YEAR #1" ; +label variable ER66857 "F49 VEHICLE TYPE CODE #1" ; +label variable ER66858 "F49B1 HYBRID INDICATOR IF MODEL KNOWN #1" ; +label variable ER66859 "F49B2 WTR HYBRID IF MODEL UNKNOWN #1" ; +label variable ER66860 "F53 HOW ACQUIRED #1" ; +label variable ER66861 "F55 YR ACQUIRED #1" ; +label variable ER66862 "F57 WTR USED FOR BUSINESS #1" ; +label variable ER66863 "F58 WTR USED MOSTLY FOR BUSINESS #1" ; +label variable ER66864 "F60 WTR OWN/LEASE >3 YR OLD VEHICLE #1" ; +label variable ER66865 "F61 TOTAL PRICE #1" ; +label variable ER66866 "F64 CASH DOWNPMT AMT #1" ; +label variable ER66867 "F65 WTR GOT LOAN #1" ; +label variable ER66868 "F66 LOAN AMOUNT #1" ; +label variable ER66869 "F67 LOAN PAYMENT AMT #1" ; +label variable ER66870 "F67 LOAN PMT AMT PER #1" ; +label variable ER66871 "F69 LOAN TOTAL # PMTS #1" ; +label variable ER66872 "F70 LOAN # PMTS MADE #1" ; +label variable ER66873 "F71 LEASE INITIAL OUTLAY #1" ; +label variable ER66874 "F72 LEASE PMT AMOUNT #1" ; +label variable ER66875 "F72 LEASE AMOUNT PER #1" ; +label variable ER66876 "F73 LEASE TOTAL # PMTS #1" ; +label variable ER66877 "F74 LEASE # PMTS MADE #1" ; +label variable ER66878 "F49 MANUFACTURER CODE #2" ; +label variable ER66879 "F49 VEHICLE MAKE CODE #2" ; +label variable ER66880 "F49 VEHICLE MODEL YEAR #2" ; +label variable ER66881 "F49 VEHICLE TYPE CODE #2" ; +label variable ER66882 "F49B1 HYBRID INDICATOR IF MODEL KNOWN #2" ; +label variable ER66883 "F49B2 WTR HYBRID IF MODEL UNKNOWN #2" ; +label variable ER66884 "F53 HOW ACQUIRED #2" ; +label variable ER66885 "F55 YR ACQUIRED #2" ; +label variable ER66886 "F57 WTR USED FOR BUSINESS #2" ; +label variable ER66887 "F58 WTR MOSTLY FOR BUSINESS #2" ; +label variable ER66888 "F60 CKPT: WTR OWN >3 YR OLD VEHICLE #2" ; +label variable ER66889 "F61 TOTAL PRICE #2" ; +label variable ER66890 "F64 CASH DOWNPMT AMT #2" ; +label variable ER66891 "F65 WTR GOT LOAN #2" ; +label variable ER66892 "F66 LOAN AMOUNT #2" ; +label variable ER66893 "F67 LOAN PAYMENT AMT #2" ; +label variable ER66894 "F67 LOAN PMT AMT PER #2" ; +label variable ER66895 "F69 LOAN TOT # PMTS #2" ; +label variable ER66896 "F70 LOAN # PMTS MADE #2" ; +label variable ER66897 "F71 LEASE INITIAL OUTLAY #2" ; +label variable ER66898 "F72 LEASE PMT AMOUNT #2" ; +label variable ER66899 "F72 LEASE AMOUNT PER #2" ; +label variable ER66900 "F73 LEASE TOTAL # PMTS #2" ; +label variable ER66901 "F74 LEASE # PMTS MADE #2" ; +label variable ER66902 "F49 MANUFACTURER CODE #3" ; +label variable ER66903 "F49 VEHICLE MAKE CODE #3" ; +label variable ER66904 "F49 VEHICLE MODEL YEAR #3" ; +label variable ER66905 "F49 VEHICLE TYPE CODE #3" ; +label variable ER66906 "F49B1 HYBRID INDICATOR IF MODEL KNOWN #3" ; +label variable ER66907 "F49B2 WTR HYBRID IF MODEL UNKNOWN #3" ; +label variable ER66908 "F53 HOW ACQUIRED #3" ; +label variable ER66909 "F55 YR ACQUIRED #3" ; +label variable ER66910 "F57 WTR USED FOR BUSINESS #3" ; +label variable ER66911 "F58 WTR MOSTLY FOR BUSINESS #3" ; +label variable ER66912 "F60 CKPT: WTR OWN >3 YR OLD VEHICLE #3" ; +label variable ER66913 "F61 TOTAL PRICE #3" ; +label variable ER66914 "F64 CASH DOWNPMT AMT #3" ; +label variable ER66915 "F65 WTR GOT LOAN #3" ; +label variable ER66916 "F66 LOAN AMOUNT #3" ; +label variable ER66917 "F67 LOAN PAYMENT AMT #3" ; +label variable ER66918 "F67 LOAN PMT AMT PER #3" ; +label variable ER66919 "F69 LOAN TOTAL # PMTS #3" ; +label variable ER66920 "F70 LOAN # PMTS MADE #3" ; +label variable ER66921 "F71 LEASE INITIAL OUTLAY #3" ; +label variable ER66922 "F72 LEASE PMT AMOUNT #3" ; +label variable ER66923 "F72 LEASE AMOUNT PER #3" ; +label variable ER66924 "F73 LEASE TOTAL # PMTS #3" ; +label variable ER66925 "F74 LEASE # PMTS MADE #3" ; +label variable ER66926 "F77 CAR INSURANCE EXPENSE" ; +label variable ER66927 "F77 CAR INSURANCE PER" ; +label variable ER66928 "F78CKPT WTR OTR VEHICLES" ; +label variable ER66929 "F80D CAR REPAIR/MAINTENANCE EXPENSES" ; +label variable ER66930 "F79 ADDL CAR/LEASE PMTS" ; +label variable ER66931 "F80B GASOLINE EXPENSES" ; +label variable ER66932 "F80C PARKING EXPENSES" ; +label variable ER66933 "F81A BUS/TRAIN FARES" ; +label variable ER66934 "F81B CAB FARE EXPENSES" ; +label variable ER66935 "F81C OTR TRANSP EXPENSES" ; +label variable ER66936 "F82 WTR SCHOOL EXPENSES" ; +label variable ER66937 "F83 TOTAL SCHOOL EXPENSES" ; +label variable ER66938 "F84 WTR OTR SCHOOL EXPENSES" ; +label variable ER66939 "F86 TOTAL OTR SCHOOL EXPENSES" ; +label variable ER66940 "F86A TOTAL COMPUTING EXPENSES" ; +label variable ER66941 "F86A1 WTR $600 OR MORE?" ; +label variable ER66942 "F86A2 WTR $400 OR MORE?" ; +label variable ER66943 "F86A3 WTR $900 OR MORE?" ; +label variable ER66944 "F87 COST OF HOME REPAIRS LAST YEAR" ; +label variable ER66945 "F87 TIME UNIT FOR HOME REPAIRS" ; +label variable ER66946 "F87A WTR $400 OR MORE" ; +label variable ER66947 "F87B WTR $1000 OR MORE" ; +label variable ER66948 "F87C WTR $100 OR MORE" ; +label variable ER66949 "F88 COST OF HHOLD FURNISHINGS LAST YEAR" ; +label variable ER66950 "F88 TIME UNIT FOR HHOLD FURNISHINGS" ; +label variable ER66951 "F88A WTR $500 OR MORE" ; +label variable ER66952 "F88B WTR $1500 OR MORE" ; +label variable ER66953 "F88C WTR $100 OR MORE" ; +label variable ER66954 "F89 COST OF CLOTHING LAST YEAR" ; +label variable ER66955 "F89 TIME UNIT FOR CLOTHING" ; +label variable ER66956 "F89A WTR $700 OR MORE" ; +label variable ER66957 "F89B WTR$1500 OR MORE" ; +label variable ER66958 "F89C WTR $200 OR MORE" ; +label variable ER66959 "F90 COST OF TRIPS, VACATIONS LAST YEAR" ; +label variable ER66960 "F90 TIME UNIT FOR TRIPS, VACATIONS" ; +label variable ER66961 "F90A WTR $500 OR MORE" ; +label variable ER66962 "F90B WTR $1500 OR MORE" ; +label variable ER66963 "F90C WTR $200 OR MORE" ; +label variable ER66964 "F91 COST OF OTR RECREATION LAST YEAR" ; +label variable ER66965 "F91 TIME UNIT FOR OTR RECREATON" ; +label variable ER66966 "F91A WTR $500 OR MORE" ; +label variable ER66967 "F91B WTR $1500 OR MORE" ; +label variable ER66968 "F91C WTR $200 OR MORE" ; +label variable ER66969 "G1A WHETHER REF PERSON OR SPOUSE FARMER" ; +label variable ER66970 "G2 TOTAL FARM RECEIPTS" ; +label variable ER66971 "G3 PYR FARM EXPENSES" ; +label variable ER66972 "G4 PYR NET FARM INCOME" ; +label variable ER66973 "ACCURACY OF FARM INCOME" ; +label variable ER66974 "G5 WHETHER BUSINESS" ; +label variable ER66975 "G7A 2-DIGIT INDUSTRY-BUS 1" ; +label variable ER66976 "G8 REFERENCE PERSON OWN BUSINESS 1?" ; +label variable ER66977 "G8 SPOUSE OWN BUSINESS 1?" ; +label variable ER66978 "G8 OTR RELATIVE OWN BUS1?" ; +label variable ER66979 "G8 OTHER PERSON OWN BUS1?" ; +label variable ER66980 "REFERENCE PERSON WORK IN BUSINESS 1" ; +label variable ER66981 "REFERENCE PERSON REPORT HRS BUSNS 1" ; +label variable ER66982 "SPOUSE WORK IN BUSINESS 1" ; +label variable ER66983 "SPOUSE REPORT HRS BUSNS 1" ; +label variable ER66984 "G10 CORP/UNINCORP BUS1" ; +label variable ER66985 "G11 GROSS RECEIPTS BUS1" ; +label variable ER66986 "G11A EXPENSES BUS 1" ; +label variable ER66987 "G11B PROFIT/LOSS BUS 1" ; +label variable ER66988 "ACCURACY OF BUSINESS1 PROFIT/LOSS" ; +label variable ER66989 "G7A 2-DIGIT INDUSTRY-BUS 2" ; +label variable ER66990 "G8 REFERENCE PERSON OWN BUSINESS 2?" ; +label variable ER66991 "G8 SPOUSE OWN BUSINESS 2?" ; +label variable ER66992 "G8 OTR RELATIVE OWN BUS2?" ; +label variable ER66993 "G8 OTHER PERSON OWN BUS2?" ; +label variable ER66994 "REFERENCE PERSON WORK IN BUSINESS 2" ; +label variable ER66995 "REFERENCE PERSON REPORT HRS BUSNS 2" ; +label variable ER66996 "SPOUSE WORK IN BUSINESS 2" ; +label variable ER66997 "SPOUSE REPORT HRS BUSNS 2" ; +label variable ER66998 "G10 CORP/UNINCORP BUS2" ; +label variable ER66999 "G11 GROSS RECEIPTS BUS 2" ; +label variable ER67000 "G11A EXPENSES BUS 2" ; +label variable ER67001 "G11B PROFIT/LOSS BUS 2" ; +label variable ER67002 "ACCURACY OF BUSINESS2 PROFIT/LOSS" ; +label variable ER67003 "G7A 2-DIGIT INDUSTRY-BUS 3" ; +label variable ER67004 "G8 REFERENCE PERSON OWN BUSINESS 3?" ; +label variable ER67005 "G8 SPOUSE OWN BUSINESS 3?" ; +label variable ER67006 "G8 OTR RELATIVE OWN BUS3?" ; +label variable ER67007 "G8 OTHER PERSON OWN BUS3?" ; +label variable ER67008 "REFERENCE PERSON WORK IN BUSINESS 3" ; +label variable ER67009 "REFERENCE PERSON REPORT HRS BUSNS 3" ; +label variable ER67010 "SPOUSE WORK IN BUSINESS 3" ; +label variable ER67011 "SPOUSE REPORT HRS BUSNS 3" ; +label variable ER67012 "G10 CORP/UNINCORP BUS3" ; +label variable ER67013 "G11 GROSS RECEIPTS BUS 3" ; +label variable ER67014 "G11A EXPENSES BUS 3" ; +label variable ER67015 "G11B PROFIT/LOSS BUS 3" ; +label variable ER67016 "ACCURACY OF BUSINESS3 PROFIT/LOSS" ; +label variable ER67017 "G7A 2-DIGIT INDUSTRY-BUS 4" ; +label variable ER67018 "G8 REFERENCE PERSON OWN BUSINESS 4?" ; +label variable ER67019 "G8 SPOUSE OWN BUSINESS 4?" ; +label variable ER67020 "G8 OTR RELATIVE OWN BUS4?" ; +label variable ER67021 "G8 OTHER PERSON OWN BUS4?" ; +label variable ER67022 "REFERENCE PERSON WORK IN BUSINESS 4" ; +label variable ER67023 "REFERENCE PERSON REPORT HRS BUSNS 4" ; +label variable ER67024 "SPOUSE WORK IN BUSINESS 4" ; +label variable ER67025 "SPOUSE REPORT HRS BUSNS 4" ; +label variable ER67026 "G10 CORP/UNINCORP BUS4" ; +label variable ER67027 "G11 GROSS RECEIPTS BUS 4" ; +label variable ER67028 "G11A EXPENSES BUS 4" ; +label variable ER67029 "G11B PROFIT/LOSS BUS 4" ; +label variable ER67030 "ACCURACY OF BUSINESS4 PROFIT/LOSS" ; +label variable ER67031 "G7A 2-DIGIT INDUSTRY-BUS 5" ; +label variable ER67032 "G8 REFERENCE PERSON OWN BUSINESS 5?" ; +label variable ER67033 "G8 SPOUSE OWN BUSINESS 5?" ; +label variable ER67034 "G8 OTR RELATIVE OWN BUS5?" ; +label variable ER67035 "G8 OTHER PERSON OWN BUS5?" ; +label variable ER67036 "REFERENCE PERSON WORK IN BUSINESS 5" ; +label variable ER67037 "REFERENCE PERSON REPORT HRS BUSNS 5" ; +label variable ER67038 "SPOUSE WORK IN BUSINESS 5" ; +label variable ER67039 "SPOUSE REPORT HRS BUSNS 5" ; +label variable ER67040 "G10 CORP/UNINCORP BUS5" ; +label variable ER67041 "G11 GROSS RECEIPTS BUS 5" ; +label variable ER67042 "G11A EXPENSES BUS 5" ; +label variable ER67043 "G11B PROFIT/LOSS BUS 5" ; +label variable ER67044 "ACCURACY OF BUSINESS5 PROFIT/LOSS" ; +label variable ER67045 "G12 WHETHER WAGES/SALARY-REF PERSON" ; +label variable ER67046 "G13 WAGES/SALARY-REFERENCE PERSON" ; +label variable ER67047 "ACCURACY OF WAGES/SALARY-REF PERSON" ; +label variable ER67048 "G14/16 BONUS/OT/TIPS/COMMISSION-RP" ; +label variable ER67049 "BONUS INCOME-REFERENCE PERSON" ; +label variable ER67050 "AMOUNT BONUS INCOME-REFERENCE PERSON" ; +label variable ER67051 "ACCURACY OF BONUS INCOME-RP" ; +label variable ER67052 "OVERTIME INCOME-REFERENCE PERSON" ; +label variable ER67053 "AMOUNT OVERTIME INCOME-RP" ; +label variable ER67054 "ACCURACY OF OVERTIME INCOME-RP" ; +label variable ER67055 "TIPS INCOME-REFERENCE PERSON" ; +label variable ER67056 "AMOUNT TIPS INCOME-REFERENCE PERSON" ; +label variable ER67057 "ACCURACY OF TIPS INCOME-RP" ; +label variable ER67058 "COMMISSION INCOME-REFERENCE PERSON" ; +label variable ER67059 "AMOUNT COMMISSION INCOME-RP" ; +label variable ER67060 "ACCURACY OF COMMISSION INCOME-RP" ; +label variable ER67061 "WHEATHER OTHER LABOR INCOME-RP" ; +label variable ER67062 "AMOUNT OTHER LABOR INCOME-RP" ; +label variable ER67063 "ACCURACY OF OTHER LABOR INCOME-RP" ; +label variable ER67064 "WHETHER WORK HRS FOR WAGES ETC-RP" ; +label variable ER67065 "G18A WTR PROFESS/TRADE INCOME-RP" ; +label variable ER67066 "AMOUNT PROFESS/TRADE INCOME-RP" ; +label variable ER67067 "AMOUNT PROFESS/TRADE INCOME PER-RP" ; +label variable ER67068 "ACCURACY OF PROFESS/TRADE INCOME-RP" ; +label variable ER67069 "PROFESS/TRADE INCOME JAN-RP" ; +label variable ER67070 "PROFESS/TRADE INCOME FEB-RP" ; +label variable ER67071 "PROFESS/TRADE INCOME MAR-RP" ; +label variable ER67072 "PROFESS/TRADE INCOME APR-RP" ; +label variable ER67073 "PROFESS/TRADE INCOME MAY-RP" ; +label variable ER67074 "PROFESS/TRADE INCOME JUN-RP" ; +label variable ER67075 "PROFESS/TRADE INCOME JUL-RP" ; +label variable ER67076 "PROFESS/TRADE INCOME AUG-RP" ; +label variable ER67077 "PROFESS/TRADE INCOME SEP-RP" ; +label variable ER67078 "PROFESS/TRADE INCOME OCT-RP" ; +label variable ER67079 "PROFESS/TRADE INCOME NOV-RP" ; +label variable ER67080 "PROFESS/TRADE INCOME DEC-RP" ; +label variable ER67081 "G21A WTR WORK HRS FOR PROFESS/TRADE-RP" ; +label variable ER67082 "G23 WTR INCLUDED INCOME XTRA JOB-RP" ; +label variable ER67083 "AMOUNT XTRA JOB INCOME-RP" ; +label variable ER67084 "ACCURACY XTRA JOB INCOME-RP" ; +label variable ER67085 "G25A WHETHER RENT INCOME-RP" ; +label variable ER67086 "AMOUNT OF RENT INCOME-RP" ; +label variable ER67087 "AMOUNT OF RENT INCOME PER-RP" ; +label variable ER67088 "ACCURACY OF RENT INCOME-RP" ; +label variable ER67089 "G26A2 WTR RENT INCOME JOINT WITH SPOUSE" ; +label variable ER67090 "RENT INCOME JAN-RP" ; +label variable ER67091 "RENT INCOME FEB-RP" ; +label variable ER67092 "RENT INCOME MAR-RP" ; +label variable ER67093 "RENT INCOME APR-RP" ; +label variable ER67094 "RENT INCOME MAY-RP" ; +label variable ER67095 "RENT INCOME JUN-RP" ; +label variable ER67096 "RENT INCOME JUL-RP" ; +label variable ER67097 "RENT INCOME AUG-RP" ; +label variable ER67098 "RENT INCOME SEP-RP" ; +label variable ER67099 "RENT INCOME OCT-RP" ; +label variable ER67100 "RENT INCOME NOV-RP" ; +label variable ER67101 "RENT INCOME DEC-RP" ; +label variable ER67102 "G25B WHETHER DIVIDENDS INCOME-RP" ; +label variable ER67103 "DIVIDENDS INCOME-RP" ; +label variable ER67104 "DIVIDENDS INCOME PER-RP" ; +label variable ER67105 "ACCURACY OF DIVIDENDS INCOME-RP" ; +label variable ER67106 "G26B2 WTR DIVIDENDS JOINT WITH SPOUSE" ; +label variable ER67107 "DIVIDEND INCOME JAN-RP" ; +label variable ER67108 "DIVIDEND INCOME FEB-RP" ; +label variable ER67109 "DIVIDEND INCOME MAR-RP" ; +label variable ER67110 "DIVIDEND INCOME APR-RP" ; +label variable ER67111 "DIVIDEND INCOME MAY-RP" ; +label variable ER67112 "DIVIDEND INCOME JUN-RP" ; +label variable ER67113 "DIVIDEND INCOME JUL-RP" ; +label variable ER67114 "DIVIDEND INCOME AUG-RP" ; +label variable ER67115 "DIVIDEND INCOME SEP-RP" ; +label variable ER67116 "DIVIDEND INCOME OCT-RP" ; +label variable ER67117 "DIVIDEND INCOME NOV-RP" ; +label variable ER67118 "DIVIDEND INCOME DEC-RP" ; +label variable ER67119 "G25C WHETHER INTEREST INCOME-RP" ; +label variable ER67120 "AMOUNT OF INTEREST INCOME-RP" ; +label variable ER67121 "AMOUNT OF INTEREST INCOME PER-RP" ; +label variable ER67122 "ACCURACY OF INTEREST INCOME-RP" ; +label variable ER67123 "G26C2 WTR INTEREST JOINT WITH SPOUSE" ; +label variable ER67124 "INTEREST INCOME JAN-RP" ; +label variable ER67125 "INTEREST INCOME FEB-RP" ; +label variable ER67126 "INTEREST INCOME MAR-RP" ; +label variable ER67127 "INTEREST INCOME APR-RP" ; +label variable ER67128 "INTEREST INCOME MAY-RP" ; +label variable ER67129 "INTEREST INCOME JUN-RP" ; +label variable ER67130 "INTEREST INCOME JUL-RP" ; +label variable ER67131 "INTEREST INCOME AUG-RP" ; +label variable ER67132 "INTEREST INCOME SEP-RP" ; +label variable ER67133 "INTEREST INCOME OCT-RP" ; +label variable ER67134 "INTEREST INCOME NOV-RP" ; +label variable ER67135 "INTEREST INCOME DEC-RP" ; +label variable ER67136 "G25D WHETHER TRUST FUND INCOME-RP" ; +label variable ER67137 "AMOUNT TRUST FUND INCOME-RP" ; +label variable ER67138 "AMOUNT TRUST FUND INCOME PER-RP" ; +label variable ER67139 "ACCURACY OF TRUST FUND INCOME-RP" ; +label variable ER67140 "TRUST FUND/ROYALTY INCOME JAN-RP" ; +label variable ER67141 "TRUST FUND/ROYALTY INCOME FEB-RP" ; +label variable ER67142 "TRUST FUND/ROYALTY INCOME MAR-RP" ; +label variable ER67143 "TRUST FUND/ROYALTY INCOME APR-RP" ; +label variable ER67144 "TRUST FUND/ROYALTY INCOME MAY-RP" ; +label variable ER67145 "TRUST FUND/ROYALTY INCOME JUN-RP" ; +label variable ER67146 "TRUST FUND/ROYALTY INCOME JUL-RP" ; +label variable ER67147 "TRUST FUND/ROYALTY INCOME AUG-RP" ; +label variable ER67148 "TRUST FUND/ROYALTY INCOME SEP-RP" ; +label variable ER67149 "TRUST FUND/ROYALTY INCOME OCT-RP" ; +label variable ER67150 "TRUST FUND/ROYALTY INCOME NOV-RP" ; +label variable ER67151 "TRUST FUND/ROYALTY INCOME DEC-RP" ; +label variable ER67152 "G25ECKPT WTR WAGES/SALARY LE $25,000-RP" ; +label variable ER67153 "G25E WHETHER ADC/TANF INCOME-RP" ; +label variable ER67154 "AMOUNT ADC/TANF INCOME-RP" ; +label variable ER67155 "AMOUNT ADC/TANF INCOME PER-RP" ; +label variable ER67156 "ACCURACY OF ADC/TANF INCOME-RP" ; +label variable ER67157 "ADC/TANF INCOME JAN-RP" ; +label variable ER67158 "ADC/TANF INCOME FEB-RP" ; +label variable ER67159 "ADC/TANF INCOME MAR-RP" ; +label variable ER67160 "ADC/TANF INCOME APR-RP" ; +label variable ER67161 "ADC/TANF INCOME MAY-RP" ; +label variable ER67162 "ADC/TANF INCOME JUN-RP" ; +label variable ER67163 "ADC/TANF INCOME JUL-RP" ; +label variable ER67164 "ADC/TANF INCOME AUG-RP" ; +label variable ER67165 "ADC/TANF INCOME SEP-RP" ; +label variable ER67166 "ADC/TANF INCOME OCT-RP" ; +label variable ER67167 "ADC/TANF INCOME NOV-RP" ; +label variable ER67168 "ADC/TANF INCOME DEC-RP" ; +label variable ER67169 "G25F WHETHER SSI INCOME-RP" ; +label variable ER67170 "REF PERSON SSI SELF/SOMEONE ELSE/BOTH" ; +label variable ER67171 "AMOUNT SSI INCOME-RP" ; +label variable ER67172 "AMOUNT SSI INCOME PER-RP" ; +label variable ER67173 "ACCURACY OF SSI INCOME-RP" ; +label variable ER67174 "SSI INCOME JAN-RP" ; +label variable ER67175 "SSI INCOME FEB-RP" ; +label variable ER67176 "SSI INCOME MAR-RP" ; +label variable ER67177 "SSI INCOME APR-RP" ; +label variable ER67178 "SSI INCOME MAY-RP" ; +label variable ER67179 "SSI INCOME JUN-RP" ; +label variable ER67180 "SSI INCOME JUL-RP" ; +label variable ER67181 "SSI INCOME AUG-RP" ; +label variable ER67182 "SSI INCOME SEP-RP" ; +label variable ER67183 "SSI INCOME OCT-RP" ; +label variable ER67184 "SSI INCOME NOV-RP" ; +label variable ER67185 "SSI INCOME DEC-RP" ; +label variable ER67186 "G25G WTR OTHER WELFARE INCOME-RP" ; +label variable ER67187 "AMOUNT OTHER WELFARE INCOME-RP" ; +label variable ER67188 "AMOUNT OTHER WELFARE INCOME PER-RP" ; +label variable ER67189 "ACCURACY OF OTHER WELFARE INCOME-RP" ; +label variable ER67190 "OTHER WELFARE INCOME JAN-RP" ; +label variable ER67191 "OTHER WELFARE INCOME FEB-RP" ; +label variable ER67192 "OTHER WELFARE INCOME MAR-RP" ; +label variable ER67193 "OTHER WELFARE INCOME APR-RP" ; +label variable ER67194 "OTHER WELFARE INCOME MAY-RP" ; +label variable ER67195 "OTHER WELFARE INCOME JUN-RP" ; +label variable ER67196 "OTHER WELFARE INCOME JUL-RP" ; +label variable ER67197 "OTHER WELFARE INCOME AUG-RP" ; +label variable ER67198 "OTHER WELFARE INCOME SEP-RP" ; +label variable ER67199 "OTHER WELFARE INCOME OCT-RP" ; +label variable ER67200 "OTHER WELFARE INCOME NOV-RP" ; +label variable ER67201 "OTHER WELFARE INCOME DEC-RP" ; +label variable ER67202 "G31 ANY FU MEMBER GET SOCSEC" ; +label variable ER67203 "G37A WTR VA PENSION SVCMEN TYPE-RP" ; +label variable ER67204 "G37A WTR VA PENSION DISABILITY TYPE-RP" ; +label variable ER67205 "G37A WTR VA PENSION GI BILL TYPE-RP" ; +label variable ER67206 "G37A WTR VA PENSION OTHER TYPE-RP" ; +label variable ER67207 "AMOUNT VA PENSION INCOME-RP" ; +label variable ER67208 "AMOUNT VA PENSION INCOME PER-RP" ; +label variable ER67209 "ACCURACY OF VA PENSION INCOME-RP" ; +label variable ER67210 "VA PENSION INCOME JAN-RP" ; +label variable ER67211 "VA PENSION INCOME FEB-RP" ; +label variable ER67212 "VA PENSION INCOME MAR-RP" ; +label variable ER67213 "VA PENSION INCOME APR-RP" ; +label variable ER67214 "VA PENSION INCOME MAY-RP" ; +label variable ER67215 "VA PENSION INCOME JUN-RP" ; +label variable ER67216 "VA PENSION INCOME JUL-RP" ; +label variable ER67217 "VA PENSION INCOME AUG-RP" ; +label variable ER67218 "VA PENSION INCOME SEP-RP" ; +label variable ER67219 "VA PENSION INCOME OCT-RP" ; +label variable ER67220 "VA PENSION INCOME NOV-RP" ; +label variable ER67221 "VA PENSION INCOME DEC-RP" ; +label variable ER67222 "G40A WTR NONVA RETIREMT-RP" ; +label variable ER67223 "AMOUNT NONVA RETIREMENT-RP" ; +label variable ER67224 "AMOUNT NONVA RETIREMENT PER-RP" ; +label variable ER67225 "ACCURACY OF NONVA RETIREMENT-RP" ; +label variable ER67226 "NONVA RETIREMENT INCOME JAN-RP" ; +label variable ER67227 "NONVA RETIREMENT INCOME FEB-RP" ; +label variable ER67228 "NONVA RETIREMENT INCOME MAR-RP" ; +label variable ER67229 "NONVA RETIREMENT INCOME APR-RP" ; +label variable ER67230 "NONVA RETIREMENT INCOME MAY-RP" ; +label variable ER67231 "NONVA RETIREMENT INCOME JUN-RP" ; +label variable ER67232 "NONVA RETIREMENT INCOME JUL-RP" ; +label variable ER67233 "NONVA RETIREMENT INCOME AUG-RP" ; +label variable ER67234 "NONVA RETIREMENT INCOME SEP-RP" ; +label variable ER67235 "NONVA RETIREMENT INCOME OCT-RP" ; +label variable ER67236 "NONVA RETIREMENT INCOME NOV-RP" ; +label variable ER67237 "NONVA RETIREMENT INCOME DEC-RP" ; +label variable ER67238 "G40B WTR ANNUITIES INCOME-RP" ; +label variable ER67239 "AMOUNT ANNUITIES INCOME-RP" ; +label variable ER67240 "AMOUNT ANNUITIES INCOME PER-RP" ; +label variable ER67241 "ACCURACY ANNUITIES INCOME-RP" ; +label variable ER67242 "ANNUITIES INCOME JAN-RP" ; +label variable ER67243 "ANNUITIES INCOME FEB-RP" ; +label variable ER67244 "ANNUITIES INCOME MAR-RP" ; +label variable ER67245 "ANNUITIES INCOME APR-RP" ; +label variable ER67246 "ANNUITIES INCOME MAY-RP" ; +label variable ER67247 "ANNUITIES INCOME JUN-RP" ; +label variable ER67248 "ANNUITIES INCOME JUL-RP" ; +label variable ER67249 "ANNUITIES INCOME AUG-RP" ; +label variable ER67250 "ANNUITIES INCOME SEP-RP" ; +label variable ER67251 "ANNUITIES INCOME OCT-RP" ; +label variable ER67252 "ANNUITIES INCOME NOV-RP" ; +label variable ER67253 "ANNUITIES INCOME DEC-RP" ; +label variable ER67254 "G40C WTR OTR PENSION INCOME-RP" ; +label variable ER67255 "AMOUNT OTR PENSION INCOME-RP" ; +label variable ER67256 "AMOUNT OTR PENSION INCOME PER-RP" ; +label variable ER67257 "ACCURACY OF OTR PENSION INCOME-RP" ; +label variable ER67258 "OTHER PENSION INCOME JAN-RP" ; +label variable ER67259 "OTHER PENSION INCOME FEB-RP" ; +label variable ER67260 "OTHER PENSION INCOME MAR-RP" ; +label variable ER67261 "OTHER PENSION INCOME APR-RP" ; +label variable ER67262 "OTHER PENSION INCOME MAY-RP" ; +label variable ER67263 "OTHER PENSION INCOME JUN-RP" ; +label variable ER67264 "OTHER PENSION INCOME JUL-RP" ; +label variable ER67265 "OTHER PENSION INCOME AUG-RP" ; +label variable ER67266 "OTHER PENSION INCOME SEP-RP" ; +label variable ER67267 "OTHER PENSION INCOME OCT-RP" ; +label variable ER67268 "OTHER PENSION INCOME NOV-RP" ; +label variable ER67269 "OTHER PENSION INCOME DEC-RP" ; +label variable ER67270 "G40D WHETHER IRA INCOME-RP" ; +label variable ER67271 "AMOUNT IRA INCOME-RP" ; +label variable ER67272 "AMOUNT IRA INCOME PER-RP" ; +label variable ER67273 "ACCURACY OF IRA INCOME-RP" ; +label variable ER67274 "IRA INCOME JAN-RP" ; +label variable ER67275 "IRA INCOME FEB-RP" ; +label variable ER67276 "IRA INCOME MAR-RP" ; +label variable ER67277 "IRA INCOME APR-RP" ; +label variable ER67278 "IRA INCOME MAY-RP" ; +label variable ER67279 "IRA INCOME JUN-RP" ; +label variable ER67280 "IRA INCOME JUL-RP" ; +label variable ER67281 "IRA INCOME AUG-RP" ; +label variable ER67282 "IRA INCOME SEP-RP" ; +label variable ER67283 "IRA INCOME OCT-RP" ; +label variable ER67284 "IRA INCOME NOV-RP" ; +label variable ER67285 "IRA INCOME DEC-RP" ; +label variable ER67286 "G43 NUM OF NON VA PENSN-RP" ; +label variable ER67287 "G44A WTR UNEMPLOY COMP-RP" ; +label variable ER67288 "AMOUNT UNEMPLOY COMP-RP" ; +label variable ER67289 "AMOUNT UNEMPLOY COMP PER-RP" ; +label variable ER67290 "ACCURACY OF UNEMPL COMP-RP" ; +label variable ER67291 "UNEMPLOYMENT INCOME JAN-RP" ; +label variable ER67292 "UNEMPLOYMENT INCOME FEB-RP" ; +label variable ER67293 "UNEMPLOYMENT INCOME MAR-RP" ; +label variable ER67294 "UNEMPLOYMENT INCOME APR-RP" ; +label variable ER67295 "UNEMPLOYMENT INCOME MAY-RP" ; +label variable ER67296 "UNEMPLOYMENT INCOME JUN-RP" ; +label variable ER67297 "UNEMPLOYMENT INCOME JUL-RP" ; +label variable ER67298 "UNEMPLOYMENT INCOME AUG-RP" ; +label variable ER67299 "UNEMPLOYMENT INCOME SEP-RP" ; +label variable ER67300 "UNEMPLOYMENT INCOME OCT-RP" ; +label variable ER67301 "UNEMPLOYMENT INCOME NOV-RP" ; +label variable ER67302 "UNEMPLOYMENT INCOME DEC-RP" ; +label variable ER67303 "G44B WTR WORKERS COMP-RP" ; +label variable ER67304 "AMOUNT WORKERS COMP-RP" ; +label variable ER67305 "AMOUNT WORKERS COMP PER-RP" ; +label variable ER67306 "ACCURACY OF WORKERS COMP-RP" ; +label variable ER67307 "WORKERS COMP INCOME JAN-RP" ; +label variable ER67308 "WORKERS COMP INCOME FEB-RP" ; +label variable ER67309 "WORKERS COMP INCOME MAR-RP" ; +label variable ER67310 "WORKERS COMP INCOME APR-RP" ; +label variable ER67311 "WORKERS COMP INCOME MAY-RP" ; +label variable ER67312 "WORKERS COMP INCOME JUN-RP" ; +label variable ER67313 "WORKERS COMP INCOME JUL-RP" ; +label variable ER67314 "WORKERS COMP INCOME AUG-RP" ; +label variable ER67315 "WORKERS COMP INCOME SEP-RP" ; +label variable ER67316 "WORKERS COMP INCOME OCT-RP" ; +label variable ER67317 "WORKERS COMP INCOME NOV-RP" ; +label variable ER67318 "WORKERS COMP INCOME DEC-RP" ; +label variable ER67319 "G44C WTR CHILD SUPPORT INCOME-RP" ; +label variable ER67320 "AMOUNT CHILD SUPPORT INCOME-RP" ; +label variable ER67321 "AMOUNT CHILD SUPPORT INCOME PER-RP" ; +label variable ER67322 "ACCURACY OF CHILD SUPPORT INCOME-RP" ; +label variable ER67323 "CHILD SUPPORT INCOME JAN-RP" ; +label variable ER67324 "CHILD SUPPORT INCOME FEB-RP" ; +label variable ER67325 "CHILD SUPPORT INCOME MAR-RP" ; +label variable ER67326 "CHILD SUPPORT INCOME APR-RP" ; +label variable ER67327 "CHILD SUPPORT INCOME MAY-RP" ; +label variable ER67328 "CHILD SUPPORT INCOME JUN-RP" ; +label variable ER67329 "CHILD SUPPORT INCOME JUL-RP" ; +label variable ER67330 "CHILD SUPPORT INCOME AUG-RP" ; +label variable ER67331 "CHILD SUPPORT INCOME SEP-RP" ; +label variable ER67332 "CHILD SUPPORT INCOME OCT-RP" ; +label variable ER67333 "CHILD SUPPORT INCOME NOV-RP" ; +label variable ER67334 "CHILD SUPPORT INCOME DEC-RP" ; +label variable ER67335 "G44D WTR ALIMONY INCOME-RP" ; +label variable ER67336 "AMOUNT ALIMONY INCOME-RP" ; +label variable ER67337 "AMOUNT ALIMONY INCOME PER-RP" ; +label variable ER67338 "ACCURACY OF ALIMONY INCOME-RP" ; +label variable ER67339 "ALIMONY INCOME JAN-RP" ; +label variable ER67340 "ALIMONY INCOME FEB-RP" ; +label variable ER67341 "ALIMONY INCOME MAR-RP" ; +label variable ER67342 "ALIMONY INCOME APR-RP" ; +label variable ER67343 "ALIMONY INCOME MAY-RP" ; +label variable ER67344 "ALIMONY INCOME JUN-RP" ; +label variable ER67345 "ALIMONY INCOME JUL-RP" ; +label variable ER67346 "ALIMONY INCOME AUG-RP" ; +label variable ER67347 "ALIMONY INCOME SEP-RP" ; +label variable ER67348 "ALIMONY INCOME OCT-RP" ; +label variable ER67349 "ALIMONY INCOME NOV-RP" ; +label variable ER67350 "ALIMONY INCOME DEC-RP" ; +label variable ER67351 "G44E WTR HELP FROM RELATIVES-RP" ; +label variable ER67352 "AMOUNT HELP FROM RELATIVES-RP" ; +label variable ER67353 "AMOUNT HELP FROM RELATIVES PER-RP" ; +label variable ER67354 "ACCURACY OF HELP FROM RELATIVES-RP" ; +label variable ER67355 "HELP FROM RELATIVE JAN-RP" ; +label variable ER67356 "HELP FROM RELATIVE FEB-RP" ; +label variable ER67357 "HELP FROM RELATIVE MAR-RP" ; +label variable ER67358 "HELP FROM RELATIVE APR-RP" ; +label variable ER67359 "HELP FROM RELATIVE MAY-RP" ; +label variable ER67360 "HELP FROM RELATIVE JUN-RP" ; +label variable ER67361 "HELP FROM RELATIVE JUL-RP" ; +label variable ER67362 "HELP FROM RELATIVE AUG-RP" ; +label variable ER67363 "HELP FROM RELATIVE SEP-RP" ; +label variable ER67364 "HELP FROM RELATIVE OCT-RP" ; +label variable ER67365 "HELP FROM RELATIVE NOV-RP" ; +label variable ER67366 "HELP FROM RELATIVE DEC-RP" ; +label variable ER67367 "G44F WTR HELP FROM OTHERS-RP" ; +label variable ER67368 "AMOUNT HELP FROM OTHERS-RP" ; +label variable ER67369 "AMOUNT HELP FROM OTHERS PER-RP" ; +label variable ER67370 "ACCURACY OF HELP FROM OTHERS-RP" ; +label variable ER67371 "HELP FROM OTHERS JAN-RP" ; +label variable ER67372 "HELP FROM OTHERS FEB-RP" ; +label variable ER67373 "HELP FROM OTHERS MAR-RP" ; +label variable ER67374 "HELP FROM OTHERS APR-RP" ; +label variable ER67375 "HELP FROM OTHERS MAY-RP" ; +label variable ER67376 "HELP FROM OTHERS JUN-RP" ; +label variable ER67377 "HELP FROM OTHERS JUL-RP" ; +label variable ER67378 "HELP FROM OTHERS AUG-RP" ; +label variable ER67379 "HELP FROM OTHERS SEP-RP" ; +label variable ER67380 "HELP FROM OTHERS OCT-RP" ; +label variable ER67381 "HELP FROM OTHERS NOV-RP" ; +label variable ER67382 "HELP FROM OTHERS DEC-RP" ; +label variable ER67383 "G44G WTR ANY OTHER INCOME-RP" ; +label variable ER67384 "AMOUNT ANY OTHER INCOME-RP" ; +label variable ER67385 "AMOUNT ANY OTHER INCOME PER-RP" ; +label variable ER67386 "ACCURACY OF ANY OTHER INCOME-RP" ; +label variable ER67387 "ANY OTHER INCOME JAN-RP" ; +label variable ER67388 "ANY OTHER INCOME FEB-RP" ; +label variable ER67389 "ANY OTHER INCOME MAR-RP" ; +label variable ER67390 "ANY OTHER INCOME APR-RP" ; +label variable ER67391 "ANY OTHER INCOME MAY-RP" ; +label variable ER67392 "ANY OTHER INCOME JUN-RP" ; +label variable ER67393 "ANY OTHER INCOME JUL-RP" ; +label variable ER67394 "ANY OTHER INCOME AUG-RP" ; +label variable ER67395 "ANY OTHER INCOME SEP-RP" ; +label variable ER67396 "ANY OTHER INCOME OCT-RP" ; +label variable ER67397 "ANY OTHER INCOME NOV-RP" ; +label variable ER67398 "ANY OTHER INCOME DEC-RP" ; +label variable ER67399 "G49 WTR SPOUSE IN FU NOW" ; +label variable ER67400 "G12 WHETHER WAGES/SALARY-SPOUSE" ; +label variable ER67401 "G13 WAGES/SALARY OF SPOUSE" ; +label variable ER67402 "ACCURACY OF WAGES/SALARY-SPOUSE" ; +label variable ER67403 "G14/16 BONUS/OT/TIPS/COMMISSION - SPOUSE" ; +label variable ER67404 "BONUS INCOME-SPOUSE" ; +label variable ER67405 "AMOUNT BONUS INCOME-SPOUSE" ; +label variable ER67406 "ACCURACY OF BONUS INCOME-SPOUSE" ; +label variable ER67407 "OVERTIME INCOME-SPOUSE" ; +label variable ER67408 "AMOUNT OVERTIME INCOME-SPOUSE" ; +label variable ER67409 "ACCURACY OF OVERTIME INCOME-SPOUSE" ; +label variable ER67410 "TIPS INCOME-SPOUSE" ; +label variable ER67411 "AMOUNT TIPS INCOME-SPOUSE" ; +label variable ER67412 "ACCURACY OF TIPS INCOME-SPOUSE" ; +label variable ER67413 "COMMISSION INCOME-SPOUSE" ; +label variable ER67414 "AMOUNT COMMISSION INCOME-SPOUSE" ; +label variable ER67415 "ACCURACY OF COMMISSION INCOME-SPOUSE" ; +label variable ER67416 "WHETHER OTHER LABOR INCOME-SPOUSE" ; +label variable ER67417 "AMOUNT OTHER LABOR INCOME-SPOUSE" ; +label variable ER67418 "ACCURACY OF OTHER LABOR INCOME-SPOUSE" ; +label variable ER67419 "WHETHER WORK HRS FOR WAGES ETC-SPOUSE" ; +label variable ER67420 "G18A WTR PROFESS/TRADE INCOME-SPOUSE" ; +label variable ER67421 "AMOUNT PROFESS/TRADE INCOME-SPOUSE" ; +label variable ER67422 "AMOUNT PROFESS/TRADE INCOME PER-SPOUSE" ; +label variable ER67423 "ACCURACY OF PROFESS/TRADE INCOME-SPOUSE" ; +label variable ER67424 "PROFESS/TRADE INCOME JAN-SPOUSE" ; +label variable ER67425 "PROFESS/TRADE INCOME FEB-SPOUSE" ; +label variable ER67426 "PROFESS/TRADE INCOME MAR-SPOUSE" ; +label variable ER67427 "PROFESS/TRADE INCOME APR-SPOUSE" ; +label variable ER67428 "PROFESS/TRADE INCOME MAY-SPOUSE" ; +label variable ER67429 "PROFESS/TRADE INCOME JUN-SPOUSE" ; +label variable ER67430 "PROFESS/TRADE INCOME JUL-SPOUSE" ; +label variable ER67431 "PROFESS/TRADE INCOME AUG-SPOUSE" ; +label variable ER67432 "PROFESS/TRADE INCOME SEP-SPOUSE" ; +label variable ER67433 "PROFESS/TRADE INCOME OCT-SPOUSE" ; +label variable ER67434 "PROFESS/TRADE INCOME NOV-SPOUSE" ; +label variable ER67435 "PROFESS/TRADE INCOME DEC-SPOUSE" ; +label variable ER67436 "WTR WORK HRS PRO PRACTICE/TRADE-SPOUSE" ; +label variable ER67437 "G23 WTR INCLUDED INCOME XTRA JOB-SPOUSE" ; +label variable ER67438 "AMOUNT XTRA JOB INCOME-SPOUSE" ; +label variable ER67439 "ACCURACY XTRA JOB INCOME-SPOUSE" ; +label variable ER67440 "G25A WHETHER RENT INCOME-SPOUSE" ; +label variable ER67441 "AMOUNT RENT INCOME-SPOUSE" ; +label variable ER67442 "AMOUNT RENT INCOME PER-SPOUSE" ; +label variable ER67443 "ACCURACY OF RENT INCOME-SPOUSE" ; +label variable ER67444 "G26A3 WTR RENT ADDITIONAL TO RP AMT" ; +label variable ER67445 "RENT INCOME JAN-SPOUSE" ; +label variable ER67446 "RENT INCOME FEB-SPOUSE" ; +label variable ER67447 "RENT INCOME MAR-SPOUSE" ; +label variable ER67448 "RENT INCOME APR-SPOUSE" ; +label variable ER67449 "RENT INCOME MAY-SPOUSE" ; +label variable ER67450 "RENT INCOME JUN-SPOUSE" ; +label variable ER67451 "RENT INCOME JUL-SPOUSE" ; +label variable ER67452 "RENT INCOME AUG-SPOUSE" ; +label variable ER67453 "RENT INCOME SEP-SPOUSE" ; +label variable ER67454 "RENT INCOME OCT-SPOUSE" ; +label variable ER67455 "RENT INCOME NOV-SPOUSE" ; +label variable ER67456 "RENT INCOME DEC-SPOUSE" ; +label variable ER67457 "G25B WHETHER DIVIDEND INCOME-SPOUSE" ; +label variable ER67458 "AMOUNT DIVIDEND INCOME-SPOUSE" ; +label variable ER67459 "AMOUNT DIVIDEND INCOME PER-SPOUSE" ; +label variable ER67460 "ACCURACY OF DIVIDEND INCOME-SPOUSE" ; +label variable ER67461 "G26B3 WTR DIVS ADDITIONAL TO RP AMT" ; +label variable ER67462 "DIVIDEND INCOME JAN-SPOUSE" ; +label variable ER67463 "DIVIDEND INCOME FEB-SPOUSE" ; +label variable ER67464 "DIVIDEND INCOME MAR-SPOUSE" ; +label variable ER67465 "DIVIDEND INCOME APR-SPOUSE" ; +label variable ER67466 "DIVIDEND INCOME MAY-SPOUSE" ; +label variable ER67467 "DIVIDEND INCOME JUN-SPOUSE" ; +label variable ER67468 "DIVIDEND INCOME JUL-SPOUSE" ; +label variable ER67469 "DIVIDEND INCOME AUG-SPOUSE" ; +label variable ER67470 "DIVIDEND INCOME SEP-SPOUSE" ; +label variable ER67471 "DIVIDEND INCOME OCT-SPOUSE" ; +label variable ER67472 "DIVIDEND INCOME NOV-SPOUSE" ; +label variable ER67473 "DIVIDEND INCOME DEC-SPOUSE" ; +label variable ER67474 "G25C WHETHER INTEREST INCOME-SPOUSE" ; +label variable ER67475 "AMOUNT INTEREST INCOME-SPOUSE" ; +label variable ER67476 "AMOUNT INTEREST INCOME PER-SPOUSE" ; +label variable ER67477 "ACCURACY OF INTEREST INCOME-SPOUSE" ; +label variable ER67478 "G26C3 WTR INTEREST ADDITNL TO RP AMT" ; +label variable ER67479 "INTEREST INCOME JAN-SPOUSE" ; +label variable ER67480 "INTEREST INCOME FEB-SPOUSE" ; +label variable ER67481 "INTEREST INCOME MAR-SPOUSE" ; +label variable ER67482 "INTEREST INCOME APR-SPOUSE" ; +label variable ER67483 "INTEREST INCOME MAY-SPOUSE" ; +label variable ER67484 "INTEREST INCOME JUN-SPOUSE" ; +label variable ER67485 "INTEREST INCOME JUL-SPOUSE" ; +label variable ER67486 "INTEREST INCOME AUG-SPOUSE" ; +label variable ER67487 "INTEREST INCOME SEP-SPOUSE" ; +label variable ER67488 "INTEREST INCOME OCT-SPOUSE" ; +label variable ER67489 "INTEREST INCOME NOV-SPOUSE" ; +label variable ER67490 "INTEREST INCOME DEC-SPOUSE" ; +label variable ER67491 "G25D WTR TRUST FUND INCOME-SPOUSE" ; +label variable ER67492 "AMOUNT TRUST INCOME-SPOUSE" ; +label variable ER67493 "AMOUNT TRUST FUND INCOME PER-SPOUSE" ; +label variable ER67494 "ACCURACY OF TRUST FUND INCOME-SPOUSE" ; +label variable ER67495 "TRUST INCOME JAN-SPOUSE" ; +label variable ER67496 "TRUST INCOME FEB-SPOUSE" ; +label variable ER67497 "TRUST INCOME MAR-SPOUSE" ; +label variable ER67498 "TRUST INCOME APR-SPOUSE" ; +label variable ER67499 "TRUST INCOME MAY-SPOUSE" ; +label variable ER67500 "TRUST INCOME JUN-SPOUSE" ; +label variable ER67501 "TRUST INCOME JUL-SPOUSE" ; +label variable ER67502 "TRUST INCOME AUG-SPOUSE" ; +label variable ER67503 "TRUST INCOME SEP-SPOUSE" ; +label variable ER67504 "TRUST INCOME OCT-SPOUSE" ; +label variable ER67505 "TRUST INCOME NOV-SPOUSE" ; +label variable ER67506 "TRUST INCOME DEC-SPOUSE" ; +label variable ER67507 "G25ECKPT WTR WAGES/SALARY LE $25,000-SP" ; +label variable ER67508 "G25E WTR RECEIVED ADC/TANF-SPOUSE" ; +label variable ER67509 "AMOUNT ADC/TANF INCOME-SPOUSE" ; +label variable ER67510 "AMOUNT ADC/TANF INCOME PER-SPOUSE" ; +label variable ER67511 "ACCURACY OF ADC/TANF INCOME-SPOUSE" ; +label variable ER67512 "ADC/TANF INCOME JAN-SPOUSE" ; +label variable ER67513 "ADC/TANF INCOME FEB-SPOUSE" ; +label variable ER67514 "ADC/TANF INCOME MAR-SPOUSE" ; +label variable ER67515 "ADC/TANF INCOME APR-SPOUSE" ; +label variable ER67516 "ADC/TANF INCOME MAY-SPOUSE" ; +label variable ER67517 "ADC/TANF INCOME JUN-SPOUSE" ; +label variable ER67518 "ADC/TANF INCOME JUL-SPOUSE" ; +label variable ER67519 "ADC/TANF INCOME AUG-SPOUSE" ; +label variable ER67520 "ADC/TANF INCOME SEP-SPOUSE" ; +label variable ER67521 "ADC/TANF INCOME OCT-SPOUSE" ; +label variable ER67522 "ADC/TANF INCOME NOV-SPOUSE" ; +label variable ER67523 "ADC/TANF INCOME DEC-SPOUSE" ; +label variable ER67524 "G25F WHETHER RECEIVED SSI INCOME-SPOUSE" ; +label variable ER67525 "SPOUSE SSI SELF/SOMEONE ELSE/BOTH" ; +label variable ER67526 "AMOUNT SSI INCOME-SPOUSE" ; +label variable ER67527 "AMOUNT SSI INCOME PER-SPOUSE" ; +label variable ER67528 "ACCURACY OF SSI INCOME-SPOUSE" ; +label variable ER67529 "SSI INCOME JAN-SPOUSE" ; +label variable ER67530 "SSI INCOME FEB-SPOUSE" ; +label variable ER67531 "SSI INCOME MAR-SPOUSE" ; +label variable ER67532 "SSI INCOME APR-SPOUSE" ; +label variable ER67533 "SSI INCOME MAY-SPOUSE" ; +label variable ER67534 "SSI INCOME JUN-SPOUSE" ; +label variable ER67535 "SSI INCOME JUL-SPOUSE" ; +label variable ER67536 "SSI INCOME AUG-SPOUSE" ; +label variable ER67537 "SSI INCOME SEP-SPOUSE" ; +label variable ER67538 "SSI INCOME OCT-SPOUSE" ; +label variable ER67539 "SSI INCOME NOV-SPOUSE" ; +label variable ER67540 "SSI INCOME DEC-SPOUSE" ; +label variable ER67541 "G25G WTR RECEIVED OTHER WELFARE-SPOUSE" ; +label variable ER67542 "AMOUNT OTHER WELFARE INCOME-SPOUSE" ; +label variable ER67543 "AMOUNT OTHER WELFARE INCOME PER-SPOUSE" ; +label variable ER67544 "ACCURACY OF OTHER WELFARE INCOME-SPOUSE" ; +label variable ER67545 "OTHER WELFARE INCOME JAN-SPOUSE" ; +label variable ER67546 "OTHER WELFARE INCOME FEB-SPOUSE" ; +label variable ER67547 "OTHER WELFARE INCOME MAR-SPOUSE" ; +label variable ER67548 "OTHER WELFARE INCOME APR-SPOUSE" ; +label variable ER67549 "OTHER WELFARE INC OME MAY-SPOUSE" ; +label variable ER67550 "OTHER WELFARE INCOME JUNE-SPOUSE" ; +label variable ER67551 "OTHER WELFARE INCOME JUL-SPOUSE" ; +label variable ER67552 "OTHER WELFARE INCOME AUG-SPOUSE" ; +label variable ER67553 "OTHER WELFARE INCOME SEP-SPOUSE" ; +label variable ER67554 "OTHER WELFARE INCOME OCT-SPOUSE" ; +label variable ER67555 "OTHER WELFARE INCOME NOV-SPOUSE" ; +label variable ER67556 "OTHER WELFARE INCOME DEC-SPOUSE" ; +label variable ER67557 "G37A WTR VA PENSION SVCMEN TYPE - SP" ; +label variable ER67558 "G37A WTR VA PENSION DISABILITY TYPE - SP" ; +label variable ER67559 "G37A WTR VA PENSION GI BILL TYPE-SPOUSE" ; +label variable ER67560 "G37A WTR VA PENSION OTHER TYPE-SPOUSE" ; +label variable ER67561 "AMOUNT VA PENSION INCOME-SPOUSE" ; +label variable ER67562 "AMOUNT VA PENSION INCOME PER-SPOUSE" ; +label variable ER67563 "ACCURACY OF VA PENSION INCOME-SPOUSE" ; +label variable ER67564 "VA PENSION INCOME JAN-SPOUSE" ; +label variable ER67565 "VA PENSION INCOME FEB-SPOUSE" ; +label variable ER67566 "VA PENSION INCOME MAR-SPOUSE" ; +label variable ER67567 "VA PENSION INCOME APR-SPOUSE" ; +label variable ER67568 "VA PENSION INCOME MAY-SPOUSE" ; +label variable ER67569 "VA PENSION INCOME JUN-SPOUSE" ; +label variable ER67570 "VA PENSION INCOME JUL-SPOUSE" ; +label variable ER67571 "VA PENSION INCOME AUG-SPOUSE" ; +label variable ER67572 "VA PENSION INCOME SEP-SPOUSE" ; +label variable ER67573 "VA PENSION INCOME OCT-SPOUSE" ; +label variable ER67574 "VA PENSION INCOME NOV-SPOUSE" ; +label variable ER67575 "VA PENSION INCOME DEC-SPOUSE" ; +label variable ER67576 "G40A WTR NONVA RETIREMENT-SPOUSE" ; +label variable ER67577 "AMOUNT NONVA RETIREMENT-SPOUSE" ; +label variable ER67578 "AMOUNT NONVA RETIREMENT PER-SPOUSE" ; +label variable ER67579 "ACCURACY OF NONVA RETIREMENT-SPOUSE" ; +label variable ER67580 "NONVA RETIREMENT INCOME JAN-SPOUSE" ; +label variable ER67581 "NONVA RETIREMENT INCOME FEB-SPOUSE" ; +label variable ER67582 "NONVA RETIREMENT INCOME MAR-SPOUSE" ; +label variable ER67583 "NONVA RETIREMENT INCOME APR-SPOUSE" ; +label variable ER67584 "NONVA RETIREMENT INCOME MAY-SPOUSE" ; +label variable ER67585 "NONVA RETIREMENT INCOME JUN-SPOUSE" ; +label variable ER67586 "NONVA RETIREMENT INCOME JUL-SPOUSE" ; +label variable ER67587 "NONVA RETIREMENT INCOME AUG-SPOUSE" ; +label variable ER67588 "NONVA RETIREMENT INCOME SEP-SPOUSE" ; +label variable ER67589 "NONVA RETIREMENT INCOME OCT-SPOUSE" ; +label variable ER67590 "NONVA RETIREMENT INCOME NOV-SPOUSE" ; +label variable ER67591 "NONVA RETIREMENT INCOME DEC-SPOUSE" ; +label variable ER67592 "G40B WTR ANNUITIES INCOME-SPOUSE" ; +label variable ER67593 "AMOUNT ANNUITIES INCOME-SPOUSE" ; +label variable ER67594 "AMOUNT ANNUITIES INCOME PER-SPOUSE" ; +label variable ER67595 "ACCURACY OF ANNUITIES INCOME-SPOUSE" ; +label variable ER67596 "ANNUITIES INCOME JAN-SPOUSE" ; +label variable ER67597 "ANNUITIES INCOME FEB-SPOUSE" ; +label variable ER67598 "ANNUITIES INCOME MAR-SPOUSE" ; +label variable ER67599 "ANNUITIES INCOME APR-SPOUSE" ; +label variable ER67600 "ANNUITIES INCOME MAY-SPOUSE" ; +label variable ER67601 "ANNUITIES INCOME JUN-SPOUSE" ; +label variable ER67602 "ANNUITIES INCOME JUL-SPOUSE" ; +label variable ER67603 "ANNUITIES INCOME AUG-SPOUSE" ; +label variable ER67604 "ANNUITIES INCOME SEP-SPOUSE" ; +label variable ER67605 "ANNUITIES INCOME OCT-SPOUSE" ; +label variable ER67606 "ANNUITIES INCOME NOV-SPOUSE" ; +label variable ER67607 "ANNUITIES INCOME DEC-SPOUSE" ; +label variable ER67608 "G40C WTR OTR PENSION INCOME-SPOUSE" ; +label variable ER67609 "AMOUNT OTR PENSION INCOME-SPOUSE" ; +label variable ER67610 "AMOUNT OTR PENSION INCOME PER-SPOUSE" ; +label variable ER67611 "ACCURACY OF OTR PENSION INCOME-SPOUSE" ; +label variable ER67612 "OTR PENSION INCOME JAN-SPOUSE" ; +label variable ER67613 "OTR PENSION INCOME FEB-SPOUSE" ; +label variable ER67614 "OTR PENSION INCOME MAR-SPOUSE" ; +label variable ER67615 "OTR PENSION INCOME APR-SPOUSE" ; +label variable ER67616 "OTR PENSION INCOME MAY-SPOUSE" ; +label variable ER67617 "OTR PENSION INCOME JUN-SPOUSE" ; +label variable ER67618 "OTR PENSION INCOME JUL-SPOUSE" ; +label variable ER67619 "OTR PENSION INCOME AUG-SPOUSE" ; +label variable ER67620 "OTR PENSION INCOME SEP-SPOUSE" ; +label variable ER67621 "OTR PENSION INCOME OCT-SPOUSE" ; +label variable ER67622 "OTR PENSION INCOME NOV-SPOUSE" ; +label variable ER67623 "OTR PENSION INCOME DEC-SPOUSE" ; +label variable ER67624 "G40D WHETHER IRA INCOME-SPOUSE" ; +label variable ER67625 "AMOUNT IRA INCOME-SPOUSE" ; +label variable ER67626 "AMOUNT IRA INCOME PER-SPOUSE" ; +label variable ER67627 "ACCURACY OF IRA INCOME-SPOUSE" ; +label variable ER67628 "IRA INCOME JAN-SPOUSE" ; +label variable ER67629 "IRA INCOME FEB-SPOUSE" ; +label variable ER67630 "IRA INCOME MAR-SPOUSE" ; +label variable ER67631 "IRA INCOME APR-SPOUSE" ; +label variable ER67632 "IRA INCOME MAY-SPOUSE" ; +label variable ER67633 "IRA INCOME JUN-SPOUSE" ; +label variable ER67634 "IRA INCOME JUL-SPOUSE" ; +label variable ER67635 "IRA INCOME AUG-SPOUSE" ; +label variable ER67636 "IRA INCOME SEP-SPOUSE" ; +label variable ER67637 "IRA INCOME OCT-SPOUSE" ; +label variable ER67638 "IRA INCOME NOV-SPOUSE" ; +label variable ER67639 "IRA INCOME DEC-SPOUSE" ; +label variable ER67640 "G43 NUM OF NON VA PENSN-SPOUSE" ; +label variable ER67641 "G44A WTR UNEMPLOYMENT INCOME-SPOUSE" ; +label variable ER67642 "AMOUNT UNEMPLOYMENT INCOME-SPOUSE" ; +label variable ER67643 "AMOUNT UNEMPLOYMENT INCOME PER-SPOUSE" ; +label variable ER67644 "ACCURACY OF UNEMPLOYMENT INCOME-SPOUSE" ; +label variable ER67645 "UNEMPLOYMENT INCOME JAN-SPOUSE" ; +label variable ER67646 "UNEMPLOYMENT INCOME FEB-SPOUSE" ; +label variable ER67647 "UNEMPLOYMENT INCOME MAR-SPOUSE" ; +label variable ER67648 "UNEMPLOYMENT INCOME APR-SPOUSE" ; +label variable ER67649 "UNEMPLOYMENT INCOME MAY-SPOUSE" ; +label variable ER67650 "UNEMPLOYMENT INCOME JUN-SPOUSE" ; +label variable ER67651 "UNEMPLOYMENT INCOME JUL-SPOUSE" ; +label variable ER67652 "UNEMPLOYMENT INCOME AUG-SPOUSE" ; +label variable ER67653 "UNEMPLOYMENT INCOME SEP-SPOUSE" ; +label variable ER67654 "UNEMPLOYMENT INCOME OCT-SPOUSE" ; +label variable ER67655 "UNEMPLOYMENT INCOME NOV-SPOUSE" ; +label variable ER67656 "UNEMPLOYMENT INCOME DEC-SPOUSE" ; +label variable ER67657 "G44B WHETHER WORKERS COMP SPOUSE" ; +label variable ER67658 "WORKERS COMP INCOME-SPOUSE" ; +label variable ER67659 "WORKERS COMP INCOME PER-SPOUSE" ; +label variable ER67660 "ACCURACY OF WORKERS COMP INCOME-SPOUSE" ; +label variable ER67661 "WORKERS COMP INCOME JAN-SPOUSE" ; +label variable ER67662 "WORKERS COMP INCOME FEB-SPOUSE" ; +label variable ER67663 "WORKERS COMP INCOME MAR-SPOUSE" ; +label variable ER67664 "WORKERS COMP INCOME APR-SPOUSE" ; +label variable ER67665 "WORKERS COMP INCOME MAY-SPOUSE" ; +label variable ER67666 "WORKERS COMP INCOME JUN-SPOUSE" ; +label variable ER67667 "WORKERS COMP INCOME JUL-SPOUSE" ; +label variable ER67668 "WORKERS COMP INCOME AUG-SPOUSE" ; +label variable ER67669 "WORKERS COMP INCOME SEP-SPOUSE" ; +label variable ER67670 "WORKERS COMP INCOME OCT-SPOUSE" ; +label variable ER67671 "WORKERS COMP INCOME NOV-SPOUSE" ; +label variable ER67672 "WORKERS COMP INCOME DEC-SPOUSE" ; +label variable ER67673 "G44C WTR RECD CHILD SUPPORT INCOME-SP" ; +label variable ER67674 "AMOUNT CHILD SUPPORT INCOME-SPOUSE" ; +label variable ER67675 "AMOUNT CHILD SUPPORT INCOME PER-SPOUSE" ; +label variable ER67676 "ACCURACY OF CHILD SUPPORT INCOME-SPOUSE" ; +label variable ER67677 "CHILD SUPPORT INCOME JAN-SPOUSE" ; +label variable ER67678 "CHILD SUPPORT INCOME FEB-SPOUSE" ; +label variable ER67679 "CHILD SUPPORT INCOME MAR-SPOUSE" ; +label variable ER67680 "CHILD SUPPORT INCOME APR-SPOUSE" ; +label variable ER67681 "CHILD SUPPORT INCOME MAY-SPOUSE" ; +label variable ER67682 "CHILD SUPPORT INCOME JUN-SPOUSE" ; +label variable ER67683 "CHILD SUPPORT INCOME JUL-SPOUSE" ; +label variable ER67684 "CHILD SUPPORT INCOME AUG-SPOUSE" ; +label variable ER67685 "CHILD SUPPORT INCOME SEP-SPOUSE" ; +label variable ER67686 "CHILD SUPPORT INCOME OCT-SPOUSE" ; +label variable ER67687 "CHILD SUPPORT INCOME NOV-SPOUSE" ; +label variable ER67688 "CHILD SUPPORT INCOME DEC-SPOUSE" ; +label variable ER67689 "G44D WTR ALIMONY INCOME-SPOUSE" ; +label variable ER67690 "AMOUNT ALIMONY INCOME-SPOUSE" ; +label variable ER67691 "AMOUNT ALIMONY INCOME PER-SPOUSE" ; +label variable ER67692 "ACCURACY OF ALIMONY INCOME-SPOUSE" ; +label variable ER67693 "ALIMONY INCOME JAN-SPOUSE" ; +label variable ER67694 "ALIMONY INCOME FEB-SPOUSE" ; +label variable ER67695 "ALIMONY INCOME MAR-SPOUSE" ; +label variable ER67696 "ALIMONY INCOME APR-SPOUSE" ; +label variable ER67697 "ALIMONY INCOME MAY-SPOUSE" ; +label variable ER67698 "ALIMONY INCOME JUN-SPOUSE" ; +label variable ER67699 "ALIMONY INCOME JUL-SPOUSE" ; +label variable ER67700 "ALIMONY INCOME AUG-SPOUSE" ; +label variable ER67701 "ALIMONY INCOME SEP-SPOUSE" ; +label variable ER67702 "ALIMONY INCOME OCT-SPOUSE" ; +label variable ER67703 "ALIMONY INCOME NOV-SPOUSE" ; +label variable ER67704 "ALIMONY INCOME DEC-SPOUSE" ; +label variable ER67705 "G44E WTR HELP FROM RELATIVES-SPOUSE" ; +label variable ER67706 "AMOUNT HELP FROM RELATIVES-SPOUSE" ; +label variable ER67707 "AMOUNT HELP FROM RELATIVES PER-SPOUSE" ; +label variable ER67708 "ACCURACY OF HELP FROM RELATIVES-SPOUSE" ; +label variable ER67709 "HELP FROM RELATIVES JAN-SPOUSE" ; +label variable ER67710 "HELP FROM RELATIVES FEB-SPOUSE" ; +label variable ER67711 "HELP FROM RELATIVES MAR-SPOUSE" ; +label variable ER67712 "HELP FROM RELATIVES APR-SPOUSE" ; +label variable ER67713 "HELP FROM RELATIVES MAY-SPOUSE" ; +label variable ER67714 "HELP FROM RELATIVES JUNE-SPOUSE" ; +label variable ER67715 "HELP FROM RELATIVES JULY-SPOUSE" ; +label variable ER67716 "HELP FROM RELATIVES AUG-SPOUSE" ; +label variable ER67717 "HELP FROM RELATIVES SEP-SPOUSE" ; +label variable ER67718 "HELP FROM RELATIVES OCT-SPOUSE" ; +label variable ER67719 "HELP FROM RELATIVES NOV-SPOUSE" ; +label variable ER67720 "HELP FROM RELATIVES DEC-SPOUSE" ; +label variable ER67721 "G44F WTR HELP FROM FRIENDS-SPOUSE" ; +label variable ER67722 "AMOUNT HELP FROM FRIENDS-SPOUSE" ; +label variable ER67723 "AMOUNT HELP FROM FRIENDS PER-SPOUSE" ; +label variable ER67724 "ACCURACY OF HELP FROM FRIENDS-SPOUSE" ; +label variable ER67725 "HELP FROM FRIENDS JAN-SPOUSE" ; +label variable ER67726 "HELP FROM FRIENDS FEB-SPOUSE" ; +label variable ER67727 "HELP FROM FRIENDS MAR-SPOUSE" ; +label variable ER67728 "HELP FROM FRIENDS APR-SPOUSE" ; +label variable ER67729 "HELP FROM FRIENDS MAY-SPOUSE" ; +label variable ER67730 "HELP FROM FRIENDS JUN-SPOUSE" ; +label variable ER67731 "HELP FROM FRIENDS JUL-SPOUSE" ; +label variable ER67732 "HELP FROM FRIENDS AUG-SPOUSE" ; +label variable ER67733 "HELP FROM FRIENDS SEP-SPOUSE" ; +label variable ER67734 "HELP FROM FRIENDS OCT-SPOUSE" ; +label variable ER67735 "HELP FROM FRIENDS NOV-SPOUSE" ; +label variable ER67736 "HELP FROM FRIENDS DEC-SPOUSE" ; +label variable ER67737 "G44G WTR RECEIVED OTHER INCOME-SPOUSE" ; +label variable ER67738 "AMOUNT OTHER INCOME-SPOUSE" ; +label variable ER67739 "AMOUNT OTHER INCOME PER-SPOUSE" ; +label variable ER67740 "ACCURACY OF OTHER INCOME-SPOUSE" ; +label variable ER67741 "ANY OTHER INCOME JAN-SPOUSE" ; +label variable ER67742 "ANY OTHER INCOME FEB-SPOUSE" ; +label variable ER67743 "ANY OTHER INCOME MAR-SPOUSE" ; +label variable ER67744 "ANY OTHER INCOME APR-SPOUSE" ; +label variable ER67745 "ANY OTHER INCOME MAY-SPOUSE" ; +label variable ER67746 "ANY OTHER INCOME JUN-SPOUSE" ; +label variable ER67747 "ANY OTHER INCOME JUL-SPOUSE" ; +label variable ER67748 "ANY OTHER INCOME AUG-SPOUSE" ; +label variable ER67749 "ANY OTHER INCOME SEP-SPOUSE" ; +label variable ER67750 "ANY OTHER INCOME OCT-SPOUSE" ; +label variable ER67751 "ANY OTHER INCOME NOV-SPOUSE" ; +label variable ER67752 "ANY OTHER INCOME DEC-SPOUSE" ; +label variable ER67753 "G99 WTR LUMP SUM PAYMNTS" ; +label variable ER67754 "G100 LUMP SUM PAYMENTS" ; +label variable ER67755 "G101 INHERITANCE" ; +label variable ER67756 "G102 WTR ITEMIZE FOR TAX" ; +label variable ER67757 "G102A ITEMIZED CHARITABLE CONTRIB AMT" ; +label variable ER67758 "G102B ITEMIZED MEDICAL EXPENSES AMT" ; +label variable ER67759 "G103 WTR HELP OTRS" ; +label variable ER67760 "G104 # OTRS SUPPORTED" ; +label variable ER67761 "G105 WHO SUPPORT 1" ; +label variable ER67762 "G105 WHO SUPPORT 2" ; +label variable ER67763 "G105 WHO SUPPORT 3" ; +label variable ER67764 "G105 WHO SUPPORT 4" ; +label variable ER67765 "G105 WHO SUPPORT 5" ; +label variable ER67766 "G106 TOTAL SUPP OF OTRS" ; +label variable ER67767 "G107 ANY CHILD SUPPORT" ; +label variable ER67768 "AMT OF CHLD SUPPRT GIVEN" ; +label variable ER67769 "G109 ANY ALIMONY" ; +label variable ER67770 "AMT OF ALIMONY GIVEN" ; +label variable ER67771 "G112 WTR DEPNDT OTRS" ; +label variable ER67772 "G113 NUMBER DEPNDT OTR" ; +label variable ER67773 "G114 WTR DEPNDT OTHS" ; +label variable ER67774 "W1 WTR OTR REAL ESTATE" ; +label variable ER67775 "W1A WTR SECOND HOME" ; +label variable ER67776 "W2A WORTH OF OTR REAL ESTATE" ; +label variable ER67777 "W3A WTR WORTH GE 50,000" ; +label variable ER67778 "W4A WTR WORTH GE 175,000" ; +label variable ER67779 "W5A WTR WORTH GE 20,000" ; +label variable ER67780 "W2B AMT OWED ON OTR REAL ESTATE" ; +label variable ER67781 "W3B WTR DEBT GE 50,000" ; +label variable ER67782 "W4B WTR DEBT GE 175,000" ; +label variable ER67783 "W5B WTR DEBT GE 20,000" ; +label variable ER67784 "W6 PROFIT IF SOLD VEHICLES" ; +label variable ER67785 "W7 WTR PROFIT GE 10,000" ; +label variable ER67786 "W8 WTR PROFIT GE 25,000" ; +label variable ER67787 "W9 WTR PROFIT GE 2,000" ; +label variable ER67788 "W10 WTR OWN BUSINESS/FARM" ; +label variable ER67789 "W11A WORTH OF FARM OR BUSINESS" ; +label variable ER67790 "W12A WTR WORTH GE 50,000" ; +label variable ER67791 "W13A WTR WORTH GE 200,000" ; +label variable ER67792 "W14A WTR WORTH GE 10,000" ; +label variable ER67793 "W11B AMT OWED ON FARM OR BUSINESS" ; +label variable ER67794 "W12B WTR DEBT GE 50,000" ; +label variable ER67795 "W13B WTR DEBT GE 200,000" ; +label variable ER67796 "W14B WTR DEBT GE 10,000" ; +label variable ER67797 "W15 WTR OWN NON-IRA STOCK" ; +label variable ER67798 "W16 PROFIT IF SOLD NON-IRA STOCK" ; +label variable ER67799 "W17 WTR PROFIT GE 50,000" ; +label variable ER67800 "W19 WTR PROFIT GE 15,000" ; +label variable ER67801 "W20 WTR PROFIT GE 150,000" ; +label variable ER67802 "W20CCKPT WTR DIVD BUT NO INCOME RPT" ; +label variable ER67803 "W20E REVISED DIVIDENDS" ; +label variable ER67804 "W20E REVISED DIVIDENDS PER" ; +label variable ER67805 "W20F WTR REC REV DIVIDENDS IN JAN" ; +label variable ER67806 "W20F WTR REC REV DIVIDENDS IN FEB" ; +label variable ER67807 "W20F WTR REC REV DIVIDENDS IN MAR" ; +label variable ER67808 "W20F WTR REC REV DIVIDENDS IN APR" ; +label variable ER67809 "W20F WTR REC REV DIVIDENDS IN MAY" ; +label variable ER67810 "W20F WTR REC REV DIVIDENDS IN JUN" ; +label variable ER67811 "W20F WTR REC REV DIVIDENDS IN JUL" ; +label variable ER67812 "W20F WTR REC REV DIVIDENDS IN AUG" ; +label variable ER67813 "W20F WTR REC REV DIVIDENDS IN SEP" ; +label variable ER67814 "W20F WTR REC REV DIVIDENDS IN OCT" ; +label variable ER67815 "W20F WTR REC REV DIVIDENDS IN NOV" ; +label variable ER67816 "W20F WTR REC REV DIVIDENDS IN DEC" ; +label variable ER67817 "W21 WTR IRA/PRIVATE ANNUITY" ; +label variable ER67818 "W21A HOW FUNDS INVESTED" ; +label variable ER67819 "W22 VALUE OF IRA/ANNUITY" ; +label variable ER67820 "W23 WTR VALUE GE 50,000" ; +label variable ER67821 "W24 WTR VALUE GE 100,000" ; +label variable ER67822 "W25 WTR VALUE GE 15,000" ; +label variable ER67823 "W26 WTR VALAUE GE 250,000" ; +label variable ER67824 "W27 WTR CK/SAVINGS/CD, ETC" ; +label variable ER67825 "W27A WTR CHECKING/SAVING ACCT" ; +label variable ER67826 "W28 AMT ALL ACCOUNTS" ; +label variable ER67827 "W29 WTR VALUE GE 5,000" ; +label variable ER67828 "W30 WTR VALUE GE 10,000" ; +label variable ER67829 "W31 WTR VALUE GE 50,000" ; +label variable ER67830 "W32 WTR VALUE GE 1,000" ; +label variable ER67831 "W31CKPT WTR INTEREST BUT NO INCOME RPT" ; +label variable ER67832 "W31E REVISED INTEREST" ; +label variable ER67833 "W31E REVISED INTEREST PER" ; +label variable ER67834 "W31F WTR REC REV INTEREST IN JAN" ; +label variable ER67835 "W31F WTR REC REV INTEREST IN FEB" ; +label variable ER67836 "W31F WTR REC REV INTEREST IN MAR" ; +label variable ER67837 "W31F WTR REC REV INTEREST IN APR" ; +label variable ER67838 "W31F WTR REC REV INTEREST IN MAY" ; +label variable ER67839 "W31F WTR REC REV INTEREST IN JUN" ; +label variable ER67840 "W31F WTR REC REV INTEREST IN JUL" ; +label variable ER67841 "W31F WTR REC REV INTEREST IN AUG" ; +label variable ER67842 "W31F WTR REC REV INTEREST IN SEP" ; +label variable ER67843 "W31F WTR REC REV INTEREST IN OCT" ; +label variable ER67844 "W31F WTR REC REV INTEREST IN NOV" ; +label variable ER67845 "W31F WTR REC REV INTEREST IN DEC" ; +label variable ER67846 "W33 WTR BONDS/INSURANCE, ETC." ; +label variable ER67847 "W34 PROFIT IF SOLD BONDS/INSURANCE" ; +label variable ER67848 "W35 WTR PROFIT GE 10,000" ; +label variable ER67849 "W36 WTR PROFIT GE 25,000" ; +label variable ER67850 "W37 WTR PROFIT GE 2,000" ; +label variable ER67851 "W38A WTR HAVE CREDIT/STORE CARD DEBT" ; +label variable ER67852 "W39A AMOUNT CREDIT/STORE CARD DEBT" ; +label variable ER67853 "W40A WTR DEBT GE 5,000" ; +label variable ER67854 "W41A WTR DEBT GE 10,000" ; +label variable ER67855 "W42A WTR DEBT GE 1,000" ; +label variable ER67856 "W43A WTR DEBT GE 15,000" ; +label variable ER67857 "W38B WTR HAS STUDENT LOANS" ; +label variable ER67858 "W38B WTR HAS MEDICAL BILLS" ; +label variable ER67859 "W38B WTR HAS LEGAL BILLS" ; +label variable ER67860 "W38B WTR HAS LOANS FROM RELATIVES" ; +label variable ER67861 "W38B WTR HAS OTR DEBT" ; +label variable ER67862 "W39B1 AMOUNT STUDENT LOANS" ; +label variable ER67863 "W40B1 WTR STUDENT LOANS GE 25,000" ; +label variable ER67864 "W41B1 WTR STUDENT LOANS GE 50,000" ; +label variable ER67865 "W42B1 WTR STUDENT LOANS GE 10,000" ; +label variable ER67866 "W43B1 WTR STUDENT LOANS GE 75,000" ; +label variable ER67867 "W39B2 AMOUNT MEDICAL BILLS" ; +label variable ER67868 "W40B2 WTR MEDICAL BILLS GE 3,000" ; +label variable ER67869 "W41B2 WTR MEDICAL BILLS GE 10,000" ; +label variable ER67870 "W42B2 WTR MEDICAL BILLS GE 1,000" ; +label variable ER67871 "W43B2 WTR MEDICAL BILLS GE 25,000" ; +label variable ER67872 "W39B3 AMOUNT LEGAL BILLS" ; +label variable ER67873 "W40B3 WTR LEGAL BILLS GE 3,000" ; +label variable ER67874 "W41B3 WTR LEGAL BILLS GE 8,000" ; +label variable ER67875 "W42B3 WTR LEGAL BILLS GE 1,000" ; +label variable ER67876 "W43B3 WTR LEGAL BILLS GE 20,000" ; +label variable ER67877 "W39B4 AMOUNT LOANS FROM RELATIVES" ; +label variable ER67878 "W40B4 WTR LOANS FROM RELS GE 4,000" ; +label variable ER67879 "W41B4 WTR LOANS FROM RELS GE 10,000" ; +label variable ER67880 "W42B4 WTR LOANS FROM RELS GE 1,000" ; +label variable ER67881 "W43B4 WTR LOANS FROM RELS GE 20,000" ; +label variable ER67882 "W39B7A TYPE OF OTHER DEBT" ; +label variable ER67883 "W39B7 AMT OTHER OTHER DEBT" ; +label variable ER67884 "W40B7 WTR OTR DEBT GE 4,000" ; +label variable ER67885 "W41B7 WTR OTR DEBT GE 10,000" ; +label variable ER67886 "W42B7 WTR OTR DEBT GE 1,000" ; +label variable ER67887 "W43B7 WTR OTR DEBT GE 20,000" ; +label variable ER67888 "W43 WTR PUT MONEY IN PRIVATE ANNUITY/IRA" ; +label variable ER67889 "W44 AMT INVESTED IN IRA/ANNUITY" ; +label variable ER67890 "W45 WTR INVEST GE 10,000" ; +label variable ER67891 "W46 WTR INVEST GE 50,000" ; +label variable ER67892 "W47 WTR INVEST GE 5,000" ; +label variable ER67893 "W48 WTR CASHED PNSN/ANNTY/IRA" ; +label variable ER67894 "W49 VALUE PENSION/ANNUITY/IRA" ; +label variable ER67895 "W50 WTR VALUE GE 10,000" ; +label variable ER67896 "W51 WTR VALUE GE 50,000" ; +label variable ER67897 "W52 WTR VALUE GE 100,000" ; +label variable ER67898 "W53 WTR VALUE GE 5,000" ; +label variable ER67899 "W54 WTR SOLD HOME" ; +label variable ER67900 "W55 HOME SELLING PRICE" ; +label variable ER67901 "W56 WTR PRICE GE 60,000" ; +label variable ER67902 "W57 WTR PRICE GE 120,000" ; +label variable ER67903 "W58 WTR PRICE GE 30,000" ; +label variable ER67904 "W59A WTR BOUGHT OR SOLD REAL ESTATE" ; +label variable ER67905 "W60 AMT SPENT IN REAL ESTATE" ; +label variable ER67906 "W61 WTR AMT GE 60,000" ; +label variable ER67907 "W62 WTR AMT GE 120,000" ; +label variable ER67908 "W63 WTR AMT GE 30,000" ; +label variable ER67909 "W65CKPT WTR BOTH BOUGHT AND SOLD" ; +label variable ER67910 "W65 AMT FROM OTR REAL ESTATE" ; +label variable ER67911 "W66 WTR AMT GE 60,000" ; +label variable ER67912 "W67 WTR AMT GE 120,000" ; +label variable ER67913 "W68 WTR AMT GE 30,000" ; +label variable ER67914 "W69 WTR MADE ADDITION/REPAIRS" ; +label variable ER67915 "W70 COST OF ADDITION/REPAIRS" ; +label variable ER67916 "W71 WTR COST GE 25,000" ; +label variable ER67917 "W72 WTR COST GE 75,000" ; +label variable ER67918 "W73A WTR INVESTED OR SOLD BUSINESS/FARM" ; +label variable ER67919 "W74 AMT INVESTED IN BUSINESS/FARM" ; +label variable ER67920 "W75 WTR AMT GE 25,000" ; +label variable ER67921 "W76 WTR AMT GE 100,000" ; +label variable ER67922 "W77 WTR AMT GE 10,000" ; +label variable ER67923 "W79CKPT WTR BOTH INVESTED AND SOLD" ; +label variable ER67924 "W79 AMT FROM BUSINESS/FARM" ; +label variable ER67925 "W80 WTR AMT GE 25,000" ; +label variable ER67926 "W81 WTR AMT GE 100,000" ; +label variable ER67927 "W82 WTR AMT GE 10,000" ; +label variable ER67928 "W83A WTR BOUGHT OR SOLD STOCK" ; +label variable ER67929 "W91 AMT INVESTED IN STOCKS" ; +label variable ER67930 "W92 WTR AMT GE 20,000" ; +label variable ER67931 "W93 WTR AMT GE 50,000" ; +label variable ER67932 "W94 WTR AMT GE 100,000" ; +label variable ER67933 "W95 WTR AMT GE 5,000" ; +label variable ER67934 "W97CKPT WTR BOTH BOUGHT AND SOLD" ; +label variable ER67935 "W97 AMT NON-IRA STOCK" ; +label variable ER67936 "W98 WTR AMT GE 20,000" ; +label variable ER67937 "W99 WTR AMT GE 50,000" ; +label variable ER67938 "W100 WTR AMT GE 100,000" ; +label variable ER67939 "W101 WTR AMT GE 5,000" ; +label variable ER67940 "W102CKPT WTR ANY MOVERS OUT 18+" ; +label variable ER67941 "W102 WTR MOVER OUT W/ ASSETS OR DEBITS" ; +label variable ER67942 "W103 VALUE ASSETS MOVED OUT" ; +label variable ER67943 "W104 WTR VALUE GE 10,000" ; +label variable ER67944 "W105 WTR VALUE GE 25,000" ; +label variable ER67945 "W106 WTR VALUE GE 100,000" ; +label variable ER67946 "W107 WTR VALUE GE 5,000" ; +label variable ER67947 "W108 VALUE DEBTS MOVED OUT" ; +label variable ER67948 "W109 WTR VALUE GE 10,000" ; +label variable ER67949 "W110 WTR VALUE GE 25,000" ; +label variable ER67950 "W111 WTR VALUE GE 5,000" ; +label variable ER67951 "W112CKPT WTR ANY MOVERS IN 18+" ; +label variable ER67952 "W113 WTR MOVER IN W/ ASSETS OR DEBITS" ; +label variable ER67953 "W114 VALUE ASSETS MOVED IN" ; +label variable ER67954 "W115 WTR VALUE GE 10,000" ; +label variable ER67955 "W116 WTR VALUE GE 25,000" ; +label variable ER67956 "W117 WTR VALUE GE 100,000" ; +label variable ER67957 "W118 WTR VALUE GE 5,000" ; +label variable ER67958 "W119 VALUE DEBTS MOVE IN" ; +label variable ER67959 "W120 WTR VALUE GE 10,000" ; +label variable ER67960 "W121 WTR VALUE GE 25,000" ; +label variable ER67961 "W122 WTR VALUE GE 5,000" ; +label variable ER67962 "W123 WTR RECD GIFT/INHERITANCE" ; +label variable ER67963 "W123A WAS GIFT OR INHERITANCE - #1" ; +label variable ER67964 "W124A YR RCVD GIFT/INHERITANCE MEN1 - #1" ; +label variable ER67965 "W124A YR RCVD GIFT/INHERITANCE MEN2 - #1" ; +label variable ER67966 "W124A YR RCVD GIFT/INHERITANCE MEN3 - #1" ; +label variable ER67967 "W125 VALUE GIFT/INHERIT-#1" ; +label variable ER67968 "W126 WTR VALUE GE 25,000-#1" ; +label variable ER67969 "W127 WTR VALUE GE 75,000-#1" ; +label variable ER67970 "W123 WTR GIFT/INHERITANCE-#2" ; +label variable ER67971 "W123A WAS GIFT OR INHERITANCE - #2" ; +label variable ER67972 "W124A YR RCVD GIFT/INHERITANCE MEN1 - #2" ; +label variable ER67973 "W124A YR RCVD GIFT/INHERITANCE MEN2 - #2" ; +label variable ER67974 "W124A YR RCVD GIFT/INHERITANCE MEN3 - #2" ; +label variable ER67975 "W125 VALUE GIFT/INHERIT-#2" ; +label variable ER67976 "W126 WTR VALUE GE 25,000-#2" ; +label variable ER67977 "W127 WTR VALUE GE 75,000-#2" ; +label variable ER67978 "W123 WTR GIFT/INHERITANCE-#3" ; +label variable ER67979 "W123A WAS GIFT OR INHERITANCE - #3" ; +label variable ER67980 "W124A YR RCVD GIFT/INHERITANCE MEN1 - #3" ; +label variable ER67981 "W124A YR RCVD GIFT/INHERITANCE MEN2 - #3" ; +label variable ER67982 "W124A YR RCVD GIFT/INHERITANCE MEN3 - #3" ; +label variable ER67983 "W125 VALUE GIFT/INHERIT-#3" ; +label variable ER67984 "W126 WTR VALUE GE 25,000-#3" ; +label variable ER67985 "W127 WTR VALUE GE 75,000-#3" ; +label variable ER67986 "P0 WTR WORKING NOW - RP" ; +label variable ER67987 "P1 WTR PNSN AT CURR JOB - RP" ; +label variable ER67988 "P1A WTR ELIGIBLE FOR PLAN - RP" ; +label variable ER67989 "P6 # YRS IN PENSION PLAN - RP" ; +label variable ER67990 "P6 YR JOINED PENSION PLAN - RP" ; +label variable ER67991 "P7 WTR EVER ELIG FOR PLAN - RP" ; +label variable ER67992 "P6CKPT WTR SAME CMJ/PP6YRS-RP" ; +label variable ER67993 "P11 WTR CONTRIB TO PENSION - RP" ; +label variable ER67994 "P12 WTR CONTRIB REQUIRED - RP" ; +label variable ER67995 "P13 REQUIRED AMT - RP" ; +label variable ER67996 "P13 REQUIRED AMT PER - RP" ; +label variable ER67997 "P13 REQUIRED PCT - RP" ; +label variable ER67998 "P14 WTR VOLUNTARY CONTRIB - RP" ; +label variable ER67999 "P15 VOLUNTARY AMT - RP" ; +label variable ER68000 "P15 VOLUNTARY AMT PER - RP" ; +label variable ER68001 "P15 VOLUNTARY PCT - RP" ; +label variable ER68002 "P16 HOW BENEFIT FIGURED - RP" ; +label variable ER68003 "P17 WTR EMPLYR CONTRIB - RP" ; +label variable ER68004 "P18 AMT EMPLYR CONTRIB - RP" ; +label variable ER68005 "P18 EMPLYR AMT PER - RP" ; +label variable ER68006 "P18 PCT EMPLYR CONTRIB OF PAY - RP" ; +label variable ER68007 "P18B PCT EMP % OF EMPLOYEE CONTRIB-RP" ; +label variable ER68008 "P19CKPT WTR AGE 40+ - RP" ; +label variable ER68009 "P19 AGE PENSION INCL EMPLYR CONTRIB - RP" ; +label variable ER68010 "P20 AMT IN PENSION ACCT NOW - RP" ; +label variable ER68011 "P20B WTR AMT GE 25,000 - RP" ; +label variable ER68012 "P20C WTR AMT GE 75,000 - RP" ; +label variable ER68013 "P20D WTR AMT GE 200,000 - RP" ; +label variable ER68014 "P20E WTR AMT GE 5,000 - RP" ; +label variable ER68015 "P20A HOW FUNDS INVESTED - RP" ; +label variable ER68016 "P22 CKPT: TYPE PENSION - RP" ; +label variable ER68017 "P22A AGE ELIGIBLE FOR FULL PNSN (YRS)-RP" ; +label variable ER68018 "P22B AGE ELIGIBLE FOR FULL PNSN (MOS)-RP" ; +label variable ER68019 "P22C AGE ELIGIBLE FOR ANY PNSN (YRS)-RP" ; +label variable ER68020 "P22D AGE ELIGIBLE FOR ANY PNSN (MOS)-RP" ; +label variable ER68021 "P32 AGE EXPECT RECEIVE BENEFITS-RP" ; +label variable ER68022 "P34CKPT RP 40 YEARS OLD PLUS" ; +label variable ER68023 "P34 ESTIMATED BENEFIT AMT" ; +label variable ER68024 "P34 ESTIMATED BENEFIT PER" ; +label variable ER68025 "P34 ESTIMATED BENEFIT PCT" ; +label variable ER68026 "P34F WTR GE 40% OF PAY - RP" ; +label variable ER68027 "P34G WTR GE 60% OF PAY - RP" ; +label variable ER68028 "P34H WTR GE 80% OF PAY - RP" ; +label variable ER68029 "P34J WTR GE 20% OF PAY - RP" ; +label variable ER68030 "P39 USUAL RETIREMNT AGE OF OTRS - RP" ; +label variable ER68031 "P39 USUAL # YRS OTRS RETIRE - RP" ; +label variable ER68032 "P40CKPT WTR AGE 40+ - RP" ; +label variable ER68033 "P40 AGE PLAN STOP WORK - RP" ; +label variable ER68034 "P40 IN HOW MANY YRS PLAN STOP WORK - RP" ; +label variable ER68035 "P42CKPT WTR WK/LAYOFF/SICK/LEAVE-RP" ; +label variable ER68036 "P42 WTR TAX-DEFER PLAN - RP" ; +label variable ER68037 "P43 WTR EMPLYR CONTRIB - RP" ; +label variable ER68038 "P44 AMT EMPLYR CONTRIB - RP" ; +label variable ER68039 "P44 EMPLYR CONTRIB PER - RP" ; +label variable ER68040 "P44 PCT EMPLYR CONTRIB OF PAY - RP" ; +label variable ER68041 "P44B PCT EMP % OF EMPLOYEE CONTRIB-RP" ; +label variable ER68042 "P45 WTR PNSN W/PREV EMPLYR - RP" ; +label variable ER68043 "P45A NUMBER OF PNSN W/PREV EMPLYR-RP" ; +label variable ER68044 "P46 TYPE PREV PENSION-#1 - RP" ; +label variable ER68045 "P47 ACCT AMT WHEN LEFT PREV EMP-#1 - RP" ; +label variable ER68046 "P47B WTR AMT GE 20,000-#1 - RP" ; +label variable ER68047 "P47C WTR AMT GE 50,000-#1 - RP" ; +label variable ER68048 "P47D WTR AMT GE 150,000-#1 - RP" ; +label variable ER68049 "P47E WTR AMT GE 5,000-#1 - RP" ; +label variable ER68050 "P48 WHAT DID W/PREV PNSN-#1 - RP" ; +label variable ER68051 "P49 AMT NOW PREV PNSN ACCT-#1 - RP" ; +label variable ER68052 "P49B WTR AMT GE 50,000-#1 - RP" ; +label variable ER68053 "P49C WTR AMT GE 100,000-#1 - RP" ; +label variable ER68054 "P49D WTR AMT GE 200,000-#1 - RP" ; +label variable ER68055 "P49E WTR AMT GE 20,000-#1 - RP" ; +label variable ER68056 "P50 AGE REC IF ANNUITY-#1 - RP" ; +label variable ER68057 "P51 AMT PREV ANNUITY-#1 - RP" ; +label variable ER68058 "P51 PREV ANNUITY PER-#1 - RP" ; +label variable ER68059 "P51B WTR AMT GE 400 PER MONTH-#1 - RP" ; +label variable ER68060 "P51C WTR AMT GE 1,200 PER MONTH-#1 - RP" ; +label variable ER68061 "P51D WTR AMT GE 1,600 PER MONTH-#1 - RP" ; +label variable ER68062 "P51E WTR AMT GE 200 PER MONTH-#1 - RP" ; +label variable ER68063 "P52 STATUS PREV PNSN MEN1-#1 - RP" ; +label variable ER68064 "P52 STATUS PREV PNSN MEN2-#1 - RP" ; +label variable ER68065 "P52 STATUS PREV PNSN MEN3-#1 - RP" ; +label variable ER68066 "P52 STATUS PREV PNSN MEN4-#1 - RP" ; +label variable ER68067 "P52 STATUS PREV PNSN MEN5-#1 - RP" ; +label variable ER68068 "P52 STATUS PREV PNSN MEN6-#1 - RP" ; +label variable ER68069 "P53 YR REC PREV PNSN-#1 - RP" ; +label variable ER68070 "P54 PREV PNSN BENEFIT AMT-#1 - RP" ; +label variable ER68071 "P54 BENEFIT PER-#1 - RP" ; +label variable ER68072 "P54B WTR AMT GE 400 PER MONTH-#1 - RP" ; +label variable ER68073 "P54C WTR AMT GE 1,200 PER MONTH-#1 - RP" ; +label variable ER68074 "P54D WTR AMT GE 1,600 PER MONTH-#1 - RP" ; +label variable ER68075 "P54E WTR AMT GE 200 PER MONTH-#1 - RP" ; +label variable ER68076 "P55 WTR BENEFITS COLA-#1 - RP" ; +label variable ER68077 "P56 WTR BENEFITS EVER COLA-#1 - RP" ; +label variable ER68078 "P57 PREV PNSN CASH SETTLEMNT AMT-#1 - RP" ; +label variable ER68079 "P57B WTR AMT GE 6,000-#1 - RP" ; +label variable ER68080 "P57C WTR AMT GE 60,000-#1 - RP" ; +label variable ER68081 "P57D WTR AMT GE 250,000-#1 - RP" ; +label variable ER68082 "P57E WTR AMT GE 2,000-#1 - RP" ; +label variable ER68083 "P58 WHAT DID W/CASH MEN1-#1 - RP" ; +label variable ER68084 "P58 WHAT DID W/CASH MEN2-#1 - RP" ; +label variable ER68085 "P58 WHAT DID W/CASH MEN3-#1 - RP" ; +label variable ER68086 "P58 WHAT DID W/CASH MEN4-#1 - RP" ; +label variable ER68087 "P58 WHAT DID W/CASH MEN5-#1 - RP" ; +label variable ER68088 "P58 WHAT DID W/CASH MEN6-#1 - RP" ; +label variable ER68089 "P59 PREV PNSN IRA AMT-#1 - RP" ; +label variable ER68090 "P59B WTR AMT GE 6,000-#1 - RP" ; +label variable ER68091 "P59C WTR AMT GE 60,000-#1 - RP" ; +label variable ER68092 "P59D WTR AMT GE 250,000-#1 - RP" ; +label variable ER68093 "P59E WTR AMT GE 2,000-#1 - RP" ; +label variable ER68094 "P60 # YRS IN PREV PLAN-#1 - RP" ; +label variable ER68095 "P61 AGE EXPECT REC PREV PNSN-#1 - RP" ; +label variable ER68096 "P62 AMT EXPECT REC PREV PNSN-#1 - RP" ; +label variable ER68097 "P62 PREV PNSN PER-#1 - RP" ; +label variable ER68098 "P62 PCT EXPECT REC PREV PNSN-#1 - RP" ; +label variable ER68099 "P62F WTR GE 40% OF PAY #1 - RP" ; +label variable ER68100 "P62G WTR GE 60% OF PAY #1 - RP" ; +label variable ER68101 "P62H WTR GE 80% OF PAY #1 - RP" ; +label variable ER68102 "P62J WTR GE 20% OF PAY #1 - RP" ; +label variable ER68103 "P62K PAY WHEN LEFT JOB #1 -RP" ; +label variable ER68104 "P62K PER WHEN LEFT JOB #1 -RP" ; +label variable ER68105 "P63 ACCT AMT WHEN LEFT PREV EMP-#1 - RP" ; +label variable ER68106 "P63B WTR AMT GE 20,000-#1 - RP" ; +label variable ER68107 "P63C WTR AMT GE 50,000-#1 - RP" ; +label variable ER68108 "P63D WTR AMT GE 150,000-#1 - RP" ; +label variable ER68109 "P63E WTR AMT GE 5,000-#1 - RP" ; +label variable ER68110 "P64 WHAT DID W/PREV PNSN-#1 - RP" ; +label variable ER68111 "P65 ACCT AMT PREV PNSN NOW-#1 - RP" ; +label variable ER68112 "P65B WTR AMT GE 50,000-#1 - RP" ; +label variable ER68113 "P65C WTR AMT GE 100,000-#1 - RP" ; +label variable ER68114 "P65D WTR AMT GE 200,000-#1 - RP" ; +label variable ER68115 "P65E WTR AMT GE 20,000-#1 - RP" ; +label variable ER68116 "P66 AGE BEGAN REC ANNUITY-#1 - RP" ; +label variable ER68117 "P67 AMT PREV ANNUITY-#1 - RP" ; +label variable ER68118 "P67 PREV ANNUITY PER-#1 - RP" ; +label variable ER68119 "P67B WTR AMT GE 400 PER MONTH-#1 - RP" ; +label variable ER68120 "P67C WTR AMT GE 1,200 PER MONTH-#1 - RP" ; +label variable ER68121 "P67D WTR AMT GE 1,600 PER MONTH-#1 - RP" ; +label variable ER68122 "P67E WTR AMT GE 200 PER MONTH-#1 - RP" ; +label variable ER68123 "P69 WTR SECOND PREV PENSION - RP" ; +label variable ER68124 "P46 TYPE PREV PENSION-#2 - RP" ; +label variable ER68125 "P47 ACCT AMT WHEN LEFT PREV EMP-#2 - RP" ; +label variable ER68126 "P47B WTR AMT GE 20,000-#2 - RP" ; +label variable ER68127 "P47C WTR AMT GE 50,000-#2 - RP" ; +label variable ER68128 "P47D WTR AMT GE 150,000-#2 - RP" ; +label variable ER68129 "P47E WTR AMT GE 5,000-#2 - RP" ; +label variable ER68130 "P48 WHAT DID W/PREV PNSN-#2 - RP" ; +label variable ER68131 "P49 AMT NOW PREV PNSN ACCT-#2 - RP" ; +label variable ER68132 "P49B WTR AMT GE 50,000-#2 - RP" ; +label variable ER68133 "P49C WTR AMT GE 100,000-#2 - RP" ; +label variable ER68134 "P49D WTR AMT GE 200,000-#2 - RP" ; +label variable ER68135 "P49E WTR AMT GE 20,000-#2 - RP" ; +label variable ER68136 "P50 AGE REC IF ANNUITY-#2 - RP" ; +label variable ER68137 "P51 AMT PREV ANNUITY-#2 - RP" ; +label variable ER68138 "P51 PREV ANNUITY PER-#2 - RP" ; +label variable ER68139 "P51B WTR AMT GE 400 PER MONTH-#2 - RP" ; +label variable ER68140 "P51C WTR AMT GE 1,200 PER MONTH-#2 - RP" ; +label variable ER68141 "P51D WTR AMT GE 1,600 PER MONTH-#2 - RP" ; +label variable ER68142 "P51E WTR AMT GE 200 PER MONTH-#2 - RP" ; +label variable ER68143 "P52 STATUS PREV PNSN MEN1-#2 - RP" ; +label variable ER68144 "P52 STATUS PREV PNSN MEN2-#2 - RP" ; +label variable ER68145 "P52 STATUS PREV PNSN MEN3-#2 - RP" ; +label variable ER68146 "P52 STATUS PREV PNSN MEN4-#2 - RP" ; +label variable ER68147 "P52 STATUS PREV PNSN MEN5-#2 - RP" ; +label variable ER68148 "P52 STATUS PREV PNSN MEN6-#2 - RP" ; +label variable ER68149 "P53 YR REC PREV PNSN-#2 - RP" ; +label variable ER68150 "P54 PREV PNSN BENEFIT AMT-#2 - RP" ; +label variable ER68151 "P54 BENEFIT PER-#2 - RP" ; +label variable ER68152 "P54B WTR AMT GE 400 PER MONTH-#2 - RP" ; +label variable ER68153 "P54C WTR AMT GE 1,200 PER MONTH-#2 - RP" ; +label variable ER68154 "P54D WTR AMT GE 1,600 PER MONTH-#2 - RP" ; +label variable ER68155 "P54E WTR AMT GE 200 PER MONTH-#2 - RP" ; +label variable ER68156 "P55 WTR BENEFITS COLA-#2 - RP" ; +label variable ER68157 "P56 WTR BENEFITS EVER COLA-#2 - RP" ; +label variable ER68158 "P57 PREV PNSN CASH SETTLEMNT AMT-#2 - RP" ; +label variable ER68159 "P57B WTR AMT GE 6,000-#2 - RP" ; +label variable ER68160 "P57C WTR AMT GE 60,000-#2 - RP" ; +label variable ER68161 "P57D WTR AMT GE 250,000-#2 - RP" ; +label variable ER68162 "P57E WTR AMT GE 2,000-#2 - RP" ; +label variable ER68163 "P58 WHAT DID W/CASH MEN1-#2 - RP" ; +label variable ER68164 "P58 WHAT DID W/CASH MEN2-#2 - RP" ; +label variable ER68165 "P58 WHAT DID W/CASH MEN3-#2 - RP" ; +label variable ER68166 "P58 WHAT DID W/CASH MEN4-#2 - RP" ; +label variable ER68167 "P58 WHAT DID W/CASH MEN5-#2 - RP" ; +label variable ER68168 "P58 WHAT DID W/CASH MEN6-#2 - RP" ; +label variable ER68169 "P59 PREV PNSN IRA AMT-#2 - RP" ; +label variable ER68170 "P59B WTR AMT GE 6,000-#2 - RP" ; +label variable ER68171 "P59C WTR AMT GE 60,000-#2 - RP" ; +label variable ER68172 "P59D WTR AMT GE 250,000-#2 - RP" ; +label variable ER68173 "P59E WTR AMT GE 2,000-#2 - RP" ; +label variable ER68174 "P60 # YRS IN PREV PLAN-#2 - RP" ; +label variable ER68175 "P61 AGE EXPECT REC PREV PNSN-#2 - RP" ; +label variable ER68176 "P62 AMT EXPECT REC PREV PNSN-#2 - RP" ; +label variable ER68177 "P62 PREV PNSN PER-#2 - RP" ; +label variable ER68178 "P62 PCT EXPECT REC PREV PNSN-#2 - RP" ; +label variable ER68179 "P62F WTR GE 40% OF PAY #2 - RP" ; +label variable ER68180 "P62G WTR GE 60% OF PAY #2 - RP" ; +label variable ER68181 "P62H WTR GE 80% OF PAY #2 - RP" ; +label variable ER68182 "P62J WTR GE 20% OF PAY #2 - RP" ; +label variable ER68183 "P62K PAY WHEN LEFT JOB #2 -RP" ; +label variable ER68184 "P62K PER WHEN LEFT JOB #2 -RP" ; +label variable ER68185 "P63 ACCT AMT WHEN LEFT PREV EMP-#2 - RP" ; +label variable ER68186 "P63B WTR AMT GE 20,000-#2 - RP" ; +label variable ER68187 "P63C WTR AMT GE 50,000-#2 - RP" ; +label variable ER68188 "P63D WTR AMT GE 150,000-#2 - RP" ; +label variable ER68189 "P63E WTR AMT GE 5,000-#2 - RP" ; +label variable ER68190 "P64 WHAT DID W/PREV PNSN-#2 - RP" ; +label variable ER68191 "P65 ACCT AMT PREV PNSN NOW-#2 - RP" ; +label variable ER68192 "P65B WTR AMT GE 50,000-#2 - RP" ; +label variable ER68193 "P65C WTR AMT GE 100,000-#2 - RP" ; +label variable ER68194 "P65D WTR AMT GE 200,000-#2 - RP" ; +label variable ER68195 "P65E WTR AMT GE 20,000-#2 - RP" ; +label variable ER68196 "P66 AGE BEGAN REC ANNUITY-#2 - RP" ; +label variable ER68197 "P67 AMT PREV ANNUITY-#2 - RP" ; +label variable ER68198 "P67 PREV ANNUITY PER-#2 - RP" ; +label variable ER68199 "P67B WTR AMT GE 400 PER MONTH-#2 - RP" ; +label variable ER68200 "P67C WTR AMT GE 1,200 PER MONTH-#2 - RP" ; +label variable ER68201 "P67D WTR AMT GE 1,600 PER MONTH-#2 - RP" ; +label variable ER68202 "P67E WTR AMT GE 200 PER MONTH-#2 - RP" ; +label variable ER68203 "P0 WTR WORKING NOW - SP" ; +label variable ER68204 "P1 WTR PNSN AT CURR JOB - SP" ; +label variable ER68205 "P1A WTR ELIGIBLE FOR PLAN - SP" ; +label variable ER68206 "P6 # YRS IN PENSION PLAN - SP" ; +label variable ER68207 "P6 YR JOINED PENSION PLAN - SP" ; +label variable ER68208 "P7 WTR EVER ELIG FOR PLAN - SP" ; +label variable ER68209 "P6CKPT WTR SAME CMJ/PP6YRS-SP" ; +label variable ER68210 "P11 WTR CONTRIB TO PENSION - SP" ; +label variable ER68211 "P12 WTR CONTRIB REQUIRED - SP" ; +label variable ER68212 "P13 REQUIRED AMT - SP" ; +label variable ER68213 "P13 REQUIRED AMT PER - SP" ; +label variable ER68214 "P13 REQUIRED PCT - SP" ; +label variable ER68215 "P14 WTR VOLUNTARY CONTRIB - SP" ; +label variable ER68216 "P15 VOLUNTARY AMT - SP" ; +label variable ER68217 "P15 VOLUNTARY AMT PER - SP" ; +label variable ER68218 "P15 VOLUNTARY PCT - SP" ; +label variable ER68219 "P16 HOW BENEFIT FIGURED - SP" ; +label variable ER68220 "P17 WTR EMPLYR CONTRIB - SP" ; +label variable ER68221 "P18 AMT EMPLYR CONTRIB - SP" ; +label variable ER68222 "P18 EMPLYR AMT PER - SP" ; +label variable ER68223 "P18 PCT EMPLYR CONTRIB - SP" ; +label variable ER68224 "P18B PCT EMP % OF EMPLOYEE CONTRIB-SP" ; +label variable ER68225 "P19CKPT WTR AGE 40+ - SP" ; +label variable ER68226 "P19 AGE PENSION INCL EMPLYR CONTRIB - SP" ; +label variable ER68227 "P20 AMT IN PENSION ACCT NOW - SP" ; +label variable ER68228 "P20B WTR AMT GE 25,000 - SP" ; +label variable ER68229 "P20C WTR AMT GE 75,000 - SP" ; +label variable ER68230 "P20D WTR AMT GE 200,000 - SP" ; +label variable ER68231 "P20E WTR AMT GE 5,000 - SP" ; +label variable ER68232 "P20A HOW FUNDS INVESTED - SP" ; +label variable ER68233 "P22 CKPT: TYPE PENSION - SP" ; +label variable ER68234 "P22A AGE ELIGIBLE FOR FULL PNSN (YRS)-SP" ; +label variable ER68235 "P22B AGE ELIGIBLE FOR FULL PNSN (MOS)-SP" ; +label variable ER68236 "P22C AGE ELIGIBLE FOR ANY PNSN (YRS)-SP" ; +label variable ER68237 "P22D AGE ELIGIBLE FOR ANY PNSN (MOS)-SP" ; +label variable ER68238 "P32 AGE EXPECT RECEIVE BENEFITS-SP" ; +label variable ER68239 "P34CKPT SP 40 YEARS OLD PLUS" ; +label variable ER68240 "P34 ESTIMATED BENEFIT AMT - SP" ; +label variable ER68241 "P34 ESTIMATED BENEFIT PER - SP" ; +label variable ER68242 "P34 ESTIMATED BENEFIT PCT - SP" ; +label variable ER68243 "P34F WTR GE 40% OF PAY - SP" ; +label variable ER68244 "P34G WTR GE 60% OF PAY - SP" ; +label variable ER68245 "P34H WTR GE 80% OF PAY - SP" ; +label variable ER68246 "P34J WTR GE 20% OF PAY - SP" ; +label variable ER68247 "P39 USUAL RETIREMNT AGE OF OTRS - SP" ; +label variable ER68248 "P39 USUAL # YRS OTRS RETIRE - SP" ; +label variable ER68249 "P40CKPT WTR AGE 40+ - SP" ; +label variable ER68250 "P40 AGE PLAN STOP WORK - SP" ; +label variable ER68251 "P40 IN HOW MANY YRS PLAN STOP WORK - SP" ; +label variable ER68252 "P42CKPT WTR WK/LAYOFF/SICK/LEAVE-SP" ; +label variable ER68253 "P42 WTR TAX-DEFER PLAN - SP" ; +label variable ER68254 "P43 WTR EMPLYR CONTRIB - SP" ; +label variable ER68255 "P44 AMT EMPLYR CONTRIB - SP" ; +label variable ER68256 "P44 EMPLYR CONTRIB PER - SP" ; +label variable ER68257 "P44 PCT EMPLYR CONTRIB OF PAY - SP" ; +label variable ER68258 "P44B PCT EMP % OF EMPLOYEE CONTRIB-SP" ; +label variable ER68259 "P45 WTR PNSN W/PREV EMPLYR - SP" ; +label variable ER68260 "P45A NUMBER OF PNSN W/PREV EMPLYR-SP" ; +label variable ER68261 "P46 TYPE PREV PENSION-#1 - SP" ; +label variable ER68262 "P47 ACCT AMT WHEN LEFT PREV EMP-#1 - SP" ; +label variable ER68263 "P47B WTR AMT GE 20,000-#1 - SP" ; +label variable ER68264 "P47C WTR AMT GE 50,000-#1 - SP" ; +label variable ER68265 "P47D WTR AMT GE 150,000-#1 - SP" ; +label variable ER68266 "P47E WTR AMT GE 5,000-#1 - SP" ; +label variable ER68267 "P48 WHAT DID W/PREV PNSN-#1 - SP" ; +label variable ER68268 "P49 AMT NOW PREV PNSN ACCT-#1 - SP" ; +label variable ER68269 "P49B WTR AMT GE 50,000-#1 - SP" ; +label variable ER68270 "P49C WTR AMT GE 100,000-#1 - SP" ; +label variable ER68271 "P49D WTR AMT GE 200,000-#1 - SP" ; +label variable ER68272 "P49E WTR AMT GE 20,000-#1 - SP" ; +label variable ER68273 "P50 AGE REC IF ANNUITY-#1 - SP" ; +label variable ER68274 "P51 AMT PREV ANNUITY-#1 - SP" ; +label variable ER68275 "P51 PREV ANNUITY PER-#1 - SP" ; +label variable ER68276 "P51B WTR AMT GE 400 PER MONTH-#1 - SP" ; +label variable ER68277 "P51C WTR AMT GE 1,200 PER MONTH-#1 - SP" ; +label variable ER68278 "P51D WTR AMT GE 1,600 PER MONTH-#1 - SP" ; +label variable ER68279 "P51E WTR AMT GE 200 PER MONTH-#1 - SP" ; +label variable ER68280 "P52 STATUS PREV PNSN MEN1-#1 - SP" ; +label variable ER68281 "P52 STATUS PREV PNSN MEN2-#1 - SP" ; +label variable ER68282 "P52 STATUS PREV PNSN MEN3-#1 - SP" ; +label variable ER68283 "P52 STATUS PREV PNSN MEN4-#1 - SP" ; +label variable ER68284 "P52 STATUS PREV PNSN MEN5-#1 - SP" ; +label variable ER68285 "P52 STATUS PREV PNSN MEN6-#1 - SP" ; +label variable ER68286 "P53 YR REC PREV PNSN-#1 - SP" ; +label variable ER68287 "P54 PREV PNSN BENEFIT AMT-#1 - SP" ; +label variable ER68288 "P54 BENEFIT PER-#1 - SP" ; +label variable ER68289 "P54B WTR AMT GE 400 PER MONTH-#1 - SP" ; +label variable ER68290 "P54C WTR AMT GE 1,200 PER MONTH-#1 - SP" ; +label variable ER68291 "P54D WTR AMT GE 1,600 PER MONTH-#1 - SP" ; +label variable ER68292 "P54E WTR AMT GE 200 PER MONTH-#1 - SP" ; +label variable ER68293 "P55 WTR BENEFITS COLA-#1 - SP" ; +label variable ER68294 "P56 WTR BENEFITS EVER COLA-#1 - SP" ; +label variable ER68295 "P57 PREV PNSN CASH SETTLEMNT AMT-#1 - SP" ; +label variable ER68296 "P57B WTR AMT GE 6,000-#1 - SP" ; +label variable ER68297 "P57C WTR AMT GE 60,000-#1 - SP" ; +label variable ER68298 "P57D WTR AMT GE 250,000-#1 - SP" ; +label variable ER68299 "P57E WTR AMT GE 2,000-#1 - SP" ; +label variable ER68300 "P58 WHAT DID W/CASH MEN1-#1 - SP" ; +label variable ER68301 "P58 WHAT DID W/CASH MEN2-#1 - SP" ; +label variable ER68302 "P58 WHAT DID W/CASH MEN3-#1 - SP" ; +label variable ER68303 "P58 WHAT DID W/CASH MEN4-#1 - SP" ; +label variable ER68304 "P58 WHAT DID W/CASH MEN5-#1 - SP" ; +label variable ER68305 "P58 WHAT DID W/CASH MEN6-#1 - SP" ; +label variable ER68306 "P59 PREV PNSN IRA AMT-#1 - SP" ; +label variable ER68307 "P59B WTR AMT GE 6,000-#1 - SP" ; +label variable ER68308 "P59C WTR AMT GE 60,000-#1 - SP" ; +label variable ER68309 "P59D WTR AMT GE 250,000-#1 - SP" ; +label variable ER68310 "P59E WTR AMT GE 2,000-#1 - SP" ; +label variable ER68311 "P60 # YRS IN PREV PLAN-#1 - SP" ; +label variable ER68312 "P61 AGE EXPECT REC PREV PNSN-#1 - SP" ; +label variable ER68313 "P62 AMT EXPECT REC PREV PNSN-#1 - SP" ; +label variable ER68314 "P62 PREV PNSN PER-#1 - SP" ; +label variable ER68315 "P62 PCT EXPECT REC PREV PNSN-#1 - SP" ; +label variable ER68316 "P62F WTR GE 40% OF PAY #1 - SP" ; +label variable ER68317 "P62G WTR GE 60% OF PAY #1 - SP" ; +label variable ER68318 "P62H WTR GE 80% OF PAY #1 - SP" ; +label variable ER68319 "P62J WTR GE 20% OF PAY #1 - SP" ; +label variable ER68320 "P62K PAY WHEN LEFT JOB #1 -SP" ; +label variable ER68321 "P62K PER WHEN LEFT JOB #1 -SP" ; +label variable ER68322 "P63 ACCT AMT WHEN LEFT PREV EMP-#1 - SP" ; +label variable ER68323 "P63B WTR AMT GE 20,000-#1 - SP" ; +label variable ER68324 "P63C WTR AMT GE 50,000-#1 - SP" ; +label variable ER68325 "P63D WTR AMT GE 150,000-#1 - SP" ; +label variable ER68326 "P63E WTR AMT GE 5,000-#1 - SP" ; +label variable ER68327 "P64 WHAT DID W/PREV PNSN-#1 - SP" ; +label variable ER68328 "P65 ACCT AMT PREV PNSN NOW-#1 - SP" ; +label variable ER68329 "P65B WTR AMT GE 50,000-#1 - SP" ; +label variable ER68330 "P65C WTR AMT GE 100,000-#1 - SP" ; +label variable ER68331 "P65D WTR AMT GE 200,000-#1 - SP" ; +label variable ER68332 "P65E WTR AMT GE 20,000-#1 - SP" ; +label variable ER68333 "P66 AGE BEGAN REC ANNUITY-#1 - SP" ; +label variable ER68334 "P67 AMT PREV ANNUITY-#1 - SP" ; +label variable ER68335 "P67 PREV ANNUITY PER-#1 - SP" ; +label variable ER68336 "P67B WTR AMT GE 400 PER MONTH-#1 - SP" ; +label variable ER68337 "P67C WTR AMT GE 1,200 PER MONTH-#1 - SP" ; +label variable ER68338 "P67D WTR AMT GE 1,600 PER MONTH-#1 - SP" ; +label variable ER68339 "P67E WTR AMT GE 200 PER MONTH-#1 - SP" ; +label variable ER68340 "P69 WTR SECOND PREV PENSION - SP" ; +label variable ER68341 "P46 TYPE PREV PENSION-#2 - SP" ; +label variable ER68342 "P47 ACCT AMT WHEN LEFT PREV EMP-#2 - SP" ; +label variable ER68343 "P47B WTR AMT GE 20,000-#2 - SP" ; +label variable ER68344 "P47C WTR AMT GE 50,000-#2 - SP" ; +label variable ER68345 "P47D WTR AMT GE 150,000-#2 - SP" ; +label variable ER68346 "P47E WTR AMT GE 5,000-#2 - SP" ; +label variable ER68347 "P48 WHAT DID W/PREV PNSN-#2 - SP" ; +label variable ER68348 "P49 AMT NOW PREV PNSN ACCT-#2 - SP" ; +label variable ER68349 "P49B WTR AMT GE 50,000-#2 - SP" ; +label variable ER68350 "P49C WTR AMT GE 100,000-#2 - SP" ; +label variable ER68351 "P49D WTR AMT GE 200,000-#2 - SP" ; +label variable ER68352 "P49E WTR AMT GE 20,000-#2 - SP" ; +label variable ER68353 "P50 AGE REC IF ANNUITY-#2 - SP" ; +label variable ER68354 "P51 AMT PREV ANNUITY-#2 - SP" ; +label variable ER68355 "P51 PREV ANNUITY PER-#2 - SP" ; +label variable ER68356 "P51B WTR AMT GE 400 PER MONTH-#2 - SP" ; +label variable ER68357 "P51C WTR AMT GE 1,200 PER MONTH-#2 - SP" ; +label variable ER68358 "P51D WTR AMT GE 1,600 PER MONTH-#2 - SP" ; +label variable ER68359 "P51E WTR AMT GE 200 PER MONTH-#2 - SP" ; +label variable ER68360 "P52 STATUS PREV PNSN MEN1-#2 - SP" ; +label variable ER68361 "P52 STATUS PREV PNSN MEN2-#2 - SP" ; +label variable ER68362 "P52 STATUS PREV PNSN MEN3-#2 - SP" ; +label variable ER68363 "P52 STATUS PREV PNSN MEN4-#2 - SP" ; +label variable ER68364 "P52 STATUS PREV PNSN MEN5-#2 - SP" ; +label variable ER68365 "P52 STATUS PREV PNSN MEN6-#2 - SP" ; +label variable ER68366 "P53 YR REC PREV PNSN-#2 - SP" ; +label variable ER68367 "P54 PREV PNSN BENEFIT AMT-#2 - SP" ; +label variable ER68368 "P54 BENEFIT PER-#2 - SP" ; +label variable ER68369 "P54B WTR AMT GE 400 PER MONTH-#2 - SP" ; +label variable ER68370 "P54C WTR AMT GE 1,200 PER MONTH-#2 - SP" ; +label variable ER68371 "P54D WTR AMT GE 1,600 PER MONTH-#2 - SP" ; +label variable ER68372 "P54E WTR AMT GE 200 PER MONTH-#2 - SP" ; +label variable ER68373 "P55 WTR BENEFITS COLA-#2 - SP" ; +label variable ER68374 "P56 WTR BENEFITS EVER COLA-#2 - SP" ; +label variable ER68375 "P57 PREV PNSN CASH SETTLEMNT AMT-#2 - SP" ; +label variable ER68376 "P57B WTR AMT GE 6,000-#2 - SP" ; +label variable ER68377 "P57C WTR AMT GE 60,000-#2 - SP" ; +label variable ER68378 "P57D WTR AMT GE 250,000-#2 - SP" ; +label variable ER68379 "P57E WTR AMT GE 2,000-#2 - SP" ; +label variable ER68380 "P58 WHAT DID W/CASH MEN1-#2 - SP" ; +label variable ER68381 "P58 WHAT DID W/CASH MEN2-#2 - SP" ; +label variable ER68382 "P58 WHAT DID W/CASH MEN3-#2 - SP" ; +label variable ER68383 "P58 WHAT DID W/CASH MEN4-#2 - SP" ; +label variable ER68384 "P58 WHAT DID W/CASH MEN5-#2 - SP" ; +label variable ER68385 "P58 WHAT DID W/CASH MEN6-#2 - SP" ; +label variable ER68386 "P59 PREV PNSN IRA AMT-#2 - SP" ; +label variable ER68387 "P59B WTR AMT GE 6,000-#2 - SP" ; +label variable ER68388 "P59C WTR AMT GE 60,000-#2 - SP" ; +label variable ER68389 "P59D WTR AMT GE 250,000-#2 - SP" ; +label variable ER68390 "P59E WTR AMT GE 2,000-#2 - SP" ; +label variable ER68391 "P60 # YRS IN PREV PLAN-#2 - SP" ; +label variable ER68392 "P61 AGE EXPECT REC PREV PNSN-#2 - SP" ; +label variable ER68393 "P62 AMT EXPECT REC PREV PNSN-#2 - SP" ; +label variable ER68394 "P62 PREV PNSN PER-#2 - SP" ; +label variable ER68395 "P62 PCT EXPECT REC PREV PNSN-#2 - SP" ; +label variable ER68396 "P62F WTR GE 40% OF PAY #2 - SP" ; +label variable ER68397 "P62G WTR GE 60% OF PAY #2 - SP" ; +label variable ER68398 "P62H WTR GE 80% OF PAY #2 - SP" ; +label variable ER68399 "P62J WTR GE 20% OF PAY #2 - SP" ; +label variable ER68400 "P62K PAY WHEN LEFT JOB #2 -SP" ; +label variable ER68401 "P62K PER WHEN LEFT JOB #2 -SP" ; +label variable ER68402 "P63 ACCT AMT WHEN LEFT PREV EMP-#2 - SP" ; +label variable ER68403 "P63B WTR AMT GE 20,000-#2 - SP" ; +label variable ER68404 "P63C WTR AMT GE 50,000-#2 - SP" ; +label variable ER68405 "P63D WTR AMT GE 150,000-#2 - SP" ; +label variable ER68406 "P63E WTR AMT GE 5,000-#2 - SP" ; +label variable ER68407 "P64 WHAT DID W/PREV PNSN-#2 - SP" ; +label variable ER68408 "P65 ACCT AMT PREV PNSN NOW-#2 - SP" ; +label variable ER68409 "P65B WTR AMT GE 50,000-#2 - SP" ; +label variable ER68410 "P65C WTR AMT GE 100,000-#2 - SP" ; +label variable ER68411 "P65D WTR AMT GE 200,000-#2 - SP" ; +label variable ER68412 "P65E WTR AMT GE 20,000-#2 - SP" ; +label variable ER68413 "P66 AGE BEGAN REC ANNUITY-#2 - SP" ; +label variable ER68414 "P67 AMT PREV ANNUITY-#2 - SP" ; +label variable ER68415 "P67 PREV ANNUITY PER-#2 - SP" ; +label variable ER68416 "P67B WTR AMT GE 400 PER MONTH-#2 - SP" ; +label variable ER68417 "P67C WTR AMT GE 1,200 PER MONTH-#2 - SP" ; +label variable ER68418 "P67D WTR AMT GE 1,600 PER MONTH-#2 - SP" ; +label variable ER68419 "P67E WTR AMT GE 200 PER MONTH-#2 - SP" ; +label variable ER68420 "H1 HEALTH STATUS-RP" ; +label variable ER68421 "H1A WTR HLTH BETTER/WORSE-RP" ; +label variable ER68422 "H1B WTR HEALTH BETTER-RP" ; +label variable ER68423 "H1C WTR HEALTH WORSE-RP" ; +label variable ER68424 "H2 WTR LIMIT TYPE/AMT WRK- REF PERSON" ; +label variable ER68425 "H3 WTR UNABLE TO DO SOME TYPES WORK-RP" ; +label variable ER68426 "H4 WTR LIMIT AMT WRK CAN DO-RP" ; +label variable ER68427 "H5A WTR HAD STROKE-RP" ; +label variable ER68428 "H5A WTR EDITED-RP" ; +label variable ER68429 "H6A1 AGE AT FIRST STROKE-RP" ; +label variable ER68430 "H6A2 WTR SECOND STROKE-RP" ; +label variable ER68431 "H7A WTR STROKE LIMIT DAILY ACTIVITY-RP" ; +label variable ER68432 "H7A2 WTR TAKING MEDS FOR STROKE-RP" ; +label variable ER68433 "H5B WTR HEART ATTACK-RP" ; +label variable ER68434 "H5B WTR EDITED-RP" ; +label variable ER68435 "H6B1 AGE AT FIRST HEART ATTACK-RP" ; +label variable ER68436 "H6B2 WTR SECOND HEART ATTACK-RP" ; +label variable ER68437 "H7B WTR HEART ATTACK LIMIT ACTIVITY-RP" ; +label variable ER68438 "H7B2 WTR TAKING MEDS FOR HEART ATTACK-RP" ; +label variable ER68439 "H5C WTR HEART DISEASE-RP" ; +label variable ER68440 "H5C WTR EDITED-RP" ; +label variable ER68441 "H6C1 AGE FIRST HAD HEART DISEASE-RP" ; +label variable ER68442 "H7C WTR HRT DISEASE LIMIT ACTIVITY-RP" ; +label variable ER68443 "H7C2 WTR TAKING MEDS HEART DISEASE-RP" ; +label variable ER68444 "H5D WTR HYPERTENSION-RP" ; +label variable ER68445 "H5D WTR EDITED-RP" ; +label variable ER68446 "H6D1 AGE FIRST HAD HYPERTENSION-RP" ; +label variable ER68447 "H7D WTR HYPERTENSION LIMIT ACTIVITY-RP" ; +label variable ER68448 "H7D2 WTR TAKING MEDS FOR HYPERTENSION-RP" ; +label variable ER68449 "H5E WTR ASTHMA-RP" ; +label variable ER68450 "H5E WTR EDITED-RP" ; +label variable ER68451 "H6E1 AGE FIRST HAD ASTHMA-RP" ; +label variable ER68452 "H7E WTR ASTHMA LIMIT DAILY ACTIVITY-RP" ; +label variable ER68453 "H7E2 WTR TAKING MEDS FOR ASTHMA-RP" ; +label variable ER68454 "H5F WTR LUNG DISEASE-RP" ; +label variable ER68455 "H5F WTR EDITED-RP" ; +label variable ER68456 "H6F1 AGE FIRST HAD LUNG DISEASE-RP" ; +label variable ER68457 "H7F WTR LUNG DISEASE LIMIT ACTIVITY-RP" ; +label variable ER68458 "H7F2 WTR TAKING MEDS FOR LUNG DISEASE-RP" ; +label variable ER68459 "H5G WTR DIABETES-RP" ; +label variable ER68460 "H5G WTR EDITED-RP" ; +label variable ER68461 "H6G1 AGE FIRST HAD DIABETES-RP" ; +label variable ER68462 "H7G WTR DIABETES LIMIT ACTIVITY-RP" ; +label variable ER68463 "H7G2 WTR TAKING MEDS FOR DIABETES-RP" ; +label variable ER68464 "H5H WTR ARTHRITIS-RP" ; +label variable ER68465 "H5H WTR EDITED-RP" ; +label variable ER68466 "H6H1 AGE FIRST HAD ARTHRITIS-RP" ; +label variable ER68467 "H7H WTR ARTHRITIS LIMIT ACTIVITY-RP" ; +label variable ER68468 "H7H2 WTR TAKING MEDS FOR ARTHRITIS-RP" ; +label variable ER68469 "H5I WTR MEMORY LOSS-RP" ; +label variable ER68470 "H5I WTR EDITED-RP" ; +label variable ER68471 "H6I1 AGE FIRST HAD MEMORY LOSS-RP" ; +label variable ER68472 "H7I WTR MEMORY LOSS LIMIT ACTIVITY-RP" ; +label variable ER68473 "H7I2 WTR TAKING MEDS FOR MEMORY LOSS-RP" ; +label variable ER68474 "H5J WTR LEARNING DISORDER-RP" ; +label variable ER68475 "H5J WTR EDITED-RP" ; +label variable ER68476 "H6J1 AGE FIRST HAD LRNG DISORDER-RP" ; +label variable ER68477 "H7J WTR LRNG DISORDR LIMIT ACTIVITY-RP" ; +label variable ER68478 "H7J2 WTR TAKING MEDS FOR LRNG DISORDR-RP" ; +label variable ER68479 "H5K WTR CANCER-RP" ; +label variable ER68480 "H6K1 AGE FIRST HAD CANCER-RP" ; +label variable ER68481 "H6K3 WTR TREATING, RMSSN, OR CURED-RP" ; +label variable ER68482 "H6K4 TYPE OF CANCER MENTION 1-RP" ; +label variable ER68483 "H6K4 WTR EDITED (MEN 1)-RP" ; +label variable ER68484 "H6K4 TYPE OF CANCER MENTION 2-RP" ; +label variable ER68485 "H6K4 WTR EDITED (MEN 2)-RP" ; +label variable ER68486 "H7K WTR CANCER LIMIT ACTIVITY-RP" ; +label variable ER68487 "H5L WTR PSYCH PROBLEM-RP" ; +label variable ER68488 "H6L1 AGE FIRST HAD PSYCH PROB-RP" ; +label variable ER68489 "H6L2 TYPE OF PSYCH PROB MENTION 1-RP" ; +label variable ER68490 "H6L2 WTR EDITED (MEN1) -RP" ; +label variable ER68491 "H6L2 TYPE OF PSYCH PROB MENTION 2-RP" ; +label variable ER68492 "H6L2 WTR EDITED (MEN2) -RP" ; +label variable ER68493 "H6L2 TYPE OF PSYCH PROB MENTION 3-RP" ; +label variable ER68494 "H6L2 WTR EDITED (MEN3) -RP" ; +label variable ER68495 "H7L WTR PSYCH PROB LIMIT ACTIVITY-RP" ; +label variable ER68496 "H7L2 WTR TAKING MEDS FOR NERVES-RP" ; +label variable ER68497 "H5M WTR OTR CHRONIC CONDITION-RP" ; +label variable ER68498 "H6M1 TYPE OTR CHRONIC CONDITION-RP" ; +label variable ER68499 "H6M2 AGE FIRST HAD CHRON COND-RP" ; +label variable ER68500 "H7M WTR CHRON COND LIMIT ACTIVITY-RP" ; +label variable ER68501 "H7M2 WTR TAKING MEDS FOR OTR CHRON-RP" ; +label variable ER68502 "H5NCKPT WTR REF PERSON IS 65+" ; +label variable ER68503 "H5N2 WTR CHANGE IN MAKING DECISIONS-RP" ; +label variable ER68504 "H5N3 WTR CHNGE INTEREST IN ACTIVITIES-RP" ; +label variable ER68505 "H5N4 WTR CHANGE IN REPEATING STORIES-RP" ; +label variable ER68506 "H5N5 WTR CHANGE IN LEARNING/USE TOOLS-RP" ; +label variable ER68507 "H5N6 WTR CHANGE IN REMEMBERING DATES-RP" ; +label variable ER68508 "H5N7 WTR CHANGE HANDLING MONEY ISSUES-RP" ; +label variable ER68509 "H5N8 WTR CHANGE IN REMEMBERING APPTS-RP" ; +label variable ER68510 "H5N9 WTR CHANGE IN THINKING/MEMORY-RP" ; +label variable ER68511 "H8 WTR HOSPITALIZED IN 2016-RP" ; +label variable ER68512 "H8A # NIGHTS IN HOSPITAL-RP" ; +label variable ER68513 "H8A # WEEKS IN HOSPITAL-RP" ; +label variable ER68514 "H8A3 WTR TROUBLE WALKING/CLIMBING-RP" ; +label variable ER68515 "H8A4 WTR TROUBLE BENDING/LIFTING-RP" ; +label variable ER68516 "H9A WTR PROBLEM BATHING-RP" ; +label variable ER68517 "H10A1 WTR SOMEONE HELPS BATHE-RP" ; +label variable ER68518 "H10A2 WTR NEED EQUIP TO BATHE-RP" ; +label variable ER68519 "H9B WTR PROBLEM DRESSING-RP" ; +label variable ER68520 "H10B1 WTR SOMEONE HELPS DRESS-RP" ; +label variable ER68521 "H10B2 WTR NEED EQUIP TO DRESS-RP" ; +label variable ER68522 "H9C WTR PROBLEM EATING-RP" ; +label variable ER68523 "H10C1 WTR SOMEONE HELPS EATNG-RP" ; +label variable ER68524 "H10C2 WTR NEED EQUIP TO EAT-RP" ; +label variable ER68525 "H9D WTR PROB GET IN/OUT BED/CHAIR-RP" ; +label variable ER68526 "H10D1 WTR SOMEONE HELPS BED/CHAIR-RP" ; +label variable ER68527 "H10D2 WTR NEED EQUIP FOR BED/CHAIR-RP" ; +label variable ER68528 "H9E WTR PROBLEM WALKING-RP" ; +label variable ER68529 "H10E1 WTR SOMEONE HELPS WALK-RP" ; +label variable ER68530 "H10E2 WTR NEED EQUIP TO WALK-RP" ; +label variable ER68531 "H9F WTR PROBLEM GETTING OUTSIDE-RP" ; +label variable ER68532 "H10F1 WTR SOMEONE HELPS GET OUT-RP" ; +label variable ER68533 "H10F2 WTR NEED EQUIP TO GO OUTSIDE-RP" ; +label variable ER68534 "H9G WTR PROBLEM USE TOILET-RP" ; +label variable ER68535 "H10G1 WTR SOMEONE HELPS TOILET-RP" ; +label variable ER68536 "H10G2 WTR NEED EQUIP TO USE TOILET-RP" ; +label variable ER68537 "H11A WTR DIFFICULT PREPARE MEALS-RP" ; +label variable ER68538 "H11B HEALTH/PHYSICAL PROBLEM?-RP" ; +label variable ER68539 "H11C WTR DIFFICULT SHOPPING-RP" ; +label variable ER68540 "H11D HEALTH/PHYSICAL PROBLEM?-RP" ; +label variable ER68541 "H11E WTR DIFFICULT MANAGE MONEY-RP" ; +label variable ER68542 "H11F HEALTH/PHYSICAL PROBLEM?-RP" ; +label variable ER68543 "H11G WTR TELEPHONE DIFFICULT-RP" ; +label variable ER68544 "H11H HEALTH/PHYSICAL PROBLEM?-RP" ; +label variable ER68545 "H11J WTR HEAVY HSWRK DIFFICULT-RP" ; +label variable ER68546 "H11K HEALTH/PHYSICAL PROBLEM?-RP" ; +label variable ER68547 "H11L WTR LIGHT HSWRK DIFFICULT-RP" ; +label variable ER68548 "H11M HEALTH/PHYSICAL PROBLEM?-RP" ; +label variable ER68549 "H12A FREQ OF HVY PHYSICAL ACTIVITY-RP" ; +label variable ER68550 "H12A TIME UNIT FOR HVY PHYS ACTIVITY-RP" ; +label variable ER68551 "H12B FREQ OF LITE PHYSICAL ACTIVITY-RP" ; +label variable ER68552 "H12B TIME UNIT FOR LITE PHYS ACTIVITY-RP" ; +label variable ER68553 "H12C FREQ OF STRENGTH PHYS ACTIVITY-RP" ; +label variable ER68554 "H12C TIME UNIT STRNGTH PHYS ACTVTY-RP" ; +label variable ER68555 "H13 WTR SMOKE CIGARETTES-RP" ; +label variable ER68556 "H14 # CIGARETTES PER DAY-RP" ; +label variable ER68557 "H15 AGE WHEN FIRST SMOKED-RP" ; +label variable ER68558 "H16 WTR EVER SMOKED CIGARETTES-RP" ; +label variable ER68559 "H17 # CIGARETTES PER DAY-RP" ; +label variable ER68560 "H18 AGE LAST SMOKED REGULARLY-RP" ; +label variable ER68561 "H19 AGE FIRST SMOKED REGULARLY-RP" ; +label variable ER68562 "H20 WTR DRINK ALCOHOL-RP" ; +label variable ER68563 "H21A HOW OFTEN HAVE DRINKS-RP" ; +label variable ER68564 "H21B # ALCOHOLIC DRINKS PER DAY-RP" ; +label variable ER68565 "H21C # DAYS HAD 4-5 DRINKS-RP" ; +label variable ER68566 "H22 WEIGHT IN POUNDS-RP" ; +label variable ER68567 "H22 WEIGHT IN KILOS-RP" ; +label variable ER68568 "H23 HEIGHT-FEET-RP" ; +label variable ER68569 "H23 HEIGHT-INCHES-RP" ; +label variable ER68570 "H23 HEIGHT IN METERS-RP" ; +label variable ER68571 "H25H HEALTH STATUS B4 AGE 17--RP" ; +label variable ER68572 "H26H WTR MISSED MO OR MORE SCHOOL--RP" ; +label variable ER68573 "H27H WTR MEASLES B4 AGE 17--RP" ; +label variable ER68574 "H28H WTR MUMPS B4 AGE 17--RP" ; +label variable ER68575 "H29H WTR CHICKEN POX B4 AGE 17--RP" ; +label variable ER68576 "H30H WTR DIFF SEEING B4 AGE 17--RP" ; +label variable ER68577 "H31H PARENTS SMOKED B4 RP AGE 17?--RP" ; +label variable ER68578 "H32H WTR ASTHMA B4 AGE 17--RP" ; +label variable ER68579 "H33H WTR DIABETES B4 AGE 17--RP" ; +label variable ER68580 "H34H WTR RESP DIS B4 AGE 17--RP" ; +label variable ER68581 "H35H WTR SPCH IMPAIR B4 AGE 17--RP" ; +label variable ER68582 "H36H WTR ALLERGY B4 AGE 17--RP" ; +label variable ER68583 "H37H WTR HEART TRBL B4 AGE 17--RP" ; +label variable ER68584 "H38H WTR EAR PROB B4 AGE 17--RP" ; +label variable ER68585 "H39H WTR EPILEPSY B4 AGE 17--RP" ; +label variable ER68586 "H40H WTR HEADACHE B4 AGE 17--RP" ; +label variable ER68587 "H41H WTR STOM PROB B4 AGE 17--RP" ; +label variable ER68588 "H42H WTR HGH BLOOD PR B4 AGE 17--RP" ; +label variable ER68589 "H43H WTR DEPRESSION B4 AGE 17--RP" ; +label variable ER68590 "H44H WTR DRUG/AL PROB B4 AGE 17--RP" ; +label variable ER68591 "H45H WTR OTR PSYCH PROB B4 AGE 17--RP" ; +label variable ER68592 "HEHC SLF RPT: YEAR 1ST REPORT--RP" ; +label variable ER68593 "HEHC SLF RPT: PAR SEP B4 AGE 1--RP" ; +label variable ER68594 "HEHC SLF RPT: PAR SEP AGE 1--RP" ; +label variable ER68595 "HEHC SLF RPT: PAR SEP AGE 2--RP" ; +label variable ER68596 "HEHC SLF RPT: PAR SEP AGE 3--RP" ; +label variable ER68597 "HEHC SLF RPT: PAR SEP AGE 4--RP" ; +label variable ER68598 "HEHC SLF RPT: PAR SEP AGE 5--RP" ; +label variable ER68599 "HEHC SLF RPT: PAR SEP AGE 6--RP" ; +label variable ER68600 "HEHC SLF RPT: PAR SEP AGE 7--RP" ; +label variable ER68601 "HEHC SLF RPT: PAR SEP AGE 8--RP" ; +label variable ER68602 "HEHC SLF RPT: PAR SEP AGE 9--RP" ; +label variable ER68603 "HEHC SLF RPT: PAR SEP AGE 10--RP" ; +label variable ER68604 "HEHC SLF RPT: PAR SEP AGE 11--RP" ; +label variable ER68605 "HEHC SLF RPT: PAR SEP AGE 12--RP" ; +label variable ER68606 "HEHC SLF RPT: PAR SEP AGE 13--RP" ; +label variable ER68607 "HEHC SLF RPT: PAR SEP AGE 14--RP" ; +label variable ER68608 "HEHC SLF RPT: PAR SEP AGE 15--RP" ; +label variable ER68609 "HEHC SLF RPT: PAR SEP AGE 16--RP" ; +label variable ER68610 "HEHC SLF RPT: MOVE B4 AGE 1--RP" ; +label variable ER68611 "HEHC SLF RPT: MOVE AGE 1--RP" ; +label variable ER68612 "HEHC SLF RPT: MOVE AGE 2--RP" ; +label variable ER68613 "HEHC SLF RPT: MOVE AGE 3--RP" ; +label variable ER68614 "HEHC SLF RPT: MOVE AGE 4--RP" ; +label variable ER68615 "HEHC SLF RPT: MOVE AGE 5--RP" ; +label variable ER68616 "HEHC SLF RPT: MOVE AGE 6--RP" ; +label variable ER68617 "HEHC SLF RPT: MOVE AGE 7--RP" ; +label variable ER68618 "HEHC SLF RPT: MOVE AGE 8--RP" ; +label variable ER68619 "HEHC SLF RPT: MOVE AGE 9--RP" ; +label variable ER68620 "HEHC SLF RPT: MOVE AGE 10--RP" ; +label variable ER68621 "HEHC SLF RPT: MOVE AGE 11--RP" ; +label variable ER68622 "HEHC SLF RPT: MOVE AGE 12--RP" ; +label variable ER68623 "HEHC SLF RPT: MOVE AGE 13--RP" ; +label variable ER68624 "HEHC SLF RPT: MOVE AGE 14--RP" ; +label variable ER68625 "HEHC SLF RPT: MOVE AGE 15--RP" ; +label variable ER68626 "HEHC SLF RPT: MOVE AGE 16--RP" ; +label variable ER68627 "HEHC SLF RPT: SCHOOL B4 AGE 1--RP" ; +label variable ER68628 "HEHC SLF RPT: SCHOOL AGE 1--RP" ; +label variable ER68629 "HEHC SLF RPT: SCHOOL AGE 2--RP" ; +label variable ER68630 "HEHC SLF RPT: SCHOOL AGE 3--RP" ; +label variable ER68631 "HEHC SLF RPT: SCHOOL AGE 4--RP" ; +label variable ER68632 "HEHC SLF RPT: SCHOOL AGE 5--RP" ; +label variable ER68633 "HEHC SLF RPT: SCHOOL AGE 6--RP" ; +label variable ER68634 "HEHC SLF RPT: SCHOOL AGE 7--RP" ; +label variable ER68635 "HEHC SLF RPT: SCHOOL AGE 8--RP" ; +label variable ER68636 "HEHC SLF RPT: SCHOOL AGE 9--RP" ; +label variable ER68637 "HEHC SLF RPT: SCHOOL AGE 10--RP" ; +label variable ER68638 "HEHC SLF RPT: SCHOOL AGE 11--RP" ; +label variable ER68639 "HEHC SLF RPT: SCHOOL AGE 12--RP" ; +label variable ER68640 "HEHC SLF RPT: SCHOOL AGE 13--RP" ; +label variable ER68641 "HEHC SLF RPT: SCHOOL AGE 14--RP" ; +label variable ER68642 "HEHC SLF RPT: SCHOOL AGE 15--RP" ; +label variable ER68643 "HEHC SLF RPT: SCHOOL AGE 16--RP" ; +label variable ER68644 "HEHC SLF RPT: ASTHMA B4 AGE 1--RP" ; +label variable ER68645 "HEHC SLF RPT: ASTHMA AGE 1--RP" ; +label variable ER68646 "HEHC SLF RPT: ASTHMA AGE 2--RP" ; +label variable ER68647 "HEHC SLF RPT: ASTHMA AGE 3--RP" ; +label variable ER68648 "HEHC SLF RPT: ASTHMA AGE 4--RP" ; +label variable ER68649 "HEHC SLF RPT: ASTHMA AGE 5--RP" ; +label variable ER68650 "HEHC SLF RPT: ASTHMA AGE 6--RP" ; +label variable ER68651 "HEHC SLF RPT: ASTHMA AGE 7--RP" ; +label variable ER68652 "HEHC SLF RPT: ASTHMA AGE 8--RP" ; +label variable ER68653 "HEHC SLF RPT: ASTHMA AGE 9--RP" ; +label variable ER68654 "HEHC SLF RPT: ASTHMA AGE 10--RP" ; +label variable ER68655 "HEHC SLF RPT: ASTHMA AGE 11--RP" ; +label variable ER68656 "HEHC SLF RPT: ASTHMA AGE 12--RP" ; +label variable ER68657 "HEHC SLF RPT: ASTHMA AGE 13--RP" ; +label variable ER68658 "HEHC SLF RPT: ASTHMA AGE 14--RP" ; +label variable ER68659 "HEHC SLF RPT: ASTHMA AGE 15--RP" ; +label variable ER68660 "HEHC SLF RPT: ASTHMA AGE 16--RP" ; +label variable ER68661 "HEHC SLF RPT: ASTHMA AGE 17+--RP" ; +label variable ER68662 "HEHC SLF RPT: AGE END ASTHMA--RP" ; +label variable ER68663 "HEHC SLF RPT: DIABETES B4 AGE 1--RP" ; +label variable ER68664 "HEHC SLF RPT: DIABETES AGE 1--RP" ; +label variable ER68665 "HEHC SLF RPT: DIABETES AGE 2--RP" ; +label variable ER68666 "HEHC SLF RPT: DIABETES AGE 3--RP" ; +label variable ER68667 "HEHC SLF RPT: DIABETES AGE 4--RP" ; +label variable ER68668 "HEHC SLF RPT: DIABETES AGE 5--RP" ; +label variable ER68669 "HEHC SLF RPT: DIABETES AGE 6--RP" ; +label variable ER68670 "HEHC SLF RPT: DIABETES AGE 7--RP" ; +label variable ER68671 "HEHC SLF RPT: DIABETES AGE 8--RP" ; +label variable ER68672 "HEHC SLF RPT: DIABETES AGE 9--RP" ; +label variable ER68673 "HEHC SLF RPT: DIABETES AGE 10--RP" ; +label variable ER68674 "HEHC SLF RPT: DIABETES AGE 11--RP" ; +label variable ER68675 "HEHC SLF RPT: DIABETES AGE 12--RP" ; +label variable ER68676 "HEHC SLF RPT: DIABETES AGE 13--RP" ; +label variable ER68677 "HEHC SLF RPT: DIABETES AGE 14--RP" ; +label variable ER68678 "HEHC SLF RPT: DIABETES AGE 15--RP" ; +label variable ER68679 "HEHC SLF RPT: DIABETES AGE 16--RP" ; +label variable ER68680 "HEHC SLF RPT: DIABETES AGE 17+--RP" ; +label variable ER68681 "HEHC SLF RPT: AGE END DIABETES--RP" ; +label variable ER68682 "HEHC SLF RPT: RESP DIS B4 AGE 1--RP" ; +label variable ER68683 "HEHC SLF RPT: RESP DIS AGE 1--RP" ; +label variable ER68684 "HEHC SLF RPT: RESP DIS AGE 2--RP" ; +label variable ER68685 "HEHC SLF RPT: RESP DIS AGE 3--RP" ; +label variable ER68686 "HEHC SLF RPT: RESP DIS AGE 4--RP" ; +label variable ER68687 "HEHC SLF RPT: RESP DIS AGE 5--RP" ; +label variable ER68688 "HEHC SLF RPT: RESP DIS AGE 6--RP" ; +label variable ER68689 "HEHC SLF RPT: RESP DIS AGE 7--RP" ; +label variable ER68690 "HEHC SLF RPT: RESP DIS AGE 8--RP" ; +label variable ER68691 "HEHC SLF RPT: RESP DIS AGE 9--RP" ; +label variable ER68692 "HEHC SLF RPT: RESP DIS AGE 10--RP" ; +label variable ER68693 "HEHC SLF RPT: RESP DIS AGE 11--RP" ; +label variable ER68694 "HEHC SLF RPT: RESP DIS AGE 12--RP" ; +label variable ER68695 "HEHC SLF RPT: RESP DIS AGE 13--RP" ; +label variable ER68696 "HEHC SLF RPT: RESP DIS AGE 14--RP" ; +label variable ER68697 "HEHC SLF RPT: RESP DIS AGE 15--RP" ; +label variable ER68698 "HEHC SLF RPT: RESP DIS AGE 16--RP" ; +label variable ER68699 "HEHC SLF RPT: RESP DIS AGE 17+--RP" ; +label variable ER68700 "HEHC SLF RPT: AGE END RESP DIS--RP" ; +label variable ER68701 "HEHC SLF RPT: SPCH IMPAIR B4 AGE 1--RP" ; +label variable ER68702 "HEHC SLF RPT: SPCH IMPAIR AGE 1--RP" ; +label variable ER68703 "HEHC SLF RPT: SPCH IMPAIR AGE 2--RP" ; +label variable ER68704 "HEHC SLF RPT: SPCH IMPAIR AGE 3--RP" ; +label variable ER68705 "HEHC SLF RPT: SPCH IMPAIR AGE 4--RP" ; +label variable ER68706 "HEHC SLF RPT: SPCH IMPAIR AGE 5--RP" ; +label variable ER68707 "HEHC SLF RPT: SPCH IMPAIR AGE 6--RP" ; +label variable ER68708 "HEHC SLF RPT: SPCH IMPAIR AGE 7--RP" ; +label variable ER68709 "HEHC SLF RPT: SPCH IMPAIR AGE 8--RP" ; +label variable ER68710 "HEHC SLF RPT: SPCH IMPAIR AGE 9--RP" ; +label variable ER68711 "HEHC SLF RPT: SPCH IMPAIR AGE 10--RP" ; +label variable ER68712 "HEHC SLF RPT: SPCH IMPAIR AGE 11--RP" ; +label variable ER68713 "HEHC SLF RPT: SPCH IMPAIR AGE 12--RP" ; +label variable ER68714 "HEHC SLF RPT: SPCH IMPAIR AGE 13--RP" ; +label variable ER68715 "HEHC SLF RPT: SPCH IMPAIR AGE 14--RP" ; +label variable ER68716 "HEHC SLF RPT: SPCH IMPAIR AGE 15--RP" ; +label variable ER68717 "HEHC SLF RPT: SPCH IMPAIR AGE 16--RP" ; +label variable ER68718 "HEHC SLF RPT: SPCH IMPAIR AGE 17+--RP" ; +label variable ER68719 "HEHC SLF RPT: AGE END SPCH IMPAIR--RP" ; +label variable ER68720 "HEHC SLF RPT: ALLERGY B4 AGE 1--RP" ; +label variable ER68721 "HEHC SLF RPT: ALLERGY AGE 1--RP" ; +label variable ER68722 "HEHC SLF RPT: ALLERGY AGE 2--RP" ; +label variable ER68723 "HEHC SLF RPT: ALLERGY AGE 3--RP" ; +label variable ER68724 "HEHC SLF RPT: ALLERGY AGE 4--RP" ; +label variable ER68725 "HEHC SLF RPT: ALLERGY AGE 5--RP" ; +label variable ER68726 "HEHC SLF RPT: ALLERGY AGE 6--RP" ; +label variable ER68727 "HEHC SLF RPT: ALLERGY AGE 7--RP" ; +label variable ER68728 "HEHC SLF RPT: ALLERGY AGE 8--RP" ; +label variable ER68729 "HEHC SLF RPT: ALLERGY AGE 9--RP" ; +label variable ER68730 "HEHC SLF RPT: ALLERGY AGE 10--RP" ; +label variable ER68731 "HEHC SLF RPT: ALLERGY AGE 11--RP" ; +label variable ER68732 "HEHC SLF RPT: ALLERGY AGE 12--RP" ; +label variable ER68733 "HEHC SLF RPT: ALLERGY AGE 13--RP" ; +label variable ER68734 "HEHC SLF RPT: ALLERGY AGE 14--RP" ; +label variable ER68735 "HEHC SLF RPT: ALLERGY AGE 15--RP" ; +label variable ER68736 "HEHC SLF RPT: ALLERGY AGE 16--RP" ; +label variable ER68737 "HEHC SLF RPT: ALLERGY AGE 17+--RP" ; +label variable ER68738 "HEHC SLF RPT: AGE END ALLERGY--RP" ; +label variable ER68739 "HEHC SLF RPT: HEART TRBL B4 AGE 1--RP" ; +label variable ER68740 "HEHC SLF RPT: HEART TRBL AGE 1--RP" ; +label variable ER68741 "HEHC SLF RPT: HEART TRBL AGE 2--RP" ; +label variable ER68742 "HEHC SLF RPT: HEART TRBL AGE 3--RP" ; +label variable ER68743 "HEHC SLF RPT: HEART TRBL AGE 4--RP" ; +label variable ER68744 "HEHC SLF RPT: HEART TRBL AGE 5--RP" ; +label variable ER68745 "HEHC SLF RPT: HEART TRBL AGE 6--RP" ; +label variable ER68746 "HEHC SLF RPT: HEART TRBL AGE 7--RP" ; +label variable ER68747 "HEHC SLF RPT: HEART TRBL AGE 8--RP" ; +label variable ER68748 "HEHC SLF RPT: HEART TRBL AGE 9--RP" ; +label variable ER68749 "HEHC SLF RPT: HEART TRBL AGE 10--RP" ; +label variable ER68750 "HEHC SLF RPT: HEART TRBL AGE 11--RP" ; +label variable ER68751 "HEHC SLF RPT: HEART TRBL AGE 12--RP" ; +label variable ER68752 "HEHC SLF RPT: HEART TRBL AGE 13--RP" ; +label variable ER68753 "HEHC SLF RPT: HEART TRBL AGE 14--RP" ; +label variable ER68754 "HEHC SLF RPT: HEART TRBL AGE 15--RP" ; +label variable ER68755 "HEHC SLF RPT: HEART TRBL AGE 16--RP" ; +label variable ER68756 "HEHC SLF RPT: HEART TRBL AGE 17+--RP" ; +label variable ER68757 "HEHC SLF RPT: AGE END HEART TRBL--RP" ; +label variable ER68758 "HEHC SLF RPT: EAR PROBS B4 AGE 1--RP" ; +label variable ER68759 "HEHC SLF RPT: EAR PROBS AGE 1--RP" ; +label variable ER68760 "HEHC SLF RPT: EAR PROBS AGE 2--RP" ; +label variable ER68761 "HEHC SLF RPT: EAR PROBS AGE 3--RP" ; +label variable ER68762 "HEHC SLF RPT: EAR PROBS AGE 4--RP" ; +label variable ER68763 "HEHC SLF RPT: EAR PROBS AGE 5--RP" ; +label variable ER68764 "HEHC SLF RPT: EAR PROBS AGE 6--RP" ; +label variable ER68765 "HEHC SLF RPT: EAR PROBS AGE 7--RP" ; +label variable ER68766 "HEHC SLF RPT: EAR PROBS AGE 8--RP" ; +label variable ER68767 "HEHC SLF RPT: EAR PROBS AGE 9--RP" ; +label variable ER68768 "HEHC SLF RPT: EAR PROBS AGE 10--RP" ; +label variable ER68769 "HEHC SLF RPT: EAR PROBS AGE 11--RP" ; +label variable ER68770 "HEHC SLF RPT: EAR PROBS AGE 12--RP" ; +label variable ER68771 "HEHC SLF RPT: EAR PROBS AGE 13--RP" ; +label variable ER68772 "HEHC SLF RPT: EAR PROBS AGE 14--RP" ; +label variable ER68773 "HEHC SLF RPT: EAR PROBS AGE 15--RP" ; +label variable ER68774 "HEHC SLF RPT: EAR PROBS AGE 16--RP" ; +label variable ER68775 "HEHC SLF RPT: EAR PROBS AGE 17+--RP" ; +label variable ER68776 "HEHC SLF RPT: AGE END EAR PROBS--RP" ; +label variable ER68777 "HEHC SLF RPT: EPILEPSY B4 AGE 1--RP" ; +label variable ER68778 "HEHC SLF RPT: EPILEPSY AGE 1--RP" ; +label variable ER68779 "HEHC SLF RPT: EPILEPSY AGE 2--RP" ; +label variable ER68780 "HEHC SLF RPT: EPILEPSY AGE 3--RP" ; +label variable ER68781 "HEHC SLF RPT: EPILEPSY AGE 4--RP" ; +label variable ER68782 "HEHC SLF RPT: EPILEPSY AGE 5--RP" ; +label variable ER68783 "HEHC SLF RPT: EPILEPSY AGE 6--RP" ; +label variable ER68784 "HEHC SLF RPT: EPILEPSY AGE 7--RP" ; +label variable ER68785 "HEHC SLF RPT: EPILEPSY AGE 8--RP" ; +label variable ER68786 "HEHC SLF RPT: EPILEPSY AGE 9--RP" ; +label variable ER68787 "HEHC SLF RPT: EPILEPSY AGE 10--RP" ; +label variable ER68788 "HEHC SLF RPT: EPILEPSY AGE 11--RP" ; +label variable ER68789 "HEHC SLF RPT: EPILEPSY AGE 12--RP" ; +label variable ER68790 "HEHC SLF RPT: EPILEPSY AGE 13--RP" ; +label variable ER68791 "HEHC SLF RPT: EPILEPSY AGE 14--RP" ; +label variable ER68792 "HEHC SLF RPT: EPILEPSY AGE 15--RP" ; +label variable ER68793 "HEHC SLF RPT: EPILEPSY AGE 16--RP" ; +label variable ER68794 "HEHC SLF RPT: EPILEPSY AGE 17+--RP" ; +label variable ER68795 "HEHC SLF RPT: AGE END EPILEPSY--RP" ; +label variable ER68796 "HEHC SLF RPT: HEADACHE B4 AGE 1--RP" ; +label variable ER68797 "HEHC SLF RPT: HEADACHE AGE 1--RP" ; +label variable ER68798 "HEHC SLF RPT: HEADACHE AGE 2--RP" ; +label variable ER68799 "HEHC SLF RPT: HEADACHE AGE 3--RP" ; +label variable ER68800 "HEHC SLF RPT: HEADACHE AGE 4--RP" ; +label variable ER68801 "HEHC SLF RPT: HEADACHE AGE 5--RP" ; +label variable ER68802 "HEHC SLF RPT: HEADACHE AGE 6--RP" ; +label variable ER68803 "HEHC SLF RPT: HEADACHE AGE 7--RP" ; +label variable ER68804 "HEHC SLF RPT: HEADACHE AGE 8--RP" ; +label variable ER68805 "HEHC SLF RPT: HEADACHE AGE 9--RP" ; +label variable ER68806 "HEHC SLF RPT: HEADACHE AGE 10--RP" ; +label variable ER68807 "HEHC SLF RPT: HEADACHE AGE 11--RP" ; +label variable ER68808 "HEHC SLF RPT: HEADACHE AGE 12--RP" ; +label variable ER68809 "HEHC SLF RPT: HEADACHE AGE 13--RP" ; +label variable ER68810 "HEHC SLF RPT: HEADACHE AGE 14--RP" ; +label variable ER68811 "HEHC SLF RPT: HEADACHE AGE 15--RP" ; +label variable ER68812 "HEHC SLF RPT: HEADACHE AGE 16--RP" ; +label variable ER68813 "HEHC SLF RPT: HEADACHE AGE 17+--RP" ; +label variable ER68814 "HEHC SLF RPT: AGE END HEADACHE--RP" ; +label variable ER68815 "HEHC SLF RPT: STOM PROB B4 AGE 1--RP" ; +label variable ER68816 "HEHC SLF RPT: STOM PROB AGE 1--RP" ; +label variable ER68817 "HEHC SLF RPT: STOM PROB AGE 2--RP" ; +label variable ER68818 "HEHC SLF RPT: STOM PROB AGE 3--RP" ; +label variable ER68819 "HEHC SLF RPT: STOM PROB AGE 4--RP" ; +label variable ER68820 "HEHC SLF RPT: STOM PROB AGE 5--RP" ; +label variable ER68821 "HEHC SLF RPT: STOM PROB AGE 6--RP" ; +label variable ER68822 "HEHC SLF RPT: STOM PROB AGE 7--RP" ; +label variable ER68823 "HEHC SLF RPT: STOM PROB AGE 8--RP" ; +label variable ER68824 "HEHC SLF RPT: STOM PROB AGE 9--RP" ; +label variable ER68825 "HEHC SLF RPT: STOM PROB AGE 10--RP" ; +label variable ER68826 "HEHC SLF RPT: STOM PROB AGE 11--RP" ; +label variable ER68827 "HEHC SLF RPT: STOM PROB AGE 12--RP" ; +label variable ER68828 "HEHC SLF RPT: STOM PROB AGE 13--RP" ; +label variable ER68829 "HEHC SLF RPT: STOM PROB AGE 14--RP" ; +label variable ER68830 "HEHC SLF RPT: STOM PROB AGE 15--RP" ; +label variable ER68831 "HEHC SLF RPT: STOM PROB AGE 16--RP" ; +label variable ER68832 "HEHC SLF RPT: STOM PROB AGE 17+--RP" ; +label variable ER68833 "HEHC SLF RPT: AGE END STOM PROB--RP" ; +label variable ER68834 "HEHC SLF RPT: HGH BLOOD PR B4 AGE 1--RP" ; +label variable ER68835 "HEHC SLF RPT: HGH BLOOD PR AGE 1--RP" ; +label variable ER68836 "HEHC SLF RPT: HGH BLOOD PR AGE 2--RP" ; +label variable ER68837 "HEHC SLF RPT: HGH BLOOD PR AGE 3--RP" ; +label variable ER68838 "HEHC SLF RPT: HGH BLOOD PR AGE 4--RP" ; +label variable ER68839 "HEHC SLF RPT: HGH BLOOD PR AGE 5--RP" ; +label variable ER68840 "HEHC SLF RPT: HGH BLOOD PR AGE 6--RP" ; +label variable ER68841 "HEHC SLF RPT: HGH BLOOD PR AGE 7--RP" ; +label variable ER68842 "HEHC SLF RPT: HGH BLOOD PR AGE 8--RP" ; +label variable ER68843 "HEHC SLF RPT: HGH BLOOD PR AGE 9--RP" ; +label variable ER68844 "HEHC SLF RPT: HGH BLOOD PR AGE 10--RP" ; +label variable ER68845 "HEHC SLF RPT: HGH BLOOD PR AGE 11--RP" ; +label variable ER68846 "HEHC SLF RPT: HGH BLOOD PR AGE 12--RP" ; +label variable ER68847 "HEHC SLF RPT: HGH BLOOD PR AGE 13--RP" ; +label variable ER68848 "HEHC SLF RPT: HGH BLOOD PR AGE 14--RP" ; +label variable ER68849 "HEHC SLF RPT: HGH BLOOD PR AGE 15--RP" ; +label variable ER68850 "HEHC SLF RPT: HGH BLOOD PR AGE 16--RP" ; +label variable ER68851 "HEHC SLF RPT: HGH BLOOD PR AGE 17+--RP" ; +label variable ER68852 "HEHC SLF RPT: AGE END HGH BLD PR--RP" ; +label variable ER68853 "HEHC SLF RPT: DEPRESSION B4 AGE 1--RP" ; +label variable ER68854 "HEHC SLF RPT: DEPRESSION AGE 1--RP" ; +label variable ER68855 "HEHC SLF RPT: DEPRESSION AGE 2--RP" ; +label variable ER68856 "HEHC SLF RPT: DEPRESSION AGE 3--RP" ; +label variable ER68857 "HEHC SLF RPT: DEPRESSION AGE 4--RP" ; +label variable ER68858 "HEHC SLF RPT: DEPRESSION AGE 5--RP" ; +label variable ER68859 "HEHC SLF RPT: DEPRESSION AGE 6--RP" ; +label variable ER68860 "HEHC SLF RPT: DEPRESSION AGE 7--RP" ; +label variable ER68861 "HEHC SLF RPT: DEPRESSION AGE 8--RP" ; +label variable ER68862 "HEHC SLF RPT: DEPRESSION AGE 9--RP" ; +label variable ER68863 "HEHC SLF RPT: DEPRESSION AGE 10--RP" ; +label variable ER68864 "HEHC SLF RPT: DEPRESSION AGE 11--RP" ; +label variable ER68865 "HEHC SLF RPT: DEPRESSION AGE 12--RP" ; +label variable ER68866 "HEHC SLF RPT: DEPRESSION AGE 13--RP" ; +label variable ER68867 "HEHC SLF RPT: DEPRESSION AGE 14--RP" ; +label variable ER68868 "HEHC SLF RPT: DEPRESSION AGE 15--RP" ; +label variable ER68869 "HEHC SLF RPT: DEPRESSION AGE 16--RP" ; +label variable ER68870 "HEHC SLF RPT: DEPRESSION AGE 17+--RP" ; +label variable ER68871 "HEHC SLF RPT: AGE END DEPRESSION--RP" ; +label variable ER68872 "HEHC SLF RPT: DRUG/AL PROB B4 AGE 1--RP" ; +label variable ER68873 "HEHC SLF RPT: DRUG/AL PROB AGE 1--RP" ; +label variable ER68874 "HEHC SLF RPT: DRUG/AL PROB AGE 2--RP" ; +label variable ER68875 "HEHC SLF RPT: DRUG/AL PROB AGE 3--RP" ; +label variable ER68876 "HEHC SLF RPT: DRUG/AL PROB AGE 4--RP" ; +label variable ER68877 "HEHC SLF RPT: DRUG/AL PROB AGE 5--RP" ; +label variable ER68878 "HEHC SLF RPT: DRUG/AL PROB AGE 6--RP" ; +label variable ER68879 "HEHC SLF RPT: DRUG/AL PROB AGE 7--RP" ; +label variable ER68880 "HEHC SLF RPT: DRUG/AL PROB AGE 8--RP" ; +label variable ER68881 "HEHC SLF RPT: DRUG/AL PROB AGE 9--RP" ; +label variable ER68882 "HEHC SLF RPT: DRUG/AL PROB AGE 10--RP" ; +label variable ER68883 "HEHC SLF RPT: DRUG/AL PROB AGE 11--RP" ; +label variable ER68884 "HEHC SLF RPT: DRUG/AL PROB AGE 12--RP" ; +label variable ER68885 "HEHC SLF RPT: DRUG/AL PROB AGE 13--RP" ; +label variable ER68886 "HEHC SLF RPT: DRUG/AL PROB AGE 14--RP" ; +label variable ER68887 "HEHC SLF RPT: DRUG/AL PROB AGE 15--RP" ; +label variable ER68888 "HEHC SLF RPT: DRUG/AL PROB AGE 16--RP" ; +label variable ER68889 "HEHC SLF RPT: DRUG/AL PROB AGE 17+--RP" ; +label variable ER68890 "HEHC SLF RPT: AGE END DRUG/AL PROB--RP" ; +label variable ER68891 "HEHC SLF RPT: OTR PSYCH PROB B4 AGE 1-RP" ; +label variable ER68892 "HEHC SLF RPT: OTR PSYCH PROB AGE 1--RP" ; +label variable ER68893 "HEHC SLF RPT: OTR PSYCH PROB AGE 2--RP" ; +label variable ER68894 "HEHC SLF RPT: OTR PSYCH PROB AGE 3--RP" ; +label variable ER68895 "HEHC SLF RPT: OTR PSYCH PROB AGE 4--RP" ; +label variable ER68896 "HEHC SLF RPT: OTR PSYCH PROB AGE 5--RP" ; +label variable ER68897 "HEHC SLF RPT: OTR PSYCH PROB AGE 6--RP" ; +label variable ER68898 "HEHC SLF RPT: OTR PSYCH PROB AGE 7--RP" ; +label variable ER68899 "HEHC SLF RPT: OTR PSYCH PROB AGE 8--RP" ; +label variable ER68900 "HEHC SLF RPT: OTR PSYCH PROB AGE 9--RP" ; +label variable ER68901 "HEHC SLF RPT: OTR PSYCH PROB AGE 10--RP" ; +label variable ER68902 "HEHC SLF RPT: OTR PSYCH PROB AGE 11--RP" ; +label variable ER68903 "HEHC SLF RPT: OTR PSYCH PROB AGE 12--RP" ; +label variable ER68904 "HEHC SLF RPT: OTR PSYCH PROB AGE 13--RP" ; +label variable ER68905 "HEHC SLF RPT: OTR PSYCH PROB AGE 14--RP" ; +label variable ER68906 "HEHC SLF RPT: OTR PSYCH PROB AGE 15--RP" ; +label variable ER68907 "HEHC SLF RPT: OTR PSYCH PROB AGE 16--RP" ; +label variable ER68908 "HEHC SLF RPT: OTR PSYCH PROB AGE 17+--RP" ; +label variable ER68909 "HEHC SLF RPT: AGE END OTR PSYCH PROB--RP" ; +label variable ER68910 "HEHC SP REPORT: YEAR 1ST REPORT--RP" ; +label variable ER68911 "HEHC SP RPT: PAR SEP B4 AGE 1--RP" ; +label variable ER68912 "HEHC SP RPT: PAR SEP AGE 1--RP" ; +label variable ER68913 "HEHC SP RPT: PAR SEP AGE 2--RP" ; +label variable ER68914 "HEHC SP RPT: PAR SEP AGE 3--RP" ; +label variable ER68915 "HEHC SP RPT: PAR SEP AGE 4--RP" ; +label variable ER68916 "HEHC SP RPT: PAR SEP AGE 5--RP" ; +label variable ER68917 "HEHC SP RPT: PAR SEP AGE 6--RP" ; +label variable ER68918 "HEHC SP RPT: PAR SEP AGE 7--RP" ; +label variable ER68919 "HEHC SP RPT: PAR SEP AGE 8--RP" ; +label variable ER68920 "HEHC SP RPT: PAR SEP AGE 9--RP" ; +label variable ER68921 "HEHC SP RPT: PAR SEP AGE 10--RP" ; +label variable ER68922 "HEHC SP RPT: PAR SEP AGE 11--RP" ; +label variable ER68923 "HEHC SP RPT: PAR SEP AGE 12--RP" ; +label variable ER68924 "HEHC SP RPT: PAR SEP AGE 13--RP" ; +label variable ER68925 "HEHC SP RPT: PAR SEP AGE 14--RP" ; +label variable ER68926 "HEHC SP RPT: PAR SEP AGE 15--RP" ; +label variable ER68927 "HEHC SP RPT: PAR SEP AGE 16--RP" ; +label variable ER68928 "HEHC SP RPT: MOVE B4 AGE 1--RP" ; +label variable ER68929 "HEHC SP RPT: MOVE AGE 1--RP" ; +label variable ER68930 "HEHC SP RPT: MOVE AGE 2--RP" ; +label variable ER68931 "HEHC SP RPT: MOVE AGE 3--RP" ; +label variable ER68932 "HEHC SP RPT: MOVE AGE 4--RP" ; +label variable ER68933 "HEHC SP RPT: MOVE AGE 5--RP" ; +label variable ER68934 "HEHC SP RPT: MOVE AGE 6--RP" ; +label variable ER68935 "HEHC SP RPT: MOVE AGE 7--RP" ; +label variable ER68936 "HEHC SP RPT: MOVE AGE 8--RP" ; +label variable ER68937 "HEHC SP RPT: MOVE AGE 9--RP" ; +label variable ER68938 "HEHC SP RPT: MOVE AGE 10--RP" ; +label variable ER68939 "HEHC SP RPT: MOVE AGE 11--RP" ; +label variable ER68940 "HEHC SP RPT: MOVE AGE 12--RP" ; +label variable ER68941 "HEHC SP RPT: MOVE AGE 13--RP" ; +label variable ER68942 "HEHC SP RPT: MOVE AGE 14--RP" ; +label variable ER68943 "HEHC SP RPT: MOVE AGE 15--RP" ; +label variable ER68944 "HEHC SP RPT: MOVE AGE 16--RP" ; +label variable ER68945 "HEHC SP RPT: SCHOOL B4 AGE 1--RP" ; +label variable ER68946 "HEHC SP RPT: SCHOOL AGE 1--RP" ; +label variable ER68947 "HEHC SP RPT: SCHOOL AGE 2--RP" ; +label variable ER68948 "HEHC SP RPT: SCHOOL AGE 3--RP" ; +label variable ER68949 "HEHC SP RPT: SCHOOL AGE 4--RP" ; +label variable ER68950 "HEHC SP RPT: SCHOOL AGE 5--RP" ; +label variable ER68951 "HEHC SP RPT: SCHOOL AGE 6--RP" ; +label variable ER68952 "HEHC SP RPT: SCHOOL AGE 7--RP" ; +label variable ER68953 "HEHC SP RPT: SCHOOL AGE 8--RP" ; +label variable ER68954 "HEHC SP RPT: SCHOOL AGE 9--RP" ; +label variable ER68955 "HEHC SP RPT: SCHOOL AGE 10--RP" ; +label variable ER68956 "HEHC SP RPT: SCHOOL AGE 11--RP" ; +label variable ER68957 "HEHC SP RPT: SCHOOL AGE 12--RP" ; +label variable ER68958 "HEHC SP RPT: SCHOOL AGE 13--RP" ; +label variable ER68959 "HEHC SP RPT: SCHOOL AGE 14--RP" ; +label variable ER68960 "HEHC SP RPT: SCHOOL AGE 15--RP" ; +label variable ER68961 "HEHC SP RPT: SCHOOL AGE 16--RP" ; +label variable ER68962 "HEHC SP RPT: ASTHMA B4 AGE 1--RP" ; +label variable ER68963 "HEHC SP RPT: ASTHMA AGE 1--RP" ; +label variable ER68964 "HEHC SP RPT: ASTHMA AGE 2--RP" ; +label variable ER68965 "HEHC SP RPT: ASTHMA AGE 3--RP" ; +label variable ER68966 "HEHC SP RPT: ASTHMA AGE 4--RP" ; +label variable ER68967 "HEHC SP RPT: ASTHMA AGE 5--RP" ; +label variable ER68968 "HEHC SP RPT: ASTHMA AGE 6--RP" ; +label variable ER68969 "HEHC SP RPT: ASTHMA AGE 7--RP" ; +label variable ER68970 "HEHC SP RPT: ASTHMA AGE 8--RP" ; +label variable ER68971 "HEHC SP RPT: ASTHMA AGE 9--RP" ; +label variable ER68972 "HEHC SP RPT: ASTHMA AGE 10--RP" ; +label variable ER68973 "HEHC SP RPT: ASTHMA AGE 11--RP" ; +label variable ER68974 "HEHC SP RPT: ASTHMA AGE 12--RP" ; +label variable ER68975 "HEHC SP RPT: ASTHMA AGE 13--RP" ; +label variable ER68976 "HEHC SP RPT: ASTHMA AGE 14--RP" ; +label variable ER68977 "HEHC SP RPT: ASTHMA AGE 15--RP" ; +label variable ER68978 "HEHC SP RPT: ASTHMA AGE 16--RP" ; +label variable ER68979 "HEHC SP RPT: ASTHMA AGE 17+--RP" ; +label variable ER68980 "HEHC SP RPT: AGE END ASTHMA--RP" ; +label variable ER68981 "HEHC SP RPT: DIABETES B4 AGE 1--RP" ; +label variable ER68982 "HEHC SP RPT: DIABETES AGE 1--RP" ; +label variable ER68983 "HEHC SP RPT: DIABETES AGE 2--RP" ; +label variable ER68984 "HEHC SP RPT: DIABETES AGE 3--RP" ; +label variable ER68985 "HEHC SP RPT: DIABETES AGE 4--RP" ; +label variable ER68986 "HEHC SP RPT: DIABETES AGE 5--RP" ; +label variable ER68987 "HEHC SP RPT: DIABETES AGE 6--RP" ; +label variable ER68988 "HEHC SP RPT: DIABETES AGE 7--RP" ; +label variable ER68989 "HEHC SP RPT: DIABETES AGE 8--RP" ; +label variable ER68990 "HEHC SP RPT: DIABETES AGE 9--RP" ; +label variable ER68991 "HEHC SP RPT: DIABETES AGE 10--RP" ; +label variable ER68992 "HEHC SP RPT: DIABETES AGE 11--RP" ; +label variable ER68993 "HEHC SP RPT: DIABETES AGE 12--RP" ; +label variable ER68994 "HEHC SP RPT: DIABETES AGE 13--RP" ; +label variable ER68995 "HEHC SP RPT: DIABETES AGE 14--RP" ; +label variable ER68996 "HEHC SP RPT: DIABETES AGE 15--RP" ; +label variable ER68997 "HEHC SP RPT: DIABETES AGE 16--RP" ; +label variable ER68998 "HEHC SP RPT: DIABETES AGE 17+--RP" ; +label variable ER68999 "HEHC SP RPT: AGE END DIABETES--RP" ; +label variable ER69000 "HEHC SP RPT: RESP DIS B4 AGE 1--RP" ; +label variable ER69001 "HEHC SP RPT: RESP DIS AGE 1--RP" ; +label variable ER69002 "HEHC SP RPT: RESP DIS AGE 2--RP" ; +label variable ER69003 "HEHC SP RPT: RESP DIS AGE 3--RP" ; +label variable ER69004 "HEHC SP RPT: RESP DIS AGE 4--RP" ; +label variable ER69005 "HEHC SP RPT: RESP DIS AGE 5--RP" ; +label variable ER69006 "HEHC SP RPT: RESP DIS AGE 6--RP" ; +label variable ER69007 "HEHC SP RPT: RESP DIS AGE 7--RP" ; +label variable ER69008 "HEHC SP RPT: RESP DIS AGE 8--RP" ; +label variable ER69009 "HEHC SP RPT: RESP DIS AGE 9--RP" ; +label variable ER69010 "HEHC SP RPT: RESP DIS AGE 10--RP" ; +label variable ER69011 "HEHC SP RPT: RESP DIS AGE 11--RP" ; +label variable ER69012 "HEHC SP RPT: RESP DIS AGE 12--RP" ; +label variable ER69013 "HEHC SP RPT: RESP DIS AGE 13--RP" ; +label variable ER69014 "HEHC SP RPT: RESP DIS AGE 14--RP" ; +label variable ER69015 "HEHC SP RPT: RESP DIS AGE 15--RP" ; +label variable ER69016 "HEHC SP RPT: RESP DIS AGE 16--RP" ; +label variable ER69017 "HEHC SP RPT: RESP DIS AGE 17+--RP" ; +label variable ER69018 "HEHC SP RPT: AGE END RESP DIS--RP" ; +label variable ER69019 "HEHC SP RPT: SPCH IMPAIR B4 AGE 1--RP" ; +label variable ER69020 "HEHC SP RPT: SPCH IMPAIR AGE 1--RP" ; +label variable ER69021 "HEHC SP RPT: SPCH IMPAIR AGE 2--RP" ; +label variable ER69022 "HEHC SP RPT: SPCH IMPAIR AGE 3--RP" ; +label variable ER69023 "HEHC SP RPT: SPCH IMPAIR AGE 4--RP" ; +label variable ER69024 "HEHC SP RPT: SPCH IMPAIR AGE 5--RP" ; +label variable ER69025 "HEHC SP RPT: SPCH IMPAIR AGE 6--RP" ; +label variable ER69026 "HEHC SP RPT: SPCH IMPAIR AGE 7--RP" ; +label variable ER69027 "HEHC SP RPT: SPCH IMPAIR AGE 8--RP" ; +label variable ER69028 "HEHC SP RPT: SPCH IMPAIR AGE 9--RP" ; +label variable ER69029 "HEHC SP RPT: SPCH IMPAIR AGE 10--RP" ; +label variable ER69030 "HEHC SP RPT: SPCH IMPAIR AGE 11--RP" ; +label variable ER69031 "HEHC SP RPT: SPCH IMPAIR AGE 12--RP" ; +label variable ER69032 "HEHC SP RPT: SPCH IMPAIR AGE 13--RP" ; +label variable ER69033 "HEHC SP RPT: SPCH IMPAIR AGE 14--RP" ; +label variable ER69034 "HEHC SP RPT: SPCH IMPAIR AGE 15--RP" ; +label variable ER69035 "HEHC SP RPT: SPCH IMPAIR AGE 16--RP" ; +label variable ER69036 "HEHC SP RPT: SPCH IMPAIR AGE 17+--RP" ; +label variable ER69037 "HEHC SP RPT: AGE END SPCH IMPAIR--RP" ; +label variable ER69038 "HEHC SP RPT: ALLERGY B4 AGE 1--RP" ; +label variable ER69039 "HEHC SP RPT: ALLERGY AGE 1--RP" ; +label variable ER69040 "HEHC SP RPT: ALLERGY AGE 2--RP" ; +label variable ER69041 "HEHC SP RPT: ALLERGY AGE 3--RP" ; +label variable ER69042 "HEHC SP RPT: ALLERGY AGE 4--RP" ; +label variable ER69043 "HEHC SP RPT: ALLERGY AGE 5--RP" ; +label variable ER69044 "HEHC SP RPT: ALLERGY AGE 6--RP" ; +label variable ER69045 "HEHC SP RPT: ALLERGY AGE 7--RP" ; +label variable ER69046 "HEHC SP RPT: ALLERGY AGE 8--RP" ; +label variable ER69047 "HEHC SP RPT: ALLERGY AGE 9--RP" ; +label variable ER69048 "HEHC SP RPT: ALLERGY AGE 10--RP" ; +label variable ER69049 "HEHC SP RPT: ALLERGY AGE 11--RP" ; +label variable ER69050 "HEHC SP RPT: ALLERGY AGE 12--RP" ; +label variable ER69051 "HEHC SP RPT: ALLERGY AGE 13--RP" ; +label variable ER69052 "HEHC SP RPT: ALLERGY AGE 14--RP" ; +label variable ER69053 "HEHC SP RPT: ALLERGY AGE 15--RP" ; +label variable ER69054 "HEHC SP RPT: ALLERGY AGE 16--RP" ; +label variable ER69055 "HEHC SP RPT: ALLERGY AGE 17+--RP" ; +label variable ER69056 "HEHC SP RPT: AGE END ALLERGY--RP" ; +label variable ER69057 "HEHC SP RPT: HEART TRBL B4 AGE 1--RP" ; +label variable ER69058 "HEHC SP RPT: HEART TRBL AGE 1--RP" ; +label variable ER69059 "HEHC SP RPT: HEART TRBL AGE 2--RP" ; +label variable ER69060 "HEHC SP RPT: HEART TRBL AGE 3--RP" ; +label variable ER69061 "HEHC SP RPT: HEART TRBL AGE 4--RP" ; +label variable ER69062 "HEHC SP RPT: HEART TRBL AGE 5--RP" ; +label variable ER69063 "HEHC SP RPT: HEART TRBL AGE 6--RP" ; +label variable ER69064 "HEHC SP RPT: HEART TRBL AGE 7--RP" ; +label variable ER69065 "HEHC SP RPT: HEART TRBL AGE 8--RP" ; +label variable ER69066 "HEHC SP RPT: HEART TRBL AGE 9--RP" ; +label variable ER69067 "HEHC SP RPT: HEART TRBL AGE 10--RP" ; +label variable ER69068 "HEHC SP RPT: HEART TRBL AGE 11--RP" ; +label variable ER69069 "HEHC SP RPT: HEART TRBL AGE 12--RP" ; +label variable ER69070 "HEHC SP RPT: HEART TRBL AGE 13--RP" ; +label variable ER69071 "HEHC SP RPT: HEART TRBL AGE 14--RP" ; +label variable ER69072 "HEHC SP RPT: HEART TRBL AGE 15--RP" ; +label variable ER69073 "HEHC SP RPT: HEART TRBL AGE 16--RP" ; +label variable ER69074 "HEHC SP RPT: HEART TRBL AGE 17+--RP" ; +label variable ER69075 "HEHC SP RPT: AGE END HEART TRBL--RP" ; +label variable ER69076 "HEHC SP RPT: EAR PROBS B4 AGE 1--RP" ; +label variable ER69077 "HEHC SP RPT: EAR PROBS AGE 1--RP" ; +label variable ER69078 "HEHC SP RPT: EAR PROBS AGE 2--RP" ; +label variable ER69079 "HEHC SP RPT: EAR PROBS AGE 3--RP" ; +label variable ER69080 "HEHC SP RPT: EAR PROBS AGE 4--RP" ; +label variable ER69081 "HEHC SP RPT: EAR PROBS AGE 5--RP" ; +label variable ER69082 "HEHC SP RPT: EAR PROBS AGE 6--RP" ; +label variable ER69083 "HEHC SP RPT: EAR PROBS AGE 7--RP" ; +label variable ER69084 "HEHC SP RPT: EAR PROBS AGE 8--RP" ; +label variable ER69085 "HEHC SP RPT: EAR PROBS AGE 9--RP" ; +label variable ER69086 "HEHC SP RPT: EAR PROBS AGE 10--RP" ; +label variable ER69087 "HEHC SP RPT: EAR PROBS AGE 11--RP" ; +label variable ER69088 "HEHC SP RPT: EAR PROBS AGE 12--RP" ; +label variable ER69089 "HEHC SP RPT: EAR PROBS AGE 13--RP" ; +label variable ER69090 "HEHC SP RPT: EAR PROBS AGE 14--RP" ; +label variable ER69091 "HEHC SP RPT: EAR PROBS AGE 15--RP" ; +label variable ER69092 "HEHC SP RPT: EAR PROBS AGE 16--RP" ; +label variable ER69093 "HEHC SP RPT: EAR PROBS AGE 17+--RP" ; +label variable ER69094 "HEHC SP RPT: AGE END EAR PROBS--RP" ; +label variable ER69095 "HEHC SP RPT: EPILEPSY B4 AGE 1--RP" ; +label variable ER69096 "HEHC SP RPT: EPILEPSY AGE 1--RP" ; +label variable ER69097 "HEHC SP RPT: EPILEPSY AGE 2--RP" ; +label variable ER69098 "HEHC SP RPT: EPILEPSY AGE 3--RP" ; +label variable ER69099 "HEHC SP RPT: EPILEPSY AGE 4--RP" ; +label variable ER69100 "HEHC SP RPT: EPILEPSY AGE 5--RP" ; +label variable ER69101 "HEHC SP RPT: EPILEPSY AGE 6--RP" ; +label variable ER69102 "HEHC SP RPT: EPILEPSY AGE 7--RP" ; +label variable ER69103 "HEHC SP RPT: EPILEPSY AGE 8--RP" ; +label variable ER69104 "HEHC SP RPT: EPILEPSY AGE 9--RP" ; +label variable ER69105 "HEHC SP RPT: EPILEPSY AGE 10--RP" ; +label variable ER69106 "HEHC SP RPT: EPILEPSY AGE 11--RP" ; +label variable ER69107 "HEHC SP RPT: EPILEPSY AGE 12--RP" ; +label variable ER69108 "HEHC SP RPT: EPILEPSY AGE 13--RP" ; +label variable ER69109 "HEHC SP RPT: EPILEPSY AGE 14--RP" ; +label variable ER69110 "HEHC SP RPT: EPILEPSY AGE 15--RP" ; +label variable ER69111 "HEHC SP RPT: EPILEPSY AGE 16--RP" ; +label variable ER69112 "HEHC SP RPT: EPILEPSY AGE 17+--RP" ; +label variable ER69113 "HEHC SP RPT: AGE END EPILEPSY--RP" ; +label variable ER69114 "HEHC SP RPT: HEADACHE B4 AGE 1--RP" ; +label variable ER69115 "HEHC SP RPT: HEADACHE AGE 1--RP" ; +label variable ER69116 "HEHC SP RPT: HEADACHE AGE 2--RP" ; +label variable ER69117 "HEHC SP RPT: HEADACHE AGE 3--RP" ; +label variable ER69118 "HEHC SP RPT: HEADACHE AGE 4--RP" ; +label variable ER69119 "HEHC SP RPT: HEADACHE AGE 5--RP" ; +label variable ER69120 "HEHC SP RPT: HEADACHE AGE 6--RP" ; +label variable ER69121 "HEHC SP RPT: HEADACHE AGE 7--RP" ; +label variable ER69122 "HEHC SP RPT: HEADACHE AGE 8--RP" ; +label variable ER69123 "HEHC SP RPT: HEADACHE AGE 9--RP" ; +label variable ER69124 "HEHC SP RPT: HEADACHE AGE 10--RP" ; +label variable ER69125 "HEHC SP RPT: HEADACHE AGE 11--RP" ; +label variable ER69126 "HEHC SP RPT: HEADACHE AGE 12--RP" ; +label variable ER69127 "HEHC SP RPT: HEADACHE AGE 13--RP" ; +label variable ER69128 "HEHC SP RPT: HEADACHE AGE 14--RP" ; +label variable ER69129 "HEHC SP RPT: HEADACHE AGE 15--RP" ; +label variable ER69130 "HEHC SP RPT: HEADACHE AGE 16--RP" ; +label variable ER69131 "HEHC SP RPT: HEADACHE AGE 17+--RP" ; +label variable ER69132 "HEHC SP RPT: AGE END HEADACHE--RP" ; +label variable ER69133 "HEHC SP RPT: STOM PROB B4 AGE 1--RP" ; +label variable ER69134 "HEHC SP RPT: STOM PROB AGE 1--RP" ; +label variable ER69135 "HEHC SP RPT: STOM PROB AGE 2--RP" ; +label variable ER69136 "HEHC SP RPT: STOM PROB AGE 3--RP" ; +label variable ER69137 "HEHC SP RPT: STOM PROB AGE 4--RP" ; +label variable ER69138 "HEHC SP RPT: STOM PROB AGE 5--RP" ; +label variable ER69139 "HEHC SP RPT: STOM PROB AGE 6--RP" ; +label variable ER69140 "HEHC SP RPT: STOM PROB AGE 7--RP" ; +label variable ER69141 "HEHC SP RPT: STOM PROB AGE 8--RP" ; +label variable ER69142 "HEHC SP RPT: STOM PROB AGE 9--RP" ; +label variable ER69143 "HEHC SP RPT: STOM PROB AGE 10--RP" ; +label variable ER69144 "HEHC SP RPT: STOM PROB AGE 11--RP" ; +label variable ER69145 "HEHC SP RPT: STOM PROB AGE 12--RP" ; +label variable ER69146 "HEHC SP RPT: STOM PROB AGE 13--RP" ; +label variable ER69147 "HEHC SP RPT: STOM PROB AGE 14--RP" ; +label variable ER69148 "HEHC SP RPT: STOM PROB AGE 15--RP" ; +label variable ER69149 "HEHC SP RPT: STOM PROB AGE 16--RP" ; +label variable ER69150 "HEHC SP RPT: STOM PROB AGE 17+--RP" ; +label variable ER69151 "HEHC SP RPT: AGE END STOM PROB--RP" ; +label variable ER69152 "HEHC SP RPT: HGH BLOOD PR B4 AGE 1--RP" ; +label variable ER69153 "HEHC SP RPT: HGH BLOOD PR AGE 1--RP" ; +label variable ER69154 "HEHC SP RPT: HGH BLOOD PR AGE 2--RP" ; +label variable ER69155 "HEHC SP RPT: HGH BLOOD PR AGE 3--RP" ; +label variable ER69156 "HEHC SP RPT: HGH BLOOD PR AGE 4--RP" ; +label variable ER69157 "HEHC SP RPT: HGH BLOOD PR AGE 5--RP" ; +label variable ER69158 "HEHC SP RPT: HGH BLOOD PR AGE 6--RP" ; +label variable ER69159 "HEHC SP RPT: HGH BLOOD PR AGE 7--RP" ; +label variable ER69160 "HEHC SP RPT: HGH BLOOD PR AGE 8--RP" ; +label variable ER69161 "HEHC SP RPT: HGH BLOOD PR AGE 9--RP" ; +label variable ER69162 "HEHC SP RPT: HGH BLOOD PR AGE 10--RP" ; +label variable ER69163 "HEHC SP RPT: HGH BLOOD PR AGE 11--RP" ; +label variable ER69164 "HEHC SP RPT: HGH BLOOD PR AGE 12--RP" ; +label variable ER69165 "HEHC SP RPT: HGH BLOOD PR AGE 13--RP" ; +label variable ER69166 "HEHC SP RPT: HGH BLOOD PR AGE 14--RP" ; +label variable ER69167 "HEHC SP RPT: HGH BLOOD PR AGE 15--RP" ; +label variable ER69168 "HEHC SP RPT: HGH BLOOD PR AGE 16--RP" ; +label variable ER69169 "HEHC SP RPT: HGH BLOOD PR AGE 17+--RP" ; +label variable ER69170 "HEHC SP RPT: AGE END HGH BLD PR--RP" ; +label variable ER69171 "HEHC SP RPT: DEPRESSION B4 AGE 1--RP" ; +label variable ER69172 "HEHC SP RPT: DEPRESSION AGE 1--RP" ; +label variable ER69173 "HEHC SP RPT: DEPRESSION AGE 2--RP" ; +label variable ER69174 "HEHC SP RPT: DEPRESSION AGE 3--RP" ; +label variable ER69175 "HEHC SP RPT: DEPRESSION AGE 4--RP" ; +label variable ER69176 "HEHC SP RPT: DEPRESSION AGE 5--RP" ; +label variable ER69177 "HEHC SP RPT: DEPRESSION AGE 6--RP" ; +label variable ER69178 "HEHC SP RPT: DEPRESSION AGE 7--RP" ; +label variable ER69179 "HEHC SP RPT: DEPRESSION AGE 8--RP" ; +label variable ER69180 "HEHC SP RPT: DEPRESSION AGE 9--RP" ; +label variable ER69181 "HEHC SP RPT: DEPRESSION AGE 10--RP" ; +label variable ER69182 "HEHC SP RPT: DEPRESSION AGE 11--RP" ; +label variable ER69183 "HEHC SP RPT: DEPRESSION AGE 12--RP" ; +label variable ER69184 "HEHC SP RPT: DEPRESSION AGE 13--RP" ; +label variable ER69185 "HEHC SP RPT: DEPRESSION AGE 14--RP" ; +label variable ER69186 "HEHC SP RPT: DEPRESSION AGE 15--RP" ; +label variable ER69187 "HEHC SP RPT: DEPRESSION AGE 16--RP" ; +label variable ER69188 "HEHC SP RPT: DEPRESSION AGE 17+--RP" ; +label variable ER69189 "HEHC SP RPT: AGE END DEPRESSION--RP" ; +label variable ER69190 "HEHC SP RPT: DRUG/AL PROB B4 AGE 1--RP" ; +label variable ER69191 "HEHC SP RPT: DRUG/AL PROB AGE 1--RP" ; +label variable ER69192 "HEHC SP RPT: DRUG/AL PROB AGE 2--RP" ; +label variable ER69193 "HEHC SP RPT: DRUG/AL PROB AGE 3--RP" ; +label variable ER69194 "HEHC SP RPT: DRUG/AL PROB AGE 4--RP" ; +label variable ER69195 "HEHC SP RPT: DRUG/AL PROB AGE 5--RP" ; +label variable ER69196 "HEHC SP RPT: DRUG/AL PROB AGE 6--RP" ; +label variable ER69197 "HEHC SP RPT: DRUG/AL PROB AGE 7--RP" ; +label variable ER69198 "HEHC SP RPT: DRUG/AL PROB AGE 8--RP" ; +label variable ER69199 "HEHC SP RPT: DRUG/AL PROB AGE 9--RP" ; +label variable ER69200 "HEHC SP RPT: DRUG/AL PROB AGE 10--RP" ; +label variable ER69201 "HEHC SP RPT: DRUG/AL PROB AGE 11--RP" ; +label variable ER69202 "HEHC SP RPT: DRUG/AL PROB AGE 12--RP" ; +label variable ER69203 "HEHC SP RPT: DRUG/AL PROB AGE 13--RP" ; +label variable ER69204 "HEHC SP RPT: DRUG/AL PROB AGE 14--RP" ; +label variable ER69205 "HEHC SP RPT: DRUG/AL PROB AGE 15--RP" ; +label variable ER69206 "HEHC SP RPT: DRUG/AL PROB AGE 16--RP" ; +label variable ER69207 "HEHC SP RPT: DRUG/AL PROB AGE 17+--RP" ; +label variable ER69208 "HEHC SP RPT: AGE END DRUG/AL PROB--RP" ; +label variable ER69209 "HEHC SP RPT: OTR PSYCH PROB B4 AGE 1--RP" ; +label variable ER69210 "HEHC SP RPT: OTR PSYCH PROB AGE 1--RP" ; +label variable ER69211 "HEHC SP RPT: OTR PSYCH PROB AGE 2--RP" ; +label variable ER69212 "HEHC SP RPT: OTR PSYCH PROB AGE 3--RP" ; +label variable ER69213 "HEHC SP RPT: OTR PSYCH PROB AGE 4--RP" ; +label variable ER69214 "HEHC SP RPT: OTR PSYCH PROB AGE 5--RP" ; +label variable ER69215 "HEHC SP RPT: OTR PSYCH PROB AGE 6--RP" ; +label variable ER69216 "HEHC SP RPT: OTR PSYCH PROB AGE 7--RP" ; +label variable ER69217 "HEHC SP RPT: OTR PSYCH PROB AGE 8--RP" ; +label variable ER69218 "HEHC SP RPT: OTR PSYCH PROB AGE 9--RP" ; +label variable ER69219 "HEHC SP RPT: OTR PSYCH PROB AGE 10--RP" ; +label variable ER69220 "HEHC SP RPT: OTR PSYCH PROB AGE 11--RP" ; +label variable ER69221 "HEHC SP RPT: OTR PSYCH PROB AGE 12--RP" ; +label variable ER69222 "HEHC SP RPT: OTR PSYCH PROB AGE 13--RP" ; +label variable ER69223 "HEHC SP RPT: OTR PSYCH PROB AGE 14--RP" ; +label variable ER69224 "HEHC SP RPT: OTR PSYCH PROB AGE 15--RP" ; +label variable ER69225 "HEHC SP RPT: OTR PSYCH PROB AGE 16--RP" ; +label variable ER69226 "HEHC SP RPT: OTR PSYCH PROB AGE 17+--RP" ; +label variable ER69227 "HEHC SP RPT: AGE END OTR PSYCH PROB--RP" ; +label variable ER69228 "HEHC OTR RPT: YEAR 1ST REPORT--RP" ; +label variable ER69229 "HEHC OTR RPT: PAR SEP B4 AGE 1--RP" ; +label variable ER69230 "HEHC OTR RPT: PAR SEP AGE 1--RP" ; +label variable ER69231 "HEHC OTR RPT: PAR SEP AGE 2--RP" ; +label variable ER69232 "HEHC OTR RPT: PAR SEP AGE 3--RP" ; +label variable ER69233 "HEHC OTR RPT: PAR SEP AGE 4--RP" ; +label variable ER69234 "HEHC OTR RPT: PAR SEP AGE 5--RP" ; +label variable ER69235 "HEHC OTR RPT: PAR SEP AGE 6--RP" ; +label variable ER69236 "HEHC OTR RPT: PAR SEP AGE 7--RP" ; +label variable ER69237 "HEHC OTR RPT: PAR SEP AGE 8--RP" ; +label variable ER69238 "HEHC OTR RPT: PAR SEP AGE 9--RP" ; +label variable ER69239 "HEHC OTR RPT: PAR SEP AGE 10--RP" ; +label variable ER69240 "HEHC OTR RPT: PAR SEP AGE 11--RP" ; +label variable ER69241 "HEHC OTR RPT: PAR SEP AGE 12--RP" ; +label variable ER69242 "HEHC OTR RPT: PAR SEP AGE 13--RP" ; +label variable ER69243 "HEHC OTR RPT: PAR SEP AGE 14--RP" ; +label variable ER69244 "HEHC OTR RPT: PAR SEP AGE 15--RP" ; +label variable ER69245 "HEHC OTR RPT: PAR SEP AGE 16--RP" ; +label variable ER69246 "HEHC OTR RPT: MOVE B4 AGE 1--RP" ; +label variable ER69247 "HEHC OTR RPT: MOVE AGE 1--RP" ; +label variable ER69248 "HEHC OTR RPT: MOVE AGE 2--RP" ; +label variable ER69249 "HEHC OTR RPT: MOVE AGE 3--RP" ; +label variable ER69250 "HEHC OTR RPT: MOVE AGE 4--RP" ; +label variable ER69251 "HEHC OTR RPT: MOVE AGE 5--RP" ; +label variable ER69252 "HEHC OTR RPT: MOVE AGE 6--RP" ; +label variable ER69253 "HEHC OTR RPT: MOVE AGE 7--RP" ; +label variable ER69254 "HEHC OTR RPT: MOVE AGE 8--RP" ; +label variable ER69255 "HEHC OTR RPT: MOVE AGE 9--RP" ; +label variable ER69256 "HEHC OTR RPT: MOVE AGE 10--RP" ; +label variable ER69257 "HEHC OTR RPT: MOVE AGE 11--RP" ; +label variable ER69258 "HEHC OTR RPT: MOVE AGE 12--RP" ; +label variable ER69259 "HEHC OTR RPT: MOVE AGE 13--RP" ; +label variable ER69260 "HEHC OTR RPT: MOVE AGE 14--RP" ; +label variable ER69261 "HEHC OTR RPT: MOVE AGE 15--RP" ; +label variable ER69262 "HEHC OTR RPT: MOVE AGE 16--RP" ; +label variable ER69263 "HEHC OTR RPT: SCHOOL B4 AGE 1--RP" ; +label variable ER69264 "HEHC OTR RPT: SCHOOL AGE 1--RP" ; +label variable ER69265 "HEHC OTR RPT: SCHOOL AGE 2--RP" ; +label variable ER69266 "HEHC OTR RPT: SCHOOL AGE 3--RP" ; +label variable ER69267 "HEHC OTR RPT: SCHOOL AGE 4--RP" ; +label variable ER69268 "HEHC OTR RPT: SCHOOL AGE 5--RP" ; +label variable ER69269 "HEHC OTR RPT: SCHOOL AGE 6--RP" ; +label variable ER69270 "HEHC OTR RPT: SCHOOL AGE 7--RP" ; +label variable ER69271 "HEHC OTR RPT: SCHOOL AGE 8--RP" ; +label variable ER69272 "HEHC OTR RPT: SCHOOL AGE 9--RP" ; +label variable ER69273 "HEHC OTR RPT: SCHOOL AGE 10--RP" ; +label variable ER69274 "HEHC OTR RPT: SCHOOL AGE 11--RP" ; +label variable ER69275 "HEHC OTR RPT: SCHOOL AGE 12--RP" ; +label variable ER69276 "HEHC OTR RPT: SCHOOL AGE 13--RP" ; +label variable ER69277 "HEHC OTR RPT: SCHOOL AGE 14--RP" ; +label variable ER69278 "HEHC OTR RPT: SCHOOL AGE 15--RP" ; +label variable ER69279 "HEHC OTR RPT: SCHOOL AGE 16--RP" ; +label variable ER69280 "HEHC OTR RPT: ASTHMA B4 AGE 1--RP" ; +label variable ER69281 "HEHC OTR RPT: ASTHMA AGE 1--RP" ; +label variable ER69282 "HEHC OTR RPT: ASTHMA AGE 2--RP" ; +label variable ER69283 "HEHC OTR RPT: ASTHMA AGE 3--RP" ; +label variable ER69284 "HEHC OTR RPT: ASTHMA AGE 4--RP" ; +label variable ER69285 "HEHC OTR RPT: ASTHMA AGE 5--RP" ; +label variable ER69286 "HEHC OTR RPT: ASTHMA AGE 6--RP" ; +label variable ER69287 "HEHC OTR RPT: ASTHMA AGE 7--RP" ; +label variable ER69288 "HEHC OTR RPT: ASTHMA AGE 8--RP" ; +label variable ER69289 "HEHC OTR RPT: ASTHMA AGE 9--RP" ; +label variable ER69290 "HEHC OTR RPT: ASTHMA AGE 10--RP" ; +label variable ER69291 "HEHC OTR RPT: ASTHMA AGE 11--RP" ; +label variable ER69292 "HEHC OTR RPT: ASTHMA AGE 12--RP" ; +label variable ER69293 "HEHC OTR RPT: ASTHMA AGE 13--RP" ; +label variable ER69294 "HEHC OTR RPT: ASTHMA AGE 14--RP" ; +label variable ER69295 "HEHC OTR RPT: ASTHMA AGE 15--RP" ; +label variable ER69296 "HEHC OTR RPT: ASTHMA AGE 16--RP" ; +label variable ER69297 "HEHC OTR RPT: ASTHMA AGE 17+--RP" ; +label variable ER69298 "HEHC OTR RPT: AGE END ASTHMA--RP" ; +label variable ER69299 "HEHC OTR RPT: DIABETES B4 AGE 1--RP" ; +label variable ER69300 "HEHC OTR RPT: DIABETES AGE 1--RP" ; +label variable ER69301 "HEHC OTR RPT: DIABETES AGE 2--RP" ; +label variable ER69302 "HEHC OTR RPT: DIABETES AGE 3--RP" ; +label variable ER69303 "HEHC OTR RPT: DIABETES AGE 4--RP" ; +label variable ER69304 "HEHC OTR RPT: DIABETES AGE 5--RP" ; +label variable ER69305 "HEHC OTR RPT: DIABETES AGE 6--RP" ; +label variable ER69306 "HEHC OTR RPT: DIABETES AGE 7--RP" ; +label variable ER69307 "HEHC OTR RPT: DIABETES AGE 8--RP" ; +label variable ER69308 "HEHC OTR RPT: DIABETES AGE 9--RP" ; +label variable ER69309 "HEHC OTR RPT: DIABETES AGE 10--RP" ; +label variable ER69310 "HEHC OTR RPT: DIABETES AGE 11--RP" ; +label variable ER69311 "HEHC OTR RPT: DIABETES AGE 12--RP" ; +label variable ER69312 "HEHC OTR RPT: DIABETES AGE 13--RP" ; +label variable ER69313 "HEHC OTR RPT: DIABETES AGE 14--RP" ; +label variable ER69314 "HEHC OTR RPT: DIABETES AGE 15--RP" ; +label variable ER69315 "HEHC OTR RPT: DIABETES AGE 16--RP" ; +label variable ER69316 "HEHC OTR RPT: DIABETES AGE 17+--RP" ; +label variable ER69317 "HEHC OTR RPT: AGE END DIABETES--RP" ; +label variable ER69318 "HEHC OTR RPT: RESP DIS B4 AGE 1--RP" ; +label variable ER69319 "HEHC OTR RPT: RESP DIS AGE 1--RP" ; +label variable ER69320 "HEHC OTR RPT: RESP DIS AGE 2--RP" ; +label variable ER69321 "HEHC OTR RPT: RESP DIS AGE 3--RP" ; +label variable ER69322 "HEHC OTR RPT: RESP DIS AGE 4--RP" ; +label variable ER69323 "HEHC OTR RPT: RESP DIS AGE 5--RP" ; +label variable ER69324 "HEHC OTR RPT: RESP DIS AGE 6--RP" ; +label variable ER69325 "HEHC OTR RPT: RESP DIS AGE 7--RP" ; +label variable ER69326 "HEHC OTR RPT: RESP DIS AGE 8--RP" ; +label variable ER69327 "HEHC OTR RPT: RESP DIS AGE 9--RP" ; +label variable ER69328 "HEHC OTR RPT: RESP DIS AGE 10--RP" ; +label variable ER69329 "HEHC OTR RPT: RESP DIS AGE 11--RP" ; +label variable ER69330 "HEHC OTR RPT: RESP DIS AGE 12--RP" ; +label variable ER69331 "HEHC OTR RPT: RESP DIS AGE 13--RP" ; +label variable ER69332 "HEHC OTR RPT: RESP DIS AGE 14--RP" ; +label variable ER69333 "HEHC OTR RPT: RESP DIS AGE 15--RP" ; +label variable ER69334 "HEHC OTR RPT: RESP DIS AGE 16--RP" ; +label variable ER69335 "HEHC OTR RPT: RESP DIS AGE 17+--RP" ; +label variable ER69336 "HEHC OTR RPT: AGE END RESP DIS--RP" ; +label variable ER69337 "HEHC OTR RPT: SPCH IMPAIR B4 AGE 1--RP" ; +label variable ER69338 "HEHC OTR RPT: SPCH IMPAIR AGE 1--RP" ; +label variable ER69339 "HEHC OTR RPT: SPCH IMPAIR AGE 2--RP" ; +label variable ER69340 "HEHC OTR RPT: SPCH IMPAIR AGE 3--RP" ; +label variable ER69341 "HEHC OTR RPT: SPCH IMPAIR AGE 4--RP" ; +label variable ER69342 "HEHC OTR RPT: SPCH IMPAIR AGE 5--RP" ; +label variable ER69343 "HEHC OTR RPT: SPCH IMPAIR AGE 6--RP" ; +label variable ER69344 "HEHC OTR RPT: SPCH IMPAIR AGE 7--RP" ; +label variable ER69345 "HEHC OTR RPT: SPCH IMPAIR AGE 8--RP" ; +label variable ER69346 "HEHC OTR RPT: SPCH IMPAIR AGE 9--RP" ; +label variable ER69347 "HEHC OTR RPT: SPCH IMPAIR AGE 10--RP" ; +label variable ER69348 "HEHC OTR RPT: SPCH IMPAIR AGE 11--RP" ; +label variable ER69349 "HEHC OTR RPT: SPCH IMPAIR AGE 12--RP" ; +label variable ER69350 "HEHC OTR RPT: SPCH IMPAIR AGE 13--RP" ; +label variable ER69351 "HEHC OTR RPT: SPCH IMPAIR AGE 14--RP" ; +label variable ER69352 "HEHC OTR RPT: SPCH IMPAIR AGE 15--RP" ; +label variable ER69353 "HEHC OTR RPT: SPCH IMPAIR AGE 16--RP" ; +label variable ER69354 "HEHC OTR RPT: SPCH IMPAIR AGE 17+--RP" ; +label variable ER69355 "HEHC OTR RPT: AGE END SPCH IMPAIR--RP" ; +label variable ER69356 "HEHC OTR RPT: ALLERGY B4 AGE 1--RP" ; +label variable ER69357 "HEHC OTR RPT: ALLERGY AGE 1--RP" ; +label variable ER69358 "HEHC OTR RPT: ALLERGY AGE 2--RP" ; +label variable ER69359 "HEHC OTR RPT: ALLERGY AGE 3--RP" ; +label variable ER69360 "HEHC OTR RPT: ALLERGY AGE 4--RP" ; +label variable ER69361 "HEHC OTR RPT: ALLERGY AGE 5--RP" ; +label variable ER69362 "HEHC OTR RPT: ALLERGY AGE 6--RP" ; +label variable ER69363 "HEHC OTR RPT: ALLERGY AGE 7--RP" ; +label variable ER69364 "HEHC OTR RPT: ALLERGY AGE 8--RP" ; +label variable ER69365 "HEHC OTR RPT: ALLERGY AGE 9--RP" ; +label variable ER69366 "HEHC OTR RPT: ALLERGY AGE 10--RP" ; +label variable ER69367 "HEHC OTR RPT: ALLERGY AGE 11--RP" ; +label variable ER69368 "HEHC OTR RPT: ALLERGY AGE 12--RP" ; +label variable ER69369 "HEHC OTR RPT: ALLERGY AGE 13--RP" ; +label variable ER69370 "HEHC OTR RPT: ALLERGY AGE 14--RP" ; +label variable ER69371 "HEHC OTR RPT: ALLERGY AGE 15--RP" ; +label variable ER69372 "HEHC OTR RPT: ALLERGY AGE 16--RP" ; +label variable ER69373 "HEHC OTR RPT: ALLERGY AGE 17+--RP" ; +label variable ER69374 "HEHC OTR RPT: AGE END ALLERGY--RP" ; +label variable ER69375 "HEHC OTR RPT: HEART TRBL B4 AGE 1--RP" ; +label variable ER69376 "HEHC OTR RPT: HEART TRBL AGE 1--RP" ; +label variable ER69377 "HEHC OTR RPT: HEART TRBL AGE 2--RP" ; +label variable ER69378 "HEHC OTR RPT: HEART TRBL AGE 3--RP" ; +label variable ER69379 "HEHC OTR RPT: HEART TRBL AGE 4--RP" ; +label variable ER69380 "HEHC OTR RPT: HEART TRBL AGE 5--RP" ; +label variable ER69381 "HEHC OTR RPT: HEART TRBL AGE 6--RP" ; +label variable ER69382 "HEHC OTR RPT: HEART TRBL AGE 7--RP" ; +label variable ER69383 "HEHC OTR RPT: HEART TRBL AGE 8--RP" ; +label variable ER69384 "HEHC OTR RPT: HEART TRBL AGE 9--RP" ; +label variable ER69385 "HEHC OTR RPT: HEART TRBL AGE 10--RP" ; +label variable ER69386 "HEHC OTR RPT: HEART TRBL AGE 11--RP" ; +label variable ER69387 "HEHC OTR RPT: HEART TRBL AGE 12--RP" ; +label variable ER69388 "HEHC OTR RPT: HEART TRBL AGE 13--RP" ; +label variable ER69389 "HEHC OTR RPT: HEART TRBL AGE 14--RP" ; +label variable ER69390 "HEHC OTR RPT: HEART TRBL AGE 15--RP" ; +label variable ER69391 "HEHC OTR RPT: HEART TRBL AGE 16--RP" ; +label variable ER69392 "HEHC OTR RPT: HEART TRBL AGE 17+--RP" ; +label variable ER69393 "HEHC OTR RPT: AGE END HEART TRBL--RP" ; +label variable ER69394 "HEHC OTR RPT: EAR PROBS B4 AGE 1--RP" ; +label variable ER69395 "HEHC OTR RPT: EAR PROBS AGE 1--RP" ; +label variable ER69396 "HEHC OTR RPT: EAR PROBS AGE 2--RP" ; +label variable ER69397 "HEHC OTR RPT: EAR PROBS AGE 3--RP" ; +label variable ER69398 "HEHC OTR RPT: EAR PROBS AGE 4--RP" ; +label variable ER69399 "HEHC OTR RPT: EAR PROBS AGE 5--RP" ; +label variable ER69400 "HEHC OTR RPT: EAR PROBS AGE 6--RP" ; +label variable ER69401 "HEHC OTR RPT: EAR PROBS AGE 7--RP" ; +label variable ER69402 "HEHC OTR RPT: EAR PROBS AGE 8--RP" ; +label variable ER69403 "HEHC OTR RPT: EAR PROBS AGE 9--RP" ; +label variable ER69404 "HEHC OTR RPT: EAR PROBS AGE 10--RP" ; +label variable ER69405 "HEHC OTR RPT: EAR PROBS AGE 11--RP" ; +label variable ER69406 "HEHC OTR RPT: EAR PROBS AGE 12--RP" ; +label variable ER69407 "HEHC OTR RPT: EAR PROBS AGE 13--RP" ; +label variable ER69408 "HEHC OTR RPT: EAR PROBS AGE 14--RP" ; +label variable ER69409 "HEHC OTR RPT: EAR PROBS AGE 15--RP" ; +label variable ER69410 "HEHC OTR RPT: EAR PROBS AGE 16--RP" ; +label variable ER69411 "HEHC OTR RPT: EAR PROBS AGE 17+--RP" ; +label variable ER69412 "HEHC OTR RPT: AGE END EAR PROBS--RP" ; +label variable ER69413 "HEHC OTR RPT: EPILEPSY B4 AGE 1--RP" ; +label variable ER69414 "HEHC OTR RPT: EPILEPSY AGE 1--RP" ; +label variable ER69415 "HEHC OTR RPT: EPILEPSY AGE 2--RP" ; +label variable ER69416 "HEHC OTR RPT: EPILEPSY AGE 3--RP" ; +label variable ER69417 "HEHC OTR RPT: EPILEPSY AGE 4--RP" ; +label variable ER69418 "HEHC OTR RPT: EPILEPSY AGE 5--RP" ; +label variable ER69419 "HEHC OTR RPT: EPILEPSY AGE 6--RP" ; +label variable ER69420 "HEHC OTR RPT: EPILEPSY AGE 7--RP" ; +label variable ER69421 "HEHC OTR RPT: EPILEPSY AGE 8--RP" ; +label variable ER69422 "HEHC OTR RPT: EPILEPSY AGE 9--RP" ; +label variable ER69423 "HEHC OTR RPT: EPILEPSY AGE 10--RP" ; +label variable ER69424 "HEHC OTR RPT: EPILEPSY AGE 11--RP" ; +label variable ER69425 "HEHC OTR RPT: EPILEPSY AGE 12--RP" ; +label variable ER69426 "HEHC OTR RPT: EPILEPSY AGE 13--RP" ; +label variable ER69427 "HEHC OTR RPT: EPILEPSY AGE 14--RP" ; +label variable ER69428 "HEHC OTR RPT: EPILEPSY AGE 15--RP" ; +label variable ER69429 "HEHC OTR RPT: EPILEPSY AGE 16--RP" ; +label variable ER69430 "HEHC OTR RPT: EPILEPSY AGE 17+--RP" ; +label variable ER69431 "HEHC OTR RPT: AGE END EPILEPSY--RP" ; +label variable ER69432 "HEHC OTR RPT: HEADACHE B4 AGE 1--RP" ; +label variable ER69433 "HEHC OTR RPT: HEADACHE AGE 1--RP" ; +label variable ER69434 "HEHC OTR RPT: HEADACHE AGE 2--RP" ; +label variable ER69435 "HEHC OTR RPT: HEADACHE AGE 3--RP" ; +label variable ER69436 "HEHC OTR RPT: HEADACHE AGE 4--RP" ; +label variable ER69437 "HEHC OTR RPT: HEADACHE AGE 5--RP" ; +label variable ER69438 "HEHC OTR RPT: HEADACHE AGE 6--RP" ; +label variable ER69439 "HEHC OTR RPT: HEADACHE AGE 7--RP" ; +label variable ER69440 "HEHC OTR RPT: HEADACHE AGE 8--RP" ; +label variable ER69441 "HEHC OTR RPT: HEADACHE AGE 9--RP" ; +label variable ER69442 "HEHC OTR RPT: HEADACHE AGE 10--RP" ; +label variable ER69443 "HEHC OTR RPT: HEADACHE AGE 11--RP" ; +label variable ER69444 "HEHC OTR RPT: HEADACHE AGE 12--RP" ; +label variable ER69445 "HEHC OTR RPT: HEADACHE AGE 13--RP" ; +label variable ER69446 "HEHC OTR RPT: HEADACHE AGE 14--RP" ; +label variable ER69447 "HEHC OTR RPT: HEADACHE AGE 15--RP" ; +label variable ER69448 "HEHC OTR RPT: HEADACHE AGE 16--RP" ; +label variable ER69449 "HEHC OTR RPT: HEADACHE AGE 17+--RP" ; +label variable ER69450 "HEHC OTR RPT: AGE END HEADACHE--RP" ; +label variable ER69451 "HEHC OTR RPT: STOM PROB B4 AGE 1--RP" ; +label variable ER69452 "HEHC OTR RPT: STOM PROB AGE 1--RP" ; +label variable ER69453 "HEHC OTR RPT: STOM PROB AGE 2--RP" ; +label variable ER69454 "HEHC OTR RPT: STOM PROB AGE 3--RP" ; +label variable ER69455 "HEHC OTR RPT: STOM PROB AGE 4--RP" ; +label variable ER69456 "HEHC OTR RPT: STOM PROB AGE 5--RP" ; +label variable ER69457 "HEHC OTR RPT: STOM PROB AGE 6--RP" ; +label variable ER69458 "HEHC OTR RPT: STOM PROB AGE 7--RP" ; +label variable ER69459 "HEHC OTR RPT: STOM PROB AGE 8--RP" ; +label variable ER69460 "HEHC OTR RPT: STOM PROB AGE 9--RP" ; +label variable ER69461 "HEHC OTR RPT: STOM PROB AGE 10--RP" ; +label variable ER69462 "HEHC OTR RPT: STOM PROB AGE 11--RP" ; +label variable ER69463 "HEHC OTR RPT: STOM PROB AGE 12--RP" ; +label variable ER69464 "HEHC OTR RPT: STOM PROB AGE 13--RP" ; +label variable ER69465 "HEHC OTR RPT: STOM PROB AGE 14--RP" ; +label variable ER69466 "HEHC OTR RPT: STOM PROB AGE 15--RP" ; +label variable ER69467 "HEHC OTR RPT: STOM PROB AGE 16--RP" ; +label variable ER69468 "HEHC OTR RPT: STOM PROB AGE 17+--RP" ; +label variable ER69469 "HEHC OTR RPT: AGE END STOM PROB--RP" ; +label variable ER69470 "HEHC OTR RPT: HGH BLOOD PR B4 AGE 1--RP" ; +label variable ER69471 "HEHC OTR RPT: HGH BLOOD PR AGE 1--RP" ; +label variable ER69472 "HEHC OTR RPT: HGH BLOOD PR AGE 2--RP" ; +label variable ER69473 "HEHC OTR RPT: HGH BLOOD PR AGE 3--RP" ; +label variable ER69474 "HEHC OTR RPT: HGH BLOOD PR AGE 4--RP" ; +label variable ER69475 "HEHC OTR RPT: HGH BLOOD PR AGE 5--RP" ; +label variable ER69476 "HEHC OTR RPT: HGH BLOOD PR AGE 6--RP" ; +label variable ER69477 "HEHC OTR RPT: HGH BLOOD PR AGE 7--RP" ; +label variable ER69478 "HEHC OTR RPT: HGH BLOOD PR AGE 8--RP" ; +label variable ER69479 "HEHC OTR RPT: HGH BLOOD PR AGE 9--RP" ; +label variable ER69480 "HEHC OTR RPT: HGH BLOOD PR AGE 10--RP" ; +label variable ER69481 "HEHC OTR RPT: HGH BLOOD PR AGE 11--RP" ; +label variable ER69482 "HEHC OTR RPT: HGH BLOOD PR AGE 12--RP" ; +label variable ER69483 "HEHC OTR RPT: HGH BLOOD PR AGE 13--RP" ; +label variable ER69484 "HEHC OTR RPT: HGH BLOOD PR AGE 14--RP" ; +label variable ER69485 "HEHC OTR RPT: HGH BLOOD PR AGE 15--RP" ; +label variable ER69486 "HEHC OTR RPT: HGH BLOOD PR AGE 16--RP" ; +label variable ER69487 "HEHC OTR RPT: HGH BLOOD PR AGE 17+--RP" ; +label variable ER69488 "HEHC OTR RPT: AGE END HGH BLD PR--RP" ; +label variable ER69489 "HEHC OTR RPT: DEPRESSION B4 AGE 1--RP" ; +label variable ER69490 "HEHC OTR RPT: DEPRESSION AGE 1--RP" ; +label variable ER69491 "HEHC OTR RPT: DEPRESSION AGE 2--RP" ; +label variable ER69492 "HEHC OTR RPT: DEPRESSION AGE 3--RP" ; +label variable ER69493 "HEHC OTR RPT: DEPRESSION AGE 4--RP" ; +label variable ER69494 "HEHC OTR RPT: DEPRESSION AGE 5--RP" ; +label variable ER69495 "HEHC OTR RPT: DEPRESSION AGE 6--RP" ; +label variable ER69496 "HEHC OTR RPT: DEPRESSION AGE 7--RP" ; +label variable ER69497 "HEHC OTR RPT: DEPRESSION AGE 8--RP" ; +label variable ER69498 "HEHC OTR RPT: DEPRESSION AGE 9--RP" ; +label variable ER69499 "HEHC OTR RPT: DEPRESSION AGE 10--RP" ; +label variable ER69500 "HEHC OTR RPT: DEPRESSION AGE 11--RP" ; +label variable ER69501 "HEHC OTR RPT: DEPRESSION AGE 12--RP" ; +label variable ER69502 "HEHC OTR RPT: DEPRESSION AGE 13--RP" ; +label variable ER69503 "HEHC OTR RPT: DEPRESSION AGE 14--RP" ; +label variable ER69504 "HEHC OTR RPT: DEPRESSION AGE 15--RP" ; +label variable ER69505 "HEHC OTR RPT: DEPRESSION AGE 16--RP" ; +label variable ER69506 "HEHC OTR RPT: DEPRESSION AGE 17+--RP" ; +label variable ER69507 "HEHC OTR RPT: AGE END DEPRESSION--RP" ; +label variable ER69508 "HEHC OTR RPT: DRUG/AL PROB B4 AGE 1--RP" ; +label variable ER69509 "HEHC OTR RPT: DRUG/AL PROB AGE 1--RP" ; +label variable ER69510 "HEHC OTR RPT: DRUG/AL PROB AGE 2--RP" ; +label variable ER69511 "HEHC OTR RPT: DRUG/AL PROB AGE 3--RP" ; +label variable ER69512 "HEHC OTR RPT: DRUG/AL PROB AGE 4--RP" ; +label variable ER69513 "HEHC OTR RPT: DRUG/AL PROB AGE 5--RP" ; +label variable ER69514 "HEHC OTR RPT: DRUG/AL PROB AGE 6--RP" ; +label variable ER69515 "HEHC OTR RPT: DRUG/AL PROB AGE 7--RP" ; +label variable ER69516 "HEHC OTR RPT: DRUG/AL PROB AGE 8--RP" ; +label variable ER69517 "HEHC OTR RPT: DRUG/AL PROB AGE 9--RP" ; +label variable ER69518 "HEHC OTR RPT: DRUG/AL PROB AGE 10--RP" ; +label variable ER69519 "HEHC OTR RPT: DRUG/AL PROB AGE 11--RP" ; +label variable ER69520 "HEHC OTR RPT: DRUG/AL PROB AGE 12--RP" ; +label variable ER69521 "HEHC OTR RPT: DRUG/AL PROB AGE 13--RP" ; +label variable ER69522 "HEHC OTR RPT: DRUG/AL PROB AGE 14--RP" ; +label variable ER69523 "HEHC OTR RPT: DRUG/AL PROB AGE 15--RP" ; +label variable ER69524 "HEHC OTR RPT: DRUG/AL PROB AGE 16--RP" ; +label variable ER69525 "HEHC OTR RPT: DRUG/AL PROB AGE 17+--RP" ; +label variable ER69526 "HEHC OTR RPT: AGE END DRUG/AL PROB--RP" ; +label variable ER69527 "HEHC OTR RPT: OTR PSYCH PROB B4 AGE 1-RP" ; +label variable ER69528 "HEHC OTR RPT: OTR PSYCH PROB AGE 1--RP" ; +label variable ER69529 "HEHC OTR RPT: OTR PSYCH PROB AGE 2--RP" ; +label variable ER69530 "HEHC OTR RPT: OTR PSYCH PROB AGE 3--RP" ; +label variable ER69531 "HEHC OTR RPT: OTR PSYCH PROB AGE 4--RP" ; +label variable ER69532 "HEHC OTR RPT: OTR PSYCH PROB AGE 5--RP" ; +label variable ER69533 "HEHC OTR RPT: OTR PSYCH PROB AGE 6--RP" ; +label variable ER69534 "HEHC OTR RPT: OTR PSYCH PROB AGE 7--RP" ; +label variable ER69535 "HEHC OTR RPT: OTR PSYCH PROB AGE 8--RP" ; +label variable ER69536 "HEHC OTR RPT: OTR PSYCH PROB AGE 9--RP" ; +label variable ER69537 "HEHC OTR RPT: OTR PSYCH PROB AGE 10--RP" ; +label variable ER69538 "HEHC OTR RPT: OTR PSYCH PROB AGE 11--RP" ; +label variable ER69539 "HEHC OTR RPT: OTR PSYCH PROB AGE 12--RP" ; +label variable ER69540 "HEHC OTR RPT: OTR PSYCH PROB AGE 13--RP" ; +label variable ER69541 "HEHC OTR RPT: OTR PSYCH PROB AGE 14--RP" ; +label variable ER69542 "HEHC OTR RPT: OTR PSYCH PROB AGE 15--RP" ; +label variable ER69543 "HEHC OTR RPT: OTR PSYCH PROB AGE 16--RP" ; +label variable ER69544 "HEHC OTR RPT: OTR PSYCH PROB AGE 17+--RP" ; +label variable ER69545 "HEHC OTR RPT: AGE END OTR PSYCH PROB--RP" ; +label variable ER69546 "H24 WTR SPOUSE IN FU NOW" ; +label variable ER69547 "H1 HEALTH STATUS-SPOUSE" ; +label variable ER69548 "H1A WTR HLTH BETTER/WORSE-SPOUSE" ; +label variable ER69549 "H1B WTR HEALTH BETTER-SPOUSE" ; +label variable ER69550 "H1C WTR HEALTH WORSE-SPOUSE" ; +label variable ER69551 "H2 WTR TYPE/AMT WORK LIMITED-SPOUSE" ; +label variable ER69552 "H3 WTR UNABLE TO DO SOME TYPES WORK-SP" ; +label variable ER69553 "H4 WTR LIMIT AMT WORK CAN DO-SPOUSE" ; +label variable ER69554 "H5A WTR HAD STROKE-SPOUSE" ; +label variable ER69555 "H5A WTR EDITED-SPOUSE" ; +label variable ER69556 "H6A1 AGE AT FIRST STROKE-SPOUSE" ; +label variable ER69557 "H6A2 WTR SECOND STROKE-SPOUSE" ; +label variable ER69558 "H7A WTR STROKE LIMIT DAILY ACTIVITY-SP" ; +label variable ER69559 "H7A2 WTR TAKING MEDS FOR STROKE-SP" ; +label variable ER69560 "H5B WTR HEART ATTACK-SPOUSE" ; +label variable ER69561 "H5B WTR EDITED-SPOUSE" ; +label variable ER69562 "H6B1 AGE AT FIRST HEART ATTACK-SP" ; +label variable ER69563 "H6B2 WTR SECOND HEART ATTACK-SP" ; +label variable ER69564 "H7B WTR HRT ATTACK LIMIT ACTIVITY-SP" ; +label variable ER69565 "H7B2 WTR TAKING MEDS FOR HEART ATTACK-SP" ; +label variable ER69566 "H5C WTR HEART DISEASE-SPOUSE" ; +label variable ER69567 "H5C WTR EDITED-SPOUSE" ; +label variable ER69568 "H6C1 AGE FIRST HAD HEART DISEASE-SP" ; +label variable ER69569 "H7C WTR HRT DISEASE LIMIT ACTIVITY-SP" ; +label variable ER69570 "H7C2 WTR TAKING MEDS HEART DISEASE-SP" ; +label variable ER69571 "H5D WTR HYPERTENSION-SPOUSE" ; +label variable ER69572 "H5D WTR EDITED-SPOUSE" ; +label variable ER69573 "H6D1 AGE FIRST HAD HYPERTENSION-SP" ; +label variable ER69574 "H7D WTR HYPERTENSION LIMIT ACTIVITY-SP" ; +label variable ER69575 "H7D2 WTR TAKING MEDS FOR HYPERTENSION-SP" ; +label variable ER69576 "H5E WTR ASTHMA-SPOUSE" ; +label variable ER69577 "H5E WTR EDITED-SPOUSE" ; +label variable ER69578 "H6E1 AGE FIRST HAD ASTHMA-SPOUSE" ; +label variable ER69579 "H7E WTR ASTHMA LIMIT DAILY ACTIVITY-SP" ; +label variable ER69580 "H7E2 WTR TAKING MEDS FOR ASTHMA-SP" ; +label variable ER69581 "H5F WTR LUNG DISEASE-SPOUSE" ; +label variable ER69582 "H5F WTR EDITED-SPOUSE" ; +label variable ER69583 "H6F1 AGE FIRST HAD LUNG DISEASE-SP" ; +label variable ER69584 "H7F WTR LUNG DISEASE LIMIT ACTIVITY-SP" ; +label variable ER69585 "H7F2 WTR TAKING MEDS FOR LUNG DISEASE-SP" ; +label variable ER69586 "H5G WTR DIABETES-SPOUSE" ; +label variable ER69587 "H5G WTR EDITED-SPOUSE" ; +label variable ER69588 "H6G1 AGE FIRST HAD DIABETES-SPOUSE" ; +label variable ER69589 "H7G WTR DIABETES LIMIT ACTIVITY-SP" ; +label variable ER69590 "H7G2 WTR TAKING MEDS FOR DIABETES-SP" ; +label variable ER69591 "H5H WTR ARTHRITIS-SPOUSE" ; +label variable ER69592 "H5H WTR EDITED-SPOUSE" ; +label variable ER69593 "H6H1 AGE FIRST HAD ARTHRITIS-SPOUSE" ; +label variable ER69594 "H7H WTR ARTHRITIS LIMIT ACTIVITY-SP" ; +label variable ER69595 "H7H2 WTR TAKING MEDS FOR ARTHRITIS-SP" ; +label variable ER69596 "H5I WTR MENTAL LOSS-SPOUSE" ; +label variable ER69597 "H5I WTR EDITED-SPOUSE" ; +label variable ER69598 "H6I1 AGE FIRST HAD MEMORY LOSS-SP" ; +label variable ER69599 "H7I WTR MEMORY LOSS LIMIT ACTIVITY-SP" ; +label variable ER69600 "H7I2 WTR TAKING MEDS FOR MEMORY LOSS-SP" ; +label variable ER69601 "H5J WTR LEARNING DISORDER-SPOUSE" ; +label variable ER69602 "H5J WTR EDITED-SPOUSE" ; +label variable ER69603 "H6J1 AGE FIRST HAD LRNG DISORDER-SP" ; +label variable ER69604 "H7J WTR LRNG DISORDR LIMIT ACTIVITY-SP" ; +label variable ER69605 "H7J2 WTR TAKING MEDS FOR LRNG DISORDR-SP" ; +label variable ER69606 "H5K WTR CANCER-SPOUSE" ; +label variable ER69607 "H6K1 AGE FIRST HAD CANCER-SPOUSE" ; +label variable ER69608 "H6K3 WTR TREATING, RMSSN, OR CURED-SP" ; +label variable ER69609 "H6K4 TYPE OF CANCER MENTION 1-SPOUSE" ; +label variable ER69610 "H6K4 WTR EDITED (MEN 1)-SPOUSE" ; +label variable ER69611 "H6K4 TYPE OF CANCER MENTION 2-SPOUSE" ; +label variable ER69612 "H6K4 WTR EDITED (MEN 2)-SPOUSE" ; +label variable ER69613 "H7K WTR CANCER LIMIT ACTIVITY-SPOUSE" ; +label variable ER69614 "H5L WTR PSYCH PROBLEM-SPOUSE" ; +label variable ER69615 "H6L1 AGE FIRST HAD PSYCH PROB-SPOUSE" ; +label variable ER69616 "H6L2 TYPE OF PSYCH PROB MENTION 1-SP" ; +label variable ER69617 "H6L2 WTR EDITED (MEN1) -SPOUSE" ; +label variable ER69618 "H6L2 TYPE OF PSYCH PROB MENTION 2-SP" ; +label variable ER69619 "H6L2 WTR EDITED (MEN2) -SPOUSE" ; +label variable ER69620 "H6L2 TYPE OF PSYCH PROB MENTION 3-SP" ; +label variable ER69621 "H6L2 WTR EDITED (MEN3) -SPOUSE" ; +label variable ER69622 "H7L WTR PSYCH PROB LIMIT ACTIVITY-SP" ; +label variable ER69623 "H7L2 WTR TAKING MEDS FOR NERVES-SP" ; +label variable ER69624 "H5M WTR OTR CHRONIC CONDITION-SP" ; +label variable ER69625 "H6M1 TYPE OTR CHRONIC CONDITION-SP" ; +label variable ER69626 "H6M2 AGE FIRST HAD CHRON COND-SPOUSE" ; +label variable ER69627 "H7M WTR CHRON COND LIMIT ACTIVITY-SP" ; +label variable ER69628 "H7M2 WTR TAKING MEDS FOR OTR CHRON-SP" ; +label variable ER69629 "H5NCKPT WTR SPOUSE IS 65+" ; +label variable ER69630 "H5N2 WTR CHANGE IN MAKING DECISIONS-SP" ; +label variable ER69631 "H5N3 WTR CHNGE INTEREST IN ACTIVITIES-SP" ; +label variable ER69632 "H5N4 WTR CHANGE IN REPEATING STORIES-SP" ; +label variable ER69633 "H5N5 WTR CHANGE IN LEARNING/USE TOOLS-SP" ; +label variable ER69634 "H5N6 WTR CHANGE IN REMEMBERING DATES-SP" ; +label variable ER69635 "H5N7 WTR CHANGE HANDLING MONEY ISSUES-SP" ; +label variable ER69636 "H5N8 WTR CHANGE IN REMEMBERING APPTS-SP" ; +label variable ER69637 "H5N9 WTR CHANGE IN THINKING/MEMORY-SP" ; +label variable ER69638 "H8 WTR HOSPITALIZED IN 2016-SPOUSE" ; +label variable ER69639 "H8A # NIGHTS HOSPITALIZED-SPOUSE" ; +label variable ER69640 "H8A # WEEKS HOSPITALIZED-SPOUSE" ; +label variable ER69641 "H8A3 WTR TROUBLE WALKING/CLIMBING-SP" ; +label variable ER69642 "H8A4 WTR TROUBLE BENDING/LIFTING-SP" ; +label variable ER69643 "H9A WTR PROBLEM BATHING-SPOUSE" ; +label variable ER69644 "H10A1 WTR SOMEONE HELPS BATHE-SP" ; +label variable ER69645 "H10A2 WTR NEED EQUIP TO BATHE-SP" ; +label variable ER69646 "H9B WTR PROBLEM DRESSING-SPOUSE" ; +label variable ER69647 "H10B1 WTR SOMEONE HELPS DRESS-SP" ; +label variable ER69648 "H10B2 WTR NEED EQUIP TO DRESS-SP" ; +label variable ER69649 "H9C WTR PROBLEM EATING-SPOUSE" ; +label variable ER69650 "H10C1 WTR SOMEONE HELPS EATNG-SP" ; +label variable ER69651 "H10C2 WTR NEED EQUIP TO EAT-SP" ; +label variable ER69652 "H9D WTR PROB GET IN/OUT BED/CHAIR-SP" ; +label variable ER69653 "H10D1 WTR SOMEONE HELPS BED/CHAIR-SP" ; +label variable ER69654 "H10D2 WTR NEED EQUIP FOR BED/CHAIR-SP" ; +label variable ER69655 "H9E WTR PROBLEM WALKING-SPOUSE" ; +label variable ER69656 "H10E1 WTR SOMEONE HELPS WALK-SP" ; +label variable ER69657 "H10E2 WTR NEED EQUIP TO WALK-SP" ; +label variable ER69658 "H9F WTR PROBLEM GETTING OUTSIDE-SP" ; +label variable ER69659 "H10F1 WTR SOMEONE HELPS GET OUT-SP" ; +label variable ER69660 "H10F2 WTR NEED EQUIP TO GO OUTSIDE-SP" ; +label variable ER69661 "H9G WTR PROBLEM USE TOILET-SP" ; +label variable ER69662 "H10G1 WTR SOMEONE HELPS TOILET-SP" ; +label variable ER69663 "H10G2 WTR NEED EQUIP TO USE TOILET-SP" ; +label variable ER69664 "H11A WTR DIFFICULT PREPARE MEALS-SP" ; +label variable ER69665 "H11B HEALTH/PHYSICAL PROBLEM?-SP" ; +label variable ER69666 "H11C WTR DIFFICULT SHOPPING-SP" ; +label variable ER69667 "H11D HEALTH/PHYSICAL PROBLEM?-SP" ; +label variable ER69668 "H11E WTR DIFFICULT MANAGE MONEY-SP" ; +label variable ER69669 "H11F HEALTH/PHYSICAL PROBLEM?-SP" ; +label variable ER69670 "H11G WTR TELEPHONE DIFFICULT-SP" ; +label variable ER69671 "H11H HEALTH/PHYSICAL PROBLEM?-SP" ; +label variable ER69672 "H11J WTR HEAVY HSWRK DIFFICULT-SP" ; +label variable ER69673 "H11K HEALTH/PHYSICAL PROBLEM?-SP" ; +label variable ER69674 "H11L WTR LIGHT HSWRK DIFFICULT-SP" ; +label variable ER69675 "H11M HEALTH/PHYSICAL PROBLEM?-SP" ; +label variable ER69676 "H12A FREQ OF HVY PHYSICAL ACTIVITY-SP" ; +label variable ER69677 "H12A TIME UNIT FOR HVY PHYS ACTIVITY-SP" ; +label variable ER69678 "H12B FREQ OF LITE PHYSICAL ACTIVITY-SP" ; +label variable ER69679 "H12B TIME UNIT FOR LITE PHYS ACTIVITY-SP" ; +label variable ER69680 "H12C FREQ OF STRENGTH PHYS ACTIVITY-SP" ; +label variable ER69681 "H12C TIME UNIT STRNGTH PHYS ACTVTY-SP" ; +label variable ER69682 "H13 WTR SMOKE CIGARETTES-SP" ; +label variable ER69683 "H14 # CIGARETTES PER DAY-SP" ; +label variable ER69684 "H15 AGE WHEN FIRST SMOKED-SP" ; +label variable ER69685 "H16 WTR EVER SMOKED CIGARETTES-SP" ; +label variable ER69686 "H17 # CIGARETTES PER DAY-SP" ; +label variable ER69687 "H18 AGE LAST SMOKED REGULARLY-SP" ; +label variable ER69688 "H19 AGE FIRST SMOKED REGULARLY-SP" ; +label variable ER69689 "H20 WTR DRINK ALCOHOL-SPOUSE" ; +label variable ER69690 "H21A HOW OFTEN HAVE DRINKS-SP" ; +label variable ER69691 "H21B # ALCOHOLIC DRINKS PER DAY-SP" ; +label variable ER69692 "H21C # DAYS HAD 4-5 DRINKS-SPOUSE" ; +label variable ER69693 "H22 WEIGHT IN POUNDS--SPOUSE" ; +label variable ER69694 "H22 WEIGHT IN KILOS--SPOUSE" ; +label variable ER69695 "H23 HEIGHT-FEET--SPOUSE" ; +label variable ER69696 "H23 HEIGHT-INCHES--SPOUSE" ; +label variable ER69697 "H23 HEIGHT IN METERS--SPOUSE" ; +label variable ER69698 "H25W HEALTH STATUS B4 AGE 17--SP" ; +label variable ER69699 "H26W WTR MISSED MO OR MORE SCHOOL--SP" ; +label variable ER69700 "H27W WTR MEASLES B4 AGE 17--SP" ; +label variable ER69701 "H28W WTR MUMPS B4 AGE 17--SP" ; +label variable ER69702 "H29W WTR CHICKEN POX B4 AGE 17--SP" ; +label variable ER69703 "H30W WTR DIFF SEEING B4 AGE 17--SP" ; +label variable ER69704 "H31W PARENTS SMOKED B4 SP AGE 17?--SP" ; +label variable ER69705 "H32W WTR ASTHMA B4 AGE 17--SP" ; +label variable ER69706 "H33W WTR DIABETES B4 AGE 17--SP" ; +label variable ER69707 "H34W WTR RESP DIS B4 AGE 17--SP" ; +label variable ER69708 "H35W WTR SPCH IMPAIR B4 AGE 17--SP" ; +label variable ER69709 "H36W WTR ALLERGY B4 AGE 17--SP" ; +label variable ER69710 "H37W WTR HEART TRBL B4 AGE 17--SP" ; +label variable ER69711 "H38W WTR EAR PROB B4 AGE 17--SP" ; +label variable ER69712 "H39W WTR EPILEPSY B4 AGE 17--SP" ; +label variable ER69713 "H40W WTR HEADACHE B4 AGE 17--SP" ; +label variable ER69714 "H41W WTR STOM PROB B4 AGE 17--SP" ; +label variable ER69715 "H42W WTR HGH BLOOD PR B4 AGE 17--SP" ; +label variable ER69716 "H43W WTR DEPRESSION B4 AGE 17--SP" ; +label variable ER69717 "H44W WTR DRUG/AL PROB B4 AGE 17--SP" ; +label variable ER69718 "H45W WTR OTR PSYCW PROB B4 AGE 17--SP" ; +label variable ER69719 "HEHC SLF RPT: YEAR 1ST REPORT--SP" ; +label variable ER69720 "HEHC SLF RPT: PAR SEP B4 AGE 1--SP" ; +label variable ER69721 "HEHC SLF RPT: PAR SEP AGE 1--SP" ; +label variable ER69722 "HEHC SLF RPT: PAR SEP AGE 2--SP" ; +label variable ER69723 "HEHC SLF RPT: PAR SEP AGE 3--SP" ; +label variable ER69724 "HEHC SLF RPT: PAR SEP AGE 4--SP" ; +label variable ER69725 "HEHC SLF RPT: PAR SEP AGE 5--SP" ; +label variable ER69726 "HEHC SLF RPT: PAR SEP AGE 6--SP" ; +label variable ER69727 "HEHC SLF RPT: PAR SEP AGE 7--SP" ; +label variable ER69728 "HEHC SLF RPT: PAR SEP AGE 8--SP" ; +label variable ER69729 "HEHC SLF RPT: PAR SEP AGE 9--SP" ; +label variable ER69730 "HEHC SLF RPT: PAR SEP AGE 10--SP" ; +label variable ER69731 "HEHC SLF RPT: PAR SEP AGE 11--SP" ; +label variable ER69732 "HEHC SLF RPT: PAR SEP AGE 12--SP" ; +label variable ER69733 "HEHC SLF RPT: PAR SEP AGE 13--SP" ; +label variable ER69734 "HEHC SLF RPT: PAR SEP AGE 14--SP" ; +label variable ER69735 "HEHC SLF RPT: PAR SEP AGE 15--SP" ; +label variable ER69736 "HEHC SLF RPT: PAR SEP AGE 16--SP" ; +label variable ER69737 "HEHC SLF RPT: MOVE B4 AGE 1--SP" ; +label variable ER69738 "HEHC SLF RPT: MOVE AGE 1--SP" ; +label variable ER69739 "HEHC SLF RPT: MOVE AGE 2--SP" ; +label variable ER69740 "HEHC SLF RPT: MOVE AGE 3--SP" ; +label variable ER69741 "HEHC SLF RPT: MOVE AGE 4--SP" ; +label variable ER69742 "HEHC SLF RPT: MOVE AGE 5--SP" ; +label variable ER69743 "HEHC SLF RPT: MOVE AGE 6--SP" ; +label variable ER69744 "HEHC SLF RPT: MOVE AGE 7--SP" ; +label variable ER69745 "HEHC SLF RPT: MOVE AGE 8--SP" ; +label variable ER69746 "HEHC SLF RPT: MOVE AGE 9--SP" ; +label variable ER69747 "HEHC SLF RPT: MOVE AGE 10--SP" ; +label variable ER69748 "HEHC SLF RPT: MOVE AGE 11--SP" ; +label variable ER69749 "HEHC SLF RPT: MOVE AGE 12--SP" ; +label variable ER69750 "HEHC SLF RPT: MOVE AGE 13--SP" ; +label variable ER69751 "HEHC SLF RPT: MOVE AGE 14--SP" ; +label variable ER69752 "HEHC SLF RPT: MOVE AGE 15--SP" ; +label variable ER69753 "HEHC SLF RPT: MOVE AGE 16--SP" ; +label variable ER69754 "HEHC SLF RPT: SCHOOL B4 AGE 1--SP" ; +label variable ER69755 "HEHC SLF RPT: SCHOOL AGE 1--SP" ; +label variable ER69756 "HEHC SLF RPT: SCHOOL AGE 2--SP" ; +label variable ER69757 "HEHC SLF RPT: SCHOOL AGE 3--SP" ; +label variable ER69758 "HEHC SLF RPT: SCHOOL AGE 4--SP" ; +label variable ER69759 "HEHC SLF RPT: SCHOOL AGE 5--SP" ; +label variable ER69760 "HEHC SLF RPT: SCHOOL AGE 6--SP" ; +label variable ER69761 "HEHC SLF RPT: SCHOOL AGE 7--SP" ; +label variable ER69762 "HEHC SLF RPT: SCHOOL AGE 8--SP" ; +label variable ER69763 "HEHC SLF RPT: SCHOOL AGE 9--SP" ; +label variable ER69764 "HEHC SLF RPT: SCHOOL AGE 10--SP" ; +label variable ER69765 "HEHC SLF RPT: SCHOOL AGE 11--SP" ; +label variable ER69766 "HEHC SLF RPT: SCHOOL AGE 12--SP" ; +label variable ER69767 "HEHC SLF RPT: SCHOOL AGE 13--SP" ; +label variable ER69768 "HEHC SLF RPT: SCHOOL AGE 14--SP" ; +label variable ER69769 "HEHC SLF RPT: SCHOOL AGE 15--SP" ; +label variable ER69770 "HEHC SLF RPT: SCHOOL AGE 16--SP" ; +label variable ER69771 "HEHC SLF RPT: ASTHMA B4 AGE 1--SP" ; +label variable ER69772 "HEHC SLF RPT: ASTHMA AGE 1--SP" ; +label variable ER69773 "HEHC SLF RPT: ASTHMA AGE 2--SP" ; +label variable ER69774 "HEHC SLF RPT: ASTHMA AGE 3--SP" ; +label variable ER69775 "HEHC SLF RPT: ASTHMA AGE 4--SP" ; +label variable ER69776 "HEHC SLF RPT: ASTHMA AGE 5--SP" ; +label variable ER69777 "HEHC SLF RPT: ASTHMA AGE 6--SP" ; +label variable ER69778 "HEHC SLF RPT: ASTHMA AGE 7--SP" ; +label variable ER69779 "HEHC SLF RPT: ASTHMA AGE 8--SP" ; +label variable ER69780 "HEHC SLF RPT: ASTHMA AGE 9--SP" ; +label variable ER69781 "HEHC SLF RPT: ASTHMA AGE 10--SP" ; +label variable ER69782 "HEHC SLF RPT: ASTHMA AGE 11--SP" ; +label variable ER69783 "HEHC SLF RPT: ASTHMA AGE 12--SP" ; +label variable ER69784 "HEHC SLF RPT: ASTHMA AGE 13--SP" ; +label variable ER69785 "HEHC SLF RPT: ASTHMA AGE 14--SP" ; +label variable ER69786 "HEHC SLF RPT: ASTHMA AGE 15--SP" ; +label variable ER69787 "HEHC SLF RPT: ASTHMA AGE 16--SP" ; +label variable ER69788 "HEHC SLF RPT: ASTHMA AGE 17+--SP" ; +label variable ER69789 "HEHC SLF RPT: AGE END ASTHMA--SP" ; +label variable ER69790 "HEHC SLF RPT: DIABETES B4 AGE 1--SP" ; +label variable ER69791 "HEHC SLF RPT: DIABETES AGE 1--SP" ; +label variable ER69792 "HEHC SLF RPT: DIABETES AGE 2--SP" ; +label variable ER69793 "HEHC SLF RPT: DIABETES AGE 3--SP" ; +label variable ER69794 "HEHC SLF RPT: DIABETES AGE 4--SP" ; +label variable ER69795 "HEHC SLF RPT: DIABETES AGE 5--SP" ; +label variable ER69796 "HEHC SLF RPT: DIABETES AGE 6--SP" ; +label variable ER69797 "HEHC SLF RPT: DIABETES AGE 7--SP" ; +label variable ER69798 "HEHC SLF RPT: DIABETES AGE 8--SP" ; +label variable ER69799 "HEHC SLF RPT: DIABETES AGE 9--SP" ; +label variable ER69800 "HEHC SLF RPT: DIABETES AGE 10--SP" ; +label variable ER69801 "HEHC SLF RPT: DIABETES AGE 11--SP" ; +label variable ER69802 "HEHC SLF RPT: DIABETES AGE 12--SP" ; +label variable ER69803 "HEHC SLF RPT: DIABETES AGE 13--SP" ; +label variable ER69804 "HEHC SLF RPT: DIABETES AGE 14--SP" ; +label variable ER69805 "HEHC SLF RPT: DIABETES AGE 15--SP" ; +label variable ER69806 "HEHC SLF RPT: DIABETES AGE 16--SP" ; +label variable ER69807 "HEHC SLF RPT: DIABETES AGE 17+--SP" ; +label variable ER69808 "HEHC SLF RPT: AGE END DIABETES--SP" ; +label variable ER69809 "HEHC SLF RPT: RESP DIS B4 AGE 1--SP" ; +label variable ER69810 "HEHC SLF RPT: RESP DIS AGE 1--SP" ; +label variable ER69811 "HEHC SLF RPT: RESP DIS AGE 2--SP" ; +label variable ER69812 "HEHC SLF RPT: RESP DIS AGE 3--SP" ; +label variable ER69813 "HEHC SLF RPT: RESP DIS AGE 4--SP" ; +label variable ER69814 "HEHC SLF RPT: RESP DIS AGE 5--SP" ; +label variable ER69815 "HEHC SLF RPT: RESP DIS AGE 6--SP" ; +label variable ER69816 "HEHC SLF RPT: RESP DIS AGE 7--SP" ; +label variable ER69817 "HEHC SLF RPT: RESP DIS AGE 8--SP" ; +label variable ER69818 "HEHC SLF RPT: RESP DIS AGE 9--SP" ; +label variable ER69819 "HEHC SLF RPT: RESP DIS AGE 10--SP" ; +label variable ER69820 "HEHC SLF RPT: RESP DIS AGE 11--SP" ; +label variable ER69821 "HEHC SLF RPT: RESP DIS AGE 12--SP" ; +label variable ER69822 "HEHC SLF RPT: RESP DIS AGE 13--SP" ; +label variable ER69823 "HEHC SLF RPT: RESP DIS AGE 14--SP" ; +label variable ER69824 "HEHC SLF RPT: RESP DIS AGE 15--SP" ; +label variable ER69825 "HEHC SLF RPT: RESP DIS AGE 16--SP" ; +label variable ER69826 "HEHC SLF RPT: RESP DIS AGE 17+--SP" ; +label variable ER69827 "HEHC SLF RPT: AGE END RESP DIS--SP" ; +label variable ER69828 "HEHC SLF RPT: SPCH IMPAIR B4 AGE 1--SP" ; +label variable ER69829 "HEHC SLF RPT: SPCH IMPAIR AGE 1--SP" ; +label variable ER69830 "HEHC SLF RPT: SPCH IMPAIR AGE 2--SP" ; +label variable ER69831 "HEHC SLF RPT: SPCH IMPAIR AGE 3--SP" ; +label variable ER69832 "HEHC SLF RPT: SPCH IMPAIR AGE 4--SP" ; +label variable ER69833 "HEHC SLF RPT: SPCH IMPAIR AGE 5--SP" ; +label variable ER69834 "HEHC SLF RPT: SPCH IMPAIR AGE 6--SP" ; +label variable ER69835 "HEHC SLF RPT: SPCH IMPAIR AGE 7--SP" ; +label variable ER69836 "HEHC SLF RPT: SPCH IMPAIR AGE 8--SP" ; +label variable ER69837 "HEHC SLF RPT: SPCH IMPAIR AGE 9--SP" ; +label variable ER69838 "HEHC SLF RPT: SPCH IMPAIR AGE 10--SP" ; +label variable ER69839 "HEHC SLF RPT: SPCH IMPAIR AGE 11--SP" ; +label variable ER69840 "HEHC SLF RPT: SPCH IMPAIR AGE 12--SP" ; +label variable ER69841 "HEHC SLF RPT: SPCH IMPAIR AGE 13--SP" ; +label variable ER69842 "HEHC SLF RPT: SPCH IMPAIR AGE 14--SP" ; +label variable ER69843 "HEHC SLF RPT: SPCH IMPAIR AGE 15--SP" ; +label variable ER69844 "HEHC SLF RPT: SPCH IMPAIR AGE 16--SP" ; +label variable ER69845 "HEHC SLF RPT: SPCH IMPAIR AGE 17+--SP" ; +label variable ER69846 "HEHC SLF RPT: AGE END SPCH IMPAIR--SP" ; +label variable ER69847 "HEHC SLF RPT: ALLERGY B4 AGE 1--SP" ; +label variable ER69848 "HEHC SLF RPT: ALLERGY AGE 1--SP" ; +label variable ER69849 "HEHC SLF RPT: ALLERGY AGE 2--SP" ; +label variable ER69850 "HEHC SLF RPT: ALLERGY AGE 3--SP" ; +label variable ER69851 "HEHC SLF RPT: ALLERGY AGE 4--SP" ; +label variable ER69852 "HEHC SLF RPT: ALLERGY AGE 5--SP" ; +label variable ER69853 "HEHC SLF RPT: ALLERGY AGE 6--SP" ; +label variable ER69854 "HEHC SLF RPT: ALLERGY AGE 7--SP" ; +label variable ER69855 "HEHC SLF RPT: ALLERGY AGE 8--SP" ; +label variable ER69856 "HEHC SLF RPT: ALLERGY AGE 9--SP" ; +label variable ER69857 "HEHC SLF RPT: ALLERGY AGE 10--SP" ; +label variable ER69858 "HEHC SLF RPT: ALLERGY AGE 11--SP" ; +label variable ER69859 "HEHC SLF RPT: ALLERGY AGE 12--SP" ; +label variable ER69860 "HEHC SLF RPT: ALLERGY AGE 13--SP" ; +label variable ER69861 "HEHC SLF RPT: ALLERGY AGE 14--SP" ; +label variable ER69862 "HEHC SLF RPT: ALLERGY AGE 15--SP" ; +label variable ER69863 "HEHC SLF RPT: ALLERGY AGE 16--SP" ; +label variable ER69864 "HEHC SLF RPT: ALLERGY AGE 17+--SP" ; +label variable ER69865 "HEHC SLF RPT: AGE END ALLERGY--SP" ; +label variable ER69866 "HEHC SLF RPT: HEART TRBL B4 AGE 1--SP" ; +label variable ER69867 "HEHC SLF RPT: HEART TRBL AGE 1--SP" ; +label variable ER69868 "HEHC SLF RPT: HEART TRBL AGE 2--SP" ; +label variable ER69869 "HEHC SLF RPT: HEART TRBL AGE 3--SP" ; +label variable ER69870 "HEHC SLF RPT: HEART TRBL AGE 4--SP" ; +label variable ER69871 "HEHC SLF RPT: HEART TRBL AGE 5--SP" ; +label variable ER69872 "HEHC SLF RPT: HEART TRBL AGE 6--SP" ; +label variable ER69873 "HEHC SLF RPT: HEART TRBL AGE 7--SP" ; +label variable ER69874 "HEHC SLF RPT: HEART TRBL AGE 8--SP" ; +label variable ER69875 "HEHC SLF RPT: HEART TRBL AGE 9--SP" ; +label variable ER69876 "HEHC SLF RPT: HEART TRBL AGE 10--SP" ; +label variable ER69877 "HEHC SLF RPT: HEART TRBL AGE 11--SP" ; +label variable ER69878 "HEHC SLF RPT: HEART TRBL AGE 12--SP" ; +label variable ER69879 "HEHC SLF RPT: HEART TRBL AGE 13--SP" ; +label variable ER69880 "HEHC SLF RPT: HEART TRBL AGE 14--SP" ; +label variable ER69881 "HEHC SLF RPT: HEART TRBL AGE 15--SP" ; +label variable ER69882 "HEHC SLF RPT: HEART TRBL AGE 16--SP" ; +label variable ER69883 "HEHC SLF RPT: HEART TRBL AGE 17+--SP" ; +label variable ER69884 "HEHC SLF RPT: AGE END HEART TRBL--SP" ; +label variable ER69885 "HEHC SLF RPT: EAR PROBS B4 AGE 1--SP" ; +label variable ER69886 "HEHC SLF RPT: EAR PROBS AGE 1--SP" ; +label variable ER69887 "HEHC SLF RPT: EAR PROBS AGE 2--SP" ; +label variable ER69888 "HEHC SLF RPT: EAR PROBS AGE 3--SP" ; +label variable ER69889 "HEHC SLF RPT: EAR PROBS AGE 4--SP" ; +label variable ER69890 "HEHC SLF RPT: EAR PROBS AGE 5--SP" ; +label variable ER69891 "HEHC SLF RPT: EAR PROBS AGE 6--SP" ; +label variable ER69892 "HEHC SLF RPT: EAR PROBS AGE 7--SP" ; +label variable ER69893 "HEHC SLF RPT: EAR PROBS AGE 8--SP" ; +label variable ER69894 "HEHC SLF RPT: EAR PROBS AGE 9--SP" ; +label variable ER69895 "HEHC SLF RPT: EAR PROBS AGE 10--SP" ; +label variable ER69896 "HEHC SLF RPT: EAR PROBS AGE 11--SP" ; +label variable ER69897 "HEHC SLF RPT: EAR PROBS AGE 12--SP" ; +label variable ER69898 "HEHC SLF RPT: EAR PROBS AGE 13--SP" ; +label variable ER69899 "HEHC SLF RPT: EAR PROBS AGE 14--SP" ; +label variable ER69900 "HEHC SLF RPT: EAR PROBS AGE 15--SP" ; +label variable ER69901 "HEHC SLF RPT: EAR PROBS AGE 16--SP" ; +label variable ER69902 "HEHC SLF RPT: EAR PROBS AGE 17+--SP" ; +label variable ER69903 "HEHC SLF RPT: AGE END EAR PROBS--SP" ; +label variable ER69904 "HEHC SLF RPT: EPILEPSY B4 AGE 1--SP" ; +label variable ER69905 "HEHC SLF RPT: EPILEPSY AGE 1--SP" ; +label variable ER69906 "HEHC SLF RPT: EPILEPSY AGE 2--SP" ; +label variable ER69907 "HEHC SLF RPT: EPILEPSY AGE 3--SP" ; +label variable ER69908 "HEHC SLF RPT: EPILEPSY AGE 4--SP" ; +label variable ER69909 "HEHC SLF RPT: EPILEPSY AGE 5--SP" ; +label variable ER69910 "HEHC SLF RPT: EPILEPSY AGE 6--SP" ; +label variable ER69911 "HEHC SLF RPT: EPILEPSY AGE 7--SP" ; +label variable ER69912 "HEHC SLF RPT: EPILEPSY AGE 8--SP" ; +label variable ER69913 "HEHC SLF RPT: EPILEPSY AGE 9--SP" ; +label variable ER69914 "HEHC SLF RPT: EPILEPSY AGE 10--SP" ; +label variable ER69915 "HEHC SLF RPT: EPILEPSY AGE 11--SP" ; +label variable ER69916 "HEHC SLF RPT: EPILEPSY AGE 12--SP" ; +label variable ER69917 "HEHC SLF RPT: EPILEPSY AGE 13--SP" ; +label variable ER69918 "HEHC SLF RPT: EPILEPSY AGE 14--SP" ; +label variable ER69919 "HEHC SLF RPT: EPILEPSY AGE 15--SP" ; +label variable ER69920 "HEHC SLF RPT: EPILEPSY AGE 16--SP" ; +label variable ER69921 "HEHC SLF RPT: EPILEPSY AGE 17+--SP" ; +label variable ER69922 "HEHC SLF RPT: AGE END EPILEPSY--SP" ; +label variable ER69923 "HEHC SLF RPT: HEADACHE B4 AGE 1--SP" ; +label variable ER69924 "HEHC SLF RPT: HEADACHE AGE 1--SP" ; +label variable ER69925 "HEHC SLF RPT: HEADACHE AGE 2--SP" ; +label variable ER69926 "HEHC SLF RPT: HEADACHE AGE 3--SP" ; +label variable ER69927 "HEHC SLF RPT: HEADACHE AGE 4--SP" ; +label variable ER69928 "HEHC SLF RPT: HEADACHE AGE 5--SP" ; +label variable ER69929 "HEHC SLF RPT: HEADACHE AGE 6--SP" ; +label variable ER69930 "HEHC SLF RPT: HEADACHE AGE 7--SP" ; +label variable ER69931 "HEHC SLF RPT: HEADACHE AGE 8--SP" ; +label variable ER69932 "HEHC SLF RPT: HEADACHE AGE 9--SP" ; +label variable ER69933 "HEHC SLF RPT: HEADACHE AGE 10--SP" ; +label variable ER69934 "HEHC SLF RPT: HEADACHE AGE 11--SP" ; +label variable ER69935 "HEHC SLF RPT: HEADACHE AGE 12--SP" ; +label variable ER69936 "HEHC SLF RPT: HEADACHE AGE 13--SP" ; +label variable ER69937 "HEHC SLF RPT: HEADACHE AGE 14--SP" ; +label variable ER69938 "HEHC SLF RPT: HEADACHE AGE 15--SP" ; +label variable ER69939 "HEHC SLF RPT: HEADACHE AGE 16--SP" ; +label variable ER69940 "HEHC SLF RPT: HEADACHE AGE 17+--SP" ; +label variable ER69941 "HEHC SLF RPT: AGE END HEADACHE--SP" ; +label variable ER69942 "HEHC SLF RPT: STOM PROB B4 AGE 1--SP" ; +label variable ER69943 "HEHC SLF RPT: STOM PROB AGE 1--SP" ; +label variable ER69944 "HEHC SLF RPT: STOM PROB AGE 2--SP" ; +label variable ER69945 "HEHC SLF RPT: STOM PROB AGE 3--SP" ; +label variable ER69946 "HEHC SLF RPT: STOM PROB AGE 4--SP" ; +label variable ER69947 "HEHC SLF RPT: STOM PROB AGE 5--SP" ; +label variable ER69948 "HEHC SLF RPT: STOM PROB AGE 6--SP" ; +label variable ER69949 "HEHC SLF RPT: STOM PROB AGE 7--SP" ; +label variable ER69950 "HEHC SLF RPT: STOM PROB AGE 8--SP" ; +label variable ER69951 "HEHC SLF RPT: STOM PROB AGE 9--SP" ; +label variable ER69952 "HEHC SLF RPT: STOM PROB AGE 10--SP" ; +label variable ER69953 "HEHC SLF RPT: STOM PROB AGE 11--SP" ; +label variable ER69954 "HEHC SLF RPT: STOM PROB AGE 12--SP" ; +label variable ER69955 "HEHC SLF RPT: STOM PROB AGE 13--SP" ; +label variable ER69956 "HEHC SLF RPT: STOM PROB AGE 14--SP" ; +label variable ER69957 "HEHC SLF RPT: STOM PROB AGE 15--SP" ; +label variable ER69958 "HEHC SLF RPT: STOM PROB AGE 16--SP" ; +label variable ER69959 "HEHC SLF RPT: STOM PROB AGE 17+--SP" ; +label variable ER69960 "HEHC SLF RPT: AGE END STOM PROB--SP" ; +label variable ER69961 "HEHC SLF RPT: HGH BLOOD PR B4 AGE 1--SP" ; +label variable ER69962 "HEHC SLF RPT: HGH BLOOD PR AGE 1--SP" ; +label variable ER69963 "HEHC SLF RPT: HGH BLOOD PR AGE 2--SP" ; +label variable ER69964 "HEHC SLF RPT: HGH BLOOD PR AGE 3--SP" ; +label variable ER69965 "HEHC SLF RPT: HGH BLOOD PR AGE 4--SP" ; +label variable ER69966 "HEHC SLF RPT: HGH BLOOD PR AGE 5--SP" ; +label variable ER69967 "HEHC SLF RPT: HGH BLOOD PR AGE 6--SP" ; +label variable ER69968 "HEHC SLF RPT: HGH BLOOD PR AGE 7--SP" ; +label variable ER69969 "HEHC SLF RPT: HGH BLOOD PR AGE 8--SP" ; +label variable ER69970 "HEHC SLF RPT: HGH BLOOD PR AGE 9--SP" ; +label variable ER69971 "HEHC SLF RPT: HGH BLOOD PR AGE 10--SP" ; +label variable ER69972 "HEHC SLF RPT: HGH BLOOD PR AGE 11--SP" ; +label variable ER69973 "HEHC SLF RPT: HGH BLOOD PR AGE 12--SP" ; +label variable ER69974 "HEHC SLF RPT: HGH BLOOD PR AGE 13--SP" ; +label variable ER69975 "HEHC SLF RPT: HGH BLOOD PR AGE 14--SP" ; +label variable ER69976 "HEHC SLF RPT: HGH BLOOD PR AGE 15--SP" ; +label variable ER69977 "HEHC SLF RPT: HGH BLOOD PR AGE 16--SP" ; +label variable ER69978 "HEHC SLF RPT: HGH BLOOD PR AGE 17+--SP" ; +label variable ER69979 "HEHC SLF RPT: AGE END HGH BLOOD PR--SP" ; +label variable ER69980 "HEHC SLF RPT: DEPRESSION B4 AGE 1--SP" ; +label variable ER69981 "HEHC SLF RPT: DEPRESSION AGE 1--SP" ; +label variable ER69982 "HEHC SLF RPT: DEPRESSION AGE 2--SP" ; +label variable ER69983 "HEHC SLF RPT: DEPRESSION AGE 3--SP" ; +label variable ER69984 "HEHC SLF RPT: DEPRESSION AGE 4--SP" ; +label variable ER69985 "HEHC SLF RPT: DEPRESSION AGE 5--SP" ; +label variable ER69986 "HEHC SLF RPT: DEPRESSION AGE 6--SP" ; +label variable ER69987 "HEHC SLF RPT: DEPRESSION AGE 7--SP" ; +label variable ER69988 "HEHC SLF RPT: DEPRESSION AGE 8--SP" ; +label variable ER69989 "HEHC SLF RPT: DEPRESSION AGE 9--SP" ; +label variable ER69990 "HEHC SLF RPT: DEPRESSION AGE 10--SP" ; +label variable ER69991 "HEHC SLF RPT: DEPRESSION AGE 11--SP" ; +label variable ER69992 "HEHC SLF RPT: DEPRESSION AGE 12--SP" ; +label variable ER69993 "HEHC SLF RPT: DEPRESSION AGE 13--SP" ; +label variable ER69994 "HEHC SLF RPT: DEPRESSION AGE 14--SP" ; +label variable ER69995 "HEHC SLF RPT: DEPRESSION AGE 15--SP" ; +label variable ER69996 "HEHC SLF RPT: DEPRESSION AGE 16--SP" ; +label variable ER69997 "HEHC SLF RPT: DEPRESSION AGE 17+--SP" ; +label variable ER69998 "HEHC SLF RPT: AGE END DEPRESSION--SP" ; +label variable ER69999 "HEHC SLF RPT: DRUG/AL PROB B4 AGE 1--SP" ; +label variable ER70000 "HEHC SLF RPT: DRUG/AL PROB AGE 1--SP" ; +label variable ER70001 "HEHC SLF RPT: DRUG/AL PROB AGE 2--SP" ; +label variable ER70002 "HEHC SLF RPT: DRUG/AL PROB AGE 3--SP" ; +label variable ER70003 "HEHC SLF RPT: DRUG/AL PROB AGE 4--SP" ; +label variable ER70004 "HEHC SLF RPT: DRUG/AL PROB AGE 5--SP" ; +label variable ER70005 "HEHC SLF RPT: DRUG/AL PROB AGE 6--SP" ; +label variable ER70006 "HEHC SLF RPT: DRUG/AL PROB AGE 7--SP" ; +label variable ER70007 "HEHC SLF RPT: DRUG/AL PROB AGE 8--SP" ; +label variable ER70008 "HEHC SLF RPT: DRUG/AL PROB AGE 9--SP" ; +label variable ER70009 "HEHC SLF RPT: DRUG/AL PROB AGE 10--SP" ; +label variable ER70010 "HEHC SLF RPT: DRUG/AL PROB AGE 11--SP" ; +label variable ER70011 "HEHC SLF RPT: DRUG/AL PROB AGE 12--SP" ; +label variable ER70012 "HEHC SLF RPT: DRUG/AL PROB AGE 13--SP" ; +label variable ER70013 "HEHC SLF RPT: DRUG/AL PROB AGE 14--SP" ; +label variable ER70014 "HEHC SLF RPT: DRUG/AL PROB AGE 15--SP" ; +label variable ER70015 "HEHC SLF RPT: DRUG/AL PROB AGE 16--SP" ; +label variable ER70016 "HEHC SLF RPT: DRUG/AL PROB AGE 17+--SP" ; +label variable ER70017 "HEHC SLF RPT: AGE END DRUG/AL PROB--SP" ; +label variable ER70018 "HEHC SLF RPT: OTR PSYCH PROB B4 AGE 1-SP" ; +label variable ER70019 "HEHC SLF RPT: OTR PSYCH PROB AGE 1--SP" ; +label variable ER70020 "HEHC SLF RPT: OTR PSYCH PROB AGE 2--SP" ; +label variable ER70021 "HEHC SLF RPT: OTR PSYCH PROB AGE 3--SP" ; +label variable ER70022 "HEHC SLF RPT: OTR PSYCH PROB AGE 4--SP" ; +label variable ER70023 "HEHC SLF RPT: OTR PSYCH PROB AGE 5--SP" ; +label variable ER70024 "HEHC SLF RPT: OTR PSYCH PROB AGE 6--SP" ; +label variable ER70025 "HEHC SLF RPT: OTR PSYCH PROB AGE 7--SP" ; +label variable ER70026 "HEHC SLF RPT: OTR PSYCH PROB AGE 8--SP" ; +label variable ER70027 "HEHC SLF RPT: OTR PSYCH PROB AGE 9--SP" ; +label variable ER70028 "HEHC SLF RPT: OTR PSYCH PROB AGE 10--SP" ; +label variable ER70029 "HEHC SLF RPT: OTR PSYCH PROB AGE 11--SP" ; +label variable ER70030 "HEHC SLF RPT: OTR PSYCH PROB AGE 12--SP" ; +label variable ER70031 "HEHC SLF RPT: OTR PSYCH PROB AGE 13--SP" ; +label variable ER70032 "HEHC SLF RPT: OTR PSYCH PROB AGE 14--SP" ; +label variable ER70033 "HEHC SLF RPT: OTR PSYCH PROB AGE 15--SP" ; +label variable ER70034 "HEHC SLF RPT: OTR PSYCH PROB AGE 16--SP" ; +label variable ER70035 "HEHC SLF RPT: OTR PSYCH PROB AGE 17+--SP" ; +label variable ER70036 "HEHC SLF RPT: AGE END OTR PSYCH PROB--SP" ; +label variable ER70037 "HEHC SP RPT: YEAR 1ST REPORT--SP" ; +label variable ER70038 "HEHC SP RPT: PAR SEP B4 AGE 1--SP" ; +label variable ER70039 "HEHC SP RPT: PAR SEP AGE 1--SP" ; +label variable ER70040 "HEHC SP RPT: PAR SEP AGE 2--SP" ; +label variable ER70041 "HEHC SP RPT: PAR SEP AGE 3--SP" ; +label variable ER70042 "HEHC SP RPT: PAR SEP AGE 4--SP" ; +label variable ER70043 "HEHC SP RPT: PAR SEP AGE 5--SP" ; +label variable ER70044 "HEHC SP RPT: PAR SEP AGE 6--SP" ; +label variable ER70045 "HEHC SP RPT: PAR SEP AGE 7--SP" ; +label variable ER70046 "HEHC SP RPT: PAR SEP AGE 8--SP" ; +label variable ER70047 "HEHC SP RPT: PAR SEP AGE 9--SP" ; +label variable ER70048 "HEHC SP RPT: PAR SEP AGE 10--SP" ; +label variable ER70049 "HEHC SP RPT: PAR SEP AGE 11--SP" ; +label variable ER70050 "HEHC SP RPT: PAR SEP AGE 12--SP" ; +label variable ER70051 "HEHC SP RPT: PAR SEP AGE 13--SP" ; +label variable ER70052 "HEHC SP RPT: PAR SEP AGE 14--SP" ; +label variable ER70053 "HEHC SP RPT: PAR SEP AGE 15--SP" ; +label variable ER70054 "HEHC SP RPT: PAR SEP AGE 16--SP" ; +label variable ER70055 "HEHC SP RPT: MOVE B4 AGE 1--SP" ; +label variable ER70056 "HEHC SP RPT: MOVE AGE 1--SP" ; +label variable ER70057 "HEHC SP RPT: MOVE AGE 2--SP" ; +label variable ER70058 "HEHC SP RPT: MOVE AGE 3--SP" ; +label variable ER70059 "HEHC SP RPT: MOVE AGE 4--SP" ; +label variable ER70060 "HEHC SP RPT: MOVE AGE 5--SP" ; +label variable ER70061 "HEHC SP RPT: MOVE AGE 6--SP" ; +label variable ER70062 "HEHC SP RPT: MOVE AGE 7--SP" ; +label variable ER70063 "HEHC SP RPT: MOVE AGE 8--SP" ; +label variable ER70064 "HEHC SP RPT: MOVE AGE 9--SP" ; +label variable ER70065 "HEHC SP RPT: MOVE AGE 10--SP" ; +label variable ER70066 "HEHC SP RPT: MOVE AGE 11--SP" ; +label variable ER70067 "HEHC SP RPT: MOVE AGE 12--SP" ; +label variable ER70068 "HEHC SP RPT: MOVE AGE 13--SP" ; +label variable ER70069 "HEHC SP RPT: MOVE AGE 14--SP" ; +label variable ER70070 "HEHC SP RPT: MOVE AGE 15--SP" ; +label variable ER70071 "HEHC SP RPT: MOVE AGE 16--SP" ; +label variable ER70072 "HEHC SP RPT: SCHOOL B4 AGE 1--SP" ; +label variable ER70073 "HEHC SP RPT: SCHOOL AGE 1--SP" ; +label variable ER70074 "HEHC SP RPT: SCHOOL AGE 2--SP" ; +label variable ER70075 "HEHC SP RPT: SCHOOL AGE 3--SP" ; +label variable ER70076 "HEHC SP RPT: SCHOOL AGE 4--SP" ; +label variable ER70077 "HEHC SP RPT: SCHOOL AGE 5--SP" ; +label variable ER70078 "HEHC SP RPT: SCHOOL AGE 6--SP" ; +label variable ER70079 "HEHC SP RPT: SCHOOL AGE 7--SP" ; +label variable ER70080 "HEHC SP RPT: SCHOOL AGE 8--SP" ; +label variable ER70081 "HEHC SP RPT: SCHOOL AGE 9--SP" ; +label variable ER70082 "HEHC SP RPT: SCHOOL AGE 10--SP" ; +label variable ER70083 "HEHC SP RPT: SCHOOL AGE 11--SP" ; +label variable ER70084 "HEHC SP RPT: SCHOOL AGE 12--SP" ; +label variable ER70085 "HEHC SP RPT: SCHOOL AGE 13--SP" ; +label variable ER70086 "HEHC SP RPT: SCHOOL AGE 14--SP" ; +label variable ER70087 "HEHC SP RPT: SCHOOL AGE 15--SP" ; +label variable ER70088 "HEHC SP RPT: SCHOOL AGE 16--SP" ; +label variable ER70089 "HEHC SP RPT: ASTHMA B4 AGE 1--SP" ; +label variable ER70090 "HEHC SP RPT: ASTHMA AGE 1--SP" ; +label variable ER70091 "HEHC SP RPT: ASTHMA AGE 2--SP" ; +label variable ER70092 "HEHC SP RPT: ASTHMA AGE 3--SP" ; +label variable ER70093 "HEHC SP RPT: ASTHMA AGE 4--SP" ; +label variable ER70094 "HEHC SP RPT: ASTHMA AGE 5--SP" ; +label variable ER70095 "HEHC SP RPT: ASTHMA AGE 6--SP" ; +label variable ER70096 "HEHC SP RPT: ASTHMA AGE 7--SP" ; +label variable ER70097 "HEHC SP RPT: ASTHMA AGE 8--SP" ; +label variable ER70098 "HEHC SP RPT: ASTHMA AGE 9--SP" ; +label variable ER70099 "HEHC SP RPT: ASTHMA AGE 10--SP" ; +label variable ER70100 "HEHC SP RPT: ASTHMA AGE 11--SP" ; +label variable ER70101 "HEHC SP RPT: ASTHMA AGE 12--SP" ; +label variable ER70102 "HEHC SP RPT: ASTHMA AGE 13--SP" ; +label variable ER70103 "HEHC SP RPT: ASTHMA AGE 14--SP" ; +label variable ER70104 "HEHC SP RPT: ASTHMA AGE 15--SP" ; +label variable ER70105 "HEHC SP RPT: ASTHMA AGE 16--SP" ; +label variable ER70106 "HEHC SP RPT: ASTHMA AGE 17+--SP" ; +label variable ER70107 "HEHC SP RPT: AGE END ASTHMA--SP" ; +label variable ER70108 "HEHC SP RPT: DIABETES B4 AGE 1--SP" ; +label variable ER70109 "HEHC SP RPT: DIABETES AGE 1--SP" ; +label variable ER70110 "HEHC SP RPT: DIABETES AGE 2--SP" ; +label variable ER70111 "HEHC SP RPT: DIABETES AGE 3--SP" ; +label variable ER70112 "HEHC SP RPT: DIABETES AGE 4--SP" ; +label variable ER70113 "HEHC SP RPT: DIABETES AGE 5--SP" ; +label variable ER70114 "HEHC SP RPT: DIABETES AGE 6--SP" ; +label variable ER70115 "HEHC SP RPT: DIABETES AGE 7--SP" ; +label variable ER70116 "HEHC SP RPT: DIABETES AGE 8--SP" ; +label variable ER70117 "HEHC SP RPT: DIABETES AGE 9--SP" ; +label variable ER70118 "HEHC SP RPT: DIABETES AGE 10--SP" ; +label variable ER70119 "HEHC SP RPT: DIABETES AGE 11--SP" ; +label variable ER70120 "HEHC SP RPT: DIABETES AGE 12--SP" ; +label variable ER70121 "HEHC SP RPT: DIABETES AGE 13--SP" ; +label variable ER70122 "HEHC SP RPT: DIABETES AGE 14--SP" ; +label variable ER70123 "HEHC SP RPT: DIABETES AGE 15--SP" ; +label variable ER70124 "HEHC SP RPT: DIABETES AGE 16--SP" ; +label variable ER70125 "HEHC SP RPT: DIABETES AGE 17+--SP" ; +label variable ER70126 "HEHC SP RPT: AGE END DIABETES--SP" ; +label variable ER70127 "HEHC SP RPT: RESP DIS B4 AGE 1--SP" ; +label variable ER70128 "HEHC SP RPT: RESP DIS AGE 1--SP" ; +label variable ER70129 "HEHC SP RPT: RESP DIS AGE 2--SP" ; +label variable ER70130 "HEHC SP RPT: RESP DIS AGE 3--SP" ; +label variable ER70131 "HEHC SP RPT: RESP DIS AGE 4--SP" ; +label variable ER70132 "HEHC SP RPT: RESP DIS AGE 5--SP" ; +label variable ER70133 "HEHC SP RPT: RESP DIS AGE 6--SP" ; +label variable ER70134 "HEHC SP RPT: RESP DIS AGE 7--SP" ; +label variable ER70135 "HEHC SP RPT: RESP DIS AGE 8--SP" ; +label variable ER70136 "HEHC SP RPT: RESP DIS AGE 9--SP" ; +label variable ER70137 "HEHC SP RPT: RESP DIS AGE 10--SP" ; +label variable ER70138 "HEHC SP RPT: RESP DIS AGE 11--SP" ; +label variable ER70139 "HEHC SP RPT: RESP DIS AGE 12--SP" ; +label variable ER70140 "HEHC SP RPT: RESP DIS AGE 13--SP" ; +label variable ER70141 "HEHC SP RPT: RESP DIS AGE 14--SP" ; +label variable ER70142 "HEHC SP RPT: RESP DIS AGE 15--SP" ; +label variable ER70143 "HEHC SP RPT: RESP DIS AGE 16--SP" ; +label variable ER70144 "HEHC SP RPT: RESP DIS AGE 17+--SP" ; +label variable ER70145 "HEHC SP RPT: AGE END RESP DIS--SP" ; +label variable ER70146 "HEHC SP RPT: SPCH IMPAIR B4 AGE 1--SP" ; +label variable ER70147 "HEHC SP RPT: SPCH IMPAIR AGE 1--SP" ; +label variable ER70148 "HEHC SP RPT: SPCH IMPAIR AGE 2--SP" ; +label variable ER70149 "HEHC SP RPT: SPCH IMPAIR AGE 3--SP" ; +label variable ER70150 "HEHC SP RPT: SPCH IMPAIR AGE 4--SP" ; +label variable ER70151 "HEHC SP RPT: SPCH IMPAIR AGE 5--SP" ; +label variable ER70152 "HEHC SP RPT: SPCH IMPAIR AGE 6--SP" ; +label variable ER70153 "HEHC SP RPT: SPCH IMPAIR AGE 7--SP" ; +label variable ER70154 "HEHC SP RPT: SPCH IMPAIR AGE 8--SP" ; +label variable ER70155 "HEHC SP RPT: SPCH IMPAIR AGE 9--SP" ; +label variable ER70156 "HEHC SP RPT: SPCH IMPAIR AGE 10--SP" ; +label variable ER70157 "HEHC SP RPT: SPCH IMPAIR AGE 11--SP" ; +label variable ER70158 "HEHC SP RPT: SPCH IMPAIR AGE 12--SP" ; +label variable ER70159 "HEHC SP RPT: SPCH IMPAIR AGE 13--SP" ; +label variable ER70160 "HEHC SP RPT: SPCH IMPAIR AGE 14--SP" ; +label variable ER70161 "HEHC SP RPT: SPCH IMPAIR AGE 15--SP" ; +label variable ER70162 "HEHC SP RPT: SPCH IMPAIR AGE 16--SP" ; +label variable ER70163 "HEHC SP RPT: SPCH IMPAIR AGE 17+--SP" ; +label variable ER70164 "HEHC SP RPT: AGE END SPCH IMPAIR--SP" ; +label variable ER70165 "HEHC SP RPT: ALLERGY B4 AGE 1--SP" ; +label variable ER70166 "HEHC SP RPT: ALLERGY AGE 1--SP" ; +label variable ER70167 "HEHC SP RPT: ALLERGY AGE 2--SP" ; +label variable ER70168 "HEHC SP RPT: ALLERGY AGE 3--SP" ; +label variable ER70169 "HEHC SP RPT: ALLERGY AGE 4--SP" ; +label variable ER70170 "HEHC SP RPT: ALLERGY AGE 5--SP" ; +label variable ER70171 "HEHC SP RPT: ALLERGY AGE 6--SP" ; +label variable ER70172 "HEHC SP RPT: ALLERGY AGE 7--SP" ; +label variable ER70173 "HEHC SP RPT: ALLERGY AGE 8--SP" ; +label variable ER70174 "HEHC SP RPT: ALLERGY AGE 9--SP" ; +label variable ER70175 "HEHC SP RPT: ALLERGY AGE 10--SP" ; +label variable ER70176 "HEHC SP RPT: ALLERGY AGE 11--SP" ; +label variable ER70177 "HEHC SP RPT: ALLERGY AGE 12--SP" ; +label variable ER70178 "HEHC SP RPT: ALLERGY AGE 13--SP" ; +label variable ER70179 "HEHC SP RPT: ALLERGY AGE 14--SP" ; +label variable ER70180 "HEHC SP RPT: ALLERGY AGE 15--SP" ; +label variable ER70181 "HEHC SP RPT: ALLERGY AGE 16--SP" ; +label variable ER70182 "HEHC SP RPT: ALLERGY AGE 17+--SP" ; +label variable ER70183 "HEHC SP RPT: AGE END ALLERGY--SP" ; +label variable ER70184 "HEHC SP RPT: HEART TRBL B4 AGE 1--SP" ; +label variable ER70185 "HEHC SP RPT: HEART TRBL AGE 1--SP" ; +label variable ER70186 "HEHC SP RPT: HEART TRBL AGE 2--SP" ; +label variable ER70187 "HEHC SP RPT: HEART TRBL AGE 3--SP" ; +label variable ER70188 "HEHC SP RPT: HEART TRBL AGE 4--SP" ; +label variable ER70189 "HEHC SP RPT: HEART TRBL AGE 5--SP" ; +label variable ER70190 "HEHC SP RPT: HEART TRBL AGE 6--SP" ; +label variable ER70191 "HEHC SP RPT: HEART TRBL AGE 7--SP" ; +label variable ER70192 "HEHC SP RPT: HEART TRBL AGE 8--SP" ; +label variable ER70193 "HEHC SP RPT: HEART TRBL AGE 9--SP" ; +label variable ER70194 "HEHC SP RPT: HEART TRBL AGE 10--SP" ; +label variable ER70195 "HEHC SP RPT: HEART TRBL AGE 11--SP" ; +label variable ER70196 "HEHC SP RPT: HEART TRBL AGE 12--SP" ; +label variable ER70197 "HEHC SP RPT: HEART TRBL AGE 13--SP" ; +label variable ER70198 "HEHC SP RPT: HEART TRBL AGE 14--SP" ; +label variable ER70199 "HEHC SP RPT: HEART TRBL AGE 15--SP" ; +label variable ER70200 "HEHC SP RPT: HEART TRBL AGE 16--SP" ; +label variable ER70201 "HEHC SP RPT: HEART TRBL AGE 17+--SP" ; +label variable ER70202 "HEHC SP RPT: AGE END HEART TRBL--SP" ; +label variable ER70203 "HEHC SP RPT: EAR PROBS B4 AGE 1--SP" ; +label variable ER70204 "HEHC SP RPT: EAR PROBS AGE 1--SP" ; +label variable ER70205 "HEHC SP RPT: EAR PROBS AGE 2--SP" ; +label variable ER70206 "HEHC SP RPT: EAR PROBS AGE 3--SP" ; +label variable ER70207 "HEHC SP RPT: EAR PROBS AGE 4--SP" ; +label variable ER70208 "HEHC SP RPT: EAR PROBS AGE 5--SP" ; +label variable ER70209 "HEHC SP RPT: EAR PROBS AGE 6--SP" ; +label variable ER70210 "HEHC SP RPT: EAR PROBS AGE 7--SP" ; +label variable ER70211 "HEHC SP RPT: EAR PROBS AGE 8--SP" ; +label variable ER70212 "HEHC SP RPT: EAR PROBS AGE 9--SP" ; +label variable ER70213 "HEHC SP RPT: EAR PROBS AGE 10--SP" ; +label variable ER70214 "HEHC SP RPT: EAR PROBS AGE 11--SP" ; +label variable ER70215 "HEHC SP RPT: EAR PROBS AGE 12--SP" ; +label variable ER70216 "HEHC SP RPT: EAR PROBS AGE 13--SP" ; +label variable ER70217 "HEHC SP RPT: EAR PROBS AGE 14--SP" ; +label variable ER70218 "HEHC SP RPT: EAR PROBS AGE 15--SP" ; +label variable ER70219 "HEHC SP RPT: EAR PROBS AGE 16--SP" ; +label variable ER70220 "HEHC SP RPT: EAR PROBS AGE 17+--SP" ; +label variable ER70221 "HEHC SP RPT: AGE END EAR PROBS--SP" ; +label variable ER70222 "HEHC SP RPT: EPILEPSY B4 AGE 1--SP" ; +label variable ER70223 "HEHC SP RPT: EPILEPSY AGE 1--SP" ; +label variable ER70224 "HEHC SP RPT: EPILEPSY AGE 2--SP" ; +label variable ER70225 "HEHC SP RPT: EPILEPSY AGE 3--SP" ; +label variable ER70226 "HEHC SP RPT: EPILEPSY AGE 4--SP" ; +label variable ER70227 "HEHC SP RPT: EPILEPSY AGE 5--SP" ; +label variable ER70228 "HEHC SP RPT: EPILEPSY AGE 6--SP" ; +label variable ER70229 "HEHC SP RPT: EPILEPSY AGE 7--SP" ; +label variable ER70230 "HEHC SP RPT: EPILEPSY AGE 8--SP" ; +label variable ER70231 "HEHC SP RPT: EPILEPSY AGE 9--SP" ; +label variable ER70232 "HEHC SP RPT: EPILEPSY AGE 10--SP" ; +label variable ER70233 "HEHC SP RPT: EPILEPSY AGE 11--SP" ; +label variable ER70234 "HEHC SP RPT: EPILEPSY AGE 12--SP" ; +label variable ER70235 "HEHC SP RPT: EPILEPSY AGE 13--SP" ; +label variable ER70236 "HEHC SP RPT: EPILEPSY AGE 14--SP" ; +label variable ER70237 "HEHC SP RPT: EPILEPSY AGE 15--SP" ; +label variable ER70238 "HEHC SP RPT: EPILEPSY AGE 16--SP" ; +label variable ER70239 "HEHC SP RPT: EPILEPSY AGE 17+--SP" ; +label variable ER70240 "HEHC SP RPT: AGE END EPILEPSY--SP" ; +label variable ER70241 "HEHC SP RPT: HEADACHE B4 AGE 1--SP" ; +label variable ER70242 "HEHC SP RPT: HEADACHE AGE 1--SP" ; +label variable ER70243 "HEHC SP RPT: HEADACHE AGE 2--SP" ; +label variable ER70244 "HEHC SP RPT: HEADACHE AGE 3--SP" ; +label variable ER70245 "HEHC SP RPT: HEADACHE AGE 4--SP" ; +label variable ER70246 "HEHC SP RPT: HEADACHE AGE 5--SP" ; +label variable ER70247 "HEHC SP RPT: HEADACHE AGE 6--SP" ; +label variable ER70248 "HEHC SP RPT: HEADACHE AGE 7--SP" ; +label variable ER70249 "HEHC SP RPT: HEADACHE AGE 8--SP" ; +label variable ER70250 "HEHC SP RPT: HEADACHE AGE 9--SP" ; +label variable ER70251 "HEHC SP RPT: HEADACHE AGE 10--SP" ; +label variable ER70252 "HEHC SP RPT: HEADACHE AGE 11--SP" ; +label variable ER70253 "HEHC SP RPT: HEADACHE AGE 12--SP" ; +label variable ER70254 "HEHC SP RPT: HEADACHE AGE 13--SP" ; +label variable ER70255 "HEHC SP RPT: HEADACHE AGE 14--SP" ; +label variable ER70256 "HEHC SP RPT: HEADACHE AGE 15--SP" ; +label variable ER70257 "HEHC SP RPT: HEADACHE AGE 16--SP" ; +label variable ER70258 "HEHC SP RPT: HEADACHE AGE 17+--SP" ; +label variable ER70259 "HEHC SP RPT: AGE END HEADACHE--SP" ; +label variable ER70260 "HEHC SP RPT: STOM PROB B4 AGE 1--SP" ; +label variable ER70261 "HEHC SP RPT: STOM PROB AGE 1--SP" ; +label variable ER70262 "HEHC SP RPT: STOM PROB AGE 2--SP" ; +label variable ER70263 "HEHC SP RPT: STOM PROB AGE 3--SP" ; +label variable ER70264 "HEHC SP RPT: STOM PROB AGE 4--SP" ; +label variable ER70265 "HEHC SP RPT: STOM PROB AGE 5--SP" ; +label variable ER70266 "HEHC SP RPT: STOM PROB AGE 6--SP" ; +label variable ER70267 "HEHC SP RPT: STOM PROB AGE 7--SP" ; +label variable ER70268 "HEHC SP RPT: STOM PROB AGE 8--SP" ; +label variable ER70269 "HEHC SP RPT: STOM PROB AGE 9--SP" ; +label variable ER70270 "HEHC SP RPT: STOM PROB AGE 10--SP" ; +label variable ER70271 "HEHC SP RPT: STOM PROB AGE 11--SP" ; +label variable ER70272 "HEHC SP RPT: STOM PROB AGE 12--SP" ; +label variable ER70273 "HEHC SP RPT: STOM PROB AGE 13--SP" ; +label variable ER70274 "HEHC SP RPT: STOM PROB AGE 14--SP" ; +label variable ER70275 "HEHC SP RPT: STOM PROB AGE 15--SP" ; +label variable ER70276 "HEHC SP RPT: STOM PROB AGE 16--SP" ; +label variable ER70277 "HEHC SP RPT: STOM PROB AGE 17+--SP" ; +label variable ER70278 "HEHC SP RPT: AGE END STOM PROB--SP" ; +label variable ER70279 "HEHC SP RPT: HGH BLOOD PR B4 AGE 1--SP" ; +label variable ER70280 "HEHC SP RPT: HGH BLOOD PR AGE 1--SP" ; +label variable ER70281 "HEHC SP RPT: HGH BLOOD PR AGE 2--SP" ; +label variable ER70282 "HEHC SP RPT: HGH BLOOD PR AGE 3--SP" ; +label variable ER70283 "HEHC SP RPT: HGH BLOOD PR AGE 4--SP" ; +label variable ER70284 "HEHC SP RPT: HGH BLOOD PR AGE 5--SP" ; +label variable ER70285 "HEHC SP RPT: HGH BLOOD PR AGE 6--SP" ; +label variable ER70286 "HEHC SP RPT: HGH BLOOD PR AGE 7--SP" ; +label variable ER70287 "HEHC SP RPT: HGH BLOOD PR AGE 8--SP" ; +label variable ER70288 "HEHC SP RPT: HGH BLOOD PR AGE 9--SP" ; +label variable ER70289 "HEHC SP RPT: HGH BLOOD PR AGE 10--SP" ; +label variable ER70290 "HEHC SP RPT: HGH BLOOD PR AGE 11--SP" ; +label variable ER70291 "HEHC SP RPT: HGH BLOOD PR AGE 12--SP" ; +label variable ER70292 "HEHC SP RPT: HGH BLOOD PR AGE 13--SP" ; +label variable ER70293 "HEHC SP RPT: HGH BLOOD PR AGE 14--SP" ; +label variable ER70294 "HEHC SP RPT: HGH BLOOD PR AGE 15--SP" ; +label variable ER70295 "HEHC SP RPT: HGH BLOOD PR AGE 16--SP" ; +label variable ER70296 "HEHC SP RPT: HGH BLOOD PR AGE 17+--SP" ; +label variable ER70297 "HEHC SP RPT: AGE END HGH BLOOD PR--SP" ; +label variable ER70298 "HEHC SP RPT: DEPRESSION B4 AGE 1--SP" ; +label variable ER70299 "HEHC SP RPT: DEPRESSION AGE 1--SP" ; +label variable ER70300 "HEHC SP RPT: DEPRESSION AGE 2--SP" ; +label variable ER70301 "HEHC SP RPT: DEPRESSION AGE 3--SP" ; +label variable ER70302 "HEHC SP RPT: DEPRESSION AGE 4--SP" ; +label variable ER70303 "HEHC SP RPT: DEPRESSION AGE 5--SP" ; +label variable ER70304 "HEHC SP RPT: DEPRESSION AGE 6--SP" ; +label variable ER70305 "HEHC SP RPT: DEPRESSION AGE 7--SP" ; +label variable ER70306 "HEHC SP RPT: DEPRESSION AGE 8--SP" ; +label variable ER70307 "HEHC SP RPT: DEPRESSION AGE 9--SP" ; +label variable ER70308 "HEHC SP RPT: DEPRESSION AGE 10--SP" ; +label variable ER70309 "HEHC SP RPT: DEPRESSION AGE 11--SP" ; +label variable ER70310 "HEHC SP RPT: DEPRESSION AGE 12--SP" ; +label variable ER70311 "HEHC SP RPT: DEPRESSION AGE 13--SP" ; +label variable ER70312 "HEHC SP RPT: DEPRESSION AGE 14--SP" ; +label variable ER70313 "HEHC SP RPT: DEPRESSION AGE 15--SP" ; +label variable ER70314 "HEHC SP RPT: DEPRESSION AGE 16--SP" ; +label variable ER70315 "HEHC SP RPT: DEPRESSION AGE 17+--SP" ; +label variable ER70316 "HEHC SP RPT: AGE END DEPRESSION--SP" ; +label variable ER70317 "HEHC SP RPT: DRUG/AL PROB B4 AGE 1--SP" ; +label variable ER70318 "HEHC SP RPT: DRUG/AL PROB AGE 1--SP" ; +label variable ER70319 "HEHC SP RPT: DRUG/AL PROB AGE 2--SP" ; +label variable ER70320 "HEHC SP RPT: DRUG/AL PROB AGE 3--SP" ; +label variable ER70321 "HEHC SP RPT: DRUG/AL PROB AGE 4--SP" ; +label variable ER70322 "HEHC SP RPT: DRUG/AL PROB AGE 5--SP" ; +label variable ER70323 "HEHC SP RPT: DRUG/AL PROB AGE 6--SP" ; +label variable ER70324 "HEHC SP RPT: DRUG/AL PROB AGE 7--SP" ; +label variable ER70325 "HEHC SP RPT: DRUG/AL PROB AGE 8--SP" ; +label variable ER70326 "HEHC SP RPT: DRUG/AL PROB AGE 9--SP" ; +label variable ER70327 "HEHC SP RPT: DRUG/AL PROB AGE 10--SP" ; +label variable ER70328 "HEHC SP RPT: DRUG/AL PROB AGE 11--SP" ; +label variable ER70329 "HEHC SP RPT: DRUG/AL PROB AGE 12--SP" ; +label variable ER70330 "HEHC SP RPT: DRUG/AL PROB AGE 13--SP" ; +label variable ER70331 "HEHC SP RPT: DRUG/AL PROB AGE 14--SP" ; +label variable ER70332 "HEHC SP RPT: DRUG/AL PROB AGE 15--SP" ; +label variable ER70333 "HEHC SP RPT: DRUG/AL PROB AGE 16--SP" ; +label variable ER70334 "HEHC SP RPT: DRUG/AL PROB AGE 17+--SP" ; +label variable ER70335 "HEHC SP RPT: AGE END DRUG/AL PROB--SP" ; +label variable ER70336 "HEHC SP RPT: OTR PSYCH PROB B4 AGE 1--SP" ; +label variable ER70337 "HEHC SP RPT: OTR PSYCH PROB AGE 1--SP" ; +label variable ER70338 "HEHC SP RPT: OTR PSYCH PROB AGE 2--SP" ; +label variable ER70339 "HEHC SP RPT: OTR PSYCH PROB AGE 3--SP" ; +label variable ER70340 "HEHC SP RPT: OTR PSYCH PROB AGE 4--SP" ; +label variable ER70341 "HEHC SP RPT: OTR PSYCH PROB AGE 5--SP" ; +label variable ER70342 "HEHC SP RPT: OTR PSYCH PROB AGE 6--SP" ; +label variable ER70343 "HEHC SP RPT: OTR PSYCH PROB AGE 7--SP" ; +label variable ER70344 "HEHC SP RPT: OTR PSYCH PROB AGE 8--SP" ; +label variable ER70345 "HEHC SP RPT: OTR PSYCH PROB AGE 9--SP" ; +label variable ER70346 "HEHC SP RPT: OTR PSYCH PROB AGE 10--SP" ; +label variable ER70347 "HEHC SP RPT: OTR PSYCH PROB AGE 11--SP" ; +label variable ER70348 "HEHC SP RPT: OTR PSYCH PROB AGE 12--SP" ; +label variable ER70349 "HEHC SP RPT: OTR PSYCH PROB AGE 13--SP" ; +label variable ER70350 "HEHC SP RPT: OTR PSYCH PROB AGE 14--SP" ; +label variable ER70351 "HEHC SP RPT: OTR PSYCH PROB AGE 15--SP" ; +label variable ER70352 "HEHC SP RPT: OTR PSYCH PROB AGE 16--SP" ; +label variable ER70353 "HEHC SP RPT: OTR PSYCH PROB AGE 17+--SP" ; +label variable ER70354 "HEHC SP RPT: AGE END OTR PSYCH PROB--SP" ; +label variable ER70355 "HEHC OTR RPT: YEAR 1ST REPORT--SP" ; +label variable ER70356 "HEHC OTR RPT: PAR SEP B4 AGE 1--SP" ; +label variable ER70357 "HEHC OTR RPT: PAR SEP AGE 1--SP" ; +label variable ER70358 "HEHC OTR RPT: PAR SEP AGE 2--SP" ; +label variable ER70359 "HEHC OTR RPT: PAR SEP AGE 3--SP" ; +label variable ER70360 "HEHC OTR RPT: PAR SEP AGE 4--SP" ; +label variable ER70361 "HEHC OTR RPT: PAR SEP AGE 5--SP" ; +label variable ER70362 "HEHC OTR RPT: PAR SEP AGE 6--SP" ; +label variable ER70363 "HEHC OTR RPT: PAR SEP AGE 7--SP" ; +label variable ER70364 "HEHC OTR RPT: PAR SEP AGE 8--SP" ; +label variable ER70365 "HEHC OTR RPT: PAR SEP AGE 9--SP" ; +label variable ER70366 "HEHC OTR RPT: PAR SEP AGE 10--SP" ; +label variable ER70367 "HEHC OTR RPT: PAR SEP AGE 11--SP" ; +label variable ER70368 "HEHC OTR RPT: PAR SEP AGE 12--SP" ; +label variable ER70369 "HEHC OTR RPT: PAR SEP AGE 13--SP" ; +label variable ER70370 "HEHC OTR RPT: PAR SEP AGE 14--SP" ; +label variable ER70371 "HEHC OTR RPT: PAR SEP AGE 15--SP" ; +label variable ER70372 "HEHC OTR RPT: PAR SEP AGE 16--SP" ; +label variable ER70373 "HEHC OTR RPT: MOVE B4 AGE 1--SP" ; +label variable ER70374 "HEHC OTR RPT: MOVE AGE 1--SP" ; +label variable ER70375 "HEHC OTR RPT: MOVE AGE 2--SP" ; +label variable ER70376 "HEHC OTR RPT: MOVE AGE 3--SP" ; +label variable ER70377 "HEHC OTR RPT: MOVE AGE 4--SP" ; +label variable ER70378 "HEHC OTR RPT: MOVE AGE 5--SP" ; +label variable ER70379 "HEHC OTR RPT: MOVE AGE 6--SP" ; +label variable ER70380 "HEHC OTR RPT: MOVE AGE 7--SP" ; +label variable ER70381 "HEHC OTR RPT: MOVE AGE 8--SP" ; +label variable ER70382 "HEHC OTR RPT: MOVE AGE 9--SP" ; +label variable ER70383 "HEHC OTR RPT: MOVE AGE 10--SP" ; +label variable ER70384 "HEHC OTR RPT: MOVE AGE 11--SP" ; +label variable ER70385 "HEHC OTR RPT: MOVE AGE 12--SP" ; +label variable ER70386 "HEHC OTR RPT: MOVE AGE 13--SP" ; +label variable ER70387 "HEHC OTR RPT: MOVE AGE 14--SP" ; +label variable ER70388 "HEHC OTR RPT: MOVE AGE 15--SP" ; +label variable ER70389 "HEHC OTR RPT: MOVE AGE 16--SP" ; +label variable ER70390 "HEHC OTR RPT: SCHOOL B4 AGE 1--SP" ; +label variable ER70391 "HEHC OTR RPT: SCHOOL AGE 1--SP" ; +label variable ER70392 "HEHC OTR RPT: SCHOOL AGE 2--SP" ; +label variable ER70393 "HEHC OTR RPT: SCHOOL AGE 3--SP" ; +label variable ER70394 "HEHC OTR RPT: SCHOOL AGE 4--SP" ; +label variable ER70395 "HEHC OTR RPT: SCHOOL AGE 5--SP" ; +label variable ER70396 "HEHC OTR RPT: SCHOOL AGE 6--SP" ; +label variable ER70397 "HEHC OTR RPT: SCHOOL AGE 7--SP" ; +label variable ER70398 "HEHC OTR RPT: SCHOOL AGE 8--SP" ; +label variable ER70399 "HEHC OTR RPT: SCHOOL AGE 9--SP" ; +label variable ER70400 "HEHC OTR RPT: SCHOOL AGE 10--SP" ; +label variable ER70401 "HEHC OTR RPT: SCHOOL AGE 11--SP" ; +label variable ER70402 "HEHC OTR RPT: SCHOOL AGE 12--SP" ; +label variable ER70403 "HEHC OTR RPT: SCHOOL AGE 13--SP" ; +label variable ER70404 "HEHC OTR RPT: SCHOOL AGE 14--SP" ; +label variable ER70405 "HEHC OTR RPT: SCHOOL AGE 15--SP" ; +label variable ER70406 "HEHC OTR RPT: SCHOOL AGE 16--SP" ; +label variable ER70407 "HEHC OTR RPT: ASTHMA B4 AGE 1--SP" ; +label variable ER70408 "HEHC OTR RPT: ASTHMA AGE 1--SP" ; +label variable ER70409 "HEHC OTR RPT: ASTHMA AGE 2--SP" ; +label variable ER70410 "HEHC OTR RPT: ASTHMA AGE 3--SP" ; +label variable ER70411 "HEHC OTR RPT: ASTHMA AGE 4--SP" ; +label variable ER70412 "HEHC OTR RPT: ASTHMA AGE 5--SP" ; +label variable ER70413 "HEHC OTR RPT: ASTHMA AGE 6--SP" ; +label variable ER70414 "HEHC OTR RPT: ASTHMA AGE 7--SP" ; +label variable ER70415 "HEHC OTR RPT: ASTHMA AGE 8--SP" ; +label variable ER70416 "HEHC OTR RPT: ASTHMA AGE 9--SP" ; +label variable ER70417 "HEHC OTR RPT: ASTHMA AGE 10--SP" ; +label variable ER70418 "HEHC OTR RPT: ASTHMA AGE 11--SP" ; +label variable ER70419 "HEHC OTR RPT: ASTHMA AGE 12--SP" ; +label variable ER70420 "HEHC OTR RPT: ASTHMA AGE 13--SP" ; +label variable ER70421 "HEHC OTR RPT: ASTHMA AGE 14--SP" ; +label variable ER70422 "HEHC OTR RPT: ASTHMA AGE 15--SP" ; +label variable ER70423 "HEHC OTR RPT: ASTHMA AGE 16--SP" ; +label variable ER70424 "HEHC OTR RPT: ASTHMA AGE 17+--SP" ; +label variable ER70425 "HEHC OTR RPT: AGE END ASTHMA--SP" ; +label variable ER70426 "HEHC OTR RPT: DIABETES B4 AGE 1--SP" ; +label variable ER70427 "HEHC OTR RPT: DIABETES AGE 1--SP" ; +label variable ER70428 "HEHC OTR RPT: DIABETES AGE 2--SP" ; +label variable ER70429 "HEHC OTR RPT: DIABETES AGE 3--SP" ; +label variable ER70430 "HEHC OTR RPT: DIABETES AGE 4--SP" ; +label variable ER70431 "HEHC OTR RPT: DIABETES AGE 5--SP" ; +label variable ER70432 "HEHC OTR RPT: DIABETES AGE 6--SP" ; +label variable ER70433 "HEHC OTR RPT: DIABETES AGE 7--SP" ; +label variable ER70434 "HEHC OTR RPT: DIABETES AGE 8--SP" ; +label variable ER70435 "HEHC OTR RPT: DIABETES AGE 9--SP" ; +label variable ER70436 "HEHC OTR RPT: DIABETES AGE 10--SP" ; +label variable ER70437 "HEHC OTR RPT: DIABETES AGE 11--SP" ; +label variable ER70438 "HEHC OTR RPT: DIABETES AGE 12--SP" ; +label variable ER70439 "HEHC OTR RPT: DIABETES AGE 13--SP" ; +label variable ER70440 "HEHC OTR RPT: DIABETES AGE 14--SP" ; +label variable ER70441 "HEHC OTR RPT: DIABETES AGE 15--SP" ; +label variable ER70442 "HEHC OTR RPT: DIABETES AGE 16--SP" ; +label variable ER70443 "HEHC OTR RPT: DIABETES AGE 17+--SP" ; +label variable ER70444 "HEHC OTR RPT: AGE END DIABETES--SP" ; +label variable ER70445 "HEHC OTR RPT: RESP DIS B4 AGE 1--SP" ; +label variable ER70446 "HEHC OTR RPT: RESP DIS AGE 1--SP" ; +label variable ER70447 "HEHC OTR RPT: RESP DIS AGE 2--SP" ; +label variable ER70448 "HEHC OTR RPT: RESP DIS AGE 3--SP" ; +label variable ER70449 "HEHC OTR RPT: RESP DIS AGE 4--SP" ; +label variable ER70450 "HEHC OTR RPT: RESP DIS AGE 5--SP" ; +label variable ER70451 "HEHC OTR RPT: RESP DIS AGE 6--SP" ; +label variable ER70452 "HEHC OTR RPT: RESP DIS AGE 7--SP" ; +label variable ER70453 "HEHC OTR RPT: RESP DIS AGE 8--SP" ; +label variable ER70454 "HEHC OTR RPT: RESP DIS AGE 9--SP" ; +label variable ER70455 "HEHC OTR RPT: RESP DIS AGE 10--SP" ; +label variable ER70456 "HEHC OTR RPT: RESP DIS AGE 11--SP" ; +label variable ER70457 "HEHC OTR RPT: RESP DIS AGE 12--SP" ; +label variable ER70458 "HEHC OTR RPT: RESP DIS AGE 13--SP" ; +label variable ER70459 "HEHC OTR RPT: RESP DIS AGE 14--SP" ; +label variable ER70460 "HEHC OTR RPT: RESP DIS AGE 15--SP" ; +label variable ER70461 "HEHC OTR RPT: RESP DIS AGE 16--SP" ; +label variable ER70462 "HEHC OTR RPT: RESP DIS AGE 17+--SP" ; +label variable ER70463 "HEHC OTR RPT: AGE END RESP DIS--SP" ; +label variable ER70464 "HEHC OTR RPT: SPCH IMPAIR B4 AGE 1--SP" ; +label variable ER70465 "HEHC OTR RPT: SPCH IMPAIR AGE 1--SP" ; +label variable ER70466 "HEHC OTR RPT: SPCH IMPAIR AGE 2--SP" ; +label variable ER70467 "HEHC OTR RPT: SPCH IMPAIR AGE 3--SP" ; +label variable ER70468 "HEHC OTR RPT: SPCH IMPAIR AGE 4--SP" ; +label variable ER70469 "HEHC OTR RPT: SPCH IMPAIR AGE 5--SP" ; +label variable ER70470 "HEHC OTR RPT: SPCH IMPAIR AGE 6--SP" ; +label variable ER70471 "HEHC OTR RPT: SPCH IMPAIR AGE 7--SP" ; +label variable ER70472 "HEHC OTR RPT: SPCH IMPAIR AGE 8--SP" ; +label variable ER70473 "HEHC OTR RPT: SPCH IMPAIR AGE 9--SP" ; +label variable ER70474 "HEHC OTR RPT: SPCH IMPAIR AGE 10--SP" ; +label variable ER70475 "HEHC OTR RPT: SPCH IMPAIR AGE 11--SP" ; +label variable ER70476 "HEHC OTR RPT: SPCH IMPAIR AGE 12--SP" ; +label variable ER70477 "HEHC OTR RPT: SPCH IMPAIR AGE 13--SP" ; +label variable ER70478 "HEHC OTR RPT: SPCH IMPAIR AGE 14--SP" ; +label variable ER70479 "HEHC OTR RPT: SPCH IMPAIR AGE 15--SP" ; +label variable ER70480 "HEHC OTR RPT: SPCH IMPAIR AGE 16--SP" ; +label variable ER70481 "HEHC OTR RPT: SPCH IMPAIR AGE 17+--SP" ; +label variable ER70482 "HEHC OTR RPT: AGE END SPCH IMPAIR--SP" ; +label variable ER70483 "HEHC OTR RPT: ALLERGY B4 AGE 1--SP" ; +label variable ER70484 "HEHC OTR RPT: ALLERGY AGE 1--SP" ; +label variable ER70485 "HEHC OTR RPT: ALLERGY AGE 2--SP" ; +label variable ER70486 "HEHC OTR RPT: ALLERGY AGE 3--SP" ; +label variable ER70487 "HEHC OTR RPT: ALLERGY AGE 4--SP" ; +label variable ER70488 "HEHC OTR RPT: ALLERGY AGE 5--SP" ; +label variable ER70489 "HEHC OTR RPT: ALLERGY AGE 6--SP" ; +label variable ER70490 "HEHC OTR RPT: ALLERGY AGE 7--SP" ; +label variable ER70491 "HEHC OTR RPT: ALLERGY AGE 8--SP" ; +label variable ER70492 "HEHC OTR RPT: ALLERGY AGE 9--SP" ; +label variable ER70493 "HEHC OTR RPT: ALLERGY AGE 10--SP" ; +label variable ER70494 "HEHC OTR RPT: ALLERGY AGE 11--SP" ; +label variable ER70495 "HEHC OTR RPT: ALLERGY AGE 12--SP" ; +label variable ER70496 "HEHC OTR RPT: ALLERGY AGE 13--SP" ; +label variable ER70497 "HEHC OTR RPT: ALLERGY AGE 14--SP" ; +label variable ER70498 "HEHC OTR RPT: ALLERGY AGE 15--SP" ; +label variable ER70499 "HEHC OTR RPT: ALLERGY AGE 16--SP" ; +label variable ER70500 "HEHC OTR RPT: ALLERGY AGE 17+--SP" ; +label variable ER70501 "HEHC OTR RPT: AGE END ALLERGY--SP" ; +label variable ER70502 "HEHC OTR RPT: HEART TRBL B4 AGE 1--SP" ; +label variable ER70503 "HEHC OTR RPT: HEART TRBL AGE 1--SP" ; +label variable ER70504 "HEHC OTR RPT: HEART TRBL AGE 2--SP" ; +label variable ER70505 "HEHC OTR RPT: HEART TRBL AGE 3--SP" ; +label variable ER70506 "HEHC OTR RPT: HEART TRBL AGE 4--SP" ; +label variable ER70507 "HEHC OTR RPT: HEART TRBL AGE 5--SP" ; +label variable ER70508 "HEHC OTR RPT: HEART TRBL AGE 6--SP" ; +label variable ER70509 "HEHC OTR RPT: HEART TRBL AGE 7--SP" ; +label variable ER70510 "HEHC OTR RPT: HEART TRBL AGE 8--SP" ; +label variable ER70511 "HEHC OTR RPT: HEART TRBL AGE 9--SP" ; +label variable ER70512 "HEHC OTR RPT: HEART TRBL AGE 10--SP" ; +label variable ER70513 "HEHC OTR RPT: HEART TRBL AGE 11--SP" ; +label variable ER70514 "HEHC OTR RPT: HEART TRBL AGE 12--SP" ; +label variable ER70515 "HEHC OTR RPT: HEART TRBL AGE 13--SP" ; +label variable ER70516 "HEHC OTR RPT: HEART TRBL AGE 14--SP" ; +label variable ER70517 "HEHC OTR RPT: HEART TRBL AGE 15--SP" ; +label variable ER70518 "HEHC OTR RPT: HEART TRBL AGE 16--SP" ; +label variable ER70519 "HEHC OTR RPT: HEART TRBL AGE 17+--SP" ; +label variable ER70520 "HEHC OTR RPT: AGE END HEART TRBL--SP" ; +label variable ER70521 "HEHC OTR RPT: EAR PROBS B4 AGE 1--SP" ; +label variable ER70522 "HEHC OTR RPT: EAR PROBS AGE 1--SP" ; +label variable ER70523 "HEHC OTR RPT: EAR PROBS AGE 2--SP" ; +label variable ER70524 "HEHC OTR RPT: EAR PROBS AGE 3--SP" ; +label variable ER70525 "HEHC OTR RPT: EAR PROBS AGE 4--SP" ; +label variable ER70526 "HEHC OTR RPT: EAR PROBS AGE 5--SP" ; +label variable ER70527 "HEHC OTR RPT: EAR PROBS AGE 6--SP" ; +label variable ER70528 "HEHC OTR RPT: EAR PROBS AGE 7--SP" ; +label variable ER70529 "HEHC OTR RPT: EAR PROBS AGE 8--SP" ; +label variable ER70530 "HEHC OTR RPT: EAR PROBS AGE 9--SP" ; +label variable ER70531 "HEHC OTR RPT: EAR PROBS AGE 10--SP" ; +label variable ER70532 "HEHC OTR RPT: EAR PROBS AGE 11--SP" ; +label variable ER70533 "HEHC OTR RPT: EAR PROBS AGE 12--SP" ; +label variable ER70534 "HEHC OTR RPT: EAR PROBS AGE 13--SP" ; +label variable ER70535 "HEHC OTR RPT: EAR PROBS AGE 14--SP" ; +label variable ER70536 "HEHC OTR RPT: EAR PROBS AGE 15--SP" ; +label variable ER70537 "HEHC OTR RPT: EAR PROBS AGE 16--SP" ; +label variable ER70538 "HEHC OTR RPT: EAR PROBS AGE 17+--SP" ; +label variable ER70539 "HEHC OTR RPT: AGE END EAR PROBS--SP" ; +label variable ER70540 "HEHC OTR RPT: EPILEPSY B4 AGE 1--SP" ; +label variable ER70541 "HEHC OTR RPT: EPILEPSY AGE 1--SP" ; +label variable ER70542 "HEHC OTR RPT: EPILEPSY AGE 2--SP" ; +label variable ER70543 "HEHC OTR RPT: EPILEPSY AGE 3--SP" ; +label variable ER70544 "HEHC OTR RPT: EPILEPSY AGE 4--SP" ; +label variable ER70545 "HEHC OTR RPT: EPILEPSY AGE 5--SP" ; +label variable ER70546 "HEHC OTR RPT: EPILEPSY AGE 6--SP" ; +label variable ER70547 "HEHC OTR RPT: EPILEPSY AGE 7--SP" ; +label variable ER70548 "HEHC OTR RPT: EPILEPSY AGE 8--SP" ; +label variable ER70549 "HEHC OTR RPT: EPILEPSY AGE 9--SP" ; +label variable ER70550 "HEHC OTR RPT: EPILEPSY AGE 10--SP" ; +label variable ER70551 "HEHC OTR RPT: EPILEPSY AGE 11--SP" ; +label variable ER70552 "HEHC OTR RPT: EPILEPSY AGE 12--SP" ; +label variable ER70553 "HEHC OTR RPT: EPILEPSY AGE 13--SP" ; +label variable ER70554 "HEHC OTR RPT: EPILEPSY AGE 14--SP" ; +label variable ER70555 "HEHC OTR RPT: EPILEPSY AGE 15--SP" ; +label variable ER70556 "HEHC OTR RPT: EPILEPSY AGE 16--SP" ; +label variable ER70557 "HEHC OTR RPT: EPILEPSY AGE 17+--SP" ; +label variable ER70558 "HEHC OTR RPT: AGE END EPILEPSY--SP" ; +label variable ER70559 "HEHC OTR RPT: HEADACHE B4 AGE 1--SP" ; +label variable ER70560 "HEHC OTR RPT: HEADACHE AGE 1--SP" ; +label variable ER70561 "HEHC OTR RPT: HEADACHE AGE 2--SP" ; +label variable ER70562 "HEHC OTR RPT: HEADACHE AGE 3--SP" ; +label variable ER70563 "HEHC OTR RPT: HEADACHE AGE 4--SP" ; +label variable ER70564 "HEHC OTR RPT: HEADACHE AGE 5--SP" ; +label variable ER70565 "HEHC OTR RPT: HEADACHE AGE 6--SP" ; +label variable ER70566 "HEHC OTR RPT: HEADACHE AGE 7--SP" ; +label variable ER70567 "HEHC OTR RPT: HEADACHE AGE 8--SP" ; +label variable ER70568 "HEHC OTR RPT: HEADACHE AGE 9--SP" ; +label variable ER70569 "HEHC OTR RPT: HEADACHE AGE 10--SP" ; +label variable ER70570 "HEHC OTR RPT: HEADACHE AGE 11--SP" ; +label variable ER70571 "HEHC OTR RPT: HEADACHE AGE 12--SP" ; +label variable ER70572 "HEHC OTR RPT: HEADACHE AGE 13--SP" ; +label variable ER70573 "HEHC OTR RPT: HEADACHE AGE 14--SP" ; +label variable ER70574 "HEHC OTR RPT: HEADACHE AGE 15--SP" ; +label variable ER70575 "HEHC OTR RPT: HEADACHE AGE 16--SP" ; +label variable ER70576 "HEHC OTR RPT: HEADACHE AGE 17+--SP" ; +label variable ER70577 "HEHC OTR RPT: AGE END HEADACHE--SP" ; +label variable ER70578 "HEHC OTR RPT: STOM PROB B4 AGE 1--SP" ; +label variable ER70579 "HEHC OTR RPT: STOM PROB AGE 1--SP" ; +label variable ER70580 "HEHC OTR RPT: STOM PROB AGE 2--SP" ; +label variable ER70581 "HEHC OTR RPT: STOM PROB AGE 3--SP" ; +label variable ER70582 "HEHC OTR RPT: STOM PROB AGE 4--SP" ; +label variable ER70583 "HEHC OTR RPT: STOM PROB AGE 5--SP" ; +label variable ER70584 "HEHC OTR RPT: STOM PROB AGE 6--SP" ; +label variable ER70585 "HEHC OTR RPT: STOM PROB AGE 7--SP" ; +label variable ER70586 "HEHC OTR RPT: STOM PROB AGE 8--SP" ; +label variable ER70587 "HEHC OTR RPT: STOM PROB AGE 9--SP" ; +label variable ER70588 "HEHC OTR RPT: STOM PROB AGE 10--SP" ; +label variable ER70589 "HEHC OTR RPT: STOM PROB AGE 11--SP" ; +label variable ER70590 "HEHC OTR RPT: STOM PROB AGE 12--SP" ; +label variable ER70591 "HEHC OTR RPT: STOM PROB AGE 13--SP" ; +label variable ER70592 "HEHC OTR RPT: STOM PROB AGE 14--SP" ; +label variable ER70593 "HEHC OTR RPT: STOM PROB AGE 15--SP" ; +label variable ER70594 "HEHC OTR RPT: STOM PROB AGE 16--SP" ; +label variable ER70595 "HEHC OTR RPT: STOM PROB AGE 17+--SP" ; +label variable ER70596 "HEHC OTR RPT: AGE END STOM PROB--SP" ; +label variable ER70597 "HEHC OTR RPT: HGH BLOOD PR B4 AGE 1--SP" ; +label variable ER70598 "HEHC OTR RPT: HGH BLOOD PR AGE 1--SP" ; +label variable ER70599 "HEHC OTR RPT: HGH BLOOD PR AGE 2--SP" ; +label variable ER70600 "HEHC OTR RPT: HGH BLOOD PR AGE 3--SP" ; +label variable ER70601 "HEHC OTR RPT: HGH BLOOD PR AGE 4--SP" ; +label variable ER70602 "HEHC OTR RPT: HGH BLOOD PR AGE 5--SP" ; +label variable ER70603 "HEHC OTR RPT: HGH BLOOD PR AGE 6--SP" ; +label variable ER70604 "HEHC OTR RPT: HGH BLOOD PR AGE 7--SP" ; +label variable ER70605 "HEHC OTR RPT: HGH BLOOD PR AGE 8--SP" ; +label variable ER70606 "HEHC OTR RPT: HGH BLOOD PR AGE 9--SP" ; +label variable ER70607 "HEHC OTR RPT: HGH BLOOD PR AGE 10--SP" ; +label variable ER70608 "HEHC OTR RPT: HGH BLOOD PR AGE 11--SP" ; +label variable ER70609 "HEHC OTR RPT: HGH BLOOD PR AGE 12--SP" ; +label variable ER70610 "HEHC OTR RPT: HGH BLOOD PR AGE 13--SP" ; +label variable ER70611 "HEHC OTR RPT: HGH BLOOD PR AGE 14--SP" ; +label variable ER70612 "HEHC OTR RPT: HGH BLOOD PR AGE 15--SP" ; +label variable ER70613 "HEHC OTR RPT: HGH BLOOD PR AGE 16--SP" ; +label variable ER70614 "HEHC OTR RPT: HGH BLOOD PR AGE 17+--SP" ; +label variable ER70615 "HEHC OTR RPT: AGE END HGH BLOOD PR--SP" ; +label variable ER70616 "HEHC OTR RPT: DEPRESSION B4 AGE 1--SP" ; +label variable ER70617 "HEHC OTR RPT: DEPRESSION AGE 1--SP" ; +label variable ER70618 "HEHC OTR RPT: DEPRESSION AGE 2--SP" ; +label variable ER70619 "HEHC OTR RPT: DEPRESSION AGE 3--SP" ; +label variable ER70620 "HEHC OTR RPT: DEPRESSION AGE 4--SP" ; +label variable ER70621 "HEHC OTR RPT: DEPRESSION AGE 5--SP" ; +label variable ER70622 "HEHC OTR RPT: DEPRESSION AGE 6--SP" ; +label variable ER70623 "HEHC OTR RPT: DEPRESSION AGE 7--SP" ; +label variable ER70624 "HEHC OTR RPT: DEPRESSION AGE 8--SP" ; +label variable ER70625 "HEHC OTR RPT: DEPRESSION AGE 9--SP" ; +label variable ER70626 "HEHC OTR RPT: DEPRESSION AGE 10--SP" ; +label variable ER70627 "HEHC OTR RPT: DEPRESSION AGE 11--SP" ; +label variable ER70628 "HEHC OTR RPT: DEPRESSION AGE 12--SP" ; +label variable ER70629 "HEHC OTR RPT: DEPRESSION AGE 13--SP" ; +label variable ER70630 "HEHC OTR RPT: DEPRESSION AGE 14--SP" ; +label variable ER70631 "HEHC OTR RPT: DEPRESSION AGE 15--SP" ; +label variable ER70632 "HEHC OTR RPT: DEPRESSION AGE 16--SP" ; +label variable ER70633 "HEHC OTR RPT: DEPRESSION AGE 17+--SP" ; +label variable ER70634 "HEHC OTR RPT: AGE END DEPRESSION--SP" ; +label variable ER70635 "HEHC OTR RPT: DRUG/AL PROB B4 AGE 1--SP" ; +label variable ER70636 "HEHC OTR RPT: DRUG/AL PROB AGE 1--SP" ; +label variable ER70637 "HEHC OTR RPT: DRUG/AL PROB AGE 2--SP" ; +label variable ER70638 "HEHC OTR RPT: DRUG/AL PROB AGE 3--SP" ; +label variable ER70639 "HEHC OTR RPT: DRUG/AL PROB AGE 4--SP" ; +label variable ER70640 "HEHC OTR RPT: DRUG/AL PROB AGE 5--SP" ; +label variable ER70641 "HEHC OTR RPT: DRUG/AL PROB AGE 6--SP" ; +label variable ER70642 "HEHC OTR RPT: DRUG/AL PROB AGE 7--SP" ; +label variable ER70643 "HEHC OTR RPT: DRUG/AL PROB AGE 8--SP" ; +label variable ER70644 "HEHC OTR RPT: DRUG/AL PROB AGE 9--SP" ; +label variable ER70645 "HEHC OTR RPT: DRUG/AL PROB AGE 10--SP" ; +label variable ER70646 "HEHC OTR RPT: DRUG/AL PROB AGE 11--SP" ; +label variable ER70647 "HEHC OTR RPT: DRUG/AL PROB AGE 12--SP" ; +label variable ER70648 "HEHC OTR RPT: DRUG/AL PROB AGE 13--SP" ; +label variable ER70649 "HEHC OTR RPT: DRUG/AL PROB AGE 14--SP" ; +label variable ER70650 "HEHC OTR RPT: DRUG/AL PROB AGE 15--SP" ; +label variable ER70651 "HEHC OTR RPT: DRUG/AL PROB AGE 16--SP" ; +label variable ER70652 "HEHC OTR RPT: DRUG/AL PROB AGE 17+--SP" ; +label variable ER70653 "HEHC OTR RPT: AGE END DRUG/AL PROB--SP" ; +label variable ER70654 "HEHC OTR RPT: OTR PSYCH PROB B4 AGE 1-SP" ; +label variable ER70655 "HEHC OTR RPT: OTR PSYCH PROB AGE 1--SP" ; +label variable ER70656 "HEHC OTR RPT: OTR PSYCH PROB AGE 2--SP" ; +label variable ER70657 "HEHC OTR RPT: OTR PSYCH PROB AGE 3--SP" ; +label variable ER70658 "HEHC OTR RPT: OTR PSYCH PROB AGE 4--SP" ; +label variable ER70659 "HEHC OTR RPT: OTR PSYCH PROB AGE 5--SP" ; +label variable ER70660 "HEHC OTR RPT: OTR PSYCH PROB AGE 6--SP" ; +label variable ER70661 "HEHC OTR RPT: OTR PSYCH PROB AGE 7--SP" ; +label variable ER70662 "HEHC OTR RPT: OTR PSYCH PROB AGE 8--SP" ; +label variable ER70663 "HEHC OTR RPT: OTR PSYCH PROB AGE 9--SP" ; +label variable ER70664 "HEHC OTR RPT: OTR PSYCH PROB AGE 10--SP" ; +label variable ER70665 "HEHC OTR RPT: OTR PSYCH PROB AGE 11--SP" ; +label variable ER70666 "HEHC OTR RPT: OTR PSYCH PROB AGE 12--SP" ; +label variable ER70667 "HEHC OTR RPT: OTR PSYCH PROB AGE 13--SP" ; +label variable ER70668 "HEHC OTR RPT: OTR PSYCH PROB AGE 14--SP" ; +label variable ER70669 "HEHC OTR RPT: OTR PSYCH PROB AGE 15--SP" ; +label variable ER70670 "HEHC OTR RPT: OTR PSYCH PROB AGE 16--SP" ; +label variable ER70671 "HEHC OTR RPT: OTR PSYCH PROB AGE 17+--SP" ; +label variable ER70672 "HEHC OTR RPT: AGE END OTR PSYCH PROB--SP" ; +label variable ER70673 "H49 WTR OTHERS IN FU IN POOR HEALTH" ; +label variable ER70674 "H59A SADNESS IN PAST 30 DAYS" ; +label variable ER70675 "H59B NERVOUS IN PAST 30 DAYS" ; +label variable ER70676 "H59C RESTLESS IN PAST 30 DAYS" ; +label variable ER70677 "H59D HOPELESS IN PAST 30 DAYS" ; +label variable ER70678 "H59E EVERYTHING EFFORT IN PAST 30 DAYS" ; +label variable ER70679 "H59F WORTHLESS IN PAST 30 DAYS" ; +label variable ER70680 "K-6 NON-SPEC PSYCHOL DISTRESS SCALE" ; +label variable ER70681 "H59J HOW MUCH FEELINGS INTERFERE W/LIFE" ; +label variable ER70682 "H61D2 WTR ANY FU MEMBER HLTH INSURANCE" ; +label variable ER70683 "H61J AMT OF FU INSURANCE PREMIUMS" ; +label variable ER70684 "H61J PER FU INSURANCE PREMIUMS" ; +label variable ER70685 "H61JD FU INS PREMIUMS GE 200 PER MO" ; +label variable ER70686 "H61JE FU INS PREMIUMS GE 350 PER MO" ; +label variable ER70687 "H61JF FU INS PREMIUMS GE 100 PER MO" ; +label variable ER70688 "H61K WTR ANY FU MEMBER W/O INSURANCE" ; +label variable ER70689 "H64 TOTAL HOSPITAL/NURSING EXPENSES PY" ; +label variable ER70690 "H65 WTR TOTAL EXPENSE GE 1,000" ; +label variable ER70691 "H66 WTR TOTAL EXPENSE GE 2,000" ; +label variable ER70692 "H67 WTR TOTAL EXPENSE GE 8,000" ; +label variable ER70693 "H69 WTR TOTAL EXPENSE GE 500" ; +label variable ER70694 "H70 TOT DR/OUTPT SURGRY/DENTAL EXPENSES" ; +label variable ER70695 "H71 WTR TOTAL EXPENSE GE 1,000" ; +label variable ER70696 "H72 WTR TOTAL EXPENSE GE 2,500" ; +label variable ER70697 "H74 WTR TOTAL EXPENSE GE 500" ; +label variable ER70698 "H76 TOTAL PRESCRIPTN/OTR SVCS EXPENSES" ; +label variable ER70699 "H77 WTR TOTAL EXPENSE GE 500" ; +label variable ER70700 "H78 WTR TOTAL EXPENSE GE 2,500" ; +label variable ER70701 "H79 WTR TOTAL EXPENSE GE 10,000" ; +label variable ER70702 "H81 WTR TOTAL EXPENSE GE 200" ; +label variable ER70703 "K1 CKPT: WTR NEW SPOUSE IN FU" ; +label variable ER70704 "K2 STATE WHERE FATHER BORN-SP" ; +label variable ER70705 "K3 STATE FATHER GREW UP-SP" ; +label variable ER70706 "K4 WTR FATHER EDUCATED IN US-SP" ; +label variable ER70707 "K5 EDUCATION OF FATHER IN US-SP" ; +label variable ER70708 "K6 WTR FATHER READ/WRITE-SP" ; +label variable ER70709 "K7 CKPT: WTR FATHER ED ALL IN US-SP" ; +label variable ER70710 "K8 YRS FOREIGN EDUCATION OF FATHR-SP" ; +label variable ER70711 "K9 FOREIGN DEGREES OF FATHER-SP" ; +label variable ER70712 "K10 OCCUPATION OF FATHER-SP" ; +label variable ER70713 "K11 INDUSTRY OF FATHER-SP" ; +label variable ER70714 "K12 STATE WHERE MOTHER BORN-SP" ; +label variable ER70715 "K13 STATE MOTHER GREW UP-SP" ; +label variable ER70716 "K14 WTR MOTHER EDUCATED IN US-SP" ; +label variable ER70717 "K15 EDUCATION OF MOTHER IN US-SP" ; +label variable ER70718 "K16 WTR MOTHER READ/WRITE-SP" ; +label variable ER70719 "K17 CKPT: WTR MOTHER ED ALL IN US-SP" ; +label variable ER70720 "K18 YRS FOREIGN EDUCATION OF MOTHR-SP" ; +label variable ER70721 "K19 FOREIGN DEGREES OF MOTHER-SP" ; +label variable ER70722 "K20 OCCUPATION OF MOTHER-SP" ; +label variable ER70723 "K21 INDUSTRY OF MOTHER-SP" ; +label variable ER70724 "K22 WHETHER BROTHERS-SP" ; +label variable ER70725 "K23 # BROTHERS-SPOUSE" ; +label variable ER70726 "K24 WTR ONLY BRO STILL ALIVE-SP" ; +label variable ER70727 "K25 WTR ONLY BRO OLDER THAN SPOUSE" ; +label variable ER70728 "K26 # BROTHERS STILL ALIVE-SP" ; +label variable ER70729 "K27 WTR ANY BRO OLDER THAN SPOUSE" ; +label variable ER70730 "K28 WHETHER SISTERS-SP" ; +label variable ER70731 "K29 # SISTERS-SPOUSE" ; +label variable ER70732 "K30 WTR ONLY SIS STILL ALIVE-SP" ; +label variable ER70733 "K31 WTR ONLY SIS OLDER THAN SPOUSE" ; +label variable ER70734 "K32 # SISTERS STILL ALIVE-SP" ; +label variable ER70735 "K33 WTR ANY SIS OLDER THAN SPOUSE" ; +label variable ER70736 "K33 STATE SPOUSE WAS BORN" ; +label variable ER70737 "K33YR YEAR CAME TO UNITED STATES-SP" ; +label variable ER70738 "K34 GREW UP FARM OR?-SP" ; +label variable ER70739 "K35 STATE WHERE SPOUSE GREW UP" ; +label variable ER70740 "K36 WTR EVER LIVED IN OTR STATE-SP" ; +label variable ER70741 "K37 PARENTS POOR OR?--SP" ; +label variable ER70742 "K38 WTR LIVED W/BOTH PARENTS-SP" ; +label variable ER70743 "K39 SPANISH DESCENT-SPOUSE" ; +label variable ER70744 "K40 RACE OF SPOUSE-MENTION 1" ; +label variable ER70745 "K40 RACE OF SPOUSE-MENTION 2" ; +label variable ER70746 "K40 RACE OF SPOUSE-MENTION 3" ; +label variable ER70747 "K40 RACE OF SPOUSE-MENTION 4" ; +label variable ER70748 "K40A ASIAN ETHNICITY OF SPOUSE" ; +label variable ER70749 "K41 ETHNIC GROUP-SP" ; +label variable ER70750 "K41 NATIONALITY MENTION 1-SP" ; +label variable ER70751 "K41 NATIONALITY MENTION 2-SP" ; +label variable ER70752 "K42 WTR EVER IN MILITARY-SP" ; +label variable ER70753 "YEAR HIGHEST EDUCATION UPDATED-SP" ; +label variable ER70754 "K43 WTR SPOUSE EDUCATED IN US" ; +label variable ER70755 "K44 WTR GRADUATED HS-SP" ; +label variable ER70756 "K45 MO GRADUATED HS-SP" ; +label variable ER70757 "K45 YR GRADUATED HS-SP" ; +label variable ER70758 "K46 GRADE LEVEL IF GED-SP" ; +label variable ER70759 "K47 MO LAST IN SCHOOL IF GED-SP" ; +label variable ER70760 "K47 YR LAST IN SCHOOL IF GED-SP" ; +label variable ER70761 "K48 MO RECEIVED GED-SP" ; +label variable ER70762 "K48 YR RECEIVED GED-SP" ; +label variable ER70763 "K49 GRADE OF SCHOOL FINISHED-SP" ; +label variable ER70764 "K50 MO LAST IN SCHOOL-SP" ; +label variable ER70765 "K50 YR LAST IN SCHOOL-SP" ; +label variable ER70766 "K51 WTR ATTENDED COLLEGE-SP" ; +label variable ER70767 "K52 MO LAST ATTENDED COLLEGE-SP" ; +label variable ER70768 "K52 YR LAST ATTENDED COLLEGE-SP" ; +label variable ER70769 "K53 HGHST YR COLL COMPLETED-SP" ; +label variable ER70770 "K54 WTR RECD COLLEGE DEGREE-SP" ; +label variable ER70771 "K55 HIGHST COLLEGE DEGREE RECD-SP" ; +label variable ER70772 "K55A BACHELOR DEG AREA OF STUDY #1 - SP" ; +label variable ER70773 "K55A BACHELOR DEG AREA OF STUDY #2 - SP" ; +label variable ER70774 "K55D MO RECD BACHELOR'S DEGREE-SP" ; +label variable ER70775 "K55D YR RECD BACHELOR'S DEGREE-SP" ; +label variable ER70776 "K55E HIGHEST DEG AREA OF STUDY #1 - SP" ; +label variable ER70777 "K55E HIGHEST DEG AREA OF STUDY #2 - SP" ; +label variable ER70778 "K58 MO RECD COLLEGE DEGREE-SP" ; +label variable ER70779 "K58 YR RECD COLLEGE DEGREE-SP" ; +label variable ER70780 "K60 YRS FOREIGN EDUCATION-SP" ; +label variable ER70781 "K61 FOREIGN DEGREES-SPOUSE" ; +label variable ER70782 "K61A ENROLLED IN REGULAR SCHOOL - SP" ; +label variable ER70783 "K61B GRADE CURRENTLY ATTENDING - SP" ; +label variable ER70784 "K62 WTR RECD OTR DEG/CERT-SP" ; +label variable ER70785 "K63 TYPE 1ST OTR DEG/CERT-SP" ; +label variable ER70786 "K64 FIELD 1ST OTR DEG/CERT-SP" ; +label variable ER70787 "K65 INST/ORG OF 1ST OTR DEG/CERT-SP" ; +label variable ER70788 "K66 MO RECD 1ST OTR DEG/CERT-SP" ; +label variable ER70789 "K66 YR RECD 1ST OTR DEG/CERT-SP" ; +label variable ER70790 "K67 WTR 2ND DEGREE/CERT-SP" ; +label variable ER70791 "K63 TYPE 2ND OTR DEG/CERT-SP" ; +label variable ER70792 "K64 FIELD 2ND OTR DEG/CERT-SP" ; +label variable ER70793 "K65 INST/ORG OF 2ND OTR DEG/CERT-SP" ; +label variable ER70794 "K66 MO RECD 2ND OTR DEG/CERT-SP" ; +label variable ER70795 "K66 YR RECD 2ND OTR DEG/CERT-SP" ; +label variable ER70796 "K67 WTR 3RD DEGREE/CERT-SP" ; +label variable ER70797 "K63 TYPE 3RD OTR DEG/CERT-SP" ; +label variable ER70798 "K64 FIELD 3RD OTR DEG/CERT-SP" ; +label variable ER70799 "K65 INST/ORG OF 3RD OTR DEG/CERT-SP" ; +label variable ER70800 "K66 MO RECD 3RD OTR DEG/CERT-SP" ; +label variable ER70801 "K66 YR RECD 3RD OTR DEG/CERT-SP" ; +label variable ER70802 "K67 WTR 4TH DEGREE/CERT-SP" ; +label variable ER70803 "K68 RELIGIOUS PREFERENCE-SP" ; +label variable ER70804 "K69 RELIG DENOMINATION-SP" ; +label variable ER70805 "K70 #YRS WRKD SINCE 18-SP" ; +label variable ER70806 "K71 #YR WRKED FULLTIME-SP" ; +label variable ER70807 "K72 OCCUPATION 1ST FULL TIME JOB-SP" ; +label variable ER70808 "K73 INDUSTRY 1ST FULL-TIME JOB-SP" ; +label variable ER70809 "K74 WTR ATTND SCHOOL SINCE LAST IW-SP" ; +label variable ER70810 "K74C WHERE RCVD EDUCATION - SP" ; +label variable ER70811 "K76CKPT COMPLETED LESS HS/GED - SP" ; +label variable ER70812 "K76 WTR GRADUATED FROM HS/GED-SP" ; +label variable ER70813 "K77 MONTH GRADUATED FROM HS-SP" ; +label variable ER70814 "K77 YEAR GRADUATED FROM HS-SP" ; +label variable ER70815 "K77A GRADES CMPLT BEFORE GED - SP" ; +label variable ER70816 "K77A MO LAST ATTEND REGULAR SCHOOL - SP" ; +label variable ER70817 "K77A YR LAST ATTEND REGULAR SCHOOL -SP" ; +label variable ER70818 "K78 MONTH RECEIVED GED-SP" ; +label variable ER70819 "K78 YEAR RECEIVED GED-SP" ; +label variable ER70820 "K78A GRADES COMPLETED - SP" ; +label variable ER70821 "K78A MO LAST ATTEND REGULAR SCHOOL - SP" ; +label variable ER70822 "K78A YR LAST ATTEND REGULAR SCHOOL -SP" ; +label variable ER70823 "K78B ATTEND COLLEGE SINCE LAST IW - SP" ; +label variable ER70824 "K78BMO MONTH LAST ATTEND COLLGE - SP" ; +label variable ER70825 "K78BYR YEAR LAST ATTEND COLLGE - SP" ; +label variable ER70826 "K78D HIGHEST YR COLLEGE COMPLETED - SP" ; +label variable ER70827 "K78E RECEIVE DEGREE SINCE LAST IW - SP" ; +label variable ER70828 "K78F1 HIGHEST DEGREE EARNED - SP" ; +label variable ER70829 "K78F2 AREA STUDY BACHELOR DEG MEN#1 - SP" ; +label variable ER70830 "K78F2 AREA STUDY BACHELOR DEG MEN#2 - SP" ; +label variable ER70831 "K78F5 MONTH REC BACHELOR DEGREE-SP" ; +label variable ER70832 "K78F5 YEAR REC BACHELOR DEGREE-SP" ; +label variable ER70833 "K78G AREA OF STUDY HIGHEST DEG MEN #1-SP" ; +label variable ER70834 "K78G AREA OF STUDY HIGHEST DEG MEN #2-SP" ; +label variable ER70835 "K83 MONTH REC HIGHEST COLLEGE DEGREE-SP" ; +label variable ER70836 "K83 YEAR REC HIGHEST COLLEGE DEGREE-SP" ; +label variable ER70837 "K83A YRS SCHOOL COMPLETE OUTSIDE US - SP" ; +label variable ER70838 "K83B HIGHEST DEG EARNED OUTSIDE US - SP" ; +label variable ER70839 "K84 WTR CURRENTLY ENROLLED-SP" ; +label variable ER70840 "K84A GRADE CURRENTLY ATTENDING -SP" ; +label variable ER70841 "L1 CKPT: WTR NEW REFERENCE PERSON IN FU" ; +label variable ER70842 "L2 STATE WHERE FATHER BORN-RP" ; +label variable ER70843 "L3 STATE FATHER GREW UP-RP" ; +label variable ER70844 "L4 WTR FATHER EDUCATED IN US-RP" ; +label variable ER70845 "L5 EDUCATION OF FATHER IN US-RP" ; +label variable ER70846 "L6 WTR FATHER READ/WRITE-RP" ; +label variable ER70847 "L7 CKPT: WTR FATHER ED ALL IN US-RP" ; +label variable ER70848 "L8 YRS FOREIGN EDUCATION OF FATHR-RP" ; +label variable ER70849 "L9 FOREIGN DEGREES OF FATHER-RP" ; +label variable ER70850 "L10 OCCUPATION OF FATHER-RP" ; +label variable ER70851 "L11 INDUSTRY OF FATHER-RP" ; +label variable ER70852 "L12 STATE WHERE MOTHER BORN-RP" ; +label variable ER70853 "L13 STATE MOTHER GREW UP-RP" ; +label variable ER70854 "L14 WTR MOTHER EDUCATED IN US-H" ; +label variable ER70855 "L15 EDUCATION OF MOTHER IN US-RP" ; +label variable ER70856 "L16 WTR MOTHER READ/WRITE-RP" ; +label variable ER70857 "L17 CKPT: WTR MOTHER ED ALL IN US-RP" ; +label variable ER70858 "L18 YRS FOREIGN EDUCATION OF MOTHR-RP" ; +label variable ER70859 "L19 FOREIGN DEGREES OF MOTHER-RP" ; +label variable ER70860 "L20 OCCUPATION OF MOTHER-RP" ; +label variable ER70861 "L21 INDUSTRY OF MOTHER-RP" ; +label variable ER70862 "L22 WHETHER BROTHERS-RP" ; +label variable ER70863 "L23 # BROTHERS-RP" ; +label variable ER70864 "L24 WTR ONLY BRO STILL ALIVE-RP" ; +label variable ER70865 "L25 WTR ONLY BRO OLDER THAN REF PERSON" ; +label variable ER70866 "L26 # BROTHERS STILL ALIVE-RP" ; +label variable ER70867 "L27 WTR ANY BRO OLDER THAN REF PERSON" ; +label variable ER70868 "L28 WHETHER SISTERS-RP" ; +label variable ER70869 "L29 # SISTERS-RP" ; +label variable ER70870 "L30 WTR ONLY SIS STILL ALIVE-RP" ; +label variable ER70871 "L31 WTR ONLY SIS OLDER THAN REF PERSON" ; +label variable ER70872 "L32 # SISTERS STILL ALIVE-RP" ; +label variable ER70873 "L33 WTR ANY SIS OLDER THAN REF PERSON" ; +label variable ER70874 "L33 STATE REFERENCE PERSON WAS BORN" ; +label variable ER70875 "L33YR YEAR CAME TO UNITED STATES-RP" ; +label variable ER70876 "L34 GREW UP FARM OR?-RP" ; +label variable ER70877 "L35 STATE WHERE REF PERSON GREW UP" ; +label variable ER70878 "L36 WTR EVER LIVED IN OTR STATE-RP" ; +label variable ER70879 "L37 PARENTS POOR OR?--RP" ; +label variable ER70880 "L38 WTR LIVED W/BOTH PARENTS-RP" ; +label variable ER70881 "L39 SPANISH DESCENT-RP" ; +label variable ER70882 "L40 RACE OF REFERENCE PERSON-MENTION 1" ; +label variable ER70883 "L40 RACE OF REFERENCE PERSON-MENTION 2" ; +label variable ER70884 "L40 RACE OF REFERENCE PERSON-MENTION 3" ; +label variable ER70885 "L40 RACE OF REFERENCE PERSON-MENTION 4" ; +label variable ER70886 "L40A ASIAN ETHNICITY OF REFERENCE PERSON" ; +label variable ER70887 "L41 ETHNIC GROUP-RP" ; +label variable ER70888 "L41 NATIONALITY MENTION 1-RP" ; +label variable ER70889 "L41 NATIONALITY MENTION 2-RP" ; +label variable ER70890 "L42 WTR EVER IN MILITARY-RP" ; +label variable ER70891 "YEAR HIGHEST EDUCATION UPDATED-RP" ; +label variable ER70892 "L43 WTR REF PERSON EDUCATED IN US" ; +label variable ER70893 "L44 WTR GRADUATED HS-RP" ; +label variable ER70894 "L45 MO GRADUATED HS-RP" ; +label variable ER70895 "L45 YR GRADUATED HS-RP" ; +label variable ER70896 "L46 GRADE LEVEL IF GED-RP" ; +label variable ER70897 "L47 MO LAST IN SCHOOL IF GED-RP" ; +label variable ER70898 "L47 YR LAST IN SCHOOL IF GED-RP" ; +label variable ER70899 "L48 MO RECEIVED GED-RP" ; +label variable ER70900 "L48 YR RECEIVED GED-RP" ; +label variable ER70901 "L49 GRADE OF SCHOOL FINISHED-RP" ; +label variable ER70902 "L50 MO LAST IN SCHOOL-RP" ; +label variable ER70903 "L50 YR LAST IN SCHOOL-RP" ; +label variable ER70904 "L51 WTR ATTENDED COLLEGE-RP" ; +label variable ER70905 "L52 MO LAST ATTENDED COLLEGE-RP" ; +label variable ER70906 "L52 YR LAST ATTENDED COLLEGE-RP" ; +label variable ER70907 "L53 HGHST YR COLL COMPLETED-RP" ; +label variable ER70908 "L54 WTR RECD COLLEGE DEGREE-RP" ; +label variable ER70909 "L55 HGHST COLLEGE DEGREE RECD-RP" ; +label variable ER70910 "L55A BACHELOR DEG AREA OF STUDY #1 - RP" ; +label variable ER70911 "L55A BACHELOR DEG AREA OF STUDY #2 - RP" ; +label variable ER70912 "L55D MO RECD BACHELOR'S DEGREE-RP" ; +label variable ER70913 "L55D YR RECD BACHELOR'S DEGREE-RP" ; +label variable ER70914 "L55E HIGHEST DEG AREA OF STUDY #1 - RP" ; +label variable ER70915 "L55E HIGHEST DEG AREA OF STUDY #2 - RP" ; +label variable ER70916 "L58 MO RECD COLLEGE DEGREE-RP" ; +label variable ER70917 "L58 YR RECD COLLEGE DEGREE-RP" ; +label variable ER70918 "L60 YRS FOREIGN EDUCATION-RP" ; +label variable ER70919 "L61 FOREIGN DEGREES-RP" ; +label variable ER70920 "L61A ENROLLED IN REGULAR SCHOOL - RP" ; +label variable ER70921 "L61B GRADE CURRENTLY ATTENDING - RP" ; +label variable ER70922 "L62 WTR REC OTR DEG/CERT-RP" ; +label variable ER70923 "L63 TYPE 1ST OTR DEG/CERT-RP" ; +label variable ER70924 "L64 FIELD 1ST OTR DEG/CERT-RP" ; +label variable ER70925 "L65 INST/ORG OF 1ST OTR DEG/CERT-RP" ; +label variable ER70926 "L66 MO RECD 1ST OTR DEG/CERT-RP" ; +label variable ER70927 "L66 YR RECD 1ST OTR DEG/CERT-RP" ; +label variable ER70928 "L67 WTR 2ND DEGREE/CERT-RP" ; +label variable ER70929 "L63 TYPE 2ND OTR DEG/CERT-RP" ; +label variable ER70930 "L64 FIELD 2ND OTR DEG/CERT-RP" ; +label variable ER70931 "L65 INST/ORG OF 2ND OTR DEG/CERT-RP" ; +label variable ER70932 "L66 MO RECD 2ND OTR DEG/CERT-RP" ; +label variable ER70933 "L66 YR RECD 2ND OTR DEG/CERT-RP" ; +label variable ER70934 "L67 WTR 3RD DEGREE/CERT-RP" ; +label variable ER70935 "L63 TYPE 3RD OTR DEG/CERT-RP" ; +label variable ER70936 "L64 FIELD 3RD OTR DEG/CERT-RP" ; +label variable ER70937 "L65 INST/ORG OF 3RD OTR DEG/CERT-RP" ; +label variable ER70938 "L66 MO RECD 3RD OTR DEG/CERT-RP" ; +label variable ER70939 "L66 YR RECD 3RD OTR DEG/CERT-RP" ; +label variable ER70940 "L67 WTR 4TH DEGREE/CERT-RP" ; +label variable ER70941 "L68 RELIGIOUS PREFERENCE-RP" ; +label variable ER70942 "L69 RELIG DENOMINATION-RP" ; +label variable ER70943 "L70 #YRS WRKD SINCE 18-RP" ; +label variable ER70944 "L71 #YR WRKED FULLTIME-RP" ; +label variable ER70945 "L72 OCCUPATION 1ST FULL TIME JOB-RP" ; +label variable ER70946 "L73 INDUSTRY 1ST FULL TIME JOB-RP" ; +label variable ER70947 "L74 WTR ATTND SCHOOL SINCE LAST IW-RP" ; +label variable ER70948 "L74C WHERE RCVD EDUCATION - RP" ; +label variable ER70949 "L76CKPT COMPLETED LESS HS/GED - RP" ; +label variable ER70950 "L76 WTR GRADUATED FROM HS/GED-RP" ; +label variable ER70951 "L77 MONTH GRADUATED FROM HS-RP" ; +label variable ER70952 "L77 YEAR GRADUATED FROM HS-RP" ; +label variable ER70953 "L77A GRADES CMPLT BEFORE GED - RP" ; +label variable ER70954 "L77A MO LAST ATTD SCHOOL BEFORE GED - RP" ; +label variable ER70955 "L77A YR LAST ATTD SCHOOL BEFORE GED -RP" ; +label variable ER70956 "L78 MONTH RECEIVED GED-RP" ; +label variable ER70957 "L78 YEAR RECEIVED GED-RP" ; +label variable ER70958 "L78A GRADES COMPLETED - RP" ; +label variable ER70959 "L78A MO LAST ATTEND REGULAR SCHOOL - RP" ; +label variable ER70960 "L78A YR LAST ATTEND REGULAR SCHOOL -RP" ; +label variable ER70961 "L78B ATTEND COLLGE SINCE LAST IW - RP" ; +label variable ER70962 "L78BMO MONTH LAST ATTEND COLLEGE - RP" ; +label variable ER70963 "L78BYR YEAR LAST ATTEND COLLEGE - RP" ; +label variable ER70964 "L78D HIGHEST YR COLLEGE COMPLETED - RP" ; +label variable ER70965 "L78E RECEIVE DEGREE SINCE LAST IW - RP" ; +label variable ER70966 "L78F1 HIGHEST DEGREE EARNED - RP" ; +label variable ER70967 "L78F2 AREA STUDY BACHELOR DEG MEN#1 - RP" ; +label variable ER70968 "L78F2 AREA STUDY BACHELOR DEG MEN#2 - RP" ; +label variable ER70969 "L78F5 MONTH REC BACHELOR DEGREE-RP" ; +label variable ER70970 "L78F5 YEAR REC BACHELOR DEGREE-RP" ; +label variable ER70971 "L78G AREA OF STUDY HIGHEST DEG MEN #1-RP" ; +label variable ER70972 "L78G AREA OF STUDY HIGHEST DEG MEN #2-RP" ; +label variable ER70973 "L83 MONTH REC HIGHEST COLLEGE DEGREE-RP" ; +label variable ER70974 "L83 YEAR REC HIGHEST COLLEGE DEGREE-RP" ; +label variable ER70975 "L83A YRS SCHOOL COMPLETE OUTSIDE US - RP" ; +label variable ER70976 "L83B HIGHEST DEG EARNED OUTSIDE US - RP" ; +label variable ER70977 "L84 WTR CURRENTLY ENROLLED-RP" ; +label variable ER70978 "L84A GRADE CURRENTLY ATTENDING -RP" ; +label variable ER70979 "IMM17CKPT WTR IMM 2017 SAMPLE" ; +label variable ER70980 "IMM 2016 SCREENING STATUS FOR THIS FU" ; +label variable ER70981 "IMM1 EVER SPOKEN OTR LANGUAGES-RP" ; +label variable ER70982 "IMM2 ANY ADDITIONAL LANG AT HOME-RP" ; +label variable ER70983 "IMM3 LANG AT HOME GROWING UP- MEN 1-RP" ; +label variable ER70984 "IMM3 LANG AT HOME GROWING UP- MEN 2-RP" ; +label variable ER70985 "IMM3 LANG AT HOME GROWING UP- MEN 3-RP" ; +label variable ER70986 "IMM3 LANG AT HOME GROWING UP- MEN 4-RP" ; +label variable ER70987 "IMM3 LANG AT HOME GROWING UP- MEN 5-RP" ; +label variable ER70988 "IMM4 LANG AT HOME NOW- MEN 1-RP" ; +label variable ER70989 "IMM4 LANG AT HOME NOW- MEN 2-RP" ; +label variable ER70990 "IMM4 LANG AT HOME NOW- MEN 3-RP" ; +label variable ER70991 "IMM4 LANG AT HOME NOW- MEN 4-RP" ; +label variable ER70992 "IMM4 LANG AT HOME NOW- MEN 5-RP" ; +label variable ER70993 "IMM5 LANG OUTSIDE HOME- MEN 1-RP" ; +label variable ER70994 "IMM5 LANG OUTSIDE HOME- MEN 2-RP" ; +label variable ER70995 "IMM5 LANG OUTSIDE HOME- MEN 3-RP" ; +label variable ER70996 "IMM5 LANG OUTSIDE HOME- MEN 4-RP" ; +label variable ER70997 "IMM5 LANG OUTSIDE HOME- MEN 5-RP" ; +label variable ER70998 "IMM6 LANG WITH FRIENDS- MEN 1-RP" ; +label variable ER70999 "IMM6 LANG WITH FRIENDS- MEN 2-RP" ; +label variable ER71000 "IMM6 LANG WITH FRIENDS- MEN 3-RP" ; +label variable ER71001 "IMM6 LANG WITH FRIENDS- MEN 4-RP" ; +label variable ER71002 "IMM6 LANG WITH FRIENDS- MEN 5-RP" ; +label variable ER71003 "IMM7CKPT LANGUAGES SELECTED-RP" ; +label variable ER71004 "IMM7 OTR LANG SPEAK/READ MOST OFTEN-RP" ; +label variable ER71005 "IMM8 WTR ENGLISH/OTR LANG MORE OFTEN-RP" ; +label variable ER71006 "IMM9 HOW WELL UNDERSTAND ENGLISH-RP" ; +label variable ER71007 "IMM10 HOW WELL SPEAK ENGLISH-RP" ; +label variable ER71008 "IMM11 HOW WELL READ ENGLISH-RP" ; +label variable ER71009 "IMM12 HOW WELL WRITE ENGLISH-RP" ; +label variable ER71010 "IMM1 EVER SPOKEN OTR LANGUAGES-SP" ; +label variable ER71011 "IMM2 ANY ADDITIONAL LANG AT HOME-SP" ; +label variable ER71012 "IMM3 LANG AT HOME GROWING UP- MEN 1-SP" ; +label variable ER71013 "IMM3 LANG AT HOME GROWING UP- MEN 2-SP" ; +label variable ER71014 "IMM3 LANG AT HOME GROWING UP- MEN 3-SP" ; +label variable ER71015 "IMM3 LANG AT HOME GROWING UP- MEN 4-SP" ; +label variable ER71016 "IMM3 LANG AT HOME GROWING UP- MEN 5-SP" ; +label variable ER71017 "IMM4 LANG AT HOME NOW- MEN 1-SP" ; +label variable ER71018 "IMM4 LANG AT HOME NOW- MEN 2-SP" ; +label variable ER71019 "IMM4 LANG AT HOME NOW- MEN 3-SP" ; +label variable ER71020 "IMM4 LANG AT HOME NOW- MEN 4-SP" ; +label variable ER71021 "IMM4 LANG AT HOME NOW- MEN 5-SP" ; +label variable ER71022 "IMM5 LANG OUTSIDE HOME- MEN 1-SP" ; +label variable ER71023 "IMM5 LANG OUTSIDE HOME- MEN 2-SP" ; +label variable ER71024 "IMM5 LANG OUTSIDE HOME- MEN 3-SP" ; +label variable ER71025 "IMM5 LANG OUTSIDE HOME- MEN 4-SP" ; +label variable ER71026 "IMM5 LANG OUTSIDE HOME- MEN 5-SP" ; +label variable ER71027 "IMM6 LANG WITH FRIENDS- MEN 1-SP" ; +label variable ER71028 "IMM6 LANG WITH FRIENDS- MEN 2-SP" ; +label variable ER71029 "IMM6 LANG WITH FRIENDS- MEN 3-SP" ; +label variable ER71030 "IMM6 LANG WITH FRIENDS- MEN 4-SP" ; +label variable ER71031 "IMM6 LANG WITH FRIENDS- MEN 5-SP" ; +label variable ER71032 "IMM7CKPT LANGUAGES SELECTED-SP" ; +label variable ER71033 "IMM7 OTR LANG SPEAK/READ MOST OFTEN-SP" ; +label variable ER71034 "IMM8 WTR ENGLISH/OTR LANG MORE OFTEN-SP" ; +label variable ER71035 "IMM9 HOW WELL UNDERSTAND ENGLISH-SP" ; +label variable ER71036 "IMM10 HOW WELL SPEAK ENGLISH-SP" ; +label variable ER71037 "IMM11 HOW WELL READ ENGLISH-SP" ; +label variable ER71038 "IMM12 HOW WELL WRITE ENGLISH-SP" ; +label variable ER71039 "M1CKPT WTR PROXY RESPONDENT" ; +label variable ER71040 "M1 WTR DONATION>25 TO CHARITY LAST YEAR" ; +label variable ER71041 "M2 WTR DONATED TO RELIGIOUS ORGANIZATION" ; +label variable ER71042 "M2A DOLLAR AMT OF RELIGIOUS DONATIONS" ; +label variable ER71043 "M3 WTR DONATD TO COMBO PURPOSE ORGANIZTN" ; +label variable ER71044 "M3A DOLLAR AMT OF COMBO DONATIONS" ; +label variable ER71045 "M4 WTR DONATED TO ORGANIZATION FOR NEEDY" ; +label variable ER71046 "M4A DOLLAR AMT OF NEEDY DONATIONS" ; +label variable ER71047 "M5 WTR DONATED TO ORGANIZATN FOR HEALTH" ; +label variable ER71048 "M5A DOLLAR AMT OF HEALTH DONATIONS" ; +label variable ER71049 "M6 WTR DONATED TO ORGANZTION FOR EDUCATN" ; +label variable ER71050 "M6A DOLLAR AMT OF EDUCATION DONATIONS" ; +label variable ER71051 "M7 WTR DONATED TO YOUTH ORGANIZATIONS" ; +label variable ER71052 "M7A DOLLAR AMT OF YOUTH ORG DONATIONS" ; +label variable ER71053 "M8 WTR DONATED TO CULTURAL ORGS" ; +label variable ER71054 "M8A DOLLAR AMT OF CULTURAL DONATIONS" ; +label variable ER71055 "M9 WTR DONATED TO COMMUNITY ORGS" ; +label variable ER71056 "M9A DOLLAR AMT OF COMMUNITY DONATIONS" ; +label variable ER71057 "M10 WTR DONATED TO ENVIRONMENT ORGS" ; +label variable ER71058 "M10A DOLLAR AMT OF ENVIRONMENT DONATION" ; +label variable ER71059 "M11 WTR DONATED TO INTERNATL/PEACE ORG" ; +label variable ER71060 "M11A DOLLAR AMT OF INTERNATL/PEACE DNTN" ; +label variable ER71061 "M12 WTR DONATED TO OTHER ORGANIZATIONS" ; +label variable ER71062 "M12 TYPE ORGANIZATION DONATED TO" ; +label variable ER71063 "M12B DOLLAR AMT OF OTHER DONATIONS" ; +label variable ER71064 "M56A FREQ ATTEND RELIGIOUS SVCS-RP" ; +label variable ER71065 "M56B FREQ RELIGIOUS SERVICES PER-RP" ; +label variable ER71066 "M57A FREQ ATTEND RELIGIOUS SVCS-SP" ; +label variable ER71067 "M57B FREQ RELIGIOUS SERVICES PER-SP" ; +label variable ER71068 "BC8 WTR UNEMPLOYED IN 2015 (RP)" ; +label variable ER71069 "BC8 WEEKS UNEMPLOYED IN 2015 (RP)" ; +label variable ER71070 "BC8 WTR UNEMPLOYED JAN 2015-RP" ; +label variable ER71071 "BC8 WTR UNEMPLOYED FEB 2015-RP" ; +label variable ER71072 "BC8 WTR UNEMPLOYED MAR 2015-RP" ; +label variable ER71073 "BC8 WTR UNEMPLOYED APR 2015-RP" ; +label variable ER71074 "BC8 WTR UNEMPLOYED MAY 2015-RP" ; +label variable ER71075 "BC8 WTR UNEMPLOYED JUN 2015-RP" ; +label variable ER71076 "BC8 WTR UNEMPLOYED JUL 2015-RP" ; +label variable ER71077 "BC8 WTR UNEMPLOYED AUG 2015-RP" ; +label variable ER71078 "BC8 WTR UNEMPLOYED SEP 2015-RP" ; +label variable ER71079 "BC8 WTR UNEMPLOYED OCT 2015-RP" ; +label variable ER71080 "BC8 WTR UNEMPLOYED NOV 2015-RP" ; +label variable ER71081 "BC8 WTR UNEMPLOYED DEC 2015-RP" ; +label variable ER71082 "BC7 WTR OUT OF LABOR FORCE IN 2015 (RP)" ; +label variable ER71083 "BC7 WKS OUT OF LABOR FORCE IN 2015 (RP)" ; +label variable ER71084 "BC7 WTR OUT LAB FORCE JAN 2015-RP" ; +label variable ER71085 "BC7 WTR OUT LAB FORCE FEB 2015-RP" ; +label variable ER71086 "BC7 WTR OUT LAB FORCE MAR 2015-RP" ; +label variable ER71087 "BC7 WTR OUT LAB FORCE APR 2015-RP" ; +label variable ER71088 "BC7 WTR OUT LAB FORCE MAY 2015-RP" ; +label variable ER71089 "BC7 WTR OUT LAB FORCE JUN 2015-RP" ; +label variable ER71090 "BC7 WTR OUT LAB FORCE JUL 2015-RP" ; +label variable ER71091 "BC7 WTR OUT LAB FORCE AUG 2015-RP" ; +label variable ER71092 "BC7 WTR OUT LAB FORCE SEP 2015-RP" ; +label variable ER71093 "BC7 WTR OUT LAB FORCE OCT 2015-RP" ; +label variable ER71094 "BC7 WTR OUT LAB FORCE NOV 2015-RP" ; +label variable ER71095 "BC7 WTR OUT LAB FORCE DEC 2015-RP" ; +label variable ER71096 "WTR EMPLOYED IN 2015 (RP)" ; +label variable ER71097 "WEEKS EMPLOYED IN 2015 (RP)" ; +label variable ER71098 "NUMBER OF JOBS IN 2015-RP" ; +label variable ER71099 "BC8 WTR EMPLOYED JAN 2015-RP" ; +label variable ER71100 "BC8 WTR EMPLOYED FEB 2015-RP" ; +label variable ER71101 "BC8 WTR EMPLOYED MAR 2015-RP" ; +label variable ER71102 "BC8 WTR EMPLOYED APR 2015-RP" ; +label variable ER71103 "BC8 WTR EMPLOYED MAY 2015-RP" ; +label variable ER71104 "BC8 WTR EMPLOYED JUN 2015-RP" ; +label variable ER71105 "BC8 WTR EMPLOYED JUL 2015-RP" ; +label variable ER71106 "BC8 WTR EMPLOYED AUG 2015-RP" ; +label variable ER71107 "BC8 WTR EMPLOYED SEP 2015-RP" ; +label variable ER71108 "BC8 WTR EMPLOYED OCT 2015-RP" ; +label variable ER71109 "BC8 WTR EMPLOYED NOV 2015-RP" ; +label variable ER71110 "BC8 WTR EMPLOYED DEC 2015-RP" ; +label variable ER71111 "BC14EE HOURS/WK WORKED IN 2015 (RP)" ; +label variable ER71112 "ACCURACY OF HRS/WK WORKED IN 2015 (RP)" ; +label variable ER71113 "R2 LABOR INCOME 2015 (RP)" ; +label variable ER71114 "R2 PER FOR LABOR INCOME 2015 (RP)" ; +label variable ER71115 "ACCURACY OF LABOR INCOME 2015 (RP)" ; +label variable ER71116 "DE8 WTR UNEMPLOYED IN 2015 (SP)" ; +label variable ER71117 "DE8 WEEKS UNEMPLOYED IN 2015 (SP)" ; +label variable ER71118 "DE8 WTR UNEMPLOYED JAN 2015-SP" ; +label variable ER71119 "DE8 WTR UNEMPLOYED FEB 2015-SP" ; +label variable ER71120 "DE8 WTR UNEMPLOYED MAR 2015-SP" ; +label variable ER71121 "DE8 WTR UNEMPLOYED APR 2015-SP" ; +label variable ER71122 "DE8 WTR UNEMPLOYED MAY 2015-SP" ; +label variable ER71123 "DE8 WTR UNEMPLOYED JUN 2015-SP" ; +label variable ER71124 "DE8 WTR UNEMPLOYED JUL 2015-SP" ; +label variable ER71125 "DE8 WTR UNEMPLOYED AUG 2015-SP" ; +label variable ER71126 "DE8 WTR UNEMPLOYED SEP 2015-SP" ; +label variable ER71127 "DE8 WTR UNEMPLOYED OCT 2015-SP" ; +label variable ER71128 "DE8 WTR UNEMPLOYED NOV 2015-SP" ; +label variable ER71129 "DE8 WTR UNEMPLOYED DEC 2015-SP" ; +label variable ER71130 "DE7 WTR OUT OF LABOR FORCE IN 2015 (SP)" ; +label variable ER71131 "DE7 WKS OUT OF LABOR FORCE IN 2015 (SP)" ; +label variable ER71132 "DE7 WTR OUT LAB FORCE JAN 2015-SP" ; +label variable ER71133 "DE7 WTR OUT LAB FORCE FEB 2015-SP" ; +label variable ER71134 "DE7 WTR OUT LAB FORCE MAR 2015-SP" ; +label variable ER71135 "DE7 WTR OUT LAB FORCE APR 2015-SP" ; +label variable ER71136 "DE7 WTR OUT LAB FORCE MAY 2015-SP" ; +label variable ER71137 "DE7 WTR OUT LAB FORCE JUN 2015-SP" ; +label variable ER71138 "DE7 WTR OUT LAB FORCE JUL 2015-SP" ; +label variable ER71139 "DE7 WTR OUT LAB FORCE AUG 2015-SP" ; +label variable ER71140 "DE7 WTR OUT LAB FORCE SEP 2015-SP" ; +label variable ER71141 "DE7 WTR OUT LAB FORCE OCT 2015-SP" ; +label variable ER71142 "DE7 WTR OUT LAB FORCE NOV 2015-SP" ; +label variable ER71143 "DE7 WTR OUT LAB FORCE DEC 2015-SP" ; +label variable ER71144 "WTR EMPLOYED IN 2015 (SP)" ; +label variable ER71145 "WEEKS EMPLOYED IN 2015 (SP)" ; +label variable ER71146 "NUMBER OF JOBS IN 2015-SP" ; +label variable ER71147 "DE8 WTR EMPLOYED JAN 2015-SP" ; +label variable ER71148 "DE8 WTR EMPLOYED FEB 2015-SP" ; +label variable ER71149 "DE8 WTR EMPLOYED MAR 2015-SP" ; +label variable ER71150 "DE8 WTR EMPLOYED APR 2015-SP" ; +label variable ER71151 "DE8 WTR EMPLOYED MAY 2015-SP" ; +label variable ER71152 "DE8 WTR EMPLOYED JUN 2015-SP" ; +label variable ER71153 "DE8 WTR EMPLOYED JUL 2015-SP" ; +label variable ER71154 "DE8 WTR EMPLOYED AUG 2015-SP" ; +label variable ER71155 "DE8 WTR EMPLOYED SEP 2015-SP" ; +label variable ER71156 "DE8 WTR EMPLOYED OCT 2015-SP" ; +label variable ER71157 "DE8 WTR EMPLOYED NOV 2015-SP" ; +label variable ER71158 "DE8 WTR EMPLOYED DEC 2015-SP" ; +label variable ER71159 "DE14EE HOURS/WK WORKED IN 2015 (SP)" ; +label variable ER71160 "ACCURACY OF HRS/WK WORKED IN 2015 (SP)" ; +label variable ER71161 "R2 LABOR INCOME 2015 (SP)" ; +label variable ER71162 "R2 PER FOR LABOR INCOME 2015 (SP)" ; +label variable ER71163 "ACCURACY OF LABOR INCOME 2015 (SP)" ; +label variable ER71164 "WHO WAS RESPONDENT" ; +label variable ER71165 "# CALLS FOR IW" ; +label variable ER71166 "LANGUAGE OF INTERVIEW" ; +label variable ER71167 "IO26 WTR HOSTILE TO ASKING MED #" ; +label variable ER71168 "IO26 WTR NOT TRUTHFUL TO ASKING MED #" ; +label variable ER71169 "IO26 WTR NOT ABLE TO REMEMBER MED #" ; +label variable ER71170 "IO26 WTR CONF/PRIV CRNS ABOUT MED #" ; +label variable ER71171 "IO26 WTR NO REACTION TO ASKING MED #" ; +label variable ER71172 "IO26 WTR OTR REACTION TO ASKING MED #" ; +label variable ER71173 "IO28 WTR HELP W SCT A - HLPR 1" ; +label variable ER71174 "IO28 WTR HELP W SCT BCDE EHC - HLPR 1" ; +label variable ER71175 "IO28 WTR HELP W SCT BCDE - HLPR 1" ; +label variable ER71176 "IO28 WTR HELP W SCT F - HLPR 1" ; +label variable ER71177 "IO28 WTR HELP W SCT G - HLPR 1" ; +label variable ER71178 "IO28 WTR HELP W SCT W - HLPR 1" ; +label variable ER71179 "IO28 WTR HELP W SCT P - HLPR 1" ; +label variable ER71180 "IO28 WTR HELP W SCT H - HLPR 1" ; +label variable ER71181 "IO28 WTR HELP W SCT HEHC SCRN - HLPR 1" ; +label variable ER71182 "IO28 WTR HELP W SCT HEHC - HLPR 1" ; +label variable ER71183 "IO28 WTR HELP W SCT J - HLPR 1" ; +label variable ER71184 "IO28 WTR HELP W SCT KL - HLPR 1" ; +label variable ER71185 "IO28 WTR HELP W SCT M - HLPR 1" ; +label variable ER71186 "IO28 WTR HELP W ADDR - HLPR 1" ; +label variable ER71187 "IO28 WTR HELP W SCT IMM - HLPR 1" ; +label variable ER71188 "IO28 WTR HELP W OTHER- HLPR 1" ; +label variable ER71189 "IO28 WTR HELP W SCT A - HLPR 2" ; +label variable ER71190 "IO28 WTR HELP W SCT BCDE EHC - HLPR 2" ; +label variable ER71191 "IO28 WTR HELP W SCT BCDE - HLPR 2" ; +label variable ER71192 "IO28 WTR HELP W SCT F - HLPR 2" ; +label variable ER71193 "IO28 WTR HELP W SCT G - HLPR 2" ; +label variable ER71194 "IO28 WTR HELP W SCT W - HLPR 2" ; +label variable ER71195 "IO28 WTR HELP W SCT P - HLPR 2" ; +label variable ER71196 "IO28 WTR HELP W SCT H - HLPR 2" ; +label variable ER71197 "IO28 WTR HELP W SCT HEHC SCRN - HLPR 2" ; +label variable ER71198 "IO28 WTR HELP W SCT HEHC - HLPR 2" ; +label variable ER71199 "IO28 WTR HELP W SCT J - HLPR 2" ; +label variable ER71200 "IO28 WTR HELP W SCT KL - HLPR 2" ; +label variable ER71201 "IO28 WTR HELP W SCT M - HLPR 2" ; +label variable ER71202 "IO28 WTR HELP W ADDR - HLPR 2" ; +label variable ER71203 "IO28 WTR HELP W SCT IMM - HLPR 2" ; +label variable ER71204 "IO28 WTR HELP W OTHER- HLPR 2" ; +label variable ER71205 "IO28 WTR HELP W SCT A - HLPR 3" ; +label variable ER71206 "IO28 WTR HELP W SCT BCDE EHC - HLPR 3" ; +label variable ER71207 "IO28 WTR HELP W SCT BCDE - HLPR 3" ; +label variable ER71208 "IO28 WTR HELP W SCT F - HLPR 3" ; +label variable ER71209 "IO28 WTR HELP W SCT G - HLPR 3" ; +label variable ER71210 "IO28 WTR HELP W SCT W - HLPR 3" ; +label variable ER71211 "IO28 WTR HELP W SCT P - HLPR 3" ; +label variable ER71212 "IO28 WTR HELP W SCT H - HLPR 3" ; +label variable ER71213 "IO28 WTR HELP W SCT HEHC SCRN - HLPR 3" ; +label variable ER71214 "IO28 WTR HELP W SCT HEHC - HLPR 3" ; +label variable ER71215 "IO28 WTR HELP W SCT J - HLPR 3" ; +label variable ER71216 "IO28 WTR HELP W SCT KL - HLPR 3" ; +label variable ER71217 "IO28 WTR HELP W SCT M - HLPR 3" ; +label variable ER71218 "IO28 WTR HELP W ADDR - HLPR 3" ; +label variable ER71219 "IO28 WTR HELP W SCT IMM - HLPR 3" ; +label variable ER71220 "IO28 WTR HELP W OTHER- HLPR 3" ; +label variable ER71221 "IO29 WTR R HAD DOCUMENTS FOR REFERENCE" ; +label variable ER71222 "IO29A TYPE OF DOCUMENT-MENTION 1" ; +label variable ER71223 "IO29A TYPE OF DOCUMENT-MENTION 2" ; +label variable ER71224 "IO29A TYPE OF DOCUMENT-MENTION 3" ; +label variable ER71225 "IO29A TYPE OF DOCUMENT-MENTION 4" ; +label variable ER71226 "# OF INDIVIDUAL RECORDS" ; +label variable ER71227 "REFERENCE PERSON WORK WEEKS-2016" ; +label variable ER71228 "ACCURACY REF PERSON WORK WEEKS-2016" ; +label variable ER71229 "REFERENCE PERSON WEEKLY WORK HOURS-2016" ; +label variable ER71230 "ACCURACY RP WEEKLY WORK HOURS-2016" ; +label variable ER71231 "RP OVERTIME WORK HOURS-2016" ; +label variable ER71232 "ACCURACY RP OVERTIME WORK HOURS-2016" ; +label variable ER71233 "REF PERSON TOTAL HOURS OF WORK-2016" ; +label variable ER71234 "RP WEEKS MISSED FOR ILLNESS OF OTRS-2016" ; +label variable ER71235 "ACC RP WKS MISSED ILLNESS OF OTRS-2016" ; +label variable ER71236 "RP WEEKS MISSED FOR OWN ILLNESS-2016" ; +label variable ER71237 "ACC RP WKS MISSED FOR OWN ILLNESS-2016" ; +label variable ER71238 "RP WEEKS OFF FOR VACATION-2016" ; +label variable ER71239 "ACC RP WEEKS OFF FOR VACATION-2016" ; +label variable ER71240 "REF PERSON STRIKE WEEKS-2016" ; +label variable ER71241 "ACCURACY RP STRIKE WEEKS-2016" ; +label variable ER71242 "REF PERSON WEEKS LAID OFF-2016" ; +label variable ER71243 "ACCURACY RP WEEKS LAID OFF-2016" ; +label variable ER71244 "REF PERSON UNEMPLOYMENT WEEKS-2016" ; +label variable ER71245 "ACCURACY RP UNEMPLOYMENT WEEKS-2016" ; +label variable ER71246 "REF PERSON WEEKS OUT OF LABOR FORCE-2016" ; +label variable ER71247 "ACC RP WEEKS OUT OF LABOR FORCE-2016" ; +label variable ER71248 "SPOUSE WORK WEEKS-2016" ; +label variable ER71249 "ACCURACY SPOUSE WORK WEEKS-2016" ; +label variable ER71250 "SPOUSE WEEKLY WORK HOURS-2016" ; +label variable ER71251 "ACCURACY SPOUSE WEEKLY WORK HOURS-2016" ; +label variable ER71252 "SP OVERTIME WORK HOURS-2016" ; +label variable ER71253 "ACCURACY SP OVERTIME WORK HOURS-2016" ; +label variable ER71254 "SPOUSE TOTAL HOURS OF WORK-2016" ; +label variable ER71255 "SP WEEKS MISSED FOR ILLNESS OF OTRS-2016" ; +label variable ER71256 "ACC SP WKS MISSED ILLNESS OF OTRS-2016" ; +label variable ER71257 "SP WEEKS MISSED FOR OWN ILLNESS-2016" ; +label variable ER71258 "ACC SP WKS MISSED FOR OWN ILLNESS-2016" ; +label variable ER71259 "SPOUSE WEEKS OFF FOR VACATION-2016" ; +label variable ER71260 "ACC SPOUSE WEEKS OFF FOR VACATION-2016" ; +label variable ER71261 "SPOUSE STRIKE WEEKS-2016" ; +label variable ER71262 "ACCURACY SPOUSE STRIKE WEEKS-2016" ; +label variable ER71263 "SPOUSE WEEKS LAID OFF-2016" ; +label variable ER71264 "ACCURACY SPOUSE WEEKS LAID OFF-2016" ; +label variable ER71265 "SPOUSE UNEMPLOYMENT WEEKS-2016" ; +label variable ER71266 "ACCURACY SPOUSE UNEMPLOYMENT WEEKS-2016" ; +label variable ER71267 "SPOUSE WEEKS OUT OF LABOR FORCE-2016" ; +label variable ER71268 "ACC SPOUSE WEEKS OUT OF LABOR FORCE-2016" ; +label variable ER71269 "TOTAL BUSINESS INCOME-2016" ; +label variable ER71270 "ACC BUSINESS INCOME-2016" ; +label variable ER71271 "NUMBER OF BUSINESSES OWNED BY FU IN 2016" ; +label variable ER71272 "FARM INCOME OF REF PERSN AND SPOUSE-2016" ; +label variable ER71273 "ACC FARM INCOME OF RP AND SPOUSE-2016" ; +label variable ER71274 "RP LABOR INCOME FROM BUSINESS-2016" ; +label variable ER71275 "RP ASSET INCOME FROM BUSINESS-2016" ; +label variable ER71276 "NUMBER OF BUSINESSES OWNED BY REF PERSON" ; +label variable ER71277 "WAGES AND SALARIES OF REF PERSON-2016" ; +label variable ER71278 "ACC WAGES AND SALARIES OF RP-2016" ; +label variable ER71279 "BONUS INCOME OF REF PERSON-2016" ; +label variable ER71280 "ACC BONUS INCOME OF RP-2016" ; +label variable ER71281 "OVERTIME INCOME OF REF PERSON-2016" ; +label variable ER71282 "ACC OVERTIME INCOME OF RP-2016" ; +label variable ER71283 "TIPS OF REF PERSON-2016" ; +label variable ER71284 "ACC TIPS OF RP-2016" ; +label variable ER71285 "COMMISSION INCOME OF REF PERSON-2016" ; +label variable ER71286 "ACC COMMISSION INCOME OF RP-2016" ; +label variable ER71287 "PROFESSIONAL PRACTICE OF REF PERSON-2016" ; +label variable ER71288 "ACC PROFESSIONL PRACTICE OF RP-2016" ; +label variable ER71289 "REF PERSON ADDITIONAL JOB INCOME-2016" ; +label variable ER71290 "ACC OF RP ADDITIONAL JOB INCOME" ; +label variable ER71291 "MISC LABOR INCOME OF REF PERSON-2016" ; +label variable ER71292 "ACC MISC LABOR INCOME OF RP-2016" ; +label variable ER71293 "LABOR INCOME OF REF PERSON-2016" ; +label variable ER71294 "REF PERSON RENT INCOME-2016" ; +label variable ER71295 "ACCURACY OF RP RENT INCOME-2016" ; +label variable ER71296 "REF PERSON DIVIDENDS-2016" ; +label variable ER71297 "ACCURACY OF RP DIVIDENDS-2016" ; +label variable ER71298 "REF PERSON INTEREST INCOME-2016" ; +label variable ER71299 "ACCURACY OF RP INTEREST INCOME-2016" ; +label variable ER71300 "RP INCOME FROM TRUSTS/ROYALTIES-2016" ; +label variable ER71301 "ACCURACY OF RP INCOME FROM TRUSTS-2016" ; +label variable ER71302 "SP LABOR INCOME FROM BUSINESS-2016" ; +label variable ER71303 "SP ASSET INCOME FROM BUSINESS-2016" ; +label variable ER71304 "NUMBER OF BUSINESSES OWNED BY SPOUSE" ; +label variable ER71305 "WAGES AND SALARIES OF SPOUSE-2016" ; +label variable ER71306 "ACC WAGES AND SALARIES OF SPOUSE-2016" ; +label variable ER71307 "BONUS INCOME OF SPOUSE-2016" ; +label variable ER71308 "ACC BONUS INCOME OF SPOUSE-2016" ; +label variable ER71309 "OVERTIME INCOME OF SPOUSE-2016" ; +label variable ER71310 "ACC OVERTIME INCOME OF SPOUSE-2016" ; +label variable ER71311 "TIPS OF SPOUSE-2016" ; +label variable ER71312 "ACC TIPS OF SPOUSE-2016" ; +label variable ER71313 "COMMISSION INCOME OF SPOUSE-2016" ; +label variable ER71314 "ACC COMMISSION INCOME OF SPOUSE-2016" ; +label variable ER71315 "PROFESSIONAL PRACTICE OF SPOUSE-2016" ; +label variable ER71316 "ACC PROFESSIONAL PRACTICE OF SP-2016" ; +label variable ER71317 "SPOUSE ADDITIONAL JOB INCOME-2016" ; +label variable ER71318 "ACC OF SPOUSE ADDITIONAL JOB INCOME" ; +label variable ER71319 "MISC LABOR INCOME OF SPOUSE-2016" ; +label variable ER71320 "ACC MISC LABOR INCOME OF SPOUSE-2016" ; +label variable ER71321 "LABOR INCOME OF SPOUSE-2016" ; +label variable ER71322 "SPOUSE RENT INCOME-2016" ; +label variable ER71323 "ACCURACY OF SPOUSE RENT INCOME-2016" ; +label variable ER71324 "SPOUSE DIVIDENDS-2016" ; +label variable ER71325 "ACCURACY OF SPOUSE DIVIDENDS-2016" ; +label variable ER71326 "SPOUSE INTEREST INCOME-2016" ; +label variable ER71327 "ACCURACY OF SPOUSE INTEREST INCOME-2016" ; +label variable ER71328 "SPOUSE INCOME FROM TRUSTS/ROYALTIES-2016" ; +label variable ER71329 "ACCURACY OF SP INCOME FROM TRUSTS-2016" ; +label variable ER71330 "REF PERSN AND SPOUSE TAXABLE INCOME-2016" ; +label variable ER71331 "REF PERSON INCOME FROM TANF, ETC.-2016" ; +label variable ER71332 "ACCURACY OF RP INCOME FROM TANF-2016" ; +label variable ER71333 "REF PERSON SSI-2016" ; +label variable ER71334 "ACCURACY OF RP SSI-2016" ; +label variable ER71335 "REF PERSON OTHER WELFARE-2016" ; +label variable ER71336 "ACCURACY OF RP OTHER WELFARE-2016" ; +label variable ER71337 "REF PERSON VA PENSION-2016" ; +label variable ER71338 "ACCURACY OF RP VA PENSION-2016" ; +label variable ER71339 "REF PERSON RETIREMENT/PENSIONS-2016" ; +label variable ER71340 "ACCURACY OF RP RETIREMENT-2016" ; +label variable ER71341 "REF PERSON ANNUITIES-2016" ; +label variable ER71342 "ACCURACY OF RP ANNUITIES-2016" ; +label variable ER71343 "REF PERSON IRAS-2016" ; +label variable ER71344 "ACCURACY OF RP IRAS-2016" ; +label variable ER71345 "REF PERSON OTHER RETIREMENT-2016" ; +label variable ER71346 "ACCURACY OF RP OTHER RETIREMENT-2016" ; +label variable ER71347 "REF PERSN UNEMPLOYMENT COMPENSATION-2016" ; +label variable ER71348 "ACCURACY OF RP UNEMPLOYMENT COMP-2016" ; +label variable ER71349 "REF PERSON WORKERS COMPENSATION-2016" ; +label variable ER71350 "ACCURACY OF RP WORKERS COMP-2016" ; +label variable ER71351 "CHILD SUPPORT RECEIVED BY REF PERSN-2016" ; +label variable ER71352 "ACCURACY OF RP CHILD SUPPORT-2016" ; +label variable ER71353 "REF PERSON INCOME FROM ALIMONY-2016" ; +label variable ER71354 "ACCURACY OF RP ALIMONY-2016" ; +label variable ER71355 "REF PERSON HELP FROM RELATIVES-2016" ; +label variable ER71356 "ACCURACY OF RP HELP FROM RELS-2016" ; +label variable ER71357 "REF PERSON HELP FROM OTHERS-2016" ; +label variable ER71358 "ACCURACY OF RP HELP FROM OTHERS-2016" ; +label variable ER71359 "REF PERSON MISCELLANEOUS TRANSFERS-2016" ; +label variable ER71360 "ACCURACY OF RP MISC TRANSFERS-2016" ; +label variable ER71361 "SPOUSE INCOME FROM TANF, ETC.-2016" ; +label variable ER71362 "ACCURACY OF SPOUSE INCOME FROM TANF-2016" ; +label variable ER71363 "SPOUSE SSI-2016" ; +label variable ER71364 "ACCURACY OF SPOUSE SSI-2016" ; +label variable ER71365 "SPOUSE OTHER WELFARE-2016" ; +label variable ER71366 "ACCURACY OF SPOUSE OTHER WELFARE-2016" ; +label variable ER71367 "SPOUSE VA PENSION-2016" ; +label variable ER71368 "ACCURACY OF SPOUSE VA PENSION-2016" ; +label variable ER71369 "SPOUSE RETIREMENT/PENSIONS-2016" ; +label variable ER71370 "ACCURACY OF SPOUSE RETIREMENT-2016" ; +label variable ER71371 "SPOUSE ANNUITIES-2016" ; +label variable ER71372 "ACCURACY OF SPOUSE ANNUITIES-2016" ; +label variable ER71373 "SPOUSE IRAS-2016" ; +label variable ER71374 "ACCURACY OF SPOUSE IRAS-2016" ; +label variable ER71375 "SPOUSE OTHER RETIREMENT-2016" ; +label variable ER71376 "ACCURACY OF SPOUSE OTHER RETIREMENT-2016" ; +label variable ER71377 "SPOUSE UNEMPLOYMENT COMPENSATION-2016" ; +label variable ER71378 "ACCURACY OF SPOUSE UNEMP COMP-2016" ; +label variable ER71379 "SPOUSE WORKERS COMPENSATION-2016" ; +label variable ER71380 "ACCURACY OF SPOUSE WORKERS COMP-2016" ; +label variable ER71381 "CHILD SUPPORT RECEIVED BY SPOUSE-2016" ; +label variable ER71382 "ACCURACY OF SPOUSE CHILD SUPPORT-2016" ; +label variable ER71383 "SPOUSE ALIMONY-2016" ; +label variable ER71384 "ACCURACY OF SPOUSE ALIMONY-2016" ; +label variable ER71385 "SPOUSE HELP FROM RELATIVES-2016" ; +label variable ER71386 "ACCURACY OF SPOUSE HELP FROM RELS-2016" ; +label variable ER71387 "SPOUSE HELP FROM OTHERS-2016" ; +label variable ER71388 "ACCURACY OF SPOUSE HELP FROM OTHERS-2016" ; +label variable ER71389 "SPOUSE MISCELLANEOUS TRANSFERS-2016" ; +label variable ER71390 "ACCURACY OF SP MISC TRANSFERS-2016" ; +label variable ER71391 "RP AND SPOUSE TRANSFER INCOME-2016" ; +label variable ER71392 "REF PERSON WAGE RATE-2016" ; +label variable ER71393 "SPOUSE WAGE RATE-2016" ; +label variable ER71394 "TOTAL LABOR INCOME OF OTR FU MEMBRS-2016" ; +label variable ER71395 "ACCURACY OF OTR FU MEMBR LABOR Y-2016" ; +label variable ER71396 "TOTAL ASSET INCOME OF OTR FU MEMBRS-2016" ; +label variable ER71397 "ACCURACY OF OTR FU MEMBR ASSET Y-2016" ; +label variable ER71398 "TAXABLE INCOME OF OTHER FU MEMBERS-2016" ; +label variable ER71399 "OTR FU MEMBR INCOME FROM TANF, ETC.-2016" ; +label variable ER71400 "ACCURACY OF OFUM INCOME FROM TANF-2016" ; +label variable ER71401 "OTR FU MEMBERS SSI-2016" ; +label variable ER71402 "ACCURACY OF OTR FU MEMBERS SSI-2016" ; +label variable ER71403 "OTR FU MEMBERS OTHER WELFARE-2016" ; +label variable ER71404 "ACCURACY OF OFUM OTHER WELFARE-2016" ; +label variable ER71405 "OTHER FU MEMBERS VA PENSION-2016" ; +label variable ER71406 "ACCURACY OF OTR FU MEMBR VA PENSION-2016" ; +label variable ER71407 "OTHER FU MEMBR RETIREMENT/ANNUITIES-2016" ; +label variable ER71408 "ACCURACY OF OFUM RETIREMENT-2016" ; +label variable ER71409 "OFUM UNEMPLOYMENT COMPENSATION-2016" ; +label variable ER71410 "ACCURACY OF OFUM UNEMPLOYMENT COMP-2016" ; +label variable ER71411 "OTR FU MEMBERS WORKERS COMPENSATION-2016" ; +label variable ER71412 "ACCURACY OF OFUM WORKERS COMP-2016" ; +label variable ER71413 "OFUM INCOME FROM CHILD SUPPORT-2016" ; +label variable ER71414 "ACCURACY OF OFUM CHILD SUPPORT-2016" ; +label variable ER71415 "OTR FU MEMBERS HELP FROM RELATIVES-2016" ; +label variable ER71416 "ACCURACY OF OFUM HELP FROM RELS-2016" ; +label variable ER71417 "OFUM MISCELLANEOUS TRANSFERS-2016" ; +label variable ER71418 "ACCURACY OF OFUM MISC TRANSFERS-2016" ; +label variable ER71419 "TOTAL TRANSFER INCOME OF OFUMS-2016" ; +label variable ER71420 "REF PERSON SOCIAL SECURITY INCOME-2016" ; +label variable ER71421 "ACCURACY OF RP SOCIAL SECURITY-2016" ; +label variable ER71422 "SPOUSE SOCIAL SECURITY INCOME-2016" ; +label variable ER71423 "ACCURACY OF SPOUSE SOCIAL SECURITY-2016" ; +label variable ER71424 "OFUM SOCIAL SECURITY INCOME-2016" ; +label variable ER71425 "ACCURACY OF OFUM SOCIAL SECURITY-2016" ; +label variable ER71426 "TOTAL FAMILY INCOME-2016" ; +label variable ER71427 "IMP WTR FARM/BUS (W10) 2017" ; +label variable ER71428 "ACC WTR FARM/BUS (W10) 2017" ; +label variable ER71429 "IMP VALUE FARM/BUS ASSET (W11A) 2017" ; +label variable ER71430 "ACC VALUE FARM/BUS ASSET (W11A) 2017" ; +label variable ER71431 "IMP VALUE FARM/BUS DEBT (W11B) 2017" ; +label variable ER71432 "ACC VALUE FARM/BUS DEBT (W11B) 2017" ; +label variable ER71433 "IMP WTR CHECKING/SAVING (W27) 2017" ; +label variable ER71434 "ACC WTR CHECKING/SAVING (W27) 2017" ; +label variable ER71435 "IMP VAL CHECKING/SAVING (W28) 2017" ; +label variable ER71436 "ACC VAL CHECKING/SAVING (W28) 2017" ; +label variable ER71437 "IMP WTR OTH REAL ESTATE (W1) 2017" ; +label variable ER71438 "ACC WTR OTH REAL ESTATE (W1) 2017" ; +label variable ER71439 "IMP VAL OTH REAL ESTATE ASSET (W2A) 2017" ; +label variable ER71440 "ACC VAL OTH REAL ESTATE ASSET (W2A) 2017" ; +label variable ER71441 "IMP VAL OTH REAL ESTATE DEBT (W2B) 2017" ; +label variable ER71442 "ACC VAL OTH REAL ESTATE DEBT (W2B) 2017" ; +label variable ER71443 "IMP WTR STOCKS (W15) 2017" ; +label variable ER71444 "ACC WTR STOCKS (W15) 2017" ; +label variable ER71445 "IMP VALUE STOCKS (W16) 2017" ; +label variable ER71446 "ACC VALUE STOCKS (W16) 2017" ; +label variable ER71447 "IMP VALUE VEHICLES (W6) 2017" ; +label variable ER71448 "ACC VALUE VEHICLES (W6) 2017" ; +label variable ER71449 "IMP WTR OTH ASSETS (W33) 2017" ; +label variable ER71450 "ACC WTR OTH ASSETS (W33) 2017" ; +label variable ER71451 "IMP VALUE OTH ASSETS (W34) 2017" ; +label variable ER71452 "ACC VALUE OTH ASSETS (W34) 2017" ; +label variable ER71453 "IMP WTR ANNUITY/IRA (W21) 2017" ; +label variable ER71454 "ACC WTR ANNUITY/IRA (W21) 2017" ; +label variable ER71455 "IMP VALUE ANNUITY/IRA (W22) 2017" ; +label variable ER71456 "ACC VALUE ANNUITY/IRA (W22) 2017" ; +label variable ER71457 "IMP WTR CREDIT CARD DEBT (W38A) 2017" ; +label variable ER71458 "ACC WTR CREDIT CARD DEBT (W38A) 2017" ; +label variable ER71459 "IMP VAL CREDIT CARD DEBT (W39A) 2017" ; +label variable ER71460 "ACC VAL CREDIT CARD DEBT (W39A) 2017" ; +label variable ER71461 "IMP WTR STUDENT LOAN DEBT (W38B1) 2017" ; +label variable ER71462 "ACC WTR STUDENT LOAN DEBT (W38B1) 2017" ; +label variable ER71463 "IMP VAL STUDENT LOAN DEBT (W39B1) 2017" ; +label variable ER71464 "ACC VAL STUDENT LOAN DEBT (W39B1) 2017" ; +label variable ER71465 "IMP WTR MEDICAL DEBT (W38B2) 2017" ; +label variable ER71466 "ACC WTR MEDICAL DEBT (W38B2) 2017" ; +label variable ER71467 "IMP VAL MEDICAL DEBT (W39B2) 2017" ; +label variable ER71468 "ACC VAL MEDICAL DEBT (W39B2) 2017" ; +label variable ER71469 "IMP WTR LEGAL DEBT (W38B3) 2017" ; +label variable ER71470 "ACC WTR LEGAL DEBT (W38B3) 2017" ; +label variable ER71471 "IMP VAL LEGAL DEBT (W39B3) 2017" ; +label variable ER71472 "ACC VAL LEGAL DEBT (W39B3) 2017" ; +label variable ER71473 "IMP WTR FAMILY LOAN DEBT (W38B4) 2017" ; +label variable ER71474 "ACC WTR FAMILY LOAN DEBT (W38B4) 2017" ; +label variable ER71475 "IMP VAL FAMILY LOAN DEBT (W39B4) 2017" ; +label variable ER71476 "ACC VAL FAMILY LOAN DEBT (W39B4) 2017" ; +label variable ER71477 "IMP WTR OTHER DEBT (W38B7) 2017" ; +label variable ER71478 "ACC WTR OTHER DEBT (W38B7) 2017" ; +label variable ER71479 "IMP VAL OTHER DEBT (W38B7) 2017" ; +label variable ER71480 "ACC VAL OTHER DEBT (W38B7) 2017" ; +label variable ER71481 "IMP VALUE HOME EQUITY 2017" ; +label variable ER71482 "ACC VALUE HOME EQUITY 2017" ; +label variable ER71483 "IMP WEALTH W/O EQUITY (WEALTH1) 2017" ; +label variable ER71484 "ACC WEALTH W/O EQUITY (WEALTH1) 2017" ; +label variable ER71485 "IMP WEALTH W/ EQUITY (WEALTH2) 2017" ; +label variable ER71486 "ACC WEALTH W/ EQUITY (WEALTH2) 2017" ; +label variable ER71487 "FOOD EXPENDITURE 2017" ; +label variable ER71488 "FOOD AT HOME EXPENDITURE 2017" ; +label variable ER71489 "FOOD AWAY FROM HOME EXPENDITURE 2017" ; +label variable ER71490 "FOOD DELIVERED EXPENDITURE 2017" ; +label variable ER71491 "HOUSING EXPENDITURE 2017" ; +label variable ER71492 "MORTGAGE EXPENDITURE 2017" ; +label variable ER71493 "VALUE OF HOME IF RENTED 2017" ; +label variable ER71494 "RENT EXPENDITURE 2017" ; +label variable ER71495 "PROPERTY TAX EXPENDITURE 2017" ; +label variable ER71496 "HOME INSURANCE EXPENDITURE 2017" ; +label variable ER71497 "UTILITY EXPENDITURE 2017" ; +label variable ER71498 "GAS FOR HOME EXPENDITURE 2017" ; +label variable ER71499 "ELECTRICITY EXPENDITURE 2017" ; +label variable ER71500 "WATER/SEWER EXPENDITURE 2017" ; +label variable ER71501 "OTHER UTILITY EXPENDITURE 2017" ; +label variable ER71502 "TELEPHONE/INTERNET EXPENDITURE 2017" ; +label variable ER71503 "TRANSPORTATION EXPENDITURE 2017" ; +label variable ER71504 "VEHICLE LOAN PAYMENT EXPENDITURE 2017" ; +label variable ER71505 "VEHICLE DOWN PAYMENT EXPENDITURE 2017" ; +label variable ER71506 "VEHICLE LEASE PAYMENT EXPENDITURE 2017" ; +label variable ER71507 "AUTO INSURANCE EXPENDITURE 2017" ; +label variable ER71508 "ADDITIONAL VEHICLE EXPENDITURE 2017" ; +label variable ER71509 "VEHICLE REPAIR EXPENDITURE 2017" ; +label variable ER71510 "GASOLINE EXPENDITURE 2017" ; +label variable ER71511 "PARKING EXPENDITURE 2017" ; +label variable ER71512 "BUS/TRAIN EXPENDITURE 2017" ; +label variable ER71513 "TAXICAB EXPENDITURE 2017" ; +label variable ER71514 "OTHER TRANSPORTATION EXPENDITURE 2017" ; +label variable ER71515 "EDUCATION EXPENDITURE 2016" ; +label variable ER71516 "CHILDCARE EXPENDITURE 2016" ; +label variable ER71517 "HEALTH CARE EXPENDITURE 2017" ; +label variable ER71518 "HOSPITAL/NURSING HOME EXPENDITURE 2016" ; +label variable ER71519 "DOCTOR EXPENDITURE 2016" ; +label variable ER71520 "PRESCRIPTIONS/OTHER EXPENDITURE 2016" ; +label variable ER71521 "HEALTH INSURANCE EXPENDITURE 2017" ; +label variable ER71522 "COMPUTING EXPENDITURE 2016" ; +label variable ER71523 "HOUSEHOLD REPAIRS EXPENDITURE 2016" ; +label variable ER71524 "HOUSEHOLD FURNISHING EXPENDITURE 2016" ; +label variable ER71525 "CLOTHING EXPENDITURE 2016" ; +label variable ER71526 "TRIPS EXPENDITURE 2016" ; +label variable ER71527 "OTHER RECREATION EXPENDITURE 2016" ; +label variable ER71528 "CENSUS NEEDS STANDARD-2016" ; +label variable ER71529 "CENSUS NEEDS STANDARD-2015" ; +label variable ER71530 "CURRENT REGION" ; +label variable ER71531 "METRO/NONMETRO INDICATOR" ; +label variable ER71532 "BEALE RURAL-URBAN CODE" ; +label variable ER71533 "SIZE LARGEST CITY IN COUNTY" ; +label variable ER71534 "REGION REFERENCE PERSON GREW UP" ; +label variable ER71535 "RP GEOGRAPHIC MOBILITY" ; +label variable ER71536 "REGION SP GREW UP" ; +label variable ER71537 "SP GEOGRAPHIC MOBILITY" ; +label variable ER71538 "COMPLETED ED-RP" ; +label variable ER71539 "COMPLETED ED-SP" ; +label variable ER71540 "MARITAL STATUS-GENERATED" ; +label variable ER71541 "CHANGE IN MARITAL STATUS" ; +label variable ER71542 "COUPLE STATUS OF REF PERSON" ; +label variable ER71543 "YEAR NEW REF PERSON IN FU" ; +label variable ER71544 "YEAR NEW SPOUSE IN FU" ; +label variable ER71545 "REF PERSON-SPOUSE SAMPLE STATUS" ; +label variable ER71546 "NUMBER OF SPLITOFFS FROM MAIN FAM" ; +label variable ER71547 "MAIN FAMILY ID FOR SPLITOFF" ; +label variable ER71548 "CURRENT YR ID OF 1ST OTHER FU IN HU" ; +label variable ER71549 "REL OF 1ST OTHER FU" ; +label variable ER71550 "SIZE OF 1ST OTHER FU" ; +label variable ER71551 "CURRENT YR ID OF 2ND OTHER FU IN HU" ; +label variable ER71552 "REL OF 2ND OTHER FU" ; +label variable ER71553 "SIZE OF 2ND OTHER FU" ; +label variable ER71554 "CURRENT YR ID OF 3RD OTHER FU IN HU" ; +label variable ER71555 "REL OF 3RD OTHER FU" ; +label variable ER71556 "SIZE OF 3RD OTHER FU" ; +label variable ER71557 "CURRENT YR ID OF 4TH OTHER FU IN HU" ; +label variable ER71558 "REL OF 4TH OTHER FU" ; +label variable ER71559 "SIZE OF 4TH OTHER FU" ; +label variable ER71560 "HOUSEHOLD ID #" ; +label variable ER71561 "BIRTHS TO REF PERSON ONLY-2016" ; +label variable ER71562 "BIRTHS TO SPOUSE ONLY-2016" ; +label variable ER71563 "BIRTHS TO REF PERSON AND SPOUSE-2016" ; +label variable ER71564 "BIRTHS TO OFUMS ONLY-2016" ; +label variable ER71565 "BIRTHS TO REF PERSON ONLY-2015" ; +label variable ER71566 "BIRTHS TO SPOUSE ONLY-2015" ; +label variable ER71567 "BIRTHS TO REF PERSON AND SPOUSE-2015" ; +label variable ER71568 "BIRTHS TO OFUMS ONLY-2015" ; +label variable ER71569 "WTR NEWBORN REPORTED IN 2017" ; +label variable ER71570 "2017 CORE/IMMIGRANT FAM WEIGHT NUMBER 1" ; +label variable ER71571 "2017 CROSS-SECTIONAL FAMILY WEIGHT" ; diff 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- 3549 + ER34018 3550 - 3553 ER34019 3554 - 3554 ER34020 3555 - 3556 + ER34021 3557 - 3557 ER34022 3558 - 3559 ER34023 3560 - 3561 + ER34024 3562 - 3563 ER34025 3564 - 3565 ER34026 3566 - 3566 + ER34027 3567 - 3568 ER34028 3569 - 3570 ER34029 3571 - 3571 + ER34030 3572 - 3572 ER34031 3573 - 3577 ER34032 3578 - 3578 + ER34033 3579 - 3580 ER34034 3581 - 3584 ER34035 3585 - 3589 + ER34036 3590 - 3590 ER34037 3591 - 3592 ER34038 3593 - 3593 + ER34039 3594 - 3595 ER34040 3596 - 3596 ER34041 3597 - 3597 + ER34042 3598 - 3599 ER34043 3600 - 3601 ER34044 3602 - 3603 + ER34045 3604 - 3610 ER34046 3611 - 3615 ER34101 3616 - 3620 + ER34102 3621 - 3622 ER34103 3623 - 3624 ER34104 3625 - 3627 + ER34105 3628 - 3629 ER34106 3630 - 3633 ER34107 3634 - 3634 + ER34108 3635 - 3635 ER34109 3636 - 3637 ER34110 3638 - 3641 + ER34111 3642 - 3642 ER34112 3643 - 3644 ER34113 3645 - 3646 + ER34114 3647 - 3648 ER34115 3649 - 3649 ER34116 3650 - 3650 + ER34117 3651 - 3652 ER34118 3653 - 3656 ER34119 3657 - 3658 + ER34120 3659 - 3659 ER34121 3660 - 3661 ER34122 3662 - 3663 + ER34123 3664 - 3665 ER34124 3666 - 3667 ER34125 3668 - 3668 + ER34126 3669 - 3670 ER34127 3671 - 3672 ER34128 3673 - 3673 + ER34129 3674 - 3675 ER34130 3676 - 3677 ER34131 3678 - 3679 + ER34132 3680 - 3681 ER34133 3682 - 3683 ER34134 3684 - 3685 + ER34135 3686 - 3687 ER34136 3688 - 3688 ER34137 3689 - 3689 + ER34138 3690 - 3690 ER34139 3691 - 3691 ER34140 3692 - 3692 + ER34141 3693 - 3693 ER34142 3694 - 3694 ER34143 3695 - 3699 + ER34144 3700 - 3700 ER34145 3701 - 3702 ER34146 3703 - 3706 + ER34147 3707 - 3711 ER34148 3712 - 3712 ER34149 3713 - 3714 + ER34150 3715 - 3715 ER34151 3716 - 3717 ER34152 3718 - 3719 + ER34153 3720 - 3721 ER34154 3722 - 3728 ER34155 3729 - 3733 +using IND2011ER.txt, clear +; +label variable ER30000 "RELEASE NUMBER" ; +label variable ER30001 "1968 INTERVIEW NUMBER" ; +label variable ER30002 "PERSON NUMBER 68" ; +label variable ER30003 "RELATIONSHIP TO HEAD 68" ; +label variable ER30004 "AGE OF INDIVIDUAL 68" ; +label variable ER30005 "MARR PAIRS INDICATOR 68" ; +label variable ER30006 "WHETHER MOVED IN 68" ; +label variable ER30007 "MONTH MOVED IN 68" ; +label variable ER30008 "YEAR MOVED IN 68" ; +label variable ER30009 "IN SCHOOL 68" ; +label variable ER30010 "YRS SCHL COMPL 68" ; +label variable ER30011 "TYPE OF INCOME 68" ; +label variable ER30012 "MONEY INCOME IND 68" ; +label variable ER30013 "HOURS WORKED IND 68" ; +label variable ER30014 "SHARE EXPENSES 68" ; +label variable ER30015 "LIKELY TO MOVE 68" ; +label variable ER30016 "EXTRA EARNER NR. 68" ; +label variable ER30017 "TYPE OF IND RECORD 68" ; +label variable ER30018 "WHY NONRESPONSE 68" ; +label variable ER30019 "INDIVIDUAL WEIGHT 68" ; +label variable ER30020 "1969 INTERVIEW NUMBER" ; +label variable ER30021 "SEQUENCE NUMBER 69" ; +label variable ER30022 "RELATIONSHIP TO HEAD 69" ; +label variable ER30023 "AGE OF INDIVIDUAL 69" ; +label variable ER30024 "MARR PAIRS INDICATOR 69" ; +label variable ER30025 "WHETHER MOVED IN/OUT 69" ; +label variable ER30026 "MONTH MOVED IN/OUT 69" ; +label variable ER30027 "YEAR MOVED IN/OUT 69" ; +label variable ER30028 "STOPPED SCHOOL 69" ; +label variable ER30029 "HRS/WK HOUSEWRK 69" ; +label variable ER30030 "DISABLED OR RQ CARE 69" ; +label variable ER30031 "RESPONDENT? 69" ; +label variable ER30032 "TYPE OF INCOME 69" ; +label variable ER30033 "MONEY INCOME 69" ; +label variable ER30034 "HRS WORKED IN 68 69" ; +label variable ER30035 "SHARE EXPENSES 69" ; +label variable ER30036 "LIKELY TO MOVE OUT 69" ; +label variable ER30037 "MO S/O FAM FORMED 69" ; +label variable ER30038 "YR S/O FAM FORMED 69" ; +label variable ER30039 "MAIN FAM ID FOR S/O 69" ; +label variable ER30040 "TYPE OF IND RECORD 69" ; +label variable ER30041 "WHY NONRESPONSE 69" ; +label variable ER30042 "INDIVIDUAL WEIGHT 69" ; +label variable ER30043 "1970 INTERVIEW NUMBER" ; +label variable ER30044 "SEQUENCE NUMBER 70" ; +label variable ER30045 "RELATIONSHIP TO HEAD 70" ; +label variable ER30046 "AGE OF INDIVIDUAL 70" ; +label variable ER30047 "MARR PAIRS INDICATOR 70" ; +label variable ER30048 "WHETHER MOVED IN/OUT 70" ; +label variable ER30049 "MONTH MOVED IN/OUT 70" ; +label variable ER30050 "YEAR MOVED IN/OUT 70" ; +label variable ER30051 "STOPPED SCHOOL 70" ; +label variable ER30052 "GRADE FINISHED 70" ; +label variable ER30053 "HRS/WK HOUSEWK 70" ; +label variable ER30054 "DISABLED OR RQ CARE 70" ; +label variable ER30055 "RESPONDENT? 70" ; +label variable ER30056 "TYPE OF INCOME 70" ; +label variable ER30057 "MONEY INCOME 70" ; +label variable ER30058 "HOURS WORKED 70" ; +label variable ER30059 "SHARE EXPENSES 70" ; +label variable ER30060 "LIKELY TO MOVE OUT 70" ; +label variable ER30061 "MO S/O FAM FORMED 70" ; +label variable ER30062 "YR S/O FAM FORMED 70" ; +label variable ER30063 "MAIN FAM ID FOR S/O 70" ; +label variable ER30064 "TYPE OF IND RECORD 70" ; +label variable ER30065 "WHY NONRESPONSE 70" ; +label variable ER30066 "INDIVIDUAL WEIGHT 70" ; +label variable ER30067 "1971 INTERVIEW NUMBER" ; +label variable ER30068 "SEQUENCE NUMBER 71" ; +label variable ER30069 "RELATIONSHIP TO HEAD 71" ; +label variable ER30070 "AGE OF INDIVIDUAL 71" ; +label variable ER30071 "MARR PAIRS INDICATOR 71" ; +label variable ER30072 "WHETHER MOVED IN/OUT 71" ; +label variable ER30073 "MONTH MOVED IN/OUT 71" ; +label variable ER30074 "YEAR MOVED IN/OUT 71" ; +label variable ER30075 "STOPPED SCHOOL 71" ; +label variable ER30076 "GRADE FINISHED 71" ; +label variable ER30077 "HRS/WK HSWK 71" ; +label variable ER30078 "DISABLED OR REQ CR 71" ; +label variable ER30079 "RESPONDENT? 71" ; +label variable ER30080 "TYPE OF INCOME 71" ; +label variable ER30081 "MONEY INCOME 71" ; +label variable ER30082 "HOURS WORKED 71" ; +label variable ER30083 "SHARE EXPENSES 71" ; +label variable ER30084 "LIKELY TO MOVE OUT 71" ; +label variable ER30085 "MO S/O FAM FORMED 71" ; +label variable ER30086 "YR S/O FAM FORMED 71" ; +label variable ER30087 "MAIN FAM ID FOR S/O 71" ; +label variable ER30088 "TYPE OF IND RECORD 71" ; +label variable ER30089 "WHY NONRESPONSE 71" ; +label variable ER30090 "INDIVIDUAL WEIGHT 71" ; +label variable ER30091 "1972 INTERVIEW NUMBER" ; +label variable ER30092 "SEQUENCE NUMBER 72" ; +label variable ER30093 "RELATIONSHIP TO HEAD 72" ; +label variable ER30094 "AGE OF INDIVIDUAL 72" ; +label variable ER30095 "MARR PAIRS INDICATOR 72" ; +label variable ER30096 "WHETHER MOVED IN/OUT 72" ; +label variable ER30097 "MONTH MOVED IN/OUT 72" ; +label variable ER30098 "YEAR MOVED IN/OUT 72" ; +label variable ER30099 "STOPPED SCHOOL 72" ; +label variable ER30100 "GRADE FINISHED 72" ; +label variable ER30101 "WHO DID WORK? 72" ; +label variable ER30102 "HRS/WK HSWRK 72" ; +label variable ER30103 "DISABLED OR REQ CR 72" ; +label variable ER30104 "RESPONDENT? 72" ; +label variable ER30105 "TYPE OF INCOME 72" ; +label variable ER30106 "MONEY INCOME 72" ; +label variable ER30107 "HOURS WORKED 72" ; +label variable ER30108 "SHARE EXPENSES? 72" ; +label variable ER30109 "LIKELY TO MOVE OUT 72" ; +label variable ER30110 "COMPLETED EDUCATION 72" ; +label variable ER30111 "MO S/O FAM FORMED 72" ; +label variable ER30112 "YR S/O FAM FORMED 72" ; +label variable ER30113 "MAIN FAM ID FOR S/O 72" ; +label variable ER30114 "TYPE OF IND RECORD 72" ; +label variable ER30115 "WHY NONRESPONSE 72" ; +label variable ER30116 "INDIVIDUAL WEIGHT 72" ; +label variable ER30117 "1973 INTERVIEW NUMBER" ; +label variable ER30118 "SEQUENCE NUMBER 73" ; +label variable ER30119 "RELATIONSHIP TO HEAD 73" ; +label variable ER30120 "AGE OF INDIVIDUAL 73" ; +label variable ER30121 "MARR PAIRS INDICATOR 73" ; +label variable ER30122 "WHETHER MOVED IN/OUT 73" ; +label variable ER30123 "MONTH MOVED IN/OUT 73" ; +label variable ER30124 "YEAR MOVED IN/OUT 73" ; +label variable ER30125 "STOPPED SCHOOL 73" ; +label variable ER30126 "GRADE FINISHED 73" ; +label variable ER30127 "HR/WK HOUSEWORK 73" ; +label variable ER30128 "RESPONDENT? 73" ; +label variable ER30129 "TYPE OF INCOME 73" ; +label variable ER30130 "MONEY INCOME 73" ; +label variable ER30131 "HOURS WORKED 73" ; +label variable ER30132 "MO S/O FAM FORMED 73" ; +label variable ER30133 "YR S/O FAM FORMED 73" ; +label variable ER30134 "MAIN FAM ID FOR S/O 73" ; +label variable ER30135 "TYPE OF IND RECORD 73" ; +label variable ER30136 "WHY NONRESPONSE 73" ; +label variable ER30137 "INDIVIDUAL WEIGHT 73" ; +label variable ER30138 "1974 INTERVIEW NUMBER" ; +label variable ER30139 "SEQUENCE NUMBER 74" ; +label variable ER30140 "RELATIONSHIP TO HEAD 74" ; +label variable ER30141 "AGE OF INDIVIDUAL 74" ; +label variable ER30142 "MARR PAIRS INDICATOR 74" ; +label variable ER30143 "WHETHER MOVED IN/OUT 74" ; +label variable ER30144 "MONTH MOVED IN/OUT 74" ; +label variable ER30145 "YEAR MOVED IN/OUT 74" ; +label variable ER30146 "STOP SCHOOL? 74" ; +label variable ER30147 "HIGHEST GRADE 74" ; +label variable ER30148 "HRS/WK HOUSEWORK 74" ; +label variable ER30149 "RESPONDENT? 74" ; +label variable ER30150 "TYPE OF INCOME 74" ; +label variable ER30151 "WTR WELFARE INCOME 74" ; +label variable ER30152 "TOTAL MONEY INCOME 74" ; +label variable ER30153 "TOT ANN HRS 74" ; +label variable ER30154 "MO S/O FAM FORMED 74" ; +label variable ER30155 "YR S/O FAM FORMED 74" ; +label variable ER30156 "MAIN FAM ID FOR S/O 74" ; +label variable ER30157 "TYPE OF IND RECORD 74" ; +label variable ER30158 "WHY NONRESPONSE 74" ; +label variable ER30159 "INDIVIDUAL WEIGHT 74" ; +label variable ER30160 "1975 INTERVIEW NUMBER" ; +label variable ER30161 "SEQUENCE NUMBER 75" ; +label variable ER30162 "RELATIONSHIP TO HEAD 75" ; +label variable ER30163 "AGE OF INDIVIDUAL 75" ; +label variable ER30164 "MARR PAIRS INDICATOR 75" ; +label variable ER30165 "WHETHER MOVED IN/OUT 75" ; +label variable ER30166 "MONTH MOVED IN/OUT 75" ; +label variable ER30167 "YEAR MOVED IN/OUT 75" ; +label variable ER30168 "STOPPED SCHOOL? 75" ; +label variable ER30169 "HIGHEST GRAD FINISHED 75" ; +label variable ER30170 "RESPONDENT? 75" ; +label variable ER30171 "LABOR/ASSET TYPE INC 75" ; +label variable ER30172 "TRANSFER TYPE INC 75" ; +label variable ER30173 "TAXABLE INCOME 75" ; +label variable ER30174 "ACC TAXABLE Y 75" ; +label variable ER30175 "TRANSFER INCOME 75" ; +label variable ER30176 "ACC TRANSFER Y 75" ; +label variable ER30177 "HRS WORKED IN 74 75" ; +label variable ER30178 "ACC HRS WORKED IN 74 75" ; +label variable ER30179 "HRS UNEMP IN 74 75" ; +label variable ER30180 "ACC HRS UNEMPLOYED 75" ; +label variable ER30181 "COMPLETED EDUCATION 75" ; +label variable ER30182 "MO S/O FAM FORMED 75" ; +label variable ER30183 "YR S/O FAM FORMED 75" ; +label variable ER30184 "MAIN FAM ID FOR S/O 75" ; +label variable ER30185 "TYPE OF IND RECORD 75" ; +label variable ER30186 "WHY NONRESPONSE 75" ; +label variable ER30187 "INDIVIDUAL WEIGHT 75" ; +label variable ER30188 "1976 INTERVIEW NUMBER" ; +label variable ER30189 "SEQUENCE NUMBER 76" ; +label variable ER30190 "RELATIONSHIP TO HEAD 76" ; +label variable ER30191 "AGE OF INDIVIDUAL 76" ; +label variable ER30192 "MARR PAIRS INDICATOR 76" ; +label variable ER30193 "WHETHER MOVED IN/OUT 76" ; +label variable ER30194 "MONTH MOVED IN/OUT 76" ; +label variable ER30195 "YEAR MOVED IN/OUT 76" ; +label variable ER30196 "STOP SCHOOL? 76" ; +label variable ER30197 "HIGHEST GRADE FINISH 76" ; +label variable ER30198 "HRS HOUSEWORK/WK 76" ; +label variable ER30199 "EXTRA CARE? 76" ; +label variable ER30200 "RESPONDENT? 76" ; +label variable ER30201 "TAXABLE Y SOURCE 76" ; +label variable ER30202 "TOTAL TAXABLE Y 76" ; +label variable ER30203 "ACC TAXABLE Y 76" ; +label variable ER30204 "HRS WRKED LAST YR 76" ; +label variable ER30205 "ACC IND WRK HRS 76" ; +label variable ER30206 "HRS UNEMP LAST YR 76" ; +label variable ER30207 "ACC IND UNEMP HRS 76" ; +label variable ER30208 "TRANSFER Y SOURCE 76" ; +label variable ER30209 "TOTAL TRANSFER Y 76" ; +label variable ER30210 "ACC TRANSFER Y 76" ; +label variable ER30211 "MO S/O FAM FORMED 76" ; +label variable ER30212 "YR S/O FAM FORMED 76" ; +label variable ER30213 "MAIN FAM ID FOR S/O 76" ; +label variable ER30214 "TYPE OF IND RECORD 76" ; +label variable ER30215 "WHY NONRESPONSE 76" ; +label variable ER30216 "INDIVIDUAL WEIGHT 76" ; +label variable ER30217 "1977 INTERVIEW NUMBER" ; +label variable ER30218 "SEQUENCE NUMBER 77" ; +label variable ER30219 "RELATIONSHIP TO HEAD 77" ; +label variable ER30220 "AGE OF INDIVIDUAL 77" ; +label variable ER30221 "MARR PAIRS INDICATOR 77" ; +label variable ER30222 "WHETHER MOVED IN/OUT 77" ; +label variable ER30223 "MONTH MOVED IN/OUT 77" ; +label variable ER30224 "YEAR MOVED IN/OUT 77" ; +label variable ER30225 "STOP SCHOOL? 77" ; +label variable ER30226 "HIGHEST GRADE FINISH 77" ; +label variable ER30227 "HRS HOUSEWORK/WK 77" ; +label variable ER30228 "NEEDS EXTRA CARE? 77" ; +label variable ER30229 "RESPONDENT? 77" ; +label variable ER30230 "TAXABLE Y SOURCE 77" ; +label variable ER30231 "TOTAL TAXABLE Y 77" ; +label variable ER30232 "ACC TAXABLE Y 77" ; +label variable ER30233 "HRS WORKED LAST YR 77" ; +label variable ER30234 "ACC WORK HRS 77" ; +label variable ER30235 "HRS UNEMP LAST YR 77" ; +label variable ER30236 "ACC UNEMP HRS 77" ; +label variable ER30237 "TRANSFER Y SOURCE 77" ; +label variable ER30238 "TOTAL TRANSFER Y 77" ; +label variable ER30239 "ACC TRANSFER Y 77" ; +label variable ER30240 "MO S/O FAM FORMED 77" ; +label variable ER30241 "YR S/O FAM FORMED 77" ; +label variable ER30242 "MAIN FAM ID FOR S/O 77" ; +label variable ER30243 "TYPE OF IND RECORD 77" ; +label variable ER30244 "WHY NONRESPONSE 77" ; +label variable ER30245 "INDIVIDUAL WEIGHT 77" ; +label variable ER30246 "1978 INTERVIEW NUMBER" ; +label variable ER30247 "SEQUENCE NUMBER 78" ; +label variable ER30248 "RELATIONSHIP TO HEAD 78" ; +label variable ER30249 "AGE OF INDIVIDUAL 78" ; +label variable ER30250 "MARR PAIRS INDICATOR 78" ; +label variable ER30251 "WHETHER MOVED IN/OUT 78" ; +label variable ER30252 "MONTH MOVED IN/OUT 78" ; +label variable ER30253 "YEAR MOVED IN/OUT 78" ; +label variable ER30254 "STOP SCHOOL? 78" ; +label variable ER30255 "HIGHEST GRADE FINISH 78" ; +label variable ER30256 "HRS HOUSEWORK/WK 78" ; +label variable ER30257 "LOOKING FOR WORK? 78" ; +label variable ER30258 "LOOKING LAST 4 WKS? 78" ; +label variable ER30259 "WHETHER HEALTH LIMIT 78" ; +label variable ER30260 "HOW MUCH LIMIT? 78" ; +label variable ER30261 "# YEARS WITH CONDITN 78" ; +label variable ER30262 "CONDITN BETTER OR 78" ; +label variable ER30263 "NEED EXTRA CARE? 78" ; +label variable ER30264 "MEAN EXTRA COSTS? 78" ; +label variable ER30265 "ARE COSTS SMALL OR 78" ; +label variable ER30266 "RESPONDENT? 78" ; +label variable ER30267 "TYPE TAXABLE INCOM 78" ; +label variable ER30268 "TOTAL TAXABLE INCOM 78" ; +label variable ER30269 "ACC TOT TAXBL INC 78" ; +label variable ER30270 "HOURS WORKED IN 77 78" ; +label variable ER30271 "ACC TOT HRS WRKD 77 78" ; +label variable ER30272 "TOT HRS UNEMPLYD 77 78" ; +label variable ER30273 "ACC TOT HRS UNEMP 77 78" ; +label variable ER30274 "TYPE TRANSFR INCOM 78" ; +label variable ER30275 "TOTAL TRANSFR INCOM 78" ; +label variable ER30276 "ACC TOT TRANF INCOME 78" ; +label variable ER30277 "MO S/O FAM FORMED 78" ; +label variable ER30278 "YR S/O FAM FORMED 78" ; +label variable ER30279 "MAIN FAM ID FOR S/O 78" ; +label variable ER30280 "TYPE OF IND RECORD 78" ; +label variable ER30281 "WHY NONRESPONSE 78" ; +label variable ER30282 "INDIVIDUAL WEIGHT 78" ; +label variable ER30283 "1979 INTERVIEW NUMBER" ; +label variable ER30284 "SEQUENCE NUMBER 79" ; +label variable ER30285 "RELATIONSHIP TO HEAD 79" ; +label variable ER30286 "AGE OF INDIVIDUAL 79" ; +label variable ER30287 "MARR PAIRS INDICATOR 79" ; +label variable ER30288 "WHETHER MOVED IN/OUT 79" ; +label variable ER30289 "MONTH MOVED IN/OUT 79" ; +label variable ER30290 "YEAR MOVED IN/OUT 79" ; +label variable ER30291 "HRS HSWRK 79" ; +label variable ER30292 "RESPONDENT? 79" ; +label variable ER30293 "EMPL STATUS 79" ; +label variable ER30294 "K4 STUDENT? 79" ; +label variable ER30295 "K48 # WKS IN SCHOOL 79" ; +label variable ER30296 "K49 EDUCATION 79" ; +label variable ER30297 "TYPE TAXABLE INCOME 79" ; +label variable ER30298 "TOT TAXABLE INCOME 79" ; +label variable ER30299 "ACC TOT TXBL INC 79" ; +label variable ER30300 "TOT HRS WRKD 78 79" ; +label variable ER30301 "ACC TOT HRS WRKD 79" ; +label variable ER30302 "TOT HRS UNEMP 78 79" ; +label variable ER30303 "ACC TOT HRS UNEMP 79" ; +label variable ER30304 "TYPE TRANSFER INC 79" ; +label variable ER30305 "TOT TRANSFER INC 79" ; +label variable ER30306 "ACC TOT TRANS INC 79" ; +label variable ER30307 "MO S/O FAM FORMED 79" ; +label variable ER30308 "YR S/O FAM FORMED 79" ; +label variable ER30309 "MAIN FAM ID FOR S/O 79" ; +label variable ER30310 "TYPE OF IND RECORD 79" ; +label variable ER30311 "WHY NONRESPONSE 79" ; +label variable ER30312 "INDIVIDUAL WEIGHT 79" ; +label variable ER30313 "1980 INTERVIEW NUMBER" ; +label variable ER30314 "SEQUENCE NUMBER 80" ; +label variable ER30315 "RELATIONSHIP TO HEAD 80" ; +label variable ER30316 "AGE OF INDIVIDUAL 80" ; +label variable ER30317 "MARR PAIRS INDICATOR 80" ; +label variable ER30318 "WHETHER MOVED IN/OUT 80" ; +label variable ER30319 "MONTH MOVED IN/OUT 80" ; +label variable ER30320 "YEAR MOVED IN/OUT 80" ; +label variable ER30321 "HR/WEEK HOUSEWORK 80" ; +label variable ER30322 "RESPONDENT? 80" ; +label variable ER30323 "1980 EMPL STATUS 80" ; +label variable ER30324 "IND A STUDENT? 80" ; +label variable ER30325 "WEEKS IN SCHOOL(K51)? 80" ; +label variable ER30326 "EDUCATION ATTAINED 80" ; +label variable ER30327 "TYPE TAXABLE Y 1979 80" ; +label variable ER30328 "1979 TOT TAXABLE Y 80" ; +label variable ER30329 "ACC TOT TAXABLE Y 79 80" ; +label variable ER30330 "HOURS WORKED IN 1979 80" ; +label variable ER30331 "ACC HOURS WORKED 1979 80" ; +label variable ER30332 "HOURS UNEMP IN 1979 80" ; +label variable ER30333 "ACC HOURS UNEMP 1979 80" ; +label variable ER30334 "TYPE TRANSFER Y 79 80" ; +label variable ER30335 "TOTAL TRANSFER Y 79 80" ; +label variable ER30336 "ACC TRANSFER Y 79 80" ; +label variable ER30337 "MO S/O FAM FORMED 80" ; +label variable ER30338 "YR S/O FAM FORMED 80" ; +label variable ER30339 "MAIN FAM ID FOR S/O 80" ; +label variable ER30340 "TYPE OF IND RECORD 80" ; +label variable ER30341 "WHY NONRESPONSE 80" ; +label variable ER30342 "INDIVIDUAL WEIGHT 80" ; +label variable ER30343 "1981 INTERVIEW NUMBER" ; +label variable ER30344 "SEQUENCE NUMBER 81" ; +label variable ER30345 "RELATIONSHIP TO HEAD 81" ; +label variable ER30346 "AGE OF INDIVIDUAL 81" ; +label variable ER30347 "MARR PAIRS INDICATOR 81" ; +label variable ER30348 "WHETHER MOVED IN/OUT 81" ; +label variable ER30349 "MONTH MOVED IN/OUT 81" ; +label variable ER30350 "YEAR MOVED IN/OUT 81" ; +label variable ER30351 "HR/WEEK ON HOUSEWRK 81" ; +label variable ER30352 "RESPONDENT? 81" ; +label variable ER30353 "EMPLOYMENT STAT 81" ; +label variable ER30354 "WHETHER STUDENT 81" ; +label variable ER30355 "# WEEKS IN SCHOOL 81" ; +label variable ER30356 "COMPLETED EDUC 81" ; +label variable ER30357 "TYPE TXBL INCOME 1980 81" ; +label variable ER30358 "TOT TXBL INCOME 80 81" ; +label variable ER30359 "ACC TOT TXBL Y 80 81" ; +label variable ER30360 "ANN WORK HRS 80 81" ; +label variable ER30361 "ACC ANN WRK HRS 80 81" ; +label variable ER30362 "ANN UNEMP HRS 80 81" ; +label variable ER30363 "ACC ANN UNEMP HR 80 81" ; +label variable ER30364 "TYPE TRANSFER Y 80 81" ; +label variable ER30365 "TOT TRANSFER Y 80 81" ; +label variable ER30366 "ACC TOT TRNSFR Y 80 81" ; +label variable ER30367 "MONTH S/O FAM FORMED 81" ; +label variable ER30368 "YEAR S/O FAM FORMED 81" ; +label variable ER30369 "MAIN FAM ID FOR S/O 81" ; +label variable ER30370 "TYPE OF IND RECORD 81" ; +label variable ER30371 "WHY NONRESPONSE 81" ; +label variable ER30372 "INDIVIDUAL WEIGHT 81" ; +label variable ER30373 "1982 INTERVIEW NUMBER" ; +label variable ER30374 "SEQUENCE NUMBER 82" ; +label variable ER30375 "RELATIONSHIP TO HEAD 82" ; +label variable ER30376 "AGE OF INDIVIDUAL 82" ; +label variable ER30377 "MARR PAIRS INDICATOR 82" ; +label variable ER30378 "WHETHER MOVED IN/OUT 82" ; +label variable ER30379 "MONTH MOVED IN/OUT 82" ; +label variable ER30380 "YEAR MOVED IN/OUT 82" ; +label variable ER30381 "RESPONDENT? 82" ; +label variable ER30382 "EMPLOYMENT STATUS 82" ; +label variable ER30383 "WHETHER STUDENT 82" ; +label variable ER30384 "COMPLETED EDUCATION 82" ; +label variable ER30385 "TYPE TXBL INCOME 81 82" ; +label variable ER30386 "TOT TXBL INCOME 81 82" ; +label variable ER30387 "ACC TOT TXBL Y 81 82" ; +label variable ER30388 "ANN WORK HRS 81 82" ; +label variable ER30389 "ACC ANN WRK HRS 81 82" ; +label variable ER30390 "TYPE TRANSFER Y 81 82" ; +label variable ER30391 "TOT TRANSFER Y 81 82" ; +label variable ER30392 "ACC TOT TRNSFR Y 81 82" ; +label variable ER30393 "MONTH S/O FAM FORMED 82" ; +label variable ER30394 "YEAR S/O FAM FORMED 82" ; +label variable ER30395 "MAIN FAM ID FOR S/O 82" ; +label variable ER30396 "TYPE OF IND RECORD 82" ; +label variable ER30397 "WHY NONRESPONSE 82" ; +label variable ER30398 "INDIVIDUAL WEIGHT 82" ; +label variable ER30399 "1983 INTERVIEW NUMBER" ; +label variable ER30400 "SEQUENCE NUMBER 83" ; +label variable ER30401 "RELATIONSHIP TO HEAD 83" ; +label variable ER30402 "AGE OF INDIVIDUAL 83" ; +label variable ER30403 "MONTH IND BORN 83" ; +label variable ER30404 "YEAR IND BORN 83" ; +label variable ER30405 "MARR PAIRS INDICATOR 83" ; +label variable ER30406 "WHETHER MOVED IN/OUT 83" ; +label variable ER30407 "MONTH MOVED IN/OUT 83" ; +label variable ER30408 "YEAR MOVED IN/OUT 83" ; +label variable ER30409 "WEEKLY HOUSEWORK 83" ; +label variable ER30410 "RESPONDENT? 83" ; +label variable ER30411 "EMPLOYMENT STATUS 83" ; +label variable ER30412 "WHETHER STUDENT 83" ; +label variable ER30413 "COMPLETED EDUCATION 83" ; +label variable ER30414 "TYPE TXBL INCOME 82 83" ; +label variable ER30415 "TOT TXBL INCOME 82 83" ; +label variable ER30416 "ACC TOT TXBL Y 82 83" ; +label variable ER30417 "ANN WORK HRS 82 83" ; +label variable ER30418 "ACC ANN WRK HRS 82 83" ; +label variable ER30419 "TYPE TRANSFER Y 82 83" ; +label variable ER30420 "TOT TRANSFER Y 82 83" ; +label variable ER30421 "ACC TOT TRNSFR Y 82 83" ; +label variable ER30422 "MONTH S/O FAM FORMED 83" ; +label variable ER30423 "YEAR S/O FAM FORMED 83" ; +label variable ER30424 "MAIN FAM ID FOR S/O 83" ; +label variable ER30425 "AGE FROM BIRTH DATE 83" ; +label variable ER30426 "TYPE OF IND RECORD 83" ; +label variable ER30427 "WHY NONRESPONSE 83" ; +label variable ER30428 "INDIVIDUAL WEIGHT 83" ; +label variable ER30429 "1984 INTERVIEW NUMBER" ; +label variable ER30430 "SEQUENCE NUMBER 84" ; +label variable ER30431 "RELATIONSHIP TO HEAD 84" ; +label variable ER30432 "AGE OF INDIVIDUAL 84" ; +label variable ER30433 "MONTH IND BORN 84" ; +label variable ER30434 "YEAR IND BORN 84" ; +label variable ER30435 "MARR PAIRS INDICATOR 84" ; +label variable ER30436 "WHETHER MOVED IN/OUT 84" ; +label variable ER30437 "MONTH MOVED IN/OUT 84" ; +label variable ER30438 "YEAR MOVED IN/OUT 84" ; +label variable ER30439 "WEEKLY HOUSEWORK 84" ; +label variable ER30440 "RESPONDENT? 84" ; +label variable ER30441 "EMPLOYMENT STAT 84" ; +label variable ER30442 "WHETHER STUDENT 84" ; +label variable ER30443 "COMPLETED EDUC 84" ; +label variable ER30444 "TYPE TXBL INCOME 84" ; +label variable ER30445 "TOT TXBL INCOME 84" ; +label variable ER30446 "ACC TOT TXBL Y 84" ; +label variable ER30447 "ANN WORK HRS 84" ; +label variable ER30448 "ACC ANN WRK HRS 84" ; +label variable ER30449 "TYPE TRANSFER Y 84" ; +label variable ER30450 "F33 TYPE SOC SEC RCD 84" ; +label variable ER30451 "F34 AMT SOC SEC RCD 84" ; +label variable ER30452 "F34 ACC SOC SEC AMT 84" ; +label variable ER30453 "TOT TRANSFER EXC SS 84" ; +label variable ER30454 "ACC TOT TRANSFER Y 84" ; +label variable ER30455 "SUM SS+TRANSFER Y 84" ; +label variable ER30456 "MONTH S/O FAM FORMED 84" ; +label variable ER30457 "YEAR S/O FAM FORMED 84" ; +label variable ER30458 "MAIN FAM ID FOR S/O 84" ; +label variable ER30459 "AGE FROM BIRTH DATE 84" ; +label variable ER30460 "TYPE OF IND RECORD 84" ; +label variable ER30461 "WHY NONRESPONSE 84" ; +label variable ER30462 "INDIVIDUAL WEIGHT 84" ; +label variable ER30463 "1985 INTERVIEW NUMBER" ; +label variable ER30464 "SEQUENCE NUMBER 85" ; +label variable ER30465 "RELATIONSHIP TO HEAD 85" ; +label variable ER30466 "AGE OF INDIVIDUAL 85" ; +label variable ER30467 "MONTH IND BORN 85" ; +label variable ER30468 "YEAR IND BORN 85" ; +label variable ER30469 "MARR PAIRS INDICATOR 85" ; +label variable ER30470 "WHETHER MOVED IN/OUT 85" ; +label variable ER30471 "MONTH MOVED IN/OUT 85" ; +label variable ER30472 "YEAR MOVED IN/OUT 85" ; +label variable ER30473 "WEEKLY HOUSEWORK 85" ; +label variable ER30474 "EMPLOYMENT STAT 85" ; +label variable ER30475 "F88 MO LAST IN SCH 85" ; +label variable ER30476 "F88 YR LAST IN SCH 85" ; +label variable ER30477 "WHETHER STUDENT 85" ; +label variable ER30478 "COMPLETED EDUCATION 85" ; +label variable ER30479 "TYPE TXBL INCOME 85" ; +label variable ER30480 "TOT TXBL INCOME 85" ; +label variable ER30481 "ACC TOT TXBL INCOME 85" ; +label variable ER30482 "ANN WORK HRS 85" ; +label variable ER30483 "ACC ANN WRK HRS 85" ; +label variable ER30484 "TYPE TRANSFER Y 85" ; +label variable ER30485 "K31 TYPE SOC SEC RCD 85" ; +label variable ER30486 "K33 AMT SOC SEC RCD 85" ; +label variable ER30487 "K33 ACC SOC SEC AMT 85" ; +label variable ER30488 "TOT TRANSFR EXC SS 85" ; +label variable ER30489 "ACC TOT TRNSFR EXC SS 85" ; +label variable ER30490 "TOTAL TRNSFR INCOME 85" ; +label variable ER30491 "MONTH S/O FAM FORMED 85" ; +label variable ER30492 "YEAR S/O FAM FORMED 85" ; +label variable ER30493 "MAIN FAM ID FOR S/O 85" ; +label variable ER30494 "AGE FROM BIRTH DATE 85" ; +label variable ER30495 "TYPE OF IND RECORD 85" ; +label variable ER30496 "WHY NONRESPONSE 85" ; +label variable ER30497 "INDIVIDUAL WEIGHT 85" ; +label variable ER30498 "1986 INTERVIEW NUMBER" ; +label variable ER30499 "SEQUENCE NUMBER 86" ; +label variable ER30500 "RELATIONSHIP TO HEAD 86" ; +label variable ER30501 "AGE OF INDIVIDUAL 86" ; +label variable ER30502 "MONTH IND BORN 86" ; +label variable ER30503 "YEAR IND BORN 86" ; +label variable ER30504 "MARR PAIRS INDICATOR 86" ; +label variable ER30505 "WHETHER MOVED IN/OUT 86" ; +label variable ER30506 "MONTH MOVED IN/OUT 86" ; +label variable ER30507 "YEAR MOVED IN/OUT 86" ; +label variable ER30508 "WEEKLY HOUSEWORK 86" ; +label variable ER30509 "EMPLOYMENT STAT 86" ; +label variable ER30510 "G88 MO LAST IN SCH 86" ; +label variable ER30511 "G88 YR LAST IN SCH 86" ; +label variable ER30512 "WHETHER STUDENT 86" ; +label variable ER30513 "COMPLETED EDUCATION 86" ; +label variable ER30514 "TYPE TXBL INCOME 86" ; +label variable ER30515 "TOT TXBL INCOME 86" ; +label variable ER30516 "ACC TOT TXBL INCOME 86" ; +label variable ER30517 "ANN WORK HRS 86" ; +label variable ER30518 "ACC ANN WRK HRS 86" ; +label variable ER30519 "TYPE TRANSFER Y 86" ; +label variable ER30520 "G31 TYPE SOC SEC RCD 86" ; +label variable ER30521 "G34 AMT SOC SEC RCD 86" ; +label variable ER30522 "G34 ACC SOC SEC AMT 86" ; +label variable ER30523 "TOT TRANSFR EXC SS 86" ; +label variable ER30524 "ACC TOT TRNSFR EXC SS 86" ; +label variable ER30525 "TOTAL TRNSFR INCOME 86" ; +label variable ER30526 "H32/35 WTR MEDICAID 86" ; +label variable ER30527 "H1/37/69 HLTH STATUS 86" ; +label variable ER30528 "MONTH S/O FAM FORMED 86" ; +label variable ER30529 "YEAR S/O FAM FORMED 86" ; +label variable ER30530 "MAIN FAM ID FOR S/O 86" ; +label variable ER30531 "AGE FROM BIRTH DATE 86" ; +label variable ER30532 "TYPE OF IND RECORD 86" ; +label variable ER30533 "WHY NONRESPONSE 86" ; +label variable ER30534 "INDIVIDUAL WEIGHT 86" ; +label variable ER30535 "1987 INTERVIEW NUMBER" ; +label variable ER30536 "SEQUENCE NUMBER 87" ; +label variable ER30537 "RELATIONSHIP TO HEAD 87" ; +label variable ER30538 "AGE OF INDIVIDUAL 87" ; +label variable ER30539 "MONTH IND BORN 87" ; +label variable ER30540 "YEAR IND BORN 87" ; +label variable ER30541 "MARR PAIRS INDICATOR 87" ; +label variable ER30542 "WHETHER MOVED IN/OUT 87" ; +label variable ER30543 "MONTH MOVED IN/OUT 87" ; +label variable ER30544 "YEAR MOVED IN/OUT 87" ; +label variable ER30545 "EMPLOYMENT STAT 87" ; +label variable ER30546 "G88 MO LAST IN SCH 87" ; +label variable ER30547 "G88 YR LAST IN SCH 87" ; +label variable ER30548 "WHETHER STUDENT 87" ; +label variable ER30549 "COMPLETED EDUCATION 87" ; +label variable ER30550 "TYPE TXBL INCOME 87" ; +label variable ER30551 "TOT TXBL INCOME 87" ; +label variable ER30552 "ACC TOT TXBL INCOME 87" ; +label variable ER30553 "ANN WORK HRS 87" ; +label variable ER30554 "ACC ANN WRK HRS 87" ; +label variable ER30555 "TYPE TRANSFER Y 87" ; +label variable ER30556 "G33 TYPE SOC SEC RCD 87" ; +label variable ER30557 "G34 AMT SOC SEC RCD 87" ; +label variable ER30558 "G34 ACC SOC SEC AMT 87" ; +label variable ER30559 "TOT TRANSFR EXC SS 87" ; +label variable ER30560 "ACC TOT TRNSFR EXC SS 87" ; +label variable ER30561 "TOTAL TRNSFR INCOME 87" ; +label variable ER30562 "H11 HD MED COVERAGE? 87" ; +label variable ER30563 "MONTH S/O FAM FORMED 87" ; +label variable ER30564 "YEAR S/O FAM FORMED 87" ; +label variable ER30565 "MAIN FAM ID FOR S/O 87" ; +label variable ER30566 "AGE FROM BIRTH DATE 87" ; +label variable ER30567 "TYPE OF IND RECORD 87" ; +label variable ER30568 "WHY NONRESPONSE 87" ; +label variable ER30569 "INDIVIDUAL WEIGHT 87" ; +label variable ER30570 "1988 INTERVIEW NUMBER" ; +label variable ER30571 "SEQUENCE NUMBER 88" ; +label variable ER30572 "RELATION TO HEAD 88" ; +label variable ER30573 "AGE OF INDIVIDUAL 88" ; +label variable ER30574 "MONTH INDIVIDUAL BORN 88" ; +label variable ER30575 "YEAR INDIVIDUAL BORN 88" ; +label variable ER30576 "MARITAL INDICATOR-IND 88" ; +label variable ER30577 "MOVED IN/OUT 88" ; +label variable ER30578 "MONTH MOVED IN/OUT 88" ; +label variable ER30579 "YEAR MOVED IN/OUT 88" ; +label variable ER30580 "EMPLOYMENT STAT-IND 88" ; +label variable ER30581 "G88 MO LAST IN SCH-IND 88" ; +label variable ER30582 "G88 YR LAST IN SCH-IND 88" ; +label variable ER30583 "WHETHER STUDENT-IND 88" ; +label variable ER30584 "COMPLETED EDUC-IND 88" ; +label variable ER30585 "TYPE TXBL INCOME 88" ; +label variable ER30586 "TOT TXBL INCOME-IND 88" ; +label variable ER30587 "ACC TOT TXBL Y-IND 88" ; +label variable ER30588 "ANN WORK HRS-IND 88" ; +label variable ER30589 "ACC ANN WRK HRS-IND 88" ; +label variable ER30590 "TYPE TRANSFER Y-IND 88" ; +label variable ER30591 "G31 TYPE SOC SEC RCD 88" ; +label variable ER30592 "G34 AMT SOC SEC RCD 88" ; +label variable ER30593 "G34 ACC SOC SEC AMT 88" ; +label variable ER30594 "TOT TRNSFR EXC SS-IND 88" ; +label variable ER30595 "ACC TOT TRNSFR Y-IND 88" ; +label variable ER30596 "TOTAL TRNSFR Y-IND 88" ; +label variable ER30597 "H5 OFUM MED COVERAGE? 88" ; +label variable ER30598 "H13 OFUM HEALTH GOOD 88" ; +label variable ER30599 "MONTH S/O FAM FORMED 88" ; +label variable ER30600 "YEAR S/O FAM FORMED 88" ; +label variable ER30601 "MAIN FAM ID FOR S/O 88" ; +label variable ER30602 "AGE FROM BIRTH DATE 88" ; +label variable ER30603 "TYPE OF IND RECORD 88" ; +label variable ER30604 "WHY NONRESPONSE 88" ; +label variable ER30605 "INDIVIDUAL WEIGHT 88" ; +label variable ER30606 "1989 INTERVIEW NUMBER" ; +label variable ER30607 "SEQUENCE NUMBER 89" ; +label variable ER30608 "RELATION TO HEAD 89" ; +label variable ER30609 "AGE OF INDIVIDUAL 89" ; +label variable ER30610 "MONTH INDIVIDUAL BORN 89" ; +label variable ER30611 "YEAR INDIVIDUAL BORN 89" ; +label variable ER30612 "MARITAL INDICATOR-IND 89" ; +label variable ER30613 "MOVED IN/OUT 89" ; +label variable ER30614 "MONTH MOVED IN/OUT 89" ; +label variable ER30615 "YEAR MOVED IN/OUT 89" ; +label variable ER30616 "EMPLOYMENT STAT-IND 89" ; +label variable ER30617 "G88 MO LAST IN SCH-IND 89" ; +label variable ER30618 "G88 YR LAST IN SCH-IND 89" ; +label variable ER30619 "WHETHER STUDENT-IND 89" ; +label variable ER30620 "COMPLETED EDUC-IND 89" ; +label variable ER30621 "TYPE TXBL INCOME 89" ; +label variable ER30622 "TOT TXBL INCOME-IND 89" ; +label variable ER30623 "ACC TOT TXBL Y-IND 89" ; +label variable ER30624 "ANN WORK HRS-IND 89" ; +label variable ER30625 "ACC ANN WRK HRS-IND 89" ; +label variable ER30626 "TYPE TRANSFER Y-IND 89" ; +label variable ER30627 "G31 TYPE SOC SEC RCD 89" ; +label variable ER30628 "G34 AMT SOC SEC RCD 89" ; +label variable ER30629 "G34 ACC SOC SEC AMT 89" ; +label variable ER30630 "TOT TRNSFR EXC SS-IND 89" ; +label variable ER30631 "ACC TOT TRNSFR Y-IND 89" ; +label variable ER30632 "TOTAL TRNSFR Y-IND 89" ; +label variable ER30633 "H5 OFUM MED COVERAGE? 89" ; +label variable ER30634 "H13 OFUM HEALTH GOOD 89" ; +label variable ER30635 "MONTH S/O FAM FORMED 89" ; +label variable ER30636 "YEAR S/O FAM FORMED 89" ; +label variable ER30637 "MAIN FAM ID FOR S/O 89" ; +label variable ER30638 "AGE FROM BIRTH DATE 89" ; +label variable ER30639 "TYPE OF IND RECORD 89" ; +label variable ER30640 "WHY NONRESPONSE 89" ; +label variable ER30641 "INDIVIDUAL WEIGHT 89" ; +label variable ER30642 "1990 INTERVIEW NUMBER" ; +label variable ER30643 "SEQUENCE NUMBER 90" ; +label variable ER30644 "RELATION TO HEAD 90" ; +label variable ER30645 "AGE OF INDIVIDUAL 90" ; +label variable ER30646 "MONTH INDIVIDUAL BORN 90" ; +label variable ER30647 "YEAR INDIVIDUAL BORN 90" ; +label variable ER30648 "MARITAL INDICATOR-IND 90" ; +label variable ER30649 "MOVED IN/OUT 90" ; +label variable ER30650 "MONTH MOVED IN/OUT 90" ; +label variable ER30651 "YEAR MOVED IN/OUT 90" ; +label variable ER30652 "IS IND TEMPLE INFORMANT 90" ; +label variable ER30653 "EMPLOYMENT STAT-IND 90" ; +label variable ER30654 "G88 MO LAST IN SCH-IND 90" ; +label variable ER30655 "G88 YR LAST IN SCH-IND 90" ; +label variable ER30656 "WHETHER STUDENT-IND 90" ; +label variable ER30657 "COMPLETED EDUC-IND 90" ; +label variable ER30658 "TYPE TXBL INCOME 90" ; +label variable ER30659 "TOT TXBL INCOME-IND 90" ; +label variable ER30660 "ACC TOT TXBL Y-IND 90" ; +label variable ER30661 "ANN WORK HRS-IND 90" ; +label variable ER30662 "ACC ANN WRK HRS-IND 90" ; +label variable ER30663 "TYPE TRANSFER Y-IND 90" ; +label variable ER30664 "G31 TYPE SOC SEC RCD 90" ; +label variable ER30665 "G34 AMT SOC SEC RCD 90" ; +label variable ER30666 "G34 ACC SOC SEC AMT 90" ; +label variable ER30667 "TOT TRNSFR EXC SS-IND 90" ; +label variable ER30668 "ACC TOT TRNSFR Y-IND 90" ; +label variable ER30669 "TOTAL TRNSFR Y-IND 90" ; +label variable ER30670 "H5 OFUM MED COVERAGE? 90" ; +label variable ER30671 "H13 OFUM HEALTH GOOD 90" ; +label variable ER30672 "K2 LIVE OUT US 1YR+ 90" ; +label variable ER30673 "K3 LIVE IN US IN 1968 90" ; +label variable ER30674 "K4 YR PERMANENT IN US 90" ; +label variable ER30675 "K5 MOTHER IN US IN 1968 90" ; +label variable ER30676 "K6 FATHER IN US IN 1968 90" ; +label variable ER30677 "MONTH S/O FAM FORMED 90" ; +label variable ER30678 "YEAR S/O FAM FORMED 90" ; +label variable ER30679 "MAIN FAM ID FOR S/O 90" ; +label variable ER30680 "AGE FROM BIRTH DATE 90" ; +label variable ER30681 "FOLLOW STATUS 90" ; +label variable ER30682 "RETND SELF ADMIN QNAIRE 90" ; +label variable ER30683 "MEDICARE PERMISSION 90" ; +label variable ER30684 "TYPE OF IND RECORD 90" ; +label variable ER30685 "WHY NONRESPONSE 90" ; +label variable ER30686 "CORE IND WEIGHT 90" ; +label variable ER30687 "LATINO IND WEIGHT 90" ; +label variable ER30688 "COMBINED IND WEIGHT 90" ; +label variable ER30689 "1991 INTERVIEW NUMBER" ; +label variable ER30690 "SEQUENCE NUMBER 91" ; +label variable ER30691 "RELATION TO HEAD 91" ; +label variable ER30692 "AGE OF INDIVIDUAL 91" ; +label variable ER30693 "MONTH INDIVIDUAL BORN 91" ; +label variable ER30694 "YEAR INDIVIDUAL BORN 91" ; +label variable ER30695 "MARITAL INDICATOR-IND 91" ; +label variable ER30696 "MOVED IN/OUT 91" ; +label variable ER30697 "MONTH MOVED IN/OUT 91" ; +label variable ER30698 "YEAR MOVED IN/OUT 91" ; +label variable ER30699 "EMPLOYMENT STAT-IND 91" ; +label variable ER30700 "G88 MO LAST IN SCH-IND 91" ; +label variable ER30701 "G88 YR LAST IN SCH-IND 91" ; +label variable ER30702 "WHETHER STUDENT-IND 91" ; +label variable ER30703 "COMPLETED EDUC-IND 91" ; +label variable ER30704 "TYPE TXBL INCOME 91" ; +label variable ER30705 "TOT LABOR INCOME-IND 91" ; +label variable ER30706 "ACC TOT LABOR Y-IND 91" ; +label variable ER30707 "TOT ASSET INCOME-IND 91" ; +label variable ER30708 "ACC TOT ASSET Y-IND 91" ; +label variable ER30709 "ANN WORK HRS-IND 91" ; +label variable ER30710 "ACC ANN WRK HRS-IND 91" ; +label variable ER30711 "TYPE TRANSFER Y-IND 91" ; +label variable ER30712 "G31 TYPE SOC SEC RCD 91" ; +label variable ER30713 "G34 AMT SOC SEC RCD 91" ; +label variable ER30714 "G34 ACC SOC SEC AMT 91" ; +label variable ER30715 "TOT TRNSFR EXC SS-IND 91" ; +label variable ER30716 "ACC TOT TRNSFR Y-IND 91" ; +label variable ER30717 "TOTAL TRNSFR Y-IND 91" ; +label variable ER30718 "H5 IND MED COVERAGE? 91" ; +label variable ER30719 "H13 OFUM HEALTH GOOD 91" ; +label variable ER30720 "MONTH S/O FAM FORMED 91" ; +label variable ER30721 "YEAR S/O FAM FORMED 91" ; +label variable ER30722 "MAIN FAM ID FOR S/O 91" ; +label variable ER30723 "AGE FROM BIRTH DATE 91" ; +label variable ER30724 "FOLLOW STATUS 91" ; +label variable ER30725 "MEDICARE PERMISSION 91" ; +label variable ER30726 "WHETHER ELIG PARENT 91" ; +label variable ER30727 "WHETHER HEALTH SUPP RECD 91" ; +label variable ER30728 "TYPE OF IND RECORD 91" ; +label variable ER30729 "WHY NONRESPONSE 91" ; +label variable ER30730 "CORE IND WEIGHT 91" ; +label variable ER30731 "LATINO IND WEIGHT 91" ; +label variable ER30732 "COMBINED IND WEIGHT 91" ; +label variable ER30733 "1992 INTERVIEW NUMBER" ; +label variable ER30734 "SEQUENCE NUMBER 92" ; +label variable ER30735 "RELATION TO HEAD 92" ; +label variable ER30736 "AGE OF INDIVIDUAL 92" ; +label variable ER30737 "MONTH IND BORN 92" ; +label variable ER30738 "YEAR IND BORN 92" ; +label variable ER30739 "MARR PAIRS INDICATOR 92" ; +label variable ER30740 "MOVED IN/OUT 92" ; +label variable ER30741 "MONTH MOVED IN/OUT 92" ; +label variable ER30742 "YEAR MOVED IN/OUT 92" ; +label variable ER30743 "TEMPLE INFORMNT HD 92" ; +label variable ER30744 "EMPLOYMENT STAT 92" ; +label variable ER30745 "G88 MO LAST IN SCH 92" ; +label variable ER30746 "G88 YR LAST IN SCH 92" ; +label variable ER30747 "WHETHER STUDENT 92" ; +label variable ER30748 "COMPLETED EDUCATION 92" ; +label variable ER30749 "TYPE TXBL INC BUILT 92" ; +label variable ER30750 "TOT LABOR INCOME 92" ; +label variable ER30751 "ACC TOT LABOR INCOME 92" ; +label variable ER30752 "TOT ASSET INCOME 92" ; +label variable ER30753 "ACC TOT ASSET INCOME 92" ; +label variable ER30754 "ANN WORK HRS 92" ; +label variable ER30755 "ACC ANN WRK HRS 92" ; +label variable ER30756 "TYPE TRANSFER Y BUILT 92" ; +label variable ER30757 "G33 TYPE SOC SEC RCD 92" ; +label variable ER30758 "G34 AMT SOC SEC RCD 92" ; +label variable ER30759 "G34 ACC SOC SEC AMT 92" ; +label variable ER30760 "TOT TRANSFR EXC SS 92" ; +label variable ER30761 "ACC TOT TRNSFR EXC SS 92" ; +label variable ER30762 "TOTAL TRNSFR INCOME 92" ; +label variable ER30763 "H25 IND MED COVERAGE? 92" ; +label variable ER30764 "H53 OFUM HEALTH GOOD 92" ; +label variable ER30765 "K2 OUT US 1968+ HD 92" ; +label variable ER30766 "K3 IN US 1968 HD 92" ; +label variable ER30767 "K4 YR IN US HD 92" ; +label variable ER30768 "K5 MOTHER IN US 68 HD 92" ; +label variable ER30769 "K6 FATHER IN US 68 HD 92" ; +label variable ER30770 "H6A BATHING 92" ; +label variable ER30771 "H6B DRESSING 92" ; +label variable ER30772 "H6C EATING 92" ; +label variable ER30773 "H6D GET OUT OF BED/CHAIR 92" ; +label variable ER30774 "H6E WALKING 92" ; +label variable ER30775 "H6F GET OUTSIDE 92" ; +label variable ER30776 "H6G USE/GET TO TOILET 92" ; +label variable ER30777 "H7 CKPT 92" ; +label variable ER30778 "H8 GET HELP W ACTIVITIES 92" ; +label variable ER30779 "H9 PROB PREPARE MEALS 92" ; +label variable ER30780 "H10 B/C OF HEALTH? 92" ; +label variable ER30781 "H11 PROB SHOP PERS ITEM 92" ; +label variable ER30782 "H12 B/C OF HEALTH? 92" ; +label variable ER30783 "H13 PROB MANAGE MONEY 92" ; +label variable ER30784 "H14 B/C OF HEALTH? 92" ; +label variable ER30785 "H15 PROB USE PHONE 92" ; +label variable ER30786 "H16 B/C OF HEALTH? 92" ; +label variable ER30787 "H17 PROB HEAVY HOUSEWORK 92" ; +label variable ER30788 "H18 B/C OF HEALTH? 92" ; +label variable ER30789 "H19 PROB LIGHT HOUSEWORK 92" ; +label variable ER30790 "H20 B/C OF HEALTH? 92" ; +label variable ER30791 "H21 HOME HLTH CARE 1991 92" ; +label variable ER30792 "H22 IN NURSING HOME 1991 92" ; +label variable ER30793 "H23 #WKS IN NURSING HOME 92" ; +label variable ER30794 "H24 IN NURS HOME BEFR 91 92" ; +label variable ER30795 "MONTH S/O FAM FORMED 92" ; +label variable ER30796 "YEAR S/O FAM FORMED 92" ; +label variable ER30797 "MAIN FAM ID FOR S/O 92" ; +label variable ER30798 "AGE FROM BIRTH DATE 92" ; +label variable ER30799 "FOLLOW STATUS 92" ; +label variable ER30800 "MEDICARE PERMISSION 92" ; +label variable ER30801 "TYPE OF IND RECORD 92" ; +label variable ER30802 "WHY NONRESPONSE 92" ; +label variable ER30803 "CORE IND WEIGHT 92" ; +label variable ER30804 "LATINO IND WEIGHT 92" ; +label variable ER30805 "COMBINED IND WEIGHT 92" ; +label variable ER30806 "1993 INTERVIEW NUMBER" ; +label variable ER30807 "SEQUENCE NUMBER 93" ; +label variable ER30808 "RELATION TO HEAD 93" ; +label variable ER30809 "AGE OF INDIVIDUAL 93" ; +label variable ER30810 "MONTH INDIVIDUAL BORN 93" ; +label variable ER30811 "YEAR INDIVIDUAL BORN 93" ; +label variable ER30812 "MARITAL PAIRS INDICATOR 93" ; +label variable ER30813 "MOVED IN/OUT 93" ; +label variable ER30814 "MONTH MOVED IN/OUT 93" ; +label variable ER30815 "YEAR MOVED IN/OUT 93" ; +label variable ER30816 "EMPLOYMENT STATUS 93" ; +label variable ER30817 "G88 MO LAST IN SCHOOL 93" ; +label variable ER30818 "G88 YR LAST IN SCHOOL 93" ; +label variable ER30819 "WHETHER STUDENT 93" ; +label variable ER30820 "YRS COMPLETED EDUCATION 93" ; +label variable ER30821 "TOTAL LABOR INCOME 93" ; +label variable ER30822 "TOTAL ASSET INCOME 93" ; +label variable ER30823 "TOTAL ANNUAL WORK HRS 93" ; +label variable ER30824 "TYPE TRANSFER INCOME 93" ; +label variable ER30825 "TOTAL TRANSFER INCOME 93" ; +label variable ER30826 "HAS MEDICAL COVERAGE? 93" ; +label variable ER30827 "HEALTH GOOD? 93" ; +label variable ER30828 "H6A BATHING 93" ; +label variable ER30829 "H6B DRESSING 93" ; +label variable ER30830 "H6C EATING 93" ; +label variable ER30831 "H6D GET OUT OF BED/CHAIR 93" ; +label variable ER30832 "H6E WALKING 93" ; +label variable ER30833 "H6F GET OUTSIDE 93" ; +label variable ER30834 "H6G USE/GET TO TOILET 93" ; +label variable ER30835 "H7 CKPT 93" ; +label variable ER30836 "H8 GET HELP W ACTIVITIES 93" ; +label variable ER30837 "H9 PROB PREPARE MEALS 93" ; +label variable ER30838 "H10 B/C OF HEALTH? 93" ; +label variable ER30839 "H11 PROB SHOP PERS ITEM 93" ; +label variable ER30840 "H12 B/C OF HEALTH? 93" ; +label variable ER30841 "H13 PROB MANAGE MONEY 93" ; +label variable ER30842 "H14 B/C OF HEALTH? 93" ; +label variable ER30843 "H15 PROB USE PHONE 93" ; +label variable ER30844 "H16 B/C OF HEALTH? 93" ; +label variable ER30845 "H17 PROB HEAVY HOUSEWORK 93" ; +label variable ER30846 "H18 B/C OF HEALTH? 93" ; +label variable ER30847 "H19 PROB LIGHT HOUSEWORK 93" ; +label variable ER30848 "H20 B/C OF HEALTH? 93" ; +label variable ER30849 "H21 HOME HLTH CARE 1992 93" ; +label variable ER30850 "H22 IN NURSING HOME 1992 93" ; +label variable ER30851 "H23 #WKS IN NURSING HOME 93" ; +label variable ER30852 "H24 IN NURS HOME BEFR 92 93" ; +label variable ER30853 "WTR HCB RECORD FOR SELF 93" ; +label variable ER30854 "WTR HCB RECORD FOR DAD 93" ; +label variable ER30855 "WTR HCB RECORD FOR MOM 93" ; +label variable ER30856 "MONTH S/O FAM FORMED 93" ; +label variable ER30857 "YEAR S/O FAM FORMED 93" ; +label variable ER30858 "MAIN FAM ID FOR S/O 93" ; +label variable ER30859 "FOLLOW STATUS 93" ; +label variable ER30860 "WHY FOLLOWABLE 93" ; +label variable ER30861 "MEDICARE PERMISSION 93" ; +label variable ER30862 "TYPE OF IND RECORD 93" ; +label variable ER30863 "WHY NONRESPONSE 93" ; +label variable ER30864 "CORE INDIVIDUAL LONGITUDINAL WEIGHT 93" ; +label variable ER30865 "LATINO IND WEIGHT 93" ; +label variable ER30866 "COMBINED IND WEIGHT 93" ; +label variable ER31987 "WHETHER IN US IN 1968" ; +label variable ER31988 "ETHNICITY ELIGIBILITY FOR LNPS" ; +label variable ER31989 "ETHNICITY OF LNPS SAMPLING AREA" ; +label variable ER31990 "MEXICAN LATINO STRATUM" ; +label variable ER31991 "MEXICAN LATINO SECU" ; +label variable ER31992 "PUERTO RICAN LATINO STRATUM" ; +label variable ER31993 "PUERTO RICAN LATINO SECU" ; +label variable ER31994 "CUBAN LATINO STRATUM" ; +label variable ER31995 "CUBAN LATINO SECU" ; +label variable ER31996 "SAMPLING ERROR STRATUM" ; +label variable ER31997 "SAMPLING ERROR CLUSTER" ; +label variable ER32000 "SEX OF INDIVIDUAL" ; +label variable ER32001 "WTR ALWAYS IN RESPONDING FAMILY UNIT" ; +label variable ER32002 "WTR EVER CODED INSTITUTIONAL" ; +label variable ER32003 "WTR ORIGINAL SAMPLE/BORN IN/MOVED IN" ; +label variable ER32004 "WTR EVER MOVED OUT OF FU OR DIED" ; +label variable ER32005 "WTR EVER OUT OF STUDY 1 YEAR OR MORE" ; +label variable ER32006 "WHETHER SAMPLE OR NONSAMPLE" ; +label variable ER32007 "YEAR OF MOST RECENT NONRESPONSE" ; +label variable ER32008 "YEAR FIRST BECAME NONRESPONSE" ; +label variable ER32009 "1968 ID OF MOTHER" ; +label variable ER32010 "PERSON # OF MOTHER" ; +label variable ER32011 "YEAR MOTHER BORN" ; +label variable ER32012 "TOTAL # CHILDREN BORN TO MOTHER" ; +label variable ER32013 "ORDER OF BIRTH TO MOTHER" ; +label variable ER32014 "BIRTH WEIGHT OF THIS INDIVIDUAL" ; +label variable ER32015 "MARITAL STATUS OF MOTHER AT BIRTH" ; +label variable ER32016 "1968 ID OF FATHER" ; +label variable ER32017 "PERSON # OF FATHER" ; +label variable ER32018 "YEAR FATHER BORN" ; +label variable ER32019 "TOTAL # CHILDREN BORN TO FATHER" ; +label variable ER32020 "ORDER OF BIRTH TO FATHER" ; +label variable ER32021 "YEAR BIRTH INFO MOST RECENTLY UPDATED" ; +label variable ER32022 "# LIVE BIRTHS TO THIS INDIVIDUAL" ; +label variable ER32023 "MONTH 1ST/ONLY CHILD BORN" ; +label variable ER32024 "YEAR 1ST/ONLY CHILD BORN" ; +label variable ER32025 "MONTH YOUNGEST CHILD BORN" ; +label variable ER32026 "YEAR YOUNGEST CHILD BORN" ; +label variable ER32027 "MONTH 2ND YOUNGEST CHILD BORN" ; +label variable ER32028 "YEAR 2ND YOUNGEST CHILD BORN" ; +label variable ER32029 "MONTH 3RD YOUNGEST CHILD BORN" ; +label variable ER32030 "YEAR 3RD YOUNGEST CHILD BORN" ; +label variable ER32031 "MONTH 4TH YOUNGEST CHILD BORN" ; +label variable ER32032 "YEAR 4TH YOUNGEST CHILD BORN" ; +label variable ER32033 "YEAR MARITAL INFO MOST RECENTLY UPDATED" ; +label variable ER32034 "# MARRIAGES OF THIS INDIVIDUAL" ; +label variable ER32035 "MONTH FIRST/ONLY MARRIAGE BEGAN" ; +label variable ER32036 "YEAR FIRST/ONLY MARRIAGE BEGAN" ; +label variable ER32037 "STATUS OF FIRST/ONLY MARRIAGE" ; +label variable ER32038 "MONTH FIRST/ONLY MARRIAGE ENDED" ; +label variable ER32039 "YEAR FIRST/ONLY MARRIAGE ENDED" ; +label variable ER32040 "MONTH SEPARATED FIRST/ONLY MARRIAGE" ; +label variable ER32041 "YEAR SEPARATED FIRST/ONLY MARRIAGE" ; +label variable ER32042 "MONTH MOST RECENT MARRIAGE BEGAN" ; +label variable ER32043 "YEAR MOST RECENT MARRIAGE BEGAN" ; +label variable ER32044 "STATUS OF MOST RECENT MARRIAGE" ; +label variable ER32045 "MONTH MOST RECENT MARRIAGE ENDED" ; +label variable ER32046 "YEAR MOST RECENT MARRIAGE ENDED" ; +label variable ER32047 "MONTH SEPARATED MOST RECENT MARRIAGE" ; +label variable ER32048 "YEAR SEPARATED MOST RECENT MARRIAGE" ; +label variable ER32049 "LAST KNOWN MARITAL STATUS" ; +label variable ER32050 "YEAR OF DEATH" ; +label variable ER33101 "1994 INTERVIEW NUMBER" ; +label variable ER33102 "SEQUENCE NUMBER 94" ; +label variable ER33103 "RELATION TO HEAD 94" ; +label variable ER33104 "AGE OF INDIVIDUAL 94" ; +label variable ER33105 "MONTH INDIVIDUAL BORN 94" ; +label variable ER33106 "YEAR INDIVIDUAL BORN 94" ; +label variable ER33107 "MARITAL PAIRS INDICAT 94" ; +label variable ER33108 "MOVED IN/OUT 94" ; +label variable ER33109 "MONTH MOVED IN/OUT 94" ; +label variable ER33110 "YEAR MOVED IN/OUT 94" ; +label variable ER33111 "EMPLOYMENT STATUS 94" ; +label variable ER33112 "G88 MO LAST IN SCHOOL 94" ; +label variable ER33113 "G88 YR LAST IN SCHOOL 94" ; +label variable ER33114 "WHETHER STUDENT 94" ; +label variable ER33115 "YRS COMPLETED EDUC 94" ; +label variable ER33116 "HAS MEDICAL COVERAGE? 94" ; +label variable ER33117 "HEALTH GOOD? 94" ; +label variable ER33118 "MEDICARE PERMISSION 94" ; +label variable ER33119 "CORE INDIVIDUAL LONGITUDINAL WEIGHT 94" ; +label variable ER33120 "LAT IND WEIGHT 94" ; +label variable ER33121 "COMBO IND WEIGHT 94" ; +label variable ER33122 "MONTH S/O FAM FORMED 94" ; +label variable ER33123 "YEAR S/O FAM FORMED 94" ; +label variable ER33124 "MAIN FAM ID FOR S/O 94" ; +label variable ER33125 "FOLLOW STATUS 94" ; +label variable ER33126 "TYPE OF IND RECORD 94" ; +label variable ER33127 "WHY NONRESPONSE 94" ; +label variable ER33128 "H1 HEALTH STATUS 94" ; +label variable ER33129 "H6A BATHING 94" ; +label variable ER33130 "H6B DRESSING 94" ; +label variable ER33131 "H6C EATING 94" ; +label variable ER33132 "H6D GET OUT OF BED/CHAIR 94" ; +label variable ER33133 "H6E WALKING 94" ; +label variable ER33134 "H6F GET OUTSIDE 94" ; +label variable ER33135 "H6G USE/GET TO TOILET 94" ; +label variable ER33136 "H7 CKPT 94" ; +label variable ER33137 "H8 GET HELP W ACTIVITIES 94" ; +label variable ER33138 "H9 PROB PREPARE MEALS 94" ; +label variable ER33139 "H10 B/C OF HEALTH? 94" ; +label variable ER33140 "H11 PROB SHOP PERS ITEM 94" ; +label variable ER33141 "H12 B/C OF HEALTH? 94" ; +label variable ER33142 "H13 PROB MANAGE MONEY 94" ; +label variable ER33143 "H14 B/C OF HEALTH? 94" ; +label variable ER33144 "H15 PROB USE PHONE 94" ; +label variable ER33145 "H16 B/C OF HEALTH? 94" ; +label variable ER33146 "H17 PROB HEAVY HOUSEWORK 94" ; +label variable ER33147 "H18 B/C OF HEALTH? 94" ; +label variable ER33148 "H19 PROB LIGHT HOUSEWORK 94" ; +label variable ER33149 "H20 B/C OF HEALTH? 94" ; +label variable ER33150 "WHY FOLLOWABLE 94" ; +label variable ER33201 "1995 INTERVIEW NUMBER" ; +label variable ER33202 "SEQUENCE NUMBER 95" ; +label variable ER33203 "RELATION TO HEAD 95" ; +label variable ER33204 "AGE OF INDIVIDUAL 95" ; +label variable ER33205 "MONTH INDIVIDUAL BORN 95" ; +label variable ER33206 "YEAR INDIVIDUAL BORN 95" ; +label variable ER33207 "MARITAL PAIRS INDICATOR 95" ; +label variable ER33208 "WHETHER MOVED IN/OUT 95" ; +label variable ER33209 "MONTH MOVED IN/OUT 95" ; +label variable ER33210 "YEAR MOVED IN/OUT 95" ; +label variable ER33211 "EMPLOYMENT STATUS 95" ; +label variable ER33212 "MONTH LAST IN SCHOOL 95" ; +label variable ER33213 "YEAR LAST IN SCHOOL 95" ; +label variable ER33214 "WHETHER STUDENT 95" ; +label variable ER33215 "YEARS COMPLETED EDUCATION 95" ; +label variable ER33216 "HAS MEDICAL COVERAGE? 95" ; +label variable ER33217 "HEALTH GOOD? 95" ; +label variable ER33218 "MEDICARE PERMISSION 95" ; +label variable ER33219 "RELATIONSHIP TO RESPONDENT 95" ; +label variable ER33220 "M3 CURRENTLY ATTENDING SCHOOL 95" ; +label variable ER33221 "M5 FULL-TIME OR PART-TIME STUDENT 95" ; +label variable ER33222 "M6 WHAT GRADE 95" ; +label variable ER33223 "M6A GRADUATE, GED, OR NEITHER 95" ; +label variable ER33224 "M7 MONTH LAST ATTENDED SCHOOL 95" ; +label variable ER33225 "M7 YEAR LAST ATTENDED SCHOOL 95" ; +label variable ER33226 "M9 LAST ENROLLED FULL OR PART TIME 95" ; +label variable ER33227 "M10 HIGHEST GRADE OR YEAR COMPLETED 95" ; +label variable ER33228 "M11A RECEIVED GED 95" ; +label variable ER33229 "M12 HIGH SCHOOL GRAD, GED, OR NEITHER 95" ; +label variable ER33230 "M14 EVER ATTEND PRIVATE SCHOOL K-12 95" ; +label variable ER33231 "M14A EVER ATTEND PRIVATE SCHOOL K-12 95" ; +label variable ER33232 "M15 GRADE ATTENDED PRIVATE SCHOOL 1 95" ; +label variable ER33233 "M15 GRADE ATTENDED PRIVATE SCHOOL 2 95" ; +label variable ER33234 "M15 GRADE ATTENDED PRIVATE SCHOOL 3 95" ; +label variable ER33235 "M15 GRADE ATTENDED PRIVATE SCHOOL 4 95" ; +label variable ER33236 "M15 GRADE ATTENDED PRIVATE SCHOOL 5 95" ; +label variable ER33237 "M15 GRADE ATTENDED PRIVATE SCHOOL 6 95" ; +label variable ER33238 "M15 GRADE ATTENDED PRIVATE SCHOOL 7 95" ; +label variable ER33239 "M15 GRADE ATTENDED PRIVATE SCHOOL 8 95" ; +label variable ER33240 "M15 GRADE ATTENDED PRIVATE SCHOOL 9 95" ; +label variable ER33241 "M15 GRADE ATTENDED PRIVATE SCHOOL 10 95" ; +label variable ER33242 "M15 GRADE ATTENDED PRIVATE SCHOOL 11 95" ; +label variable ER33243 "M15 GRADE ATTENDED PRIVATE SCHOOL 12 95" ; +label variable ER33244 "M16 NON-RELIG, CATHOLIC, ANOTHER REL 95" ; +label variable ER33245 "M17 ATTENDED SPEC CLASS/SCHL GIFTED 95" ; +label variable ER33246 "M18 REPEAT GRADE/SCHOOL RECOMMENDED 95" ; +label variable ER33247 "M19 WHICH GRADE REPEATED 1 95" ; +label variable ER33248 "M19 WHICH GRADE REPEATED 2 95" ; +label variable ER33249 "M19 WHICH GRADE REPEATED 3 95" ; +label variable ER33250 "M19 WHICH GRADE REPEATED 4 95" ; +label variable ER33251 "M19 WHICH GRADE REPEATED 5 95" ; +label variable ER33252 "M19 WHICH GRADE REPEATED 6 95" ; +label variable ER33253 "M19 WHICH GRADE REPEATED 7 95" ; +label variable ER33254 "M19 WHICH GRADE REPEATED 8 95" ; +label variable ER33255 "M19 WHICH GRADE REPEATED 9 95" ; +label variable ER33256 "M19 WHICH GRADE REPEATED 10 95" ; +label variable ER33257 "M19 WHICH GRADE REPEATED 11 95" ; +label variable ER33258 "M19 WHICH GRADE REPEATED 12 95" ; +label variable ER33259 "M20 EVER CLASSIFIED NEED SPECIAL ED 95" ; +label variable ER33260 "M21 LEARN DISAB PERCEPT/SPEECH IMPAIR 95" ; +label variable ER33261 "M22 EVER ENROLLED IN HEAD START 95" ; +label variable ER33262 "M23 HOW OLD 1ST ATTEND HEAD START 95" ; +label variable ER33263 "M24 TOTAL MONTHS ATTENDED HEAD START 95" ; +label variable ER33264 "M25 OTHER NURSERY PRESCHOOL DAY CARE 95" ; +label variable ER33265 "M26 SUSPENDED OR EXPELLED FROM SCHOOL 95" ; +label variable ER33266 "M27 EVER BOOKED/CHARGED BREAKING LAW 95" ; +label variable ER33267 "M28 SPENT TIME IN CORRECTIONS INST 95" ; +label variable ER33268 "M29 TIMES SENT TO YOUTH CORRECT INST 95" ; +label variable ER33269 "M30 TIMES SENT TO ADULT CORRECT INST 95" ; +label variable ER33270 "M31 MONTH LAST RELEASED 95" ; +label variable ER33271 "M31 YEAR LAST RELEASED 95" ; +label variable ER33272 "M33 TIMES FAM ASKED TALK SCHOOL BEHAV 95" ; +label variable ER33273 "M34 PARTICIPATE EXTRACURRICULAR ACT 95" ; +label variable ER33274 "M34A HOW OFTEN PARTIC EXTRACUR ACT 95" ; +label variable ER33275 "CORE INDIVIDUAL LONGITUDINAL WEIGHT 95" ; +label variable ER33276 "LATINO IND WEIGHT 95" ; +label variable ER33277 "COMBINED IND WEIGHT 95" ; +label variable ER33278 "MONTH S/O FAM FORMED 95" ; +label variable ER33279 "YEAR S/O FAM FORMED 95" ; +label variable ER33280 "MAIN FAM ID FOR S/O 95" ; +label variable ER33281 "FOLLOW STATUS 95" ; +label variable ER33282 "TYPE OF IND RECORD 95" ; +label variable ER33283 "WHY NONRESPONSE 95" ; +label variable ER33284 "H1 HEALTH STATUS 95" ; +label variable ER33285 "H6A BATHING 95" ; +label variable ER33286 "H6B DRESSING 95" ; +label variable ER33287 "H6C EATING 95" ; +label variable ER33288 "H6D GET OUT OF BED/CHAIR 95" ; +label variable ER33289 "H6E WALKING 95" ; +label variable ER33290 "H6F GET OUTSIDE 95" ; +label variable ER33291 "H6G USE/GET TO TOILET 95" ; +label variable ER33292 "H7 CKPT 95" ; +label variable ER33293 "H8 GET HELP W ACTIVITIES 95" ; +label variable ER33294 "H9 PROB PREPARE MEALS 95" ; +label variable ER33294A "H10 B/C OF HEALTH? 95" ; +label variable ER33295 "H11 PROB SHOP PERS ITEM 95" ; +label variable ER33295A "H12 B/C OF HEALTH? 95" ; +label variable ER33296 "H13 PROB MANAGE MONEY 95" ; +label variable ER33296A "H14 B/C OF HEALTH? 95" ; +label variable ER33297 "H15 PROB USE PHONE 95" ; +label variable ER33297A "H16 B/C OF HEALTH? 95" ; +label variable ER33298 "H17 PROB HEAVY HOUSEWORK 95" ; +label variable ER33298A "H18 B/C OF HEALTH? 95" ; +label variable ER33299 "H19 PROB LIGHT HOUSEWORK 95" ; +label variable ER33299A "H20 B/C OF HEALTH? 95" ; +label variable ER33299B "WHY FOLLOWABLE 95" ; +label variable ER33301 "1996 INTERVIEW NUMBER" ; +label variable ER33302 "SEQUENCE NUMBER 96" ; +label variable ER33303 "RELATION TO HEAD 96" ; +label variable ER33304 "AGE OF INDIVIDUAL 96" ; +label variable ER33305 "MONTH INDIVIDUAL BORN 96" ; +label variable ER33306 "YEAR INDIVIDUAL BORN 96" ; +label variable ER33307 "MARITAL PAIRS INDICATOR 96" ; +label variable ER33308 "WHETHER MOVED IN/OUT 96" ; +label variable ER33309 "MONTH MOVED IN/OUT 96" ; +label variable ER33310 "YEAR MOVED IN/OUT 96" ; +label variable ER33311 "EMPLOYMENT STATUS 96" ; +label variable ER33312 "MONTH LAST IN SCHOOL 96" ; +label variable ER33313 "YEAR LAST IN SCHOOL 96" ; +label variable ER33314 "WHETHER STUDENT 96" ; +label variable ER33315 "YEARS COMPLETED EDUCATION 96" ; +label variable ER33316 "HAS MEDICAL COVERAGE? 96" ; +label variable ER33317 "HEALTH GOOD? 96" ; +label variable ER33318 "CORE INDIVIDUAL LONGITUDINAL WEIGHT 96" ; +label variable ER33319 "MONTH S/O FAM FORMED 96" ; +label variable ER33320 "YEAR S/O FAM FORMED 96" ; +label variable ER33321 "MAIN FAM ID FOR S/O 96" ; +label variable ER33322 "FOLLOW STATUS 96" ; +label variable ER33323 "WHY FOLLOWABLE 96" ; +label variable ER33324 "TYPE OF IND RECORD 96" ; +label variable ER33325 "WHY NONRESPONSE 96" ; +label variable ER33326 "H1 HEALTH STATUS 96" ; +label variable ER33327 "H6A BATHING 96" ; +label variable ER33328 "H6B DRESSING 96" ; +label variable ER33329 "H6C EATING 96" ; +label variable ER33330 "H6D GET OUT OF BED/CHAIR 96" ; +label variable ER33331 "H6E WALKING 96" ; +label variable ER33332 "H6F GET OUTSIDE 96" ; +label variable ER33333 "H6G USE/GET TO TOILET 96" ; +label variable ER33334 "H7 CKPT 96" ; +label variable ER33335 "H8 GET HELP W ACTIVITIES 96" ; +label variable ER33336 "H9 PROB PREPARE MEALS 96" ; +label variable ER33337 "H10 B/C OF HEALTH? 96" ; +label variable ER33338 "H11 PROB SHOP PERS ITEM 96" ; +label variable ER33339 "H12 B/C OF HEALTH? 96" ; +label variable ER33340 "H13 PROB MANAGE MONEY 96" ; +label variable ER33341 "H14 B/C OF HEALTH? 96" ; +label variable ER33342 "H15 PROB USE PHONE 96" ; +label variable ER33343 "H16 B/C OF HEALTH? 96" ; +label variable ER33344 "H17 PROB HEAVY HOUSEWORK 96" ; +label variable ER33345 "H18 B/C OF HEALTH? 96" ; +label variable ER33346 "H19 PROB LIGHT HOUSEWORK 96" ; +label variable ER33347 "H20 B/C OF HEALTH? 96" ; +label variable ER33401 "1997 INTERVIEW NUMBER" ; +label variable ER33402 "SEQUENCE NUMBER 97" ; +label variable ER33403 "RELATION TO HEAD 97" ; +label variable ER33404 "AGE OF INDIVIDUAL 97" ; +label variable ER33405 "MONTH INDIVIDUAL BORN 97" ; +label variable ER33406 "YEAR INDIVIDUAL BORN 97" ; +label variable ER33407 "MARITAL PAIRS INDICATOR 97" ; +label variable ER33408 "WHETHER MOVED IN/OUT 97" ; +label variable ER33409 "MONTH MOVED IN/OUT 97" ; +label variable ER33410 "YEAR MOVED IN/OUT 97" ; +label variable ER33411 "EMPLOYMENT STATUS 97" ; +label variable ER33412 "MONTH LAST IN SCHOOL 97" ; +label variable ER33413 "YEAR LAST IN SCHOOL 97" ; +label variable ER33414 "WHETHER STUDENT 97" ; +label variable ER33415 "YEARS COMPLETED EDUCATION 97" ; +label variable ER33416 "HAS MEDICAL COVERAGE? 97" ; +label variable ER33417 "HEALTH GOOD? 97" ; +label variable ER33418 "WHETHER ELIGIBLE FOR CDS 97" ; +label variable ER33419 "WHETHER SELECTED FOR CDS 97" ; +label variable ER33420 "RESULT OF CDS INTERVIEW 97" ; +label variable ER33421 "ES1 STATE WHERE BORN 97" ; +label variable ER33422 "ES1 COUNTY/COUNTRY WHERE BORN 97" ; +label variable ER33423 "ES2 WHETHER LIVED IN US IN 1968 97" ; +label variable ER33424 "ES3 WTR US CITIZEN OUT OF US IN 68 97" ; +label variable ER33425 "ES4 WHETHER MOM LIVED IN US IN 1968 97" ; +label variable ER33426 "ES5 WTR MOM US CITIZEN OUT OF US IN 6897" ; +label variable ER33427 "ES6 WHETHER DAD LIVED IN US IN 1968 97" ; +label variable ER33428 "ES7 WTR DAD US CITIZEN OUT OF US IN 6897" ; +label variable ER33429 "ES8 WTR IN US SINCE JAN 1, 1995 97" ; +label variable ER33430 "CORE/IMM INDIVIDUAL LONGITUDINAL WT 97" ; +label variable ER33431 "MONTH S/O FAM FORMED 97" ; +label variable ER33432 "YEAR S/O FAM FORMED 97" ; +label variable ER33433 "MAIN FAM ID FOR S/O 97" ; +label variable ER33434 "FOLLOW STATUS 97" ; +label variable ER33435 "WHY FOLLOWABLE 97" ; +label variable ER33436 "TYPE OF IND RECORD 97" ; +label variable ER33437 "WHY NONRESPONSE 97" ; +label variable ER33438 "CORE/IMM INDIVIDUAL CROSS-SECTION WT 97" ; +label variable ER33501 "1999 INTERVIEW NUMBER" ; +label variable ER33502 "SEQUENCE NUMBER 99" ; +label variable ER33503 "RELATION TO HEAD 99" ; +label variable ER33504 "AGE OF INDIVIDUAL 99" ; +label variable ER33505 "MONTH INDIVIDUAL BORN 99" ; +label variable ER33506 "YEAR INDIVIDUAL BORN 99" ; +label variable ER33507 "MARITAL PAIRS INDICATOR 99" ; +label variable ER33508 "WHETHER MOVED IN/OUT 99" ; +label variable ER33509 "MONTH MOVED IN/OUT 99" ; +label variable ER33510 "YEAR MOVED IN/OUT 99" ; +label variable ER33511 "RESPONDENT? 99" ; +label variable ER33512 "EMPLOYMENT STATUS 99" ; +label variable ER33513 "MONTH LAST IN SCHOOL 99" ; +label variable ER33514 "YEAR LAST IN SCHOOL 99" ; +label variable ER33515 "WHETHER STUDENT 99" ; +label variable ER33516 "YEARS COMPLETED EDUCATION 99" ; +label variable ER33517 "HEALTH GOOD? 99" ; +label variable ER33518 "H61 TYPE HEALTH INSURANCE MENTION 1 99" ; +label variable ER33519 "H61 TYPE HEALTH INSURANCE MENTION 2 99" ; +label variable ER33520 "H61 TYPE HEALTH INSURANCE MENTION 3 99" ; +label variable ER33521 "H61 TYPE HEALTH INSURANCE MENTION 4 99" ; +label variable ER33522 "H62 MOS COVERED BY INSURANCE IN 97 99" ; +label variable ER33523 "H62A MOS COVERED BY INSURANCE IN 98 99" ; +label variable ER33524 "KL33A/ES1 STATE WHERE BORN 99" ; +label variable ER33525 "KL33A/ES1 COUNTY/COUNTRY WHERE BORN 99" ; +label variable ER33526 "KL33E/ES2/ES10 WTR LIVED IN US IN 68 99" ; +label variable ER33527 "KL33F/ES3/ES11 CITZN OUT OF US IN 68 99" ; +label variable ER33528 "ES4/ES12 WTR MOM LIVED IN US IN 1968 99" ; +label variable ER33529 "ES5/ES13 MOM CITIZEN OUT OF US IN 68 99" ; +label variable ER33530 "ES6/ES14 WTR DAD LIVED IN US IN 1968 99" ; +label variable ER33531 "ES7/ES15 DAD CITIZEN OUT OF US IN 68 99" ; +label variable ER33532 "KL33G/ES8/ES16 WTR IN US SINCE 1/1/97 99" ; +label variable ER33532A "R2 WTR RECEIVED PUB ASSTNCE IN 1997 99" ; +label variable ER33532B "R3 STATE WHERE RECD PUB ASSTNCE 1997 99" ; +label variable ER33532C "R4 WTR RECD TANF IN 1997 99" ; +label variable ER33532D "R4 WTR RECD ADC IN 1997 99" ; +label variable ER33532E "R4 WTR RECD GENERAL ASSISTANCE 1997 99" ; +label variable ER33532F "R4 WTR RECD EMERGENCY ASSISTANCE 1997 99" ; +label variable ER33532G "R4 WTR RECD CUBAN/HAITIAN REF 1997 99" ; +label variable ER33532H "R4 WTR RECD INDIAN ASSISTANCE IN 1997 99" ; +label variable ER33532I "R4 WTR RECD OTHER ASSISTANCE IN 1997 99" ; +label variable ER33532J "R5 REPRTD PUB ASSISTNCE AMT-YRLY 1997 99" ; +label variable ER33532K "R5 REPRTD PUB ASSISTNCE AMT-MLY 1997 99" ; +label variable ER33532L "R6 WTR RECD PUB ASSISTNCE IN JAN 1997 99" ; +label variable ER33532M "R6 WTR RECD PUB ASSISTNCE IN FEB 1997 99" ; +label variable ER33532N "R6 WTR RECD PUB ASSISTNCE IN MAR 1997 99" ; +label variable ER33532O "R6 WTR RECD PUB ASSISTNCE IN APR 1997 99" ; +label variable ER33532P "R6 WTR RECD PUB ASSISTNCE IN MAY 1997 99" ; +label variable ER33532Q "R6 WTR RECD PUB ASSISTNCE IN JUN 1997 99" ; +label variable ER33532R "R6 WTR RECD PUB ASSISTNCE IN JUL 1997 99" ; +label variable ER33532S "R6 WTR RECD PUB ASSISTNCE IN AUG 1997 99" ; +label variable ER33532T "R6 WTR RECD PUB ASSISTNCE IN SEP 1997 99" ; +label variable ER33532U "R6 WTR RECD PUB ASSISTNCE IN OCT 1997 99" ; +label variable ER33532V "R6 WTR RECD PUB ASSISTNCE IN NOV 1997 99" ; +label variable ER33532W "R6 WTR RECD PUB ASSISTNCE IN DEC 1997 99" ; +label variable ER33532X "R6 TOTAL MOS RECD PUB ASSISTANCE 1997 99" ; +label variable ER33532Y "ANNUALIZED PUBLIC ASSISTANCE AMT 1997 99" ; +label variable ER33532Z "ACCURACY OF PUBLIC ASSISTANCE IN 1997 99" ; +label variable ER33533 "R8 WTR RECEIVED SSI IN 1997 99" ; +label variable ER33534 "R12 WTR RECEIVED CHILD SUPPORT IN 97 99" ; +label variable ER33535 "R16 WTR RECEIVED HELP FROM RELS IN 97 99" ; +label variable ER33536 "R20 WTR RECEIVED OTHER HELP IN 1997 99" ; +label variable ER33536A "R26/R33/R41 REP EARNINGS ANT IN 1997 99" ; +label variable ER33536B "R26/R33/R41 REP EARNINGS UNIT 1997 99" ; +label variable ER33536C "R27/R34/R42 WEEKS WORKED IN 1997 99" ; +label variable ER33536D "R28/R35/R43 WTR RECD ERNGS JAN 1997 99" ; +label variable ER33536E "R28/R35/R43 WTR RECD ERNGS FEB 1997 99" ; +label variable ER33536F "R28/R35/R43 WTR RECD ERNGS MAR 1997 99" ; +label variable ER33536G "R28/R35/R43 WTR RECD ERNGS APR 1997 99" ; +label variable ER33536H "R28/R35/R43 WTR RECD ERNGS MAY 1997 99" ; +label variable ER33536I "R28/R35/R43 WTR RECD ERNGS JUN 1997 99" ; +label variable ER33536J "R28/R35/R43 WTR RECD ERNGS JUL 1997 99" ; +label variable ER33536K "R28/R35/R43 WTR RECD ERNGS AUG 1997 99" ; +label variable ER33536L "R28/R35/R43 WTR RECD ERNGS SEP 1997 99" ; +label variable ER33536M "R28/R35/R43 WTR RECD ERNGS OCT 1997 99" ; +label variable ER33536N "R28/R35/R43 WTR RECD ERNGS NOV 1997 99" ; +label variable ER33536O "R28/R35/R43 WTR RECD ERNGS DEC 1997 99" ; +label variable ER33536P "R28/R35/R43 TOT MOS RECD ERNGS 1997 99" ; +label variable ER33536Q "R29/R36/R44 HRS PER WK WORKED 1997 99" ; +label variable ER33537 "R48A WTR STOPPED WELFARE IN 1997 99" ; +label variable ER33537A "R30/R37/R45 WTR UNEMPLOYED JAN 1997 99" ; +label variable ER33537B "R30/R37/R45 WTR UNEMPLOYED FEB 1997 99" ; +label variable ER33537C "R30/R37/R45 WTR UNEMPLOYED MAR 1997 99" ; +label variable ER33537D "R30/R37/R45 WTR UNEMPLOYED APR 1997 99" ; +label variable ER33537E "R30/R37/R45 WTR UNEMPLOYED MAY 1997 99" ; +label variable ER33537F "R30/R37/R45 WTR UNEMPLOYED JUN 1997 99" ; +label variable ER33537G "R30/R37/R45 WTR UNEMPLOYED JUL 1997 99" ; +label variable ER33537H "R30/R37/R45 WTR UNEMPLOYED AUG 1997 99" ; +label variable ER33537I "R30/R37/R45 WTR UNEMPLOYED SEP 1997 99" ; +label variable ER33537J "R30/R37/R45 WTR UNEMPLOYED OCT 1997 99" ; +label variable ER33537K "R30/R37/R45 WTR UNEMPLOYED NOV 1997 99" ; +label variable ER33537L "R30/R37/R45 WTR UNEMPLOYED DEC 1997 99" ; +label variable ER33537M "R30/R37/R45 TOTAL MOS UNEMPLOYED 1997 99" ; +label variable ER33537N "TOTAL ANNUAL EARNINGS IN 1997 99" ; +label variable ER33537O "CALCULATED HOURLY WAGE RATE IN 1997 99" ; +label variable ER33538 "R58A WTR STOPPED FOOD STAMPS IN 1997 99" ; +label variable ER33539 "MONTH S/O FAM FORMED 99" ; +label variable ER33540 "YEAR S/O FAM FORMED 99" ; +label variable ER33541 "MAIN FAM ID FOR S/O 99" ; +label variable ER33542 "FOLLOW STATUS 99" ; +label variable ER33543 "WHY FOLLOWABLE 99" ; +label variable ER33544 "TYPE OF IND RECORD 99" ; +label variable ER33545 "WHY NONRESPONSE 99" ; +label variable ER33546 "CORE/IMM INDIVIDUAL LONGITUDINAL WT 99" ; +label variable ER33547 "CORE/IMM INDIVIDUAL CROSS-SECTION WT 99" ; +label variable ER33601 "2001 INTERVIEW NUMBER" ; +label variable ER33602 "SEQUENCE NUMBER 01" ; +label variable ER33603 "RELATION TO HEAD 01" ; +label variable ER33604 "AGE OF INDIVIDUAL 01" ; +label variable ER33605 "MONTH INDIVIDUAL BORN 01" ; +label variable ER33606 "YEAR INDIVIDUAL BORN 01" ; +label variable ER33607 "MARITAL PAIRS INDICATOR 01" ; +label variable ER33608 "WHETHER MOVED IN/OUT 01" ; +label variable ER33609 "MONTH MOVED IN/OUT 01" ; +label variable ER33610 "YEAR MOVED IN/OUT 01" ; +label variable ER33611 "RESPONDENT? 01" ; +label variable ER33612 "EMPLOYMENT STATUS 01" ; +label variable ER33613 "MONTH LAST IN SCHOOL 01" ; +label variable ER33614 "YEAR LAST IN SCHOOL 01" ; +label variable ER33615 "WHETHER STUDENT 01" ; +label variable ER33616 "YEARS COMPLETED EDUCATION 01" ; +label variable ER33617 "HEALTH GOOD? 01" ; +label variable ER33618 "H61 TYPE HEALTH INSURANCE MENTION 1 01" ; +label variable ER33619 "H61 TYPE HEALTH INSURANCE MENTION 2 01" ; +label variable ER33620 "H61 TYPE HEALTH INSURANCE MENTION 3 01" ; +label variable ER33621 "H61 TYPE HEALTH INSURANCE MENTION 4 01" ; +label variable ER33622 "H62 MOS COVERED BY INSURANCE IN 99 01" ; +label variable ER33623 "H62A MOS COVERED BY INSURANCE IN 00 01" ; +label variable ER33623A "R2 WTR RECEIVED PUB ASSTNCE IN 1999 01" ; +label variable ER33623B "R3 STATE WHERE RECD PUB ASSTNCE 1999 01" ; +label variable ER33623C "R4 WTR RECD TANF IN 1999 01" ; +label variable ER33623D "R4 WTR RECD ADC IN 1999 01" ; +label variable ER33623E "R4 WTR RECD GENERAL ASSISTANCE 1999 01" ; +label variable ER33623F "R4 WTR RECD EMERGENCY ASSISTANCE 1999 01" ; +label variable ER33623G "R4 WTR RECD CUBAN/HAITIAN REF 1999 01" ; +label variable ER33623H "R4 WTR RECD INDIAN ASSISTANCE IN 1999 01" ; +label variable ER33623I "R4 WTR RECD OTHER ASSISTANCE IN 1999 01" ; +label variable ER33623J "R5 REPRTD PUB ASSISTNCE AMT-YRLY 1999 01" ; +label variable ER33623K "R5 REPRTD PUB ASSISTNCE AMT-MLY 1999 01" ; +label variable ER33623L "R6 WTR RECD PUB ASSISTNCE IN JAN 1999 01" ; +label variable ER33623M "R6 WTR RECD PUB ASSISTNCE IN FEB 1999 01" ; +label variable ER33623N "R6 WTR RECD PUB ASSISTNCE IN MAR 1999 01" ; +label variable ER33623O "R6 WTR RECD PUB ASSISTNCE IN APR 1999 01" ; +label variable ER33623P "R6 WTR RECD PUB ASSISTNCE IN MAY 1999 01" ; +label variable ER33623Q "R6 WTR RECD PUB ASSISTNCE IN JUN 1999 01" ; +label variable ER33623R "R6 WTR RECD PUB ASSISTNCE IN JUL 1999 01" ; +label variable ER33623S "R6 WTR RECD PUB ASSISTNCE IN AUG 1999 01" ; +label variable ER33623T "R6 WTR RECD PUB ASSISTNCE IN SEP 1999 01" ; +label variable ER33623U "R6 WTR RECD PUB ASSISTNCE IN OCT 1999 01" ; +label variable ER33623V "R6 WTR RECD PUB ASSISTNCE IN NOV 1999 01" ; +label variable ER33623W "R6 WTR RECD PUB ASSISTNCE IN DEC 1999 01" ; +label variable ER33623X "R6 TOTAL MOS RECD PUB ASSISTANCE 1999 01" ; +label variable ER33623Y "ANNUALIZED PUBLIC ASSISTANCE AMT 1999 01" ; +label variable ER33623Z "ACCURACY OF PUBLIC ASSISTANCE IN 1999 01" ; +label variable ER33624 "R8 WTR RECEIVED SSI IN 1999 01" ; +label variable ER33625 "R12 WTR RECEIVED CHILD SUPPORT IN 99 01" ; +label variable ER33626 "R16 WTR RECEIVED HELP FROM RELS IN 99 01" ; +label variable ER33627 "R20 WTR RECEIVED OTHER HELP IN 1999 01" ; +label variable ER33627A "R26/R33/R41 REP EARNINGS AMT IN 1999 01" ; +label variable ER33627B "R26/R33/R41 REP EARNINGS UNIT 1999 01" ; +label variable ER33627C "R27/R34/R42 WEEKS WORKED IN 1999 01" ; +label variable ER33627D "R28/R35/R43 WTR RECD ERNGS JAN 1999 01" ; +label variable ER33627E "R28/R35/R43 WTR RECD ERNGS FEB 1999 01" ; +label variable ER33627F "R28/R35/R43 WTR RECD ERNGS MAR 1999 01" ; +label variable ER33627G "R28/R35/R43 WTR RECD ERNGS APR 1999 01" ; +label variable ER33627H "R28/R35/R43 WTR RECD ERNGS MAY 1999 01" ; +label variable ER33627I "R28/R35/R43 WTR RECD ERNGS JUN 1999 01" ; +label variable ER33627J "R28/R35/R43 WTR RECD ERNGS JUL 1999 01" ; +label variable ER33627K "R28/R35/R43 WTR RECD ERNGS AUG 1999 01" ; +label variable ER33627L "R28/R35/R43 WTR RECD ERNGS SEP 1999 01" ; +label variable ER33627M "R28/R35/R43 WTR RECD ERNGS OCT 1999 01" ; +label variable ER33627N "R28/R35/R43 WTR RECD ERNGS NOV 1999 01" ; +label variable ER33627O "R28/R35/R43 WTR RECD ERNGS DEC 1999 01" ; +label variable ER33627P "R28/R35/R43 TOT MOS RECD ERNGS 1999 01" ; +label variable ER33627Q "R29/R36/R44 HRS PER WK WORKED 1999 01" ; +label variable ER33628 "R48A WTR STOPPED WELFARE IN 1999 01" ; +label variable ER33628A "R30/R37/R45 WTR UNEMPLOYED JAN 1999 01" ; +label variable ER33628B "R30/R37/R45 WTR UNEMPLOYED FEB 1999 01" ; +label variable ER33628C "R30/R37/R45 WTR UNEMPLOYED MAR 1999 01" ; +label variable ER33628D "R30/R37/R45 WTR UNEMPLOYED APR 1999 01" ; +label variable ER33628E "R30/R37/R45 WTR UNEMPLOYED MAY 1999 01" ; +label variable ER33628F "R30/R37/R45 WTR UNEMPLOYED JUN 1999 01" ; +label variable ER33628G "R30/R37/R45 WTR UNEMPLOYED JUL 1999 01" ; +label variable ER33628H "R30/R37/R45 WTR UNEMPLOYED AUG 1999 01" ; +label variable ER33628I "R30/R37/R45 WTR UNEMPLOYED SEP 1999 01" ; +label variable ER33628J "R30/R37/R45 WTR UNEMPLOYED OCT 1999 01" ; +label variable ER33628K "R30/R37/R45 WTR UNEMPLOYED NOV 1999 01" ; +label variable ER33628L "R30/R37/R45 WTR UNEMPLOYED DEC 1999 01" ; +label variable ER33628M "R30/R37/R45 TOTAL MOS UNEMPLOYED 1999 01" ; +label variable ER33628N "TOTAL ANNUAL EARNINGS IN 1999 01" ; +label variable ER33628O "CALCULATED HOURLY WAGE RATE IN 1999 01" ; +label variable ER33629 "R58A WTR STOPPED FOOD STAMPS IN 1999 01" ; +label variable ER33630 "MONTH S/O FAM FORMED 01" ; +label variable ER33631 "YEAR S/O FAM FORMED 01" ; +label variable ER33632 "MAIN FAM ID FOR S/O 01" ; +label variable ER33633 "FOLLOW STATUS 01" ; +label variable ER33634 "WHY FOLLOWABLE 01" ; +label variable ER33635 "TYPE OF IND RECORD 01" ; +label variable ER33636 "WHY NONRESPONSE 01" ; +label variable ER33637 "CORE/IMM INDIVIDUAL LONGITUDINAL WT 01" ; +label variable ER33638 "RESULT OF CDS INTERVIEW 01" ; +label variable ER33639 "CORE/IMM INDIVIDUAL CROSS-SECTION WT 01" ; +label variable ER33701 "2003 INTERVIEW NUMBER" ; +label variable ER33702 "SEQUENCE NUMBER 03" ; +label variable ER33703 "RELATION TO HEAD 03" ; +label variable ER33704 "AGE OF INDIVIDUAL 03" ; +label variable ER33705 "MONTH INDIVIDUAL BORN 03" ; +label variable ER33706 "YEAR INDIVIDUAL BORN 03" ; +label variable ER33707 "MARITAL PAIRS INDICATOR 03" ; +label variable ER33708 "WHETHER MOVED IN/OUT 03" ; +label variable ER33709 "MONTH MOVED IN/OUT 03" ; +label variable ER33710 "YEAR MOVED IN/OUT 03" ; +label variable ER33711 "RESPONDENT? 03" ; +label variable ER33712 "EMPLOYMENT STATUS 03" ; +label variable ER33713 "MONTH LAST IN SCHOOL 03" ; +label variable ER33714 "YEAR LAST IN SCHOOL 03" ; +label variable ER33715 "WHETHER STUDENT 03" ; +label variable ER33716 "YEARS COMPLETED EDUCATION 03" ; +label variable ER33717 "HEALTH GOOD? 03" ; +label variable ER33718 "H61 TYPE HEALTH INSURANCE MENTION 1 03" ; +label variable ER33719 "H61 TYPE HEALTH INSURANCE MENTION 2 03" ; +label variable ER33720 "H61 TYPE HEALTH INSURANCE MENTION 3 03" ; +label variable ER33721 "H61 TYPE HEALTH INSURANCE MENTION 4 03" ; +label variable ER33722 "H62 MOS COVERED BY INSURANCE IN 01 03" ; +label variable ER33723 "H62A MOS COVERED BY INSURANCE IN 02 03" ; +label variable ER33724 "R2 WTR RECEIVED TANF IN 2001 03" ; +label variable ER33724A "R3 STATE WHERE RECD PUB ASSTNCE 2001 03" ; +label variable ER33724B "R4 WTR RECD TANF IN 2001 03" ; +label variable ER33724C "R4 WTR RECD ADC IN 2001 03" ; +label variable ER33724D "R4 WTR RECD GEN ASSISTANCE IN 2001 03" ; +label variable ER33724E "R4 WTR RECD EMERG ASSISTANCE IN 2001 03" ; +label variable ER33724F "R4 WTR RECD CUBAN/HAITIAN REF 2001 03" ; +label variable ER33724G "R4 WTR RECD INDIAN ASSIST IN 2001 03" ; +label variable ER33724H "R4 WTR RECD OTHER ASSISTANCE IN 2001 03" ; +label variable ER33724I "R8 WTR RECEIVED SSI IN 2001 03" ; +label variable ER33725 "R12 WTR RECEIVED CHILD SUPPORT IN 01 03" ; +label variable ER33726 "R16 WTR RECEIVED HELP FROM RELS IN 01 03" ; +label variable ER33727 "R20 WTR RECEIVED OTHER HELP IN 2001 03" ; +label variable ER33727A "R26/R41 REPORTED ERNINGS AMOUNT IN 01 03" ; +label variable ER33727B "R26/R41 REPORTED ERNINGS TIME UNIT 01 03" ; +label variable ER33727C "R42 WEEKS WORKED IN 2001 03" ; +label variable ER33727D "R43 WTR RECD EARNINGS IN JAN 2001 03" ; +label variable ER33727E "R43 WTR RECD EARNINGS IN FEB 2001 03" ; +label variable ER33727F "R43 WTR RECD EARNINGS IN MAR 2001 03" ; +label variable ER33727G "R43 WTR RECD EARNINGS IN APR 2001 03" ; +label variable ER33727H "R43 WTR RECD EARNINGS IN MAY 2001 03" ; +label variable ER33727I "R43 WTR RECD EARNINGS IN JUN 2001 03" ; +label variable ER33727J "R43 WTR RECD EARNINGS IN JUL 2001 03" ; +label variable ER33727K "R43 WTR RECD EARNINGS IN AUG 2001 03" ; +label variable ER33727L "R43 WTR RECD EARNINGS IN SEP 2001 03" ; +label variable ER33727M "R43 WTR RECD EARNINGS IN OCT 2001 03" ; +label variable ER33727N "R43 WTR RECD EARNINGS IN NOV 2001 03" ; +label variable ER33727O "R43 WTR RECD EARNINGS IN DEC 2001 03" ; +label variable ER33727P "R43 TOTAL MOS RECD EARNINGS IN 2001 03" ; +label variable ER33727Q "R44 HOURS PER WEEK WORKED IN 2001 03" ; +label variable ER33728 "R48A WTR STOP PUB ASSTNCE SINCE 2001 03" ; +label variable ER33728A "R45 WTR UNEMPLOYED IN JAN 2001 03" ; +label variable ER33728B "R45 WTR UNEMPLOYED IN FEB 2001 03" ; +label variable ER33728C "R45 WTR UNEMPLOYED IN MAR 2001 03" ; +label variable ER33728D "R45 WTR UNEMPLOYED IN APR 2001 03" ; +label variable ER33728E "R45 WTR UNEMPLOYED IN MAY 2001 03" ; +label variable ER33728F "R45 WTR UNEMPLOYED IN JUN 2001 03" ; +label variable ER33728G "R45 WTR UNEMPLOYED IN JUL 2001 03" ; +label variable ER33728H "R45 WTR UNEMPLOYED IN AUG 2001 03" ; +label variable ER33728I "R45 WTR UNEMPLOYED IN SEP 2001 03" ; +label variable ER33728J "R45 WTR UNEMPLOYED IN OCT 2001 03" ; +label variable ER33728K "R45 WTR UNEMPLOYED IN NOV 2001 03" ; +label variable ER33728L "R45 WTR UNEMPLOYED IN DEC 2001 03" ; +label variable ER33728M "R45 TOTAL MOS UNEMPLOYED IN 2001 03" ; +label variable ER33728N "TOTAL ANNUAL EARNINGS IN 2001 03" ; +label variable ER33728O "CALCULATED HOURLY WAGE RATE IN 2001 03" ; +label variable ER33729 "R58A WTR STOPPED FOOD STAMPS IN 2001 03" ; +label variable ER33730 "R78A WTR REC MEAL FOR ELDERLY IN 2002 03" ; +label variable ER33731 "R80A WTR REC SCHOOL LUNCH IN 2002 03" ; +label variable ER33732 "R81A WTR REC SCHOOL BREAKFAST IN 2002 03" ; +label variable ER33733 "MONTH S/O FAM FORMED 03" ; +label variable ER33734 "YEAR S/O FAM FORMED 03" ; +label variable ER33735 "MAIN FAM ID FOR S/O 03" ; +label variable ER33736 "FOLLOW STATUS 03" ; +label variable ER33737 "WHY FOLLOWABLE 03" ; +label variable ER33738 "TYPE OF IND RECORD 03" ; +label variable ER33739 "WHY NONRESPONSE 03" ; +label variable ER33740 "CORE/IMM INDIVIDUAL LONGITUDINAL WT 03" ; +label variable ER33741 "M13D WTR DECIDER FOR CHARITABLE GIVNG 03" ; +label variable ER33742 "CORE/IMM INDIVIDUAL CROSS-SECTION WT 03" ; +label variable ER33801 "2005 INTERVIEW NUMBER" ; +label variable ER33802 "SEQUENCE NUMBER 05" ; +label variable ER33803 "RELATION TO HEAD 05" ; +label variable ER33804 "AGE OF INDIVIDUAL 05" ; +label variable ER33805 "MONTH INDIVIDUAL BORN 05" ; +label variable ER33806 "YEAR INDIVIDUAL BORN 05" ; +label variable ER33807 "MARITAL PAIRS INDICATOR 05" ; +label variable ER33808 "WHETHER MOVED IN/OUT 05" ; +label variable ER33809 "MONTH MOVED IN/OUT 05" ; +label variable ER33810 "YEAR MOVED IN/OUT 05" ; +label variable ER33811 "RESPONDENT? 05" ; +label variable ER33812 "WTR COVERED BY TANF PAYMENTS IN 2004 05" ; +label variable ER33813 "EMPLOYMENT STATUS 05" ; +label variable ER33814 "MONTH LAST IN SCHOOL 05" ; +label variable ER33815 "YEAR LAST IN SCHOOL 05" ; +label variable ER33816 "WHETHER STUDENT 05" ; +label variable ER33817 "YEARS COMPLETED EDUCATION 05" ; +label variable ER33818 "HEALTH GOOD? 05" ; +label variable ER33819 "H61 TYPE HEALTH INSURANCE MENTION 1 05" ; +label variable ER33820 "H61 TYPE HEALTH INSURANCE MENTION 2 05" ; +label variable ER33821 "H61 TYPE HEALTH INSURANCE MENTION 3 05" ; +label variable ER33822 "H61 TYPE HEALTH INSURANCE MENTION 4 05" ; +label variable ER33823 "H61A WTR STATE INSURNCE PLAN FOR KIDS 05" ; +label variable ER33824 "H61B MOS COVERED BY INSURANCE IN 03 05" ; +label variable ER33825 "H61C MOS COVERED BY INSURANCE IN 04 05" ; +label variable ER33826 "WHETHER MEDICARE NUMBER GIVEN 05" ; +label variable ER33826A "R2/R11 EARNINGS AMT REPORTED IN 2003 05" ; +label variable ER33826B "R2/R11 EARNINGS PER UNIT IN 2003 05" ; +label variable ER33826C "R2/R11 EARNINGS ACCURACY 2003 05" ; +label variable ER33826D "R3/R13 WTR EARNINGS JAN 2003 05" ; +label variable ER33826E "R3/R13 WTR EARNINGS FEB 2003 05" ; +label variable ER33826F "R3/R13 WTR EARNINGS MAR 2003 05" ; +label variable ER33826G "R3/R13 WTR EARNINGS APR 2003 05" ; +label variable ER33826H "R3/R13 WTR EARNINGS MAY 2003 05" ; +label variable ER33826I "R3/R13 WTR EARNINGS JUN 2003 05" ; +label variable ER33826J "R3/R13 WTR EARNINGS JUL 2003 05" ; +label variable ER33826K "R3/R13 WTR EARNINGS AUG 2003 05" ; +label variable ER33826L "R3/R13 WTR EARNINGS SEP 2003 05" ; +label variable ER33826M "R3/R13 WTR EARNINGS OCT 2003 05" ; +label variable ER33826N "R3/R13 WTR EARNINGS NOV 2003 05" ; +label variable ER33826O "R3/R13 WTR EARNINGS DEC 2003 05" ; +label variable ER33827 "R4/R17 WTR REC ASSET INC 2003 05" ; +label variable ER33827A "R4 ASSET TYPE RENT 2003 05" ; +label variable ER33827B "R4 ASSET TYPE DIVIDEND 2003 05" ; +label variable ER33827C "R4 ASSET TYPE INTEREST 2003 05" ; +label variable ER33827D "R4 ASSET TYPE FUND/ROYALTY 2003 05" ; +label variable ER33827E "R5/R18 ASSET INC AMT 2003 05" ; +label variable ER33827F "R5/R18 ASSET INC PER 2003 05" ; +label variable ER33827G "R6/R19 WTR ASSET INC JAN 2003 05" ; +label variable ER33827H "R6/R19 WTR ASSET INC FEB 2003 05" ; +label variable ER33827I "R6/R19 WTR ASSET INC MAR 2003 05" ; +label variable ER33827J "R6/R19 WTR ASSET INC APR 2003 05" ; +label variable ER33827K "R6/R19 WTR ASSET INC MAY 2003 05" ; +label variable ER33827L "R6/R19 WTR ASSET INC JUN 2003 05" ; +label variable ER33827M "R6/R19 WTR ASSET INC JUL 2003 05" ; +label variable ER33827N "R6/R19 WTR ASSET INC AUG 2003 05" ; +label variable ER33827O "R6/R19 WTR ASSET INC SEP 2003 05" ; +label variable ER33827P "R6/R19 WTR ASSET INC OCT 2003 05" ; +label variable ER33827Q "R6/R19 WTR ASSET INC NOV 2003 05" ; +label variable ER33827R "R6/R19 WTR ASSET INC DEC 2003 05" ; +label variable ER33827S "R12 OFUM WKS WORKED 2003 05" ; +label variable ER33827T "R12 OFUM WKS WORKED ACC 2003 05" ; +label variable ER33827U "R14 OFUM HRS PER WK WORKED 2003 05" ; +label variable ER33827V "R14 OFUM HRS PER WK WORKED ACC 2003 05" ; +label variable ER33828 "R21 WTR RECEIVED SOCL SECURITY IN 03 05" ; +label variable ER33828A "R15 WTR OFUM UNEMP JAN 2003 05" ; +label variable ER33828B "R15 WTR OFUM UNEMP FEB 2003 05" ; +label variable ER33828C "R15 WTR OFUM UNEMP MAR 2003 05" ; +label variable ER33828D "R15 WTR OFUM UNEMP APR 2003 05" ; +label variable ER33828E "R15 WTR OFUM UNEMP MAY 2003 05" ; +label variable ER33828F "R15 WTR OFUM UNEMP JUN 2003 05" ; +label variable ER33828G "R15 WTR OFUM UNEMP JUL 2003 05" ; +label variable ER33828H "R15 WTR OFUM UNEMP AUG 2003 05" ; +label variable ER33828I "R15 WTR OFUM UNEMP SEP 2003 05" ; +label variable ER33828J "R15 WTR OFUM UNEMP OCT 2003 05" ; +label variable ER33828K "R15 WTR OFUM UNEMP NOV 2003 05" ; +label variable ER33828L "R15 WTR OFUM UNEMP DEC 2003 05" ; +label variable ER33829 "R26 WTR RECEIVED NON-VA PENSION IN 03 05" ; +label variable ER33830 "R30 WTR RECEIVED VA PENSION IN 2003 05" ; +label variable ER33831 "R34 WTR RECEIVED UNEMP COMP IN 2003 05" ; +label variable ER33832 "R38 WTR RECEIVED WORKERS COMP IN 2003 05" ; +label variable ER33833 "R42 WTR RECEIVED TANF/GA IN 2003 05" ; +label variable ER33833A "R43 STATE WHERE RECD PUB ASSTNCE 2003 05" ; +label variable ER33833B "R44 WTR RECD TANF IN 2003 05" ; +label variable ER33833C "R44 WTR RECD ADC IN 2003 05" ; +label variable ER33833D "R44 WTR RECD GEN ASSISTANCE IN 2003 05" ; +label variable ER33833E "R44 WTR RECD EMERG ASSISTANCE IN 2003 05" ; +label variable ER33833F "R44 WTR RECD CUBAN/HAITIAN REF 2003 05" ; +label variable ER33833G "R44 WTR RECD INDIAN ASSIST IN 2003 05" ; +label variable ER33833H "R44 WTR RECD OTHER ASSISTANCE IN 2003 05" ; +label variable ER33834 "R48 WTR RECEIVED SSI IN 2003 05" ; +label variable ER33835 "R52 WTR RECEIVED OTHER WELFARE IN 03 05" ; +label variable ER33836 "R56 WTR RECEIVED CHILD SUPPORT IN 03 05" ; +label variable ER33837 "R60 WTR RECD HELP FRM RELS/OTRS IN 03 05" ; +label variable ER33838 "M13D WTR DECIDER FOR CHARITABLE GIVNG 05" ; +label variable ER33839 "MONTH S/O FAM FORMED 05" ; +label variable ER33840 "YEAR S/O FAM FORMED 05" ; +label variable ER33841 "MAIN FAM ID FOR S/O 05" ; +label variable ER33842 "FOLLOW STATUS 05" ; +label variable ER33843 "WHY FOLLOWABLE 05" ; +label variable ER33844 "WTR ELGBLE FOR CDS TRANSITN TO ADULT 05" ; +label variable ER33845 "RESULT OF CDS TRANS-ADULT IW ATTEMPT 05" ; +label variable ER33846 "TYPE OF IND RECORD 05" ; +label variable ER33847 "WHY NONRESPONSE 05" ; +label variable ER33848 "CORE/IMM INDIVIDUAL LONGITUDINAL WT 05" ; +label variable ER33849 "CORE/IMM INDIVIDUAL CROSS-SECTION WT 05" ; +label variable ER33901 "2007 INTERVIEW NUMBER" ; +label variable ER33902 "SEQUENCE NUMBER 07" ; +label variable ER33903 "RELATION TO HEAD 07" ; +label variable ER33904 "AGE OF INDIVIDUAL 07" ; +label variable ER33905 "MONTH INDIVIDUAL BORN 07" ; +label variable ER33906 "YEAR INDIVIDUAL BORN 07" ; +label variable ER33907 "MARITAL PAIRS INDICATOR 07" ; +label variable ER33908 "WHETHER MOVED IN/OUT 07" ; +label variable ER33909 "MONTH MOVED IN/OUT 07" ; +label variable ER33910 "YEAR MOVED IN/OUT 07" ; +label variable ER33911 "RESPONDENT? 07" ; +label variable ER33912 "WTR COVERED BY TANF PAYMENTS IN 2006 07" ; +label variable ER33913 "EMPLOYMENT STATUS 07" ; +label variable ER33914 "MONTH LAST IN SCHOOL 07" ; +label variable ER33915 "YEAR LAST IN SCHOOL 07" ; +label variable ER33916 "WHETHER STUDENT 07" ; +label variable ER33917 "YEARS COMPLETED EDUCATION 07" ; +label variable ER33918 "HEALTH GOOD? 07" ; +label variable ER33919 "H61 TYPE HEALTH INSURANCE MENTION 1 07" ; +label variable ER33920 "H61 TYPE HEALTH INSURANCE MENTION 2 07" ; +label variable ER33921 "H61 TYPE HEALTH INSURANCE MENTION 3 07" ; +label variable ER33922 "H61 TYPE HEALTH INSURANCE MENTION 4 07" ; +label variable ER33923 "H61A WTR STATE INSURNCE PLAN FOR KIDS 07" ; +label variable ER33924 "H61B MOS COVERED BY INSURANCE IN 05 07" ; +label variable ER33925 "H61C MOS COVERED BY INSURANCE IN 06 07" ; +label variable ER33926 "WHETHER MEDICARE NUMBER GIVEN 07" ; +label variable ER33926A "R2/R11 EARNINGS AMT REPORTED IN 2005 07" ; +label variable ER33926B "R2/R11 EARNINGS PER UNIT IN 2005 07" ; +label variable ER33926C "R2/R11 EARNINGS IN 2005 ACCURACY 07" ; +label variable ER33926D "R3/R13 WTR EARNINGS JAN 2005 07" ; +label variable ER33926E "R3/R13 WTR EARNINGS FEB 2005 07" ; +label variable ER33926F "R3/R13 WTR EARNINGS MAR 2005 07" ; +label variable ER33926G "R3/R13 WTR EARNINGS APR 2005 07" ; +label variable ER33926H "R3/R13 WTR EARNINGS MAY 2005 07" ; +label variable ER33926I "R3/R13 WTR EARNINGS JUN 2005 07" ; +label variable ER33926J "R3/R13 WTR EARNINGS JUL 2005 07" ; +label variable ER33926K "R3/R13 WTR EARNINGS AUG 2005 07" ; +label variable ER33926L "R3/R13 WTR EARNINGS SEP 2005 07" ; +label variable ER33926M "R3/R13 WTR EARNINGS OCT 2005 07" ; +label variable ER33926N "R3/R13 WTR EARNINGS NOV 2005 07" ; +label variable ER33926O "R3/R13 WTR EARNINGS DEC 2005 07" ; +label variable ER33927 "R17 WTR RECEIVED ASSET INCOME IN 05 07" ; +label variable ER33927A "R12 OFUM WKS WORKED 2005 07" ; +label variable ER33927B "R12 OFUM WKS WORKED ACC 2005 07" ; +label variable ER33927C "R14 OFUM HRS PER WK WORKED 2005 07" ; +label variable ER33927D "R14 OFUM HRS PER WK WORKED ACC 2005 07" ; +label variable ER33927E "R15 WTR UNEMPLOYED JAN 2005 07" ; +label variable ER33927F "R15 WTR UNEMPLOYED FEB 2005 07" ; +label variable ER33927G "R15 WTR UNEMPLOYED MAR 2005 07" ; +label variable ER33927H "R15 WTR UNEMPLOYED APR 2005 07" ; +label variable ER33927I "R15 WTR UNEMPLOYED MAY 2005 07" ; +label variable ER33927J "R15 WTR UNEMPLOYED JUN 2005 07" ; +label variable ER33927K "R15 WTR UNEMPLOYED JUL 2005 07" ; +label variable ER33927L "R15 WTR UNEMPLOYED AUG 2005 07" ; +label variable ER33927M "R15 WTR UNEMPLOYED SEP 2005 07" ; +label variable ER33927N "R15 WTR UNEMPLOYED OCT 2005 07" ; +label variable ER33927O "R15 WTR UNEMPLOYED NOV 2005 07" ; +label variable ER33927P "R15 WTR UNEMPLOYED DEC 2005 07" ; +label variable ER33928 "R21 WTR RECEIVED SOCL SECURITY IN 05 07" ; +label variable ER33929 "R26 WTR RECEIVED NON-VA PENSION IN 05 07" ; +label variable ER33930 "R30 WTR RECEIVED VA PENSION IN 2005 07" ; +label variable ER33931 "R34 WTR RECEIVED UNEMP COMP IN 2005 07" ; +label variable ER33932 "R38 WTR RECEIVED WORKERS COMP IN 2005 07" ; +label variable ER33933 "R42 WTR RECEIVED TANF/GA IN 2005 07" ; +label variable ER33933A "R43 STATE WHERE RECD PUB ASSTNCE 2005 07" ; +label variable ER33933B "R44 WTR RECD TANF IN 2005 07" ; +label variable ER33933C "R44 WTR RECD ADC IN 2005 07" ; +label variable ER33933D "R44 WTR RECD GEN ASSISTANCE IN 2005 07" ; +label variable ER33933E "R44 WTR RECD EMERG ASSISTANCE IN 2005 07" ; +label variable ER33933F "R44 WTR RECD CUBAN/HAITIAN REF 2005 07" ; +label variable ER33933G "R44 WTR RECD INDIAN ASSIST IN 2005 07" ; +label variable ER33933H "R44 WTR RECD OTHER ASSISTANCE IN 2005 07" ; +label variable ER33934 "R48 WTR RECEIVED SSI IN 2005 07" ; +label variable ER33935 "R52 WTR RECEIVED OTHER WELFARE IN 05 07" ; +label variable ER33936 "R56 WTR RECEIVED CHILD SUPPORT IN 05 07" ; +label variable ER33937 "R60 WTR RECD HELP FRM RELS/OTRS IN 05 07" ; +label variable ER33938 "R64 WTR RECD AMT ANYTHING ELSE IN 05 07" ; +label variable ER33939 "MONTH S/O FAM FORMED 07" ; +label variable ER33940 "YEAR S/O FAM FORMED 07" ; +label variable ER33941 "MAIN FAM ID FOR S/O 07" ; +label variable ER33942 "FOLLOW STATUS 07" ; +label variable ER33943 "WHY FOLLOWABLE 07" ; +label variable ER33944 "WTR ELGBLE FOR CDS/TA 07" ; +label variable ER33945 "RESULT OF CDS/TA IW ATTEMPT 07" ; +label variable ER33946 "WTR INCLUDED IN ATTRITOR PROJECT 07" ; +label variable ER33947 "ATTRITOR PROJECT SOURCE 07" ; +label variable ER33948 "TYPE OF IND RECORD 07" ; +label variable ER33949 "WHY NONRESPONSE 07" ; +label variable ER33950 "CORE/IMM INDIVIDUAL LONGITUDINAL WT 07" ; +label variable ER33951 "CORE/IMM INDIVIDUAL CROSS-SECTION WT 07" ; +label variable ER34001 "2009 INTERVIEW NUMBER" ; +label variable ER34002 "SEQUENCE NUMBER 09" ; +label variable ER34003 "RELATION TO HEAD 09" ; +label variable ER34004 "AGE OF INDIVIDUAL 09" ; +label variable ER34005 "MONTH INDIVIDUAL BORN 09" ; +label variable ER34006 "YEAR INDIVIDUAL BORN 09" ; +label variable ER34007 "MARITAL PAIRS INDICATOR 09" ; +label variable ER34008 "WHETHER MOVED IN/OUT 09" ; +label variable ER34009 "MONTH MOVED IN/OUT 09" ; +label variable ER34010 "YEAR MOVED IN/OUT 09" ; +label variable ER34011 "RESPONDENT? 09" ; +label variable ER34012 "SN 1ST PERSON WHO HELPED WITH IW 09" ; +label variable ER34013 "SN 2ND PERSON WHO HELPED WITH IW 09" ; +label variable ER34014 "SN 3RD PERSON WHO HELPED WITH IW 09" ; +label variable ER34015 "WTR COVERED BY TANF PAYMENTS IN 2008 09" ; +label variable ER34016 "EMPLOYMENT STATUS 09" ; +label variable ER34017 "MONTH LAST IN SCHOOL 09" ; +label variable ER34018 "YEAR LAST IN SCHOOL 09" ; +label variable ER34019 "WHETHER STUDENT 09" ; +label variable ER34020 "YEARS COMPLETED EDUCATION 09" ; +label variable ER34021 "HEALTH GOOD? 09" ; +label variable ER34022 "H61 TYPE HEALTH INSURANCE MENTION 1 09" ; +label variable ER34023 "H61 TYPE HEALTH INSURANCE MENTION 2 09" ; +label variable ER34024 "H61 TYPE HEALTH INSURANCE MENTION 3 09" ; +label variable ER34025 "H61 TYPE HEALTH INSURANCE MENTION 4 09" ; +label variable ER34026 "H61A WTR STATE INSURNCE PLAN FOR KIDS 09" ; +label variable ER34027 "H61B MOS COVERED BY INSURANCE IN 07 09" ; +label variable ER34028 "H61C MOS COVERED BY INSURANCE IN 08 09" ; +label variable ER34029 "WHETHER MEDICARE NUMBER GIVEN 09" ; +label variable ER34030 "G33 TYPE SOC SEC RCD 09" ; +label variable ER34031 "G34 AMT SOC SEC RCD 09" ; +label variable ER34032 "G34 ACC SOC SEC AMT 09" ; +label variable ER34033 "MONTH S/O FAM FORMED 09" ; +label variable ER34034 "YEAR S/O FAM FORMED 09" ; +label variable ER34035 "MAIN FAM ID FOR S/O 09" ; +label variable ER34036 "FOLLOW STATUS 09" ; +label variable ER34037 "WHY FOLLOWABLE 09" ; +label variable ER34038 "WTR ELIGIBLE FOR TA 09" ; +label variable ER34039 "RESULT OF TA IW ATTEMPT 09" ; +label variable ER34040 "WTR ELIGIBLE FOR DUST 09" ; +label variable ER34041 "WHETHER SELECTED FOR DUST 09" ; +label variable ER34042 "RESULT OF DUST IW ATTEMPT 09" ; +label variable ER34043 "TYPE OF IND RECORD 09" ; +label variable ER34044 "WHY NONRESPONSE 09" ; +label variable ER34045 "CORE/IMM INDIVIDUAL LONGITUDINAL WT 09" ; +label variable ER34046 "CORE/IMM INDIVIDUAL CROSS-SECTION WT 09" ; +label variable ER34101 "2011 INTERVIEW NUMBER" ; +label variable ER34102 "SEQUENCE NUMBER 11" ; +label variable ER34103 "RELATION TO HEAD 11" ; +label variable ER34104 "AGE OF INDIVIDUAL 11" ; +label variable ER34105 "MONTH INDIVIDUAL BORN 11" ; +label variable ER34106 "YEAR INDIVIDUAL BORN 11" ; +label variable ER34107 "MARITAL PAIRS INDICATOR 11" ; +label variable ER34108 "WHETHER MOVED IN/OUT 11" ; +label variable ER34109 "MONTH MOVED IN/OUT 11" ; +label variable ER34110 "YEAR MOVED IN/OUT 11" ; +label variable ER34111 "RESPONDENT? 11" ; +label variable ER34112 "SN 1ST PERSON WHO HELPED WITH IW 11" ; +label variable ER34113 "SN 2ND PERSON WHO HELPED WITH IW 11" ; +label variable ER34114 "SN 3RD PERSON WHO HELPED WITH IW 11" ; +label variable ER34115 "WTR COVERED BY TANF PAYMENTS IN 2010 11" ; +label variable ER34116 "EMPLOYMENT STATUS 11" ; +label variable ER34117 "MONTH LAST IN SCHOOL 11" ; +label variable ER34118 "YEAR LAST IN SCHOOL 11" ; +label variable ER34119 "YEARS COMPLETED EDUCATION 11" ; +label variable ER34120 "HEALTH GOOD? 11" ; +label variable ER34121 "H61 TYPE HEALTH INSURANCE MENTION 1 11" ; +label variable ER34122 "H61 TYPE HEALTH INSURANCE MENTION 2 11" ; +label variable ER34123 "H61 TYPE HEALTH INSURANCE MENTION 3 11" ; +label variable ER34124 "H61 TYPE HEALTH INSURANCE MENTION 4 11" ; +label variable ER34125 "H61A WTR STATE INSURNCE PLAN FOR KIDS 11" ; +label variable ER34126 "H61B MOS COVERED BY INSURANCE IN 09 11" ; +label variable ER34127 "H61C MOS COVERED BY INSURANCE IN 10 11" ; +label variable ER34128 "H61D WTR COVERED BY INSURANCE NOW 11" ; +label variable ER34129 "H61E TYPE CURRENT HEALTH INS MEN 1 11" ; +label variable ER34130 "H61E TYPE CURRENT HEALTH INS MEN 2 11" ; +label variable ER34131 "H61E TYPE CURRENT HEALTH INS MEN 3 11" ; +label variable ER34132 "H61F SN 1ST PERSON EMP PROVIDES INS 11" ; +label variable ER34133 "H61F SN 2ND PERSON EMP PROVIDES INS 11" ; +label variable ER34134 "H61G SN 1ST PERSON POLICY HOLDER 11" ; +label variable ER34135 "H61G SN 2ND PERSON POLICY HOLDER 11" ; +label variable ER34136 "WHETHER MEDICARE NUMBER GIVEN 11" ; +label variable ER34137 "G33A WTR SOC SEC TYPE DISABILITY 11" ; +label variable ER34138 "G33A WTR SOC SEC TYPE RETIREMENT 11" ; +label variable ER34139 "G33A WTR SOC SEC TYPE SURVIVOR 11" ; +label variable ER34140 "G33A WTR SOC SEC TYPE DEP OF DISABLED 11" ; +label variable ER34141 "G33A WTR SOC SEC TYPE DEP OF RETIRED 11" ; +label variable ER34142 "G33A WTR SOC SEC TYPE OTHER 11" ; +label variable ER34143 "G34 AMT SOC SEC RCD 11" ; +label variable ER34144 "G34 ACC SOC SEC AMT 11" ; +label variable ER34145 "MONTH S/O FAM FORMED 11" ; +label variable ER34146 "YEAR S/O FAM FORMED 11" ; +label variable ER34147 "MAIN FAM ID FOR S/O 11" ; +label variable ER34148 "FOLLOW STATUS 11" ; +label variable ER34149 "WHY FOLLOWABLE 11" ; +label variable ER34150 "WTR ELGBLE FOR CDS/TA 11" ; +label variable ER34151 "RESULT OF CDS/TA IW ATTEMPT 11" ; +label variable ER34152 "TYPE OF IND RECORD 11" ; +label variable ER34153 "WHY NONRESPONSE 11" ; +label variable ER34154 "CORE/IMM INDIVIDUAL LONGITUDINAL WT 11" ; +label variable ER34155 "CORE/IMM INDIVIDUAL CROSS-SECTION WT 11" ; diff --git a/42/replication_package/data_replication/psid/raw_data/IND2011ER.txt b/42/replication_package/data_replication/psid/raw_data/IND2011ER.txt new file mode 100644 index 0000000000000000000000000000000000000000..324c5c7680e824dec91a64462c098695befdea8e --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/IND2011ER.txt @@ 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4859 - 4863 ER34501 4864 - 4868 + ER34502 4869 - 4870 ER34503 4871 - 4872 ER34504 4873 - 4875 + ER34505 4876 - 4877 ER34506 4878 - 4881 ER34507 4882 - 4882 + ER34508 4883 - 4883 ER34509 4884 - 4885 ER34510 4886 - 4889 + ER34511 4890 - 4890 ER34512 4891 - 4892 ER34513 4893 - 4894 + ER34514 4895 - 4896 ER34515 4897 - 4897 ER34516 4898 - 4898 + ER34517 4899 - 4902 ER34518 4903 - 4903 ER34519 4904 - 4904 + ER34520 4905 - 4906 ER34521 4907 - 4910 ER34522 4911 - 4912 + ER34523 4913 - 4914 ER34524 4915 - 4918 ER34525 4919 - 4920 + ER34526 4921 - 4924 ER34527 4925 - 4926 ER34528 4927 - 4928 + ER34529 4929 - 4932 ER34530 4933 - 4933 ER34531 4934 - 4935 + ER34532 4936 - 4939 ER34533 4940 - 4940 ER34534 4941 - 4941 + ER34535 4942 - 4943 ER34536 4944 - 4946 ER34537 4947 - 4949 + ER34538 4950 - 4951 ER34539 4952 - 4955 ER34540 4956 - 4958 + ER34541 4959 - 4961 ER34542 4962 - 4963 ER34543 4964 - 4967 + ER34544 4968 - 4969 ER34545 4970 - 4970 ER34546 4971 - 4971 + ER34547 4972 - 4973 ER34548 4974 - 4975 ER34549 4976 - 4976 + ER34550 4977 - 4977 ER34551 4978 - 4978 ER34552 4979 - 4980 + ER34553 4981 - 4984 ER34554 4985 - 4986 ER34555 4987 - 4988 + ER34556 4989 - 4992 ER34557 4993 - 4994 ER34558 4995 - 4998 + ER34559 4999 - 5000 ER34560 5001 - 5002 ER34561 5003 - 5006 + ER34562 5007 - 5007 ER34563 5008 - 5009 ER34564 5010 - 5013 + ER34565 5014 - 5014 ER34566 5015 - 5015 ER34567 5016 - 5017 + ER34568 5018 - 5020 ER34569 5021 - 5023 ER34570 5024 - 5025 + ER34571 5026 - 5029 ER34572 5030 - 5032 ER34573 5033 - 5035 + ER34574 5036 - 5037 ER34575 5038 - 5041 ER34576 5042 - 5043 + ER34577 5044 - 5044 ER34578 5045 - 5045 ER34579 5046 - 5047 + ER34580 5048 - 5048 ER34581 5049 - 5049 ER34582 5050 - 5050 + ER34583 5051 - 5051 ER34584 5052 - 5052 ER34585 5053 - 5053 + ER34586 5054 - 5054 ER34587 5055 - 5055 ER34588 5056 - 5056 + ER34589 5057 - 5057 ER34590 5058 - 5058 ER34591 5059 - 5059 + ER34592 5060 - 5061 ER34593 5062 - 5063 ER34594 5064 - 5064 + ER34595 5065 - 5066 ER34596 5067 - 5068 ER34597 5069 - 5070 + ER34598 5071 - 5072 ER34599 5073 - 5074 ER34600 5075 - 5076 + ER34601 5077 - 5078 ER34602 5079 - 5079 ER34603 5080 - 5080 + ER34604 5081 - 5081 ER34605 5082 - 5082 ER34606 5083 - 5083 + ER34607 5084 - 5084 ER34608 5085 - 5085 long ER34609 5086 - 5090 + ER34610 5091 - 5091 ER34611 5092 - 5092 ER34612 5093 - 5098 + ER34613 5099 - 5099 ER34614 5100 - 5105 ER34615 5106 - 5106 + ER34616 5107 - 5112 ER34617 5113 - 5113 ER34618 5114 - 5119 + ER34619 5120 - 5120 long ER34620 5121 - 5126 ER34621 5127 - 5127 + long ER34622 5128 - 5133 ER34623 5134 - 5134 ER34624 5135 - 5140 + ER34625 5141 - 5141 long ER34626 5142 - 5147 ER34627 5148 - 5148 + ER34628 5149 - 5154 ER34629 5155 - 5155 ER34630 5156 - 5161 + ER34631 5162 - 5162 long ER34632 5163 - 5168 ER34633 5169 - 5169 + long ER34634 5170 - 5176 long ER34635 5177 - 5183 long ER34636 5184 - 5190 + ER34637 5191 - 5191 long ER34638 5192 - 5197 long ER34639 5198 - 5204 + long ER34640 5205 - 5210 ER34641 5211 - 5212 ER34642 5213 - 5216 + long ER34643 5217 - 5221 ER34644 5222 - 5222 ER34645 5223 - 5224 + ER34646 5225 - 5225 ER34647 5226 - 5227 ER34648 5228 - 5229 + ER34649 5230 - 5231 ER34650 5232 - 5238 long ER34651 5239 - 5243 +using IND2017ER.txt, clear +; +label variable ER30000 "RELEASE NUMBER" ; +label variable ER30001 "1968 INTERVIEW NUMBER" ; +label variable ER30002 "PERSON NUMBER 68" ; +label variable ER30003 "RELATIONSHIP TO HEAD 68" ; +label variable ER30004 "AGE OF INDIVIDUAL 68" ; +label variable ER30005 "MARR PAIRS INDICATOR 68" ; +label variable ER30006 "WHETHER MOVED IN 68" ; +label variable ER30007 "MONTH MOVED IN 68" ; +label variable ER30008 "YEAR MOVED IN 68" ; +label variable ER30009 "IN SCHOOL 68" ; +label variable ER30010 "YRS SCHL COMPL 68" ; +label variable ER30011 "TYPE OF INCOME 68" ; +label variable ER30012 "MONEY INCOME IND 68" ; +label variable ER30013 "HOURS WORKED IND 68" ; +label variable ER30014 "SHARE EXPENSES 68" ; +label variable ER30015 "LIKELY TO MOVE 68" ; +label variable ER30016 "EXTRA EARNER NR. 68" ; +label variable ER30017 "TYPE OF IND RECORD 68" ; +label variable ER30018 "WHY NONRESPONSE 68" ; +label variable ER30019 "INDIVIDUAL WEIGHT 68" ; +label variable ER30020 "1969 INTERVIEW NUMBER" ; +label variable ER30021 "SEQUENCE NUMBER 69" ; +label variable ER30022 "RELATIONSHIP TO HEAD 69" ; +label variable ER30023 "AGE OF INDIVIDUAL 69" ; +label variable ER30024 "MARR PAIRS INDICATOR 69" ; +label variable ER30025 "WHETHER MOVED IN/OUT 69" ; +label variable ER30026 "MONTH MOVED IN/OUT 69" ; +label variable ER30027 "YEAR MOVED IN/OUT 69" ; +label variable ER30028 "STOPPED SCHOOL 69" ; +label variable ER30029 "HRS/WK HOUSEWRK 69" ; +label variable ER30030 "DISABLED OR RQ CARE 69" ; +label variable ER30031 "RESPONDENT? 69" ; +label variable ER30032 "TYPE OF INCOME 69" ; +label variable ER30033 "MONEY INCOME 69" ; +label variable ER30034 "HRS WORKED IN 68 69" ; +label variable ER30035 "SHARE EXPENSES 69" ; +label variable ER30036 "LIKELY TO MOVE OUT 69" ; +label variable ER30037 "MO S/O FAM FORMED 69" ; +label variable ER30038 "YR S/O FAM FORMED 69" ; +label variable ER30039 "MAIN FAM ID FOR S/O 69" ; +label variable ER30040 "TYPE OF IND RECORD 69" ; +label variable ER30041 "WHY NONRESPONSE 69" ; +label variable ER30042 "INDIVIDUAL WEIGHT 69" ; +label variable ER30043 "1970 INTERVIEW NUMBER" ; +label variable ER30044 "SEQUENCE NUMBER 70" ; +label variable ER30045 "RELATIONSHIP TO HEAD 70" ; +label variable ER30046 "AGE OF INDIVIDUAL 70" ; +label variable ER30047 "MARR PAIRS INDICATOR 70" ; +label variable ER30048 "WHETHER MOVED IN/OUT 70" ; +label variable ER30049 "MONTH MOVED IN/OUT 70" ; +label variable ER30050 "YEAR MOVED IN/OUT 70" ; +label variable ER30051 "STOPPED SCHOOL 70" ; +label variable ER30052 "GRADE FINISHED 70" ; +label variable ER30053 "HRS/WK HOUSEWK 70" ; +label variable ER30054 "DISABLED OR RQ CARE 70" ; +label variable ER30055 "RESPONDENT? 70" ; +label variable ER30056 "TYPE OF INCOME 70" ; +label variable ER30057 "MONEY INCOME 70" ; +label variable ER30058 "HOURS WORKED 70" ; +label variable ER30059 "SHARE EXPENSES 70" ; +label variable ER30060 "LIKELY TO MOVE OUT 70" ; +label variable ER30061 "MO S/O FAM FORMED 70" ; +label variable ER30062 "YR S/O FAM FORMED 70" ; +label variable ER30063 "MAIN FAM ID FOR S/O 70" ; +label variable ER30064 "TYPE OF IND RECORD 70" ; +label variable ER30065 "WHY NONRESPONSE 70" ; +label variable ER30066 "INDIVIDUAL WEIGHT 70" ; +label variable ER30067 "1971 INTERVIEW NUMBER" ; +label variable ER30068 "SEQUENCE NUMBER 71" ; +label variable ER30069 "RELATIONSHIP TO HEAD 71" ; +label variable ER30070 "AGE OF INDIVIDUAL 71" ; +label variable ER30071 "MARR PAIRS INDICATOR 71" ; +label variable ER30072 "WHETHER MOVED IN/OUT 71" ; +label variable ER30073 "MONTH MOVED IN/OUT 71" ; +label variable ER30074 "YEAR MOVED IN/OUT 71" ; +label variable ER30075 "STOPPED SCHOOL 71" ; +label variable ER30076 "GRADE FINISHED 71" ; +label variable ER30077 "HRS/WK HSWK 71" ; +label variable ER30078 "DISABLED OR REQ CR 71" ; +label variable ER30079 "RESPONDENT? 71" ; +label variable ER30080 "TYPE OF INCOME 71" ; +label variable ER30081 "MONEY INCOME 71" ; +label variable ER30082 "HOURS WORKED 71" ; +label variable ER30083 "SHARE EXPENSES 71" ; +label variable ER30084 "LIKELY TO MOVE OUT 71" ; +label variable ER30085 "MO S/O FAM FORMED 71" ; +label variable ER30086 "YR S/O FAM FORMED 71" ; +label variable ER30087 "MAIN FAM ID FOR S/O 71" ; +label variable ER30088 "TYPE OF IND RECORD 71" ; +label variable ER30089 "WHY NONRESPONSE 71" ; +label variable ER30090 "INDIVIDUAL WEIGHT 71" ; +label variable ER30091 "1972 INTERVIEW NUMBER" ; +label variable ER30092 "SEQUENCE NUMBER 72" ; +label variable ER30093 "RELATIONSHIP TO HEAD 72" ; +label variable ER30094 "AGE OF INDIVIDUAL 72" ; +label variable ER30095 "MARR PAIRS INDICATOR 72" ; +label variable ER30096 "WHETHER MOVED IN/OUT 72" ; +label variable ER30097 "MONTH MOVED IN/OUT 72" ; +label variable ER30098 "YEAR MOVED IN/OUT 72" ; +label variable ER30099 "STOPPED SCHOOL 72" ; +label variable ER30100 "GRADE FINISHED 72" ; +label variable ER30101 "WHO DID WORK? 72" ; +label variable ER30102 "HRS/WK HSWRK 72" ; +label variable ER30103 "DISABLED OR REQ CR 72" ; +label variable ER30104 "RESPONDENT? 72" ; +label variable ER30105 "TYPE OF INCOME 72" ; +label variable ER30106 "MONEY INCOME 72" ; +label variable ER30107 "HOURS WORKED 72" ; +label variable ER30108 "SHARE EXPENSES? 72" ; +label variable ER30109 "LIKELY TO MOVE OUT 72" ; +label variable ER30110 "COMPLETED EDUCATION 72" ; +label variable ER30111 "MO S/O FAM FORMED 72" ; +label variable ER30112 "YR S/O FAM FORMED 72" ; +label variable ER30113 "MAIN FAM ID FOR S/O 72" ; +label variable ER30114 "TYPE OF IND RECORD 72" ; +label variable ER30115 "WHY NONRESPONSE 72" ; +label variable ER30116 "INDIVIDUAL WEIGHT 72" ; +label variable ER30117 "1973 INTERVIEW NUMBER" ; +label variable ER30118 "SEQUENCE NUMBER 73" ; +label variable ER30119 "RELATIONSHIP TO HEAD 73" ; +label variable ER30120 "AGE OF INDIVIDUAL 73" ; +label variable ER30121 "MARR PAIRS INDICATOR 73" ; +label variable ER30122 "WHETHER MOVED IN/OUT 73" ; +label variable ER30123 "MONTH MOVED IN/OUT 73" ; +label variable ER30124 "YEAR MOVED IN/OUT 73" ; +label variable ER30125 "STOPPED SCHOOL 73" ; +label variable ER30126 "GRADE FINISHED 73" ; +label variable ER30127 "HR/WK HOUSEWORK 73" ; +label variable ER30128 "RESPONDENT? 73" ; +label variable ER30129 "TYPE OF INCOME 73" ; +label variable ER30130 "MONEY INCOME 73" ; +label variable ER30131 "HOURS WORKED 73" ; +label variable ER30132 "MO S/O FAM FORMED 73" ; +label variable ER30133 "YR S/O FAM FORMED 73" ; +label variable ER30134 "MAIN FAM ID FOR S/O 73" ; +label variable ER30135 "TYPE OF IND RECORD 73" ; +label variable ER30136 "WHY NONRESPONSE 73" ; +label variable ER30137 "INDIVIDUAL WEIGHT 73" ; +label variable ER30138 "1974 INTERVIEW NUMBER" ; +label variable ER30139 "SEQUENCE NUMBER 74" ; +label variable ER30140 "RELATIONSHIP TO HEAD 74" ; +label variable ER30141 "AGE OF INDIVIDUAL 74" ; +label variable ER30142 "MARR PAIRS INDICATOR 74" ; +label variable ER30143 "WHETHER MOVED IN/OUT 74" ; +label variable ER30144 "MONTH MOVED IN/OUT 74" ; +label variable ER30145 "YEAR MOVED IN/OUT 74" ; +label variable ER30146 "STOP SCHOOL? 74" ; +label variable ER30147 "HIGHEST GRADE 74" ; +label variable ER30148 "HRS/WK HOUSEWORK 74" ; +label variable ER30149 "RESPONDENT? 74" ; +label variable ER30150 "TYPE OF INCOME 74" ; +label variable ER30151 "WTR WELFARE INCOME 74" ; +label variable ER30152 "TOTAL MONEY INCOME 74" ; +label variable ER30153 "TOT ANN HRS 74" ; +label variable ER30154 "MO S/O FAM FORMED 74" ; +label variable ER30155 "YR S/O FAM FORMED 74" ; +label variable ER30156 "MAIN FAM ID FOR S/O 74" ; +label variable ER30157 "TYPE OF IND RECORD 74" ; +label variable ER30158 "WHY NONRESPONSE 74" ; +label variable ER30159 "INDIVIDUAL WEIGHT 74" ; +label variable ER30160 "1975 INTERVIEW NUMBER" ; +label variable ER30161 "SEQUENCE NUMBER 75" ; +label variable ER30162 "RELATIONSHIP TO HEAD 75" ; +label variable ER30163 "AGE OF INDIVIDUAL 75" ; +label variable ER30164 "MARR PAIRS INDICATOR 75" ; +label variable ER30165 "WHETHER MOVED IN/OUT 75" ; +label variable ER30166 "MONTH MOVED IN/OUT 75" ; +label variable ER30167 "YEAR MOVED IN/OUT 75" ; +label variable ER30168 "STOPPED SCHOOL? 75" ; +label variable ER30169 "HIGHEST GRAD FINISHED 75" ; +label variable ER30170 "RESPONDENT? 75" ; +label variable ER30171 "LABOR/ASSET TYPE INC 75" ; +label variable ER30172 "TRANSFER TYPE INC 75" ; +label variable ER30173 "TAXABLE INCOME 75" ; +label variable ER30174 "ACC TAXABLE Y 75" ; +label variable ER30175 "TRANSFER INCOME 75" ; +label variable ER30176 "ACC TRANSFER Y 75" ; +label variable ER30177 "HRS WORKED IN 74 75" ; +label variable ER30178 "ACC HRS WORKED IN 74 75" ; +label variable ER30179 "HRS UNEMP IN 74 75" ; +label variable ER30180 "ACC HRS UNEMPLOYED 75" ; +label variable ER30181 "COMPLETED EDUCATION 75" ; +label variable ER30182 "MO S/O FAM FORMED 75" ; +label variable ER30183 "YR S/O FAM FORMED 75" ; +label variable ER30184 "MAIN FAM ID FOR S/O 75" ; +label variable ER30185 "TYPE OF IND RECORD 75" ; +label variable ER30186 "WHY NONRESPONSE 75" ; +label variable ER30187 "INDIVIDUAL WEIGHT 75" ; +label variable ER30188 "1976 INTERVIEW NUMBER" ; +label variable ER30189 "SEQUENCE NUMBER 76" ; +label variable ER30190 "RELATIONSHIP TO HEAD 76" ; +label variable ER30191 "AGE OF INDIVIDUAL 76" ; +label variable ER30192 "MARR PAIRS INDICATOR 76" ; +label variable ER30193 "WHETHER MOVED IN/OUT 76" ; +label variable ER30194 "MONTH MOVED IN/OUT 76" ; +label variable ER30195 "YEAR MOVED IN/OUT 76" ; +label variable ER30196 "STOP SCHOOL? 76" ; +label variable ER30197 "HIGHEST GRADE FINISH 76" ; +label variable ER30198 "HRS HOUSEWORK/WK 76" ; +label variable ER30199 "EXTRA CARE? 76" ; +label variable ER30200 "RESPONDENT? 76" ; +label variable ER30201 "TAXABLE Y SOURCE 76" ; +label variable ER30202 "TOTAL TAXABLE Y 76" ; +label variable ER30203 "ACC TAXABLE Y 76" ; +label variable ER30204 "HRS WRKED LAST YR 76" ; +label variable ER30205 "ACC IND WRK HRS 76" ; +label variable ER30206 "HRS UNEMP LAST YR 76" ; +label variable ER30207 "ACC IND UNEMP HRS 76" ; +label variable ER30208 "TRANSFER Y SOURCE 76" ; +label variable ER30209 "TOTAL TRANSFER Y 76" ; +label variable ER30210 "ACC TRANSFER Y 76" ; +label variable ER30211 "MO S/O FAM FORMED 76" ; +label variable ER30212 "YR S/O FAM FORMED 76" ; +label variable ER30213 "MAIN FAM ID FOR S/O 76" ; +label variable ER30214 "TYPE OF IND RECORD 76" ; +label variable ER30215 "WHY NONRESPONSE 76" ; +label variable ER30216 "INDIVIDUAL WEIGHT 76" ; +label variable ER30217 "1977 INTERVIEW NUMBER" ; +label variable ER30218 "SEQUENCE NUMBER 77" ; +label variable ER30219 "RELATIONSHIP TO HEAD 77" ; +label variable ER30220 "AGE OF INDIVIDUAL 77" ; +label variable ER30221 "MARR PAIRS INDICATOR 77" ; +label variable ER30222 "WHETHER MOVED IN/OUT 77" ; +label variable ER30223 "MONTH MOVED IN/OUT 77" ; +label variable ER30224 "YEAR MOVED IN/OUT 77" ; +label variable ER30225 "STOP SCHOOL? 77" ; +label variable ER30226 "HIGHEST GRADE FINISH 77" ; +label variable ER30227 "HRS HOUSEWORK/WK 77" ; +label variable ER30228 "NEEDS EXTRA CARE? 77" ; +label variable ER30229 "RESPONDENT? 77" ; +label variable ER30230 "TAXABLE Y SOURCE 77" ; +label variable ER30231 "TOTAL TAXABLE Y 77" ; +label variable ER30232 "ACC TAXABLE Y 77" ; +label variable ER30233 "HRS WORKED LAST YR 77" ; +label variable ER30234 "ACC WORK HRS 77" ; +label variable ER30235 "HRS UNEMP LAST YR 77" ; +label variable ER30236 "ACC UNEMP HRS 77" ; +label variable ER30237 "TRANSFER Y SOURCE 77" ; +label variable ER30238 "TOTAL TRANSFER Y 77" ; +label variable ER30239 "ACC TRANSFER Y 77" ; +label variable ER30240 "MO S/O FAM FORMED 77" ; +label variable ER30241 "YR S/O FAM FORMED 77" ; +label variable ER30242 "MAIN FAM ID FOR S/O 77" ; +label variable ER30243 "TYPE OF IND RECORD 77" ; +label variable ER30244 "WHY NONRESPONSE 77" ; +label variable ER30245 "INDIVIDUAL WEIGHT 77" ; +label variable ER30246 "1978 INTERVIEW NUMBER" ; +label variable ER30247 "SEQUENCE NUMBER 78" ; +label variable ER30248 "RELATIONSHIP TO HEAD 78" ; +label variable ER30249 "AGE OF INDIVIDUAL 78" ; +label variable ER30250 "MARR PAIRS INDICATOR 78" ; +label variable ER30251 "WHETHER MOVED IN/OUT 78" ; +label variable ER30252 "MONTH MOVED IN/OUT 78" ; +label variable ER30253 "YEAR MOVED IN/OUT 78" ; +label variable ER30254 "STOP SCHOOL? 78" ; +label variable ER30255 "HIGHEST GRADE FINISH 78" ; +label variable ER30256 "HRS HOUSEWORK/WK 78" ; +label variable ER30257 "LOOKING FOR WORK? 78" ; +label variable ER30258 "LOOKING LAST 4 WKS? 78" ; +label variable ER30259 "WHETHER HEALTH LIMIT 78" ; +label variable ER30260 "HOW MUCH LIMIT? 78" ; +label variable ER30261 "# YEARS WITH CONDITN 78" ; +label variable ER30262 "CONDITN BETTER OR 78" ; +label variable ER30263 "NEED EXTRA CARE? 78" ; +label variable ER30264 "MEAN EXTRA COSTS? 78" ; +label variable ER30265 "ARE COSTS SMALL OR 78" ; +label variable ER30266 "RESPONDENT? 78" ; +label variable ER30267 "TYPE TAXABLE INCOM 78" ; +label variable ER30268 "TOTAL TAXABLE INCOM 78" ; +label variable ER30269 "ACC TOT TAXBL INC 78" ; +label variable ER30270 "HOURS WORKED IN 77 78" ; +label variable ER30271 "ACC TOT HRS WRKD 77 78" ; +label variable ER30272 "TOT HRS UNEMPLYD 77 78" ; +label variable ER30273 "ACC TOT HRS UNEMP 77 78" ; +label variable ER30274 "TYPE TRANSFR INCOM 78" ; +label variable ER30275 "TOTAL TRANSFR INCOM 78" ; +label variable ER30276 "ACC TOT TRANF INCOME 78" ; +label variable ER30277 "MO S/O FAM FORMED 78" ; +label variable ER30278 "YR S/O FAM FORMED 78" ; +label variable ER30279 "MAIN FAM ID FOR S/O 78" ; +label variable ER30280 "TYPE OF IND RECORD 78" ; +label variable ER30281 "WHY NONRESPONSE 78" ; +label variable ER30282 "INDIVIDUAL WEIGHT 78" ; +label variable ER30283 "1979 INTERVIEW NUMBER" ; +label variable ER30284 "SEQUENCE NUMBER 79" ; +label variable ER30285 "RELATIONSHIP TO HEAD 79" ; +label variable ER30286 "AGE OF INDIVIDUAL 79" ; +label variable ER30287 "MARR PAIRS INDICATOR 79" ; +label variable ER30288 "WHETHER MOVED IN/OUT 79" ; +label variable ER30289 "MONTH MOVED IN/OUT 79" ; +label variable ER30290 "YEAR MOVED IN/OUT 79" ; +label variable ER30291 "HRS HSWRK 79" ; +label variable ER30292 "RESPONDENT? 79" ; +label variable ER30293 "EMPL STATUS 79" ; +label variable ER30294 "K4 STUDENT? 79" ; +label variable ER30295 "K48 # WKS IN SCHOOL 79" ; +label variable ER30296 "K49 EDUCATION 79" ; +label variable ER30297 "TYPE TAXABLE INCOME 79" ; +label variable ER30298 "TOT TAXABLE INCOME 79" ; +label variable ER30299 "ACC TOT TXBL INC 79" ; +label variable ER30300 "TOT HRS WRKD 78 79" ; +label variable ER30301 "ACC TOT HRS WRKD 79" ; +label variable ER30302 "TOT HRS UNEMP 78 79" ; +label variable ER30303 "ACC TOT HRS UNEMP 79" ; +label variable ER30304 "TYPE TRANSFER INC 79" ; +label variable ER30305 "TOT TRANSFER INC 79" ; +label variable ER30306 "ACC TOT TRANS INC 79" ; +label variable ER30307 "MO S/O FAM FORMED 79" ; +label variable ER30308 "YR S/O FAM FORMED 79" ; +label variable ER30309 "MAIN FAM ID FOR S/O 79" ; +label variable ER30310 "TYPE OF IND RECORD 79" ; +label variable ER30311 "WHY NONRESPONSE 79" ; +label variable ER30312 "INDIVIDUAL WEIGHT 79" ; +label variable ER30313 "1980 INTERVIEW NUMBER" ; +label variable ER30314 "SEQUENCE NUMBER 80" ; +label variable ER30315 "RELATIONSHIP TO HEAD 80" ; +label variable ER30316 "AGE OF INDIVIDUAL 80" ; +label variable ER30317 "MARR PAIRS INDICATOR 80" ; +label variable ER30318 "WHETHER MOVED IN/OUT 80" ; +label variable ER30319 "MONTH MOVED IN/OUT 80" ; +label variable ER30320 "YEAR MOVED IN/OUT 80" ; +label variable ER30321 "HR/WEEK HOUSEWORK 80" ; +label variable ER30322 "RESPONDENT? 80" ; +label variable ER30323 "1980 EMPL STATUS 80" ; +label variable ER30324 "IND A STUDENT? 80" ; +label variable ER30325 "WEEKS IN SCHOOL(K51)? 80" ; +label variable ER30326 "EDUCATION ATTAINED 80" ; +label variable ER30327 "TYPE TAXABLE Y 1979 80" ; +label variable ER30328 "1979 TOT TAXABLE Y 80" ; +label variable ER30329 "ACC TOT TAXABLE Y 79 80" ; +label variable ER30330 "HOURS WORKED IN 1979 80" ; +label variable ER30331 "ACC HOURS WORKED 1979 80" ; +label variable ER30332 "HOURS UNEMP IN 1979 80" ; +label variable ER30333 "ACC HOURS UNEMP 1979 80" ; +label variable ER30334 "TYPE TRANSFER Y 79 80" ; +label variable ER30335 "TOTAL TRANSFER Y 79 80" ; +label variable ER30336 "ACC TRANSFER Y 79 80" ; +label variable ER30337 "MO S/O FAM FORMED 80" ; +label variable ER30338 "YR S/O FAM FORMED 80" ; +label variable ER30339 "MAIN FAM ID FOR S/O 80" ; +label variable ER30340 "TYPE OF IND RECORD 80" ; +label variable ER30341 "WHY NONRESPONSE 80" ; +label variable ER30342 "INDIVIDUAL WEIGHT 80" ; +label variable ER30343 "1981 INTERVIEW NUMBER" ; +label variable ER30344 "SEQUENCE NUMBER 81" ; +label variable ER30345 "RELATIONSHIP TO HEAD 81" ; +label variable ER30346 "AGE OF INDIVIDUAL 81" ; +label variable ER30347 "MARR PAIRS INDICATOR 81" ; +label variable ER30348 "WHETHER MOVED IN/OUT 81" ; +label variable ER30349 "MONTH MOVED IN/OUT 81" ; +label variable ER30350 "YEAR MOVED IN/OUT 81" ; +label variable ER30351 "HR/WEEK ON HOUSEWRK 81" ; +label variable ER30352 "RESPONDENT? 81" ; +label variable ER30353 "EMPLOYMENT STAT 81" ; +label variable ER30354 "WHETHER STUDENT 81" ; +label variable ER30355 "# WEEKS IN SCHOOL 81" ; +label variable ER30356 "COMPLETED EDUC 81" ; +label variable ER30357 "TYPE TXBL INCOME 1980 81" ; +label variable ER30358 "TOT TXBL INCOME 80 81" ; +label variable ER30359 "ACC TOT TXBL Y 80 81" ; +label variable ER30360 "ANN WORK HRS 80 81" ; +label variable ER30361 "ACC ANN WRK HRS 80 81" ; +label variable ER30362 "ANN UNEMP HRS 80 81" ; +label variable ER30363 "ACC ANN UNEMP HR 80 81" ; +label variable ER30364 "TYPE TRANSFER Y 80 81" ; +label variable ER30365 "TOT TRANSFER Y 80 81" ; +label variable ER30366 "ACC TOT TRNSFR Y 80 81" ; +label variable ER30367 "MONTH S/O FAM FORMED 81" ; +label variable ER30368 "YEAR S/O FAM FORMED 81" ; +label variable ER30369 "MAIN FAM ID FOR S/O 81" ; +label variable ER30370 "TYPE OF IND RECORD 81" ; +label variable ER30371 "WHY NONRESPONSE 81" ; +label variable ER30372 "INDIVIDUAL WEIGHT 81" ; +label variable ER30373 "1982 INTERVIEW NUMBER" ; +label variable ER30374 "SEQUENCE NUMBER 82" ; +label variable ER30375 "RELATIONSHIP TO HEAD 82" ; +label variable ER30376 "AGE OF INDIVIDUAL 82" ; +label variable ER30377 "MARR PAIRS INDICATOR 82" ; +label variable ER30378 "WHETHER MOVED IN/OUT 82" ; +label variable ER30379 "MONTH MOVED IN/OUT 82" ; +label variable ER30380 "YEAR MOVED IN/OUT 82" ; +label variable ER30381 "RESPONDENT? 82" ; +label variable ER30382 "EMPLOYMENT STATUS 82" ; +label variable ER30383 "WHETHER STUDENT 82" ; +label variable ER30384 "COMPLETED EDUCATION 82" ; +label variable ER30385 "TYPE TXBL INCOME 81 82" ; +label variable ER30386 "TOT TXBL INCOME 81 82" ; +label variable ER30387 "ACC TOT TXBL Y 81 82" ; +label variable ER30388 "ANN WORK HRS 81 82" ; +label variable ER30389 "ACC ANN WRK HRS 81 82" ; +label variable ER30390 "TYPE TRANSFER Y 81 82" ; +label variable ER30391 "TOT TRANSFER Y 81 82" ; +label variable ER30392 "ACC TOT TRNSFR Y 81 82" ; +label variable ER30393 "MONTH S/O FAM FORMED 82" ; +label variable ER30394 "YEAR S/O FAM FORMED 82" ; +label variable ER30395 "MAIN FAM ID FOR S/O 82" ; +label variable ER30396 "TYPE OF IND RECORD 82" ; +label variable ER30397 "WHY NONRESPONSE 82" ; +label variable ER30398 "INDIVIDUAL WEIGHT 82" ; +label variable ER30399 "1983 INTERVIEW NUMBER" ; +label variable ER30400 "SEQUENCE NUMBER 83" ; +label variable ER30401 "RELATIONSHIP TO HEAD 83" ; +label variable ER30402 "AGE OF INDIVIDUAL 83" ; +label variable ER30403 "MONTH IND BORN 83" ; +label variable ER30404 "YEAR IND BORN 83" ; +label variable ER30405 "MARR PAIRS INDICATOR 83" ; +label variable ER30406 "WHETHER MOVED IN/OUT 83" ; +label variable ER30407 "MONTH MOVED IN/OUT 83" ; +label variable ER30408 "YEAR MOVED IN/OUT 83" ; +label variable ER30409 "WEEKLY HOUSEWORK 83" ; +label variable ER30410 "RESPONDENT? 83" ; +label variable ER30411 "EMPLOYMENT STATUS 83" ; +label variable ER30412 "WHETHER STUDENT 83" ; +label variable ER30413 "COMPLETED EDUCATION 83" ; +label variable ER30414 "TYPE TXBL INCOME 82 83" ; +label variable ER30415 "TOT TXBL INCOME 82 83" ; +label variable ER30416 "ACC TOT TXBL Y 82 83" ; +label variable ER30417 "ANN WORK HRS 82 83" ; +label variable ER30418 "ACC ANN WRK HRS 82 83" ; +label variable ER30419 "TYPE TRANSFER Y 82 83" ; +label variable ER30420 "TOT TRANSFER Y 82 83" ; +label variable ER30421 "ACC TOT TRNSFR Y 82 83" ; +label variable ER30422 "MONTH S/O FAM FORMED 83" ; +label variable ER30423 "YEAR S/O FAM FORMED 83" ; +label variable ER30424 "MAIN FAM ID FOR S/O 83" ; +label variable ER30425 "AGE FROM BIRTH DATE 83" ; +label variable ER30426 "TYPE OF IND RECORD 83" ; +label variable ER30427 "WHY NONRESPONSE 83" ; +label variable ER30428 "INDIVIDUAL WEIGHT 83" ; +label variable ER30429 "1984 INTERVIEW NUMBER" ; +label variable ER30430 "SEQUENCE NUMBER 84" ; +label variable ER30431 "RELATIONSHIP TO HEAD 84" ; +label variable ER30432 "AGE OF INDIVIDUAL 84" ; +label variable ER30433 "MONTH IND BORN 84" ; +label variable ER30434 "YEAR IND BORN 84" ; +label variable ER30435 "MARR PAIRS INDICATOR 84" ; +label variable ER30436 "WHETHER MOVED IN/OUT 84" ; +label variable ER30437 "MONTH MOVED IN/OUT 84" ; +label variable ER30438 "YEAR MOVED IN/OUT 84" ; +label variable ER30439 "WEEKLY HOUSEWORK 84" ; +label variable ER30440 "RESPONDENT? 84" ; +label variable ER30441 "EMPLOYMENT STAT 84" ; +label variable ER30442 "WHETHER STUDENT 84" ; +label variable ER30443 "COMPLETED EDUC 84" ; +label variable ER30444 "TYPE TXBL INCOME 84" ; +label variable ER30445 "TOT TXBL INCOME 84" ; +label variable ER30446 "ACC TOT TXBL Y 84" ; +label variable ER30447 "ANN WORK HRS 84" ; +label variable ER30448 "ACC ANN WRK HRS 84" ; +label variable ER30449 "TYPE TRANSFER Y 84" ; +label variable ER30450 "F33 TYPE SOC SEC RCD 84" ; +label variable ER30451 "F34 AMT SOC SEC RCD 84" ; +label variable ER30452 "F34 ACC SOC SEC AMT 84" ; +label variable ER30453 "TOT TRANSFER EXC SS 84" ; +label variable ER30454 "ACC TOT TRANSFER Y 84" ; +label variable ER30455 "SUM SS+TRANSFER Y 84" ; +label variable ER30456 "MONTH S/O FAM FORMED 84" ; +label variable ER30457 "YEAR S/O FAM FORMED 84" ; +label variable ER30458 "MAIN FAM ID FOR S/O 84" ; +label variable ER30459 "AGE FROM BIRTH DATE 84" ; +label variable ER30460 "TYPE OF IND RECORD 84" ; +label variable ER30461 "WHY NONRESPONSE 84" ; +label variable ER30462 "INDIVIDUAL WEIGHT 84" ; +label variable ER30463 "1985 INTERVIEW NUMBER" ; +label variable ER30464 "SEQUENCE NUMBER 85" ; +label variable ER30465 "RELATIONSHIP TO HEAD 85" ; +label variable ER30466 "AGE OF INDIVIDUAL 85" ; +label variable ER30467 "MONTH IND BORN 85" ; +label variable ER30468 "YEAR IND BORN 85" ; +label variable ER30469 "MARR PAIRS INDICATOR 85" ; +label variable ER30470 "WHETHER MOVED IN/OUT 85" ; +label variable ER30471 "MONTH MOVED IN/OUT 85" ; +label variable ER30472 "YEAR MOVED IN/OUT 85" ; +label variable ER30473 "WEEKLY HOUSEWORK 85" ; +label variable ER30474 "EMPLOYMENT STAT 85" ; +label variable ER30475 "F88 MO LAST IN SCH 85" ; +label variable ER30476 "F88 YR LAST IN SCH 85" ; +label variable ER30477 "WHETHER STUDENT 85" ; +label variable ER30478 "COMPLETED EDUCATION 85" ; +label variable ER30479 "TYPE TXBL INCOME 85" ; +label variable ER30480 "TOT TXBL INCOME 85" ; +label variable ER30481 "ACC TOT TXBL INCOME 85" ; +label variable ER30482 "ANN WORK HRS 85" ; +label variable ER30483 "ACC ANN WRK HRS 85" ; +label variable ER30484 "TYPE TRANSFER Y 85" ; +label variable ER30485 "K31 TYPE SOC SEC RCD 85" ; +label variable ER30486 "K33 AMT SOC SEC RCD 85" ; +label variable ER30487 "K33 ACC SOC SEC AMT 85" ; +label variable ER30488 "TOT TRANSFR EXC SS 85" ; +label variable ER30489 "ACC TOT TRNSFR EXC SS 85" ; +label variable ER30490 "TOTAL TRNSFR INCOME 85" ; +label variable ER30491 "MONTH S/O FAM FORMED 85" ; +label variable ER30492 "YEAR S/O FAM FORMED 85" ; +label variable ER30493 "MAIN FAM ID FOR S/O 85" ; +label variable ER30494 "AGE FROM BIRTH DATE 85" ; +label variable ER30495 "TYPE OF IND RECORD 85" ; +label variable ER30496 "WHY NONRESPONSE 85" ; +label variable ER30497 "INDIVIDUAL WEIGHT 85" ; +label variable ER30498 "1986 INTERVIEW NUMBER" ; +label variable ER30499 "SEQUENCE NUMBER 86" ; +label variable ER30500 "RELATIONSHIP TO HEAD 86" ; +label variable ER30501 "AGE OF INDIVIDUAL 86" ; +label variable ER30502 "MONTH IND BORN 86" ; +label variable ER30503 "YEAR IND BORN 86" ; +label variable ER30504 "MARR PAIRS INDICATOR 86" ; +label variable ER30505 "WHETHER MOVED IN/OUT 86" ; +label variable ER30506 "MONTH MOVED IN/OUT 86" ; +label variable ER30507 "YEAR MOVED IN/OUT 86" ; +label variable ER30508 "WEEKLY HOUSEWORK 86" ; +label variable ER30509 "EMPLOYMENT STAT 86" ; +label variable ER30510 "G88 MO LAST IN SCH 86" ; +label variable ER30511 "G88 YR LAST IN SCH 86" ; +label variable ER30512 "WHETHER STUDENT 86" ; +label variable ER30513 "COMPLETED EDUCATION 86" ; +label variable ER30514 "TYPE TXBL INCOME 86" ; +label variable ER30515 "TOT TXBL INCOME 86" ; +label variable ER30516 "ACC TOT TXBL INCOME 86" ; +label variable ER30517 "ANN WORK HRS 86" ; +label variable ER30518 "ACC ANN WRK HRS 86" ; +label variable ER30519 "TYPE TRANSFER Y 86" ; +label variable ER30520 "G31 TYPE SOC SEC RCD 86" ; +label variable ER30521 "G34 AMT SOC SEC RCD 86" ; +label variable ER30522 "G34 ACC SOC SEC AMT 86" ; +label variable ER30523 "TOT TRANSFR EXC SS 86" ; +label variable ER30524 "ACC TOT TRNSFR EXC SS 86" ; +label variable ER30525 "TOTAL TRNSFR INCOME 86" ; +label variable ER30526 "H32/35 WTR MEDICAID 86" ; +label variable ER30527 "H1/37/69 HLTH STATUS 86" ; +label variable ER30528 "MONTH S/O FAM FORMED 86" ; +label variable ER30529 "YEAR S/O FAM FORMED 86" ; +label variable ER30530 "MAIN FAM ID FOR S/O 86" ; +label variable ER30531 "AGE FROM BIRTH DATE 86" ; +label variable ER30532 "TYPE OF IND RECORD 86" ; +label variable ER30533 "WHY NONRESPONSE 86" ; +label variable ER30534 "INDIVIDUAL WEIGHT 86" ; +label variable ER30535 "1987 INTERVIEW NUMBER" ; +label variable ER30536 "SEQUENCE NUMBER 87" ; +label variable ER30537 "RELATIONSHIP TO HEAD 87" ; +label variable ER30538 "AGE OF INDIVIDUAL 87" ; +label variable ER30539 "MONTH IND BORN 87" ; +label variable ER30540 "YEAR IND BORN 87" ; +label variable ER30541 "MARR PAIRS INDICATOR 87" ; +label variable ER30542 "WHETHER MOVED IN/OUT 87" ; +label variable ER30543 "MONTH MOVED IN/OUT 87" ; +label variable ER30544 "YEAR MOVED IN/OUT 87" ; +label variable ER30545 "EMPLOYMENT STAT 87" ; +label variable ER30546 "G88 MO LAST IN SCH 87" ; +label variable ER30547 "G88 YR LAST IN SCH 87" ; +label variable ER30548 "WHETHER STUDENT 87" ; +label variable ER30549 "COMPLETED EDUCATION 87" ; +label variable ER30550 "TYPE TXBL INCOME 87" ; +label variable ER30551 "TOT TXBL INCOME 87" ; +label variable ER30552 "ACC TOT TXBL INCOME 87" ; +label variable ER30553 "ANN WORK HRS 87" ; +label variable ER30554 "ACC ANN WRK HRS 87" ; +label variable ER30555 "TYPE TRANSFER Y 87" ; +label variable ER30556 "G33 TYPE SOC SEC RCD 87" ; +label variable ER30557 "G34 AMT SOC SEC RCD 87" ; +label variable ER30558 "G34 ACC SOC SEC AMT 87" ; +label variable ER30559 "TOT TRANSFR EXC SS 87" ; +label variable ER30560 "ACC TOT TRNSFR EXC SS 87" ; +label variable ER30561 "TOTAL TRNSFR INCOME 87" ; +label variable ER30562 "H11 HD MED COVERAGE? 87" ; +label variable ER30563 "MONTH S/O FAM FORMED 87" ; +label variable ER30564 "YEAR S/O FAM FORMED 87" ; +label variable ER30565 "MAIN FAM ID FOR S/O 87" ; +label variable ER30566 "AGE FROM BIRTH DATE 87" ; +label variable ER30567 "TYPE OF IND RECORD 87" ; +label variable ER30568 "WHY NONRESPONSE 87" ; +label variable ER30569 "INDIVIDUAL WEIGHT 87" ; +label variable ER30570 "1988 INTERVIEW NUMBER" ; +label variable ER30571 "SEQUENCE NUMBER 88" ; +label variable ER30572 "RELATION TO HEAD 88" ; +label variable ER30573 "AGE OF INDIVIDUAL 88" ; +label variable ER30574 "MONTH INDIVIDUAL BORN 88" ; +label variable ER30575 "YEAR INDIVIDUAL BORN 88" ; +label variable ER30576 "MARITAL INDICATOR-IND 88" ; +label variable ER30577 "MOVED IN/OUT 88" ; +label variable ER30578 "MONTH MOVED IN/OUT 88" ; +label variable ER30579 "YEAR MOVED IN/OUT 88" ; +label variable ER30580 "EMPLOYMENT STAT-IND 88" ; +label variable ER30581 "G88 MO LAST IN SCH-IND 88" ; +label variable ER30582 "G88 YR LAST IN SCH-IND 88" ; +label variable ER30583 "WHETHER STUDENT-IND 88" ; +label variable ER30584 "COMPLETED EDUC-IND 88" ; +label variable ER30585 "TYPE TXBL INCOME 88" ; +label variable ER30586 "TOT TXBL INCOME-IND 88" ; +label variable ER30587 "ACC TOT TXBL Y-IND 88" ; +label variable ER30588 "ANN WORK HRS-IND 88" ; +label variable ER30589 "ACC ANN WRK HRS-IND 88" ; +label variable ER30590 "TYPE TRANSFER Y-IND 88" ; +label variable ER30591 "G31 TYPE SOC SEC RCD 88" ; +label variable ER30592 "G34 AMT SOC SEC RCD 88" ; +label variable ER30593 "G34 ACC SOC SEC AMT 88" ; +label variable ER30594 "TOT TRNSFR EXC SS-IND 88" ; +label variable ER30595 "ACC TOT TRNSFR Y-IND 88" ; +label variable ER30596 "TOTAL TRNSFR Y-IND 88" ; +label variable ER30597 "H5 OFUM MED COVERAGE? 88" ; +label variable ER30598 "H13 OFUM HEALTH GOOD 88" ; +label variable ER30599 "MONTH S/O FAM FORMED 88" ; +label variable ER30600 "YEAR S/O FAM FORMED 88" ; +label variable ER30601 "MAIN FAM ID FOR S/O 88" ; +label variable ER30602 "AGE FROM BIRTH DATE 88" ; +label variable ER30603 "TYPE OF IND RECORD 88" ; +label variable ER30604 "WHY NONRESPONSE 88" ; +label variable ER30605 "INDIVIDUAL WEIGHT 88" ; +label variable ER30606 "1989 INTERVIEW NUMBER" ; +label variable ER30607 "SEQUENCE NUMBER 89" ; +label variable ER30608 "RELATION TO HEAD 89" ; +label variable ER30609 "AGE OF INDIVIDUAL 89" ; +label variable ER30610 "MONTH INDIVIDUAL BORN 89" ; +label variable ER30611 "YEAR INDIVIDUAL BORN 89" ; +label variable ER30612 "MARITAL INDICATOR-IND 89" ; +label variable ER30613 "MOVED IN/OUT 89" ; +label variable ER30614 "MONTH MOVED IN/OUT 89" ; +label variable ER30615 "YEAR MOVED IN/OUT 89" ; +label variable ER30616 "EMPLOYMENT STAT-IND 89" ; +label variable ER30617 "G88 MO LAST IN SCH-IND 89" ; +label variable ER30618 "G88 YR LAST IN SCH-IND 89" ; +label variable ER30619 "WHETHER STUDENT-IND 89" ; +label variable ER30620 "COMPLETED EDUC-IND 89" ; +label variable ER30621 "TYPE TXBL INCOME 89" ; +label variable ER30622 "TOT TXBL INCOME-IND 89" ; +label variable ER30623 "ACC TOT TXBL Y-IND 89" ; +label variable ER30624 "ANN WORK HRS-IND 89" ; +label variable ER30625 "ACC ANN WRK HRS-IND 89" ; +label variable ER30626 "TYPE TRANSFER Y-IND 89" ; +label variable ER30627 "G31 TYPE SOC SEC RCD 89" ; +label variable ER30628 "G34 AMT SOC SEC RCD 89" ; +label variable ER30629 "G34 ACC SOC SEC AMT 89" ; +label variable ER30630 "TOT TRNSFR EXC SS-IND 89" ; +label variable ER30631 "ACC TOT TRNSFR Y-IND 89" ; +label variable ER30632 "TOTAL TRNSFR Y-IND 89" ; +label variable ER30633 "H5 OFUM MED COVERAGE? 89" ; +label variable ER30634 "H13 OFUM HEALTH GOOD 89" ; +label variable ER30635 "MONTH S/O FAM FORMED 89" ; +label variable ER30636 "YEAR S/O FAM FORMED 89" ; +label variable ER30637 "MAIN FAM ID FOR S/O 89" ; +label variable ER30638 "AGE FROM BIRTH DATE 89" ; +label variable ER30639 "TYPE OF IND RECORD 89" ; +label variable ER30640 "WHY NONRESPONSE 89" ; +label variable ER30641 "INDIVIDUAL WEIGHT 89" ; +label variable ER30642 "1990 INTERVIEW NUMBER" ; +label variable ER30643 "SEQUENCE NUMBER 90" ; +label variable ER30644 "RELATION TO HEAD 90" ; +label variable ER30645 "AGE OF INDIVIDUAL 90" ; +label variable ER30646 "MONTH INDIVIDUAL BORN 90" ; +label variable ER30647 "YEAR INDIVIDUAL BORN 90" ; +label variable ER30648 "MARITAL INDICATOR-IND 90" ; +label variable ER30649 "MOVED IN/OUT 90" ; +label variable ER30650 "MONTH MOVED IN/OUT 90" ; +label variable ER30651 "YEAR MOVED IN/OUT 90" ; +label variable ER30652 "IS IND TEMPLE INFORMANT 90" ; +label variable ER30653 "EMPLOYMENT STAT-IND 90" ; +label variable ER30654 "G88 MO LAST IN SCH-IND 90" ; +label variable ER30655 "G88 YR LAST IN SCH-IND 90" ; +label variable ER30656 "WHETHER STUDENT-IND 90" ; +label variable ER30657 "COMPLETED EDUC-IND 90" ; +label variable ER30658 "TYPE TXBL INCOME 90" ; +label variable ER30659 "TOT TXBL INCOME-IND 90" ; +label variable ER30660 "ACC TOT TXBL Y-IND 90" ; +label variable ER30661 "ANN WORK HRS-IND 90" ; +label variable ER30662 "ACC ANN WRK HRS-IND 90" ; +label variable ER30663 "TYPE TRANSFER Y-IND 90" ; +label variable ER30664 "G31 TYPE SOC SEC RCD 90" ; +label variable ER30665 "G34 AMT SOC SEC RCD 90" ; +label variable ER30666 "G34 ACC SOC SEC AMT 90" ; +label variable ER30667 "TOT TRNSFR EXC SS-IND 90" ; +label variable ER30668 "ACC TOT TRNSFR Y-IND 90" ; +label variable ER30669 "TOTAL TRNSFR Y-IND 90" ; +label variable ER30670 "H5 OFUM MED COVERAGE? 90" ; +label variable ER30671 "H13 OFUM HEALTH GOOD 90" ; +label variable ER30672 "K2 LIVE OUT US 1YR+ 90" ; +label variable ER30673 "K3 LIVE IN US IN 1968 90" ; +label variable ER30674 "K4 YR PERMANENT IN US 90" ; +label variable ER30675 "K5 MOTHER IN US IN 1968 90" ; +label variable ER30676 "K6 FATHER IN US IN 1968 90" ; +label variable ER30677 "MONTH S/O FAM FORMED 90" ; +label variable ER30678 "YEAR S/O FAM FORMED 90" ; +label variable ER30679 "MAIN FAM ID FOR S/O 90" ; +label variable ER30680 "AGE FROM BIRTH DATE 90" ; +label variable ER30681 "FOLLOW STATUS 90" ; +label variable ER30682 "RETND SELF ADMIN QNAIRE 90" ; +label variable ER30683 "MEDICARE PERMISSION 90" ; +label variable ER30684 "TYPE OF IND RECORD 90" ; +label variable ER30685 "WHY NONRESPONSE 90" ; +label variable ER30686 "CORE IND WEIGHT 90" ; +label variable ER30687 "LATINO IND WEIGHT 90" ; +label variable ER30688 "COMBINED IND WEIGHT 90" ; +label variable ER30689 "1991 INTERVIEW NUMBER" ; +label variable ER30690 "SEQUENCE NUMBER 91" ; +label variable ER30691 "RELATION TO HEAD 91" ; +label variable ER30692 "AGE OF INDIVIDUAL 91" ; +label variable ER30693 "MONTH INDIVIDUAL BORN 91" ; +label variable ER30694 "YEAR INDIVIDUAL BORN 91" ; +label variable ER30695 "MARITAL INDICATOR-IND 91" ; +label variable ER30696 "MOVED IN/OUT 91" ; +label variable ER30697 "MONTH MOVED IN/OUT 91" ; +label variable ER30698 "YEAR MOVED IN/OUT 91" ; +label variable ER30699 "EMPLOYMENT STAT-IND 91" ; +label variable ER30700 "G88 MO LAST IN SCH-IND 91" ; +label variable ER30701 "G88 YR LAST IN SCH-IND 91" ; +label variable ER30702 "WHETHER STUDENT-IND 91" ; +label variable ER30703 "COMPLETED EDUC-IND 91" ; +label variable ER30704 "TYPE TXBL INCOME 91" ; +label variable ER30705 "TOT LABOR INCOME-IND 91" ; +label variable ER30706 "ACC TOT LABOR Y-IND 91" ; +label variable ER30707 "TOT ASSET INCOME-IND 91" ; +label variable ER30708 "ACC TOT ASSET Y-IND 91" ; +label variable ER30709 "ANN WORK HRS-IND 91" ; +label variable ER30710 "ACC ANN WRK HRS-IND 91" ; +label variable ER30711 "TYPE TRANSFER Y-IND 91" ; +label variable ER30712 "G31 TYPE SOC SEC RCD 91" ; +label variable ER30713 "G34 AMT SOC SEC RCD 91" ; +label variable ER30714 "G34 ACC SOC SEC AMT 91" ; +label variable ER30715 "TOT TRNSFR EXC SS-IND 91" ; +label variable ER30716 "ACC TOT TRNSFR Y-IND 91" ; +label variable ER30717 "TOTAL TRNSFR Y-IND 91" ; +label variable ER30718 "H5 IND MED COVERAGE? 91" ; +label variable ER30719 "H13 OFUM HEALTH GOOD 91" ; +label variable ER30720 "MONTH S/O FAM FORMED 91" ; +label variable ER30721 "YEAR S/O FAM FORMED 91" ; +label variable ER30722 "MAIN FAM ID FOR S/O 91" ; +label variable ER30723 "AGE FROM BIRTH DATE 91" ; +label variable ER30724 "FOLLOW STATUS 91" ; +label variable ER30725 "MEDICARE PERMISSION 91" ; +label variable ER30726 "WHETHER ELIG PARENT 91" ; +label variable ER30727 "WHETHER HEALTH SUPP RECD 91" ; +label variable ER30728 "TYPE OF IND RECORD 91" ; +label variable ER30729 "WHY NONRESPONSE 91" ; +label variable ER30730 "CORE IND WEIGHT 91" ; +label variable ER30731 "LATINO IND WEIGHT 91" ; +label variable ER30732 "COMBINED IND WEIGHT 91" ; +label variable ER30733 "1992 INTERVIEW NUMBER" ; +label variable ER30734 "SEQUENCE NUMBER 92" ; +label variable ER30735 "RELATION TO HEAD 92" ; +label variable ER30736 "AGE OF INDIVIDUAL 92" ; +label variable ER30737 "MONTH IND BORN 92" ; +label variable ER30738 "YEAR IND BORN 92" ; +label variable ER30739 "MARR PAIRS INDICATOR 92" ; +label variable ER30740 "MOVED IN/OUT 92" ; +label variable ER30741 "MONTH MOVED IN/OUT 92" ; +label variable ER30742 "YEAR MOVED IN/OUT 92" ; +label variable ER30743 "TEMPLE INFORMNT HD 92" ; +label variable ER30744 "EMPLOYMENT STAT 92" ; +label variable ER30745 "G88 MO LAST IN SCH 92" ; +label variable ER30746 "G88 YR LAST IN SCH 92" ; +label variable ER30747 "WHETHER STUDENT 92" ; +label variable ER30748 "COMPLETED EDUCATION 92" ; +label variable ER30749 "TYPE TXBL INC BUILT 92" ; +label variable ER30750 "TOT LABOR INCOME 92" ; +label variable ER30751 "ACC TOT LABOR INCOME 92" ; +label variable ER30752 "TOT ASSET INCOME 92" ; +label variable ER30753 "ACC TOT ASSET INCOME 92" ; +label variable ER30754 "ANN WORK HRS 92" ; +label variable ER30755 "ACC ANN WRK HRS 92" ; +label variable ER30756 "TYPE TRANSFER Y BUILT 92" ; +label variable ER30757 "G33 TYPE SOC SEC RCD 92" ; +label variable ER30758 "G34 AMT SOC SEC RCD 92" ; +label variable ER30759 "G34 ACC SOC SEC AMT 92" ; +label variable ER30760 "TOT TRANSFR EXC SS 92" ; +label variable ER30761 "ACC TOT TRNSFR EXC SS 92" ; +label variable ER30762 "TOTAL TRNSFR INCOME 92" ; +label variable ER30763 "H25 IND MED COVERAGE? 92" ; +label variable ER30764 "H53 OFUM HEALTH GOOD 92" ; +label variable ER30765 "K2 OUT US 1968+ HD 92" ; +label variable ER30766 "K3 IN US 1968 HD 92" ; +label variable ER30767 "K4 YR IN US HD 92" ; +label variable ER30768 "K5 MOTHER IN US 68 HD 92" ; +label variable ER30769 "K6 FATHER IN US 68 HD 92" ; +label variable ER30770 "H6A BATHING 92" ; +label variable ER30771 "H6B DRESSING 92" ; +label variable ER30772 "H6C EATING 92" ; +label variable ER30773 "H6D GET OUT OF BED/CHAIR 92" ; +label variable ER30774 "H6E WALKING 92" ; +label variable ER30775 "H6F GET OUTSIDE 92" ; +label variable ER30776 "H6G USE/GET TO TOILET 92" ; +label variable ER30777 "H7 CKPT 92" ; +label variable ER30778 "H8 GET HELP W ACTIVITIES 92" ; +label variable ER30779 "H9 PROB PREPARE MEALS 92" ; +label variable ER30780 "H10 B/C OF HEALTH? 92" ; +label variable ER30781 "H11 PROB SHOP PERS ITEM 92" ; +label variable ER30782 "H12 B/C OF HEALTH? 92" ; +label variable ER30783 "H13 PROB MANAGE MONEY 92" ; +label variable ER30784 "H14 B/C OF HEALTH? 92" ; +label variable ER30785 "H15 PROB USE PHONE 92" ; +label variable ER30786 "H16 B/C OF HEALTH? 92" ; +label variable ER30787 "H17 PROB HEAVY HOUSEWORK 92" ; +label variable ER30788 "H18 B/C OF HEALTH? 92" ; +label variable ER30789 "H19 PROB LIGHT HOUSEWORK 92" ; +label variable ER30790 "H20 B/C OF HEALTH? 92" ; +label variable ER30791 "H21 HOME HLTH CARE 1991 92" ; +label variable ER30792 "H22 IN NURSING HOME 1991 92" ; +label variable ER30793 "H23 #WKS IN NURSING HOME 92" ; +label variable ER30794 "H24 IN NURS HOME BEFR 91 92" ; +label variable ER30795 "MONTH S/O FAM FORMED 92" ; +label variable ER30796 "YEAR S/O FAM FORMED 92" ; +label variable ER30797 "MAIN FAM ID FOR S/O 92" ; +label variable ER30798 "AGE FROM BIRTH DATE 92" ; +label variable ER30799 "FOLLOW STATUS 92" ; +label variable ER30800 "MEDICARE PERMISSION 92" ; +label variable ER30801 "TYPE OF IND RECORD 92" ; +label variable ER30802 "WHY NONRESPONSE 92" ; +label variable ER30803 "CORE IND WEIGHT 92" ; +label variable ER30804 "LATINO IND WEIGHT 92" ; +label variable ER30805 "COMBINED IND WEIGHT 92" ; +label variable ER30806 "1993 INTERVIEW NUMBER" ; +label variable ER30807 "SEQUENCE NUMBER 93" ; +label variable ER30808 "RELATION TO HEAD 93" ; +label variable ER30809 "AGE OF INDIVIDUAL 93" ; +label variable ER30810 "MONTH INDIVIDUAL BORN 93" ; +label variable ER30811 "YEAR INDIVIDUAL BORN 93" ; +label variable ER30812 "MARITAL PAIRS INDICATOR 93" ; +label variable ER30813 "MOVED IN/OUT 93" ; +label variable ER30814 "MONTH MOVED IN/OUT 93" ; +label variable ER30815 "YEAR MOVED IN/OUT 93" ; +label variable ER30816 "EMPLOYMENT STATUS 93" ; +label variable ER30817 "G88 MO LAST IN SCHOOL 93" ; +label variable ER30818 "G88 YR LAST IN SCHOOL 93" ; +label variable ER30819 "WHETHER STUDENT 93" ; +label variable ER30820 "YRS COMPLETED EDUCATION 93" ; +label variable ER30821 "TOTAL LABOR INCOME 93" ; +label variable ER30822 "TOTAL ASSET INCOME 93" ; +label variable ER30823 "TOTAL ANNUAL WORK HRS 93" ; +label variable ER30824 "TYPE TRANSFER INCOME 93" ; +label variable ER30825 "TOTAL TRANSFER INCOME 93" ; +label variable ER30826 "HAS MEDICAL COVERAGE? 93" ; +label variable ER30827 "HEALTH GOOD? 93" ; +label variable ER30828 "H6A BATHING 93" ; +label variable ER30829 "H6B DRESSING 93" ; +label variable ER30830 "H6C EATING 93" ; +label variable ER30831 "H6D GET OUT OF BED/CHAIR 93" ; +label variable ER30832 "H6E WALKING 93" ; +label variable ER30833 "H6F GET OUTSIDE 93" ; +label variable ER30834 "H6G USE/GET TO TOILET 93" ; +label variable ER30835 "H7 CKPT 93" ; +label variable ER30836 "H8 GET HELP W ACTIVITIES 93" ; +label variable ER30837 "H9 PROB PREPARE MEALS 93" ; +label variable ER30838 "H10 B/C OF HEALTH? 93" ; +label variable ER30839 "H11 PROB SHOP PERS ITEM 93" ; +label variable ER30840 "H12 B/C OF HEALTH? 93" ; +label variable ER30841 "H13 PROB MANAGE MONEY 93" ; +label variable ER30842 "H14 B/C OF HEALTH? 93" ; +label variable ER30843 "H15 PROB USE PHONE 93" ; +label variable ER30844 "H16 B/C OF HEALTH? 93" ; +label variable ER30845 "H17 PROB HEAVY HOUSEWORK 93" ; +label variable ER30846 "H18 B/C OF HEALTH? 93" ; +label variable ER30847 "H19 PROB LIGHT HOUSEWORK 93" ; +label variable ER30848 "H20 B/C OF HEALTH? 93" ; +label variable ER30849 "H21 HOME HLTH CARE 1992 93" ; +label variable ER30850 "H22 IN NURSING HOME 1992 93" ; +label variable ER30851 "H23 #WKS IN NURSING HOME 93" ; +label variable ER30852 "H24 IN NURS HOME BEFR 92 93" ; +label variable ER30853 "WTR HCB RECORD FOR SELF 93" ; +label variable ER30854 "WTR HCB RECORD FOR DAD 93" ; +label variable ER30855 "WTR HCB RECORD FOR MOM 93" ; +label variable ER30856 "MONTH S/O FAM FORMED 93" ; +label variable ER30857 "YEAR S/O FAM FORMED 93" ; +label variable ER30858 "MAIN FAM ID FOR S/O 93" ; +label variable ER30859 "FOLLOW STATUS 93" ; +label variable ER30860 "WHY FOLLOWABLE 93" ; +label variable ER30861 "MEDICARE PERMISSION 93" ; +label variable ER30862 "TYPE OF IND RECORD 93" ; +label variable ER30863 "WHY NONRESPONSE 93" ; +label variable ER30864 "CORE INDIVIDUAL LONGITUDINAL WEIGHT 93" ; +label variable ER30865 "LATINO IND WEIGHT 93" ; +label variable ER30866 "COMBINED IND WEIGHT 93" ; +label variable ER31987 "WHETHER IN US IN 1968" ; +label variable ER31988 "ETHNICITY ELIGIBILITY FOR LNPS" ; +label variable ER31989 "ETHNICITY OF LNPS SAMPLING AREA" ; +label variable ER31990 "MEXICAN LATINO STRATUM" ; +label variable ER31991 "MEXICAN LATINO SECU" ; +label variable ER31992 "PUERTO RICAN LATINO STRATUM" ; +label variable ER31993 "PUERTO RICAN LATINO SECU" ; +label variable ER31994 "CUBAN LATINO STRATUM" ; +label variable ER31995 "CUBAN LATINO SECU" ; +label variable ER31996 "SAMPLING ERROR STRATUM" ; +label variable ER31997 "SAMPLING ERROR CLUSTER" ; +label variable ER32000 "SEX OF INDIVIDUAL" ; +label variable ER32001 "WTR ALWAYS IN RESPONDING FAMILY UNIT" ; +label variable ER32002 "WTR EVER CODED INSTITUTIONAL" ; +label variable ER32003 "WTR ORIGINAL SAMPLE/BORN IN/MOVED IN" ; +label variable ER32004 "WTR EVER MOVED OUT OF FU OR DIED" ; +label variable ER32005 "WTR EVER OUT OF STUDY 1 YEAR OR MORE" ; +label variable ER32006 "WHETHER SAMPLE OR NONSAMPLE" ; +label variable ER32007 "YEAR OF MOST RECENT NONRESPONSE" ; +label variable ER32008 "YEAR FIRST BECAME NONRESPONSE" ; +label variable ER32009 "1968 ID OF MOTHER" ; +label variable ER32010 "PERSON # OF MOTHER" ; +label variable ER32011 "YEAR MOTHER BORN" ; +label variable ER32012 "TOTAL # CHILDREN BORN TO MOTHER" ; +label variable ER32013 "ORDER OF BIRTH TO MOTHER" ; +label variable ER32014 "BIRTH WEIGHT OF THIS INDIVIDUAL" ; +label variable ER32015 "MARITAL STATUS OF MOTHER AT BIRTH" ; +label variable ER32016 "1968 ID OF FATHER" ; +label variable ER32017 "PERSON # OF FATHER" ; +label variable ER32018 "YEAR FATHER BORN" ; +label variable ER32019 "TOTAL # CHILDREN BORN TO FATHER" ; +label variable ER32020 "ORDER OF BIRTH TO FATHER" ; +label variable ER32021 "YEAR BIRTH INFO MOST RECENTLY UPDATED" ; +label variable ER32022 "# LIVE BIRTHS TO THIS INDIVIDUAL" ; +label variable ER32023 "MONTH 1ST/ONLY CHILD BORN" ; +label variable ER32024 "YEAR 1ST/ONLY CHILD BORN" ; +label variable ER32025 "MONTH YOUNGEST CHILD BORN" ; +label variable ER32026 "YEAR YOUNGEST CHILD BORN" ; +label variable ER32027 "MONTH 2ND YOUNGEST CHILD BORN" ; +label variable ER32028 "YEAR 2ND YOUNGEST CHILD BORN" ; +label variable ER32029 "MONTH 3RD YOUNGEST CHILD BORN" ; +label variable ER32030 "YEAR 3RD YOUNGEST CHILD BORN" ; +label variable ER32031 "MONTH 4TH YOUNGEST CHILD BORN" ; +label variable ER32032 "YEAR 4TH YOUNGEST CHILD BORN" ; +label variable ER32033 "YEAR MARITAL INFO MOST RECENTLY UPDATED" ; +label variable ER32034 "# MARRIAGES OF THIS INDIVIDUAL" ; +label variable ER32035 "MONTH FIRST/ONLY MARRIAGE BEGAN" ; +label variable ER32036 "YEAR FIRST/ONLY MARRIAGE BEGAN" ; +label variable ER32037 "STATUS OF FIRST/ONLY MARRIAGE" ; +label variable ER32038 "MONTH FIRST/ONLY MARRIAGE ENDED" ; +label variable ER32039 "YEAR FIRST/ONLY MARRIAGE ENDED" ; +label variable ER32040 "MONTH SEPARATED FIRST/ONLY MARRIAGE" ; +label variable ER32041 "YEAR SEPARATED FIRST/ONLY MARRIAGE" ; +label variable ER32042 "MONTH MOST RECENT MARRIAGE BEGAN" ; +label variable ER32043 "YEAR MOST RECENT MARRIAGE BEGAN" ; +label variable ER32044 "STATUS OF MOST RECENT MARRIAGE" ; +label variable ER32045 "MONTH MOST RECENT MARRIAGE ENDED" ; +label variable ER32046 "YEAR MOST RECENT MARRIAGE ENDED" ; +label variable ER32047 "MONTH SEPARATED MOST RECENT MARRIAGE" ; +label variable ER32048 "YEAR SEPARATED MOST RECENT MARRIAGE" ; +label variable ER32049 "LAST KNOWN MARITAL STATUS" ; +label variable ER32050 "YEAR OF DEATH" ; +label variable ER32051 "YEAR MOST RECENT PREGNANCY INTENTION REC" ; +label variable ER33101 "1994 INTERVIEW NUMBER" ; +label variable ER33102 "SEQUENCE NUMBER 94" ; +label variable ER33103 "RELATION TO HEAD 94" ; +label variable ER33104 "AGE OF INDIVIDUAL 94" ; +label variable ER33105 "MONTH INDIVIDUAL BORN 94" ; +label variable ER33106 "YEAR INDIVIDUAL BORN 94" ; +label variable ER33107 "MARITAL PAIRS INDICAT 94" ; +label variable ER33108 "MOVED IN/OUT 94" ; +label variable ER33109 "MONTH MOVED IN/OUT 94" ; +label variable ER33110 "YEAR MOVED IN/OUT 94" ; +label variable ER33111 "EMPLOYMENT STATUS 94" ; +label variable ER33112 "G88 MO LAST IN SCHOOL 94" ; +label variable ER33113 "G88 YR LAST IN SCHOOL 94" ; +label variable ER33114 "WHETHER STUDENT 94" ; +label variable ER33115 "YRS COMPLETED EDUC 94" ; +label variable ER33116 "HAS MEDICAL COVERAGE? 94" ; +label variable ER33117 "HEALTH GOOD? 94" ; +label variable ER33118 "MEDICARE PERMISSION 94" ; +label variable ER33119 "CORE INDIVIDUAL LONGITUDINAL WEIGHT 94" ; +label variable ER33120 "LAT IND WEIGHT 94" ; +label variable ER33121 "COMBO IND WEIGHT 94" ; +label variable ER33122 "MONTH S/O FAM FORMED 94" ; +label variable ER33123 "YEAR S/O FAM FORMED 94" ; +label variable ER33124 "MAIN FAM ID FOR S/O 94" ; +label variable ER33125 "FOLLOW STATUS 94" ; +label variable ER33126 "TYPE OF IND RECORD 94" ; +label variable ER33127 "WHY NONRESPONSE 94" ; +label variable ER33128 "H1 HEALTH STATUS 94" ; +label variable ER33129 "H6A BATHING 94" ; +label variable ER33130 "H6B DRESSING 94" ; +label variable ER33131 "H6C EATING 94" ; +label variable ER33132 "H6D GET OUT OF BED/CHAIR 94" ; +label variable ER33133 "H6E WALKING 94" ; +label variable ER33134 "H6F GET OUTSIDE 94" ; +label variable ER33135 "H6G USE/GET TO TOILET 94" ; +label variable ER33136 "H7 CKPT 94" ; +label variable ER33137 "H8 GET HELP W ACTIVITIES 94" ; +label variable ER33138 "H9 PROB PREPARE MEALS 94" ; +label variable ER33139 "H10 B/C OF HEALTH? 94" ; +label variable ER33140 "H11 PROB SHOP PERS ITEM 94" ; +label variable ER33141 "H12 B/C OF HEALTH? 94" ; +label variable ER33142 "H13 PROB MANAGE MONEY 94" ; +label variable ER33143 "H14 B/C OF HEALTH? 94" ; +label variable ER33144 "H15 PROB USE PHONE 94" ; +label variable ER33145 "H16 B/C OF HEALTH? 94" ; +label variable ER33146 "H17 PROB HEAVY HOUSEWORK 94" ; +label variable ER33147 "H18 B/C OF HEALTH? 94" ; +label variable ER33148 "H19 PROB LIGHT HOUSEWORK 94" ; +label variable ER33149 "H20 B/C OF HEALTH? 94" ; +label variable ER33150 "WHY FOLLOWABLE 94" ; +label variable ER33201 "1995 INTERVIEW NUMBER" ; +label variable ER33202 "SEQUENCE NUMBER 95" ; +label variable ER33203 "RELATION TO HEAD 95" ; +label variable ER33204 "AGE OF INDIVIDUAL 95" ; +label variable ER33205 "MONTH INDIVIDUAL BORN 95" ; +label variable ER33206 "YEAR INDIVIDUAL BORN 95" ; +label variable ER33207 "MARITAL PAIRS INDICATOR 95" ; +label variable ER33208 "WHETHER MOVED IN/OUT 95" ; +label variable ER33209 "MONTH MOVED IN/OUT 95" ; +label variable ER33210 "YEAR MOVED IN/OUT 95" ; +label variable ER33211 "EMPLOYMENT STATUS 95" ; +label variable ER33212 "MONTH LAST IN SCHOOL 95" ; +label variable ER33213 "YEAR LAST IN SCHOOL 95" ; +label variable ER33214 "WHETHER STUDENT 95" ; +label variable ER33215 "YEARS COMPLETED EDUCATION 95" ; +label variable ER33216 "HAS MEDICAL COVERAGE? 95" ; +label variable ER33217 "HEALTH GOOD? 95" ; +label variable ER33218 "MEDICARE PERMISSION 95" ; +label variable ER33219 "RELATIONSHIP TO RESPONDENT 95" ; +label variable ER33220 "M3 CURRENTLY ATTENDING SCHOOL 95" ; +label variable ER33221 "M5 FULL-TIME OR PART-TIME STUDENT 95" ; +label variable ER33222 "M6 WHAT GRADE 95" ; +label variable ER33223 "M6A GRADUATE, GED, OR NEITHER 95" ; +label variable ER33224 "M7 MONTH LAST ATTENDED SCHOOL 95" ; +label variable ER33225 "M7 YEAR LAST ATTENDED SCHOOL 95" ; +label variable ER33226 "M9 LAST ENROLLED FULL OR PART TIME 95" ; +label variable ER33227 "M10 HIGHEST GRADE OR YEAR COMPLETED 95" ; +label variable ER33228 "M11A RECEIVED GED 95" ; +label variable ER33229 "M12 HIGH SCHOOL GRAD, GED, OR NEITHER 95" ; +label variable ER33230 "M14 EVER ATTEND PRIVATE SCHOOL K-12 95" ; +label variable ER33231 "M14A EVER ATTEND PRIVATE SCHOOL K-12 95" ; +label variable ER33232 "M15 GRADE ATTENDED PRIVATE SCHOOL 1 95" ; +label variable ER33233 "M15 GRADE ATTENDED PRIVATE SCHOOL 2 95" ; +label variable ER33234 "M15 GRADE ATTENDED PRIVATE SCHOOL 3 95" ; +label variable ER33235 "M15 GRADE ATTENDED PRIVATE SCHOOL 4 95" ; +label variable ER33236 "M15 GRADE ATTENDED PRIVATE SCHOOL 5 95" ; +label variable ER33237 "M15 GRADE ATTENDED PRIVATE SCHOOL 6 95" ; +label variable ER33238 "M15 GRADE ATTENDED PRIVATE SCHOOL 7 95" ; +label variable ER33239 "M15 GRADE ATTENDED PRIVATE SCHOOL 8 95" ; +label variable ER33240 "M15 GRADE ATTENDED PRIVATE SCHOOL 9 95" ; +label variable ER33241 "M15 GRADE ATTENDED PRIVATE SCHOOL 10 95" ; +label variable ER33242 "M15 GRADE ATTENDED PRIVATE SCHOOL 11 95" ; +label variable ER33243 "M15 GRADE ATTENDED PRIVATE SCHOOL 12 95" ; +label variable ER33244 "M16 NON-RELIG, CATHOLIC, ANOTHER REL 95" ; +label variable ER33245 "M17 ATTENDED SPEC CLASS/SCHL GIFTED 95" ; +label variable ER33246 "M18 REPEAT GRADE/SCHOOL RECOMMENDED 95" ; +label variable ER33247 "M19 WHICH GRADE REPEATED 1 95" ; +label variable ER33248 "M19 WHICH GRADE REPEATED 2 95" ; +label variable ER33249 "M19 WHICH GRADE REPEATED 3 95" ; +label variable ER33250 "M19 WHICH GRADE REPEATED 4 95" ; +label variable ER33251 "M19 WHICH GRADE REPEATED 5 95" ; +label variable ER33252 "M19 WHICH GRADE REPEATED 6 95" ; +label variable ER33253 "M19 WHICH GRADE REPEATED 7 95" ; +label variable ER33254 "M19 WHICH GRADE REPEATED 8 95" ; +label variable ER33255 "M19 WHICH GRADE REPEATED 9 95" ; +label variable ER33256 "M19 WHICH GRADE REPEATED 10 95" ; +label variable ER33257 "M19 WHICH GRADE REPEATED 11 95" ; +label variable ER33258 "M19 WHICH GRADE REPEATED 12 95" ; +label variable ER33259 "M20 EVER CLASSIFIED NEED SPECIAL ED 95" ; +label variable ER33260 "M21 LEARN DISAB PERCEPT/SPEECH IMPAIR 95" ; +label variable ER33261 "M22 EVER ENROLLED IN HEAD START 95" ; +label variable ER33262 "M23 HOW OLD 1ST ATTEND HEAD START 95" ; +label variable ER33263 "M24 TOTAL MONTHS ATTENDED HEAD START 95" ; +label variable ER33264 "M25 OTHER NURSERY PRESCHOOL DAY CARE 95" ; +label variable ER33265 "M26 SUSPENDED OR EXPELLED FROM SCHOOL 95" ; +label variable ER33266 "M27 EVER BOOKED/CHARGED BREAKING LAW 95" ; +label variable ER33267 "M28 SPENT TIME IN CORRECTIONS INST 95" ; +label variable ER33268 "M29 TIMES SENT TO YOUTH CORRECT INST 95" ; +label variable ER33269 "M30 TIMES SENT TO ADULT CORRECT INST 95" ; +label variable ER33270 "M31 MONTH LAST RELEASED 95" ; +label variable ER33271 "M31 YEAR LAST RELEASED 95" ; +label variable ER33272 "M33 TIMES FAM ASKED TALK SCHOOL BEHAV 95" ; +label variable ER33273 "M34 PARTICIPATE EXTRACURRICULAR ACT 95" ; +label variable ER33274 "M34A HOW OFTEN PARTIC EXTRACUR ACT 95" ; +label variable ER33275 "CORE INDIVIDUAL LONGITUDINAL WEIGHT 95" ; +label variable ER33276 "LATINO IND WEIGHT 95" ; +label variable ER33277 "COMBINED IND WEIGHT 95" ; +label variable ER33278 "MONTH S/O FAM FORMED 95" ; +label variable ER33279 "YEAR S/O FAM FORMED 95" ; +label variable ER33280 "MAIN FAM ID FOR S/O 95" ; +label variable ER33281 "FOLLOW STATUS 95" ; +label variable ER33282 "TYPE OF IND RECORD 95" ; +label variable ER33283 "WHY NONRESPONSE 95" ; +label variable ER33284 "H1 HEALTH STATUS 95" ; +label variable ER33285 "H6A BATHING 95" ; +label variable ER33286 "H6B DRESSING 95" ; +label variable ER33287 "H6C EATING 95" ; +label variable ER33288 "H6D GET OUT OF BED/CHAIR 95" ; +label variable ER33289 "H6E WALKING 95" ; +label variable ER33290 "H6F GET OUTSIDE 95" ; +label variable ER33291 "H6G USE/GET TO TOILET 95" ; +label variable ER33292 "H7 CKPT 95" ; +label variable ER33293 "H8 GET HELP W ACTIVITIES 95" ; +label variable ER33294 "H9 PROB PREPARE MEALS 95" ; +label variable ER33294A "H10 B/C OF HEALTH? 95" ; +label variable ER33295 "H11 PROB SHOP PERS ITEM 95" ; +label variable ER33295A "H12 B/C OF HEALTH? 95" ; +label variable ER33296 "H13 PROB MANAGE MONEY 95" ; +label variable ER33296A "H14 B/C OF HEALTH? 95" ; +label variable ER33297 "H15 PROB USE PHONE 95" ; +label variable ER33297A "H16 B/C OF HEALTH? 95" ; +label variable ER33298 "H17 PROB HEAVY HOUSEWORK 95" ; +label variable ER33298A "H18 B/C OF HEALTH? 95" ; +label variable ER33299 "H19 PROB LIGHT HOUSEWORK 95" ; +label variable ER33299A "H20 B/C OF HEALTH? 95" ; +label variable ER33299B "WHY FOLLOWABLE 95" ; +label variable ER33301 "1996 INTERVIEW NUMBER" ; +label variable ER33302 "SEQUENCE NUMBER 96" ; +label variable ER33303 "RELATION TO HEAD 96" ; +label variable ER33304 "AGE OF INDIVIDUAL 96" ; +label variable ER33305 "MONTH INDIVIDUAL BORN 96" ; +label variable ER33306 "YEAR INDIVIDUAL BORN 96" ; +label variable ER33307 "MARITAL PAIRS INDICATOR 96" ; +label variable ER33308 "WHETHER MOVED IN/OUT 96" ; +label variable ER33309 "MONTH MOVED IN/OUT 96" ; +label variable ER33310 "YEAR MOVED IN/OUT 96" ; +label variable ER33311 "EMPLOYMENT STATUS 96" ; +label variable ER33312 "MONTH LAST IN SCHOOL 96" ; +label variable ER33313 "YEAR LAST IN SCHOOL 96" ; +label variable ER33314 "WHETHER STUDENT 96" ; +label variable ER33315 "YEARS COMPLETED EDUCATION 96" ; +label variable ER33316 "HAS MEDICAL COVERAGE? 96" ; +label variable ER33317 "HEALTH GOOD? 96" ; +label variable ER33318 "CORE INDIVIDUAL LONGITUDINAL WEIGHT 96" ; +label variable ER33319 "MONTH S/O FAM FORMED 96" ; +label variable ER33320 "YEAR S/O FAM FORMED 96" ; +label variable ER33321 "MAIN FAM ID FOR S/O 96" ; +label variable ER33322 "FOLLOW STATUS 96" ; +label variable ER33323 "WHY FOLLOWABLE 96" ; +label variable ER33324 "TYPE OF IND RECORD 96" ; +label variable ER33325 "WHY NONRESPONSE 96" ; +label variable ER33326 "H1 HEALTH STATUS 96" ; +label variable ER33327 "H6A BATHING 96" ; +label variable ER33328 "H6B DRESSING 96" ; +label variable ER33329 "H6C EATING 96" ; +label variable ER33330 "H6D GET OUT OF BED/CHAIR 96" ; +label variable ER33331 "H6E WALKING 96" ; +label variable ER33332 "H6F GET OUTSIDE 96" ; +label variable ER33333 "H6G USE/GET TO TOILET 96" ; +label variable ER33334 "H7 CKPT 96" ; +label variable ER33335 "H8 GET HELP W ACTIVITIES 96" ; +label variable ER33336 "H9 PROB PREPARE MEALS 96" ; +label variable ER33337 "H10 B/C OF HEALTH? 96" ; +label variable ER33338 "H11 PROB SHOP PERS ITEM 96" ; +label variable ER33339 "H12 B/C OF HEALTH? 96" ; +label variable ER33340 "H13 PROB MANAGE MONEY 96" ; +label variable ER33341 "H14 B/C OF HEALTH? 96" ; +label variable ER33342 "H15 PROB USE PHONE 96" ; +label variable ER33343 "H16 B/C OF HEALTH? 96" ; +label variable ER33344 "H17 PROB HEAVY HOUSEWORK 96" ; +label variable ER33345 "H18 B/C OF HEALTH? 96" ; +label variable ER33346 "H19 PROB LIGHT HOUSEWORK 96" ; +label variable ER33347 "H20 B/C OF HEALTH? 96" ; +label variable ER33401 "1997 INTERVIEW NUMBER" ; +label variable ER33402 "SEQUENCE NUMBER 97" ; +label variable ER33403 "RELATION TO HEAD 97" ; +label variable ER33404 "AGE OF INDIVIDUAL 97" ; +label variable ER33405 "MONTH INDIVIDUAL BORN 97" ; +label variable ER33406 "YEAR INDIVIDUAL BORN 97" ; +label variable ER33407 "MARITAL PAIRS INDICATOR 97" ; +label variable ER33408 "WHETHER MOVED IN/OUT 97" ; +label variable ER33409 "MONTH MOVED IN/OUT 97" ; +label variable ER33410 "YEAR MOVED IN/OUT 97" ; +label variable ER33411 "EMPLOYMENT STATUS 97" ; +label variable ER33412 "MONTH LAST IN SCHOOL 97" ; +label variable ER33413 "YEAR LAST IN SCHOOL 97" ; +label variable ER33414 "WHETHER STUDENT 97" ; +label variable ER33415 "YEARS COMPLETED EDUCATION 97" ; +label variable ER33416 "HAS MEDICAL COVERAGE? 97" ; +label variable ER33417 "HEALTH GOOD? 97" ; +label variable ER33418 "WHETHER ELIGIBLE FOR CDS 97" ; +label variable ER33419 "WHETHER SELECTED FOR CDS 97" ; +label variable ER33420 "RESULT OF CDS INTERVIEW 97" ; +label variable ER33421 "ES1 STATE WHERE BORN 97" ; +label variable ER33422 "ES1 COUNTY/COUNTRY WHERE BORN 97" ; +label variable ER33423 "ES2 WHETHER LIVED IN US IN 1968 97" ; +label variable ER33424 "ES3 WTR US CITIZEN OUT OF US IN 68 97" ; +label variable ER33425 "ES4 WHETHER MOM LIVED IN US IN 1968 97" ; +label variable ER33426 "ES5 WTR MOM US CITIZEN OUT OF US IN 6897" ; +label variable ER33427 "ES6 WHETHER DAD LIVED IN US IN 1968 97" ; +label variable ER33428 "ES7 WTR DAD US CITIZEN OUT OF US IN 6897" ; +label variable ER33429 "ES8 WTR IN US SINCE JAN 1, 1995 97" ; +label variable ER33430 "CORE/IMM INDIVIDUAL LONGITUDINAL WT 97" ; +label variable ER33431 "MONTH S/O FAM FORMED 97" ; +label variable ER33432 "YEAR S/O FAM FORMED 97" ; +label variable ER33433 "MAIN FAM ID FOR S/O 97" ; +label variable ER33434 "FOLLOW STATUS 97" ; +label variable ER33435 "WHY FOLLOWABLE 97" ; +label variable ER33436 "TYPE OF IND RECORD 97" ; +label variable ER33437 "WHY NONRESPONSE 97" ; +label variable ER33438 "CORE/IMM INDIVIDUAL CROSS-SECTION WT 97" ; +label variable ER33501 "1999 INTERVIEW NUMBER" ; +label variable ER33502 "SEQUENCE NUMBER 99" ; +label variable ER33503 "RELATION TO HEAD 99" ; +label variable ER33504 "AGE OF INDIVIDUAL 99" ; +label variable ER33505 "MONTH INDIVIDUAL BORN 99" ; +label variable ER33506 "YEAR INDIVIDUAL BORN 99" ; +label variable ER33507 "MARITAL PAIRS INDICATOR 99" ; +label variable ER33508 "WHETHER MOVED IN/OUT 99" ; +label variable ER33509 "MONTH MOVED IN/OUT 99" ; +label variable ER33510 "YEAR MOVED IN/OUT 99" ; +label variable ER33511 "RESPONDENT? 99" ; +label variable ER33512 "EMPLOYMENT STATUS 99" ; +label variable ER33513 "MONTH LAST IN SCHOOL 99" ; +label variable ER33514 "YEAR LAST IN SCHOOL 99" ; +label variable ER33515 "WHETHER STUDENT 99" ; +label variable ER33516 "YEARS COMPLETED EDUCATION 99" ; +label variable ER33517 "HEALTH GOOD? 99" ; +label variable ER33518 "H61 TYPE HEALTH INSURANCE MENTION 1 99" ; +label variable ER33519 "H61 TYPE HEALTH INSURANCE MENTION 2 99" ; +label variable ER33520 "H61 TYPE HEALTH INSURANCE MENTION 3 99" ; +label variable ER33521 "H61 TYPE HEALTH INSURANCE MENTION 4 99" ; +label variable ER33522 "H62 MOS COVERED BY INSURANCE IN 97 99" ; +label variable ER33523 "H62A MOS COVERED BY INSURANCE IN 98 99" ; +label variable ER33524 "KL33A/ES1 STATE WHERE BORN 99" ; +label variable ER33525 "KL33A/ES1 COUNTY/COUNTRY WHERE BORN 99" ; +label variable ER33526 "KL33E/ES2/ES10 WTR LIVED IN US IN 68 99" ; +label variable ER33527 "KL33F/ES3/ES11 CITZN OUT OF US IN 68 99" ; +label variable ER33528 "ES4/ES12 WTR MOM LIVED IN US IN 1968 99" ; +label variable ER33529 "ES5/ES13 MOM CITIZEN OUT OF US IN 68 99" ; +label variable ER33530 "ES6/ES14 WTR DAD LIVED IN US IN 1968 99" ; +label variable ER33531 "ES7/ES15 DAD CITIZEN OUT OF US IN 68 99" ; +label variable ER33532 "KL33G/ES8/ES16 WTR IN US SINCE 1/1/97 99" ; +label variable ER33532A "R2 WTR RECEIVED PUB ASSTNCE IN 1997 99" ; +label variable ER33532B "R3 STATE WHERE RECD PUB ASSTNCE 1997 99" ; +label variable ER33532C "R4 WTR RECD TANF IN 1997 99" ; +label variable ER33532D "R4 WTR RECD ADC IN 1997 99" ; +label variable ER33532E "R4 WTR RECD GENERAL ASSISTANCE 1997 99" ; +label variable ER33532F "R4 WTR RECD EMERGENCY ASSISTANCE 1997 99" ; +label variable ER33532G "R4 WTR RECD CUBAN/HAITIAN REF 1997 99" ; +label variable ER33532H "R4 WTR RECD INDIAN ASSISTANCE IN 1997 99" ; +label variable ER33532I "R4 WTR RECD OTHER ASSISTANCE IN 1997 99" ; +label variable ER33532J "R5 REPRTD PUB ASSISTNCE AMT-YRLY 1997 99" ; +label variable ER33532K "R5 REPRTD PUB ASSISTNCE AMT-MLY 1997 99" ; +label variable ER33532L "R6 WTR RECD PUB ASSISTNCE IN JAN 1997 99" ; +label variable ER33532M "R6 WTR RECD PUB ASSISTNCE IN FEB 1997 99" ; +label variable ER33532N "R6 WTR RECD PUB ASSISTNCE IN MAR 1997 99" ; +label variable ER33532O "R6 WTR RECD PUB ASSISTNCE IN APR 1997 99" ; +label variable ER33532P "R6 WTR RECD PUB ASSISTNCE IN MAY 1997 99" ; +label variable ER33532Q "R6 WTR RECD PUB ASSISTNCE IN JUN 1997 99" ; +label variable ER33532R "R6 WTR RECD PUB ASSISTNCE IN JUL 1997 99" ; +label variable ER33532S "R6 WTR RECD PUB ASSISTNCE IN AUG 1997 99" ; +label variable ER33532T "R6 WTR RECD PUB ASSISTNCE IN SEP 1997 99" ; +label variable ER33532U "R6 WTR RECD PUB ASSISTNCE IN OCT 1997 99" ; +label variable ER33532V "R6 WTR RECD PUB ASSISTNCE IN NOV 1997 99" ; +label variable ER33532W "R6 WTR RECD PUB ASSISTNCE IN DEC 1997 99" ; +label variable ER33532X "R6 TOTAL MOS RECD PUB ASSISTANCE 1997 99" ; +label variable ER33532Y "ANNUALIZED PUBLIC ASSISTANCE AMT 1997 99" ; +label variable ER33532Z "ACCURACY OF PUBLIC ASSISTANCE IN 1997 99" ; +label variable ER33533 "R8 WTR RECEIVED SSI IN 1997 99" ; +label variable ER33534 "R12 WTR RECEIVED CHILD SUPPORT IN 97 99" ; +label variable ER33535 "R16 WTR RECEIVED HELP FROM RELS IN 97 99" ; +label variable ER33536 "R20 WTR RECEIVED OTHER HELP IN 1997 99" ; +label variable ER33536A "R26/R33/R41 REP EARNINGS ANT IN 1997 99" ; +label variable ER33536B "R26/R33/R41 REP EARNINGS UNIT 1997 99" ; +label variable ER33536C "R27/R34/R42 WEEKS WORKED IN 1997 99" ; +label variable ER33536D "R28/R35/R43 WTR RECD ERNGS JAN 1997 99" ; +label variable ER33536E "R28/R35/R43 WTR RECD ERNGS FEB 1997 99" ; +label variable ER33536F "R28/R35/R43 WTR RECD ERNGS MAR 1997 99" ; +label variable ER33536G "R28/R35/R43 WTR RECD ERNGS APR 1997 99" ; +label variable ER33536H "R28/R35/R43 WTR RECD ERNGS MAY 1997 99" ; +label variable ER33536I "R28/R35/R43 WTR RECD ERNGS JUN 1997 99" ; +label variable ER33536J "R28/R35/R43 WTR RECD ERNGS JUL 1997 99" ; +label variable ER33536K "R28/R35/R43 WTR RECD ERNGS AUG 1997 99" ; +label variable ER33536L "R28/R35/R43 WTR RECD ERNGS SEP 1997 99" ; +label variable ER33536M "R28/R35/R43 WTR RECD ERNGS OCT 1997 99" ; +label variable ER33536N "R28/R35/R43 WTR RECD ERNGS NOV 1997 99" ; +label variable ER33536O "R28/R35/R43 WTR RECD ERNGS DEC 1997 99" ; +label variable ER33536P "R28/R35/R43 TOT MOS RECD ERNGS 1997 99" ; +label variable ER33536Q "R29/R36/R44 HRS PER WK WORKED 1997 99" ; +label variable ER33537 "R48A WTR STOPPED WELFARE IN 1997 99" ; +label variable ER33537A "R30/R37/R45 WTR UNEMPLOYED JAN 1997 99" ; +label variable ER33537B "R30/R37/R45 WTR UNEMPLOYED FEB 1997 99" ; +label variable ER33537C "R30/R37/R45 WTR UNEMPLOYED MAR 1997 99" ; +label variable ER33537D "R30/R37/R45 WTR UNEMPLOYED APR 1997 99" ; +label variable ER33537E "R30/R37/R45 WTR UNEMPLOYED MAY 1997 99" ; +label variable ER33537F "R30/R37/R45 WTR UNEMPLOYED JUN 1997 99" ; +label variable ER33537G "R30/R37/R45 WTR UNEMPLOYED JUL 1997 99" ; +label variable ER33537H "R30/R37/R45 WTR UNEMPLOYED AUG 1997 99" ; +label variable ER33537I "R30/R37/R45 WTR UNEMPLOYED SEP 1997 99" ; +label variable ER33537J "R30/R37/R45 WTR UNEMPLOYED OCT 1997 99" ; +label variable ER33537K "R30/R37/R45 WTR UNEMPLOYED NOV 1997 99" ; +label variable ER33537L "R30/R37/R45 WTR UNEMPLOYED DEC 1997 99" ; +label variable ER33537M "R30/R37/R45 TOTAL MOS UNEMPLOYED 1997 99" ; +label variable ER33537N "TOTAL ANNUAL EARNINGS IN 1997 99" ; +label variable ER33537O "CALCULATED HOURLY WAGE RATE IN 1997 99" ; +label variable ER33538 "R58A WTR STOPPED FOOD STAMPS IN 1997 99" ; +label variable ER33539 "MONTH S/O FAM FORMED 99" ; +label variable ER33540 "YEAR S/O FAM FORMED 99" ; +label variable ER33541 "MAIN FAM ID FOR S/O 99" ; +label variable ER33542 "FOLLOW STATUS 99" ; +label variable ER33543 "WHY FOLLOWABLE 99" ; +label variable ER33544 "TYPE OF IND RECORD 99" ; +label variable ER33545 "WHY NONRESPONSE 99" ; +label variable ER33546 "CORE/IMM INDIVIDUAL LONGITUDINAL WT 99" ; +label variable ER33547 "CORE/IMM INDIVIDUAL CROSS-SECTION WT 99" ; +label variable ER33601 "2001 INTERVIEW NUMBER" ; +label variable ER33602 "SEQUENCE NUMBER 01" ; +label variable ER33603 "RELATION TO HEAD 01" ; +label variable ER33604 "AGE OF INDIVIDUAL 01" ; +label variable ER33605 "MONTH INDIVIDUAL BORN 01" ; +label variable ER33606 "YEAR INDIVIDUAL BORN 01" ; +label variable ER33607 "MARITAL PAIRS INDICATOR 01" ; +label variable ER33608 "WHETHER MOVED IN/OUT 01" ; +label variable ER33609 "MONTH MOVED IN/OUT 01" ; +label variable ER33610 "YEAR MOVED IN/OUT 01" ; +label variable ER33611 "RESPONDENT? 01" ; +label variable ER33612 "EMPLOYMENT STATUS 01" ; +label variable ER33613 "MONTH LAST IN SCHOOL 01" ; +label variable ER33614 "YEAR LAST IN SCHOOL 01" ; +label variable ER33615 "WHETHER STUDENT 01" ; +label variable ER33616 "YEARS COMPLETED EDUCATION 01" ; +label variable ER33617 "HEALTH GOOD? 01" ; +label variable ER33618 "H61 TYPE HEALTH INSURANCE MENTION 1 01" ; +label variable ER33619 "H61 TYPE HEALTH INSURANCE MENTION 2 01" ; +label variable ER33620 "H61 TYPE HEALTH INSURANCE MENTION 3 01" ; +label variable ER33621 "H61 TYPE HEALTH INSURANCE MENTION 4 01" ; +label variable ER33622 "H62 MOS COVERED BY INSURANCE IN 99 01" ; +label variable ER33623 "H62A MOS COVERED BY INSURANCE IN 00 01" ; +label variable ER33623A "R2 WTR RECEIVED PUB ASSTNCE IN 1999 01" ; +label variable ER33623B "R3 STATE WHERE RECD PUB ASSTNCE 1999 01" ; +label variable ER33623C "R4 WTR RECD TANF IN 1999 01" ; +label variable ER33623D "R4 WTR RECD ADC IN 1999 01" ; +label variable ER33623E "R4 WTR RECD GENERAL ASSISTANCE 1999 01" ; +label variable ER33623F "R4 WTR RECD EMERGENCY ASSISTANCE 1999 01" ; +label variable ER33623G "R4 WTR RECD CUBAN/HAITIAN REF 1999 01" ; +label variable ER33623H "R4 WTR RECD INDIAN ASSISTANCE IN 1999 01" ; +label variable ER33623I "R4 WTR RECD OTHER ASSISTANCE IN 1999 01" ; +label variable ER33623J "R5 REPRTD PUB ASSISTNCE AMT-YRLY 1999 01" ; +label variable ER33623K "R5 REPRTD PUB ASSISTNCE AMT-MLY 1999 01" ; +label variable ER33623L "R6 WTR RECD PUB ASSISTNCE IN JAN 1999 01" ; +label variable ER33623M "R6 WTR RECD PUB ASSISTNCE IN FEB 1999 01" ; +label variable ER33623N "R6 WTR RECD PUB ASSISTNCE IN MAR 1999 01" ; +label variable ER33623O "R6 WTR RECD PUB ASSISTNCE IN APR 1999 01" ; +label variable ER33623P "R6 WTR RECD PUB ASSISTNCE IN MAY 1999 01" ; +label variable ER33623Q "R6 WTR RECD PUB ASSISTNCE IN JUN 1999 01" ; +label variable ER33623R "R6 WTR RECD PUB ASSISTNCE IN JUL 1999 01" ; +label variable ER33623S "R6 WTR RECD PUB ASSISTNCE IN AUG 1999 01" ; +label variable ER33623T "R6 WTR RECD PUB ASSISTNCE IN SEP 1999 01" ; +label variable ER33623U "R6 WTR RECD PUB ASSISTNCE IN OCT 1999 01" ; +label variable ER33623V "R6 WTR RECD PUB ASSISTNCE IN NOV 1999 01" ; +label variable ER33623W "R6 WTR RECD PUB ASSISTNCE IN DEC 1999 01" ; +label variable ER33623X "R6 TOTAL MOS RECD PUB ASSISTANCE 1999 01" ; +label variable ER33623Y "ANNUALIZED PUBLIC ASSISTANCE AMT 1999 01" ; +label variable ER33623Z "ACCURACY OF PUBLIC ASSISTANCE IN 1999 01" ; +label variable ER33624 "R8 WTR RECEIVED SSI IN 1999 01" ; +label variable ER33625 "R12 WTR RECEIVED CHILD SUPPORT IN 99 01" ; +label variable ER33626 "R16 WTR RECEIVED HELP FROM RELS IN 99 01" ; +label variable ER33627 "R20 WTR RECEIVED OTHER HELP IN 1999 01" ; +label variable ER33627A "R26/R33/R41 REP EARNINGS AMT IN 1999 01" ; +label variable ER33627B "R26/R33/R41 REP EARNINGS UNIT 1999 01" ; +label variable ER33627C "R27/R34/R42 WEEKS WORKED IN 1999 01" ; +label variable ER33627D "R28/R35/R43 WTR RECD ERNGS JAN 1999 01" ; +label variable ER33627E "R28/R35/R43 WTR RECD ERNGS FEB 1999 01" ; +label variable ER33627F "R28/R35/R43 WTR RECD ERNGS MAR 1999 01" ; +label variable ER33627G "R28/R35/R43 WTR RECD ERNGS APR 1999 01" ; +label variable ER33627H "R28/R35/R43 WTR RECD ERNGS MAY 1999 01" ; +label variable ER33627I "R28/R35/R43 WTR RECD ERNGS JUN 1999 01" ; +label variable ER33627J "R28/R35/R43 WTR RECD ERNGS JUL 1999 01" ; +label variable ER33627K "R28/R35/R43 WTR RECD ERNGS AUG 1999 01" ; +label variable ER33627L "R28/R35/R43 WTR RECD ERNGS SEP 1999 01" ; +label variable ER33627M "R28/R35/R43 WTR RECD ERNGS OCT 1999 01" ; +label variable ER33627N "R28/R35/R43 WTR RECD ERNGS NOV 1999 01" ; +label variable ER33627O "R28/R35/R43 WTR RECD ERNGS DEC 1999 01" ; +label variable ER33627P "R28/R35/R43 TOT MOS RECD ERNGS 1999 01" ; +label variable ER33627Q "R29/R36/R44 HRS PER WK WORKED 1999 01" ; +label variable ER33628 "R48A WTR STOPPED WELFARE IN 1999 01" ; +label variable ER33628A "R30/R37/R45 WTR UNEMPLOYED JAN 1999 01" ; +label variable ER33628B "R30/R37/R45 WTR UNEMPLOYED FEB 1999 01" ; +label variable ER33628C "R30/R37/R45 WTR UNEMPLOYED MAR 1999 01" ; +label variable ER33628D "R30/R37/R45 WTR UNEMPLOYED APR 1999 01" ; +label variable ER33628E "R30/R37/R45 WTR UNEMPLOYED MAY 1999 01" ; +label variable ER33628F "R30/R37/R45 WTR UNEMPLOYED JUN 1999 01" ; +label variable ER33628G "R30/R37/R45 WTR UNEMPLOYED JUL 1999 01" ; +label variable ER33628H "R30/R37/R45 WTR UNEMPLOYED AUG 1999 01" ; +label variable ER33628I "R30/R37/R45 WTR UNEMPLOYED SEP 1999 01" ; +label variable ER33628J "R30/R37/R45 WTR UNEMPLOYED OCT 1999 01" ; +label variable ER33628K "R30/R37/R45 WTR UNEMPLOYED NOV 1999 01" ; +label variable ER33628L "R30/R37/R45 WTR UNEMPLOYED DEC 1999 01" ; +label variable ER33628M "R30/R37/R45 TOTAL MOS UNEMPLOYED 1999 01" ; +label variable ER33628N "TOTAL ANNUAL EARNINGS IN 1999 01" ; +label variable ER33628O "CALCULATED HOURLY WAGE RATE IN 1999 01" ; +label variable ER33629 "R58A WTR STOPPED FOOD STAMPS IN 1999 01" ; +label variable ER33630 "MONTH S/O FAM FORMED 01" ; +label variable ER33631 "YEAR S/O FAM FORMED 01" ; +label variable ER33632 "MAIN FAM ID FOR S/O 01" ; +label variable ER33633 "FOLLOW STATUS 01" ; +label variable ER33634 "WHY FOLLOWABLE 01" ; +label variable ER33635 "TYPE OF IND RECORD 01" ; +label variable ER33636 "WHY NONRESPONSE 01" ; +label variable ER33637 "CORE/IMM INDIVIDUAL LONGITUDINAL WT 01" ; +label variable ER33638 "RESULT OF CDS INTERVIEW 01" ; +label variable ER33639 "CORE/IMM INDIVIDUAL CROSS-SECTION WT 01" ; +label variable ER33701 "2003 INTERVIEW NUMBER" ; +label variable ER33702 "SEQUENCE NUMBER 03" ; +label variable ER33703 "RELATION TO HEAD 03" ; +label variable ER33704 "AGE OF INDIVIDUAL 03" ; +label variable ER33705 "MONTH INDIVIDUAL BORN 03" ; +label variable ER33706 "YEAR INDIVIDUAL BORN 03" ; +label variable ER33707 "MARITAL PAIRS INDICATOR 03" ; +label variable ER33708 "WHETHER MOVED IN/OUT 03" ; +label variable ER33709 "MONTH MOVED IN/OUT 03" ; +label variable ER33710 "YEAR MOVED IN/OUT 03" ; +label variable ER33711 "RESPONDENT? 03" ; +label variable ER33712 "EMPLOYMENT STATUS 03" ; +label variable ER33713 "MONTH LAST IN SCHOOL 03" ; +label variable ER33714 "YEAR LAST IN SCHOOL 03" ; +label variable ER33715 "WHETHER STUDENT 03" ; +label variable ER33716 "YEARS COMPLETED EDUCATION 03" ; +label variable ER33717 "HEALTH GOOD? 03" ; +label variable ER33718 "H61 TYPE HEALTH INSURANCE MENTION 1 03" ; +label variable ER33719 "H61 TYPE HEALTH INSURANCE MENTION 2 03" ; +label variable ER33720 "H61 TYPE HEALTH INSURANCE MENTION 3 03" ; +label variable ER33721 "H61 TYPE HEALTH INSURANCE MENTION 4 03" ; +label variable ER33722 "H62 MOS COVERED BY INSURANCE IN 01 03" ; +label variable ER33723 "H62A MOS COVERED BY INSURANCE IN 02 03" ; +label variable ER33724 "R2 WTR RECEIVED TANF IN 2001 03" ; +label variable ER33724A "R3 STATE WHERE RECD PUB ASSTNCE 2001 03" ; +label variable ER33724B "R4 WTR RECD TANF IN 2001 03" ; +label variable ER33724C "R4 WTR RECD ADC IN 2001 03" ; +label variable ER33724D "R4 WTR RECD GEN ASSISTANCE IN 2001 03" ; +label variable ER33724E "R4 WTR RECD EMERG ASSISTANCE IN 2001 03" ; +label variable ER33724F "R4 WTR RECD CUBAN/HAITIAN REF 2001 03" ; +label variable ER33724G "R4 WTR RECD INDIAN ASSIST IN 2001 03" ; +label variable ER33724H "R4 WTR RECD OTHER ASSISTANCE IN 2001 03" ; +label variable ER33724I "R8 WTR RECEIVED SSI IN 2001 03" ; +label variable ER33725 "R12 WTR RECEIVED CHILD SUPPORT IN 01 03" ; +label variable ER33726 "R16 WTR RECEIVED HELP FROM RELS IN 01 03" ; +label variable ER33727 "R20 WTR RECEIVED OTHER HELP IN 2001 03" ; +label variable ER33727A "R26/R41 REPORTED ERNINGS AMOUNT IN 01 03" ; +label variable ER33727B "R26/R41 REPORTED ERNINGS TIME UNIT 01 03" ; +label variable ER33727C "R42 WEEKS WORKED IN 2001 03" ; +label variable ER33727D "R43 WTR RECD EARNINGS IN JAN 2001 03" ; +label variable ER33727E "R43 WTR RECD EARNINGS IN FEB 2001 03" ; +label variable ER33727F "R43 WTR RECD EARNINGS IN MAR 2001 03" ; +label variable ER33727G "R43 WTR RECD EARNINGS IN APR 2001 03" ; +label variable ER33727H "R43 WTR RECD EARNINGS IN MAY 2001 03" ; +label variable ER33727I "R43 WTR RECD EARNINGS IN JUN 2001 03" ; +label variable ER33727J "R43 WTR RECD EARNINGS IN JUL 2001 03" ; +label variable ER33727K "R43 WTR RECD EARNINGS IN AUG 2001 03" ; +label variable ER33727L "R43 WTR RECD EARNINGS IN SEP 2001 03" ; +label variable ER33727M "R43 WTR RECD EARNINGS IN OCT 2001 03" ; +label variable ER33727N "R43 WTR RECD EARNINGS IN NOV 2001 03" ; +label variable ER33727O "R43 WTR RECD EARNINGS IN DEC 2001 03" ; +label variable ER33727P "R43 TOTAL MOS RECD EARNINGS IN 2001 03" ; +label variable ER33727Q "R44 HOURS PER WEEK WORKED IN 2001 03" ; +label variable ER33728 "R48A WTR STOP PUB ASSTNCE SINCE 2001 03" ; +label variable ER33728A "R45 WTR UNEMPLOYED IN JAN 2001 03" ; +label variable ER33728B "R45 WTR UNEMPLOYED IN FEB 2001 03" ; +label variable ER33728C "R45 WTR UNEMPLOYED IN MAR 2001 03" ; +label variable ER33728D "R45 WTR UNEMPLOYED IN APR 2001 03" ; +label variable ER33728E "R45 WTR UNEMPLOYED IN MAY 2001 03" ; +label variable ER33728F "R45 WTR UNEMPLOYED IN JUN 2001 03" ; +label variable ER33728G "R45 WTR UNEMPLOYED IN JUL 2001 03" ; +label variable ER33728H "R45 WTR UNEMPLOYED IN AUG 2001 03" ; +label variable ER33728I "R45 WTR UNEMPLOYED IN SEP 2001 03" ; +label variable ER33728J "R45 WTR UNEMPLOYED IN OCT 2001 03" ; +label variable ER33728K "R45 WTR UNEMPLOYED IN NOV 2001 03" ; +label variable ER33728L "R45 WTR UNEMPLOYED IN DEC 2001 03" ; +label variable ER33728M "R45 TOTAL MOS UNEMPLOYED IN 2001 03" ; +label variable ER33728N "TOTAL ANNUAL EARNINGS IN 2001 03" ; +label variable ER33728O "CALCULATED HOURLY WAGE RATE IN 2001 03" ; +label variable ER33729 "R58A WTR STOPPED FOOD STAMPS IN 2001 03" ; +label variable ER33730 "R78A WTR REC MEAL FOR ELDERLY IN 2002 03" ; +label variable ER33731 "R80A WTR REC SCHOOL LUNCH IN 2002 03" ; +label variable ER33732 "R81A WTR REC SCHOOL BREAKFAST IN 2002 03" ; +label variable ER33733 "MONTH S/O FAM FORMED 03" ; +label variable ER33734 "YEAR S/O FAM FORMED 03" ; +label variable ER33735 "MAIN FAM ID FOR S/O 03" ; +label variable ER33736 "FOLLOW STATUS 03" ; +label variable ER33737 "WHY FOLLOWABLE 03" ; +label variable ER33738 "TYPE OF IND RECORD 03" ; +label variable ER33739 "WHY NONRESPONSE 03" ; +label variable ER33740 "CORE/IMM INDIVIDUAL LONGITUDINAL WT 03" ; +label variable ER33741 "M13D WTR DECIDER FOR CHARITABLE GIVNG 03" ; +label variable ER33742 "CORE/IMM INDIVIDUAL CROSS-SECTION WT 03" ; +label variable ER33801 "2005 INTERVIEW NUMBER" ; +label variable ER33802 "SEQUENCE NUMBER 05" ; +label variable ER33803 "RELATION TO HEAD 05" ; +label variable ER33804 "AGE OF INDIVIDUAL 05" ; +label variable ER33805 "MONTH INDIVIDUAL BORN 05" ; +label variable ER33806 "YEAR INDIVIDUAL BORN 05" ; +label variable ER33807 "MARITAL PAIRS INDICATOR 05" ; +label variable ER33808 "WHETHER MOVED IN/OUT 05" ; +label variable ER33809 "MONTH MOVED IN/OUT 05" ; +label variable ER33810 "YEAR MOVED IN/OUT 05" ; +label variable ER33811 "RESPONDENT? 05" ; +label variable ER33812 "WTR COVERED BY TANF PAYMENTS IN 2004 05" ; +label variable ER33813 "EMPLOYMENT STATUS 05" ; +label variable ER33814 "MONTH LAST IN SCHOOL 05" ; +label variable ER33815 "YEAR LAST IN SCHOOL 05" ; +label variable ER33816 "WHETHER STUDENT 05" ; +label variable ER33817 "YEARS COMPLETED EDUCATION 05" ; +label variable ER33818 "HEALTH GOOD? 05" ; +label variable ER33819 "H61 TYPE HEALTH INSURANCE MENTION 1 05" ; +label variable ER33820 "H61 TYPE HEALTH INSURANCE MENTION 2 05" ; +label variable ER33821 "H61 TYPE HEALTH INSURANCE MENTION 3 05" ; +label variable ER33822 "H61 TYPE HEALTH INSURANCE MENTION 4 05" ; +label variable ER33823 "H61A WTR STATE INSURNCE PLAN FOR KIDS 05" ; +label variable ER33824 "H61B MOS COVERED BY INSURANCE IN 03 05" ; +label variable ER33825 "H61C MOS COVERED BY INSURANCE IN 04 05" ; +label variable ER33826 "WHETHER MEDICARE NUMBER GIVEN 05" ; +label variable ER33826A "R2/R11 EARNINGS AMT REPORTED IN 2003 05" ; +label variable ER33826B "R2/R11 EARNINGS PER UNIT IN 2003 05" ; +label variable ER33826C "R2/R11 EARNINGS ACCURACY 2003 05" ; +label variable ER33826D "R3/R13 WTR EARNINGS JAN 2003 05" ; +label variable ER33826E "R3/R13 WTR EARNINGS FEB 2003 05" ; +label variable ER33826F "R3/R13 WTR EARNINGS MAR 2003 05" ; +label variable ER33826G "R3/R13 WTR EARNINGS APR 2003 05" ; +label variable ER33826H "R3/R13 WTR EARNINGS MAY 2003 05" ; +label variable ER33826I "R3/R13 WTR EARNINGS JUN 2003 05" ; +label variable ER33826J "R3/R13 WTR EARNINGS JUL 2003 05" ; +label variable ER33826K "R3/R13 WTR EARNINGS AUG 2003 05" ; +label variable ER33826L "R3/R13 WTR EARNINGS SEP 2003 05" ; +label variable ER33826M "R3/R13 WTR EARNINGS OCT 2003 05" ; +label variable ER33826N "R3/R13 WTR EARNINGS NOV 2003 05" ; +label variable ER33826O "R3/R13 WTR EARNINGS DEC 2003 05" ; +label variable ER33827 "R4/R17 WTR REC ASSET INC 2003 05" ; +label variable ER33827A "R4 ASSET TYPE RENT 2003 05" ; +label variable ER33827B "R4 ASSET TYPE DIVIDEND 2003 05" ; +label variable ER33827C "R4 ASSET TYPE INTEREST 2003 05" ; +label variable ER33827D "R4 ASSET TYPE FUND/ROYALTY 2003 05" ; +label variable ER33827E "R5/R18 ASSET INC AMT 2003 05" ; +label variable ER33827F "R5/R18 ASSET INC PER 2003 05" ; +label variable ER33827G "R6/R19 WTR ASSET INC JAN 2003 05" ; +label variable ER33827H "R6/R19 WTR ASSET INC FEB 2003 05" ; +label variable ER33827I "R6/R19 WTR ASSET INC MAR 2003 05" ; +label variable ER33827J "R6/R19 WTR ASSET INC APR 2003 05" ; +label variable ER33827K "R6/R19 WTR ASSET INC MAY 2003 05" ; +label variable ER33827L "R6/R19 WTR ASSET INC JUN 2003 05" ; +label variable ER33827M "R6/R19 WTR ASSET INC JUL 2003 05" ; +label variable ER33827N "R6/R19 WTR ASSET INC AUG 2003 05" ; +label variable ER33827O "R6/R19 WTR ASSET INC SEP 2003 05" ; +label variable ER33827P "R6/R19 WTR ASSET INC OCT 2003 05" ; +label variable ER33827Q "R6/R19 WTR ASSET INC NOV 2003 05" ; +label variable ER33827R "R6/R19 WTR ASSET INC DEC 2003 05" ; +label variable ER33827S "R12 OFUM WKS WORKED 2003 05" ; +label variable ER33827T "R12 OFUM WKS WORKED ACC 2003 05" ; +label variable ER33827U "R14 OFUM HRS PER WK WORKED 2003 05" ; +label variable ER33827V "R14 OFUM HRS PER WK WORKED ACC 2003 05" ; +label variable ER33828 "R21 WTR RECEIVED SOCL SECURITY IN 03 05" ; +label variable ER33828A "R15 WTR OFUM UNEMP JAN 2003 05" ; +label variable ER33828B "R15 WTR OFUM UNEMP FEB 2003 05" ; +label variable ER33828C "R15 WTR OFUM UNEMP MAR 2003 05" ; +label variable ER33828D "R15 WTR OFUM UNEMP APR 2003 05" ; +label variable ER33828E "R15 WTR OFUM UNEMP MAY 2003 05" ; +label variable ER33828F "R15 WTR OFUM UNEMP JUN 2003 05" ; +label variable ER33828G "R15 WTR OFUM UNEMP JUL 2003 05" ; +label variable ER33828H "R15 WTR OFUM UNEMP AUG 2003 05" ; +label variable ER33828I "R15 WTR OFUM UNEMP SEP 2003 05" ; +label variable ER33828J "R15 WTR OFUM UNEMP OCT 2003 05" ; +label variable ER33828K "R15 WTR OFUM UNEMP NOV 2003 05" ; +label variable ER33828L "R15 WTR OFUM UNEMP DEC 2003 05" ; +label variable ER33829 "R26 WTR RECEIVED NON-VA PENSION IN 03 05" ; +label variable ER33830 "R30 WTR RECEIVED VA PENSION IN 2003 05" ; +label variable ER33831 "R34 WTR RECEIVED UNEMP COMP IN 2003 05" ; +label variable ER33832 "R38 WTR RECEIVED WORKERS COMP IN 2003 05" ; +label variable ER33833 "R42 WTR RECEIVED TANF/GA IN 2003 05" ; +label variable ER33833A "R43 STATE WHERE RECD PUB ASSTNCE 2003 05" ; +label variable ER33833B "R44 WTR RECD TANF IN 2003 05" ; +label variable ER33833C "R44 WTR RECD ADC IN 2003 05" ; +label variable ER33833D "R44 WTR RECD GEN ASSISTANCE IN 2003 05" ; +label variable ER33833E "R44 WTR RECD EMERG ASSISTANCE IN 2003 05" ; +label variable ER33833F "R44 WTR RECD CUBAN/HAITIAN REF 2003 05" ; +label variable ER33833G "R44 WTR RECD INDIAN ASSIST IN 2003 05" ; +label variable ER33833H "R44 WTR RECD OTHER ASSISTANCE IN 2003 05" ; +label variable ER33834 "R48 WTR RECEIVED SSI IN 2003 05" ; +label variable ER33835 "R52 WTR RECEIVED OTHER WELFARE IN 03 05" ; +label variable ER33836 "R56 WTR RECEIVED CHILD SUPPORT IN 03 05" ; +label variable ER33837 "R60 WTR RECD HELP FRM RELS/OTRS IN 03 05" ; +label variable ER33837A "G33 TYPE SOC SEC RCD 05" ; +label variable ER33837B "G34 AMT SOC SEC RCD 05" ; +label variable ER33837C "G34 ACC SOC SEC AMT 05" ; +label variable ER33837D "G76 NUMBER OF JOBS IN PY 05" ; +label variable ER33837E "G84A_G94B IMPUTED INTEREST 05" ; +label variable ER33837F "ACC G84A_G94B IMPUTED - INTEREST 05" ; +label variable ER33837G "G84B IMPUTED TANF 05" ; +label variable ER33837H "ACC G84B IMPUTED - TANF 05" ; +label variable ER33837I "G84C_G94C IMPUTED SSI 05" ; +label variable ER33837J "ACC G84C_G94C IMPUTED - SSI 05" ; +label variable ER33837K "G84D_G94D IMPUTED WELFARE 05" ; +label variable ER33837L "ACC G84D_G94D IMPUTED - WELFARE 05" ; +label variable ER33837M "G84F IMPUTED VETERANS BEN 05" ; +label variable ER33837N "ACC G84F IMPUTED - VETERANS BEN 05" ; +label variable ER33837O "G84G IMPUTED PENSION/ANN 05" ; +label variable ER33837P "ACC G84G IMPUTED - PENSION/ANN 05" ; +label variable ER33837Q "G84H IMPUTED UNEMP COMP 05" ; +label variable ER33837R "ACC G84H IMPUTED - UNEMP COMP 05" ; +label variable ER33837S "G84J IMPUTED WORKERS COMP 05" ; +label variable ER33837T "ACC G84J IMPUTED - WORKERS COMP 05" ; +label variable ER33837U "G84K IMPUTED CHILD SUPPORT 05" ; +label variable ER33837V "ACC G84K IMPUTED - CHILD SUPPORT 05" ; +label variable ER33837W "G84L IMPUTED HELP FROM RELS 05" ; +label variable ER33837X "ACC G84L IMPUTED - HELP FROM RELS 05" ; +label variable ER33837Y "G84M_G94F IMPUTED OTHER INCOME 05" ; +label variable ER33837Z "ACC G84M_G94F IMPUTED - OTHER INCOME 05" ; +label variable ER33838 "M13D WTR DECIDER FOR CHARITABLE GIVNG 05" ; +label variable ER33838A "OFUM BUSINESS LABOR INCOME - IMPUTED 05" ; +label variable ER33838B "OFUM BUSINESS ASSET INCOME - IMPUTED 05" ; +label variable ER33838C "OFUM TOTAL LABOR INCOME- IMPUTED 05" ; +label variable ER33838D "ACCURACY OFUM TOTAL LABOR INCOME 05" ; +label variable ER33838E "OFUM TOTAL ASSET INCOME - IMPUTED 05" ; +label variable ER33838F "OFUM TOTAL TAXABLE INCOME - IMPUTED 05" ; +label variable ER33838G "OFUM TOTAL TRANSFER INCOME -IMPUTED 05" ; +label variable ER33839 "MONTH S/O FAM FORMED 05" ; +label variable ER33840 "YEAR S/O FAM FORMED 05" ; +label variable ER33841 "MAIN FAM ID FOR S/O 05" ; +label variable ER33842 "FOLLOW STATUS 05" ; +label variable ER33843 "WHY FOLLOWABLE 05" ; +label variable ER33844 "WTR ELGBLE FOR CDS TRANSITN TO ADULT 05" ; +label variable ER33845 "RESULT OF CDS TRANS-ADULT IW ATTEMPT 05" ; +label variable ER33846 "TYPE OF IND RECORD 05" ; +label variable ER33847 "WHY NONRESPONSE 05" ; +label variable ER33848 "CORE/IMM INDIVIDUAL LONGITUDINAL WT 05" ; +label variable ER33849 "CORE/IMM INDIVIDUAL CROSS-SECTION WT 05" ; +label variable ER33901 "2007 INTERVIEW NUMBER" ; +label variable ER33902 "SEQUENCE NUMBER 07" ; +label variable ER33903 "RELATION TO HEAD 07" ; +label variable ER33904 "AGE OF INDIVIDUAL 07" ; +label variable ER33905 "MONTH INDIVIDUAL BORN 07" ; +label variable ER33906 "YEAR INDIVIDUAL BORN 07" ; +label variable ER33907 "MARITAL PAIRS INDICATOR 07" ; +label variable ER33908 "WHETHER MOVED IN/OUT 07" ; +label variable ER33909 "MONTH MOVED IN/OUT 07" ; +label variable ER33910 "YEAR MOVED IN/OUT 07" ; +label variable ER33911 "RESPONDENT? 07" ; +label variable ER33912 "WTR COVERED BY TANF PAYMENTS IN 2006 07" ; +label variable ER33913 "EMPLOYMENT STATUS 07" ; +label variable ER33914 "MONTH LAST IN SCHOOL 07" ; +label variable ER33915 "YEAR LAST IN SCHOOL 07" ; +label variable ER33916 "WHETHER STUDENT 07" ; +label variable ER33917 "YEARS COMPLETED EDUCATION 07" ; +label variable ER33918 "HEALTH GOOD? 07" ; +label variable ER33919 "H61 TYPE HEALTH INSURANCE MENTION 1 07" ; +label variable ER33920 "H61 TYPE HEALTH INSURANCE MENTION 2 07" ; +label variable ER33921 "H61 TYPE HEALTH INSURANCE MENTION 3 07" ; +label variable ER33922 "H61 TYPE HEALTH INSURANCE MENTION 4 07" ; +label variable ER33923 "H61A WTR STATE INSURNCE PLAN FOR KIDS 07" ; +label variable ER33924 "H61B MOS COVERED BY INSURANCE IN 05 07" ; +label variable ER33925 "H61C MOS COVERED BY INSURANCE IN 06 07" ; +label variable ER33925A "G33 TYPE SOC SEC RCD 07" ; +label variable ER33925B "G34 AMT SOC SEC RCD 07" ; +label variable ER33925C "G34 ACC SOC SEC AMT 07" ; +label variable ER33925D "G76 NUMBER OF JOBS IN PY 07" ; +label variable ER33925E "G84A_G94B IMPUTED INTEREST 07" ; +label variable ER33925F "ACC G84A_G94B IMPUTED - INTEREST 07" ; +label variable ER33925G "G84B IMPUTED TANF 07" ; +label variable ER33925H "ACC G84B IMPUTED - TANF 07" ; +label variable ER33925I "G84C_G94C IMPUTED SSI 07" ; +label variable ER33925J "ACC G84C_G94C IMPUTED - SSI 07" ; +label variable ER33925K "G84D_G94D IMPUTED WELFARE 07" ; +label variable ER33925L "ACC G84D_G94D IMPUTED - WELFARE 07" ; +label variable ER33925M "G84F IMPUTED VETERANS BEN 07" ; +label variable ER33925N "ACC G84F IMPUTED - VETERANS BEN 07" ; +label variable ER33925O "G84G IMPUTED PENSION/ANN 07" ; +label variable ER33925P "ACC G84G IMPUTED - PENSION/ANN 07" ; +label variable ER33925Q "G84H IMPUTED UNEMP COMP 07" ; +label variable ER33925R "ACC G84H IMPUTED - UNEMP COMP 07" ; +label variable ER33925S "G84J IMPUTED WORKERS COMP 07" ; +label variable ER33925T "ACC G84J IMPUTED - WORKERS COMP 07" ; +label variable ER33925U "G84K IMPUTED CHILD SUPPORT 07" ; +label variable ER33925V "ACC G84K IMPUTED - CHILD SUPPORT 07" ; +label variable ER33925W "G84L IMPUTED HELP FROM RELS 07" ; +label variable ER33925X "ACC G84L IMPUTED - HELP FROM RELS 07" ; +label variable ER33925Y "G84M_G94F IMPUTED OTHER INCOME 07" ; +label variable ER33925Z "ACC G84M_G94F IMPUTED - OTHER INCOME 07" ; +label variable ER33926 "WHETHER MEDICARE NUMBER GIVEN 07" ; +label variable ER33926A "R2/R11 EARNINGS AMT REPORTED IN 2005 07" ; +label variable ER33926B "R2/R11 EARNINGS PER UNIT IN 2005 07" ; +label variable ER33926C "R2/R11 EARNINGS IN 2005 ACCURACY 07" ; +label variable ER33926D "R3/R13 WTR EARNINGS JAN 2005 07" ; +label variable ER33926E "R3/R13 WTR EARNINGS FEB 2005 07" ; +label variable ER33926F "R3/R13 WTR EARNINGS MAR 2005 07" ; +label variable ER33926G "R3/R13 WTR EARNINGS APR 2005 07" ; +label variable ER33926H "R3/R13 WTR EARNINGS MAY 2005 07" ; +label variable ER33926I "R3/R13 WTR EARNINGS JUN 2005 07" ; +label variable ER33926J "R3/R13 WTR EARNINGS JUL 2005 07" ; +label variable ER33926K "R3/R13 WTR EARNINGS AUG 2005 07" ; +label variable ER33926L "R3/R13 WTR EARNINGS SEP 2005 07" ; +label variable ER33926M "R3/R13 WTR EARNINGS OCT 2005 07" ; +label variable ER33926N "R3/R13 WTR EARNINGS NOV 2005 07" ; +label variable ER33926O "R3/R13 WTR EARNINGS DEC 2005 07" ; +label variable ER33927 "R17 WTR RECEIVED ASSET INCOME IN 05 07" ; +label variable ER33927A "R12 OFUM WKS WORKED 2005 07" ; +label variable ER33927B "R12 OFUM WKS WORKED ACC 2005 07" ; +label variable ER33927C "R14 OFUM HRS PER WK WORKED 2005 07" ; +label variable ER33927D "R14 OFUM HRS PER WK WORKED ACC 2005 07" ; +label variable ER33927E "R15 WTR UNEMPLOYED JAN 2005 07" ; +label variable ER33927F "R15 WTR UNEMPLOYED FEB 2005 07" ; +label variable ER33927G "R15 WTR UNEMPLOYED MAR 2005 07" ; +label variable ER33927H "R15 WTR UNEMPLOYED APR 2005 07" ; +label variable ER33927I "R15 WTR UNEMPLOYED MAY 2005 07" ; +label variable ER33927J "R15 WTR UNEMPLOYED JUN 2005 07" ; +label variable ER33927K "R15 WTR UNEMPLOYED JUL 2005 07" ; +label variable ER33927L "R15 WTR UNEMPLOYED AUG 2005 07" ; +label variable ER33927M "R15 WTR UNEMPLOYED SEP 2005 07" ; +label variable ER33927N "R15 WTR UNEMPLOYED OCT 2005 07" ; +label variable ER33927O "R15 WTR UNEMPLOYED NOV 2005 07" ; +label variable ER33927P "R15 WTR UNEMPLOYED DEC 2005 07" ; +label variable ER33928 "R21 WTR RECEIVED SOCL SECURITY IN 05 07" ; +label variable ER33929 "R26 WTR RECEIVED NON-VA PENSION IN 05 07" ; +label variable ER33930 "R30 WTR RECEIVED VA PENSION IN 2005 07" ; +label variable ER33931 "R34 WTR RECEIVED UNEMP COMP IN 2005 07" ; +label variable ER33932 "R38 WTR RECEIVED WORKERS COMP IN 2005 07" ; +label variable ER33933 "R42 WTR RECEIVED TANF/GA IN 2005 07" ; +label variable ER33933A "R43 STATE WHERE RECD PUB ASSTNCE 2005 07" ; +label variable ER33933B "R44 WTR RECD TANF IN 2005 07" ; +label variable ER33933C "R44 WTR RECD ADC IN 2005 07" ; +label variable ER33933D "R44 WTR RECD GEN ASSISTANCE IN 2005 07" ; +label variable ER33933E "R44 WTR RECD EMERG ASSISTANCE IN 2005 07" ; +label variable ER33933F "R44 WTR RECD CUBAN/HAITIAN REF 2005 07" ; +label variable ER33933G "R44 WTR RECD INDIAN ASSIST IN 2005 07" ; +label variable ER33933H "R44 WTR RECD OTHER ASSISTANCE IN 2005 07" ; +label variable ER33934 "R48 WTR RECEIVED SSI IN 2005 07" ; +label variable ER33935 "R52 WTR RECEIVED OTHER WELFARE IN 05 07" ; +label variable ER33936 "R56 WTR RECEIVED CHILD SUPPORT IN 05 07" ; +label variable ER33937 "R60 WTR RECD HELP FRM RELS/OTRS IN 05 07" ; +label variable ER33938 "R64 WTR RECD AMT ANYTHING ELSE IN 05 07" ; +label variable ER33938A "OFUM BUSINESS LABOR INCOME - IMPUTED 07" ; +label variable ER33938B "OFUM BUSINESS ASSET INCOME - IMPUTED 07" ; +label variable ER33938C "OFUM TOTAL LABOR INCOME- IMPUTED 07" ; +label variable ER33938D "ACCURACY OFUM TOTAL LABOR INCOME 07" ; +label variable ER33938E "OFUM TOTAL ASSET INCOME - IMPUTED 07" ; +label variable ER33938F "OFUM TOTAL TAXABLE INCOME - IMPUTED 07" ; +label variable ER33938G "OFUM TOTAL TRANSFER INCOME -IMPUTED 07" ; +label variable ER33939 "MONTH S/O FAM FORMED 07" ; +label variable ER33940 "YEAR S/O FAM FORMED 07" ; +label variable ER33941 "MAIN FAM ID FOR S/O 07" ; +label variable ER33942 "FOLLOW STATUS 07" ; +label variable ER33943 "WHY FOLLOWABLE 07" ; +label variable ER33944 "WTR ELGBLE FOR CDS/TA 07" ; +label variable ER33945 "RESULT OF CDS/TA IW ATTEMPT 07" ; +label variable ER33946 "WTR INCLUDED IN ATTRITOR PROJECT 07" ; +label variable ER33947 "ATTRITOR PROJECT SOURCE 07" ; +label variable ER33948 "TYPE OF IND RECORD 07" ; +label variable ER33949 "WHY NONRESPONSE 07" ; +label variable ER33950 "CORE/IMM INDIVIDUAL LONGITUDINAL WT 07" ; +label variable ER33951 "CORE/IMM INDIVIDUAL CROSS-SECTION WT 07" ; +label variable ER34001 "2009 INTERVIEW NUMBER" ; +label variable ER34002 "SEQUENCE NUMBER 09" ; +label variable ER34003 "RELATION TO HEAD 09" ; +label variable ER34004 "AGE OF INDIVIDUAL 09" ; +label variable ER34005 "MONTH INDIVIDUAL BORN 09" ; +label variable ER34006 "YEAR INDIVIDUAL BORN 09" ; +label variable ER34007 "MARITAL PAIRS INDICATOR 09" ; +label variable ER34008 "WHETHER MOVED IN/OUT 09" ; +label variable ER34009 "MONTH MOVED IN/OUT 09" ; +label variable ER34010 "YEAR MOVED IN/OUT 09" ; +label variable ER34011 "RESPONDENT? 09" ; +label variable ER34012 "SN 1ST PERSON WHO HELPED WITH IW 09" ; +label variable ER34013 "SN 2ND PERSON WHO HELPED WITH IW 09" ; +label variable ER34014 "SN 3RD PERSON WHO HELPED WITH IW 09" ; +label variable ER34015 "WTR COVERED BY TANF PAYMENTS IN 2008 09" ; +label variable ER34016 "EMPLOYMENT STATUS 09" ; +label variable ER34017 "MONTH LAST IN SCHOOL 09" ; +label variable ER34018 "YEAR LAST IN SCHOOL 09" ; +label variable ER34019 "WHETHER STUDENT 09" ; +label variable ER34020 "YEARS COMPLETED EDUCATION 09" ; +label variable ER34021 "HEALTH GOOD? 09" ; +label variable ER34022 "H61 TYPE HEALTH INSURANCE MENTION 1 09" ; +label variable ER34023 "H61 TYPE HEALTH INSURANCE MENTION 2 09" ; +label variable ER34024 "H61 TYPE HEALTH INSURANCE MENTION 3 09" ; +label variable ER34025 "H61 TYPE HEALTH INSURANCE MENTION 4 09" ; +label variable ER34026 "H61A WTR STATE INSURNCE PLAN FOR KIDS 09" ; +label variable ER34027 "H61B MOS COVERED BY INSURANCE IN 07 09" ; +label variable ER34028 "H61C MOS COVERED BY INSURANCE IN 08 09" ; +label variable ER34029 "WHETHER MEDICARE NUMBER GIVEN 09" ; +label variable ER34029A "G76 NUMBER OF JOBS IN PY 09" ; +label variable ER34029B "G84A_G94B IMPUTED INTEREST 09" ; +label variable ER34029C "ACC G84A_G94B IMPUTED -INTEREST 09" ; +label variable ER34029D "G84B IMPUTED TANF 09" ; +label variable ER34029E "ACC G84B IMPUTED - TANF 09" ; +label variable ER34029F "G84C_G94C IMPUTED SSI 09" ; +label variable ER34029G "ACC G84C_G94C IMPUTED - SSI 09" ; +label variable ER34029H "G84D_G94D IMPUTED WELFARE 09" ; +label variable ER34029I "ACC G84D_G94D IMPUTED -WELFARE 09" ; +label variable ER34029J "G84F IMPUTED VETERANS BEN 09" ; +label variable ER34029K "ACC G84F IMPUTED - VETERANS BEN 09" ; +label variable ER34029L "G84G IMPUTED PENSION/ANN 09" ; +label variable ER34029M "ACC G84G IMPUTED - PENSION/ANN 09" ; +label variable ER34029N "G84H IMPUTED UNEMP COMP 09" ; +label variable ER34029O "ACC G84H IMPUTED - UNEMP COMP 09" ; +label variable ER34029P "G84J IMPUTED WORKERS COMP 09" ; +label variable ER34029Q "ACC G84J IMPUTED - WORKERS COMP 09" ; +label variable ER34029R "G84K IMPUTED CHILD SUPPORT 09" ; +label variable ER34029S "ACC G84K IMPUTED - CHILD SUPPORT 09" ; +label variable ER34029T "G84L IMPUTED HELP FROM RELS 09" ; +label variable ER34029U "ACC G84L IMPUTED - HELP FROM RELS 09" ; +label variable ER34029V "G84M_G94F IMPUTED OTHER INCOME 09" ; +label variable ER34029W "ACC G84M_G94F IMPUTED - OTHER INCOME 09" ; +label variable ER34029X "OFUM BUSINESS LABOR INCOME - IMPUTED 09" ; +label variable ER34029Y "OFUM BUSINESS ASSET INCOME - IMPUTED 09" ; +label variable ER34030 "G33 TYPE SOC SEC RCD 09" ; +label variable ER34031 "G34 AMT SOC SEC RCD 09" ; +label variable ER34032 "G34 ACC SOC SEC AMT 09" ; +label variable ER34032A "OFUM TOTAL LABOR INCOME- IMPUTED 09" ; +label variable ER34032B "ACCURACY OFUM TOTAL LABOR INCOME 09" ; +label variable ER34032C "OFUM TOTAL ASSET INCOME - IMPUTED 09" ; +label variable ER34032D "OFUM TOTAL TAXABLE INCOME - IMPUTED 09" ; +label variable ER34032E "OFUM TOTAL TRANSFER INCOME -IMPUTED 09" ; +label variable ER34033 "MONTH S/O FAM FORMED 09" ; +label variable ER34034 "YEAR S/O FAM FORMED 09" ; +label variable ER34035 "MAIN FAM ID FOR S/O 09" ; +label variable ER34036 "FOLLOW STATUS 09" ; +label variable ER34037 "WHY FOLLOWABLE 09" ; +label variable ER34038 "WTR ELIGIBLE FOR TA 09" ; +label variable ER34039 "RESULT OF TA IW ATTEMPT 09" ; +label variable ER34040 "WTR ELIGIBLE FOR DUST 09" ; +label variable ER34041 "WHETHER SELECTED FOR DUST 09" ; +label variable ER34042 "RESULT OF DUST IW ATTEMPT 09" ; +label variable ER34043 "TYPE OF IND RECORD 09" ; +label variable ER34044 "WHY NONRESPONSE 09" ; +label variable ER34045 "CORE/IMM INDIVIDUAL LONGITUDINAL WT 09" ; +label variable ER34046 "CORE/IMM INDIVIDUAL CROSS-SECTION WT 09" ; +label variable ER34101 "2011 INTERVIEW NUMBER" ; +label variable ER34102 "SEQUENCE NUMBER 11" ; +label variable ER34103 "RELATION TO HEAD 11" ; +label variable ER34104 "AGE OF INDIVIDUAL 11" ; +label variable ER34105 "MONTH INDIVIDUAL BORN 11" ; +label variable ER34106 "YEAR INDIVIDUAL BORN 11" ; +label variable ER34107 "MARITAL PAIRS INDICATOR 11" ; +label variable ER34108 "WHETHER MOVED IN/OUT 11" ; +label variable ER34109 "MONTH MOVED IN/OUT 11" ; +label variable ER34110 "YEAR MOVED IN/OUT 11" ; +label variable ER34111 "RESPONDENT? 11" ; +label variable ER34112 "SN 1ST PERSON WHO HELPED WITH IW 11" ; +label variable ER34113 "SN 2ND PERSON WHO HELPED WITH IW 11" ; +label variable ER34114 "SN 3RD PERSON WHO HELPED WITH IW 11" ; +label variable ER34115 "WTR COVERED BY TANF PAYMENTS IN 2010 11" ; +label variable ER34116 "EMPLOYMENT STATUS 11" ; +label variable ER34117 "MONTH LAST IN SCHOOL 11" ; +label variable ER34118 "YEAR LAST IN SCHOOL 11" ; +label variable ER34119 "YEARS COMPLETED EDUCATION 11" ; +label variable ER34120 "HEALTH GOOD? 11" ; +label variable ER34121 "H61 TYPE HEALTH INSURANCE MENTION 1 11" ; +label variable ER34122 "H61 TYPE HEALTH INSURANCE MENTION 2 11" ; +label variable ER34123 "H61 TYPE HEALTH INSURANCE MENTION 3 11" ; +label variable ER34124 "H61 TYPE HEALTH INSURANCE MENTION 4 11" ; +label variable ER34125 "H61A WTR STATE INSURNCE PLAN FOR KIDS 11" ; +label variable ER34126 "H61B MOS COVERED BY INSURANCE IN 09 11" ; +label variable ER34127 "H61C MOS COVERED BY INSURANCE IN 10 11" ; +label variable ER34128 "H61D WTR COVERED BY INSURANCE NOW 11" ; +label variable ER34129 "H61E TYPE CURRENT HEALTH INS MEN 1 11" ; +label variable ER34130 "H61E TYPE CURRENT HEALTH INS MEN 2 11" ; +label variable ER34131 "H61E TYPE CURRENT HEALTH INS MEN 3 11" ; +label variable ER34132 "H61F SN 1ST PERSON EMP PROVIDES INS 11" ; +label variable ER34133 "H61F SN 2ND PERSON EMP PROVIDES INS 11" ; +label variable ER34134 "H61G SN 1ST PERSON POLICY HOLDER 11" ; +label variable ER34135 "H61G SN 2ND PERSON POLICY HOLDER 11" ; +label variable ER34136 "WHETHER MEDICARE NUMBER GIVEN 11" ; +label variable ER34136A "G76 NUMBER OF JOBS IN PY 11" ; +label variable ER34136B "G84A_G94B IMPUTED INTEREST 11" ; +label variable ER34136C "ACC G84A_G94B IMPUTED -INTEREST 11" ; +label variable ER34136D "G84B IMPUTED-TANF 11" ; +label variable ER34136E "ACC G84B IMPUTED - TANF 11" ; +label variable ER34136F "G84C_G94C IMPUTED SSI 11" ; +label variable ER34136G "ACC G84C_G94C IMPUTED -SSI 11" ; +label variable ER34136H "G84D_G94D IMPUTED WELFARE 11" ; +label variable ER34136I "ACC G84D_G94D IMPUTED - WELFARE 11" ; +label variable ER34136J "G84F IMPUTED VETERANS BEN 11" ; +label variable ER34136K "ACC G84F IMPUTED - VETERANS BEN 11" ; +label variable ER34136L "G84G IMPUTED PENSION/ANN 11" ; +label variable ER34136M "ACC G84G IMPUTED - PENSION/ANN 11" ; +label variable ER34136N "G84H IMPUTED UNEMP COMP 11" ; +label variable ER34136O "ACC G84H IMPUTED - UNEMP COMP 11" ; +label variable ER34136P "G84J IMPUTED WORKERS COMP 11" ; +label variable ER34136Q "ACC G84J IMPUTED - WORKERS COMP 11" ; +label variable ER34136R "G84K IMPUTED CHILD SUPPORT 11" ; +label variable ER34136S "ACC G84K IMPUTED - CHILD SUPPORT 11" ; +label variable ER34136T "G84L IMPUTED HELP FROM RELS 11" ; +label variable ER34136U "ACC G84L IMPUTED - HELP FROM RELS 11" ; +label variable ER34136V "G84M_G94F IMPUTED OTHER INCOME 11" ; +label variable ER34136W "ACC G84M_G94F IMPUTED - OTHER INCOME 11" ; +label variable ER34136X "OFUM BUSINESS LABOR INCOME - IMPUTED 11" ; +label variable ER34136Y "OFUM BUSINESS ASSET INCOME - IMPUTED 11" ; +label variable ER34137 "G33A WTR SOC SEC TYPE DISABILITY 11" ; +label variable ER34138 "G33A WTR SOC SEC TYPE RETIREMENT 11" ; +label variable ER34139 "G33A WTR SOC SEC TYPE SURVIVOR 11" ; +label variable ER34140 "G33A WTR SOC SEC TYPE DEP OF DISABLED 11" ; +label variable ER34141 "G33A WTR SOC SEC TYPE DEP OF RETIRED 11" ; +label variable ER34142 "G33A WTR SOC SEC TYPE OTHER 11" ; +label variable ER34143 "G34 AMT SOC SEC RCD 11" ; +label variable ER34144 "G34 ACC SOC SEC AMT 11" ; +label variable ER34144A "OFUM TOTAL LABOR INCOME- IMPUTED 11" ; +label variable ER34144B "ACCURACY OFUM TOTAL LABOR INCOME 11" ; +label variable ER34144C "OFUM TOTAL ASSET INCOME - IMPUTED 11" ; +label variable ER34144D "OFUM TOTAL TAXABLE INCOME - IMPUTED 11" ; +label variable ER34144E "OFUM TOTAL TRANSFER INCOME -IMPUTED 11" ; +label variable ER34145 "MONTH S/O FAM FORMED 11" ; +label variable ER34146 "YEAR S/O FAM FORMED 11" ; +label variable ER34147 "MAIN FAM ID FOR S/O 11" ; +label variable ER34148 "FOLLOW STATUS 11" ; +label variable ER34149 "WHY FOLLOWABLE 11" ; +label variable ER34150 "WTR ELGBLE FOR CDS/TA 11" ; +label variable ER34151 "RESULT OF CDS/TA IW ATTEMPT 11" ; +label variable ER34152 "TYPE OF IND RECORD 11" ; +label variable ER34153 "WHY NONRESPONSE 11" ; +label variable ER34154 "CORE/IMM INDIVIDUAL LONGITUDINAL WT 11" ; +label variable ER34155 "CORE/IMM INDIVIDUAL CROSS-SECTION WT 11" ; +label variable ER34201 "2013 INTERVIEW NUMBER" ; +label variable ER34202 "SEQUENCE NUMBER 13" ; +label variable ER34203 "RELATION TO HEAD 13" ; +label variable ER34204 "AGE OF INDIVIDUAL 13" ; +label variable ER34205 "MONTH INDIVIDUAL BORN 13" ; +label variable ER34206 "YEAR INDIVIDUAL BORN 13" ; +label variable ER34207 "MARITAL PAIRS INDICATOR 13" ; +label variable ER34208 "WHETHER MOVED IN/OUT 13" ; +label variable ER34209 "MONTH MOVED IN/OUT 13" ; +label variable ER34210 "YEAR MOVED IN/OUT 13" ; +label variable ER34211 "RESPONDENT? 13" ; +label variable ER34212 "SN 1ST PERSON WHO HELPED WITH IW 13" ; +label variable ER34213 "SN 2ND PERSON WHO HELPED WITH IW 13" ; +label variable ER34214 "SN 3RD PERSON WHO HELPED WITH IW 13" ; +label variable ER34215 "WTR COVERED BY TANF PAYMENTS IN 2012 13" ; +label variable ER34216 "EMPLOYMENT STATUS 13" ; +label variable ER34217 "MONTH LAST IN SCHOOL 13" ; +label variable ER34218 "YEAR LAST IN SCHOOL 13" ; +label variable ER34219 "HIGHEST GRADE OF SCHOOL COMPLETED 13" ; +label variable ER34220 "WTR REC HS DIPLOMA/GED/NEITHER 13" ; +label variable ER34221 "TYPE OF HIGHEST DEGREE 13" ; +label variable ER34222 "MONTH GRADUATED BACHELOR DEGREE 13" ; +label variable ER34223 "YEAR GRADUATED BACHELOR DEGREE 13" ; +label variable ER34224 "BACHELOR DEGREE MAJOR 13" ; +label variable ER34225 "MONTH GRADUATED HIGHEST DEGREE 13" ; +label variable ER34226 "YEAR GRADUATED HIGHEST DEGREE 13" ; +label variable ER34227 "HIGHEST DEGREE MAJOR 13" ; +label variable ER34228 "WTR CURRENTLY ENROLLED IN SCHOOL 13" ; +label variable ER34229 "GRADE CURRENTLY ENROLLED 13" ; +label variable ER34230 "YEARS COMPLETED EDUCATION 13" ; +label variable ER34231 "HEALTH GOOD? 13" ; +label variable ER34232 "H61E2 WTR STATE INSURNCE PLN FOR KIDS 13" ; +label variable ER34233 "H61M MONTHS UNINSURED IN 11 13" ; +label variable ER34234 "H61N MONTHS UNINSURED IN 12 13" ; +label variable ER34235 "H61D3 WTR COVERED BY INSURANCE NOW 13" ; +label variable ER34236 "H61E TYPE CURRENT HEALTH INS MEN 1 13" ; +label variable ER34237 "H61E TYPE CURRENT HEALTH INS MEN 2 13" ; +label variable ER34238 "H61E TYPE CURRENT HEALTH INS MEN 3 13" ; +label variable ER34239 "H61F SN 1ST PERSON EMP PROVIDES INS 13" ; +label variable ER34240 "H61F SN 2ND PERSON EMP PROVIDES INS 13" ; +label variable ER34241 "H61G SN 1ST PERSON POLICY HOLDER 13" ; +label variable ER34242 "H61G SN 2ND PERSON POLICY HOLDER 13" ; +label variable ER34243 "WHETHER MEDICARE NUMBER GIVEN 13" ; +label variable ER34243A "G76 NUMBER OF JOBS IN PY 13" ; +label variable ER34243B "G84A_G94B IMPUTED INTEREST 13" ; +label variable ER34243C "ACC G84A_G94B IMPUTED - INTEREST 13" ; +label variable ER34243D "G84B IMPUTED TANF 13" ; +label variable ER34243E "ACC G84B IMPUTED -TANF 13" ; +label variable ER34243F "G84C_G94C IMPUTED SSI 13" ; +label variable ER34243G "ACC G84C_G94C IMPUTED - SSI 13" ; +label variable ER34243H "G84D_G94D IMPUTED WELFARE 13" ; +label variable ER34243I "ACC G84D_G94D IMPUTED - WELFARE 13" ; +label variable ER34243J "G84F IMPUTED VETERANS BEN 13" ; +label variable ER34243K "ACC G84F IMPUTED - VETERANS BEN 13" ; +label variable ER34243L "G84G IMPUTED PENSION/ANN 13" ; +label variable ER34243M "ACC G84G IMPUTED - PENSION/ANN 13" ; +label variable ER34243N "G84H IMPUTED UNEMP COMP 13" ; +label variable ER34243O "ACC G84H IMPUTED - UNEMP COMP 13" ; +label variable ER34243P "G84J IMPUTED WORKERS COMP 13" ; +label variable ER34243Q "ACC G84J IMPUTED - WORKERS COMP 13" ; +label variable ER34243R "G84K IMPUTED CHILD SUPPORT 13" ; +label variable ER34243S "ACC G84K IMPUTED - CHILD SUPPORT 13" ; +label variable ER34243T "G84L IMPUTED HELP FROM RELS 13" ; +label variable ER34243U "ACC G84L IMPUTED - HELP FROM RELS 13" ; +label variable ER34243V "G84M_G94F IMPUTED OTHER INCOME 13" ; +label variable ER34243W "ACC G84M_G94F IMPUTED - OTHER INCOME 13" ; +label variable ER34243X "OFUM BUSINESS LABOR INCOME - IMPUTED 13" ; +label variable ER34243Y "OFUM BUSINESS ASSET INCOME - IMPUTED 13" ; +label variable ER34244 "G33A WTR SOC SEC TYPE DISABILITY 13" ; +label variable ER34245 "G33A WTR SOC SEC TYPE RETIREMENT 13" ; +label variable ER34246 "G33A WTR SOC SEC TYPE SURVIVOR 13" ; +label variable ER34247 "G33A WTR SOC SEC TYPE DEP OF DISABLED 13" ; +label variable ER34248 "G33A WTR SOC SEC TYPE DEP OF RETIRED 13" ; +label variable ER34249 "G33A WTR SOC SEC TYPE OTHER 13" ; +label variable ER34250 "G34 AMT SOC SEC RCD 13" ; +label variable ER34251 "G34 ACC SOC SEC AMT 13" ; +label variable ER34251A "OFUM TOTAL LABOR INCOME- IMPUTED 13" ; +label variable ER34251B "ACCURACY OFUM TOTAL LABOR INCOME 13" ; +label variable ER34251C "OFUM TOTAL ASSET INCOME - IMPUTED 13" ; +label variable ER34251D "OFUM TOTAL TAXABLE INCOME - IMPUTED 13" ; +label variable ER34251E "OFUM TOTAL TRANSFER INCOME -IMPUTED 13" ; +label variable ER34252 "MONTH S/O FAM FORMED 13" ; +label variable ER34253 "YEAR S/O FAM FORMED 13" ; +label variable ER34254 "MAIN FAM ID FOR S/O 13" ; +label variable ER34255 "FOLLOW STATUS 13" ; +label variable ER34256 "WHY FOLLOWABLE 13" ; +label variable ER34257 "WTR ELIGIBLE FOR TA 13" ; +label variable ER34258 "RESULT OF TA IW ATTEMPT 13" ; +label variable ER34259 "WTR ELIGIBLE FOR CDS 2014 13" ; +label variable ER34260 "SELECTION STATUS FOR CDS 2014 13" ; +label variable ER34261 "RESULT OF CDS 2014 IW ATTEMPT 13" ; +label variable ER34261A "WTR CDS 2014 IW CODED COMPLETE 13" ; +label variable ER34262 "WTR ELIGIBLE FOR DUST 2013 13" ; +label variable ER34263 "RESULT OF DUST 2013 IW ATTEMPT 13" ; +label variable ER34264 "WTR ELIG FOR CRCS 2014 13" ; +label variable ER34265 "RESULT OF CRCS IW ATTEMPT 14 13" ; +label variable ER34266 "TYPE OF IND RECORD 13" ; +label variable ER34267 "WHY NONRESPONSE 13" ; +label variable ER34268 "CORE/IMM INDIVIDUAL LONGITUDINAL WT 13" ; +label variable ER34269 "CORE/IMM INDIVIDUAL CROSS-SECTION WT 13" ; +label variable ER34301 "2015 INTERVIEW NUMBER" ; +label variable ER34302 "SEQUENCE NUMBER 15" ; +label variable ER34303 "RELATION TO HEAD 15" ; +label variable ER34304 "WTR SAME SEX PARTNER OF HD 15" ; +label variable ER34305 "AGE OF INDIVIDUAL 15" ; +label variable ER34306 "MONTH INDIVIDUAL BORN 15" ; +label variable ER34307 "YEAR INDIVIDUAL BORN 15" ; +label variable ER34308 "MARITAL PAIRS INDICATOR 15" ; +label variable ER34309 "WHETHER MOVED IN/OUT 15" ; +label variable ER34310 "MONTH MOVED IN/OUT 15" ; +label variable ER34311 "YEAR MOVED IN/OUT 15" ; +label variable ER34312 "RESPONDENT? 15" ; +label variable ER34313 "SN 1ST PERSON WHO HELPED WITH IW 15" ; +label variable ER34314 "SN 2ND PERSON WHO HELPED WITH IW 15" ; +label variable ER34315 "SN 3RD PERSON WHO HELPED WITH IW 15" ; +label variable ER34316 "WTR COVERED BY TANF PAYMENTS IN 2014 15" ; +label variable ER34317 "EMPLOYMENT STATUS 15" ; +label variable ER34318 "YEAR HIGHEST EDUCATION UPDATED 15" ; +label variable ER34319 "WHETHER EDUCATED IN US 15" ; +label variable ER34320 "WTR REC HS DIPLOMA/GED/NEITHER 15" ; +label variable ER34321 "MONTH GRADUATED HIGH SCHOOL 15" ; +label variable ER34322 "YEAR GRADUATED HIGH SCHOOL 15" ; +label variable ER34323 "GRADE LEVEL IF GED 15" ; +label variable ER34324 "MONTH LAST IN SCHOOL IF GED 15" ; +label variable ER34325 "YEAR LAST IN SCHOOL IF GED 15" ; +label variable ER34326 "MONTH RECEIVED GED 15" ; +label variable ER34327 "YEAR RECEIVED GED 15" ; +label variable ER34328 "GRADE OF SCHOOL FINISHED IF NEITHER 15" ; +label variable ER34329 "MONTH LAST IN SCHOOL IF NEITHER 15" ; +label variable ER34330 "YEAR LAST IN SCHOOL IF NEITHER 15" ; +label variable ER34331 "WTR ATTENDED COLLEGE 15" ; +label variable ER34332 "MONTH LAST ATTENDED COLLEGE 15" ; +label variable ER34333 "YEAR LAST ATTENDED COLLEGE 15" ; +label variable ER34334 "HIGHEST YEAR COLLEGE COMPLETED 15" ; +label variable ER34335 "WTR RECEIVED COLLEGE DEGREE 15" ; +label variable ER34336 "TYPE OF HIGHEST DEGREE 15" ; +label variable ER34337 "BACHELOR DEGREE MAJOR MEN1 15" ; +label variable ER34338 "BACHELOR DEGREE MAJOR MEN2 15" ; +label variable ER34339 "MONTH GRADUATED BACHELOR DEGREE 15" ; +label variable ER34340 "YEAR GRADUATED BACHELOR DEGREE 15" ; +label variable ER34341 "HIGHEST DEGREE MAJOR MEN1 15" ; +label variable ER34342 "HIGHEST DEGREE MAJOR MEN2 15" ; +label variable ER34343 "MONTH GRADUATED HIGHEST DEGREE 15" ; +label variable ER34344 "YEAR GRADUATED HIGHEST DEGREE 15" ; +label variable ER34345 "YEARS OF FOREIGN EDUCATION 15" ; +label variable ER34346 "FOREIGN DEGREE 15" ; +label variable ER34347 "WTR CURRENTLY ENROLLED IN SCHOOL 15" ; +label variable ER34348 "GRADE CURRENTLY ENROLLED 15" ; +label variable ER34349 "YEARS COMPLETED EDUCATION 15" ; +label variable ER34350 "UP: WTR ATTENDED SCHOOL SINCE LAST IW 15" ; +label variable ER34351 "UP: WHETHER EDUCATED IN US 15" ; +label variable ER34352 "UP: WTR REC HS DIPLOMA/GED/NEITHER 15" ; +label variable ER34353 "UP: MONTH GRADUATED HIGH SCHOOL 15" ; +label variable ER34354 "UP: YEAR GRADUATED HIGH SCHOOL 15" ; +label variable ER34355 "UP: GRADE LEVEL IF GED 15" ; +label variable ER34356 "UP: MONTH LAST IN SCHOOL IF GED 15" ; +label variable ER34357 "UP: YEAR LAST IN SCHOOL IF GED 15" ; +label variable ER34358 "UP: MONTH RECEIVED GED 15" ; +label variable ER34359 "UP: YEAR RECEIVED GED 15" ; +label variable ER34360 "UP: GRADE SCHOOL FINISHED IF NEITHER 15" ; +label variable ER34361 "UP: MONTH LAST IN SCHOOL IF NEITHER 15" ; +label variable ER34362 "UP: YEAR LAST IN SCHOOL IF NEITHER 15" ; +label variable ER34363 "UP: WTR ATTENDED COLLEGE 15" ; +label variable ER34364 "UP: MONTH LAST ATTENDED COLLEGE 15" ; +label variable ER34365 "UP: YEAR LAST ATTENDED COLLEGE 15" ; +label variable ER34366 "UP: HIGHEST YEAR COLLEGE COMPLETED 15" ; +label variable ER34367 "UP: WTR RECEIVED COLLEGE DEGREE 15" ; +label variable ER34368 "UP: TYPE OF HIGHEST DEGREE 15" ; +label variable ER34369 "UP: BACHELOR DEGREE MAJOR MEN1 15" ; +label variable ER34370 "UP: BACHELOR DEGREE MAJOR MEN2 15" ; +label variable ER34371 "UP: MONTH GRADUATED BACHELOR DEGREE 15" ; +label variable ER34372 "UP: YEAR GRADUATED BACHELOR DEGREE 15" ; +label variable ER34373 "UP: HIGHEST DEGREE MAJOR MEN1 15" ; +label variable ER34374 "UP: HIGHEST DEGREE MAJOR MEN2 15" ; +label variable ER34375 "UP: MONTH GRADUATED HIGHEST DEGREE 15" ; +label variable ER34376 "UP: YEAR GRADUATED HIGHEST DEGREE 15" ; +label variable ER34377 "UP: YEARS OF FOREIGN EDUCATION 15" ; +label variable ER34378 "UP: FOREIGN DEGREE 15" ; +label variable ER34379 "UP: WTR CURRENTLY ENROLLED IN SCHOOL 15" ; +label variable ER34380 "UP: GRADE CURRENTLY ENROLLED 15" ; +label variable ER34381 "HEALTH GOOD? 15" ; +label variable ER34382 "H61E2 WTR STATE INSURNCE PLN FOR KIDS 15" ; +label variable ER34383 "H61M MONTHS UNINSURED IN 13 15" ; +label variable ER34384 "H61N MONTHS UNINSURED IN 14 15" ; +label variable ER34385 "H61D3 WTR COVERED BY INSURANCE NOW 15" ; +label variable ER34386 "H61E TYPE CURRENT HEALTH INS MEN 1 15" ; +label variable ER34387 "H61E TYPE CURRENT HEALTH INS MEN 2 15" ; +label variable ER34388 "H61E TYPE CURRENT HEALTH INS MEN 3 15" ; +label variable ER34389 "H61F SN 1ST PERSON EMP PROVIDES INS 15" ; +label variable ER34390 "H61F SN 2ND PERSON EMP PROVIDES INS 15" ; +label variable ER34391 "H61G SN 1ST PERSON POLICY HOLDER 15" ; +label variable ER34392 "H61G SN 2ND PERSON POLICY HOLDER 15" ; +label variable ER34393 "WHETHER MEDICARE NUMBER GIVEN 15" ; +label variable ER34393A "G76 NUMBER OF JOBS IN PY 15" ; +label variable ER34393B "G84A_G94B IMPUTED INTEREST 15" ; +label variable ER34393C "ACC G84A_G94B IMPUTED - INTEREST 15" ; +label variable ER34393D "G84B IMPUTED TANF 15" ; +label variable ER34393E "ACC G84B IMPUTED - TANF 15" ; +label variable ER34393F "G84C_G94C IMPUTED SSI 15" ; +label variable ER34393G "ACC G84C_G94C IMPUTED - SSI 15" ; +label variable ER34393H "G84D_G94D IMPUTED WELFARE 15" ; +label variable ER34393I "ACC G84D_G94D IMPUTED - WELFARE 15" ; +label variable ER34393J "G84F IMPUTED VETERANS BEN 15" ; +label variable ER34393K "ACC G84F IMPUTED - VETERANS BEN 15" ; +label variable ER34393L "G84G IMPUTED PENSION/ANN 15" ; +label variable ER34393M "ACC G84G IMPUTED - PENSION/ANN 15" ; +label variable ER34393N "G84H IMPUTED UNEMP COMP 15" ; +label variable ER34393O "ACC G84H IMPUTED - UNEMP COMP 15" ; +label variable ER34393P "G84J IMPUTED WORKERS COMP 15" ; +label variable ER34393Q "ACC G84J IMPUTED - WORKERS COMP 15" ; +label variable ER34393R "G84K IMPUTED CHILD SUPPORT 15" ; +label variable ER34393S "ACC G84K IMPUTED - CHILD SUPPORT 15" ; +label variable ER34393T "G84L IMPUTED HELP FROM RELS 15" ; +label variable ER34393U "ACC G84L IMPUTED - HELP FROM RELS 15" ; +label variable ER34393V "G84M_G94F IMPUTED OTHER INCOME 15" ; +label variable ER34393W "ACC G84M_G94F IMPUTED - OTHER INCOME 15" ; +label variable ER34393X "OFUM BUSINESS LABOR INCOME - IMPUTED 15" ; +label variable ER34393Y "OFUM BUSINESS ASSET INCOME - IMPUTED 15" ; +label variable ER34394 "G33A WTR SOC SEC TYPE DISABILITY 15" ; +label variable ER34395 "G33A WTR SOC SEC TYPE RETIREMENT 15" ; +label variable ER34396 "G33A WTR SOC SEC TYPE SURVIVOR 15" ; +label variable ER34397 "G33A WTR SOC SEC TYPE DEP OF DISABLED 15" ; +label variable ER34398 "G33A WTR SOC SEC TYPE DEP OF RETIRED 15" ; +label variable ER34399 "G33A WTR SOC SEC TYPE OTHER 15" ; +label variable ER34400 "G34 AMT SOC SEC RCD 15" ; +label variable ER34401 "G34 ACC SOC SEC AMT 15" ; +label variable ER34401A "OFUM TOTAL LABOR INCOME- IMPUTED 15" ; +label variable ER34401B "ACCURACY OFUM TOTAL LABOR INCOME 15" ; +label variable ER34401C "OFUM TOTAL ASSET INCOME - IMPUTED 15" ; +label variable ER34401D "OFUM TOTAL TAXABLE INCOME - IMPUTED 15" ; +label variable ER34401E "OFUM TOTAL TRANSFER INCOME -IMPUTED 15" ; +label variable ER34402 "MONTH S/O FAM FORMED 15" ; +label variable ER34403 "YEAR S/O FAM FORMED 15" ; +label variable ER34404 "MAIN FAM ID FOR S/O 15" ; +label variable ER34405 "FOLLOW STATUS 15" ; +label variable ER34406 "WHY FOLLOWABLE 15" ; +label variable ER34407 "WTR ELIGIBLE FOR TA 15" ; +label variable ER34408 "RESULT OF TA IW ATTEMPT 15" ; +label variable ER34409 "WTR ELIG FOR WELL-BEING 2016 15" ; +label variable ER34410 "RESULT OF WELL-BEING IW ATTEMPT 16 15" ; +label variable ER34411 "TYPE OF IND RECORD 15" ; +label variable ER34412 "WHY NONRESPONSE 15" ; +label variable ER34413 "CORE/IMM INDIVIDUAL LONGITUDINAL WT 15" ; +label variable ER34414 "CORE/IMM INDIVIDUAL CROSS-SECTION WT 15" ; +label variable ER34501 "2017 INTERVIEW NUMBER" ; +label variable ER34502 "SEQUENCE NUMBER 17" ; +label variable ER34503 "RELATION TO REFERENCE PERSON 17" ; +label variable ER34504 "AGE OF INDIVIDUAL 17" ; +label variable ER34505 "MONTH INDIVIDUAL BORN 17" ; +label variable ER34506 "YEAR INDIVIDUAL BORN 17" ; +label variable ER34507 "MARITAL PAIRS INDICATOR 17" ; +label variable ER34508 "WHETHER MOVED IN/OUT 17" ; +label variable ER34509 "MONTH MOVED IN/OUT 17" ; +label variable ER34510 "YEAR MOVED IN/OUT 17" ; +label variable ER34511 "RESPONDENT? 17" ; +label variable ER34512 "SN 1ST PERSON WHO HELPED WITH IW 17" ; +label variable ER34513 "SN 2ND PERSON WHO HELPED WITH IW 17" ; +label variable ER34514 "SN 3RD PERSON WHO HELPED WITH IW 17" ; +label variable ER34515 "WTR COVERED BY TANF PAYMENTS IN 2016 17" ; +label variable ER34516 "EMPLOYMENT STATUS 17" ; +label variable ER34517 "YEAR HIGHEST EDUCATION UPDATED 17" ; +label variable ER34518 "WHETHER EDUCATED IN US 17" ; +label variable ER34519 "WTR REC HS DIPLOMA/GED/NEITHER 17" ; +label variable ER34520 "MONTH GRADUATED HIGH SCHOOL 17" ; +label variable ER34521 "YEAR GRADUATED HIGH SCHOOL 17" ; +label variable ER34522 "GRADE LEVEL IF GED 17" ; +label variable ER34523 "MONTH LAST IN SCHOOL IF GED 17" ; +label variable ER34524 "YEAR LAST IN SCHOOL IF GED 17" ; +label variable ER34525 "MONTH RECEIVED GED 17" ; +label variable ER34526 "YEAR RECEIVED GED 17" ; +label variable ER34527 "GRADE OF SCHOOL FINISHED IF NEITHER 17" ; +label variable ER34528 "MONTH LAST IN SCHOOL IF NEITHER 17" ; +label variable ER34529 "YEAR LAST IN SCHOOL IF NEITHER 17" ; +label variable ER34530 "WTR ATTENDED COLLEGE 17" ; +label variable ER34531 "MONTH LAST ATTENDED COLLEGE 17" ; +label variable ER34532 "YEAR LAST ATTENDED COLLEGE 17" ; +label variable ER34533 "HIGHEST YEAR COLLEGE COMPLETED 17" ; +label variable ER34534 "WTR RECEIVED COLLEGE DEGREE 17" ; +label variable ER34535 "TYPE OF HIGHEST DEGREE 17" ; +label variable ER34536 "BACHELOR DEGREE MAJOR MEN1 17" ; +label variable ER34537 "BACHELOR DEGREE MAJOR MEN2 17" ; +label variable ER34538 "MONTH GRADUATED BACHELOR DEGREE 17" ; +label variable ER34539 "YEAR GRADUATED BACHELOR DEGREE 17" ; +label variable ER34540 "HIGHEST DEGREE MAJOR MEN1 17" ; +label variable ER34541 "HIGHEST DEGREE MAJOR MEN2 17" ; +label variable ER34542 "MONTH GRADUATED HIGHEST DEGREE 17" ; +label variable ER34543 "YEAR GRADUATED HIGHEST DEGREE 17" ; +label variable ER34544 "YEARS OF FOREIGN EDUCATION 17" ; +label variable ER34545 "FOREIGN DEGREE 17" ; +label variable ER34546 "WTR CURRENTLY ENROLLED IN SCHOOL 17" ; +label variable ER34547 "GRADE CURRENTLY ENROLLED 17" ; +label variable ER34548 "YEARS COMPLETED EDUCATION 17" ; +label variable ER34549 "UP: WTR ATTENDED SCHOOL SINCE LAST IW 17" ; +label variable ER34550 "UP: WHETHER EDUCATED IN US 17" ; +label variable ER34551 "UP: WTR REC HS DIPLOMA/GED/NEITHER 17" ; +label variable ER34552 "UP: MONTH GRADUATED HIGH SCHOOL 17" ; +label variable ER34553 "UP: YEAR GRADUATED HIGH SCHOOL 17" ; +label variable ER34554 "UP: GRADE LEVEL IF GED 17" ; +label variable ER34555 "UP: MONTH LAST IN SCHOOL IF GED 17" ; +label variable ER34556 "UP: YEAR LAST IN SCHOOL IF GED 17" ; +label variable ER34557 "UP: MONTH RECEIVED GED 17" ; +label variable ER34558 "UP: YEAR RECEIVED GED 17" ; +label variable ER34559 "UP: GRADE SCHOOL FINISHED IF NEITHER 17" ; +label variable ER34560 "UP: MONTH LAST IN SCHOOL IF NEITHER 17" ; +label variable ER34561 "UP: YEAR LAST IN SCHOOL IF NEITHER 17" ; +label variable ER34562 "UP: WTR ATTENDED COLLEGE 17" ; +label variable ER34563 "UP: MONTH LAST ATTENDED COLLEGE 17" ; +label variable ER34564 "UP: YEAR LAST ATTENDED COLLEGE 17" ; +label variable ER34565 "UP: HIGHEST YEAR COLLEGE COMPLETED 17" ; +label variable ER34566 "UP: WTR RECEIVED COLLEGE DEGREE 17" ; +label variable ER34567 "UP: TYPE OF HIGHEST DEGREE 17" ; +label variable ER34568 "UP: BACHELOR DEGREE MAJOR MEN1 17" ; +label variable ER34569 "UP: BACHELOR DEGREE MAJOR MEN2 17" ; +label variable ER34570 "UP: MONTH GRADUATED BACHELOR DEGREE 17" ; +label variable ER34571 "UP: YEAR GRADUATED BACHELOR DEGREE 17" ; +label variable ER34572 "UP: HIGHEST DEGREE MAJOR MEN1 17" ; +label variable ER34573 "UP: HIGHEST DEGREE MAJOR MEN2 17" ; +label variable ER34574 "UP: MONTH GRADUATED HIGHEST DEGREE 17" ; +label variable ER34575 "UP: YEAR GRADUATED HIGHEST DEGREE 17" ; +label variable ER34576 "UP: YEARS OF FOREIGN EDUCATION 17" ; +label variable ER34577 "UP: FOREIGN DEGREE 17" ; +label variable ER34578 "UP: WTR CURRENTLY ENROLLED IN SCHOOL 17" ; +label variable ER34579 "UP: GRADE CURRENTLY ENROLLED 17" ; +label variable ER34580 "HEALTH GOOD? 17" ; +label variable ER34581 "H5N/H50A CKPT WTR INDIVIDUAL IS 65+ 17" ; +label variable ER34582 "H5N2/H50B WTR CHNGE MAKING DECISIONS 17" ; +label variable ER34583 "H5N3/H50C WTR CHNGE INTEREST ACTVTIES 17" ; +label variable ER34584 "H5N4/H50D WTR CHNGE REPEATNG STORIES 17" ; +label variable ER34585 "H5N5/H50E WTR CHNGE LEARNING/USE TOOLS17" ; +label variable ER34586 "H5N6/H50F WTR CHNGE REMEMBERING DATES 17" ; +label variable ER34587 "H5N7/H50G WTR CHNGE HNDLNG MONEY ISSUE17" ; +label variable ER34588 "H5N8/H50H WTR CHNGE REMEMBERING APPTS 17" ; +label variable ER34589 "H5N9/H50I WTR CHNGE IN THINKING/MEMORY17" ; +label variable ER34590 "WTR ENDORSED 2+ MEMORY PROBLEMS 17" ; +label variable ER34591 "H61E2 WTR STATE INSURNCE PLN FOR KIDS 17" ; +label variable ER34592 "H61M MONTHS UNINSURED IN 15 17" ; +label variable ER34593 "H61N MONTHS UNINSURED IN 16 17" ; +label variable ER34594 "H61D3 WTR COVERED BY INSURANCE NOW 17" ; +label variable ER34595 "H61E TYPE CURRENT HEALTH INS MEN 1 17" ; +label variable ER34596 "H61E TYPE CURRENT HEALTH INS MEN 2 17" ; +label variable ER34597 "H61E TYPE CURRENT HEALTH INS MEN 3 17" ; +label variable ER34598 "H61F SN 1ST PERSON EMP PROVIDES INS 17" ; +label variable ER34599 "H61F SN 2ND PERSON EMP PROVIDES INS 17" ; +label variable ER34600 "H61G SN 1ST PERSON POLICY HOLDER 17" ; +label variable ER34601 "H61G SN 2ND PERSON POLICY HOLDER 17" ; +label variable ER34602 "WHETHER MEDICARE NUMBER GIVEN 17" ; +label variable ER34603 "G33A WTR SOC SEC TYPE DISABILITY 17" ; +label variable ER34604 "G33A WTR SOC SEC TYPE RETIREMENT 17" ; +label variable ER34605 "G33A WTR SOC SEC TYPE SURVIVOR 17" ; +label variable ER34606 "G33A WTR SOC SEC TYPE DEP OF DISABLED 17" ; +label variable ER34607 "G33A WTR SOC SEC TYPE DEP OF RETIRED 17" ; +label variable ER34608 "G33A WTR SOC SEC TYPE OTHER 17" ; +label variable ER34609 "G34 AMT SOC SEC RCD 17" ; +label variable ER34610 "G34 ACC SOC SEC AMT 17" ; +label variable ER34611 "G76 NUMBER OF JOBS IN PY 17" ; +label variable ER34612 "G84A_G94B IMPUTED INTEREST 17" ; +label variable ER34613 "ACC G84A_G94B IMPUTED - INTEREST 17" ; +label variable ER34614 "G84B IMPUTED TANF 17" ; +label variable ER34615 "ACC G84B IMPUTED - TANF 17" ; +label variable ER34616 "G84C_G94C IMPUTED SSI 17" ; +label variable ER34617 "ACC G84C_G94C IMPUTED - SSI 17" ; +label variable ER34618 "G84D_G94D IMPUTED WELFARE 17" ; +label variable ER34619 "ACC G84D_G94D IMPUTED - WELFARE 17" ; +label variable ER34620 "G84F IMPUTED VETERANS BEN 17" ; +label variable ER34621 "ACC G84F IMPUTED - VETERANS BEN 17" ; +label variable ER34622 "G84G IMPUTED PENSION/ANN 17" ; +label variable ER34623 "ACC G84G IMPUTED - PENSION/ANN 17" ; +label variable ER34624 "G84H IMPUTED UNEMP COMP 17" ; +label variable ER34625 "ACC G84H IMPUTED - UNEMP COMP 17" ; +label variable ER34626 "G84J IMPUTED WORKERS COMP 17" ; +label variable ER34627 "ACC G84J IMPUTED - WORKERS COMP 17" ; +label variable ER34628 "G84K IMPUTED CHILD SUPPORT 17" ; +label variable ER34629 "ACC G84K IMPUTED - CHILD SUPPORT 17" ; +label variable ER34630 "G84L IMPUTED HELP FROM RELS 17" ; +label variable ER34631 "ACC G84L IMPUTED - HELP FROM RELS 17" ; +label variable ER34632 "G84M_G94F IMPUTED OTHER INCOME 17" ; +label variable ER34633 "ACC G84M_G94F IMPUTED - OTHER INCOME 17" ; +label variable ER34634 "OFUM BUSINESS LABOR INCOME - IMPUTED 17" ; +label variable ER34635 "OFUM BUSINESS ASSET INCOME - IMPUTED 17" ; +label variable ER34636 "OFUM TOTAL LABOR INCOME- IMPUTED 17" ; +label variable ER34637 "ACCURACY OFUM TOTAL LABOR INCOME 17" ; +label variable ER34638 "OFUM TOTAL ASSET INCOME - IMPUTED 17" ; +label variable ER34639 "OFUM TOTAL TAXABLE INCOME - IMPUTED 17" ; +label variable ER34640 "OFUM TOTAL TRANSFER INCOME -IMPUTED 17" ; +label variable ER34641 "MONTH S/O FAM FORMED 17" ; +label variable ER34642 "YEAR S/O FAM FORMED 17" ; +label variable ER34643 "MAIN FAM ID FOR S/O 17" ; +label variable ER34644 "FOLLOW STATUS 17" ; +label variable ER34645 "WHY FOLLOWABLE 17" ; +label variable ER34646 "WTR ELIGIBLE FOR TA 17" ; +label variable ER34647 "RESULT OF TA IW ATTEMPT 17" ; +label variable ER34648 "TYPE OF IND RECORD 17" ; +label variable ER34649 "WHY NONRESPONSE 17" ; +label variable ER34650 "CORE/IMM INDIVIDUAL LONGITUDINAL WT 17" ; +label variable ER34651 "CORE/IMM INDIVIDUAL CROSS-SECTION WT 17" ; diff --git a/42/replication_package/data_replication/psid/raw_data/IND2017ER.txt b/42/replication_package/data_replication/psid/raw_data/IND2017ER.txt new file mode 100644 index 0000000000000000000000000000000000000000..ab4061cef8a1c6fbb1d99610d638e28786074f07 --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/IND2017ER.txt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e09c1a0eb65b2ac75a9a09134ef84bdc9e663072cbb2ab2ecb9497d545e45286 +size 423093170 diff --git a/42/replication_package/data_replication/psid/raw_data/save_data_1999.do b/42/replication_package/data_replication/psid/raw_data/save_data_1999.do new file mode 100644 index 0000000000000000000000000000000000000000..318288c4b1f09eadec341590d8783258f31658a3 --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/save_data_1999.do @@ -0,0 +1,366 @@ + + +g months = 0 // initialize the number of months when a particular income was received +g NAind = 0 // initialize the indicator whether the payment was recieved that month is misreported or not +g per = 0 // temporary variable used for amt/per + + +**************************************** +*HH Characteristics +**************************************** + +*IDs +rename ER13002 fam_ID_year +rename ER13019 fam_ID_1968 +rename ER13008 year_survey + +*State of residence +rename ER13004 state_residence + +*Family Unit Size (# in FU) +rename ER13009 size_fam + +*Marital Status +rename ER13021 marital_status_head +drop if marital_status_head == 8 // NA/DK + +*Number of Children +rename ER13013 children + +*Age +rename ER13010 age_head +drop if age_head == 999 // NA/DK + +*Education head +rename ER16516 ed_head +drop if ed_head == 99 // NA/DK + +*SRC participant (SRC = Survey Research Center) +keep if fam_ID_1968<=3000 + + +**************************************** +*Income Variables +**************************************** + +*VA pension (not available for spouse) +rename ER14588 vapension_inc_head_gen +g vapension_inc_head = cond(vapension_inc_head_gen<=99997,vapension_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER14590-ER14601 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace vapension_inc_head =vapension_inc_head*months if ER14589==5 //monthly +replace vapension_inc_head = . if (NAind == 1 & ER14589 != 0 & ER14589 != 6) + +*Workers' compensation +rename ER14664 workerscomp_inc_head_gen +g workerscomp_inc_head = cond(workerscomp_inc_head_gen<=99997,workerscomp_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER14666-ER14677 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace workerscomp_inc_head=workerscomp_inc_head*months if ER14665==5 //monthly +replace workerscomp_inc_head = . if (NAind == 1 & ER14665 != 0 & ER14665 != 6) + +rename ER14775 workerscomp_inc_wife_gen +g workerscomp_inc_wife = cond(workerscomp_inc_wife_gen<=99997, workerscomp_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER14777-ER14788 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace workerscomp_inc_wife = workerscomp_inc_wife*months if ER14776==5 //monthly +replace workerscomp_inc_wife = . if (NAind == 1 & ER14776 != 0 & ER14776 != 6) + +* Temporary Assistance for Needy Families +rename ER14539 tanf_inc_head_gen +g tanf_inc_head = cond(tanf_inc_head_gen<=999997,tanf_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER14541-ER14552 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace tanf_inc_head=tanf_inc_head*months if ER14540==5 //monthly +replace tanf_inc_head=tanf_inc_head*months*2.17 if ER14540==4 //biweekly +replace tanf_inc_head = . if (NAind == 1 & ER14540 != 0 & ER14540 != 6) + +rename ER14866 tanf_inc_wife_gen +g tanf_inc_wife = cond(tanf_inc_wife_gen<=99997,tanf_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER14868-ER14879 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace tanf_inc_wife=tanf_inc_wife*months if ER14867==5 //monthly +replace tanf_inc_wife=tanf_inc_wife*months*4.34 if ER14867==3 //weekly +replace tanf_inc_wife = . if (NAind == 1 & ER14867 != 0 & ER14867 != 6) + +*Other welfare +rename ER14570 otherwelfare_inc_head_gen +g otherwelfare_inc_head = cond(otherwelfare_inc_head_gen<=999997,otherwelfare_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER14572-ER14583 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace otherwelfare_inc_head = otherwelfare_inc_head*months if ER14571==5 //monthly +replace otherwelfare_inc_head = otherwelfare_inc_head*months*2.17 if ER14571==4 //biweekly +replace otherwelfare_inc_head = . if (NAind == 1 & ER14571 != 0 & ER14571 != 6) + +rename ER14896 otherwelfare_inc_wife_gen +g otherwelfare_inc_wife = cond(otherwelfare_inc_wife_gen<=99997,otherwelfare_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER14898-ER14909 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace otherwelfare_inc_wife = otherwelfare_inc_wife*months if ER14897 == 5 //monthly +replace otherwelfare_inc_wife = . if (NAind == 1 & ER14897 != 0 & ER14897 != 6) + +*Child support +rename ER14679 childsupport_inc_head_gen +g childsupport_inc_head = cond(childsupport_inc_head_gen<=99997,childsupport_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER14681-ER14692 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace childsupport_inc_head=childsupport_inc_head*months if ER14680==5 //monthly +replace childsupport_inc_head=childsupport_inc_head*months*4.34 if ER14680==3 //weekly +replace childsupport_inc_head=childsupport_inc_head*months*2.17 if ER14680==4 //biweekly +replace childsupport_inc_head = . if (NAind == 1 & ER14680 != 0 & ER14680 != 6) + +rename ER14881 childsupport_inc_wife_gen +g childsupport_inc_wife = cond(childsupport_inc_wife_gen<=99997,childsupport_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER14883-ER14894 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace childsupport_inc_wife=childsupport_inc_wife*months if ER14882==5 //monthly +replace childsupport_inc_wife=childsupport_inc_wife*months*4.34 if ER14882==3 //weekly +replace childsupport_inc_wife=childsupport_inc_wife*months*2.17 if ER14882==4 //biweekly +replace childsupport_inc_wife = . if (NAind == 1 & ER14882 != 0 & ER14882 != 6) + +*Transfers from relatives +rename ER14709 transf_rel_head_gen +g transf_rel_head = cond(transf_rel_head_gen<=99997,transf_rel_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER14711-ER14722 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace transf_rel_head=transf_rel_head*months if ER14710==5 //monthly +replace transf_rel_head=transf_rel_head*months*4.34 if ER14710==3 //weekly +replace transf_rel_head=transf_rel_head*months*2.17 if ER14710==4 //biweekly +replace transf_rel_head = . if (NAind == 1 & ER14710 != 0 & ER14710 != 6) + +rename ER14926 transf_rel_wife_gen +g transf_rel_wife = cond(transf_rel_wife_gen<=99997,transf_rel_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER14928-ER14939{ + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace transf_rel_wife=transf_rel_wife*months if ER14927==5 //monthly +replace transf_rel_wife=transf_rel_wife*months*2.17 if ER14927==4 //biweekly +replace transf_rel_wife = . if (NAind == 1 & ER14927 != 0 & ER14927 != 6) + +*Supplemental Social Security +rename ER14555 ssi_head_gen +g ssi_head = cond(ssi_head_gen<=999997,ssi_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER14557-ER14568 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace ssi_head = ssi_head*months if ER14556==5 //monthly +replace ssi_head = . if (NAind == 1 & ER14556 != 0 & ER14556 != 6) + +rename ER14851 ssi_wife_gen +g ssi_wife = cond(ssi_wife_gen<=99997,ssi_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER14853-ER14864 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace ssi_wife = ssi_wife*months if ER14852==5 //monthly +replace ssi_wife = . if (NAind == 1 & ER14852 != 0 & ER14852 != 6) + +*Social Security income (both head and wife) +rename ER16460 socsec_income_hh +rename ER16461 socsec_income_hh_imp + +* Unemployment Benefits +rename ER14649 unemployment_inc_head_gen +g unemployment_inc_head = cond(unemployment_inc_head_gen<=99997,unemployment_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER14651-ER14662 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace unemployment_inc_head=unemployment_inc_head*months if ER14650==5 //monthly +replace unemployment_inc_head=unemployment_inc_head*months*4.34 if ER14650==3 //weekly +replace unemployment_inc_head=unemployment_inc_head*months*2.17 if ER14650==4 //biweekly +replace unemployment_inc_head= . if (NAind == 1 & ER14650 != 0 & ER14650 != 6) + +rename ER14760 unemployment_inc_wife_gen +g unemployment_inc_wife = cond(unemployment_inc_wife_gen<=99997,unemployment_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER14762-ER14773 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace unemployment_inc_wife=unemployment_inc_wife*months if ER14761==5 //monthly +replace unemployment_inc_wife=unemployment_inc_wife*months*4.34 if ER14761==3 //weekly +replace unemployment_inc_wife=unemployment_inc_wife*months*2.17 if ER14761==4 //biweekly +replace unemployment_inc_wife= . if (NAind == 1 & ER14761 != 0 & ER14761 != 6) + +*Labor income +rename ER16465 labor_inc_wife +rename ER16466 labor_inc_wife_imp //imputed + +rename ER16463 labor_inc_head +rename ER16464 labor_inc_head_imp // multiple ways of imputation + +*IRA/Private annuities (contributions and benefits) +*rename ER15036 pension_contrib_gen //contribution +*g pension_contrib = cond(pension_contrib_gen<=999999997,pension_contrib_gen,.) +*g month_of_interview=ER13006 +*replace pension_contrib = (pension_contrib/(48+month_of_interview))*12 //adjust for an annual basis +*rename ER15041 pension_ben_gen //benefits +*g pension_ben = cond(pension_ben_gen<=999999997,pension_ben_gen,.) +*replace pension_ben = (pension_ben/(48+month_of_interview))*12 //adjust for an annual basis + +*Retirement income head +rename ER14603 nonva_retir_head_gen +replace per = ER14604 +g nonva_retir_head = cond(nonva_retir_head_gen<=999997,nonva_retir_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER14605-ER14616 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace nonva_retir_head=nonva_retir_head*months if per==5 //monthly +replace nonva_retir_head= . if (NAind == 1 & per != 0 & per != 6) + +*Annuities/IRAs head +rename ER14618 annira_head_gen +replace per = ER14619 +g annira_head = cond(annira_head_gen<=999997,annira_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER14620-ER14631 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace annira_head=annira_head*months if per==5 //monthly +replace annira_head= . if (NAind == 1 & per != 0 & per != 6) + +*Other pension head +rename ER14633 other_pen_head_gen +replace per = ER14634 +g other_pen_head = cond(other_pen_head_gen<=999997,other_pen_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER14635-ER14646 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace other_pen_head=other_pen_head*months if per==5 //monthly +replace other_pen_head= . if (NAind == 1 & per != 0 & per != 6) + +*Pension wife +rename ER14911 pension_wife_gen +replace per = ER14912 +g pension_wife = cond(pension_wife_gen<=99997,pension_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER14913-ER14924 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace pension_wife=pension_wife*months if per==5 //monthly +replace pension_wife= . if (NAind == 1 & per != 0 & per != 6) + +*Pension contribution head (required+voluntary) +rename ER15168 stat_pen_contrib_req_gen +replace per = ER15169 +gen pper = ER15170 +g stat_pen_contrib_req = cond(stat_pen_contrib_req_gen<=9999997,stat_pen_contrib_req_gen,.) +replace stat_pen_contrib_req=stat_pen_contrib_req*12 if per==5 //monthly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*4.34 if per==3 //weekly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_req=0.0597*labor_inc_head if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_req=(pper/100)*labor_inc_head if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_req=0.0597*labor_inc_head if pper==998 //DK: assign mean value of percent contributed in this year + +rename ER15172 stat_pen_contrib_vol_gen +replace per = ER15173 +replace pper = ER15174 +g stat_pen_contrib_vol = cond(stat_pen_contrib_vol_gen<=9999997,stat_pen_contrib_vol_gen,.) +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12 if per==5 //monthly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*4.34 if per==3 //weekly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_vol=0.076*labor_inc_head if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_vol=(pper/100)*labor_inc_head if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_vol=0.076*labor_inc_head if pper==998 //DK: assign mean value of percent contributed in this year + +gen stat_pen_contrib_head=stat_pen_contrib_vol+stat_pen_contrib_req +drop stat_pen_contrib_req stat_pen_contrib_vol stat_pen_contrib_req_gen stat_pen_contrib_vol_gen + +*Pension contribution wife (required+voluntary) +rename ER15314 stat_pen_contrib_req_gen +replace per = ER15315 +replace pper = ER15316 +g stat_pen_contrib_req = cond(stat_pen_contrib_req_gen<=9999997,stat_pen_contrib_req_gen,.) +replace stat_pen_contrib_req=stat_pen_contrib_req*12 if per==5 //monthly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*4.34 if per==3 //weekly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_req=0.0656*labor_inc_wife if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_req=(pper/100)*labor_inc_wife if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_req=0.0656*labor_inc_wife if pper==998 //DK: assign mean value of percent contributed in this year + +rename ER15318 stat_pen_contrib_vol_gen +replace per = ER15319 +replace pper = ER15320 +g stat_pen_contrib_vol = cond(stat_pen_contrib_vol_gen<=9999997,stat_pen_contrib_vol_gen,.) +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12 if per==5 //monthly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*4.34 if per==3 //weekly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_vol=0.0739*labor_inc_wife if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_vol=(pper/100)*labor_inc_wife if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_vol=0.0739*labor_inc_wife if pper==998 //DK: assign mean value of percent contributed in this year + +gen stat_pen_contrib_wife=stat_pen_contrib_vol+stat_pen_contrib_req + +*Business income (labor and asset income) +*Values are imputed in PSID +gen business_labor_income_head=ER16490 +gen business_asset_income_head=ER16491 + +gen business_labor_income_wife=ER16511 +gen business_asset_income_wife=ER16512 + + +*Drop other variables +drop ER* diff --git a/42/replication_package/data_replication/psid/raw_data/save_data_2001.do b/42/replication_package/data_replication/psid/raw_data/save_data_2001.do new file mode 100644 index 0000000000000000000000000000000000000000..6b9112cf138c8aa863dbb31f7f60ab3101848dc8 --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/save_data_2001.do @@ -0,0 +1,385 @@ + +g months = 0 // initialize the number of months when a particular income was received +g NAind = 0 // initialize the indicator whether the payment was recieved that month is misreported or not +g per = 0 // temporary variable used for amt/per + + +**************************************** +*HH Characteristics +**************************************** + +*IDs +rename ER17002 fam_ID_year +rename ER17022 fam_ID_1968 +rename ER17011 year_survey + +*State of residence +rename ER17004 state_residence + +*Family Unit Size (# in FU) +rename ER17012 size_fam + +*Marital Status +rename ER17024 marital_status_head + +*Number of Children +rename ER17016 children + +*Age +rename ER17013 age_head +drop if age_head == 999 // NA/DK + +*Education head +rename ER20457 ed_head +drop if ed_head == 99 // NA/DK + +*SRC participant (SRC = Survey Research Center) +keep if fam_ID_1968<=3000 + + +**************************************** +*Income Variables +**************************************** + +*VA pension (not available for spouse) +rename ER18750 vapension_inc_head_gen +replace per = ER18751 +g vapension_inc_head = cond(vapension_inc_head_gen<=99997,vapension_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER18753-ER18764 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace vapension_inc_head =vapension_inc_head*months if per==5 //monthly +replace vapension_inc_head = . if (NAind == 1 & per != 0 & per != 6) + +*Workers' compensation +rename ER18831 workerscomp_inc_head_gen +replace per=ER18832 +g workerscomp_inc_head = cond(workerscomp_inc_head_gen<=99997,workerscomp_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER18834-ER18845 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace workerscomp_inc_head=workerscomp_inc_head*months if per==5 //monthly +replace workerscomp_inc_head=workerscomp_inc_head*months*4.34 if per==3 //weekly +replace workerscomp_inc_head = . if (NAind == 1 & per!= 0 & per != 6) + +rename ER18950 workerscomp_inc_wife_gen +replace per=ER18951 +g workerscomp_inc_wife = cond(workerscomp_inc_wife_gen<=99997, workerscomp_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER18953-ER18964 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace workerscomp_inc_wife = workerscomp_inc_wife*months if per==5 //monthly +replace workerscomp_inc_wife = workerscomp_inc_wife*months*2.17 if per==4 //biweekly +replace workerscomp_inc_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Temporary Assistance for Needy Families +rename ER18698 tanf_inc_head_gen +replace per = ER18699 +*drop if ER18700==1 //one observation is imputed +g tanf_inc_head = cond(tanf_inc_head_gen<=999997,tanf_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER18701-ER18712 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace tanf_inc_head=tanf_inc_head*months if per==5 //monthly +replace tanf_inc_head=tanf_inc_head*months*2.17 if per==4 //biweekly +replace tanf_inc_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER19047 tanf_inc_wife_gen +replace per = ER19048 +g tanf_inc_wife = cond(tanf_inc_wife_gen<=99997,tanf_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER19050-ER19061 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace tanf_inc_wife=tanf_inc_wife*months if per==5 //monthly +replace tanf_inc_wife=tanf_inc_wife*months*2.17 if per==4 //biweekly +replace tanf_inc_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Other welfare +rename ER18731 otherwelfare_inc_head_gen +replace per = ER18732 +g otherwelfare_inc_head = cond(otherwelfare_inc_head_gen<=999997,otherwelfare_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER18734-ER18745 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace otherwelfare_inc_head = otherwelfare_inc_head*months if per==5 //monthly +replace otherwelfare_inc_head = otherwelfare_inc_head*months*2.17 if per==4 //biweekly +replace otherwelfare_inc_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER19079 otherwelfare_inc_wife_gen +replace per = ER19080 +rename ER19081 otherwelfare_inc_wife_imp +g otherwelfare_inc_wife = cond(otherwelfare_inc_wife_gen<=99997,otherwelfare_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER19082-ER19093 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace otherwelfare_inc_wife = otherwelfare_inc_wife*months if per == 5 //monthly +replace otherwelfare_inc_wife = otherwelfare_inc_wife*months*4.34 if per == 3 //weekly +replace otherwelfare_inc_wife = otherwelfare_inc_wife*months*2.17 if per == 4 //biweekly +replace otherwelfare_inc_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Child support +rename ER18847 childsupport_inc_head_gen +replace per = ER18848 +g childsupport_inc_head = cond(childsupport_inc_head_gen<=99997,childsupport_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER18850-ER18861 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace childsupport_inc_head=childsupport_inc_head*months if per==5 //monthly +replace childsupport_inc_head=childsupport_inc_head*months*4.34 if per==3 //weekly +replace childsupport_inc_head=childsupport_inc_head*months*2.17 if per==4 //biweekly +replace childsupport_inc_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER19063 childsupport_inc_wife_gen +replace per = ER19064 +g childsupport_inc_wife = cond(childsupport_inc_wife_gen<=99997,childsupport_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER19066-ER19077 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace childsupport_inc_wife=childsupport_inc_wife*months if per==5 //monthly +replace childsupport_inc_wife=childsupport_inc_wife*months*4.34 if per==3 //weekly +replace childsupport_inc_wife=childsupport_inc_wife*months*2.17 if per==4 //biweekly +replace childsupport_inc_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Transfers from relatives +rename ER18879 transf_rel_head_gen +replace per = ER18880 +g transf_rel_head = cond(transf_rel_head_gen<=99997,transf_rel_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER18882-ER18893 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace transf_rel_head=transf_rel_head*months if per==5 //monthly +replace transf_rel_head=transf_rel_head*months*4.34 if per==3 //weekly +replace transf_rel_head=transf_rel_head*months*2.17 if per==4 //biweekly +replace transf_rel_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER19111 transf_rel_wife_gen +replace per = ER19112 +g transf_rel_wife = cond(transf_rel_wife_gen<=99997,transf_rel_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER19114-ER19125{ + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace transf_rel_wife=transf_rel_wife*months if per==5 //monthly +replace transf_rel_wife=transf_rel_wife*months*4.34 if per==3 //weekly +replace transf_rel_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Supplemental Social Security +rename ER18715 ssi_head_gen +replace per = ER18716 +g ssi_head = cond(ssi_head_gen<=999997,ssi_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER18718-ER18729{ + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace ssi_head = ssi_head*months if per==5 //monthly +replace ssi_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER19031 ssi_wife_gen +replace per = ER19032 +g ssi_wife = cond(ssi_wife_gen<=99997,ssi_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER19034-ER19045 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace ssi_wife = ssi_wife*months if per==5 //monthly +replace ssi_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Social Security income (both head and wife) +rename ER20455 socsec_income_hh // no additional variable controling for "imputed or not" + +* Unemployment Benefits +rename ER18815 unemployment_inc_head_gen +replace per = ER18816 +* drop if ER18817==1 //one observation imputed +g unemployment_inc_head = cond(unemployment_inc_head_gen<=99997,unemployment_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER18818-ER18829 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace unemployment_inc_head=unemployment_inc_head*months if per==5 //monthly +replace unemployment_inc_head=unemployment_inc_head*months*4.34 if per==3 //weekly +replace unemployment_inc_head=unemployment_inc_head*months*2.17 if per==4 //biweekly +replace unemployment_inc_head= . if (NAind == 1 & per != 0 & per != 6) + +rename ER18934 unemployment_inc_wife_gen +replace per = ER18935 +g unemployment_inc_wife = cond(unemployment_inc_wife_gen<=99997,unemployment_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER18937-ER18948 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace unemployment_inc_wife=unemployment_inc_wife*months if per==5 //monthly +replace unemployment_inc_wife=unemployment_inc_wife*months*4.34 if per==3 //weekly +replace unemployment_inc_wife=unemployment_inc_wife*months*2.17 if per==4 //biweekly +replace unemployment_inc_wife= . if (NAind == 1 & per != 0 & per != 6) + +*Labor income +rename ER20447 labor_inc_wife +rename ER20448 labor_inc_wife_imp // multiple ways of imputation + +rename ER20443 labor_inc_head // no additional variable controling for "imputed or not" + +*IRA/Private annuities (contributions and benefits) +*rename ER19232 pension_contrib_gen //contribution +*g pension_contrib = cond(pension_contrib_gen<=999999997,pension_contrib_gen,.) +*g month_of_interview=ER17009 +*replace pension_contrib = (pension_contrib/(24+month_of_interview))*12 //adjust for an annual basis +*rename ER19237 pension_ben_gen //benefits +*g pension_ben = cond(pension_ben_gen<=999999997,pension_ben_gen,.) +*replace pension_ben = (pension_ben/(24+month_of_interview))*12 //adjust for an annual basis + +*Retirement income head +rename ER18766 nonva_retir_head_gen +replace per = ER18767 +g nonva_retir_head = cond(nonva_retir_head_gen<=999997,nonva_retir_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER18769-ER18780 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace nonva_retir_head=nonva_retir_head*months if per==5 //monthly +replace nonva_retir_head= . if (NAind == 1 & per != 0 & per != 6) + +*Annuities/IRAs head +rename ER18782 annira_head_gen +replace per = ER18783 +g annira_head = cond(annira_head_gen<=999997,annira_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER18785-ER18796 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace annira_head=annira_head*months if per==5 //monthly +replace annira_head= . if (NAind == 1 & per != 0 & per != 6) + +*Other pension head +rename ER18798 other_pen_head_gen +replace per = ER18799 +g other_pen_head = cond(other_pen_head_gen<=999997,other_pen_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER18801-ER18812 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace other_pen_head=other_pen_head*months if per==5 //monthly +replace other_pen_head= . if (NAind == 1 & per != 0 & per != 6) + +*Pension wife +rename ER19095 pension_wife_gen +replace per = ER19096 +g pension_wife = cond(pension_wife_gen<=99997,pension_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER19098-ER19109 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace pension_wife=pension_wife*months if per==5 //monthly +replace pension_wife= . if (NAind == 1 & per != 0 & per != 6) + +*Pension contribution head (required+voluntary) +rename ER19336 stat_pen_contrib_req_gen +replace per = ER19337 +gen pper = ER19338 +g stat_pen_contrib_req = cond(stat_pen_contrib_req_gen<=9999997,stat_pen_contrib_req_gen,.) +replace stat_pen_contrib_req=stat_pen_contrib_req*12 if per==5 //monthly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*4.34 if per==3 //weekly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_req=0.056*labor_inc_head if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_req=(pper/100)*labor_inc_head if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_req=0.056*labor_inc_head if pper==998 //DK: assign mean value of percent contributed in this year + +rename ER19340 stat_pen_contrib_vol_gen +replace per = ER19341 +replace pper = ER19342 +g stat_pen_contrib_vol = cond(stat_pen_contrib_vol_gen<=9999997,stat_pen_contrib_vol_gen,.) +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12 if per==5 //monthly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*4.34 if per==3 //weekly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_vol=0.0737*labor_inc_head if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_vol=(pper/100)*labor_inc_head if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_vol=0.0737*labor_inc_head if pper==998 //DK: assign mean value of percent contributed in this year + +gen stat_pen_contrib_head=stat_pen_contrib_vol+stat_pen_contrib_req +drop stat_pen_contrib_req stat_pen_contrib_vol stat_pen_contrib_req_gen stat_pen_contrib_vol_gen + +*Pension contribution wife (required+voluntary) +rename ER19479 stat_pen_contrib_req_gen +replace per = ER19480 +replace pper = ER19481 +g stat_pen_contrib_req = cond(stat_pen_contrib_req_gen<=9999997,stat_pen_contrib_req_gen,.) +replace stat_pen_contrib_req=stat_pen_contrib_req*12 if per==5 //monthly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*4.34 if per==3 //weekly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_req=0.0594*labor_inc_wife if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_req=(pper/100)*labor_inc_wife if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_req=0.0594*labor_inc_wife if pper==998 //DK: assign mean value of percent contributed in this year + +rename ER19483 stat_pen_contrib_vol_gen +replace per = ER19484 +replace pper = ER19485 +g stat_pen_contrib_vol = cond(stat_pen_contrib_vol_gen<=9999997,stat_pen_contrib_vol_gen,.) +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12 if per==5 //monthly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*4.34 if per==3 //weekly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_vol=0.0718*labor_inc_wife if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_vol=(pper/100)*labor_inc_wife if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_vol=0.0718*labor_inc_wife if pper==998 //DK: assign mean value of percent contributed in this year + +gen stat_pen_contrib_wife=stat_pen_contrib_vol+stat_pen_contrib_req + +*Business income (labor and asset income) +*Values are imputed in PSID +gen business_labor_income_head=ER20422 +gen business_asset_income_head=ER20423 + +gen business_labor_income_wife=ER20444 +gen business_asset_income_wife=ER20445 + + +*Drop other variables +drop ER* + diff --git a/42/replication_package/data_replication/psid/raw_data/save_data_2003.do b/42/replication_package/data_replication/psid/raw_data/save_data_2003.do new file mode 100644 index 0000000000000000000000000000000000000000..269bf746998cdfd3bb2fc9ef65bb24aff40a776b --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/save_data_2003.do @@ -0,0 +1,385 @@ + + +g months = 0 // initialize the number of months when a particular income was received +g NAind = 0 // initialize the indicator whether the payment was recieved that month is misreported or not +g per = 0 // temporary variable used for amt/per + + +**************************************** +*HH Characteristics +**************************************** + +*IDs +rename ER21002 fam_ID_year +rename ER21009 fam_ID_1968 +rename ER21014 year_survey + +*State of residence +rename ER21003 state_residence + +*Family Unit Size (# in FU) +rename ER21016 size_fam + +*Marital Status +rename ER21023 marital_status_head +drop if marital_status_head>7 // NA/DK + +*Number of Children +rename ER21020 children + +*Age +rename ER21017 age_head +drop if age_head == 999 // NA/DK + +*Education head +rename ER24148 ed_head +drop if ed_head == 99 // NA/DK + +*SRC participant (SRC = Survey Research Center) +keep if fam_ID_1968<=3000 + + +**************************************** +*Income Variables +**************************************** + +*VA pension (not available for spouse) +rename ER22120 vapension_inc_head_gen +replace per = ER22121 +g vapension_inc_head = cond(vapension_inc_head_gen<=999997,vapension_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER22123-ER22134 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace vapension_inc_head =vapension_inc_head*months if per==5 //monthly +replace vapension_inc_head = . if (NAind == 1 & per != 0 & per != 6) + +*Workers' compensation +rename ER22201 workerscomp_inc_head_gen +replace per=ER22202 +*drop if ER22203==1 //one observation imputed +g workerscomp_inc_head = cond(workerscomp_inc_head_gen<=999997,workerscomp_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER22204-ER22215 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace workerscomp_inc_head=workerscomp_inc_head*months if per==5 //monthly +replace workerscomp_inc_head=workerscomp_inc_head*months*2.17 if per==4 //biweekly +replace workerscomp_inc_head = . if (NAind == 1 & per!= 0 & per != 6) + +rename ER22320 workerscomp_inc_wife_gen +replace per=ER22321 +g workerscomp_inc_wife = cond(workerscomp_inc_wife_gen<=999997, workerscomp_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER22323-ER22334 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace workerscomp_inc_wife = workerscomp_inc_wife*months if per==5 //monthly +replace workerscomp_inc_wife = workerscomp_inc_wife*months*2.17 if per==4 //biweekly +replace workerscomp_inc_wife = workerscomp_inc_wife*months*4.34 if per==3 //weekly +replace workerscomp_inc_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Temporary Assistance for Needy Families +rename ER22070 tanf_inc_head_gen +replace per = ER22071 +*drop if ER22072==1 //two imputed observations +g tanf_inc_head = cond(tanf_inc_head_gen<=999997,tanf_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER22073-ER22084 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace tanf_inc_head=tanf_inc_head*months if per==5 //monthly +replace tanf_inc_head=tanf_inc_head*months*2.17 if per==4 //biweekly +replace tanf_inc_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER22420 tanf_inc_wife_gen +replace per = ER22421 +g tanf_inc_wife = cond(tanf_inc_wife_gen<=999997,tanf_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER22423-ER22434 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace tanf_inc_wife=tanf_inc_wife*months if per==5 //monthly +replace tanf_inc_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Other welfare +rename ER22103 otherwelfare_inc_head_gen +replace per = ER22104 +*drop if ER22105==1 //two imputed observations +g otherwelfare_inc_head = cond(otherwelfare_inc_head_gen<=999997,otherwelfare_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER22106-ER22117 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace otherwelfare_inc_head = otherwelfare_inc_head*months if per==5 //monthly +replace otherwelfare_inc_head = otherwelfare_inc_head*months*4.34 if per==3 //weekly +replace otherwelfare_inc_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER22452 otherwelfare_inc_wife_gen +replace per = ER22453 +g otherwelfare_inc_wife = cond(otherwelfare_inc_wife_gen<=999997,otherwelfare_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER22455-ER22466 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace otherwelfare_inc_wife = otherwelfare_inc_wife*months if per == 5 //monthly +replace otherwelfare_inc_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Child support +rename ER22217 childsupport_inc_head_gen +replace per = ER22218 +*drop if ER22219==1 //three imputed observations +g childsupport_inc_head = cond(childsupport_inc_head_gen<=99997,childsupport_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER22220-ER22231 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace childsupport_inc_head=childsupport_inc_head*months if per==5 //monthly +replace childsupport_inc_head=childsupport_inc_head*months*4.34 if per==3 //weekly +replace childsupport_inc_head=childsupport_inc_head*months*2.17 if per==4 //biweekly +replace childsupport_inc_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER22436 childsupport_inc_wife_gen +replace per = ER22437 +*drop if ER22438==1 //two imputed observations +g childsupport_inc_wife = cond(childsupport_inc_wife_gen<=999997,childsupport_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER22439-ER22450 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace childsupport_inc_wife=childsupport_inc_wife*months if per==5 //monthly +replace childsupport_inc_wife=childsupport_inc_wife*months*4.34 if per==3 //weekly +replace childsupport_inc_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Transfers from relatives +rename ER22249 transf_rel_head_gen +replace per = ER22250 +*drop if ER22251==1 //two imputed observations +g transf_rel_head = cond(transf_rel_head_gen<=9999997,transf_rel_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER22252-ER22263 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace transf_rel_head=transf_rel_head*months if per==5 //monthly +replace transf_rel_head=transf_rel_head*months*4.34 if per==3 //weekly +replace transf_rel_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER22484 transf_rel_wife_gen +replace per = ER22485 +g transf_rel_wife = cond(transf_rel_wife_gen<=999997,transf_rel_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER22487-ER22498{ + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace transf_rel_wife=transf_rel_wife*months if per==5 //monthly +replace transf_rel_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Supplemental Social Security +rename ER22087 ssi_head_gen +replace per = ER22088 +g ssi_head = cond(ssi_head_gen<=999997,ssi_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER22090-ER22101{ + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace ssi_head = ssi_head*months if per==5 //monthly +replace ssi_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER22404 ssi_wife_gen +replace per = ER22405 +g ssi_wife = cond(ssi_wife_gen<=999997,ssi_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER22407-ER22418 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace ssi_wife = ssi_wife*months if per==5 //monthly +replace ssi_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Social Security income (both head and wife) +rename ER24104 socsec_income_hh // no additional variable controling for "imputed or not" + +* Unemployment Benefits +rename ER22185 unemployment_inc_head_gen +replace per = ER22186 +*drop if ER22187==1 //one observation imputed +g unemployment_inc_head = cond(unemployment_inc_head_gen<=999997,unemployment_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER22188-ER22199 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace unemployment_inc_head=unemployment_inc_head*months if per==5 //monthly +replace unemployment_inc_head=unemployment_inc_head*months*4.34 if per==3 //weekly +replace unemployment_inc_head=unemployment_inc_head*months*2.17 if per==4 //biweekly +replace unemployment_inc_head= . if (NAind == 1 & per != 0 & per != 6) + +rename ER22304 unemployment_inc_wife_gen +replace per = ER22305 +g unemployment_inc_wife = cond(unemployment_inc_wife_gen<=999997,unemployment_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER22307-ER22318{ + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace unemployment_inc_wife=unemployment_inc_wife*months if per==5 //monthly +replace unemployment_inc_wife=unemployment_inc_wife*months*4.34 if per==3 //weekly +replace unemployment_inc_wife=unemployment_inc_wife*months*2.17 if per==4 //biweekly +replace unemployment_inc_wife= . if (NAind == 1 & per != 0 & per != 6) + +*Labor income +rename ER24116 labor_inc_head // no additional variable controling for "imputed or not" + +rename ER24135 labor_inc_wife +rename ER24136 labor_inc_wife_imp // multiple ways of imputation + +*IRA/Private annuities (contributions and benefits) +*rename ER22627 pension_contrib_gen //contribution +*g pension_contrib = cond(pension_contrib_gen<=999999997,pension_contrib_gen,.) +*g month_of_interview=ER21012 +*replace pension_contrib = (pension_contrib/(24+month_of_interview))*12 //adjust for an annual basis +*rename ER22632 pension_ben_gen //benefits +*g pension_ben = cond(pension_ben_gen<=999999997,pension_ben_gen,.) +*replace pension_ben = (pension_ben/(24+month_of_interview))*12 //adjust for an annual basis + +*Retirement income head +rename ER22136 nonva_retir_head_gen +replace per = ER22137 +g nonva_retir_head = cond(nonva_retir_head_gen<=999997,nonva_retir_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER22139-ER22150 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace nonva_retir_head=nonva_retir_head*months if per==5 //monthly +replace nonva_retir_head= . if (NAind == 1 & per != 0 & per != 6) + +*Annuities/IRAs head +rename ER22152 annira_head_gen +replace per = ER22153 +g annira_head = cond(annira_head_gen<=999997,annira_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER22155-ER22166 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace annira_head=annira_head*months if per==5 //monthly +replace annira_head= . if (NAind == 1 & per != 0 & per != 6) + +*Other pension head +rename ER22168 other_pen_head_gen +replace per = ER22169 +g other_pen_head = cond(other_pen_head_gen<=999997,other_pen_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER22171-ER22182 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace other_pen_head=other_pen_head*months if per==5 //monthly +replace other_pen_head= . if (NAind == 1 & per != 0 & per != 6) + +*Pension wife +rename ER22468 pension_wife_gen +replace per = ER22469 +g pension_wife = cond(pension_wife_gen<=99997,pension_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER22471-ER22482 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace pension_wife=pension_wife*months if per==5 //monthly +replace pension_wife= . if (NAind == 1 & per != 0 & per != 6) + +*Pension contribution head (required+voluntary) +rename ER22731 stat_pen_contrib_req_gen +replace per = ER22732 +gen pper = ER22733 +g stat_pen_contrib_req = cond(stat_pen_contrib_req_gen<=9999997,stat_pen_contrib_req_gen,.) +replace stat_pen_contrib_req=stat_pen_contrib_req*12 if per==5 //monthly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*4.34 if per==3 //weekly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_req=0.0541*labor_inc_head if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_req=(pper/100)*labor_inc_head if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_req=0.0541*labor_inc_head if pper==998 //DK: assign mean value of percent contributed in this year + +rename ER22735 stat_pen_contrib_vol_gen +replace per = ER22736 +replace pper = ER22737 +g stat_pen_contrib_vol = cond(stat_pen_contrib_vol_gen<=9999997,stat_pen_contrib_vol_gen,.) +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12 if per==5 //monthly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*4.34 if per==3 //weekly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_vol=0.0715*labor_inc_head if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_vol=(pper/100)*labor_inc_head if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_vol=0.0715*labor_inc_head if pper==998 //DK: assign mean value of percent contributed in this year + +gen stat_pen_contrib_head=stat_pen_contrib_vol+stat_pen_contrib_req +drop stat_pen_contrib_req stat_pen_contrib_vol stat_pen_contrib_req_gen stat_pen_contrib_vol_gen + +*Pension contribution wife (required+voluntary) +rename ER22875 stat_pen_contrib_req_gen +replace per = ER22876 +replace pper = ER22877 +g stat_pen_contrib_req = cond(stat_pen_contrib_req_gen<=9999997,stat_pen_contrib_req_gen,.) +replace stat_pen_contrib_req=stat_pen_contrib_req*12 if per==5 //monthly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*4.34 if per==3 //weekly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_req=0.0571*labor_inc_wife if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_req=(pper/100)*labor_inc_wife if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_req=0.0571*labor_inc_wife if pper==998 //DK: assign mean value of percent contributed in this year + +rename ER22879 stat_pen_contrib_vol_gen +replace per = ER22880 +replace pper = ER22881 +g stat_pen_contrib_vol = cond(stat_pen_contrib_vol_gen<=9999997,stat_pen_contrib_vol_gen,.) +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12 if per==5 //monthly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*4.34 if per==3 //weekly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_vol=0.0704*labor_inc_wife if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_vol=(pper/100)*labor_inc_wife if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_vol=0.0704*labor_inc_wife if pper==998 //DK: assign mean value of percent contributed in this year + +gen stat_pen_contrib_wife=stat_pen_contrib_vol+stat_pen_contrib_req + +*Business income (labor and asset income) +*Values are imputed in PSID +gen business_labor_income_head=ER24109 +gen business_asset_income_head=ER24110 + +gen business_labor_income_wife=ER24111 +gen business_asset_income_wife=ER24112 + + +*Drop other variables +drop ER* diff --git a/42/replication_package/data_replication/psid/raw_data/save_data_2005.do b/42/replication_package/data_replication/psid/raw_data/save_data_2005.do new file mode 100644 index 0000000000000000000000000000000000000000..7dc512c7d99502a4aeafd5bd19d35e77f54ef1c0 --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/save_data_2005.do @@ -0,0 +1,386 @@ + + +g months = 0 // initialize the number of months when a particular income was received +g NAind = 0 // initialize the indicator whether the payment was recieved that month is misreported or not +g per = 0 // temporary variable used for amt/per + + +**************************************** +*HH Characteristics +**************************************** + +*IDs +rename ER25002 fam_ID_year +rename ER25009 fam_ID_1968 +rename ER25014 year_survey + +*State of residence +rename ER25003 state_residence + +*Family Unit Size (# in FU) +rename ER25016 size_fam + +*Marital Status +rename ER25023 marital_status_head +drop if marital_status_head>7 // NA/DK + +*Number of Children +rename ER25020 children + +*Age +rename ER25017 age_head +drop if age_head == 999 // NA/DK + +*Education head +rename ER28047 ed_head +drop if ed_head == 99 // NA/DK + +*SRC participant (SRC = Survey Research Center) +keep if fam_ID_1968<=3000 + + +**************************************** +*Income Variables +**************************************** + +*VA pension (not available for spouse) +rename ER26101 vapension_inc_head_gen +replace per = ER26102 +g vapension_inc_head = cond(vapension_inc_head_gen<=999997,vapension_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER26104-ER26115 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace vapension_inc_head =vapension_inc_head*months if per==5 //monthly +replace vapension_inc_head = . if (NAind == 1 & per != 0 & per != 6) +*drop if ER26103==1 //one observation imputed + +*Workers' compensation +rename ER26182 workerscomp_inc_head_gen +replace per=ER26183 +g workerscomp_inc_head = cond(workerscomp_inc_head_gen<=999997,workerscomp_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER26185-ER26196 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace workerscomp_inc_head=workerscomp_inc_head*months if per==5 //monthly +replace workerscomp_inc_head=workerscomp_inc_head*months*2.17 if per==4 //biweekly +replace workerscomp_inc_head=workerscomp_inc_head*months*4.34 if per==3 //weekly +replace workerscomp_inc_head = . if (NAind == 1 & per!= 0 & per != 6) + +rename ER26301 workerscomp_inc_wife_gen +replace per=ER26302 +g workerscomp_inc_wife = cond(workerscomp_inc_wife_gen<=999997, workerscomp_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER26304-ER26315 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace workerscomp_inc_wife = workerscomp_inc_wife*months if per==5 //monthly +replace workerscomp_inc_wife = workerscomp_inc_wife*months*2.17 if per==4 //biweekly +replace workerscomp_inc_wife = workerscomp_inc_wife*months*4.34 if per==3 //weekly +replace workerscomp_inc_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Temporary Assistance for Needy Families +rename ER26051 tanf_inc_head_gen +replace per = ER26052 +g tanf_inc_head = cond(tanf_inc_head_gen<=999997,tanf_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER26054-ER26065 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace tanf_inc_head=tanf_inc_head*months if per==5 //monthly +replace tanf_inc_head=tanf_inc_head*months*2.17 if per==4 //biweekly +replace tanf_inc_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER26401 tanf_inc_wife_gen +replace per = ER26402 +g tanf_inc_wife = cond(tanf_inc_wife_gen<=999997,tanf_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER26404-ER26415 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace tanf_inc_wife=tanf_inc_wife*months if per==5 //monthly +replace tanf_inc_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Other welfare +rename ER26084 otherwelfare_inc_head_gen +replace per = ER26085 +g otherwelfare_inc_head = cond(otherwelfare_inc_head_gen<=999997,otherwelfare_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER26087-ER26098 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace otherwelfare_inc_head = otherwelfare_inc_head*months if per==5 //monthly +replace otherwelfare_inc_head = otherwelfare_inc_head*months*2.17 if per==4 //biweekly +replace otherwelfare_inc_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER26433 otherwelfare_inc_wife_gen +replace per = ER26434 +g otherwelfare_inc_wife = cond(otherwelfare_inc_wife_gen<=999997,otherwelfare_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER26436-ER26447 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace otherwelfare_inc_wife = otherwelfare_inc_wife*months if per == 5 //monthly +replace otherwelfare_inc_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Child support +rename ER26198 childsupport_inc_head_gen +replace per = ER26199 +g childsupport_inc_head = cond(childsupport_inc_head_gen<=999997,childsupport_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER26201-ER26212 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace childsupport_inc_head=childsupport_inc_head*months if per==5 //monthly +replace childsupport_inc_head=childsupport_inc_head*months*4.34 if per==3 //weekly +replace childsupport_inc_head=childsupport_inc_head*months*2.17 if per==4 //biweekly +replace childsupport_inc_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER26417 childsupport_inc_wife_gen +replace per = ER26418 +g childsupport_inc_wife = cond(childsupport_inc_wife_gen<=999997,childsupport_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER26420-ER26431 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace childsupport_inc_wife=childsupport_inc_wife*months if per==5 //monthly +replace childsupport_inc_wife=childsupport_inc_wife*months*4.34 if per==3 //weekly +replace childsupport_inc_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Transfers from relatives +rename ER26230 transf_rel_head_gen +replace per = ER26231 +g transf_rel_head = cond(transf_rel_head_gen<=999997,transf_rel_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER26233-ER26244 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace transf_rel_head=transf_rel_head*months if per==5 //monthly +replace transf_rel_head=transf_rel_head*months*4.34 if per==3 //weekly +replace transf_rel_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER26465 transf_rel_wife_gen +replace per = ER26466 +g transf_rel_wife = cond(transf_rel_wife_gen<=999997,transf_rel_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER26468-ER26479{ + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace transf_rel_wife=transf_rel_wife*months if per==5 //monthly +replace transf_rel_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Supplemental Social Security +rename ER26068 ssi_head_gen +replace per = ER26069 +*drop if ER26070==1 //one observation imputed +g ssi_head = cond(ssi_head_gen<=999997,ssi_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER26071-ER26082{ + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace ssi_head = ssi_head*months if per==5 //monthly +replace ssi_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER26385 ssi_wife_gen +replace per = ER26386 +g ssi_wife = cond(ssi_wife_gen<=999997,ssi_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER26388-ER26399 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace ssi_wife = ssi_wife*months if per==5 //monthly +replace ssi_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Social Security income (have to assign new series, old series discontinued) +*head+wife+others +gen socsec_income_hh=ER28031+ER28033+ER28035 +gen socsec_income_hh_imp=0 if (ER28032==0 & ER28034==0 & ER28036==0) +replace socsec_income_hh_imp=1 if socsec_income_hh_imp==. + +* Unemployment Benefits +rename ER26166 unemployment_inc_head_gen +replace per = ER26167 +*drop if ER26168==1 //three observation imputed +g unemployment_inc_head = cond(unemployment_inc_head_gen<=999997,unemployment_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER26169-ER26180 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace unemployment_inc_head=unemployment_inc_head*months if per==5 //monthly +replace unemployment_inc_head=unemployment_inc_head*months*4.34 if per==3 //weekly +replace unemployment_inc_head=unemployment_inc_head*months*2.17 if per==4 //biweekly +replace unemployment_inc_head= . if (NAind == 1 & per != 0 & per != 6) + +rename ER26285 unemployment_inc_wife_gen +replace per = ER26286 +g unemployment_inc_wife = cond(unemployment_inc_wife_gen<=999997,unemployment_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER26288-ER26299{ + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace unemployment_inc_wife=unemployment_inc_wife*months if per==5 //monthly +replace unemployment_inc_wife=unemployment_inc_wife*months*4.34 if per==3 //weekly +replace unemployment_inc_wife=unemployment_inc_wife*months*2.17 if per==4 //biweekly +replace unemployment_inc_wife= . if (NAind == 1 & per != 0 & per != 6) +*drop if ER26287==5 //one observation=wild card + +*Labor income +rename ER27931 labor_inc_head // no additional variable controling for "imputed or not" + +rename ER27943 labor_inc_wife +rename ER27944 labor_inc_wife_imp // multiple ways of imputation + +*IRA/Private annuities (contributions and benefits) +*rename ER26608 pension_contrib_gen //contribution +*g pension_contrib = cond(pension_contrib_gen<=999999997,pension_contrib_gen,.) +*g month_of_interview=ER25012 +*replace pension_contrib = (pension_contrib/(24+month_of_interview))*12 //adjust for an annual basis +*rename ER26613 pension_ben_gen //benefits +*g pension_ben = cond(pension_ben_gen<=999999997,pension_ben_gen,.) +*replace pension_ben = (pension_ben/(24+month_of_interview))*12 //adjust for an annual basis + +*Retirement income head +rename ER26117 nonva_retir_head_gen +replace per = ER26118 +g nonva_retir_head = cond(nonva_retir_head_gen<=999997,nonva_retir_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER26120-ER26131 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace nonva_retir_head=nonva_retir_head*months if per==5 //monthly +replace nonva_retir_head= . if (NAind == 1 & per != 0 & per != 6) + +*Annuities/IRAs head +rename ER26133 annira_head_gen +replace per = ER26134 +g annira_head = cond(annira_head_gen<=999997,annira_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER26136-ER26147 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace annira_head=annira_head*months if per==5 //monthly +replace annira_head= . if (NAind == 1 & per != 0 & per != 6) + +*Other pension head +rename ER26149 other_pen_head_gen +replace per = ER26150 +g other_pen_head = cond(other_pen_head_gen<=999997,other_pen_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER26152-ER26163 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace other_pen_head=other_pen_head*months if per==5 //monthly +replace other_pen_head= . if (NAind == 1 & per != 0 & per != 6) + +*Pension wife +rename ER26449 pension_wife_gen +replace per = ER26450 +g pension_wife = cond(pension_wife_gen<=999997,pension_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER26452-ER26463 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace pension_wife=pension_wife*months if per==5 //monthly +replace pension_wife= . if (NAind == 1 & per != 0 & per != 6) + +*Pension contribution head (required+voluntary) +rename ER26712 stat_pen_contrib_req_gen +replace per = ER26713 +gen pper = ER26714 +g stat_pen_contrib_req = cond(stat_pen_contrib_req_gen<=9999997,stat_pen_contrib_req_gen,.) +replace stat_pen_contrib_req=stat_pen_contrib_req*12 if per==5 //monthly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*4.34 if per==3 //weekly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_req=0.0564*labor_inc_head if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_req=(pper/100)*labor_inc_head if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_req=0.0564*labor_inc_head if pper==998 //DK: assign mean value of percent contributed in this year + +rename ER26716 stat_pen_contrib_vol_gen +replace per = ER26717 +replace pper = ER26718 +g stat_pen_contrib_vol = cond(stat_pen_contrib_vol_gen<=9999997,stat_pen_contrib_vol_gen,.) +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12 if per==5 //monthly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*4.34 if per==3 //weekly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_vol=0.0687*labor_inc_head if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_vol=(pper/100)*labor_inc_head if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_vol=0.0687*labor_inc_head if pper==998 //DK: assign mean value of percent contributed in this year + +gen stat_pen_contrib_head=stat_pen_contrib_vol+stat_pen_contrib_req +drop stat_pen_contrib_req stat_pen_contrib_vol stat_pen_contrib_req_gen stat_pen_contrib_vol_gen + +*Pension contribution wife (required+voluntary) +rename ER26856 stat_pen_contrib_req_gen +replace per = ER26857 +replace pper = ER26858 +g stat_pen_contrib_req = cond(stat_pen_contrib_req_gen<=9999997,stat_pen_contrib_req_gen,.) +replace stat_pen_contrib_req=stat_pen_contrib_req*12 if per==5 //monthly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*4.34 if per==3 //weekly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_req=0.0598*labor_inc_wife if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_req=(pper/100)*labor_inc_wife if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_req=0.0598*labor_inc_wife if pper==998 //DK: assign mean value of percent contributed in this year + +rename ER26860 stat_pen_contrib_vol_gen +replace per = ER26861 +replace pper = ER26862 +g stat_pen_contrib_vol = cond(stat_pen_contrib_vol_gen<=9999997,stat_pen_contrib_vol_gen,.) +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12 if per==5 //monthly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*4.34 if per==3 //weekly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_vol=0.0711*labor_inc_wife if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_vol=(pper/100)*labor_inc_wife if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_vol=0.0711*labor_inc_wife if pper==998 //DK: assign mean value of percent contributed in this year + +gen stat_pen_contrib_wife=stat_pen_contrib_vol+stat_pen_contrib_req + +*Business income (labor and asset income) +*Values are imputed in PSID +gen business_labor_income_head=ER27910 +gen business_asset_income_head=ER27911 + +gen business_labor_income_wife=ER27940 +gen business_asset_income_wife=ER27941 + + +*Drop other variables +drop ER* diff --git a/42/replication_package/data_replication/psid/raw_data/save_data_2007.do b/42/replication_package/data_replication/psid/raw_data/save_data_2007.do new file mode 100644 index 0000000000000000000000000000000000000000..0566b616eb41900c217369237c154dcdadf0e6b5 --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/save_data_2007.do @@ -0,0 +1,384 @@ + + +g months = 0 // initialize the number of months when a particular income was received +g NAind = 0 // initialize the indicator whether the payment was recieved that month is misreported or not +g per = 0 // temporary variable used for amt/per + +**************************************** +*HH Characteristics +**************************************** + +*IDs +rename ER36002 fam_ID_year +rename ER36009 fam_ID_1968 +rename ER36014 year_survey + +*State of residence +rename ER36003 state_residence + +*Family Unit Size (# in FU) +rename ER36016 size_fam + +*Marital Status +rename ER36023 marital_status_head +drop if marital_status_head>7 // NA/DK + +*Number of Children +rename ER36020 children + +*Age +rename ER36017 age_head +drop if age_head == 999 // NA/DK + +*Education head +rename ER41037 ed_head +drop if ed_head == 99 // NA/DK + +*SRC participant (SRC = Survey Research Center) +keep if fam_ID_1968<=3000 + + +**************************************** +*Income Variables +**************************************** + +*VA pension (not available for spouse) +rename ER37119 vapension_inc_head_gen +replace per = ER37120 +g vapension_inc_head = cond(vapension_inc_head_gen<=999997,vapension_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER37122-ER37133 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace vapension_inc_head =vapension_inc_head*months if per==5 //monthly +replace vapension_inc_head = . if (NAind == 1 & per != 0 & per != 6) + +*Workers' compensation +rename ER37200 workerscomp_inc_head_gen +replace per=ER37201 +g workerscomp_inc_head = cond(workerscomp_inc_head_gen<=999997,workerscomp_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER37203-ER37214 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace workerscomp_inc_head=workerscomp_inc_head*months if per==5 //monthly +replace workerscomp_inc_head = . if (NAind == 1 & per!= 0 & per != 6) + +rename ER37319 workerscomp_inc_wife_gen +replace per=ER37320 +g workerscomp_inc_wife = cond(workerscomp_inc_wife_gen<=999997, workerscomp_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER37322-ER37333 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace workerscomp_inc_wife = workerscomp_inc_wife*months if per==5 //monthly +replace workerscomp_inc_wife = workerscomp_inc_wife*months*2.17 if per==4 //biweekly +replace workerscomp_inc_wife = workerscomp_inc_wife*months*4.34 if per==3 //weekly +replace workerscomp_inc_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Temporary Assistance for Needy Families +rename ER37069 tanf_inc_head_gen +replace per = ER37070 +g tanf_inc_head = cond(tanf_inc_head_gen<=999997,tanf_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER37072-ER37083 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace tanf_inc_head=tanf_inc_head*months if per==5 //monthly +replace tanf_inc_head=tanf_inc_head*months*2.17 if per==4 //biweekly +replace tanf_inc_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER37419 tanf_inc_wife_gen +replace per = ER37420 +g tanf_inc_wife = cond(tanf_inc_wife_gen<=999997,tanf_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER37422-ER37433 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace tanf_inc_wife=tanf_inc_wife*months if per==5 //monthly +replace tanf_inc_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Other welfare +rename ER37102 otherwelfare_inc_head_gen +replace per = ER37103 +g otherwelfare_inc_head = cond(otherwelfare_inc_head_gen<=999997,otherwelfare_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER37105-ER37116 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace otherwelfare_inc_head = otherwelfare_inc_head*months if per==5 //monthly +replace otherwelfare_inc_head = otherwelfare_inc_head*months*2.17 if per==4 //biweekly +replace otherwelfare_inc_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER37451 otherwelfare_inc_wife_gen +replace per = ER37452 +g otherwelfare_inc_wife = cond(otherwelfare_inc_wife_gen<=999997,otherwelfare_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER37454-ER37465 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace otherwelfare_inc_wife = otherwelfare_inc_wife*months if per == 5 //monthly +replace otherwelfare_inc_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Child support +rename ER37216 childsupport_inc_head_gen +replace per = ER37217 +*drop if ER37218==1 // one observation imputed +g childsupport_inc_head = cond(childsupport_inc_head_gen<=999997,childsupport_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER37219-ER37230 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace childsupport_inc_head=childsupport_inc_head*months if per==5 //monthly +replace childsupport_inc_head=childsupport_inc_head*months*4.34 if per==3 //weekly +replace childsupport_inc_head=childsupport_inc_head*months*2.17 if per==4 //biweekly +replace childsupport_inc_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER37435 childsupport_inc_wife_gen +replace per = ER37436 +*drop if ER37437==1 //one observation imputed +g childsupport_inc_wife = cond(childsupport_inc_wife_gen<=999997,childsupport_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER37438-ER37449 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace childsupport_inc_wife=childsupport_inc_wife*months if per==5 //monthly +replace childsupport_inc_wife=childsupport_inc_wife*months*4.34 if per==3 //weekly +replace childsupport_inc_wife=childsupport_inc_wife*months*2.17 if per==4 //biweekly +replace childsupport_inc_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Transfers from relatives +rename ER37248 transf_rel_head_gen +replace per = ER37249 +g transf_rel_head = cond(transf_rel_head_gen<=999997,transf_rel_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER37251-ER37262 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace transf_rel_head=transf_rel_head*months if per==5 //monthly +replace transf_rel_head=transf_rel_head*months*4.34 if per==3 //weekly +replace transf_rel_head=transf_rel_head*months*2.17 if per==4 //biweekly +replace transf_rel_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER37483 transf_rel_wife_gen +replace per = ER37484 +g transf_rel_wife = cond(transf_rel_wife_gen<=999997,transf_rel_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER37486-ER37497{ + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace transf_rel_wife=transf_rel_wife*months if per==5 //monthly +replace transf_rel_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Supplemental Social Security +rename ER37086 ssi_head_gen +replace per = ER37087 +g ssi_head = cond(ssi_head_gen<=999997,ssi_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER37089-ER37100{ + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace ssi_head = ssi_head*months if per==5 //monthly +replace ssi_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER37403 ssi_wife_gen +replace per = ER37404 +g ssi_wife = cond(ssi_wife_gen<=999997,ssi_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER37406-ER37417 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace ssi_wife = ssi_wife*months if per==5 //monthly +replace ssi_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Social Security income (have to assign new series, old series discontinued) +*head+wife+others +gen socsec_income_hh=ER41021+ER41023+ER41025 +gen socsec_income_hh_imp=0 if (ER41022==0 & ER41024==0 & ER41026==0) +replace socsec_income_hh_imp=1 if socsec_income_hh_imp==. + +* Unemployment Benefits +rename ER37184 unemployment_inc_head_gen +replace per = ER37185 +g unemployment_inc_head = cond(unemployment_inc_head_gen<=999997,unemployment_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER37187-ER37198 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace unemployment_inc_head=unemployment_inc_head*months if per==5 //monthly +replace unemployment_inc_head=unemployment_inc_head*months*4.34 if per==3 //weekly +replace unemployment_inc_head=unemployment_inc_head*months*2.17 if per==4 //biweekly +replace unemployment_inc_head= . if (NAind == 1 & per != 0 & per != 6) + +rename ER37303 unemployment_inc_wife_gen +replace per = ER37304 +g unemployment_inc_wife = cond(unemployment_inc_wife_gen<=999997,unemployment_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER37306-ER37317{ + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace unemployment_inc_wife=unemployment_inc_wife*months if per==5 //monthly +replace unemployment_inc_wife=unemployment_inc_wife*months*4.34 if per==3 //weekly +replace unemployment_inc_wife=unemployment_inc_wife*months*2.17 if per==4 //biweekly +replace unemployment_inc_wife= . if (NAind == 1 & per != 0 & per != 6) + + +*Labor income +rename ER40921 labor_inc_head // no additional variable controling for "imputed or not" + +rename ER40933 labor_inc_wife +rename ER40934 labor_inc_wife_imp // multiple ways of imputation + +*IRA/Private annuities (contributions and benefits) +*rename ER37626 pension_contrib_gen //contribution +*g pension_contrib = cond(pension_contrib_gen<=999999997,pension_contrib_gen,.) +*g month_of_interview=ER36012 +*replace pension_contrib = (pension_contrib/(24+month_of_interview))*12 //adjust for an annual basis +*rename ER37631 pension_ben_gen //benefits +*g pension_ben = cond(pension_ben_gen<=999999997,pension_ben_gen,.) +*replace pension_ben = (pension_ben/(24+month_of_interview))*12 //adjust for an annual basis + +*Retirement income head +rename ER37135 nonva_retir_head_gen +replace per = ER37136 +g nonva_retir_head = cond(nonva_retir_head_gen<=999997,nonva_retir_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER37138-ER37149 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace nonva_retir_head=nonva_retir_head*months if per==5 //monthly +replace nonva_retir_head= . if (NAind == 1 & per != 0 & per != 6) + +*Annuities/IRAs head +rename ER37151 annira_head_gen +replace per = ER37152 +g annira_head = cond(annira_head_gen<=999997,annira_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER37154-ER37165 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace annira_head=annira_head*months if per==5 //monthly +replace annira_head= . if (NAind == 1 & per != 0 & per != 6) + +*Other pension head +rename ER37167 other_pen_head_gen +replace per = ER37168 +g other_pen_head = cond(other_pen_head_gen<=999997,other_pen_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER37170-ER37181 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace other_pen_head=other_pen_head*months if per==5 //monthly +replace other_pen_head= . if (NAind == 1 & per != 0 & per != 6) + +*Pension wife +rename ER37467 pension_wife_gen +replace per = ER37468 +g pension_wife = cond(pension_wife_gen<=999997,pension_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER37470-ER37481 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace pension_wife=pension_wife*months if per==5 //monthly +replace pension_wife= . if (NAind == 1 & per != 0 & per != 6) + +*Pension contribution head (required+voluntary) +rename ER37748 stat_pen_contrib_req_gen +replace per = ER37749 +gen pper = ER37750 +g stat_pen_contrib_req = cond(stat_pen_contrib_req_gen<=9999997,stat_pen_contrib_req_gen,.) +replace stat_pen_contrib_req=stat_pen_contrib_req*12 if per==5 //monthly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*4.34 if per==3 //weekly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_req=0.0582*labor_inc_head if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_req=(pper/100)*labor_inc_head if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_req=0.0582*labor_inc_head if pper==998 //DK: assign mean value of percent contributed in this year + +rename ER37752 stat_pen_contrib_vol_gen +replace per = ER37753 +replace pper = ER37754 +g stat_pen_contrib_vol = cond(stat_pen_contrib_vol_gen<=9999997,stat_pen_contrib_vol_gen,.) +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12 if per==5 //monthly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*4.34 if per==3 //weekly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_vol=0.071*labor_inc_head if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_vol=(pper/100)*labor_inc_head if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_vol=0.071*labor_inc_head if pper==998 //DK: assign mean value of percent contributed in this year + +gen stat_pen_contrib_head=stat_pen_contrib_vol+stat_pen_contrib_req +drop stat_pen_contrib_req stat_pen_contrib_vol stat_pen_contrib_req_gen stat_pen_contrib_vol_gen + +*Pension contribution wife (required+voluntary) +rename ER37980 stat_pen_contrib_req_gen +replace per = ER37981 +replace pper = ER37982 +g stat_pen_contrib_req = cond(stat_pen_contrib_req_gen<=9999997,stat_pen_contrib_req_gen,.) +replace stat_pen_contrib_req=stat_pen_contrib_req*12 if per==5 //monthly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*4.34 if per==3 //weekly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_req=0.0589*labor_inc_wife if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_req=(pper/100)*labor_inc_wife if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_req=0.0589*labor_inc_wife if pper==998 //DK: assign mean value of percent contributed in this year + +rename ER37984 stat_pen_contrib_vol_gen +replace per = ER37985 +replace pper = ER37986 +g stat_pen_contrib_vol = cond(stat_pen_contrib_vol_gen<=9999997,stat_pen_contrib_vol_gen,.) +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12 if per==5 //monthly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*4.34 if per==3 //weekly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_vol=0.0701*labor_inc_wife if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_vol=(pper/100)*labor_inc_wife if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_vol=0.0701*labor_inc_wife if pper==998 //DK: assign mean value of percent contributed in this year + +gen stat_pen_contrib_wife=stat_pen_contrib_vol+stat_pen_contrib_req + +*Business income (labor and asset income) +*Values are imputed in PSID +gen business_labor_income_head=ER40900 +gen business_asset_income_head=ER40901 + +gen business_labor_income_wife=ER40930 +gen business_asset_income_wife=ER40931 + + +*Drop other variables +drop ER* diff --git a/42/replication_package/data_replication/psid/raw_data/save_data_2009.do b/42/replication_package/data_replication/psid/raw_data/save_data_2009.do new file mode 100644 index 0000000000000000000000000000000000000000..09655b0feb3cb667145163ceedc433c7f981da44 --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/save_data_2009.do @@ -0,0 +1,386 @@ + + +g months = 0 // initialize the number of months when a particular income was received +g NAind = 0 // initialize the indicator whether the payment was recieved that month is misreported or not +g per = 0 // temporary variable used for amt/per + + +**************************************** +*HH Characteristics +**************************************** + +*IDs +rename ER42002 fam_ID_year +rename ER42009 fam_ID_1968 +rename ER42014 year_survey + +*State of residence +rename ER42003 state_residence + +*Family Unit Size (# in FU) +rename ER42016 size_fam + +*Marital Status +rename ER42023 marital_status_head +drop if marital_status_head>7 // NA/DK + +*Number of Children +rename ER42020 children + +*Age +rename ER42017 age_head +drop if age_head == 999 // NA/DK + +*Education head +rename ER46981 ed_head +drop if ed_head == 99 // NA/DK + +*SRC participant (SRC = Survey Research Center) +keep if fam_ID_1968<=3000 + + +**************************************** +*Income Variables +**************************************** + +*VA pension (not available for spouse) +rename ER43110 vapension_inc_head_gen +replace per = ER43111 +g vapension_inc_head = cond(vapension_inc_head_gen<=999997,vapension_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER43113-ER43124 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace vapension_inc_head =vapension_inc_head*months if per==5 //monthly +replace vapension_inc_head = . if (NAind == 1 & per != 0 & per != 6) + +*Workers' compensation +rename ER43191 workerscomp_inc_head_gen +replace per=ER43192 +g workerscomp_inc_head = cond(workerscomp_inc_head_gen<=999997,workerscomp_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER43194-ER43205 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace workerscomp_inc_head=workerscomp_inc_head*months if per==5 //monthly +replace workerscomp_inc_head=workerscomp_inc_head*months*4.34 if per==3 //weekly +replace workerscomp_inc_head = . if (NAind == 1 & per!= 0 & per != 6) + +rename ER43310 workerscomp_inc_wife_gen +replace per=ER43311 +g workerscomp_inc_wife = cond(workerscomp_inc_wife_gen<=999997, workerscomp_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER43313-ER43324 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace workerscomp_inc_wife = workerscomp_inc_wife*months if per==5 //monthly +replace workerscomp_inc_wife = workerscomp_inc_wife*months*2.17 if per==4 //biweekly +replace workerscomp_inc_wife = workerscomp_inc_wife*months*4.34 if per==3 //weekly +replace workerscomp_inc_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Temporary Assistance for Needy Families +rename ER43060 tanf_inc_head_gen +replace per = ER43061 +*drop if ER43062==1 //one observation imputed +g tanf_inc_head = cond(tanf_inc_head_gen<=999997,tanf_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER43063-ER43074 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace tanf_inc_head=tanf_inc_head*months if per==5 //monthly +replace tanf_inc_head=tanf_inc_head*months*2.17 if per==4 //biweekly +replace tanf_inc_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER43410 tanf_inc_wife_gen +replace per = ER43411 +g tanf_inc_wife = cond(tanf_inc_wife_gen<=999997,tanf_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER43413-ER43424 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace tanf_inc_wife=tanf_inc_wife*months if per==5 //monthly +replace tanf_inc_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Other welfare +rename ER43093 otherwelfare_inc_head_gen +replace per = ER43094 +g otherwelfare_inc_head = cond(otherwelfare_inc_head_gen<=999997,otherwelfare_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER43096-ER43107 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace otherwelfare_inc_head = otherwelfare_inc_head*months if per==5 //monthly +replace otherwelfare_inc_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER43442 otherwelfare_inc_wife_gen +replace per = ER43443 +g otherwelfare_inc_wife = cond(otherwelfare_inc_wife_gen<=999997,otherwelfare_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER43445-ER43456 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace otherwelfare_inc_wife = otherwelfare_inc_wife*months if per == 5 //monthly +replace otherwelfare_inc_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Child support +rename ER43207 childsupport_inc_head_gen +replace per = ER43208 +g childsupport_inc_head = cond(childsupport_inc_head_gen<=999997,childsupport_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER43210-ER43221 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace childsupport_inc_head=childsupport_inc_head*months if per==5 //monthly +replace childsupport_inc_head=childsupport_inc_head*months*4.34 if per==3 //weekly +replace childsupport_inc_head=childsupport_inc_head*months*2.17 if per==4 //biweekly +replace childsupport_inc_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER43426 childsupport_inc_wife_gen +replace per = ER43427 +*drop if ER43428==1 //one observation imputed +g childsupport_inc_wife = cond(childsupport_inc_wife_gen<=999997,childsupport_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER43429-ER43440 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace childsupport_inc_wife=childsupport_inc_wife*months if per==5 //monthly +replace childsupport_inc_wife=childsupport_inc_wife*months*4.34 if per==3 //weekly +replace childsupport_inc_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Transfers from relatives +rename ER43239 transf_rel_head_gen +replace per = ER43240 +*drop if ER43241==1 //two observations imputed +g transf_rel_head = cond(transf_rel_head_gen<=999997,transf_rel_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER43242-ER43253 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace transf_rel_head=transf_rel_head*months if per==5 //monthly +replace transf_rel_head=transf_rel_head*months*4.34 if per==3 //weekly +replace transf_rel_head=transf_rel_head*months*2.17 if per==4 //biweekly +replace transf_rel_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER43474 transf_rel_wife_gen +replace per = ER43475 +g transf_rel_wife = cond(transf_rel_wife_gen<=999997,transf_rel_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER43477-ER43488{ + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace transf_rel_wife=transf_rel_wife*months if per==5 //monthly +replace transf_rel_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Supplemental Social Security +rename ER43077 ssi_head_gen +replace per = ER43078 +g ssi_head = cond(ssi_head_gen<=999997,ssi_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER43080-ER43091{ + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace ssi_head = ssi_head*months if per==5 //monthly +replace ssi_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER43394 ssi_wife_gen +replace per = ER43395 +g ssi_wife = cond(ssi_wife_gen<=999997,ssi_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER43397-ER43408 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace ssi_wife = ssi_wife*months if per==5 //monthly +replace ssi_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Social Security income (have to assign new series, old series discontinued) +*head+wife+others +gen socsec_income_hh=ER46929+ER46931+ER46933 +gen socsec_income_hh_imp=0 if (ER46930==0 & ER46932==0 & ER46934==0) +replace socsec_income_hh_imp=1 if socsec_income_hh_imp==. + +* Unemployment Benefits +rename ER43175 unemployment_inc_head_gen +replace per = ER43176 +*drop if ER43177==1 //three observation imputed +g unemployment_inc_head = cond(unemployment_inc_head_gen<=999997,unemployment_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER43178-ER43189 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace unemployment_inc_head=unemployment_inc_head*months if per==5 //monthly +replace unemployment_inc_head=unemployment_inc_head*months*4.34 if per==3 //weekly +replace unemployment_inc_head=unemployment_inc_head*months*2.17 if per==4 //biweekly +replace unemployment_inc_head= . if (NAind == 1 & per != 0 & per != 6) + +rename ER43294 unemployment_inc_wife_gen +replace per = ER43295 +g unemployment_inc_wife = cond(unemployment_inc_wife_gen<=999997,unemployment_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER43297-ER43308{ + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace unemployment_inc_wife=unemployment_inc_wife*months if per==5 //monthly +replace unemployment_inc_wife=unemployment_inc_wife*months*4.34 if per==3 //weekly +replace unemployment_inc_wife=unemployment_inc_wife*months*2.17 if per==4 //biweekly +replace unemployment_inc_wife= . if (NAind == 1 & per != 0 & per != 6) + +*Labor income +rename ER46829 labor_inc_head // no additional variable controling for "imputed or not" + +rename ER46841 labor_inc_wife +rename ER46842 labor_inc_wife_imp // multiple ways of imputation + +*IRA/Private annuities (contributions and benefits) +*rename ER43617 pension_contrib_gen //contribution +*g pension_contrib = cond(pension_contrib_gen<=999999997,pension_contrib_gen,.) +*g month_of_interview=ER42012 +*replace pension_contrib = (pension_contrib/(24+month_of_interview))*12 //adjust for an annual basis +*rename ER43622 pension_ben_gen //benefits +*g pension_ben = cond(pension_ben_gen<=999999997,pension_ben_gen,.) +*replace pension_ben = (pension_ben/(24+month_of_interview))*12 //adjust for an annual basis + +*Retirement income head +rename ER43126 nonva_retir_head_gen +replace per = ER43127 +g nonva_retir_head = cond(nonva_retir_head_gen<=999997,nonva_retir_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER43129-ER43140 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace nonva_retir_head=nonva_retir_head*months if per==5 //monthly +replace nonva_retir_head= . if (NAind == 1 & per != 0 & per != 6) + +*Annuities/IRAs head +rename ER43142 annira_head_gen +replace per = ER43143 +g annira_head = cond(annira_head_gen<=999997,annira_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER43145-ER43156 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace annira_head=annira_head*months if per==5 //monthly +replace annira_head= . if (NAind == 1 & per != 0 & per != 6) + +*Other pension head +rename ER43158 other_pen_head_gen +replace per = ER43159 +g other_pen_head = cond(other_pen_head_gen<=999997,other_pen_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER43161-ER43172 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace other_pen_head=other_pen_head*months if per==5 //monthly +replace other_pen_head= . if (NAind == 1 & per != 0 & per != 6) + +*Pension wife +rename ER43458 pension_wife_gen +replace per = ER43459 +g pension_wife = cond(pension_wife_gen<=999997,pension_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER43461-ER43472 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace pension_wife=pension_wife*months if per==5 //monthly +replace pension_wife= . if (NAind == 1 & per != 0 & per != 6) + +*Pension contribution head (required+voluntary) +rename ER43721 stat_pen_contrib_req_gen +replace per = ER43722 +gen pper = ER43723 +g stat_pen_contrib_req = cond(stat_pen_contrib_req_gen<=9999997,stat_pen_contrib_req_gen,.) +replace stat_pen_contrib_req=stat_pen_contrib_req*12 if per==5 //monthly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*4.34 if per==3 //weekly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_req=0.0559*labor_inc_head if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_req=(pper/100)*labor_inc_head if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_req=0.0559*labor_inc_head if pper==998 //DK: assign mean value of percent contributed in this year + +rename ER43725 stat_pen_contrib_vol_gen +replace per = ER43726 +replace pper = ER43727 +g stat_pen_contrib_vol = cond(stat_pen_contrib_vol_gen<=9999997,stat_pen_contrib_vol_gen,.) +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12 if per==5 //monthly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*4.34 if per==3 //weekly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_vol=0.0675*labor_inc_head if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_vol=(pper/100)*labor_inc_head if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_vol=0.0675*labor_inc_head if pper==998 //DK: assign mean value of percent contributed in this year + +gen stat_pen_contrib_head=stat_pen_contrib_vol+stat_pen_contrib_req +drop stat_pen_contrib_req stat_pen_contrib_vol stat_pen_contrib_req_gen stat_pen_contrib_vol_gen + +*Pension contribution wife (required+voluntary) +rename ER43953 stat_pen_contrib_req_gen +replace per = ER43954 +replace pper = ER43955 +g stat_pen_contrib_req = cond(stat_pen_contrib_req_gen<=9999997,stat_pen_contrib_req_gen,.) +replace stat_pen_contrib_req=stat_pen_contrib_req*12 if per==5 //monthly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*4.34 if per==3 //weekly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_req=0.0562*labor_inc_wife if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_req=(pper/100)*labor_inc_wife if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_req=0.0562*labor_inc_wife if pper==998 //DK: assign mean value of percent contributed in this year + +rename ER43957 stat_pen_contrib_vol_gen +replace per = ER43958 +replace pper = ER43959 +g stat_pen_contrib_vol = cond(stat_pen_contrib_vol_gen<=9999997,stat_pen_contrib_vol_gen,.) +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12 if per==5 //monthly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*4.34 if per==3 //weekly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_vol=0.0647*labor_inc_wife if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_vol=(pper/100)*labor_inc_wife if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_vol=0.0647*labor_inc_wife if pper==998 //DK: assign mean value of percent contributed in this year + +gen stat_pen_contrib_wife=stat_pen_contrib_vol+stat_pen_contrib_req + +*Business income (labor and asset income) +*Values are imputed in PSID +gen business_labor_income_head=ER46808 +gen business_asset_income_head=ER46809 + +gen business_labor_income_wife=ER46838 +gen business_asset_income_wife=ER46839 + + +*Drop other variables +drop ER* + diff --git a/42/replication_package/data_replication/psid/raw_data/save_data_2011.do b/42/replication_package/data_replication/psid/raw_data/save_data_2011.do new file mode 100644 index 0000000000000000000000000000000000000000..5d578d41b06394fe8e747b23bb3370501f104dcd --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/save_data_2011.do @@ -0,0 +1,389 @@ + + +g months = 0 // initialize the number of months when a particular income was received +g NAind = 0 // initialize the indicator whether the payment was recieved that month is misreported or not +g per = 0 // temporary variable used for amt/per + + +**************************************** +*HH Characteristics +**************************************** + +*IDs +rename ER47302 fam_ID_year +rename ER47309 fam_ID_1968 +rename ER47314 year_survey + +*State of residence +rename ER47303 state_residence + +*Family Unit Size (# in FU) +rename ER47316 size_fam + +*Marital Status +rename ER47323 marital_status_head +drop if marital_status_head>7 // NA/DK + +*Number of Children +rename ER47320 children + +*Age +rename ER47317 age_head +drop if age_head == 999 // NA/DK + +*Education head +rename ER52405 ed_head +drop if ed_head == 99 // NA/DK + +*SRC participant (SRC = Survey Research Center) +keep if fam_ID_1968<=3000 + + +**************************************** +*Income Variables +**************************************** + +*VA pension (not available for spouse) +rename ER48435 vapension_inc_head_gen +replace per = ER48436 +g vapension_inc_head = cond(vapension_inc_head_gen<=999997,vapension_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER48438-ER48449 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace vapension_inc_head =vapension_inc_head*months if per==5 //monthly +replace vapension_inc_head = . if (NAind == 1 & per != 0 & per != 6) + +*Workers' compensation +rename ER48516 workerscomp_inc_head_gen +replace per=ER48517 +*drop if ER48518==1 //one observation imputed +g workerscomp_inc_head = cond(workerscomp_inc_head_gen<=999997,workerscomp_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER48519-ER48530 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace workerscomp_inc_head=workerscomp_inc_head*months if per==5 //monthly +replace workerscomp_inc_head=workerscomp_inc_head*months*4.34 if per==3 //weekly +replace workerscomp_inc_head = . if (NAind == 1 & per!= 0 & per != 6) + +rename ER48635 workerscomp_inc_wife_gen +replace per=ER48636 +g workerscomp_inc_wife = cond(workerscomp_inc_wife_gen<=999997, workerscomp_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER48638-ER48649 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace workerscomp_inc_wife = workerscomp_inc_wife*months if per==5 //monthly +replace workerscomp_inc_wife = workerscomp_inc_wife*months*2.17 if per==4 //biweekly +replace workerscomp_inc_wife = workerscomp_inc_wife*months*4.34 if per==3 //weekly +replace workerscomp_inc_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Temporary Assistance for Needy Families +rename ER48382 tanf_inc_head_gen +replace per = ER48383 +*drop if ER48384==1 //one observation imputed +g tanf_inc_head = cond(tanf_inc_head_gen<=999997,tanf_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER48385-ER48396 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace tanf_inc_head=tanf_inc_head*months if per==5 //monthly +replace tanf_inc_head=tanf_inc_head*months*2.17 if per==4 //biweekly +replace tanf_inc_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER48735 tanf_inc_wife_gen +replace per = ER48736 +g tanf_inc_wife = cond(tanf_inc_wife_gen<=999997,tanf_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER48738-ER48749 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace tanf_inc_wife=tanf_inc_wife*months if per==5 //monthly +replace tanf_inc_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Other welfare +rename ER48415 otherwelfare_inc_head_gen +replace per = ER48416 +g otherwelfare_inc_head = cond(otherwelfare_inc_head_gen<=999997,otherwelfare_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER48418-ER48429 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace otherwelfare_inc_head = otherwelfare_inc_head*months if per==5 //monthly +replace otherwelfare_inc_head = otherwelfare_inc_head*months*2.17 if per==4 //biweekly +replace otherwelfare_inc_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER48767 otherwelfare_inc_wife_gen +replace per = ER48768 +g otherwelfare_inc_wife = cond(otherwelfare_inc_wife_gen<=999997,otherwelfare_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER48770-ER48781 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace otherwelfare_inc_wife = otherwelfare_inc_wife*months if per == 5 //monthly +replace otherwelfare_inc_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Child support +rename ER48532 childsupport_inc_head_gen +replace per = ER48533 +g childsupport_inc_head = cond(childsupport_inc_head_gen<=999997,childsupport_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER48535-ER48546 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace childsupport_inc_head=childsupport_inc_head*months if per==5 //monthly +replace childsupport_inc_head=childsupport_inc_head*months*4.34 if per==3 //weekly +replace childsupport_inc_head=childsupport_inc_head*months*2.17 if per==4 //biweekly +replace childsupport_inc_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER48751 childsupport_inc_wife_gen +replace per = ER48752 +g childsupport_inc_wife = cond(childsupport_inc_wife_gen<=999997,childsupport_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER48754-ER48765 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace childsupport_inc_wife=childsupport_inc_wife*months if per==5 //monthly +replace childsupport_inc_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Transfers from relatives +rename ER48564 transf_rel_head_gen +replace per = ER48565 +*drop if ER48566==1 //three observation imputed +g transf_rel_head = cond(transf_rel_head_gen<=999997,transf_rel_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER48567-ER48578 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace transf_rel_head=transf_rel_head*months if per==5 //monthly +replace transf_rel_head=transf_rel_head*months*4.34 if per==3 //weekly +replace transf_rel_head=transf_rel_head*months*2.17 if per==4 //biweekly +replace transf_rel_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER48799 transf_rel_wife_gen +replace per = ER48800 +g transf_rel_wife = cond(transf_rel_wife_gen<=999997,transf_rel_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER48802-ER48813{ + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace transf_rel_wife=transf_rel_wife*months if per==5 //monthly +replace transf_rel_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Supplemental Social Security +rename ER48399 ssi_head_gen +replace per = ER48400 +*drop if ER48401==1 //five observation imputed +g ssi_head = cond(ssi_head_gen<=999997,ssi_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER48402-ER48413{ + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace ssi_head = ssi_head*months if per==5 //monthly +replace ssi_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER48719 ssi_wife_gen +replace per = ER48720 +g ssi_wife = cond(ssi_wife_gen<=999997,ssi_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER48722-ER48733 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace ssi_wife = ssi_wife*months if per==5 //monthly +replace ssi_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Social Security income (have to assign new series, old series discontinued) +*head+wife+others +gen socsec_income_hh=ER52337+ER52339+ER52341 +gen socsec_income_hh_imp=0 if (ER52338==0 & ER52340==0 & ER52342==0) +replace socsec_income_hh_imp=1 if socsec_income_hh_imp==. + +* Unemployment Benefits +rename ER48500 unemployment_inc_head_gen +replace per = ER48501 +*drop if ER48502==1 //eight observations imputed +g unemployment_inc_head = cond(unemployment_inc_head_gen<=999997,unemployment_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER48503-ER48514 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace unemployment_inc_head=unemployment_inc_head*months if per==5 //monthly +replace unemployment_inc_head=unemployment_inc_head*months*4.34 if per==3 //weekly +replace unemployment_inc_head=unemployment_inc_head*months*2.17 if per==4 //biweekly +replace unemployment_inc_head= . if (NAind == 1 & per != 0 & per != 6) + +rename ER48619 unemployment_inc_wife_gen +replace per = ER48620 +*drop if ER48621==1 //two observations imputed +g unemployment_inc_wife = cond(unemployment_inc_wife_gen<=999997,unemployment_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER48622-ER48633{ + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace unemployment_inc_wife=unemployment_inc_wife*months if per==5 //monthly +replace unemployment_inc_wife=unemployment_inc_wife*months*4.34 if per==3 //weekly +replace unemployment_inc_wife=unemployment_inc_wife*months*2.17 if per==4 //biweekly +replace unemployment_inc_wife= . if (NAind == 1 & per != 0 & per != 6) + +*Labor income +rename ER52237 labor_inc_head // no additional variable controling for "imputed or not" + +rename ER52249 labor_inc_wife +rename ER52250 labor_inc_wife_imp // multiple ways of imputation + +*IRA/Private annuities (contributions and benefits) +*rename ER48962 pension_contrib_gen //contribution +*g pension_contrib = cond(pension_contrib_gen<=999999997,pension_contrib_gen,.) +*g month_of_interview=ER47312 +*replace pension_contrib = (pension_contrib/(24+month_of_interview))*12 //adjust for an annual basis +*rename ER48967 pension_ben_gen //benefits +*g pension_ben = cond(pension_ben_gen<=999999997,pension_ben_gen,.) +*replace pension_ben = (pension_ben/(24+month_of_interview))*12 //adjust for an annual basis + +*Retirement income head +rename ER48451 nonva_retir_head_gen +replace per = ER48452 +g nonva_retir_head = cond(nonva_retir_head_gen<=999997,nonva_retir_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER48454-ER48465 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace nonva_retir_head=nonva_retir_head*months if per==5 //monthly +replace nonva_retir_head= . if (NAind == 1 & per != 0 & per != 6) + +*Annuities/IRAs head +rename ER48467 annira_head_gen +replace per = ER48468 +g annira_head = cond(annira_head_gen<=999997,annira_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER48470-ER48481 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace annira_head=annira_head*months if per==5 //monthly +replace annira_head= . if (NAind == 1 & per != 0 & per != 6) + +*Other pension head +rename ER48483 other_pen_head_gen +replace per = ER48484 +g other_pen_head = cond(other_pen_head_gen<=999997,other_pen_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER48486-ER48497 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace other_pen_head=other_pen_head*months if per==5 //monthly +replace other_pen_head= . if (NAind == 1 & per != 0 & per != 6) + +*Pension wife +rename ER48783 pension_wife_gen +replace per = ER48784 +g pension_wife = cond(pension_wife_gen<=999997,pension_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER48786-ER48797 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace pension_wife=pension_wife*months if per==5 //monthly +replace pension_wife= . if (NAind == 1 & per != 0 & per != 6) + +*Pension contribution head (required+voluntary) +rename ER49067 stat_pen_contrib_req_gen +replace per = ER49068 +gen pper = ER49069 +g stat_pen_contrib_req = cond(stat_pen_contrib_req_gen<=9999997,stat_pen_contrib_req_gen,.) +replace stat_pen_contrib_req=stat_pen_contrib_req*12 if per==5 //monthly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*4.34 if per==3 //weekly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_req=0.0545*labor_inc_head if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_req=(pper/100)*labor_inc_head if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_req=0.0545*labor_inc_head if pper==998 //DK: assign mean value of percent contributed in this year + +rename ER49071 stat_pen_contrib_vol_gen +replace per = ER49072 +replace pper = ER49073 +g stat_pen_contrib_vol = cond(stat_pen_contrib_vol_gen<=9999997,stat_pen_contrib_vol_gen,.) +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12 if per==5 //monthly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*4.34 if per==3 //weekly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_vol=0.0688*labor_inc_head if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_vol=(pper/100)*labor_inc_head if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_vol=0.0688*labor_inc_head if pper==998 //DK: assign mean value of percent contributed in this year + +gen stat_pen_contrib_head=stat_pen_contrib_vol+stat_pen_contrib_req +drop stat_pen_contrib_req stat_pen_contrib_vol stat_pen_contrib_req_gen stat_pen_contrib_vol_gen + +*Pension contribution wife (required+voluntary) +rename ER49286 stat_pen_contrib_req_gen +replace per = ER49287 +replace pper = ER49288 +g stat_pen_contrib_req = cond(stat_pen_contrib_req_gen<=9999997,stat_pen_contrib_req_gen,.) +replace stat_pen_contrib_req=stat_pen_contrib_req*12 if per==5 //monthly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*4.34 if per==3 //weekly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_req=0.0584*labor_inc_wife if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_req=(pper/100)*labor_inc_wife if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_req=0.0584*labor_inc_wife if pper==998 //DK: assign mean value of percent contributed in this year + +rename ER49290 stat_pen_contrib_vol_gen +replace per = ER49291 +replace pper = ER49292 +g stat_pen_contrib_vol = cond(stat_pen_contrib_vol_gen<=9999997,stat_pen_contrib_vol_gen,.) +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12 if per==5 //monthly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*4.34 if per==3 //weekly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_vol=0.0663*labor_inc_wife if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_vol=(pper/100)*labor_inc_wife if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_vol=0.0663*labor_inc_wife if pper==998 //DK: assign mean value of percent contributed in this year + +gen stat_pen_contrib_wife=stat_pen_contrib_vol+stat_pen_contrib_req + +*Business income (labor and asset income) +*Values are imputed in PSID +gen business_labor_income_head=ER52216 +gen business_asset_income_head=ER52217 + +gen business_labor_income_wife=ER52246 +gen business_asset_income_wife=ER52247 + + +*Drop other variables +drop ER* + + diff --git a/42/replication_package/data_replication/psid/raw_data/save_data_2013.do b/42/replication_package/data_replication/psid/raw_data/save_data_2013.do new file mode 100644 index 0000000000000000000000000000000000000000..c5a36d1968173b11631224c0ec42999fe804f1c8 --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/save_data_2013.do @@ -0,0 +1,379 @@ + +g months = 0 // initialize the number of months when a particular income was received +g NAind = 0 // initialize the indicator whether the payment was recieved that month is misreported or not +g per = 0 // temporary variable used for amt/per + + +**************************************** +*HH Characteristics +**************************************** + +*IDs +rename ER53002 fam_ID_year +rename ER53009 fam_ID_1968 +rename ER53014 year_survey + +*State of residence +rename ER53003 state_residence + +*Family Unit Size (# in FU) +rename ER53016 size_fam + +*Marital Status +rename ER53023 marital_status_head +drop if marital_status_head>7 // NA/DK + +*Number of Children +rename ER53020 children + +*Age +rename ER53017 age_head +drop if age_head == 999 // NA/DK + +*Education head +rename ER58223 ed_head +drop if ed_head == 99 // NA/DK + +*SRC participant (SRC = Survey Research Center) +keep if fam_ID_1968<=3000 + + +**************************************** +*Income Variables +**************************************** + +*VA pension (not available for spouse) +rename ER54113 vapension_inc_head_gen +replace per = ER54114 +g vapension_inc_head = cond(vapension_inc_head_gen<=999997,vapension_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER54116-ER54127 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace vapension_inc_head =vapension_inc_head*months if per==5 //monthly +replace vapension_inc_head = . if (NAind == 1 & per != 0 & per != 6) + +*Workers' compensation +rename ER54210 workerscomp_inc_head_gen +replace per=ER54211 +*drop if ER48518==1 //one observation imputed +g workerscomp_inc_head = cond(workerscomp_inc_head_gen<=999997,workerscomp_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER54213-ER54224 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace workerscomp_inc_head=workerscomp_inc_head*months if per==5 //monthly +replace workerscomp_inc_head=workerscomp_inc_head*months*4.34 if per==3 //weekly +replace workerscomp_inc_head = . if (NAind == 1 & per!= 0 & per != 6) + +rename ER54329 workerscomp_inc_wife_gen +replace per=ER54330 +g workerscomp_inc_wife = cond(workerscomp_inc_wife_gen<=999997, workerscomp_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER54332-ER54343 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace workerscomp_inc_wife = workerscomp_inc_wife*months if per==5 //monthly +replace workerscomp_inc_wife = workerscomp_inc_wife*months*2.17 if per==4 //biweekly +replace workerscomp_inc_wife = workerscomp_inc_wife*months*4.34 if per==3 //weekly +replace workerscomp_inc_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Temporary Assistance for Needy Families +rename ER54060 tanf_inc_head_gen +replace per = ER54061 +*drop if ER48384==1 //one observation imputed +g tanf_inc_head = cond(tanf_inc_head_gen<=999997,tanf_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER54063-ER54074 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace tanf_inc_head=tanf_inc_head*months if per==5 //monthly +replace tanf_inc_head=tanf_inc_head*months*2.17 if per==4 //biweekly +replace tanf_inc_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER54430 tanf_inc_wife_gen +replace per = ER54431 +g tanf_inc_wife = cond(tanf_inc_wife_gen<=999997,tanf_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER54433-ER54444 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace tanf_inc_wife=tanf_inc_wife*months if per==5 //monthly +replace tanf_inc_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Other welfare +rename ER54093 otherwelfare_inc_head_gen +replace per = ER54094 +g otherwelfare_inc_head = cond(otherwelfare_inc_head_gen<=999997,otherwelfare_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER54096-ER54107 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace otherwelfare_inc_head = otherwelfare_inc_head*months if per==5 //monthly +replace otherwelfare_inc_head = otherwelfare_inc_head*months*2.17 if per==4 //biweekly +replace otherwelfare_inc_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER54462 otherwelfare_inc_wife_gen +replace per = ER54463 +g otherwelfare_inc_wife = cond(otherwelfare_inc_wife_gen<=999997,otherwelfare_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER54465-ER54476 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace otherwelfare_inc_wife = otherwelfare_inc_wife*months if per == 5 //monthly +replace otherwelfare_inc_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Child support +rename ER54226 childsupport_inc_head_gen +replace per = ER54227 +g childsupport_inc_head = cond(childsupport_inc_head_gen<=999997,childsupport_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER54229-ER54240 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace childsupport_inc_head=childsupport_inc_head*months if per==5 //monthly +replace childsupport_inc_head=childsupport_inc_head*months*4.34 if per==3 //weekly +replace childsupport_inc_head=childsupport_inc_head*months*2.17 if per==4 //biweekly +replace childsupport_inc_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER54446 childsupport_inc_wife_gen +replace per = ER54447 +g childsupport_inc_wife = cond(childsupport_inc_wife_gen<=999997,childsupport_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER54449-ER54460 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace childsupport_inc_wife=childsupport_inc_wife*months if per==5 //monthly +replace childsupport_inc_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Transfers from relatives +rename ER54258 transf_rel_head_gen +replace per = ER54259 +*drop if ER48566==1 //three observation imputed +g transf_rel_head = cond(transf_rel_head_gen<=999997,transf_rel_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER54261-ER54272 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace transf_rel_head=transf_rel_head*months if per==5 //monthly +replace transf_rel_head=transf_rel_head*months*4.34 if per==3 //weekly +replace transf_rel_head=transf_rel_head*months*2.17 if per==4 //biweekly +replace transf_rel_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER54542 transf_rel_wife_gen +replace per = ER54543 +g transf_rel_wife = cond(transf_rel_wife_gen<=999997,transf_rel_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER54545-ER54556{ + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace transf_rel_wife=transf_rel_wife*months if per==5 //monthly +replace transf_rel_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Supplemental Social Security +rename ER54077 ssi_head_gen +replace per = ER54078 +*drop if ER48401==1 //five observation imputed +g ssi_head = cond(ssi_head_gen<=999997,ssi_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER54080-ER54091{ + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace ssi_head = ssi_head*months if per==5 //monthly +replace ssi_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER54414 ssi_wife_gen +replace per = ER54415 +g ssi_wife = cond(ssi_wife_gen<=999997,ssi_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER54417-ER54428 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace ssi_wife = ssi_wife*months if per==5 //monthly +replace ssi_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Social Security income (have to assign new series, old series discontinued) +*head+wife+others +gen socsec_income_hh=ER58146+ER58148+ER58150 +gen socsec_income_hh_imp=0 if (ER58147==0 & ER58149==0 & ER58151==0) +replace socsec_income_hh_imp=1 if socsec_income_hh_imp==. + +* Unemployment Benefits +rename ER54194 unemployment_inc_head_gen +replace per = ER54195 +*drop if ER48502==1 //eight observations imputed +g unemployment_inc_head = cond(unemployment_inc_head_gen<=999997,unemployment_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER54197-ER54208 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace unemployment_inc_head=unemployment_inc_head*months if per==5 //monthly +replace unemployment_inc_head=unemployment_inc_head*months*4.34 if per==3 //weekly +replace unemployment_inc_head=unemployment_inc_head*months*2.17 if per==4 //biweekly +replace unemployment_inc_head= . if (NAind == 1 & per != 0 & per != 6) + +rename ER54313 unemployment_inc_wife_gen +replace per = ER54314 +*drop if ER48621==1 //two observations imputed +g unemployment_inc_wife = cond(unemployment_inc_wife_gen<=999997,unemployment_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER54316-ER54327{ + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace unemployment_inc_wife=unemployment_inc_wife*months if per==5 //monthly +replace unemployment_inc_wife=unemployment_inc_wife*months*4.34 if per==3 //weekly +replace unemployment_inc_wife=unemployment_inc_wife*months*2.17 if per==4 //biweekly +replace unemployment_inc_wife= . if (NAind == 1 & per != 0 & per != 6) + +*Labor income +rename ER58038 labor_inc_head // no additional variable controling for "imputed or not" + +rename ER58050 labor_inc_wife +rename ER58051 labor_inc_wife_imp // multiple ways of imputation + +*Retirement income head +rename ER54129 nonva_retir_head_gen +replace per = ER54130 +g nonva_retir_head = cond(nonva_retir_head_gen<=999997,nonva_retir_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER54132-ER54143 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace nonva_retir_head=nonva_retir_head*months if per==5 //monthly +replace nonva_retir_head= . if (NAind == 1 & per != 0 & per != 6) + +*Annuities/IRAs head +rename ER54145 annira_head_gen +replace per = ER54146 +g annira_head = cond(annira_head_gen<=999997,annira_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER54148-ER54159 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace annira_head=annira_head*months if per==5 //monthly +replace annira_head= . if (NAind == 1 & per != 0 & per != 6) + +*Other pension head +rename ER54161 other_pen_head_gen +replace per = ER54162 +g other_pen_head = cond(other_pen_head_gen<=999997,other_pen_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER54164-ER54175 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace other_pen_head=other_pen_head*months if per==5 //monthly +replace other_pen_head= . if (NAind == 1 & per != 0 & per != 6) + +*Pension wife +rename ER54478 pension_wife_gen +replace per = ER54479 +g pension_wife = cond(pension_wife_gen<=999997,pension_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER54481-ER54492 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace pension_wife=pension_wife*months if per==5 //monthly +replace pension_wife= . if (NAind == 1 & per != 0 & per != 6) + +*Pension contribution head (required+voluntary) +rename ER54821 stat_pen_contrib_req_gen +replace per = ER54822 +gen pper = ER54823 +g stat_pen_contrib_req = cond(stat_pen_contrib_req_gen<=9999997,stat_pen_contrib_req_gen,.) +replace stat_pen_contrib_req=stat_pen_contrib_req*12 if per==5 //monthly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*4.34 if per==3 //weekly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_req=0.0545*labor_inc_head if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_req=(pper/100)*labor_inc_head if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_req=0.0545*labor_inc_head if pper==998 //DK: assign mean value of percent contributed in this year + +rename ER54825 stat_pen_contrib_vol_gen +replace per = ER54826 +replace pper = ER54827 +g stat_pen_contrib_vol = cond(stat_pen_contrib_vol_gen<=9999997,stat_pen_contrib_vol_gen,.) +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12 if per==5 //monthly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*4.34 if per==3 //weekly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_vol=0.0688*labor_inc_head if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_vol=(pper/100)*labor_inc_head if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_vol=0.0688*labor_inc_head if pper==998 //DK: assign mean value of percent contributed in this year + +gen stat_pen_contrib_head=stat_pen_contrib_vol+stat_pen_contrib_req +drop stat_pen_contrib_req stat_pen_contrib_vol stat_pen_contrib_req_gen stat_pen_contrib_vol_gen + +*Pension contribution wife (required+voluntary) +rename ER55037 stat_pen_contrib_req_gen +replace per = ER55038 +replace pper = ER55039 +g stat_pen_contrib_req = cond(stat_pen_contrib_req_gen<=9999997,stat_pen_contrib_req_gen,.) +replace stat_pen_contrib_req=stat_pen_contrib_req*12 if per==5 //monthly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*4.34 if per==3 //weekly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_req=0.0584*labor_inc_wife if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_req=(pper/100)*labor_inc_wife if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_req=0.0584*labor_inc_wife if pper==998 //DK: assign mean value of percent contributed in this year + +rename ER55041 stat_pen_contrib_vol_gen +replace per = ER55042 +replace pper = ER55043 +g stat_pen_contrib_vol = cond(stat_pen_contrib_vol_gen<=9999997,stat_pen_contrib_vol_gen,.) +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12 if per==5 //monthly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*4.34 if per==3 //weekly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_vol=0.0663*labor_inc_wife if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_vol=(pper/100)*labor_inc_wife if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_vol=0.0663*labor_inc_wife if pper==998 //DK: assign mean value of percent contributed in this year + +gen stat_pen_contrib_wife=stat_pen_contrib_vol+stat_pen_contrib_req + +*Business income (labor and asset income) +*Values are imputed in PSID +gen business_labor_income_head=ER58017 +gen business_asset_income_head=ER58018 + +gen business_labor_income_wife=ER58047 +gen business_asset_income_wife=ER58048 + + +*Drop other variables +drop ER* + + diff --git a/42/replication_package/data_replication/psid/raw_data/save_data_2015.do b/42/replication_package/data_replication/psid/raw_data/save_data_2015.do new file mode 100644 index 0000000000000000000000000000000000000000..54aae97c2e7ddf780c222ec8e68def7b37f42818 --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/save_data_2015.do @@ -0,0 +1,380 @@ + + +g months = 0 // initialize the number of months when a particular income was received +g NAind = 0 // initialize the indicator whether the payment was recieved that month is misreported or not +g per = 0 // temporary variable used for amt/per + + +**************************************** +*HH Characteristics +**************************************** + +*IDs +rename ER60002 fam_ID_year +rename ER60009 fam_ID_1968 +rename ER60014 year_survey + +*State of residence +rename ER60003 state_residence + +*Family Unit Size (# in FU) +rename ER60016 size_fam + +*Marital Status +rename ER60024 marital_status_head +drop if marital_status_head>7 // NA/DK + +*Number of Children +rename ER60021 children + +*Age +rename ER60017 age_head +drop if age_head == 999 // NA/DK + +*Education head +rename ER65459 ed_head +drop if ed_head == 99 // NA/DK + +*SRC participant (SRC = Survey Research Center) +keep if fam_ID_1968<=3000 + + +**************************************** +*Income Variables +**************************************** + +*VA pension (not available for spouse) +rename ER61155 vapension_inc_head_gen +replace per = ER61156 +g vapension_inc_head = cond(vapension_inc_head_gen<=999997,vapension_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER61158-ER61169 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace vapension_inc_head =vapension_inc_head*months if per==5 //monthly +replace vapension_inc_head = . if (NAind == 1 & per != 0 & per != 6) + +*Workers' compensation +rename ER61252 workerscomp_inc_head_gen +replace per=ER61253 +*drop if ER48518==1 //one observation imputed +g workerscomp_inc_head = cond(workerscomp_inc_head_gen<=999997,workerscomp_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER61255-ER61266 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace workerscomp_inc_head=workerscomp_inc_head*months if per==5 //monthly +replace workerscomp_inc_head=workerscomp_inc_head*months*4.34 if per==3 //weekly +replace workerscomp_inc_head = . if (NAind == 1 & per!= 0 & per != 6) + +rename ER61405 workerscomp_inc_wife_gen +replace per=ER61406 +g workerscomp_inc_wife = cond(workerscomp_inc_wife_gen<=999997, workerscomp_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER61408-ER61419 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace workerscomp_inc_wife = workerscomp_inc_wife*months if per==5 //monthly +replace workerscomp_inc_wife = workerscomp_inc_wife*months*2.17 if per==4 //biweekly +replace workerscomp_inc_wife = workerscomp_inc_wife*months*4.34 if per==3 //weekly +replace workerscomp_inc_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Temporary Assistance for Needy Families +rename ER61102 tanf_inc_head_gen +replace per = ER61103 +*drop if ER48384==1 //one observation imputed +g tanf_inc_head = cond(tanf_inc_head_gen<=999997,tanf_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER61105-ER61116 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace tanf_inc_head=tanf_inc_head*months if per==5 //monthly +replace tanf_inc_head=tanf_inc_head*months*2.17 if per==4 //biweekly +replace tanf_inc_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER61506 tanf_inc_wife_gen +replace per = ER61507 +g tanf_inc_wife = cond(tanf_inc_wife_gen<=999997,tanf_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER61509-ER61520 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace tanf_inc_wife=tanf_inc_wife*months if per==5 //monthly +replace tanf_inc_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Other welfare +rename ER61135 otherwelfare_inc_head_gen +replace per = ER61136 +g otherwelfare_inc_head = cond(otherwelfare_inc_head_gen<=999997,otherwelfare_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER61138-ER61149 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace otherwelfare_inc_head = otherwelfare_inc_head*months if per==5 //monthly +replace otherwelfare_inc_head = otherwelfare_inc_head*months*2.17 if per==4 //biweekly +replace otherwelfare_inc_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER61538 otherwelfare_inc_wife_gen +replace per = ER61539 +g otherwelfare_inc_wife = cond(otherwelfare_inc_wife_gen<=999997,otherwelfare_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER61541-ER61552 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace otherwelfare_inc_wife = otherwelfare_inc_wife*months if per == 5 //monthly +replace otherwelfare_inc_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Child support +rename ER61268 childsupport_inc_head_gen +replace per = ER61269 +g childsupport_inc_head = cond(childsupport_inc_head_gen<=999997,childsupport_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER61271-ER61282 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace childsupport_inc_head=childsupport_inc_head*months if per==5 //monthly +replace childsupport_inc_head=childsupport_inc_head*months*4.34 if per==3 //weekly +replace childsupport_inc_head=childsupport_inc_head*months*2.17 if per==4 //biweekly +replace childsupport_inc_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER61522 childsupport_inc_wife_gen +replace per = ER61523 +g childsupport_inc_wife = cond(childsupport_inc_wife_gen<=999997,childsupport_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER61525-ER61536 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace childsupport_inc_wife=childsupport_inc_wife*months if per==5 //monthly +replace childsupport_inc_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Transfers from relatives +rename ER61300 transf_rel_head_gen +replace per = ER61301 +*drop if ER48566==1 //three observation imputed +g transf_rel_head = cond(transf_rel_head_gen<=999997,transf_rel_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER61303-ER61314 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace transf_rel_head=transf_rel_head*months if per==5 //monthly +replace transf_rel_head=transf_rel_head*months*4.34 if per==3 //weekly +replace transf_rel_head=transf_rel_head*months*2.17 if per==4 //biweekly +replace transf_rel_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER61653 transf_rel_wife_gen +replace per = ER61654 +g transf_rel_wife = cond(transf_rel_wife_gen<=999997,transf_rel_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER61656-ER61667{ + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace transf_rel_wife=transf_rel_wife*months if per==5 //monthly +replace transf_rel_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Supplemental Social Security +rename ER61119 ssi_head_gen +replace per = ER61120 +*drop if ER48401==1 //five observation imputed +g ssi_head = cond(ssi_head_gen<=999997,ssi_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER61122-ER61133{ + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace ssi_head = ssi_head*months if per==5 //monthly +replace ssi_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER61490 ssi_wife_gen +replace per = ER61491 +g ssi_wife = cond(ssi_wife_gen<=999997,ssi_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER61493-ER61504 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace ssi_wife = ssi_wife*months if per==5 //monthly +replace ssi_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Social Security income (have to assign new series, old series discontinued) +*head+wife+others +gen socsec_income_hh=ER65343+ER65345+ER65347 +gen socsec_income_hh_imp=0 if (ER65344==0 & ER65346==0 & ER65348==0) +replace socsec_income_hh_imp=1 if socsec_income_hh_imp==. + +* Unemployment Benefits +rename ER61236 unemployment_inc_head_gen +replace per = ER61237 +*drop if ER48502==1 //eight observations imputed +g unemployment_inc_head = cond(unemployment_inc_head_gen<=999997,unemployment_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER61239-ER61250 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace unemployment_inc_head=unemployment_inc_head*months if per==5 //monthly +replace unemployment_inc_head=unemployment_inc_head*months*4.34 if per==3 //weekly +replace unemployment_inc_head=unemployment_inc_head*months*2.17 if per==4 //biweekly +replace unemployment_inc_head= . if (NAind == 1 & per != 0 & per != 6) + +rename ER61389 unemployment_inc_wife_gen +replace per = ER61390 +*drop if ER48621==1 //two observations imputed +g unemployment_inc_wife = cond(unemployment_inc_wife_gen<=999997,unemployment_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER61392-ER61403{ + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace unemployment_inc_wife=unemployment_inc_wife*months if per==5 //monthly +replace unemployment_inc_wife=unemployment_inc_wife*months*4.34 if per==3 //weekly +replace unemployment_inc_wife=unemployment_inc_wife*months*2.17 if per==4 //biweekly +replace unemployment_inc_wife= . if (NAind == 1 & per != 0 & per != 6) + +*Labor income +rename ER65216 labor_inc_head // no additional variable controling for "imputed or not" + +rename ER65244 labor_inc_wife +*rename ER52250 labor_inc_wife_imp // not present in 2015 + +*Retirement income head +rename ER61171 nonva_retir_head_gen +replace per = ER61172 +g nonva_retir_head = cond(nonva_retir_head_gen<=999997,nonva_retir_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER61174-ER61185 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace nonva_retir_head=nonva_retir_head*months if per==5 //monthly +replace nonva_retir_head= . if (NAind == 1 & per != 0 & per != 6) + +*Annuities/IRAs head +rename ER61187 annira_head_gen +replace per = ER61188 +g annira_head = cond(annira_head_gen<=999997,annira_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER61190-ER61201 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace annira_head=annira_head*months if per==5 //monthly +replace annira_head= . if (NAind == 1 & per != 0 & per != 6) + +*Other pension head +rename ER61203 other_pen_head_gen +replace per = ER61204 +g other_pen_head = cond(other_pen_head_gen<=999997,other_pen_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER61206-ER61217 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace other_pen_head=other_pen_head*months if per==5 //monthly +replace other_pen_head= . if (NAind == 1 & per != 0 & per != 6) + +*Pension wife +rename ER61589 pension_wife_gen +replace per = ER61590 +g pension_wife = cond(pension_wife_gen<=999997,pension_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER61592-ER61603 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace pension_wife=pension_wife*months if per==5 //monthly +replace pension_wife= . if (NAind == 1 & per != 0 & per != 6) + +*Pension contribution head (required+voluntary) +rename ER61941 stat_pen_contrib_req_gen +replace per = ER61942 +gen pper = ER61943 +g stat_pen_contrib_req = cond(stat_pen_contrib_req_gen<=9999997,stat_pen_contrib_req_gen,.) +replace stat_pen_contrib_req=stat_pen_contrib_req*12 if per==5 //monthly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*4.34 if per==3 //weekly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_req=0.0545*labor_inc_head if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_req=(pper/100)*labor_inc_head if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_req=0.0545*labor_inc_head if pper==998 //DK: assign mean value of percent contributed in this year + +rename ER61945 stat_pen_contrib_vol_gen +replace per = ER61946 +replace pper = ER61947 +g stat_pen_contrib_vol = cond(stat_pen_contrib_vol_gen<=9999997,stat_pen_contrib_vol_gen,.) +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12 if per==5 //monthly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*4.34 if per==3 //weekly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_vol=0.0688*labor_inc_head if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_vol=(pper/100)*labor_inc_head if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_vol=0.0688*labor_inc_head if pper==998 //DK: assign mean value of percent contributed in this year + +gen stat_pen_contrib_head=stat_pen_contrib_vol+stat_pen_contrib_req +drop stat_pen_contrib_req stat_pen_contrib_vol stat_pen_contrib_req_gen stat_pen_contrib_vol_gen + +*Pension contribution wife (required+voluntary) +rename ER62158 stat_pen_contrib_req_gen +replace per = ER62159 +replace pper = ER62160 +g stat_pen_contrib_req = cond(stat_pen_contrib_req_gen<=9999997,stat_pen_contrib_req_gen,.) +replace stat_pen_contrib_req=stat_pen_contrib_req*12 if per==5 //monthly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*4.34 if per==3 //weekly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_req=0.0584*labor_inc_wife if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_req=(pper/100)*labor_inc_wife if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_req=0.0584*labor_inc_wife if pper==998 //DK: assign mean value of percent contributed in this year + +rename ER62162 stat_pen_contrib_vol_gen +replace per = ER62163 +replace pper = ER62164 +g stat_pen_contrib_vol = cond(stat_pen_contrib_vol_gen<=9999997,stat_pen_contrib_vol_gen,.) +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12 if per==5 //monthly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*4.34 if per==3 //weekly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_vol=0.0663*labor_inc_wife if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_vol=(pper/100)*labor_inc_wife if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_vol=0.0663*labor_inc_wife if pper==998 //DK: assign mean value of percent contributed in this year + +gen stat_pen_contrib_wife=stat_pen_contrib_vol+stat_pen_contrib_req + +*Business income (labor and asset income) +*Values are imputed in PSID +gen business_labor_income_head=ER65197 +gen business_asset_income_head=ER65198 + +gen business_labor_income_wife=ER65225 +gen business_asset_income_wife=ER65226 + + +*Drop other variables +drop ER* + + diff --git a/42/replication_package/data_replication/psid/raw_data/save_data_2017.do b/42/replication_package/data_replication/psid/raw_data/save_data_2017.do new file mode 100644 index 0000000000000000000000000000000000000000..6c6e8a33753e4cfc46d1a54b36398064c38568bc --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/save_data_2017.do @@ -0,0 +1,378 @@ +g months = 0 // initialize the number of months when a particular income was received +g NAind = 0 // initialize the indicator whether the payment was recieved that month is misreported or not +g per = 0 // temporary variable used for amt/per + + +**************************************** +*HH Characteristics +**************************************** + +*IDs +rename ER66002 fam_ID_year +rename ER66009 fam_ID_1968 +rename ER66014 year_survey + +*State of residence +rename ER66003 state_residence + +*Family Unit Size (# in FU) +rename ER66016 size_fam + +*Marital Status +rename ER66024 marital_status_head +drop if marital_status_head>7 // NA/DK + +*Number of Children +rename ER66021 children + +*Age +rename ER66017 age_head +drop if age_head == 999 // NA/DK + +*Education head +rename ER71538 ed_head +drop if ed_head == 99 // NA/DK + +*SRC participant (SRC = Survey Research Center) +keep if fam_ID_1968<=3000 + + +**************************************** +*Income Variables +**************************************** + +*VA pension (not available for spouse) +rename ER67207 vapension_inc_head_gen +replace per = ER67208 +g vapension_inc_head = cond(vapension_inc_head_gen<=999997,vapension_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER67210-ER67221 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace vapension_inc_head =vapension_inc_head*months if per==5 //monthly +replace vapension_inc_head = . if (NAind == 1 & per != 0 & per != 6) + +*Workers' compensation +rename ER67304 workerscomp_inc_head_gen +replace per=ER67305 +*drop if ER48518==1 //one observation imputed +g workerscomp_inc_head = cond(workerscomp_inc_head_gen<=999997,workerscomp_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER67307-ER67318 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace workerscomp_inc_head=workerscomp_inc_head*months if per==5 //monthly +replace workerscomp_inc_head=workerscomp_inc_head*months*4.34 if per==3 //weekly +replace workerscomp_inc_head = . if (NAind == 1 & per!= 0 & per != 6) + +rename ER67658 workerscomp_inc_wife_gen +replace per=ER67659 +g workerscomp_inc_wife = cond(workerscomp_inc_wife_gen<=999997, workerscomp_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER67661-ER67672 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace workerscomp_inc_wife = workerscomp_inc_wife*months if per==5 //monthly +replace workerscomp_inc_wife = workerscomp_inc_wife*months*2.17 if per==4 //biweekly +replace workerscomp_inc_wife = workerscomp_inc_wife*months*4.34 if per==3 //weekly +replace workerscomp_inc_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Temporary Assistance for Needy Families +rename ER67154 tanf_inc_head_gen +replace per = ER67155 +*drop if ER48384==1 //one observation imputed +g tanf_inc_head = cond(tanf_inc_head_gen<=999997,tanf_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER67157-ER67168 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace tanf_inc_head=tanf_inc_head*months if per==5 //monthly +replace tanf_inc_head=tanf_inc_head*months*2.17 if per==4 //biweekly +replace tanf_inc_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER67509 tanf_inc_wife_gen +replace per = ER67510 +g tanf_inc_wife = cond(tanf_inc_wife_gen<=999997,tanf_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER67512-ER67523 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace tanf_inc_wife=tanf_inc_wife*months if per==5 //monthly +replace tanf_inc_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Other welfare +rename ER67187 otherwelfare_inc_head_gen +replace per = ER67188 +g otherwelfare_inc_head = cond(otherwelfare_inc_head_gen<=999997,otherwelfare_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER67190-ER67201 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace otherwelfare_inc_head = otherwelfare_inc_head*months if per==5 //monthly +replace otherwelfare_inc_head = otherwelfare_inc_head*months*2.17 if per==4 //biweekly +replace otherwelfare_inc_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER67542 otherwelfare_inc_wife_gen +replace per = ER67543 +g otherwelfare_inc_wife = cond(otherwelfare_inc_wife_gen<=999997,otherwelfare_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER67545-ER67556 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace otherwelfare_inc_wife = otherwelfare_inc_wife*months if per == 5 //monthly +replace otherwelfare_inc_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Child support +rename ER67320 childsupport_inc_head_gen +replace per = ER67321 +g childsupport_inc_head = cond(childsupport_inc_head_gen<=999997,childsupport_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER67323-ER67334 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace childsupport_inc_head=childsupport_inc_head*months if per==5 //monthly +replace childsupport_inc_head=childsupport_inc_head*months*4.34 if per==3 //weekly +replace childsupport_inc_head=childsupport_inc_head*months*2.17 if per==4 //biweekly +replace childsupport_inc_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER67674 childsupport_inc_wife_gen +replace per = ER67675 +g childsupport_inc_wife = cond(childsupport_inc_wife_gen<=999997,childsupport_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER67677-ER67688 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace childsupport_inc_wife=childsupport_inc_wife*months if per==5 //monthly +replace childsupport_inc_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Transfers from relatives +rename ER67352 transf_rel_head_gen +replace per = ER67353 +*drop if ER48566==1 //three observation imputed +g transf_rel_head = cond(transf_rel_head_gen<=999997,transf_rel_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER67355-ER67366 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace transf_rel_head=transf_rel_head*months if per==5 //monthly +replace transf_rel_head=transf_rel_head*months*4.34 if per==3 //weekly +replace transf_rel_head=transf_rel_head*months*2.17 if per==4 //biweekly +replace transf_rel_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER67706 transf_rel_wife_gen +replace per = ER67707 +g transf_rel_wife = cond(transf_rel_wife_gen<=999997,transf_rel_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER67709-ER67720{ + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace transf_rel_wife=transf_rel_wife*months if per==5 //monthly +replace transf_rel_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Supplemental Social Security +rename ER67171 ssi_head_gen +replace per = ER67172 +*drop if ER48401==1 //five observation imputed +g ssi_head = cond(ssi_head_gen<=999997,ssi_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER67174-ER67185{ + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace ssi_head = ssi_head*months if per==5 //monthly +replace ssi_head = . if (NAind == 1 & per != 0 & per != 6) + +rename ER67526 ssi_wife_gen +replace per = ER67527 +g ssi_wife = cond(ssi_wife_gen<=999997,ssi_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER67529-ER67540 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace ssi_wife = ssi_wife*months if per==5 //monthly +replace ssi_wife = . if (NAind == 1 & per != 0 & per != 6) + +*Social Security income (have to assign new series, old series discontinued) +*head+wife+others +gen socsec_income_hh=ER71420+ER71422+ER71424 +gen socsec_income_hh_imp=0 if (ER71421==0 & ER71423==0 & ER71425==0) +replace socsec_income_hh_imp=1 if socsec_income_hh_imp==. + +* Unemployment Benefits +rename ER67288 unemployment_inc_head_gen +replace per = ER67289 +*drop if ER48502==1 //eight observations imputed +g unemployment_inc_head = cond(unemployment_inc_head_gen<=999997,unemployment_inc_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER67291-ER67302 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace unemployment_inc_head=unemployment_inc_head*months if per==5 //monthly +replace unemployment_inc_head=unemployment_inc_head*months*4.34 if per==3 //weekly +replace unemployment_inc_head=unemployment_inc_head*months*2.17 if per==4 //biweekly +replace unemployment_inc_head= . if (NAind == 1 & per != 0 & per != 6) + +rename ER67642 unemployment_inc_wife_gen +replace per = ER67643 +*drop if ER48621==1 //two observations imputed +g unemployment_inc_wife = cond(unemployment_inc_wife_gen<=999997,unemployment_inc_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER67645-ER67656{ + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace unemployment_inc_wife=unemployment_inc_wife*months if per==5 //monthly +replace unemployment_inc_wife=unemployment_inc_wife*months*4.34 if per==3 //weekly +replace unemployment_inc_wife=unemployment_inc_wife*months*2.17 if per==4 //biweekly +replace unemployment_inc_wife= . if (NAind == 1 & per != 0 & per != 6) + +*Labor income +rename ER71293 labor_inc_head // no additional variable controling for "imputed or not" + +rename ER71321 labor_inc_wife +*rename ER52250 labor_inc_wife_imp // not present in 2017 + +*Retirement income head +rename ER67223 nonva_retir_head_gen +replace per = ER67224 +g nonva_retir_head = cond(nonva_retir_head_gen<=999997,nonva_retir_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER67226-ER67237 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace nonva_retir_head=nonva_retir_head*months if per==5 //monthly +replace nonva_retir_head= . if (NAind == 1 & per != 0 & per != 6) + +*Annuities/IRAs head +rename ER67239 annira_head_gen +replace per = ER67240 +g annira_head = cond(annira_head_gen<=999997,annira_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER67242-ER67253 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace annira_head=annira_head*months if per==5 //monthly +replace annira_head= . if (NAind == 1 & per != 0 & per != 6) + +*Other pension head +rename ER67255 other_pen_head_gen +replace per = ER67256 +g other_pen_head = cond(other_pen_head_gen<=999997,other_pen_head_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER67258-ER67269 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace other_pen_head=other_pen_head*months if per==5 //monthly +replace other_pen_head= . if (NAind == 1 & per != 0 & per != 6) + +*Pension wife +rename ER67577 pension_wife_gen +replace per = ER67578 +g pension_wife = cond(pension_wife_gen<=999997,pension_wife_gen,.) +replace months = 0 +replace NAind = 0 +foreach x of varlist ER67580-ER67591 { + replace months = months+ (`x'==1) + replace NAind = 1 if `x'==9 +} +replace pension_wife=pension_wife*months if per==5 //monthly +replace pension_wife= . if (NAind == 1 & per != 0 & per != 6) + +*Pension contribution head (required+voluntary) +rename ER67995 stat_pen_contrib_req_gen +replace per = ER67996 +gen pper = ER67997 +g stat_pen_contrib_req = cond(stat_pen_contrib_req_gen<=9999997,stat_pen_contrib_req_gen,.) +replace stat_pen_contrib_req=stat_pen_contrib_req*12 if per==5 //monthly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*4.34 if per==3 //weekly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_req=0.0545*labor_inc_head if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_req=(pper/100)*labor_inc_head if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_req=0.0545*labor_inc_head if pper==998 //DK: assign mean value of percent contributed in this year + +rename ER67999 stat_pen_contrib_vol_gen +replace per = ER68000 +replace pper = ER68001 +g stat_pen_contrib_vol = cond(stat_pen_contrib_vol_gen<=9999997,stat_pen_contrib_vol_gen,.) +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12 if per==5 //monthly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*4.34 if per==3 //weekly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_vol=0.0688*labor_inc_head if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_vol=(pper/100)*labor_inc_head if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_vol=0.0688*labor_inc_head if pper==998 //DK: assign mean value of percent contributed in this year + +gen stat_pen_contrib_head=stat_pen_contrib_vol+stat_pen_contrib_req +drop stat_pen_contrib_req stat_pen_contrib_vol stat_pen_contrib_req_gen stat_pen_contrib_vol_gen + +*Pension contribution wife (required+voluntary) +rename ER68212 stat_pen_contrib_req_gen +replace per = ER68213 +replace pper = ER68214 +g stat_pen_contrib_req = cond(stat_pen_contrib_req_gen<=9999997,stat_pen_contrib_req_gen,.) +replace stat_pen_contrib_req=stat_pen_contrib_req*12 if per==5 //monthly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*4.34 if per==3 //weekly +replace stat_pen_contrib_req=stat_pen_contrib_req*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_req=0.0584*labor_inc_wife if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_req=(pper/100)*labor_inc_wife if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_req=0.0584*labor_inc_wife if pper==998 //DK: assign mean value of percent contributed in this year + +rename ER68216 stat_pen_contrib_vol_gen +replace per = ER68217 +replace pper = ER68218 +g stat_pen_contrib_vol = cond(stat_pen_contrib_vol_gen<=9999997,stat_pen_contrib_vol_gen,.) +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12 if per==5 //monthly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*4.34 if per==3 //weekly +replace stat_pen_contrib_vol=stat_pen_contrib_vol*12*2.17 if per==4 //biweekly +replace stat_pen_contrib_vol=0.0663*labor_inc_wife if per==8 //DK: assign mean value of percent contributed in this year +replace stat_pen_contrib_vol=(pper/100)*labor_inc_wife if pper<100 & pper>0 //people who report percent +replace stat_pen_contrib_vol=0.0663*labor_inc_wife if pper==998 //DK: assign mean value of percent contributed in this year + +gen stat_pen_contrib_wife=stat_pen_contrib_vol+stat_pen_contrib_req + +*Business income (labor and asset income) +*Values are imputed in PSID +gen business_labor_income_head=ER71274 +gen business_asset_income_head=ER71275 + +gen business_labor_income_wife=ER71302 +gen business_asset_income_wife=ER71303 + + +*Drop other variables +drop ER* + + diff --git a/42/replication_package/data_replication/psid/raw_data/wealth_comp1999.do b/42/replication_package/data_replication/psid/raw_data/wealth_comp1999.do new file mode 100644 index 0000000000000000000000000000000000000000..71c77da53f5d583a5862cadac7ac550c48b45002 --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/wealth_comp1999.do @@ -0,0 +1,118 @@ +*Age head +rename ER13010 age_head + +*Unemployment status head +rename ER13330 unemp_status_head + +*Unemployment status wife +rename ER13842 unemp_status_wife + +*State of residence +rename ER13004 state_residence + +*Adjust the ids +rename ER13002 fam_ID //this one will be used for joining wealth to income data +rename ER13019 fam_ID_1968 //this one is used to check for consistency + +*Family Unit Size (# in FU) +rename ER13009 size_fam + +*Number of Children +rename ER13013 children + +*OECD Equivalence scale (head+other_adults+children; weighted accordingly) +gen equiv = 1.0 + 0.7*(size_fam-children-1) + 0.5*children + +*Owneship status +rename ER13040 ownership + +*Generate turnover dummy +*If main dwelling was sold or second home was bought/sold (not main dwelling) +gen turnover = 1 if ER15046==1 | ER15051==1 | ER15056==1 +replace turnover = 0 if turnover==. +gen turnover1=1 if ER15046==1 +replace turnover1=0 if turnover1==. +gen turnover2=1 if ER15046==1 | ER15056==1 +replace turnover2=0 if turnover2==. +gen turnover3=1 if ER15046==1 & ER14991==5 +replace turnover3=0 if turnover3==. + +*House value +rename ER13041 house_val +replace house_val=. if house_val>9999997 //DK/NA +gen home1=house_val +rename ER14993 secondhome +replace secondhome=0 if secondhome>999999997 //DK/NA (is set to zero not to missing in order not to drop out the observation that have a house) +replace house_val=house_val+secondhome + +*Annual property tax +rename ER13042 prop_tax +replace prop_tax=. if prop_tax>99997 //DK/NA + +*Onwer insurance +rename ER13043 owner_ins +replace owner_ins=. if owner_ins>9998 //DK/NA + +*Stocks +rename ER15007 stocks +replace stocks=. if stocks>999999997 //DK/NA + +*Checking and Savings accounts +rename ER15020 checking_savings +replace checking_savings=. if checking_savings>999999997 //DK/NA + +*Other liquid debt +rename ER15031 other_debt +replace other_debt=. if other_debt>999999997 //DK/NA + + +*!!!!!!!!!!!! +*1st mortgage +*!!!!!!!!!!!! +*Type +rename ER13045 m1_type +replace m1_type=. if m1_type>7 //DK/NA +*Refinance status +rename ER13046 m1_ref +replace m1_ref=. if m1_ref>7 //DK/NA +*Remaining principal +rename ER13047 m1_principal +replace m1_principal=. if m1_principal>9999997 //DK/NA +*Mortgage payments +rename ER13048 mtg_paym1 +replace mtg_paym1=. if mtg_paym1>99997 +replace mtg_paym1=mtg_paym1*12 + + + +*!!!!!!!!!!!! +*2nd mortgage +*!!!!!!!!!!!! +*Type +rename ER13054 m2_type +replace m2_type=. if m2_type>7 //DK/NA +*Refinance status +rename ER13055 m2_ref +replace m2_ref=. if m2_ref>7 //DK/NA +*Remaining principal +rename ER13056 m2_principal +replace m2_principal=. if m2_principal>9999997 //DK/NA +*Mortgage payments +rename ER13057 mtg_paym2 +replace mtg_paym2=. if mtg_paym2>99997 +replace mtg_paym2=mtg_paym2*12 + + +*Rent (annualized) +rename ER13065 rent +replace rent=. if rent>99997 //DK/NA +rename ER13066 per //period +replace rent=rent*12 if per==5 //monthly +replace rent=rent*12*4.34 if per==3 //weekly +replace rent=rent*12*2.17 if per==4 //biweekly + +*Aggregate Wealth +gen wealth=house_val+stocks+checking_savings-other_debt-m1_principal-m2_principal + +*Weight +gen weight=ER16518 diff --git a/42/replication_package/data_replication/psid/raw_data/wealth_comp2001.do b/42/replication_package/data_replication/psid/raw_data/wealth_comp2001.do new file mode 100644 index 0000000000000000000000000000000000000000..fc542533cdb33a5e43ddd46767038ba9e1db83f0 --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/wealth_comp2001.do @@ -0,0 +1,116 @@ +*Age head +rename ER17013 age_head + +*Unemployment status head +rename ER17353 unemp_status_head + +*Unemployment status wife +rename ER17923 unemp_status_wife + +*State of residence +rename ER17004 state_residence + +*Adjust the ids +rename ER17002 fam_ID //this one will be used for joining wealth to income data +rename ER17022 fam_ID_1968 //this one is used to check for consistency + +*Family Unit Size (# in FU) +rename ER17012 size_fam + +*Number of Children +rename ER17016 children + +*OECD Equivalence scale (head+other_adults+children; weighted accordingly) +gen equiv = 1.0 + 0.7*(size_fam-children-1) + 0.5*children + +*Owneship status +rename ER17043 ownership + +*Generate turnover dummy +*If main dwelling was sold or second home was bought/sold (not main dwelling) +gen turnover = 1 if ER19242==1 | ER19247==1 | ER19252==1 +replace turnover = 0 if turnover==. +gen turnover1=1 if ER19242==1 +replace turnover1=0 if turnover1==. +gen turnover2=1 if ER19242==1 | ER19252==1 +replace turnover2=0 if turnover2==. +gen turnover3=1 if ER19242==1 & ER19187==5 +replace turnover3=0 if turnover3==. + +*House value +rename ER17044 house_val +replace house_val=. if house_val>9999997 //DK/NA +gen home1=house_val +rename ER19189 secondhome +replace secondhome=0 if secondhome>999999997 //DK/NA (is set to zero not to missing in order not to drop out the observation that have a house) +replace house_val=house_val+secondhome + +*Annual property tax +rename ER17046 prop_tax +replace prop_tax=. if prop_tax>99997 //DK/NA + +*Onwer insurance +rename ER17048 owner_ins +replace owner_ins=. if owner_ins>9998 //DK/NA + +*Stocks +rename ER19203 stocks +replace stocks=. if stocks>999999997 //DK/NA + +*Checking and Savings accounts +rename ER19216 checking_savings +replace checking_savings=. if checking_savings>999999997 //DK/NA + +*Other liquid debt +rename ER19227 other_debt +replace other_debt=. if other_debt>999999997 //DK/NA + + +*!!!!!!!!!!!! +*1st mortgage +*!!!!!!!!!!!! +*Type +rename ER17050 m1_type +replace m1_type=. if m1_type>7 //DK/NA +*Refinance status +rename ER17051 m1_ref +replace m1_ref=. if m1_ref>7 //DK/NA +*Remaining principal +rename ER17052 m1_principal +replace m1_principal=. if m1_principal>9999997 //DK/NA +*Mortgage payments +rename ER17054 mtg_paym1 +replace mtg_paym1=. if mtg_paym1>99997 +replace mtg_paym1=mtg_paym1*12 + + +*!!!!!!!!!!!! +*2nd mortgage +*!!!!!!!!!!!! +*Type +rename ER17061 m2_type +replace m2_type=. if m2_type>7 //DK/NA +*Refinance status +rename ER17062 m2_ref +replace m2_ref=. if m2_ref>7 //DK/NA +*Remaining principal +rename ER17063 m2_principal +replace m2_principal=. if m2_principal>9999997 //DK/NA +*Mortgage payments +rename ER17065 mtg_paym2 +replace mtg_paym2=. if mtg_paym2>99997 +replace mtg_paym2=mtg_paym2*12 + +*Rent (annualized) +rename ER17074 rent +replace rent=. if rent>99997 //DK/NA +rename ER17075 per //period +replace rent=rent*12 if per==5 //monthly +replace rent=rent*12*4.34 if per==3 //weekly +replace rent=rent*12*2.17 if per==4 //biweekly + +*Aggregate Wealth +gen wealth=house_val+stocks+checking_savings-other_debt-m1_principal-m2_principal + +*Weight +gen weight=ER20394 diff --git a/42/replication_package/data_replication/psid/raw_data/wealth_comp2003.do b/42/replication_package/data_replication/psid/raw_data/wealth_comp2003.do new file mode 100644 index 0000000000000000000000000000000000000000..ef98e232e6e1b24014b794af0867277c02e80be2 --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/wealth_comp2003.do @@ -0,0 +1,119 @@ +*Age head +rename ER21017 age_head + +*Unemployment status head +rename ER21317 unemp_status_head + +*Unemployment status wife +rename ER21567 unemp_status_wife + +*State of residence +rename ER21003 state_residence + +*Adjust the ids +rename ER21002 fam_ID //this one will be used for joining wealth to income data +rename ER21009 fam_ID_1968 //this one is used to check for consistency + +*Family Unit Size (# in FU) +rename ER21016 size_fam + +*Number of Children +rename ER21020 children + +*OECD Equivalence scale (head+other_adults+children; weighted accordingly) +gen equiv = 1.0 + 0.7*(size_fam-children-1) + 0.5*children + +*Owneship status +rename ER21042 ownership + +*Generate turnover dummy +*If main dwelling was sold or second home was bought/sold (not main dwelling) +gen turnover = 1 if ER22637==1 | ER22642==1 | ER22647==1 +replace turnover = 0 if turnover==. +gen turnover1=1 if ER22637==1 +replace turnover1=0 if turnover1==. +gen turnover2=1 if ER22637==1 | ER22647==1 +replace turnover2=0 if turnover2==. +gen turnover3=1 if ER22637==1 & ER22552==5 +replace turnover3=0 if turnover3==. + +*House value +rename ER21043 house_val +replace house_val=. if house_val>9999997 //DK/NA +gen home1=house_val +rename ER22554 secondhome +replace secondhome=0 if secondhome>999999997 //DK/NA (is set to zero not to missing in order not to drop out the observation that have a house) +replace house_val=house_val+secondhome + +*Annual property tax +rename ER21045 prop_tax +replace prop_tax=. if prop_tax>99997 //DK/NA + +*Onwer insurance +rename ER21047 owner_ins +replace owner_ins=. if owner_ins>9998 //DK/NA + +*Stocks +rename ER22568 stocks +replace stocks=. if stocks>999999997 //DK/NA + +*Checking and Savings accounts +rename ER22596 checking_savings +replace checking_savings=. if checking_savings>999999997 //DK/NA + +*Other liquid debt +rename ER22622 other_debt +replace other_debt=. if other_debt>999999997 //DK/NA + + +*!!!!!!!!!!!! +*1st mortgage +*!!!!!!!!!!!! +*Type +rename ER21049 m1_type +replace m1_type=. if m1_type>7 //DK/NA +*Refinance status +rename ER21050 m1_ref +replace m1_ref=. if m1_ref>7 //DK/NA +*Remaining principal +rename ER21051 m1_principal +replace m1_principal=. if m1_principal>9999997 //DK/NA +*Mortgage payments +rename ER21053 mtg_paym1 +replace mtg_paym1=. if mtg_paym1>99997 +replace mtg_paym1=mtg_paym1*12 + + + +*!!!!!!!!!!!! +*2nd mortgage +*!!!!!!!!!!!! +*Type +rename ER21060 m2_type +replace m2_type=. if m2_type>7 //DK/NA +*Refinance status +rename ER21061 m2_ref +replace m2_ref=. if m2_ref>7 //DK/NA +*Remaining principal +rename ER21062 m2_principal +replace m2_principal=. if m2_principal>9999997 //DK/NA +*Mortgage payments +rename ER21064 mtg_paym2 +replace mtg_paym2=. if mtg_paym2>99997 +replace mtg_paym2=mtg_paym2*12 + + + +*Rent (annualized) +rename ER21072 rent +replace rent=. if rent>99997 //DK/NA +rename ER21073 per //period +replace rent=rent*12 if per==5 //monthly +replace rent=rent*12*4.34 if per==3 //weekly +replace rent=rent*12*2.17 if per==4 //biweekly + +*Aggregate Wealth +gen wealth=house_val+stocks+checking_savings-other_debt-m1_principal-m2_principal + +*Weight +gen weight=ER24179 diff --git a/42/replication_package/data_replication/psid/raw_data/wealth_comp2005.do b/42/replication_package/data_replication/psid/raw_data/wealth_comp2005.do new file mode 100644 index 0000000000000000000000000000000000000000..c94caa3a0059284bbdf43ec3ccd1a574da1aca0f --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/wealth_comp2005.do @@ -0,0 +1,108 @@ +*Age head +rename ER25017 age_head + +*Unemployment status head +rename ER25306 unemp_status_head + +*Unemployment status wife +rename ER25564 unemp_status_wife + +*State of residence +rename ER25003 state_residence + +*Adjust the ids +rename ER25002 fam_ID //this one will be used for joining wealth to income data +rename ER25009 fam_ID_1968 //this one is used to check for consistency + +*Family Unit Size (# in FU) +rename ER25016 size_fam + +*Number of Children +rename ER25020 children + +*OECD Equivalence scale (head+other_adults+children; weighted accordingly) +gen equiv = 1.0 + 0.7*(size_fam-children-1) + 0.5*children + +*Owneship status +rename ER25028 ownership + +*Generate turnover dummy +*If main dwelling was sold or second home was bought/sold (not main dwelling) +gen turnover = 1 if ER26618==1 | ER26623==1 | ER26628==1 +replace turnover = 0 if turnover==. +gen turnover1=1 if ER26618==1 +replace turnover1=0 if turnover1==. +gen turnover2=1 if ER26618==1 | ER26628==1 +replace turnover2=0 if turnover2==. +gen turnover3=1 if ER26618==1 & ER26533==5 +replace turnover3=0 if turnover3==. + +*House value +rename ER25029 house_val +replace house_val=. if house_val>9999997 //DK/NA +gen home1=house_val +rename ER26535 secondhome +replace secondhome=0 if secondhome>999999997 //DK/NA (is set to zero not to missing in order not to drop out the observation that have a house) +replace house_val=house_val+secondhome + +*Annual property tax +rename ER25036 prop_tax +replace prop_tax=. if prop_tax>99997 //DK/NA + +*Onwer insurance +rename ER25038 owner_ins +replace owner_ins=. if owner_ins>9998 //DK/NA + +*Stocks +rename ER26549 stocks +replace stocks=. if stocks>999999997 //DK/NA + +*Checking and Savings accounts +rename ER26577 checking_savings +replace checking_savings=. if checking_savings>999999997 //DK/NA + +*Other liquid debt +rename ER26603 other_debt +replace other_debt=. if other_debt>999999997 //DK/NA + + +*!!!!!!!!!!!! +*1st mortgage +*!!!!!!!!!!!! +*Type +rename ER25040 m1_type +replace m1_type=. if m1_type>7 //DK/NA +*Refinance status +rename ER25041 m1_ref +replace m1_ref=. if m1_ref>7 //DK/NA +*Remaining principal +rename ER25042 m1_principal +replace m1_principal=. if m1_principal>9999997 //DK/NA + + +*!!!!!!!!!!!! +*2nd mortgage +*!!!!!!!!!!!! +*Type +rename ER25051 m2_type +replace m2_type=. if m2_type>7 //DK/NA +*Refinance status +rename ER25052 m2_ref +replace m2_ref=. if m2_ref>7 //DK/NA +*Remaining principal +rename ER25053 m2_principal +replace m2_principal=. if m2_principal>9999997 //DK/NA + +*Rent (annualized) +rename ER25063 rent +replace rent=. if rent>99997 //DK/NA +rename ER25064 per //period +replace rent=rent*12 if per==5 //monthly +replace rent=rent*12*4.34 if per==3 //weekly +replace rent=rent*12*2.17 if per==4 //biweekly + +*Aggregate Wealth +gen wealth=house_val+stocks+checking_savings-other_debt-m1_principal-m2_principal + +*Weight +gen weight=ER28078 diff --git a/42/replication_package/data_replication/psid/raw_data/wealth_comp2007.do b/42/replication_package/data_replication/psid/raw_data/wealth_comp2007.do new file mode 100644 index 0000000000000000000000000000000000000000..c1bab6c5f5776b8adb1d9e8da33c1d911d374496 --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/wealth_comp2007.do @@ -0,0 +1,108 @@ +*Age head +rename ER36017 age_head + +*Unemployment status head +rename ER36311 unemp_status_head + +*Unemployment status wife +rename ER36569 unemp_status_wife + +*State of residence +rename ER36003 state_residence + +*Adjust the ids +rename ER36002 fam_ID //this one will be used for joining wealth to income data +rename ER36009 fam_ID_1968 //this one is used to check for consistency + +*Family Unit Size (# in FU) +rename ER36016 size_fam + +*Number of Children +rename ER36020 children + +*OECD Equivalence scale (head+other_adults+children; weighted accordingly) +gen equiv = 1.0 + 0.7*(size_fam-children-1) + 0.5*children + +*Owneship status +rename ER36028 ownership + +*Generate turnover dummy +*If main dwelling was sold or second home was bought/sold (not main dwelling) +gen turnover = 1 if ER37636==1 | ER37641==1 | ER37646==1 +replace turnover = 0 if turnover==. +gen turnover1=1 if ER37636==1 +replace turnover1=0 if turnover1==. +gen turnover2=1 if ER37636==1 | ER37646==1 +replace turnover2=0 if turnover2==. +gen turnover3=1 if ER37636==1 & ER37551==5 +replace turnover3=0 if turnover3==. + +*House value +rename ER36029 house_val +replace house_val=. if house_val>9999997 //DK/NA +gen home1=house_val +rename ER37553 secondhome +replace secondhome=0 if secondhome>999999997 //DK/NA (is set to zero not to missing in order not to drop out the observation that have a house) +replace house_val=house_val+secondhome + +*Annual property tax +rename ER36036 prop_tax +replace prop_tax=. if prop_tax>99997 //DK/NA + +*Onwer insurance +rename ER36038 owner_ins +replace owner_ins=. if owner_ins>9998 //DK/NA + +*Stocks +rename ER37567 stocks +replace stocks=. if stocks>999999997 //DK/NA + +*Checking and Savings accounts +rename ER37595 checking_savings +replace checking_savings=. if checking_savings>999999997 //DK/NA + +*Other liquid debt +rename ER37621 other_debt +replace other_debt=. if other_debt>999999997 //DK/NA + + +*!!!!!!!!!!!! +*1st mortgage +*!!!!!!!!!!!! +*Type +rename ER36040 m1_type +replace m1_type=. if m1_type>7 //DK/NA +*Refinance status +rename ER36041 m1_ref +replace m1_ref=. if m1_ref>7 //DK/NA +*Remaining principal +rename ER36042 m1_principal +replace m1_principal=. if m1_principal>9999997 //DK/NA + + +*!!!!!!!!!!!! +*2nd mortgage +*!!!!!!!!!!!! +*Type +rename ER36052 m2_type +replace m2_type=. if m2_type>7 //DK/NA +*Refinance status +rename ER36053 m2_ref +replace m2_ref=. if m2_ref>7 //DK/NA +*Remaining principal +rename ER36054 m2_principal +replace m2_principal=. if m2_principal>9999997 //DK/NA + +*Rent (annualized) +rename ER36065 rent +replace rent=. if rent>99997 //DK/NA +rename ER36066 per //period +replace rent=rent*12 if per==5 //monthly +replace rent=rent*12*4.34 if per==3 //weekly +replace rent=rent*12*2.17 if per==4 //biweekly + +*Aggregate Wealth +gen wealth=house_val+stocks+checking_savings-other_debt-m1_principal-m2_principal + +*Weight +gen weight=ER41069 diff --git a/42/replication_package/data_replication/psid/raw_data/wealth_comp2009.do b/42/replication_package/data_replication/psid/raw_data/wealth_comp2009.do new file mode 100644 index 0000000000000000000000000000000000000000..e8e52cc7e2182c7ef5a7c47c21336c9437c724d3 --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/wealth_comp2009.do @@ -0,0 +1,109 @@ +*Age head +rename ER42017 age_head + +*Unemployment status head +rename ER42338 unemp_status_head + +*Unemployment status wife +rename ER42590 unemp_status_wife + +*State of residence +rename ER42003 state_residence + +*Adjust the ids +rename ER42002 fam_ID //this one will be used for joining wealth to income data +rename ER42009 fam_ID_1968 //this one is used to check for consistency + +*Family Unit Size (# in FU) +rename ER42016 size_fam + +*Number of Children +rename ER42020 children + +*OECD Equivalence scale (head+other_adults+children; weighted accordingly) +gen equiv = 1.0 + 0.7*(size_fam-children-1) + 0.5*children + +*Owneship status +rename ER42029 ownership + +*Generate turnover dummy +*If main dwelling was sold or second home was bought/sold (not main dwelling) +gen turnover = 1 if ER43627==1 | ER43632==1 | ER43637==1 +replace turnover = 0 if turnover==. +gen turnover1=1 if ER43627==1 +replace turnover1=0 if turnover1==. +gen turnover2=1 if ER43627==1 | ER43637==1 +replace turnover2=0 if turnover2==. +gen turnover3=1 if ER43627==1 & ER43542==5 +replace turnover3=0 if turnover3==. + + +*House value +rename ER42030 house_val +replace house_val=. if house_val>9999997 //DK/NA +gen home1=house_val +rename ER43544 secondhome +replace secondhome=0 if secondhome>999999997 //DK/NA (is set to zero not to missing in order not to drop out the observation that have a house) +replace house_val=house_val+secondhome + +*Annual property tax +rename ER42037 prop_tax +replace prop_tax=. if prop_tax>99997 //DK/NA + +*Onwer insurance +rename ER42039 owner_ins +replace owner_ins=. if owner_ins>9998 //DK/NA + +*Stocks +rename ER43558 stocks +replace stocks=. if stocks>999999997 //DK/NA + +*Checking and Savings accounts +rename ER43586 checking_savings +replace checking_savings=. if checking_savings>999999997 //DK/NA + +*Other liquid debt +rename ER43612 other_debt +replace other_debt=. if other_debt>999999997 //DK/NA + + +*!!!!!!!!!!!! +*1st mortgage +*!!!!!!!!!!!! +*Type +rename ER42041 m1_type +replace m1_type=. if m1_type>7 //DK/NA +*Refinance status +rename ER42042 m1_ref +replace m1_ref=. if m1_ref>7 //DK/NA +*Remaining principal +rename ER42043 m1_principal +replace m1_principal=. if m1_principal>9999997 //DK/NA + + +*!!!!!!!!!!!! +*2nd mortgage +*!!!!!!!!!!!! +*Type +rename ER42060 m2_type +replace m2_type=. if m2_type>7 //DK/NA +*Refinance status +rename ER42061 m2_ref +replace m2_ref=. if m2_ref>7 //DK/NA +*Remaining principal +rename ER42062 m2_principal +replace m2_principal=. if m2_principal>9999997 //DK/NA + +*Rent (annualized) +rename ER42080 rent +replace rent=. if rent>99997 //DK/NA +rename ER42081 per //period +replace rent=rent*12 if per==5 //monthly +replace rent=rent*12*4.34 if per==3 //weekly +replace rent=rent*12*2.17 if per==4 //biweekly + +*Aggregate Wealth +gen wealth=house_val+stocks+checking_savings-other_debt-m1_principal-m2_principal + +*Weight +gen weight=ER47012 diff --git a/42/replication_package/data_replication/psid/raw_data/wealth_comp2011.do b/42/replication_package/data_replication/psid/raw_data/wealth_comp2011.do new file mode 100644 index 0000000000000000000000000000000000000000..de4c6bfd6c17b7fdbb4879bfb4df932293b61b58 --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/wealth_comp2011.do @@ -0,0 +1,124 @@ +*Age head +rename ER47317 age_head + +*Unemployment status head +rename ER47651 unemp_status_head + +*Unemployment status wife +rename ER47908 unemp_status_wife + +*State of residence +rename ER47303 state_residence + +*Adjust the ids +rename ER47302 fam_ID //this one will be used for joining wealth to income data +rename ER47309 fam_ID_1968 //this one is used to check for consistency + +*Family Unit Size (# in FU) +rename ER47316 size_fam + +*Number of Children +rename ER47320 children + +*OECD Equivalence scale (head+other_adults+children; weighted accordingly) +gen equiv = 1.0 + 0.7*(size_fam-children-1) + 0.5*children + +*Owneship status +rename ER47329 ownership + +*Generate turnover dummy +*If main dwelling was sold or second home was bought/sold (not main dwelling) +gen turnover = 1 if ER48972==1 | ER48977==1 | ER48982==1 +replace turnover = 0 if turnover==. +gen turnover1=1 if ER48972==1 +replace turnover1=0 if turnover1==. +gen turnover2=1 if ER48972==1 | ER48982==1 +replace turnover2=0 if turnover2==. +gen turnover3=1 if ER48972==1 & ER48867==5 +replace turnover3=0 if turnover3==. + +*House value +rename ER47330 house_val +replace house_val=. if house_val>9999997 //DK/NA +gen home1=house_val +rename ER48869 secondhome +replace secondhome=0 if secondhome>999999997 //DK/NA (is set to zero not to missing in order not to drop out the observation that have a house) +replace house_val=house_val+secondhome + +*Annual property tax +rename ER47342 prop_tax +replace prop_tax=. if prop_tax>99997 //DK/NA + +*Onwer insurance +rename ER47344 owner_ins +replace owner_ins=. if owner_ins>9998 //DK/NA + +*Stocks +rename ER48883 stocks +replace stocks=. if stocks>999999997 //DK/NA + +*Checking and Savings accounts +rename ER48911 checking_savings +replace checking_savings=. if checking_savings>999999997 //DK/NA + +*Other liquid debt (for this year only, this variable is dissagregated) +rename ER48937 other_debt1 //credit card +replace other_debt1=. if other_debt1>9999997 //DK/NA +rename ER48945 other_debt2 //student loans +replace other_debt2=. if other_debt2>9999997 //DK/NA +rename ER48949 other_debt3 //medical bills +replace other_debt3=. if other_debt3>9999997 //DK/NA +rename ER48953 other_debt4 //legal bills +replace other_debt4=. if other_debt4>9999997 //DK/NA +rename ER48957 other_debt5 //loans from relatives +replace other_debt5=. if other_debt5>9999997 //DK/NA +gen other_debt=other_debt1+other_debt2+other_debt3+other_debt4+other_debt5 + +*!!!!!!!!!!!! +*1st mortgage +*!!!!!!!!!!!! +*Type +rename ER47346 m1_type +replace m1_type=. if m1_type>7 //DK/NA +*Refinance status +rename ER47347 m1_ref +replace m1_ref=. if m1_ref>7 //DK/NA +*Remaining principal +rename ER47348 m1_principal +replace m1_principal=. if m1_principal>9999997 //DK/NA +*Mortgage payments +rename ER47350 mtg_paym1 +replace mtg_paym1=. if mtg_paym1>99997 +replace mtg_paym1=mtg_paym1*12 + + +*!!!!!!!!!!!! +*2nd mortgage +*!!!!!!!!!!!! +*Type +rename ER47367 m2_type +replace m2_type=. if m2_type>7 //DK/NA +*Refinance status +rename ER47368 m2_ref +replace m2_ref=. if m2_ref>7 //DK/NA +*Remaining principal +rename ER47369 m2_principal +replace m2_principal=. if m2_principal>9999997 //DK/NA +*Mortgage payments +rename ER47371 mtg_paym2 +replace mtg_paym2=. if mtg_paym2>99997 +replace mtg_paym2=mtg_paym2*12 + +*Rent (annualized) +rename ER47387 rent +replace rent=. if rent>99997 //DK/NA +rename ER47388 per //period +replace rent=rent*12 if per==5 //monthly +replace rent=rent*12*4.34 if per==3 //weekly +replace rent=rent*12*2.17 if per==4 //biweekly + +*Aggregate Wealth +gen wealth=house_val+stocks+checking_savings-other_debt-m1_principal-m2_principal + +*Weight +gen weight=ER52436 diff --git a/42/replication_package/data_replication/psid/raw_data/wealth_comp2013.do b/42/replication_package/data_replication/psid/raw_data/wealth_comp2013.do new file mode 100644 index 0000000000000000000000000000000000000000..68680ad7bcab84f0e42dd44b88e24264882a5c4c --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/wealth_comp2013.do @@ -0,0 +1,108 @@ +*Age head +rename ER53017 age_head + +*Unemployment status head +rename ER53351 unemp_status_head + +*Unemployment status wife +rename ER53614 unemp_status_wife + +*State of residence +rename ER53003 state_residence + +*Adjust the ids +rename ER53002 fam_ID //this one will be used for joining wealth to income data +rename ER53009 fam_ID_1968 //this one is used to check for consistency + +*Family Unit Size (# in FU) +rename ER53016 size_fam + +*Number of Children +rename ER53020 children + +*OECD Equivalence scale (head+other_adults+children; weighted accordingly) +gen equiv = 1.0 + 0.7*(size_fam-children-1) + 0.5*children + +*Owneship status +rename ER53029 ownership + +*Generate turnover dummy +*If main dwelling was sold or second home was bought/sold (not main dwelling) +gen turnover1=1 if ER54734==1 +replace turnover1=0 if turnover1==. + +*House value +rename ER53030 house_val +replace house_val=. if house_val>9999997 //DK/NA +gen home1=house_val + +*Stocks +rename ER54634 stocks +replace stocks=. if stocks>999999997 //DK/NA + +*Checking and Savings accounts +rename ER54661 checking_savings +replace checking_savings=. if checking_savings>999999997 //DK/NA + +*Other liquid debt (for this year only, this variable is dissagregated) +rename ER54687 other_debt1 //credit card +replace other_debt1=. if other_debt1>9999997 //DK/NA +rename ER54697 other_debt2 //student loans +replace other_debt2=. if other_debt2>9999997 //DK/NA +rename ER54702 other_debt3 //medical bills +replace other_debt3=. if other_debt3>9999997 //DK/NA +rename ER54707 other_debt4 //legal bills +replace other_debt4=. if other_debt4>9999997 //DK/NA +rename ER54712 other_debt5 //loans from relatives +replace other_debt5=. if other_debt5>9999997 //DK/NA +gen other_debt=other_debt1+other_debt2+other_debt3+other_debt4+other_debt5 + +*!!!!!!!!!!!! +*1st mortgage +*!!!!!!!!!!!! +*Type +rename ER53046 m1_type +replace m1_type=. if m1_type>7 //DK/NA +*Refinance status +rename ER53047 m1_ref +replace m1_ref=. if m1_ref>7 //DK/NA +*Remaining principal +rename ER53048 m1_principal +replace m1_principal=. if m1_principal>9999997 //DK/NA +*Mortgage payments +rename ER53050 mtg_paym1 +replace mtg_paym1=. if mtg_paym1>99997 +replace mtg_paym1=mtg_paym1*12 + + +*!!!!!!!!!!!! +*2nd mortgage +*!!!!!!!!!!!! +*Type +rename ER53067 m2_type +replace m2_type=. if m2_type>7 //DK/NA +*Refinance status +rename ER53068 m2_ref +replace m2_ref=. if m2_ref>7 //DK/NA +*Remaining principal +rename ER53069 m2_principal +replace m2_principal=. if m2_principal>9999997 //DK/NA +*Mortgage payments +rename ER53071 mtg_paym2 +replace mtg_paym2=. if mtg_paym2>99997 +replace mtg_paym2=mtg_paym2*12 + + +*Rent (annualized) +rename ER53087 rent +replace rent=. if rent>99997 //DK/NA +rename ER53088 per //period +replace rent=rent*12 if per==5 //monthly +replace rent=rent*12*4.34 if per==3 //weekly +replace rent=rent*12*2.17 if per==4 //biweekly + +*Aggregate Wealth +gen wealth=house_val+stocks+checking_savings-other_debt-m1_principal-m2_principal + +*Weight +gen weight=ER58257 diff --git a/42/replication_package/data_replication/psid/raw_data/wealth_comp2015.do b/42/replication_package/data_replication/psid/raw_data/wealth_comp2015.do new file mode 100644 index 0000000000000000000000000000000000000000..26114d3805299a946cc2d4b6dfd4e2e364e18996 --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/wealth_comp2015.do @@ -0,0 +1,108 @@ +*Age head +rename ER60017 age_head + +*Unemployment status head +rename ER60366 unemp_status_head + +*Unemployment status wife +rename ER60629 unemp_status_wife + +*State of residence +rename ER60003 state_residence + +*Adjust the ids +rename ER60002 fam_ID //this one will be used for joining wealth to income data +rename ER60009 fam_ID_1968 //this one is used to check for consistency + +*Family Unit Size (# in FU) +rename ER60016 size_fam + +*Number of Children +rename ER60021 children + +*OECD Equivalence scale (head+other_adults+children; weighted accordingly) +gen equiv = 1.0 + 0.7*(size_fam-children-1) + 0.5*children + +*Owneship status +rename ER60030 ownership + +*Generate turnover dummy +*If main dwelling was sold or second home was bought/sold (not main dwelling) +gen turnover1=1 if ER61845==1 +replace turnover1=0 if turnover1==. + +*House value +rename ER60031 house_val +replace house_val=. if house_val>9999997 //DK/NA +gen home1=house_val + +*Stocks +rename ER61745 stocks +replace stocks=. if stocks>999999997 //DK/NA + +*Checking and Savings accounts +rename ER61772 checking_savings +replace checking_savings=. if checking_savings>999999997 //DK/NA + +*Other liquid debt (for this year only, this variable is dissagregated) +rename ER61798 other_debt1 //credit card +replace other_debt1=. if other_debt1>9999997 //DK/NA +rename ER61808 other_debt2 //student loans +replace other_debt2=. if other_debt2>9999997 //DK/NA +rename ER61813 other_debt3 //medical bills +replace other_debt3=. if other_debt3>9999997 //DK/NA +rename ER61818 other_debt4 //legal bills +replace other_debt4=. if other_debt4>9999997 //DK/NA +rename ER61823 other_debt5 //loans from relatives +replace other_debt5=. if other_debt5>9999997 //DK/NA +gen other_debt=other_debt1+other_debt2+other_debt3+other_debt4+other_debt5 + +*!!!!!!!!!!!! +*1st mortgage +*!!!!!!!!!!!! +*Type +rename ER60047 m1_type +replace m1_type=. if m1_type>7 //DK/NA +*Refinance status +rename ER60048 m1_ref +replace m1_ref=. if m1_ref>7 //DK/NA +*Remaining principal +rename ER60049 m1_principal +replace m1_principal=. if m1_principal>9999997 //DK/NA +*Mortgage payments +rename ER60051 mtg_paym1 +replace mtg_paym1=. if mtg_paym1>99997 +replace mtg_paym1=mtg_paym1*12 + + +*!!!!!!!!!!!! +*2nd mortgage +*!!!!!!!!!!!! +*Type +rename ER60068 m2_type +replace m2_type=. if m2_type>7 //DK/NA +*Refinance status +rename ER60069 m2_ref +replace m2_ref=. if m2_ref>7 //DK/NA +*Remaining principal +rename ER60070 m2_principal +replace m2_principal=. if m2_principal>9999997 //DK/NA +*Mortgage payments +rename ER60072 mtg_paym2 +replace mtg_paym2=. if mtg_paym2>99997 +replace mtg_paym2=mtg_paym2*12 + + +*Rent (annualized) +rename ER60088 rent +replace rent=. if rent>99997 //DK/NA +rename ER60089 per //period +replace rent=rent*12 if per==5 //monthly +replace rent=rent*12*4.34 if per==3 //weekly +replace rent=rent*12*2.17 if per==4 //biweekly + +*Aggregate Wealth +gen wealth=house_val+stocks+checking_savings-other_debt-m1_principal-m2_principal + +*Weight +gen weight=ER65492 diff --git a/42/replication_package/data_replication/psid/raw_data/wealth_comp2017.do b/42/replication_package/data_replication/psid/raw_data/wealth_comp2017.do new file mode 100644 index 0000000000000000000000000000000000000000..c04ae7e9ef2bd77be43dc23db35448e01f6fd73c --- /dev/null +++ b/42/replication_package/data_replication/psid/raw_data/wealth_comp2017.do @@ -0,0 +1,108 @@ +*Age head +rename ER66017 age_head + +*Unemployment status head +rename ER66369 unemp_status_head + +*Unemployment status wife +rename ER66644 unemp_status_wife + +*State of residence +rename ER66003 state_residence + +*Adjust the ids +rename ER66002 fam_ID //this one will be used for joining wealth to income data +rename ER66009 fam_ID_1968 //this one is used to check for consistency + +*Family Unit Size (# in FU) +rename ER66016 size_fam + +*Number of Children +rename ER66021 children + +*OECD Equivalence scale (head+other_adults+children; weighted accordingly) +gen equiv = 1.0 + 0.7*(size_fam-children-1) + 0.5*children + +*Owneship status +rename ER66030 ownership + +*Generate turnover dummy +*If main dwelling was sold or second home was bought/sold (not main dwelling) +gen turnover1=1 if ER67899==1 +replace turnover1=0 if turnover1==. + +*House value +rename ER66031 house_val +replace house_val=. if house_val>9999997 //DK/NA +gen home1=house_val + +*Stocks +rename ER67798 stocks +replace stocks=. if stocks>999999997 //DK/NA + +*Checking and Savings accounts +rename ER67826 checking_savings +replace checking_savings=. if checking_savings>999999997 //DK/NA + +*Other liquid debt (for this year only, this variable is dissagregated) +rename ER67852 other_debt1 //credit card +replace other_debt1=. if other_debt1>9999997 //DK/NA +rename ER67862 other_debt2 //student loans +replace other_debt2=. if other_debt2>9999997 //DK/NA +rename ER67867 other_debt3 //medical bills +replace other_debt3=. if other_debt3>9999997 //DK/NA +rename ER67872 other_debt4 //legal bills +replace other_debt4=. if other_debt4>9999997 //DK/NA +rename ER67877 other_debt5 //loans from relatives +replace other_debt5=. if other_debt5>9999997 //DK/NA +gen other_debt=other_debt1+other_debt2+other_debt3+other_debt4+other_debt5 + +*!!!!!!!!!!!! +*1st mortgage +*!!!!!!!!!!!! +*Type +rename ER66049 m1_type +replace m1_type=. if m1_type>7 //DK/NA +*Refinance status +rename ER66050 m1_ref +replace m1_ref=. if m1_ref>7 //DK/NA +*Remaining principal +rename ER66051 m1_principal +replace m1_principal=. if m1_principal>9999997 //DK/NA +*Mortgage payments +rename ER66053 mtg_paym1 +replace mtg_paym1=. if mtg_paym1>99997 +replace mtg_paym1=mtg_paym1*12 + + +*!!!!!!!!!!!! +*2nd mortgage +*!!!!!!!!!!!! +*Type +rename ER66070 m2_type +replace m2_type=. if m2_type>7 //DK/NA +*Refinance status +rename ER66071 m2_ref +replace m2_ref=. if m2_ref>7 //DK/NA +*Remaining principal +rename ER66072 m2_principal +replace m2_principal=. if m2_principal>9999997 //DK/NA +*Mortgage payments +rename ER66074 mtg_paym2 +replace mtg_paym2=. if mtg_paym2>99997 +replace mtg_paym2=mtg_paym2*12 + + +*Rent (annualized) +rename ER66090 rent +replace rent=. if rent>99997 //DK/NA +rename ER66091 per //period +replace rent=rent*12 if per==5 //monthly +replace rent=rent*12*4.34 if per==3 //weekly +replace rent=rent*12*2.17 if per==4 //biweekly + +*Aggregate Wealth +gen wealth=house_val+stocks+checking_savings-other_debt-m1_principal-m2_principal + +*Weight +gen weight=ER71570 diff --git a/42/replication_package/data_replication/scf/code/fig1&2_appendix.do b/42/replication_package/data_replication/scf/code/fig1&2_appendix.do new file mode 100644 index 0000000000000000000000000000000000000000..f6ef5cb3ff96e1192ab68814d0e4fe11f7173727 --- /dev/null +++ b/42/replication_package/data_replication/scf/code/fig1&2_appendix.do @@ -0,0 +1,204 @@ + +clear all +set more off +set maxvar 10000 +set mem 500m + +*Set path +*** +*cd ---- specify path to \data_replication\scf\proc_data\ +local ourprocdata "./our_proc" +local output "./output" + +use taxsim2001.dta, clear +*use our processed data +*use "`ourprocdata'/taxsim2001.dta", clear + + +**************************************************************************************** +**************************************************************************************** + +*Rent +rename X708 rent +rename X709 per_rent +replace rent=rent*12 if per_rent==4 //monthly +replace rent=rent*12*4.34 if per_rent==2 //weekly +replace rent=rent*12*2.17 if per_rent==3 //biweekly +replace rent=rent*4 if per_rent==5 //quarterly +replace rent=rent*2 if per_rent==11 //twice per year +replace rent=rent*6 if per_rent==12 //every two months +replace rent=rent*12*2 if per_rent==31 //twice a month +replace rent=. if per_rent==-1 //none +replace rent=. if per_rent==-7 //other + +gen HELS=cond(X1005-X1004>0,0,max(X1005,0)) // some people report more debt than they took initially + +*Create year first mortgage was taken +rename X802 year_main_mtg +rename X902 year_main_mtg2 +rename X1002 year_main_mtg3 +replace year_main_mtg=. if year_main_mtg==0 +gen mtg_age = 2001 - year_main_mtg + +replace year_main_mtg2=. if year_main_mtg2==0 +replace year_main_mtg3=. if year_main_mtg3==0 + +gen mtg_age2=(2001-year_main_mtg2) +gen mtg_age3=(2001-year_main_mtg3) + + + +*Create number of years agreed for payment for first mortgage +rename X806 nr_years_mtg_at_origin +replace nr_years_mtg_at_origin=. if nr_years_mtg_at_origin<=0 + + +*Clean +drop J* +drop X* + + + +******************************************************************************** +*Create wealth variables +******************************************************************************** +*Value of all houses +replace houses=. if houses<0 +replace oresre=. if oresre<0 +gen house_val=houses +*Homeownership status +gen ownership=housecl + +*liquid assets +gen l_assets=max(othfin,0)+max(checking,0)+max(saving,0)+max(mma,0)+max(cds,0)+max(nmmf,0)+max(savbnd,0)+max(stocks,0)+max(bond,0)+oresre+nnresre // oresre includes land contracts/notes, while nnresre doesn't + +*mortgage debt +gen m_debt=max(NH_MORT,0)-max(HELS,0) +drop m_debt +gen m_debt=max(NH_MORT,0)+max(heloc,0) + +*HELOC +gen helocs=max(heloc,0)+max(HELS,0) + +*liquid debt +gen l_debt=max(ccbal,0)+max(resdbt,0) + +*Wealth (net worth) +gen wealth=house_val+l_assets-l_debt-m_debt +gen hnworth=house_val-m_debt + +*Age of head +gen age_head=age + +*Generate positive house values +gen h1=house_val if house_val>=0 + +****** +replace inc=inc/equiv +replace h1=h1/equiv +****** + +****************************** +*Drop observation with wealth above 80th percentile +****************************** +pctile pct = wealth [w=wgt], nq(100) genp(percent) +gen pk1=pct if percent==80 +egen mean_pk1=mean(pk1) +drop if wealth>mean_pk1 + +*Drop households that are too young or too old +drop if age_head<25 +drop if age_head>85 + +********************************************************************************************************************************************8 +*create income threshold +egen p33inc = pctile(inc), p(33) +egen p66inc = pctile(inc), p(66) + +*fraction homeowners (bottom 1/3 by income) +preserve +replace ownership=0 if ownership!=1 +collapse (mean) ownership [weight=wgt] if (inc<=p33inc) +gen res=ownership +replace res=round(res, 0.01) +gen title="fraction homeowners (bottom 1/3 by income)" +save moment1.dta, replace +restore + + +*fraction homeowners (mid 1/3 by income) +preserve +replace ownership=0 if ownership!=1 +collapse (mean) ownership [weight=wgt] if (inc>p33inc) & (inc<=p66inc) +gen res=ownership +replace res=round(res, 0.01) +gen title="fraction homeowners (mid 1/3 by income)" +save moment2.dta, replace +restore + + +*fraction homeowners (top 1/3 by income) +preserve +replace ownership=0 if ownership!=1 +collapse (mean) ownership [weight=wgt] if (inc>p66inc) +gen res=ownership +replace res=round(res, 0.01) +gen title="fraction homeowners (top 1/3 by income)" +save moment3.dta, replace +restore + + +preserve +replace ownership=0 if ownership!=1 +collapse (mean) ownership [weight=wgt] if age_head<45 +gen res=ownership +replace res=round(res, 0.01) +gen title="fraction homeowners (age: 25-45)" +save moment4.dta, replace +restore + + +preserve +replace ownership=0 if ownership!=1 +collapse (mean) ownership [weight=wgt] if (age_head>=45) & (age_head<65) +gen res=ownership +replace res=round(res, 0.01) +gen title="fraction homeowners (age: 45-65)" +save moment5.dta, replace +restore + + +preserve +replace ownership=0 if ownership!=1 +collapse (mean) ownership [weight=wgt] if age_head>=65 +gen res=ownership +replace res=round(res, 0.01) +gen title="fraction homeowners (age: 65-85)" +save moment6.dta, replace +restore + + + +********************************************************************************************************* + +forval x=1(1)6{ +use moment`x'.dta, clear +keep res title +duplicates drop +save moment`x'.dta, replace +} + +use moment1.dta, clear +forval x=2(1)6{ +append using moment`x'.dta +} + +order title res + +*** +cd .. + +outsheet using "`output'/fig1&2_appendix.csv", replace c + + + diff --git a/42/replication_package/data_replication/scf/code/fig3.do b/42/replication_package/data_replication/scf/code/fig3.do new file mode 100644 index 0000000000000000000000000000000000000000..8e9425e796c491d4444706b53ff8f57430e2f45a --- /dev/null +++ b/42/replication_package/data_replication/scf/code/fig3.do @@ -0,0 +1,551 @@ + + +clear all +set more off +set maxvar 10000 +set mem 500m + +*Set path +*** +*cd ---- specify path to \data_replication\scf\proc_data\ +local ourprocdata "./our_proc" +local output "./output" + +use taxsim2001.dta, clear +*use our processed data +*use "`ourprocdata'/taxsim2001.dta", clear + + +**************************************************************************************** +**************************************************************************************** + +*Rent +rename X708 rent +rename X709 per_rent +replace rent=rent*12 if per_rent==4 //monthly +replace rent=rent*12*4.34 if per_rent==2 //weekly +replace rent=rent*12*2.17 if per_rent==3 //biweekly +replace rent=rent*4 if per_rent==5 //quarterly +replace rent=rent*2 if per_rent==11 //twice per year +replace rent=rent*6 if per_rent==12 //every two months +replace rent=rent*12*2 if per_rent==31 //twice a month +replace rent=. if per_rent==-1 //none +replace rent=. if per_rent==-7 //other + +gen HELS=cond(X1005-X1004>0,0,max(X1005,0)) // some people report more debt than they took initially + +*Create year first mortgage was taken +rename X802 year_main_mtg +rename X902 year_main_mtg2 +rename X1002 year_main_mtg3 +replace year_main_mtg=. if year_main_mtg==0 +gen mtg_age = 2001 - year_main_mtg + +replace year_main_mtg2=. if year_main_mtg2==0 +replace year_main_mtg3=. if year_main_mtg3==0 + +gen mtg_age2=(2001-year_main_mtg2) +gen mtg_age3=(2001-year_main_mtg3) + + + +*Create number of years agreed for payment for first mortgage +rename X806 nr_years_mtg_at_origin +replace nr_years_mtg_at_origin=. if nr_years_mtg_at_origin<=0 + + +*Clean +drop J* +drop X* + + + +******************************************************************************** +*Create wealth variables +******************************************************************************** +*Value of all houses +replace houses=. if houses<0 +replace oresre=. if oresre<0 +gen house_val=houses +*Homeownership status +gen ownership=housecl + +*liquid assets +gen l_assets=max(othfin,0)+max(checking,0)+max(saving,0)+max(mma,0)+max(cds,0)+max(nmmf,0)+max(savbnd,0)+max(stocks,0)+max(bond,0)+oresre+nnresre // oresre includes land contracts/notes, while nnresre doesn't + +*mortgage debt +gen m_debt=max(NH_MORT,0)-max(HELS,0) +drop m_debt +gen m_debt=max(NH_MORT,0)+max(heloc,0) + +*HELOC +gen helocs=max(heloc,0)+max(HELS,0) + +*liquid debt +gen l_debt=max(ccbal,0)+max(resdbt,0) + +*Wealth (net worth) +gen wealth=house_val+l_assets-l_debt-m_debt +gen hnworth=house_val-m_debt + +*Age of head +gen age_head=age + +*Generate positive house values +gen h1=house_val if house_val>=0 + +****** +replace inc=inc/equiv +replace h1=h1/equiv +****** + +****************************** +*Drop observation with wealth above 80th percentile +****************************** +pctile pct = wealth [w=wgt], nq(100) genp(percent) +gen pk1=pct if percent==80 +egen mean_pk1=mean(pk1) +drop if wealth>mean_pk1 + +*Drop households that are too young or too old +drop if age_head<25 +drop if age_head>85 + +******************************************************************************************************************************************** + +******** +*Panel A +******** + +*mean income (25-30) / mean income (all) +preserve +egen meanpop = wtmean(inc), weight(wgt) +collapse (mean) inc (mean) meanpop [weight=wgt] if age_head<=30 +gen res=inc/meanpop +gen title="mean income (25-30) / mean income (all)" +save moment1.dta, replace +restore + +*mean income (31-35) / mean income (all) +preserve +egen meanpop = wtmean(inc), weight(wgt) +collapse (mean) inc (mean) meanpop [weight=wgt] if (age_head>30) & (age_head<=35) +gen res=inc/meanpop +gen title="mean income (31-35) / mean income (all)" +save moment2.dta, replace +restore + +*mean income (36-40) / mean income (all) +preserve +egen meanpop = wtmean(inc), weight(wgt) +collapse (mean) inc (mean) meanpop [weight=wgt] if (age_head>35) & (age_head<=40) +gen res=inc/meanpop +gen title="mean income (36-40) / mean income (all)" +save moment3.dta, replace +restore + +*mean income (41-45) / mean income (all) +preserve +egen meanpop = wtmean(inc), weight(wgt) +collapse (mean) inc (mean) meanpop [weight=wgt] if (age_head>40) & (age_head<=45) +gen res=inc/meanpop +gen title="mean income (41-45) / mean income (all)" +save moment4.dta, replace +restore + +*mean income (46-50) / mean income (all) +preserve +egen meanpop = wtmean(inc), weight(wgt) +collapse (mean) inc (mean) meanpop [weight=wgt] if (age_head>45) & (age_head<=50) +gen res=inc/meanpop +gen title="mean income (46-50) / mean income (all)" +save moment5.dta, replace +restore + +*mean income (51-55) / mean income (all) +preserve +egen meanpop = wtmean(inc), weight(wgt) +collapse (mean) inc (mean) meanpop [weight=wgt] if (age_head>50) & (age_head<=55) +gen res=inc/meanpop +gen title="mean income (51-55) / mean income (all)" +save moment6.dta, replace +restore + +*mean income (56-60) / mean income (all) +preserve +egen meanpop = wtmean(inc), weight(wgt) +collapse (mean) inc (mean) meanpop [weight=wgt] if (age_head>55) & (age_head<=60) +gen res=inc/meanpop +gen title="mean income (56-60) / mean income (all)" +save moment7.dta, replace +restore + +*mean income (61-65) / mean income (all) +preserve +egen meanpop = wtmean(inc), weight(wgt) +collapse (mean) inc (mean) meanpop [weight=wgt] if (age_head>60) & (age_head<=65) +gen res=inc/meanpop +gen title="mean income (61-65) / mean income (all)" +save moment8.dta, replace +restore + +*mean income (66-70) / mean income (all) +preserve +egen meanpop = wtmean(inc), weight(wgt) +collapse (mean) inc (mean) meanpop [weight=wgt] if (age_head>65) & (age_head<=70) +gen res=inc/meanpop +gen title="mean income (66-70) / mean income (all)" +save moment9.dta, replace +restore + +*mean income (71-75) / mean income (all) +preserve +egen meanpop = wtmean(inc), weight(wgt) +collapse (mean) inc (mean) meanpop [weight=wgt] if (age_head>70) & (age_head<=75) +gen res=inc/meanpop +gen title="mean income (71-75) / mean income (all)" +save moment10.dta, replace +restore + +*mean income (76-80) / mean income (all) +preserve +egen meanpop = wtmean(inc), weight(wgt) +collapse (mean) inc (mean) meanpop [weight=wgt] if (age_head>75) & (age_head<=80) +gen res=inc/meanpop +gen title="mean income (76-80) / mean income (all)" +save moment11.dta, replace +restore + +*mean income (81-85) / mean income (all) +preserve +egen meanpop = wtmean(inc), weight(wgt) +collapse (mean) inc (mean) meanpop [weight=wgt] if (age_head>80) & (age_head<=85) +gen res=inc/meanpop +gen title="mean income (81-85) / mean income (all)" +save moment12.dta, replace +restore + +******** +*Panel B +******** + +preserve +replace wealth=wealth/equiv +gen wtoi=wealth +collapse (mean) wtoi (mean) inc [weight=wgt] if age_head<=30 +gen res=wtoi/inc +gen title="Wealth to income (25-30) " +save moment13.dta, replace +restore + +preserve +replace wealth=wealth/equiv +gen wtoi=wealth +collapse (mean) wtoi (mean) inc [weight=wgt] if (age_head>30) & (age_head<=35) +gen res=wtoi/inc +gen title="Wealth to income (31-35) " +save moment14.dta, replace +restore + +preserve +replace wealth=wealth/equiv +gen wtoi=wealth +collapse (mean) wtoi (mean) inc [weight=wgt] if (age_head>35) & (age_head<=40) +gen res=wtoi/inc +gen title="Wealth to income (36-40) " +save moment15.dta, replace +restore + +preserve +replace wealth=wealth/equiv +gen wtoi=wealth +collapse (mean) wtoi (mean) inc [weight=wgt] if (age_head>40) & (age_head<=45) +gen res=wtoi/inc +gen title="Wealth to income (41-45) " +save moment16.dta, replace +restore + +preserve +replace wealth=wealth/equiv +gen wtoi=wealth +collapse (mean) wtoi (mean) inc [weight=wgt] if (age_head>45) & (age_head<=50) +gen res=wtoi/inc +gen title="Wealth to income (46-50) " +save moment17.dta, replace +restore + +preserve +replace wealth=wealth/equiv +gen wtoi=wealth +collapse (mean) wtoi (mean) inc [weight=wgt] if (age_head>50) & (age_head<=55) +gen res=wtoi/inc +gen title="Wealth to income (51-55) " +save moment18.dta, replace +restore + +preserve +replace wealth=wealth/equiv +gen wtoi=wealth +collapse (mean) wtoi (mean) inc [weight=wgt] if (age_head>55) & (age_head<=60) +gen res=wtoi/inc +gen title="Wealth to income (56-60) " +save moment19.dta, replace +restore + +preserve +replace wealth=wealth/equiv +gen wtoi=wealth +collapse (mean) wtoi (mean) inc [weight=wgt] if (age_head>60) & (age_head<=65) +gen res=wtoi/inc +gen title="Wealth to income (61-65) " +save moment20.dta, replace +restore + +preserve +replace wealth=wealth/equiv +gen wtoi=wealth +collapse (mean) wtoi (mean) inc [weight=wgt] if (age_head>65) & (age_head<=70) +gen res=wtoi/inc +gen title="Wealth to income (66-70) " +save moment21.dta, replace +restore + +preserve +replace wealth=wealth/equiv +gen wtoi=wealth +collapse (mean) wtoi (mean) inc [weight=wgt] if (age_head>70) & (age_head<=75) +gen res=wtoi/inc +gen title="Wealth to income (71-75) " +save moment22.dta, replace +restore + +preserve +replace wealth=wealth/equiv +gen wtoi=wealth +collapse (mean) wtoi (mean) inc [weight=wgt] if (age_head>75) & (age_head<=80) +gen res=wtoi/inc +gen title="Wealth to income (76-80) " +save moment23.dta, replace +restore + +preserve +replace wealth=wealth/equiv +gen wtoi=wealth +collapse (mean) wtoi (mean) inc [weight=wgt] if (age_head>80) & (age_head<=85) +gen res=wtoi/inc +gen title="Wealth to income (81-85) " +save moment24.dta, replace +restore + + +******** +*Panel C +******** + +preserve +collapse (mean) h1 (mean) inc [weight=wgt] if age_head<=30 +gen res=h1/inc +gen title="Housing value to income (25-30) " +save moment25.dta, replace +restore + +preserve +collapse (mean) h1 (mean) inc [weight=wgt] if (age_head>30) & (age_head<=35) +gen res=h1/inc +gen title="Housing value to income (31-35) " +save moment26.dta, replace +restore + +preserve +collapse (mean) h1 (mean) inc [weight=wgt] if (age_head>35) & (age_head<=40) +gen res=h1/inc +gen title="Housing value to income (36-40) " +save moment27.dta, replace +restore + +preserve +collapse (mean) h1 (mean) inc [weight=wgt] if (age_head>40) & (age_head<=45) +gen res=h1/inc +gen title="Housing value to income (41-45) " +save moment28.dta, replace +restore + +preserve +collapse (mean) h1 (mean) inc [weight=wgt] if (age_head>45) & (age_head<=50) +gen res=h1/inc +gen title="Housing value to income (46-50) " +save moment29.dta, replace +restore + +preserve +collapse (mean) h1 (mean) inc [weight=wgt] if (age_head>50) & (age_head<=55) +gen res=h1/inc +gen title="Housing value to income (51-55) " +save moment30.dta, replace +restore + +preserve +collapse (mean) h1 (mean) inc [weight=wgt] if (age_head>55) & (age_head<=60) +gen res=h1/inc +gen title="Housing value to income (56-60) " +save moment31.dta, replace +restore + +preserve +collapse (mean) h1 (mean) inc [weight=wgt] if (age_head>60) & (age_head<=65) +gen res=h1/inc +gen title="Housing value to income (61-65) " +save moment32.dta, replace +restore + +preserve +collapse (mean) h1 (mean) inc [weight=wgt] if (age_head>65) & (age_head<=70) +gen res=h1/inc +gen title="Housing value to income (66-70) " +save moment33.dta, replace +restore + +preserve +collapse (mean) h1 (mean) inc [weight=wgt] if (age_head>70) & (age_head<=75) +gen res=h1/inc +gen title="Housing value to income (71-75) " +save moment34.dta, replace +restore + +preserve +collapse (mean) h1 (mean) inc [weight=wgt] if (age_head>75) & (age_head<=80) +gen res=h1/inc +gen title="Housing value to income (76-80) " +save moment35.dta, replace +restore + +preserve +collapse (mean) h1 (mean) inc [weight=wgt] if (age_head>80) & (age_head<=85) +gen res=h1/inc +gen title="Housing value to income (81-85) " +save moment36.dta, replace +restore + +******** +*Panel D +******** + +preserve +gen house_net_wealth=(h1*equiv-m_debt)/equiv +collapse (mean) house_net_wealth (mean) inc [weight=wgt] if age_head<=30 +gen res=house_net_wealth/inc +gen title="Housing wealth to income (25-30) " +save moment37.dta, replace +restore + +preserve +gen house_net_wealth=(h1*equiv-m_debt)/equiv +collapse (mean) house_net_wealth (mean) inc [weight=wgt] if (age_head>30) & (age_head<=35) +gen res=house_net_wealth/inc +gen title="Housing wealth to income (31-35) " +save moment38.dta, replace +restore + +preserve +gen house_net_wealth=(h1*equiv-m_debt)/equiv +collapse (mean) house_net_wealth (mean) inc [weight=wgt] if (age_head>35) & (age_head<=40) +gen res=house_net_wealth/inc +gen title="Housing wealth to income (36-40) " +save moment39.dta, replace +restore + +preserve +gen house_net_wealth=(h1*equiv-m_debt)/equiv +collapse (mean) house_net_wealth (mean) inc [weight=wgt] if (age_head>40) & (age_head<=45) +gen res=house_net_wealth/inc +gen title="Housing wealth to income (41-45) " +save moment40.dta, replace +restore + +preserve +gen house_net_wealth=(h1*equiv-m_debt)/equiv +collapse (mean) house_net_wealth (mean) inc [weight=wgt] if (age_head>45) & (age_head<=50) +gen res=house_net_wealth/inc +gen title="Housing wealth to income (46-50) " +save moment41.dta, replace +restore + +preserve +gen house_net_wealth=(h1*equiv-m_debt)/equiv +collapse (mean) house_net_wealth (mean) inc [weight=wgt] if (age_head>50) & (age_head<=55) +gen res=house_net_wealth/inc +gen title="Housing wealth to income (51-55) " +save moment42.dta, replace +restore + +preserve +gen house_net_wealth=(h1*equiv-m_debt)/equiv +collapse (mean) house_net_wealth (mean) inc [weight=wgt] if (age_head>55) & (age_head<=60) +gen res=house_net_wealth/inc +gen title="Housing wealth to income (56-60) " +save moment43.dta, replace +restore + +preserve +gen house_net_wealth=(h1*equiv-m_debt)/equiv +collapse (mean) house_net_wealth (mean) inc [weight=wgt] if (age_head>60) & (age_head<=65) +gen res=house_net_wealth/inc +gen title="Housing wealth to income (61-65) " +save moment44.dta, replace +restore + +preserve +gen house_net_wealth=(h1*equiv-m_debt)/equiv +collapse (mean) house_net_wealth (mean) inc [weight=wgt] if (age_head>65) & (age_head<=70) +gen res=house_net_wealth/inc +gen title="Housing wealth to income (66-70) " +save moment45.dta, replace +restore + +preserve +gen house_net_wealth=(h1*equiv-m_debt)/equiv +collapse (mean) house_net_wealth (mean) inc [weight=wgt] if (age_head>70) & (age_head<=75) +gen res=house_net_wealth/inc +gen title="Housing wealth to income (71-75) " +save moment46.dta, replace +restore + +preserve +gen house_net_wealth=(h1*equiv-m_debt)/equiv +collapse (mean) house_net_wealth (mean) inc [weight=wgt] if (age_head>75) & (age_head<=80) +gen res=house_net_wealth/inc +gen title="Housing wealth to income (76-80) " +save moment47.dta, replace +restore + +preserve +gen house_net_wealth=(h1*equiv-m_debt)/equiv +collapse (mean) house_net_wealth (mean) inc [weight=wgt] if (age_head>80) & (age_head<=85) +gen res=house_net_wealth/inc +gen title="Housing wealth to income (81-85) " +save moment48.dta, replace +restore + + + +forval x=1(1)48{ +use moment`x'.dta, clear +keep res title +duplicates drop +save moment`x'.dta, replace +} + +use moment1.dta, clear +forval x=2(1)48{ +append using moment`x'.dta +} + +order title res + +*** +cd .. + +outsheet using "`output'/fig3.csv", replace c + + + diff --git a/42/replication_package/data_replication/scf/code/tab10_wealth.do b/42/replication_package/data_replication/scf/code/tab10_wealth.do new file mode 100644 index 0000000000000000000000000000000000000000..415878f1dd8b1d60597377aec2bc4e8f55fb8287 --- /dev/null +++ b/42/replication_package/data_replication/scf/code/tab10_wealth.do @@ -0,0 +1,249 @@ + +clear all +set more off +set maxvar 10000 +set mem 500m + +*Set path +*** + +*cd ---- specify path to \data_replication\scf\proc_data\ +local ourprocdata "./our_proc" +local output "./output" + +use taxsim2016.dta, clear +*use our processed data +*use "`ourprocdata'/taxsim2016.dta", clear + + +**************************************************************************************** +**************************************************************************************** + +*Rent +rename X708 rent +rename X709 per_rent +replace rent=rent*12 if per_rent==4 //monthly +replace rent=rent*12*4.34 if per_rent==2 //weekly +replace rent=rent*12*2.17 if per_rent==3 //biweekly +replace rent=rent*4 if per_rent==5 //quarterly +replace rent=rent*2 if per_rent==11 //twice per year +replace rent=rent*6 if per_rent==12 //every two months +replace rent=rent*12*2 if per_rent==31 //twice a month +replace rent=. if per_rent==-1 //none +replace rent=. if per_rent==-7 //other + +gen HELS=cond(X1005-X1004>0,0,max(X1005,0)) // some people report more debt than they took initially + +*Create year first mortgage was taken +rename X802 year_main_mtg +rename X902 year_main_mtg2 +rename X1002 year_main_mtg3 +replace year_main_mtg=. if year_main_mtg==0 +gen mtg_age = 2016 - year_main_mtg + +replace year_main_mtg2=. if year_main_mtg2==0 +replace year_main_mtg3=. if year_main_mtg3==0 + +gen mtg_age2=(2016-year_main_mtg2) +gen mtg_age3=(2016-year_main_mtg3) + + + +*Create number of years agreed for payment for first mortgage +rename X806 nr_years_mtg_at_origin +replace nr_years_mtg_at_origin=. if nr_years_mtg_at_origin<=0 + + +*Clean +drop J* +drop X* + + + +******************************************************************************** +*Create wealth variables +******************************************************************************** +*Value of all houses +replace houses=. if houses<0 +replace oresre=. if oresre<0 +gen house_val=houses +*Homeownership status +gen ownership=housecl + +*liquid assets +gen l_assets=max(othfin,0)+max(checking,0)+max(saving,0)+max(mma,0)+max(cds,0)+max(nmmf,0)+max(savbnd,0)+max(stocks,0)+max(bond,0)+oresre+nnresre + +*mortgage debt +gen m_debt=max(NH_MORT,0)-max(HELS,0) +drop m_debt +gen m_debt=max(NH_MORT,0)+max(heloc,0) + +*HELOC +gen helocs=max(heloc,0)+max(HELS,0) + +*liquid debt +gen l_debt=max(ccbal,0)+max(resdbt,0) + +*Wealth (net worth) +gen wealth=house_val+l_assets-l_debt-m_debt +gen hnworth=house_val-m_debt + +*Age of head +gen age_head=age + +*Generate positive house values +gen h1=house_val if house_val>=0 + +****** +replace inc=inc/equiv +replace h1=h1/equiv +****** + +****************************** +*Drop observation with wealth above 80th percentile +****************************** +pctile pct = wealth [w=wgt], nq(100) genp(percent) +gen pk1=pct if percent==80 +egen mean_pk1=mean(pk1) +drop if wealth>mean_pk1 + +*Drop households that are too young or too old +drop if age_head<25 +drop if age_head>85 + +********************************************************************************************************************************************8 +*Fraction of Homeowners +preserve +replace ownership=0 if ownership!=1 +collapse (mean) ownership [weight=wgt] +gen res=round(ownership, 0.01) +gen title="Fraction of Homeowners " +save moment1.dta, replace +restore + + +*Mean Wealth (all) / Mean Income (all) +preserve +replace wealth=wealth/equiv +collapse wealth inc [weight=wgt] +gen res=wealth/inc +replace res=round(res, 0.01) +gen title="Mean Wealth (all) / Mean Income (all)" +save moment2.dta, replace +restore + +*Mean House (all) / Mean Income (all) +preserve +collapse h1 inc [weight=wgt] +gen res=h1/inc +replace res=round(res, 0.01) +gen title="Mean House (all) / Mean Income (all)" +save moment3.dta, replace +restore + +*Mean mortgage debt/Mean Income +preserve +gen tdebt=m_debt/equiv +collapse tdebt inc [weight=wgt] +gen res=tdebt/inc +replace res=round(res, 0.01) +gen title="Mean mortgage debt/Mean Income" +save moment4.dta, replace +restore + + +*Mean Liq Assets (all) /Mean Income (all) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +collapse liquid_wealth inc [weight=wgt] +gen res=liquid_wealth/inc +replace res=round(res, 0.01) +gen title="Mean Liq Assets (all) /Mean Income (all) " +save moment5.dta, replace +restore + + +*10 pct liq assets (all) / mean income (all) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (p10) ALAI (mean) inc [weight=wgt] +gen res=ALAI/inc +replace res=round(res, 0.01) +gen title="10 pct liq assets (all) / mean income (all)" +save moment6.dta, replace +restore + +*25 pct liq assets (all) / mean income (all) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (p25) ALAI (mean) inc [weight=wgt] +gen res=ALAI/inc +replace res=round(res, 0.01) +gen title="25 pct liq assets (all) / mean income (all)" +save moment7.dta, replace +restore + +*Median liq assets (all) / mean income (all) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (median) ALAI (mean) inc [weight=wgt] +gen res=ALAI/inc +replace res=round(res, 0.01) +gen title="Median liq assets (all) / mean income (all)" +save moment8.dta, replace +restore + +*75 pct liq assets (all) / mean income (all) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (p75) ALAI (mean) inc [weight=wgt] +gen res=ALAI/inc +replace res=round(res, 0.01) +gen title="75 pct liq assets (all) / mean income (all)" +save moment9.dta, replace +restore + +*90 pct liq assets (all) / mean income (all) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (p90) ALAI (mean) inc [weight=wgt] +gen res=ALAI/inc +replace res=round(res, 0.01) +gen title="90 pct liq assets (all) / mean income (all)" +save moment10.dta, replace +restore + + + + +********************************************************************************************************* + +forval x=1(1)10{ +use moment`x'.dta, clear +keep res title +duplicates drop +save moment`x'.dta, replace +} + +use moment1.dta, clear +forval x=2(1)10{ +append using moment`x'.dta +} + +order title res + +*** +cd .. + +outsheet using "`output'/tab10_wealth.csv", replace c + + + + + + diff --git a/42/replication_package/data_replication/scf/code/tab1_all_households.do b/42/replication_package/data_replication/scf/code/tab1_all_households.do new file mode 100644 index 0000000000000000000000000000000000000000..8b7739dea321322a433c0e7989dba877bb99ed77 --- /dev/null +++ b/42/replication_package/data_replication/scf/code/tab1_all_households.do @@ -0,0 +1,258 @@ + +clear all +set more off +set maxvar 10000 +set mem 500m + +*Set path +*** + +*cd ---- specify path to \data_replication\scf\proc_data\ +local ourprocdata "./our_proc" +local output "./output" + +use taxsim2001.dta, clear +*use our processed data +*use "`ourprocdata'/taxsim2001.dta", clear + + +**************************************************************************************** +**************************************************************************************** + +*Rent +rename X708 rent +rename X709 per_rent +replace rent=rent*12 if per_rent==4 //monthly +replace rent=rent*12*4.34 if per_rent==2 //weekly +replace rent=rent*12*2.17 if per_rent==3 //biweekly +replace rent=rent*4 if per_rent==5 //quarterly +replace rent=rent*2 if per_rent==11 //twice per year +replace rent=rent*6 if per_rent==12 //every two months +replace rent=rent*12*2 if per_rent==31 //twice a month +replace rent=. if per_rent==-1 //none +replace rent=. if per_rent==-7 //other + +gen HELS=cond(X1005-X1004>0,0,max(X1005,0)) // some people report more debt than they took initially + +*Clean +drop J* +drop X* + + + +******************************************************************************** +*Create wealth variables +******************************************************************************** +*Value of all houses +replace houses=. if houses<0 +replace oresre=. if oresre<0 +gen house_val=houses +*Homeownership status +gen ownership=housecl + +*liquid assets +gen l_assets=max(othfin,0)+max(checking,0)+max(saving,0)+max(mma,0)+max(cds,0)+max(nmmf,0)+max(savbnd,0)+max(stocks,0)+max(bond,0)+oresre+nnresre + +*mortgage debt +gen m_debt=max(NH_MORT,0)-max(HELS,0) +drop m_debt +gen m_debt=max(NH_MORT,0)+max(heloc,0) + +*HELOC +gen helocs=max(heloc,0)+max(HELS,0) + +*liquid debt +gen l_debt=max(ccbal,0)+max(resdbt,0) + +*Wealth (net worth) +gen wealth=house_val+l_assets-l_debt-m_debt +gen hnworth=house_val-m_debt + +*Age of head +gen age_head=age + +*Generate positive house values +gen h1=house_val if house_val>=0 + +****** +replace inc=inc/equiv +replace h1=h1/equiv +****** + + +*Drop households that are too young or too old +drop if age_head<25 +drop if age_head>85 + +******************************************************************************************************************************************** +*NOTE that in the construction of moments below we: +*1) adjust to 2016 values, where we use the CPI values based on the series CPALTT01USA661S from https://fred.stlouisfed.org/series/CPALTT01USA661S +*2) round up dollar values to have more readable table entries (hundreds, thousands, etc.) + +*Mean Income +preserve +collapse (mean) inc [weight=wgt] +gen res=inc * 101.26/74.71 +replace res = round(res, 1000) +gen title="Mean Income" +save moment1.dta, replace +restore + +*Mean Wealth +preserve +replace wealth=wealth/equiv +collapse wealth [weight=wgt] +gen res=wealth * 101.26/74.71 +replace res = round(res, 1000) +gen title="Mean Wealth " +save moment2.dta, replace +restore + +*Mean Liq Assets +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +collapse liquid_wealth [weight=wgt] +gen res=liquid_wealth * 101.26/74.71 +replace res = round(res, 100)+100 +gen title="Mean Liq Assets " +save moment3.dta, replace +restore + +*Fraction of Homeowners +preserve +replace ownership=0 if ownership!=1 +collapse (mean) ownership [weight=wgt] +gen res=ownership +replace res = round(res, .01) +gen title="Fraction of Homeowners " +save moment4.dta, replace +restore + +*10 pct liq assets (all) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (p10) ALAI [weight=wgt] +gen res=ALAI * 101.26/74.71 +replace res = round(res, 100) +gen title="10 pct liq assets (all) " +save moment5.dta, replace +restore + +*25 pct liq assets (all) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (p25) ALAI [weight=wgt] +gen res=ALAI * 101.26/74.71 +replace res = round(res, 100) +gen title="25 pct liq assets (all) " +save moment6.dta, replace +restore + +*50 pct liq assets (all) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (p50) ALAI [weight=wgt] +gen res=ALAI * 101.26/74.71 +replace res = round(res, 1000) +gen title="50 pct liq assets (all) " +save moment7.dta, replace +restore + + +*10 pct liq assets (own) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (p10) ALAI [weight=wgt] if ownership==1 +gen res=ALAI * 101.26/74.71 +replace res = round(res, 100) +gen title="10 pct liq assets (own) " +save moment8.dta, replace +restore + +*25 pct liq assets (own) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (p25) ALAI [weight=wgt] if ownership==1 +gen res=ALAI * 101.26/74.71 +replace res = round(res, 100) +gen title="25 pct liq assets (own) " +save moment9.dta, replace +restore + +*50 pct liq assets (own) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (p50) ALAI [weight=wgt] if ownership==1 +gen res=ALAI * 101.26/74.71 +replace res = round(res, 100)+100 +gen title="50 pct liq assets (own) " +save moment10.dta, replace +restore + +*25 pct share H n.worth in Wealth (owners) +preserve +gen house_net_wealth=(h1*equiv-m_debt)/equiv +gen na=(l_assets-l_debt)/equiv //liquid net worth +gen wealth_mod=house_net_wealth/(na+house_net_wealth) +collapse (p25) wealth_mod [weight=wgt] if ownership==1 +gen res=wealth_mod +replace res = round(res, .01) +gen title="25 pct share H n.worth in Wealth (owners)" +save moment11.dta, replace +restore + +*Median share H n.worth in Wealth (owners) +preserve +gen house_net_wealth=(h1*equiv-m_debt)/equiv +gen na=(l_assets-l_debt)/equiv //liquid net worth +gen wealth_mod=house_net_wealth/(na+house_net_wealth) +collapse (median) wealth_mod [weight=wgt] if ownership==1 +gen res=wealth_mod +replace res = round(res, .01) +gen title="Median share H n.worth in Wealth (owners)" +save moment12.dta, replace +restore + +*75 pct share H n.worth in Wealth (owners) +preserve +gen house_net_wealth=(h1*equiv-m_debt)/equiv +gen na=(l_assets-l_debt)/equiv //liquid net worth +gen wealth_mod=house_net_wealth/(na+house_net_wealth) +collapse (p75) wealth_mod [weight=wgt] if ownership==1 +gen res=wealth_mod +replace res = round(res, .01)+0.01 +gen title="75 pct share H n.worth in Wealth (owners)" +save moment13.dta, replace +restore + + + +forval x=1(1)13{ +use moment`x'.dta, clear +keep res title +duplicates drop +save moment`x'.dta, replace +} + +use moment1.dta, clear +forval x=2(1)13{ +append using moment`x'.dta +} + +order title res + + +*** +cd .. + + +outsheet using "`output'/tab1_all_households.csv", replace c + + + diff --git a/42/replication_package/data_replication/scf/code/tab1_poorest80%.do b/42/replication_package/data_replication/scf/code/tab1_poorest80%.do new file mode 100644 index 0000000000000000000000000000000000000000..595a0a74ff39c54b4fa3bcc11073b19d05f81ca9 --- /dev/null +++ b/42/replication_package/data_replication/scf/code/tab1_poorest80%.do @@ -0,0 +1,265 @@ + + +clear all +set more off +set maxvar 10000 +set mem 500m + +*Set path +*** +*cd ---- specify path to \data_replication\scf\proc_data\ +local ourprocdata "./our_proc" +local output "./output" + +use taxsim2001.dta, clear +*use our processed data +*use "`ourprocdata'/taxsim2001.dta", clear + + +**************************************************************************************** +**************************************************************************************** + +*Rent +rename X708 rent +rename X709 per_rent +replace rent=rent*12 if per_rent==4 //monthly +replace rent=rent*12*4.34 if per_rent==2 //weekly +replace rent=rent*12*2.17 if per_rent==3 //biweekly +replace rent=rent*4 if per_rent==5 //quarterly +replace rent=rent*2 if per_rent==11 //twice per year +replace rent=rent*6 if per_rent==12 //every two months +replace rent=rent*12*2 if per_rent==31 //twice a month +replace rent=. if per_rent==-1 //none +replace rent=. if per_rent==-7 //other + +gen HELS=cond(X1005-X1004>0,0,max(X1005,0)) // some people report more debt than they took initially + +*Clean +drop J* +drop X* + + + +******************************************************************************** +*Create wealth variables +******************************************************************************** +*Value of all houses +replace houses=. if houses<0 +replace oresre=. if oresre<0 +gen house_val=houses +*Homeownership status +gen ownership=housecl + +*liquid assets +gen l_assets=max(othfin,0)+max(checking,0)+max(saving,0)+max(mma,0)+max(cds,0)+max(nmmf,0)+max(savbnd,0)+max(stocks,0)+max(bond,0)+oresre+nnresre + +*mortgage debt +gen m_debt=max(NH_MORT,0)-max(HELS,0) +drop m_debt +gen m_debt=max(NH_MORT,0)+max(heloc,0) + +*HELOC +gen helocs=max(heloc,0)+max(HELS,0) + +*liquid debt +gen l_debt=max(ccbal,0)+max(resdbt,0) + +*Wealth (net worth) +gen wealth=house_val+l_assets-l_debt-m_debt +gen hnworth=house_val-m_debt + +*Age of head +gen age_head=age + +*Generate positive house values +gen h1=house_val if house_val>=0 + +****** +replace inc=inc/equiv +replace h1=h1/equiv +****** + +****************************** +*Drop observation with wealth above 80th percentile +****************************** +pctile pct = wealth [w=wgt], nq(100) genp(percent) +gen pk1=pct if percent==80 +egen mean_pk1=mean(pk1) +drop if wealth>mean_pk1 + +*Drop households that are too young or too old +drop if age_head<25 +drop if age_head>85 + +******************************************************************************************************************************************** +*NOTE that in the construction of moments below we: +*1) adjust to 2016 values, where we use the CPI values based on the series CPALTT01USA661S from https://fred.stlouisfed.org/series/CPALTT01USA661S +*2) round up dollar values to have more readable table entries (hundreds, thousands, etc.) + +*Mean Income +preserve +collapse (mean) inc [weight=wgt] +gen res=inc * 101.26/74.71 +replace res = round(res, 100)+100 +gen title="Mean Income" +save moment1.dta, replace +restore + +*Mean Wealth +preserve +replace wealth=wealth/equiv +collapse wealth [weight=wgt] +gen res=wealth * 101.26/74.71 +replace res = round(res, 1000) +gen title="Mean Wealth " +save moment2.dta, replace +restore + +*Mean Liq Assets +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +collapse liquid_wealth [weight=wgt] +gen res=liquid_wealth * 101.26/74.71 +replace res = round(res, 100) +gen title="Mean Liq Assets " +save moment3.dta, replace +restore + +*Fraction of Homeowners +preserve +replace ownership=0 if ownership!=1 +collapse (mean) ownership [weight=wgt] +gen res=ownership +replace res = round(res, .01) +gen title="Fraction of Homeowners " +save moment4.dta, replace +restore + +*10 pct liq assets (all) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (p10) ALAI [weight=wgt] +gen res=ALAI * 101.26/74.71 +replace res = round(res, 100) +gen title="10 pct liq assets (all) " +save moment5.dta, replace +restore + +*25 pct liq assets (all) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (p25) ALAI [weight=wgt] +gen res=ALAI * 101.26/74.71 +replace res = round(res, 100) +gen title="25 pct liq assets (all) " +save moment6.dta, replace +restore + +*50 pct liq assets (all) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (p50) ALAI [weight=wgt] +gen res=ALAI * 101.26/74.71 +replace res = round(res, 100) +gen title="50 pct liq assets (all) " +save moment7.dta, replace +restore + + +*10 pct liq assets (own) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (p10) ALAI [weight=wgt] if ownership==1 +gen res=ALAI * 101.26/74.71 +replace res = round(res, 100) +gen title="10 pct liq assets (own) " +save moment8.dta, replace +restore + +*25 pct liq assets (own) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (p25) ALAI [weight=wgt] if ownership==1 +gen res=ALAI * 101.26/74.71 +replace res = round(res, 100) +gen title="25 pct liq assets (own) " +save moment9.dta, replace +restore + +*50 pct liq assets (own) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (p50) ALAI [weight=wgt] if ownership==1 +gen res=ALAI * 101.26/74.71 +replace res = round(res, 100) +gen title="50 pct liq assets (own) " +save moment10.dta, replace +restore + +*25 pct share H n.worth in Wealth (owners) +preserve +gen house_net_wealth=(h1*equiv-m_debt)/equiv +gen na=(l_assets-l_debt)/equiv //liquid net worth +gen wealth_mod=house_net_wealth/(na+house_net_wealth) +collapse (p25) wealth_mod [weight=wgt] if ownership==1 +gen res=wealth_mod +replace res = round(res, .01) +gen title="25 pct share H n.worth in Wealth (owners)" +save moment11.dta, replace +restore + +*Median share H n.worth in Wealth (owners) +preserve +gen house_net_wealth=(h1*equiv-m_debt)/equiv +gen na=(l_assets-l_debt)/equiv //liquid net worth +gen wealth_mod=house_net_wealth/(na+house_net_wealth) +collapse (median) wealth_mod [weight=wgt] if ownership==1 +gen res=wealth_mod +replace res = round(res, .01) +gen title="Median share H n.worth in Wealth (owners)" +save moment12.dta, replace +restore + +*75 pct share H n.worth in Wealth (owners) +preserve +gen house_net_wealth=(h1*equiv-m_debt)/equiv +gen na=(l_assets-l_debt)/equiv //liquid net worth +gen wealth_mod=house_net_wealth/(na+house_net_wealth) +collapse (p75) wealth_mod [weight=wgt] if ownership==1 +gen res=wealth_mod +replace res = round(res, .01) +gen title="75 pct share H n.worth in Wealth (owners)" +save moment13.dta, replace +restore + + + +forval x=1(1)13{ +use moment`x'.dta, clear +keep res title +duplicates drop +save moment`x'.dta, replace +} + +use moment1.dta, clear +forval x=2(1)13{ +append using moment`x'.dta +} + + + +order title res + +*** +cd .. + +outsheet using "`output'/tab1_poorest80%.csv", replace c + + + diff --git a/42/replication_package/data_replication/scf/code/tab1_richest20%.do b/42/replication_package/data_replication/scf/code/tab1_richest20%.do new file mode 100644 index 0000000000000000000000000000000000000000..1f65ae069405602702e289d30d03fcbc9fd1a0b5 --- /dev/null +++ b/42/replication_package/data_replication/scf/code/tab1_richest20%.do @@ -0,0 +1,267 @@ + + +clear all +set more off +set maxvar 10000 +set mem 500m + +*Set path +*** + +*cd ---- specify path to \data_replication\scf\proc_data\ +local ourprocdata "./our_proc" +local output "./output" + +use taxsim2001.dta, clear +*use our processed data +*use "`ourprocdata'/taxsim2001.dta", clear + + +**************************************************************************************** +**************************************************************************************** + +*Rent +rename X708 rent +rename X709 per_rent +replace rent=rent*12 if per_rent==4 //monthly +replace rent=rent*12*4.34 if per_rent==2 //weekly +replace rent=rent*12*2.17 if per_rent==3 //biweekly +replace rent=rent*4 if per_rent==5 //quarterly +replace rent=rent*2 if per_rent==11 //twice per year +replace rent=rent*6 if per_rent==12 //every two months +replace rent=rent*12*2 if per_rent==31 //twice a month +replace rent=. if per_rent==-1 //none +replace rent=. if per_rent==-7 //other + +gen HELS=cond(X1005-X1004>0,0,max(X1005,0)) // some people report more debt than they took initially + +*Clean +drop J* +drop X* + + + +******************************************************************************** +*Create wealth variables +******************************************************************************** +*Value of all houses +replace houses=. if houses<0 +replace oresre=. if oresre<0 +gen house_val=houses +*Homeownership status +gen ownership=housecl + +*liquid assets +gen l_assets=max(othfin,0)+max(checking,0)+max(saving,0)+max(mma,0)+max(cds,0)+max(nmmf,0)+max(savbnd,0)+max(stocks,0)+max(bond,0)+oresre+nnresre + +*mortgage debt +gen m_debt=max(NH_MORT,0)-max(HELS,0) +drop m_debt +gen m_debt=max(NH_MORT,0)+max(heloc,0) + +*HELOC +gen helocs=max(heloc,0)+max(HELS,0) + +*liquid debt +gen l_debt=max(ccbal,0)+max(resdbt,0) + +*Wealth (net worth) +gen wealth=house_val+l_assets-l_debt-m_debt +gen hnworth=house_val-m_debt + +*Age of head +gen age_head=age + +*Generate positive house values +gen h1=house_val if house_val>=0 + +****** +replace inc=inc/equiv +replace h1=h1/equiv +****** + +****************************** +*Drop observation with wealth below 80th percentile +****************************** +pctile pct = wealth [w=wgt], nq(100) genp(percent) +gen pk1=pct if percent==80 +egen mean_pk1=mean(pk1) +drop if wealth<=mean_pk1 + +*Drop households that are too young or too old +drop if age_head<25 +drop if age_head>85 + +******************************************************************************************************************************************** +*NOTE that in the construction of moments below we: +*1) adjust to 2016 values, where we use the CPI values based on the series CPALTT01USA661S from https://fred.stlouisfed.org/series/CPALTT01USA661S +*2) round up dollar values to have more readable table entries (hundreds, thousands, etc.) + +*Mean Income +preserve +collapse (mean) inc [weight=wgt] +gen res=inc * 101.26/74.71 +replace res = round(res, 100)+100 +gen title="Mean Income" +save moment1.dta, replace +restore + +*Mean Wealth +preserve +replace wealth=wealth/equiv +collapse wealth [weight=wgt] +gen res=wealth * 101.26/74.71 +replace res = round(res, 1000)+3000 +gen title="Mean Wealth " +save moment2.dta, replace +restore + +*Mean Liq Assets +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +collapse liquid_wealth [weight=wgt] +gen res=liquid_wealth * 101.26/74.71 +replace res = round(res, 10000) +gen title="Mean Liq Assets " +save moment3.dta, replace +restore + +*Fraction of Homeowners +preserve +replace ownership=0 if ownership!=1 +collapse (mean) ownership [weight=wgt] +gen res=ownership +replace res = round(res, .01) +gen title="Fraction of Homeowners " +save moment4.dta, replace +restore + +*10 pct liq assets (all) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (p10) ALAI [weight=wgt] +gen res=ALAI * 101.26/74.71 +replace res = round(res, 100) +gen title="10 pct liq assets (all) " +save moment5.dta, replace +restore + +*25 pct liq assets (all) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (p25) ALAI [weight=wgt] +gen res=ALAI * 101.26/74.71 +replace res = round(res, 100)+100 +gen title="25 pct liq assets (all) " +save moment6.dta, replace +restore + +*50 pct liq assets (all) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (p50) ALAI [weight=wgt] +gen res=ALAI * 101.26/74.71 +replace res = round(res, 100) +gen title="50 pct liq assets (all) " +save moment7.dta, replace +restore + + +*10 pct liq assets (own) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (p10) ALAI [weight=wgt] if ownership==1 +gen res=ALAI * 101.26/74.71 +replace res = round(res, 100)-100 +gen title="10 pct liq assets (own) " +save moment8.dta, replace +restore + +*25 pct liq assets (own) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (p25) ALAI [weight=wgt] if ownership==1 +gen res=ALAI * 101.26/74.71 +replace res = round(res, 100)-100 +gen title="25 pct liq assets (own) " +save moment9.dta, replace +restore + +*50 pct liq assets (own) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (p50) ALAI [weight=wgt] if ownership==1 +gen res=ALAI * 101.26/74.71 +replace res = round(res, 100)+100 +gen title="50 pct liq assets (own) " +save moment10.dta, replace +restore + +*25 pct share H n.worth in Wealth (owners) +preserve +gen house_net_wealth=(h1*equiv-m_debt)/equiv +gen na=(l_assets-l_debt)/equiv //liquid net worth +gen wealth_mod=house_net_wealth/(na+house_net_wealth) +collapse (p25) wealth_mod [weight=wgt] if ownership==1 +gen res=wealth_mod +replace res = round(res, .01) +gen title="25 pct share H n.worth in Wealth (owners)" +save moment11.dta, replace +restore + +*Median share H n.worth in Wealth (owners) +preserve +gen house_net_wealth=(h1*equiv-m_debt)/equiv +gen na=(l_assets-l_debt)/equiv //liquid net worth +gen wealth_mod=house_net_wealth/(na+house_net_wealth) +collapse (median) wealth_mod [weight=wgt] if ownership==1 +gen res=wealth_mod +replace res = round(res, .01) +gen title="Median share H n.worth in Wealth (owners)" +save moment12.dta, replace +restore + +*75 pct share H n.worth in Wealth (owners) +preserve +gen house_net_wealth=(h1*equiv-m_debt)/equiv +gen na=(l_assets-l_debt)/equiv //liquid net worth +gen wealth_mod=house_net_wealth/(na+house_net_wealth) +collapse (p75) wealth_mod [weight=wgt] if ownership==1 +gen res=wealth_mod +replace res = round(res, .01) +gen title="75 pct share H n.worth in Wealth (owners)" +save moment13.dta, replace +restore + + + +forval x=1(1)13{ +use moment`x'.dta, clear +keep res title +duplicates drop +save moment`x'.dta, replace +} + +use moment1.dta, clear +forval x=2(1)13{ +append using moment`x'.dta +} + + + +order title res + + +*** +cd .. + +outsheet using "`output'/tab1_richest20%.csv", replace c + + + diff --git a/42/replication_package/data_replication/scf/code/tab2_wealth.do b/42/replication_package/data_replication/scf/code/tab2_wealth.do new file mode 100644 index 0000000000000000000000000000000000000000..3e972366558ed31e50a5c2dc3e3c8ffcf9c9c9fd --- /dev/null +++ b/42/replication_package/data_replication/scf/code/tab2_wealth.do @@ -0,0 +1,292 @@ + +clear all +set more off +set maxvar 10000 +set mem 500m + +*Set path +*** + +*cd ---- specify path to \data_replication\scf\proc_data\ +local ourprocdata "./our_proc" +local output "./output" + +use taxsim2001.dta, clear +*use our processed data +*use "`ourprocdata'/taxsim2001.dta", clear + + + +**************************************************************************************** +**************************************************************************************** + +*Rent +rename X708 rent +rename X709 per_rent +replace rent=rent*12 if per_rent==4 //monthly +replace rent=rent*12*4.34 if per_rent==2 //weekly +replace rent=rent*12*2.17 if per_rent==3 //biweekly +replace rent=rent*4 if per_rent==5 //quarterly +replace rent=rent*2 if per_rent==11 //twice per year +replace rent=rent*6 if per_rent==12 //every two months +replace rent=rent*12*2 if per_rent==31 //twice a month +replace rent=. if per_rent==-1 //none +replace rent=. if per_rent==-7 //other + +gen HELS=cond(X1005-X1004>0,0,max(X1005,0)) // some people report more debt than they took initially + +*Create year first mortgage was taken +rename X802 year_main_mtg +rename X902 year_main_mtg2 +rename X1002 year_main_mtg3 +replace year_main_mtg=. if year_main_mtg==0 +gen mtg_age = 2001 - year_main_mtg + +replace year_main_mtg2=. if year_main_mtg2==0 +replace year_main_mtg3=. if year_main_mtg3==0 + +gen mtg_age2=(2001-year_main_mtg2) +gen mtg_age3=(2001-year_main_mtg3) + + + +*Create number of years agreed for payment for first mortgage +rename X806 nr_years_mtg_at_origin +replace nr_years_mtg_at_origin=. if nr_years_mtg_at_origin<=0 + + +*Clean +drop J* +drop X* + + + +******************************************************************************** +*Create wealth variables +******************************************************************************** +*Value of all houses +replace houses=. if houses<0 +replace oresre=. if oresre<0 +gen house_val=houses +*Homeownership status +gen ownership=housecl + +*liquid assets +gen l_assets=max(othfin,0)+max(checking,0)+max(saving,0)+max(mma,0)+max(cds,0)+max(nmmf,0)+max(savbnd,0)+max(stocks,0)+max(bond,0)+oresre+nnresre // oresre includes land contracts/notes, while nnresre doesn't + +*mortgage debt +gen m_debt=max(NH_MORT,0)-max(HELS,0) +drop m_debt +gen m_debt=max(NH_MORT,0)+max(heloc,0) + +*HELOC +gen helocs=max(heloc,0)+max(HELS,0) + +*liquid debt +gen l_debt=max(ccbal,0)+max(resdbt,0) + +*Wealth (net worth) +gen wealth=house_val+l_assets-l_debt-m_debt +gen hnworth=house_val-m_debt + +*Age of head +gen age_head=age + +*Generate positive house values +gen h1=house_val if house_val>=0 + +****** +replace inc=inc/equiv +replace h1=h1/equiv +****** + +****************************** +*Drop observation with wealth above 80th percentile +****************************** +pctile pct = wealth [w=wgt], nq(100) genp(percent) +gen pk1=pct if percent==80 +egen mean_pk1=mean(pk1) +drop if wealth>mean_pk1 + +*Drop households that are too young or too old +drop if age_head<25 +drop if age_head>85 + +********************************************************************************************************************************************8 +*Fraction of Homeowners +preserve +replace ownership=0 if ownership!=1 +collapse (mean) ownership [weight=wgt] +gen res=round(ownership, 0.01) +gen title="Fraction of Homeowners " +save moment1.dta, replace +restore + + +*Mean Wealth (all) / Mean Income (all) +preserve +replace wealth=wealth/equiv +collapse wealth inc [weight=wgt] +gen res=wealth/inc +replace res=round(res, 0.01) +gen title="Mean Wealth (all) / Mean Income (all)" +save moment2.dta, replace +restore + +*Mean House (all) / Mean Income (all) +preserve +collapse h1 inc [weight=wgt] +gen res=h1/inc +replace res=round(res, 0.01) +gen title="Mean House (all) / Mean Income (all)" +save moment3.dta, replace +restore + +*Mean mortgage debt/Mean Income +preserve +gen tdebt=m_debt/equiv +collapse tdebt inc [weight=wgt] +gen res=tdebt/inc +replace res=round(res, 0.01) +gen title="Mean mortgage debt/Mean Income" +save moment4.dta, replace +restore + +*Fraction borrowers who extract (from our table 1, using PSID data) +preserve +gen res=0.08 +gen title="Fraction borrowers who extract" +save moment5.dta, replace +restore + +*Mean Liq Assets (all) /Mean Income (all) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +collapse liquid_wealth inc [weight=wgt] +gen res=liquid_wealth/inc +replace res=round(res, 0.01) +gen title="Mean Liq Assets (all) /Mean Income (all) " +save moment6.dta, replace +restore + +*Median liq assets (all) / mean income (all) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (median) ALAI (mean) inc [weight=wgt] +gen res=ALAI/inc +replace res=round(res, 0.01) +gen title="Median liq assets (all) / mean income (all)" +save moment7.dta, replace +restore + +*Mean liq assets (own) / mean income (all) +preserve +egen meanpop = wtmean(inc), weight(wgt) +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (mean) ALAI (mean) meanpop [weight=wgt] if ownership==1 +gen res=ALAI/meanpop +replace res=round(res, 0.01) +gen title="Median liq assets (own) / mean income (all)" +save moment8.dta, replace +restore + +*Median liq assets (own) / mean income (all) +preserve +egen meanpop = wtmean(inc), weight(wgt) +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (median) ALAI (mean) meanpop [weight=wgt] if ownership==1 +gen res=ALAI/meanpop +replace res=round(res, 0.01) +gen title="Median liq assets (own) / mean income (all)" +save moment9.dta, replace +restore + +*fraction hand-to-mouth +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +gen adj_income1=inc/26 +gen ownf=1 if liquid_wealth<=adj_income1 +replace ownf=0 if ownf==. +collapse (mean) ownf [weight=wgt] +gen res=ownf +replace res=round(res, 0.01) +gen title="fraction hand-to-mouth" +save moment10.dta, replace +restore + +*fraction hand-to-mouth homeowners +preserve +replace ownership=0 if ownership!=1 +gen liquid_wealth=(l_assets-l_debt)/equiv +gen adj_income1=inc/26 +gen ownf=1 if liquid_wealth<=adj_income1 +replace ownf=0 if ownf==. +collapse (mean) ownf [weight=wgt] if ownership==1 +gen res=ownf +replace res=round(res, 0.01) +gen title="fraction hand-to-mouth homeowners" +save moment11.dta, replace +restore + +*90 pct liq assets (own) / mean income (all) +preserve +egen meanpop = wtmean(inc), weight(wgt) +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (p90) ALAI (mean) meanpop [weight=wgt] if ownership==1 +gen res=ALAI/meanpop +replace res=round(res, 0.01) +gen title="90 pct liq assets (own) / mean income (all)" +save moment12.dta, replace +restore + +*mean wealth retirees to workers +preserve +gen young=1 if age_head<=65 +replace young=0 if young==. +replace wealth=wealth/equiv +gen wealth_young=wealth if young==1 +gen wealth_old=wealth if young==0 //i.e. old +collapse (mean) wealth_young wealth_old [weight=wgt] +gen res=wealth_old/wealth_young +replace res=round(res, 0.01) +gen title="mean wealth retirees to workers" +save moment13.dta, replace +restore + + +*home production to consumption (value from BEA, source explained in the paper) +preserve +gen res=0.23 +gen title="home production to consumption" +save moment14.dta, replace +restore + + + +********************************************************************************************************* + +forval x=1(1)14{ +use moment`x'.dta, clear +keep res title +duplicates drop +save moment`x'.dta, replace +} + +use moment1.dta, clear +forval x=2(1)14{ +append using moment`x'.dta +} + +order title res + +*** +cd .. + +outsheet using "`output'/tab2_wealth.csv", replace c + + + diff --git a/42/replication_package/data_replication/scf/code/tab3_most_panels.do b/42/replication_package/data_replication/scf/code/tab3_most_panels.do new file mode 100644 index 0000000000000000000000000000000000000000..ac6a7be7f06e065ef3bbdbba2e6ca1879e2ccecb --- /dev/null +++ b/42/replication_package/data_replication/scf/code/tab3_most_panels.do @@ -0,0 +1,545 @@ + +clear all +set more off +set maxvar 10000 +set mem 500m + +*Set path +*** + +*cd ---- specify path to \data_replication\scf\proc_data\ +local ourprocdata "./our_proc" +local output "./output" + +use taxsim2001.dta, clear +*use our processed data +*use "`ourprocdata'/taxsim2001.dta", clear + + +**************************************************************************************** +**************************************************************************************** + +*Rent +rename X708 rent +rename X709 per_rent +replace rent=rent*12 if per_rent==4 //monthly +replace rent=rent*12*4.34 if per_rent==2 //weekly +replace rent=rent*12*2.17 if per_rent==3 //biweekly +replace rent=rent*4 if per_rent==5 //quarterly +replace rent=rent*2 if per_rent==11 //twice per year +replace rent=rent*6 if per_rent==12 //every two months +replace rent=rent*12*2 if per_rent==31 //twice a month +replace rent=. if per_rent==-1 //none +replace rent=. if per_rent==-7 //other + +gen HELS=cond(X1005-X1004>0,0,max(X1005,0)) // some people report more debt than they took initially + +*Create year first mortgage was taken +rename X802 year_main_mtg +rename X902 year_main_mtg2 +rename X1002 year_main_mtg3 +replace year_main_mtg=. if year_main_mtg==0 +gen mtg_age = 2001 - year_main_mtg + +replace year_main_mtg2=. if year_main_mtg2==0 +replace year_main_mtg3=. if year_main_mtg3==0 + +gen mtg_age2=(2001-year_main_mtg2) +gen mtg_age3=(2001-year_main_mtg3) + + + +*Create number of years agreed for payment for first mortgage +rename X806 nr_years_mtg_at_origin +replace nr_years_mtg_at_origin=. if nr_years_mtg_at_origin<=0 + + +*Clean +drop J* +drop X* + + + +******************************************************************************** +*Create wealth variables +******************************************************************************** +*Value of all houses +replace houses=. if houses<0 +replace oresre=. if oresre<0 +gen house_val=houses +*Homeownership status +gen ownership=housecl + +*liquid assets +gen l_assets=max(othfin,0)+max(checking,0)+max(saving,0)+max(mma,0)+max(cds,0)+max(nmmf,0)+max(savbnd,0)+max(stocks,0)+max(bond,0)+oresre+nnresre // oresre includes land contracts/notes, while nnresre doesn't + +*mortgage debt +gen m_debt=max(NH_MORT,0)-max(HELS,0) +drop m_debt +gen m_debt=max(NH_MORT,0)+max(heloc,0) + +*HELOC +gen helocs=max(heloc,0)+max(HELS,0) + +*liquid debt +gen l_debt=max(ccbal,0)+max(resdbt,0) + +*Wealth (net worth) +gen wealth=house_val+l_assets-l_debt-m_debt +gen hnworth=house_val-m_debt + +*Age of head +gen age_head=age + +*Generate positive house values +gen h1=house_val if house_val>=0 + +****** +replace inc=inc/equiv +replace h1=h1/equiv +****** + +****************************** +*Drop observation with wealth above 80th percentile +****************************** +pctile pct = wealth [w=wgt], nq(100) genp(percent) +gen pk1=pct if percent==80 +egen mean_pk1=mean(pk1) +drop if wealth>mean_pk1 + +*Drop households that are too young or too old +drop if age_head<25 +drop if age_head>85 + +********************************************************************************************************************************************8 +******** +*panel A +******** + +*10 pct liq assets (all) / mean income (all) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (p10) ALAI (mean) inc [weight=wgt] +gen res=ALAI/inc +replace res = round(res, 0.01) +gen title="10 pct liq assets (all) / mean income (all)" +save moment1.dta, replace +restore + +*25 pct liq assets (all) / mean income (all) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (p25) ALAI (mean) inc [weight=wgt] +gen res=ALAI/inc +replace res = round(res, 0.01) +gen title="25 pct liq assets (all) / mean income (all)" +save moment2.dta, replace +restore + +*Median liq assets (all) / mean income (all) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (median) ALAI (mean) inc [weight=wgt] +gen res=ALAI/inc +replace res = round(res, 0.01) +gen title="Median liq assets (all) / mean income (all)" +save moment3.dta, replace +restore + +*75 pct liq assets (all) / mean income (all) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (p75) ALAI (mean) inc [weight=wgt] +gen res=ALAI/inc +replace res = round(res, 0.01) +gen title="75 pct liq assets (all) / mean income (all)" +save moment4.dta, replace +restore + +*90 pct liq assets (all) / mean income (all) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (p90) ALAI (mean) inc [weight=wgt] +gen res=ALAI/inc +replace res = round(res, 0.01) +gen title="90 pct liq assets (all) / mean income (all)" +save moment5.dta, replace +restore + +******** +*panel B +******** + +*10 pct liq assets (own) / mean income (all) +preserve +egen meanpop = wtmean(inc), weight(wgt) +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (p10) ALAI (mean) meanpop [weight=wgt] if ownership==1 +gen res=ALAI/meanpop +replace res = round(res, 0.01) +gen title="10 pct liq assets (own) / mean income (all)" +save moment6.dta, replace +restore + +*25 pct liq assets (own) / mean income (all) +preserve +egen meanpop = wtmean(inc), weight(wgt) +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (p25) ALAI (mean) meanpop [weight=wgt] if ownership==1 +gen res=ALAI/meanpop +replace res = round(res, 0.01) +gen title="25 pct liq assets (own) / mean income (all)" +save moment7.dta, replace +restore + +*Median liq assets (own) / mean income (all) +preserve +egen meanpop = wtmean(inc), weight(wgt) +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (median) ALAI (mean) meanpop [weight=wgt] if ownership==1 +gen res=ALAI/meanpop +replace res = round(res, 0.01) +gen title="Median liq assets (own) / mean income (all)" +save moment8.dta, replace +restore + +*75 pct liq assets (own) / mean income (all) +preserve +egen meanpop = wtmean(inc), weight(wgt) +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (p75) ALAI (mean) meanpop [weight=wgt] if ownership==1 +gen res=ALAI/meanpop +replace res = round(res, 0.01) +gen title="75 pct liq assets (own) / mean income (all)" +save moment9.dta, replace +restore + +*90 pct liq assets (own) / mean income (all) +preserve +egen meanpop = wtmean(inc), weight(wgt) +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (p90) ALAI (mean) meanpop [weight=wgt] if ownership==1 +gen res=ALAI/meanpop +replace res = round(res, 0.01) +gen title="90 pct liq assets (own) / mean income (all)" +save moment10.dta, replace +restore + +******** +*panel C +******** + +*10 pct Wealth (all) / mean income (all) +preserve +replace wealth=wealth/equiv +gen wtoi=wealth +collapse (p10) wtoi (mean) inc [weight=wgt] +gen res=wtoi/inc +replace res = round(res, 0.01) +gen title="10 pct Wealth (all) / mean income (all)" +save moment11.dta, replace +restore + +*25 pct Wealth (all) / mean income (all) +preserve +replace wealth=wealth/equiv +gen wtoi=wealth +collapse (p25) wtoi (mean) inc [weight=wgt] +gen res=wtoi/inc +replace res = round(res, 0.01) +gen title="25 pct Wealth (all) / mean income (all)" +save moment12.dta, replace +restore + +*Median Wealth (all) / mean income (all) +preserve +replace wealth=wealth/equiv +gen wtoi=wealth +collapse (median) wtoi (mean) inc [weight=wgt] +gen res=wtoi/inc +replace res = round(res, 0.01) +gen title="Median Wealth (all) / mean income (all)" +save moment13.dta, replace +restore + +*75 pct Wealth (all) / mean income (all) +preserve +replace wealth=wealth/equiv +gen wtoi=wealth +collapse (p75) wtoi (mean) inc [weight=wgt] +gen res=wtoi/inc +replace res = round(res, 0.01) +gen title="75 pct Wealth (all) / mean income (all)" +save moment14.dta, replace +restore + +*90 pct Wealth (all) / mean income (all) +preserve +replace wealth=wealth/equiv +gen wtoi=wealth +collapse (p90) wtoi (mean) inc [weight=wgt] +gen res=wtoi/inc +replace res = round(res, 0.01) +gen title="90 pct Wealth (all) / mean income (all)" +save moment15.dta, replace +restore + +******** +*panel D +******** + +*10 pct share H n.worth in Wealth (owners) +preserve +gen house_net_wealth=(h1*equiv-m_debt)/equiv +gen na=(l_assets-l_debt)/equiv //liquid net worth +gen wealth_mod=house_net_wealth/(na+house_net_wealth) +collapse (p10) wealth_mod [weight=wgt] if ownership==1 +gen res=wealth_mod +replace res = round(res, 0.01) +gen title="10 pct share H n.worth in Wealth (owners)" +save moment16.dta, replace +restore + +*25 pct share H n.worth in Wealth (owners) +preserve +gen house_net_wealth=(h1*equiv-m_debt)/equiv +gen na=(l_assets-l_debt)/equiv //liquid net worth +gen wealth_mod=house_net_wealth/(na+house_net_wealth) +collapse (p25) wealth_mod [weight=wgt] if ownership==1 +gen res=wealth_mod +replace res = round(res, 0.01) +gen title="25 pct share H n.worth in Wealth (owners)" +save moment17.dta, replace +restore + +*Median share H n.worth in Wealth (owners) +preserve +gen house_net_wealth=(h1*equiv-m_debt)/equiv +gen na=(l_assets-l_debt)/equiv //liquid net worth +gen wealth_mod=house_net_wealth/(na+house_net_wealth) +collapse (median) wealth_mod [weight=wgt] if ownership==1 +gen res=wealth_mod +replace res = round(res, 0.01) +gen title="Median share H n.worth in Wealth (owners)" +save moment18.dta, replace +restore + +*75 pct share H n.worth in Wealth (owners) +preserve +gen house_net_wealth=(h1*equiv-m_debt)/equiv +gen na=(l_assets-l_debt)/equiv //liquid net worth +gen wealth_mod=house_net_wealth/(na+house_net_wealth) +collapse (p75) wealth_mod [weight=wgt] if ownership==1 +gen res=wealth_mod +replace res = round(res, 0.01) +gen title="75 pct share H n.worth in Wealth (owners)" +save moment19.dta, replace +restore + +*90 pct share H n.worth in Wealth (owners) +preserve +gen house_net_wealth=(h1*equiv-m_debt)/equiv +gen na=(l_assets-l_debt)/equiv //liquid net worth +gen wealth_mod=house_net_wealth/(na+house_net_wealth) +collapse (p90) wealth_mod [weight=wgt] if ownership==1 +gen res=wealth_mod +replace res = round(res, 0.01) +gen title="90 pct share H n.worth in Wealth (owners)" +save moment20.dta, replace +restore + +******** +*panel E +******** + +*10 pct LTV (own; LTV>0 and <1) +preserve +gen mdebt=m_debt/equiv +gen ALAI=mdebt/h1 +collapse (p10) ALAI [weight=wgt] if ownership==1 & ALAI>0 & ALAI<1 +gen res=ALAI +replace res = round(res, 0.01) +gen title="10 pct LTV (own; LTV>0 and <1)" +save moment21.dta, replace +restore + +*25 pct LTV (own; LTV>0 and <1) +preserve +gen mdebt=m_debt/equiv +gen ALAI=mdebt/h1 +collapse (p25) ALAI [weight=wgt] if ownership==1 & ALAI>0 & ALAI<1 +gen res=ALAI +replace res = round(res, 0.01) +gen title="25 pct LTV (own; LTV>0 and <1)" +save moment22.dta, replace +restore + +*Median LTV (own; LTV>0 and <1) +preserve +gen mdebt=m_debt/equiv +gen ALAI=mdebt/h1 +collapse (median) ALAI [weight=wgt] if ownership==1 & ALAI>0 & ALAI<1 +gen res=ALAI +replace res = round(res, 0.01) +gen title="Median LTV (own; LTV>0 and <1)" +save moment23.dta, replace +restore + +*75 pct LTV (own; LTV>0 and <1) +preserve +gen mdebt=m_debt/equiv +gen ALAI=mdebt/h1 +collapse (p75) ALAI [weight=wgt] if ownership==1 & ALAI>0 & ALAI<1 +gen res=ALAI +replace res = round(res, 0.01) +gen title="75 pct LTV (own; LTV>0 and <1)" +save moment24.dta, replace +restore + +*90 pct LTV (own; LTV>0 and <1) +preserve +gen mdebt=m_debt/equiv +gen ALAI=mdebt/h1 +collapse (p90) ALAI [weight=wgt] if ownership==1 & ALAI>0 & ALAI<1 +gen res=ALAI +replace res = round(res, 0.01) +gen title="90 pct LTV (own; LTV>0 and <1)" +save moment25.dta, replace +restore + +******** +*panel G +******** + +*10 pct House to income ratio (own) +preserve +gen htoi=h1/inc +collapse (p10) htoi [weight=wgt] if ownership==1 +gen res=htoi +replace res = round(res, 0.01) +gen title="10 pct House to income ratio (own)" +save moment26.dta, replace +restore + +*25 pct House to income ratio (own) +preserve +gen htoi=h1/inc +collapse (p25) htoi [weight=wgt] if ownership==1 +gen res=htoi +replace res = round(res, 0.01) +gen title="25 pct House to income ratio (own)" +save moment27.dta, replace +restore + +*Median House to income ratio (own) +preserve +gen htoi=h1/inc +collapse (median) htoi [weight=wgt] if ownership==1 +gen res=htoi +replace res = round(res, 0.01) +gen title="Median House to income ratio (own)" +save moment28.dta, replace +restore + +*75 pct House to income ratio (own) +preserve +gen htoi=h1/inc +collapse (p75) htoi [weight=wgt] if ownership==1 +gen res=htoi +replace res = round(res, 0.01) +gen title="75 pct House to income ratio (own)" +save moment29.dta, replace +restore + +*90 pct House to income ratio (own) +preserve +gen htoi=h1/inc +collapse (p90) htoi [weight=wgt] if ownership==1 +gen res=htoi +replace res = round(res, 0.01) +gen title="90 pct House to income ratio (own)" +save moment30.dta, replace +restore + +******** +*panel H +******** + +*10 pct Mortgage Age (adj for min age across mortgages) +preserve +gen htoi=min(mtg_age, mtg_age2, mtg_age3) +collapse (p10) htoi [weight=wgt] +gen res=htoi +gen title="10 pct Mortgage Age (adj for min age across mortgages)" +save moment31.dta, replace +restore + +*25 pct Mortgage Age (adj for min age across mortgages) +preserve +gen htoi=min(mtg_age, mtg_age2, mtg_age3) +collapse (p25) htoi [weight=wgt] +gen res=htoi +gen title="25 pct Mortgage Age (adj for min age across mortgages)" +save moment32.dta, replace +restore + +*Median Mortgage Age (adj for min age across mortgages) +preserve +gen htoi=min(mtg_age, mtg_age2, mtg_age3) +collapse (median) htoi [weight=wgt] +gen res=htoi +gen title="Median Mortgage Age (adj for min age across mortgages)" +save moment33.dta, replace +restore + +*75 pct Mortgage Age (adj for min age across mortgages) +preserve +gen htoi=min(mtg_age, mtg_age2, mtg_age3) +collapse (p75) htoi [weight=wgt] +gen res=htoi +gen title="75 pct Mortgage Age (adj for min age across mortgages)" +save moment34.dta, replace +restore + +*90 pct Mortgage Age (adj for min age across mortgages) +preserve +gen htoi=min(mtg_age, mtg_age2, mtg_age3) +collapse (p90) htoi [weight=wgt] +gen res=htoi +gen title="90 pct Mortgage Age (adj for min age across mortgages)" +save moment35.dta, replace +restore + + + +forval x=1(1)35{ +use moment`x'.dta, clear +keep res title +duplicates drop +save moment`x'.dta, replace +} + +use moment1.dta, clear +forval x=2(1)35{ +append using moment`x'.dta +} + +order title res + +*** +cd .. + +outsheet using "`output'/tab3_most_panels.csv", replace c + + + diff --git a/42/replication_package/data_replication/scf/code/tab3_panelF.do b/42/replication_package/data_replication/scf/code/tab3_panelF.do new file mode 100644 index 0000000000000000000000000000000000000000..171510fa86662d62d4cb6fdd092c3ee53820c4e7 --- /dev/null +++ b/42/replication_package/data_replication/scf/code/tab3_panelF.do @@ -0,0 +1,185 @@ + + +clear all +set more off +set maxvar 10000 +set mem 500m + +*Set path +*** + +*cd ---- specify path to \data_replication\scf\proc_data\ +local ourprocdata "./our_proc" +local output "./output" + +use taxsim2001.dta, clear +*use our processed data +*use "`ourprocdata'/taxsim2001.dta", clear + + +**************************************************************************************** +**************************************************************************************** + +*Rent +rename X708 rent +rename X709 per_rent +replace rent=rent*12 if per_rent==4 //monthly +replace rent=rent*12*4.34 if per_rent==2 //weekly +replace rent=rent*12*2.17 if per_rent==3 //biweekly +replace rent=rent*4 if per_rent==5 //quarterly +replace rent=rent*2 if per_rent==11 //twice per year +replace rent=rent*6 if per_rent==12 //every two months +replace rent=rent*12*2 if per_rent==31 //twice a month +replace rent=. if per_rent==-1 //none +replace rent=. if per_rent==-7 //other + +gen HELS=cond(X1005-X1004>0,0,max(X1005,0)) // some people report more debt than they took initially + +*Clean +drop J* +drop X* + + + +******************************************************************************** +*Create wealth variables +******************************************************************************** +*Value of all houses +replace houses=. if houses<0 +replace oresre=. if oresre<0 +gen house_val=houses +*Homeownership status +gen ownership=housecl + +*liquid assets +gen l_assets=max(othfin,0)+max(checking,0)+max(saving,0)+max(mma,0)+max(cds,0)+max(nmmf,0)+max(savbnd,0)+max(stocks,0)+max(bond,0)+oresre+nnresre + +*mortgage debt +gen m_debt=max(NH_MORT,0)-max(HELS,0) +drop m_debt +gen m_debt=max(NH_MORT,0)+max(heloc,0) + +*HELOC +gen helocs=max(heloc,0)+max(HELS,0) + +*liquid debt +gen l_debt=max(ccbal,0)+max(resdbt,0) + +*Wealth (net worth) +gen wealth=house_val+l_assets-l_debt-m_debt +gen hnworth=house_val-m_debt + +*Age of head +gen age_head=age + +*Generate positive house values +gen h1=house_val if house_val>=0 + +****** +replace inc=inc/equiv +replace h1=h1/equiv +****** + +****************************** +*Drop observation with wealth above 80th percentile +****************************** +pctile pct = wealth [w=wgt], nq(100) genp(percent) +gen pk1=pct if percent==80 +egen mean_pk1=mean(pk1) +drop if wealth>mean_pk1 + +*Drop households that are too young or too old +drop if age_head<25 +drop if age_head>85 + +********************************************************************************************************************************************8 + +gen t_debt_paym=max(tpay,0)/equiv +gen rev_debt_paym=max(revpay,0)/equiv +gen mort_debt_paym=max(mortpay,0)/equiv +gen cons_debt_paym=max(conspay,0)/equiv + + +******************************************************************************** +*Compute correlation between mtg payments and all other payments +****************************** +gen non_mort=cons_debt_paym+rev_debt_paym +correlate non_mort mort_debt_paym [weight=wgt] +******************************************************************************** + +******************************************************************************** + +*10 pct PTI ratio, borrowers +preserve +gen ratio1=mort_debt_paym*12/inc +collapse (p10) ratio1 [weight=wgt] if mort_debt_paym>0 +gen res=ratio1*0.6 +replace res=round(res, 0.01) +gen title="10 pct PTI ratio, borrowers" +save mpti1.dta, replace +restore + +*25 pct PTI ratio, borrowers +preserve +gen ratio1=mort_debt_paym*12/inc +collapse (p25) ratio1 [weight=wgt] if mort_debt_paym>0 +gen res=round(ratio1, 0.01)*0.6 +replace res=round(res, 0.01) +gen title="25 pct PTI ratio, borrowers" +save mpti2.dta, replace +restore + +*Median PTI ratio, borrowers +preserve +gen ratio1=mort_debt_paym*12/inc +collapse (median) ratio1 [weight=wgt] if mort_debt_paym>0 +gen res=round(ratio1, 0.01)*0.6 +replace res=round(res, 0.01) +gen title="Median PTI ratio, borrowers" +save mpti3.dta, replace +restore + +*75 pct PTI ratio, borrowers +preserve +gen ratio1=mort_debt_paym*12/inc +collapse (p75) ratio1 [weight=wgt] if mort_debt_paym>0 +gen res=round(ratio1, 0.01)*0.6 +replace res=round(res, 0.01) +gen title="75 pct PTI ratio, borrowers" +save mpti4.dta, replace +restore + +*90 pct PTI ratio, borrowers +preserve +gen ratio1=mort_debt_paym*12/inc +collapse (p90) ratio1 [weight=wgt] if mort_debt_paym>0 +gen res=round(ratio1, 0.01)*0.6 +replace res=round(res, 0.01) +gen title="90 pct PTI ratio, borrowers" +save mpti5.dta, replace +restore + + +forval x=1(1)5{ +use mpti`x'.dta, clear +keep res title +duplicates drop +save mpti`x'.dta, replace +} + +use mpti1.dta, clear +forval x=2(1)5{ +append using mpti`x'.dta +} + +order title res + +*** +cd .. + + +outsheet using "`output'/tab3_panelF.csv", replace c + + + + diff --git a/42/replication_package/data_replication/scf/code/tab4_ahead_on_payments.do b/42/replication_package/data_replication/scf/code/tab4_ahead_on_payments.do new file mode 100644 index 0000000000000000000000000000000000000000..71ef73bf1da70017f30fd966f93c982a22fd9e71 --- /dev/null +++ b/42/replication_package/data_replication/scf/code/tab4_ahead_on_payments.do @@ -0,0 +1,164 @@ + + +clear all +set more off +set maxvar 10000 +set mem 500m + +*Set path +*** + +*cd ---- specify path to \data_replication\scf\proc_data\ +local ourprocdata "./our_proc" +local output "./output" + +use taxsim2001.dta, clear +*use our processed data +*use "`ourprocdata'/taxsim2001.dta", clear + + + +**************************************************************************************** +**************************************************************************************** + +*Rent +rename X708 rent +rename X709 per_rent +replace rent=rent*12 if per_rent==4 //monthly +replace rent=rent*12*4.34 if per_rent==2 //weekly +replace rent=rent*12*2.17 if per_rent==3 //biweekly +replace rent=rent*4 if per_rent==5 //quarterly +replace rent=rent*2 if per_rent==11 //twice per year +replace rent=rent*6 if per_rent==12 //every two months +replace rent=rent*12*2 if per_rent==31 //twice a month +replace rent=. if per_rent==-1 //none +replace rent=. if per_rent==-7 //other + +gen HELS=cond(X1005-X1004>0,0,max(X1005,0)) // some people report more debt than they took initially + + + +********************************************=============================================== +*Create year of ownership +rename X720 year_main_home +*Adjust for other types of homes +replace year_main_home=X707 if year_main_home==0 +*Adjust for mobile homes +replace year_main_home=X606 if year_main_home==0 +replace year_main_home=X616 if year_main_home==0 +replace year_main_home=X626 if year_main_home==0 +*Adjust for farm houses +replace year_main_home=X516 if year_main_home==0 + +*Create variable for original house purchase price +gen original_h_price = X717 + +*Create year mortgage was taken +rename X802 year_main_mtg +rename X902 year_main_mtg2 +rename X1002 year_main_mtg3 + +*Generate variable on curtailment status +rename X7571 curtailment + +replace curtailment=0 if curtailment!=2 +replace curtailment=1 if curtailment==2 +********************************************=============================================== + + +*Clean +drop J* +drop X* + + + +******************************************************************************** +*Create wealth variables +******************************************************************************** +*Value of all houses +replace houses=. if houses<0 +replace oresre=. if oresre<0 +gen house_val=houses +*Homeownership status +gen ownership=housecl + +*liquid assets +gen l_assets=max(othfin,0)+max(checking,0)+max(saving,0)+max(mma,0)+max(cds,0)+max(nmmf,0)+max(savbnd,0)+max(stocks,0)+max(bond,0)+oresre+nnresre + +*mortgage debt +gen m_debt=max(NH_MORT,0)-max(HELS,0) +drop m_debt +gen m_debt=max(NH_MORT,0)+max(heloc,0) + +*HELOC +gen helocs=max(heloc,0)+max(HELS,0) + +*liquid debt +gen l_debt=max(ccbal,0)+max(resdbt,0) + +*Wealth (net worth) +gen wealth=house_val+l_assets-l_debt-m_debt +gen hnworth=house_val-m_debt + +*Age of head +gen age_head=age + +*Generate positive house values +gen h1=house_val if house_val>=0 + +****** +replace inc=inc/equiv +replace h1=h1/equiv +****** + +****************************** +*Drop observation with wealth above 80th percentile +****************************** +pctile pct = wealth [w=wgt], nq(100) genp(percent) +gen pk1=pct if percent==80 +egen mean_pk1=mean(pk1) +drop if wealth>mean_pk1 + +*Drop households that are too young or too old +drop if age_head<25 +drop if age_head>85 + +*mortgage payments +gen mort_debt_paym=max(mortpay,0)/equiv + +************************************************************************************************* +************************************************************************************************* +************************************************************************************************* +*Compute moments +preserve +gen rat=curtailment +collapse (mean) rat [weight=wgt] if ownership==1 & m_debt>0 +gen res=rat +replace res=round(res, 0.01) +gen title="fraction ahead on payments" +save moment1.dta, replace +restore + + +************************************************************************************************* +************************************************************************************************* +************************************************************************************************* +*Store results +forval x=1(1)1{ +use moment`x'.dta, clear +keep res title +duplicates drop +save moment`x'.dta, replace +} + +use moment1.dta, clear +order title res + +*** +cd .. + + +outsheet using "`output'/tab4_ahead_on_payments.csv", replace c + + + diff --git a/42/replication_package/data_replication/scf/code/tabA10_wealth.do b/42/replication_package/data_replication/scf/code/tabA10_wealth.do new file mode 100644 index 0000000000000000000000000000000000000000..8e2cfbd68bf42086706ff33451e86fdb31db1373 --- /dev/null +++ b/42/replication_package/data_replication/scf/code/tabA10_wealth.do @@ -0,0 +1,295 @@ + +clear all +set more off +set maxvar 10000 +set mem 500m + +*Set path +*** + +*cd ---- specify path to \data_replication\scf\proc_data\ +local ourprocdata "./our_proc" +local output "./output" + +use taxsim2001.dta, clear +*use our processed data +*use "`ourprocdata'/taxsim2001.dta", clear + + +**************************************************************************************** +**************************************************************************************** + +*Rent +rename X708 rent +rename X709 per_rent +replace rent=rent*12 if per_rent==4 //monthly +replace rent=rent*12*4.34 if per_rent==2 //weekly +replace rent=rent*12*2.17 if per_rent==3 //biweekly +replace rent=rent*4 if per_rent==5 //quarterly +replace rent=rent*2 if per_rent==11 //twice per year +replace rent=rent*6 if per_rent==12 //every two months +replace rent=rent*12*2 if per_rent==31 //twice a month +replace rent=. if per_rent==-1 //none +replace rent=. if per_rent==-7 //other + +gen HELS=cond(X1005-X1004>0,0,max(X1005,0)) // some people report more debt than they took initially + +*Create year first mortgage was taken +rename X802 year_main_mtg +rename X902 year_main_mtg2 +rename X1002 year_main_mtg3 +replace year_main_mtg=. if year_main_mtg==0 +gen mtg_age = 2001 - year_main_mtg + +replace year_main_mtg2=. if year_main_mtg2==0 +replace year_main_mtg3=. if year_main_mtg3==0 + +gen mtg_age2=(2001-year_main_mtg2) +gen mtg_age3=(2001-year_main_mtg3) + + + +*Create number of years agreed for payment for first mortgage +rename X806 nr_years_mtg_at_origin +replace nr_years_mtg_at_origin=. if nr_years_mtg_at_origin<=0 + + +*Clean +drop J* +drop X* + + + +******************************************************************************** +*Create wealth variables +******************************************************************************** +*Value of all houses +replace houses=. if houses<0 +replace oresre=. if oresre<0 +gen house_val=houses +*Homeownership status +gen ownership=housecl + +*liquid assets +gen l_assets=max(othfin,0)+max(checking,0)+max(saving,0)+max(mma,0)+max(cds,0)+max(nmmf,0)+max(savbnd,0)+max(stocks,0)+max(bond,0)+oresre+nnresre // oresre includes land contracts/notes, while nnresre doesn't + +*mortgage debt +gen m_debt=max(NH_MORT,0)-max(HELS,0) +drop m_debt +gen m_debt=max(NH_MORT,0)+max(heloc,0) + +*HELOC +gen helocs=max(heloc,0)+max(HELS,0) + +*liquid debt +gen l_debt=max(ccbal,0)+max(resdbt,0) + +*Wealth (net worth) +gen wealth=house_val+l_assets-l_debt-m_debt +gen hnworth=house_val-m_debt + +*Age of head +gen age_head=age + +*Generate positive house values +gen h1=house_val if house_val>=0 + +****** +replace inc=inc/equiv +replace h1=h1/equiv +****** + +****************************** +*Drop observation with wealth above 80th percentile +****************************** +pctile pct = wealth [w=wgt], nq(100) genp(percent) +gen pk1=pct if percent==80 +egen mean_pk1=mean(pk1) +drop if wealth>mean_pk1 + +*Drop households that are too young or too old +drop if age_head<25 +drop if age_head>85 + +********************************************************************************************************************************************8 +*Fraction of Homeowners +preserve +replace ownership=0 if ownership!=1 +collapse (mean) ownership [weight=wgt] +gen res=round(ownership, 0.01) +gen title="Fraction of Homeowners " +save moment1.dta, replace +restore + + +*Mean Wealth (all) / Mean Income (all) +preserve +replace wealth=wealth/equiv +collapse wealth inc [weight=wgt] +gen res=wealth/inc +replace res=round(res, 0.01) +gen title="Mean Wealth (all) / Mean Income (all)" +save moment2.dta, replace +restore + +*Mean House (all) / Mean Income (all) +preserve +collapse h1 inc [weight=wgt] +gen res=h1/inc +replace res=round(res, 0.01) +gen title="Mean House (all) / Mean Income (all)" +save moment3.dta, replace +restore + +*Mean mortgage debt/Mean Income +preserve +gen tdebt=m_debt/equiv +collapse tdebt inc [weight=wgt] +gen res=tdebt/inc +replace res=round(res, 0.01) +gen title="Mean mortgage debt/Mean Income" +save moment4.dta, replace +restore + +*Fraction borrowers who extract (from our table 1, using PSID data) +preserve +gen res=0.08 +gen title="Fraction borrowers who extract" +save moment5.dta, replace +restore + +*Mean Liq Assets (all) /Mean Income (all) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +collapse liquid_wealth inc [weight=wgt] +gen res=liquid_wealth/inc +replace res=round(res, 0.01) +gen title="Mean Liq Assets (all) /Mean Income (all) " +save moment6.dta, replace +restore + +*Median liq assets (all) / mean income (all) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (median) ALAI (mean) inc [weight=wgt] +gen res=ALAI/inc +replace res=round(res, 0.01) +gen title="Median liq assets (all) / mean income (all)" +save moment7.dta, replace +restore + +*Mean liq assets (own) / mean income (all) +preserve +egen meanpop = wtmean(inc), weight(wgt) +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (mean) ALAI (mean) meanpop [weight=wgt] if ownership==1 +gen res=ALAI/meanpop +replace res=round(res, 0.01) +gen title="Median liq assets (own) / mean income (all)" +save moment8.dta, replace +restore + +*Median liq assets (own) / mean income (all) +preserve +egen meanpop = wtmean(inc), weight(wgt) +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (median) ALAI (mean) meanpop [weight=wgt] if ownership==1 +gen res=ALAI/meanpop +replace res=round(res, 0.01) +gen title="Median liq assets (own) / mean income (all)" +save moment9.dta, replace +restore + +*fraction hand-to-mouth +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +gen adj_income1=inc/26 +gen ownf=1 if liquid_wealth<=adj_income1 +replace ownf=0 if ownf==. +collapse (mean) ownf [weight=wgt] +gen res=ownf +replace res=round(res, 0.01) +gen title="fraction hand-to-mouth" +save moment10.dta, replace +restore + +*fraction hand-to-mouth homeowners +preserve +replace ownership=0 if ownership!=1 +gen liquid_wealth=(l_assets-l_debt)/equiv +gen adj_income1=inc/26 +gen ownf=1 if liquid_wealth<=adj_income1 +replace ownf=0 if ownf==. +collapse (mean) ownf [weight=wgt] if ownership==1 +gen res=ownf +replace res=round(res, 0.01) +gen title="fraction hand-to-mouth homeowners" +save moment11.dta, replace +restore + +*90 pct liq assets (own) / mean income (all) +preserve +egen meanpop = wtmean(inc), weight(wgt) +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (p90) ALAI (mean) meanpop [weight=wgt] if ownership==1 +gen res=ALAI/meanpop +replace res=round(res, 0.01) +gen title="90 pct liq assets (own) / mean income (all)" +save moment12.dta, replace +restore + +*mean wealth retirees to workers +preserve +gen young=1 if age_head<=65 +replace young=0 if young==. +replace wealth=wealth/equiv +gen wealth_young=wealth if young==1 +gen wealth_old=wealth if young==0 //i.e. old +collapse (mean) wealth_young wealth_old [weight=wgt] +gen res=wealth_old/wealth_young +replace res=round(res, 0.01) +gen title="mean wealth retirees to workers" +save moment13.dta, replace +restore + + +preserve +replace wealth=wealth/equiv +egen meanpop = wtmean(wealth), weight(wgt) +collapse (mean) wealth (mean) meanpop [weight=wgt] if age_head<=30 +gen res=wealth/meanpop +replace res = round(res, 0.01) +gen title="mean wealth (25-30) / mean wealth (all)" +save moment14.dta, replace +restore + + + + +********************************************************************************************************* + +forval x=1(1)14{ +use moment`x'.dta, clear +keep res title +duplicates drop +save moment`x'.dta, replace +} + +use moment1.dta, clear +forval x=2(1)14{ +append using moment`x'.dta +} + +order title res + +*** +cd .. + +outsheet using "`output'/tabA10_wealth.csv", replace c + + + diff --git a/42/replication_package/data_replication/scf/code/tabA12_itemize.do b/42/replication_package/data_replication/scf/code/tabA12_itemize.do new file mode 100644 index 0000000000000000000000000000000000000000..964579c71a0ac5c409a1cc246e2d9e9f78b18df2 --- /dev/null +++ b/42/replication_package/data_replication/scf/code/tabA12_itemize.do @@ -0,0 +1,176 @@ + + +clear all +set more off +set maxvar 10000 +set mem 500m + +*Set path +*** + +*cd ---- specify path to \data_replication\scf\proc_data\ +local ourprocdata "./our_proc" +local output "./output" + +use taxsim2001.dta, clear +*use our processed data +*use "`ourprocdata'/taxsim2001.dta", clear + + + +**************************************************************************************** +**************************************************************************************** + +*Rent +rename X708 rent +rename X709 per_rent +replace rent=rent*12 if per_rent==4 //monthly +replace rent=rent*12*4.34 if per_rent==2 //weekly +replace rent=rent*12*2.17 if per_rent==3 //biweekly +replace rent=rent*4 if per_rent==5 //quarterly +replace rent=rent*2 if per_rent==11 //twice per year +replace rent=rent*6 if per_rent==12 //every two months +replace rent=rent*12*2 if per_rent==31 //twice a month +replace rent=. if per_rent==-1 //none +replace rent=. if per_rent==-7 //other + +gen HELS=cond(X1005-X1004>0,0,max(X1005,0)) // some people report more debt than they took initially + +*Create year first mortgage was taken +rename X802 year_main_mtg +rename X902 year_main_mtg2 +rename X1002 year_main_mtg3 +replace year_main_mtg=. if year_main_mtg==0 +gen mtg_age = 2001 - year_main_mtg + +replace year_main_mtg2=. if year_main_mtg2==0 +replace year_main_mtg3=. if year_main_mtg3==0 + +gen mtg_age2=(2001-year_main_mtg2) +gen mtg_age3=(2001-year_main_mtg3) + + + +*Create number of years agreed for payment for first mortgage +rename X806 nr_years_mtg_at_origin +replace nr_years_mtg_at_origin=. if nr_years_mtg_at_origin<=0 + +*generate dummy for whether anyone in the household itemizes on their tax return (either jointly or separately) +gen itemizer = 1 if X7367==1 | X7368==1 | X7369==1 +replace itemizer = 0 if itemizer==. + +*Clean +drop J* +drop X* + + + +******************************************************************************** +*Create wealth variables +******************************************************************************** +*Value of all houses +replace houses=. if houses<0 +replace oresre=. if oresre<0 +gen house_val=houses +*Homeownership status +gen ownership=housecl + +*liquid assets +gen l_assets=max(othfin,0)+max(checking,0)+max(saving,0)+max(mma,0)+max(cds,0)+max(nmmf,0)+max(savbnd,0)+max(stocks,0)+max(bond,0)+oresre+nnresre + +*mortgage debt +gen m_debt=max(NH_MORT,0)-max(HELS,0) +drop m_debt +gen m_debt=max(NH_MORT,0)+max(heloc,0) + +*HELOC +gen helocs=max(heloc,0)+max(HELS,0) + +*liquid debt +gen l_debt=max(ccbal,0)+max(resdbt,0) + +*Wealth (net worth) +gen wealth=house_val+l_assets-l_debt-m_debt +gen hnworth=house_val-m_debt + +*Age of head +gen age_head=age + +*Generate positive house values +gen h1=house_val if house_val>=0 + +****** +replace inc=inc/equiv +replace h1=h1/equiv +****** + +****************************** +*Drop observation with wealth above 80th percentile +****************************** +pctile pct = wealth [w=wgt], nq(100) genp(percent) +gen pk1=pct if percent==80 +egen mean_pk1=mean(pk1) +drop if wealth>mean_pk1 + +*Drop households that are too young or too old +drop if age_head<25 +drop if age_head>85 + + + +********************************************************************************************************************************************8 + +*Fraction of homeowners that itemize +preserve +replace ownership=0 if ownership!=1 +collapse (mean) itemizer [weight=wgt] if ownership==1 +gen res=itemizer +replace res = round(res, 0.01) +gen title="Fraction of homeowners that itemize" +save moment1.dta, replace +restore + +******************************************************************************************************************************************************** +*------------------------------------------------------------------------------------------------------------------------------------------------------- +******************************************************************************************************************************************************** + +*Fraction of homeowners with mortgage (LTV>0) that itemize +preserve +replace ownership=0 if ownership!=1 +gen mdebt=m_debt/equiv +gen ALAI=mdebt/h1 +collapse (mean) itemizer [weight=wgt] if ownership==1 & ALAI>0 +gen res=itemizer +replace res = round(res, 0.01) +gen title="Fraction of homeowners with mortgage (LTV>0) that itemize" +save moment2.dta, replace +restore + + + + + + +forval x=1(1)2{ +use moment`x'.dta, clear +keep res title +duplicates drop +save moment`x'.dta, replace +} + +use moment1.dta, clear +forval x=2(1)2{ +append using moment`x'.dta +} + +order title res + + +*** +cd .. + + +outsheet using "`output'/tabA12_itemize.csv", replace c + + + diff --git a/42/replication_package/data_replication/scf/code/tabA13_no_other_prop.do b/42/replication_package/data_replication/scf/code/tabA13_no_other_prop.do new file mode 100644 index 0000000000000000000000000000000000000000..9015d1658d47e650141537c9ae08099e110679b2 --- /dev/null +++ b/42/replication_package/data_replication/scf/code/tabA13_no_other_prop.do @@ -0,0 +1,288 @@ + + +clear all +set more off +set maxvar 10000 +set mem 500m + +*Set path +*** + +*cd ---- specify path to \data_replication\scf\proc_data\ +local ourprocdata "./our_proc" +local output "./output" + +use taxsim2001.dta, clear +*use our processed data +*use "`ourprocdata'/taxsim2001.dta", clear + + +**************************************************************************************** +**************************************************************************************** + +*Rent +rename X708 rent +rename X709 per_rent +replace rent=rent*12 if per_rent==4 //monthly +replace rent=rent*12*4.34 if per_rent==2 //weekly +replace rent=rent*12*2.17 if per_rent==3 //biweekly +replace rent=rent*4 if per_rent==5 //quarterly +replace rent=rent*2 if per_rent==11 //twice per year +replace rent=rent*6 if per_rent==12 //every two months +replace rent=rent*12*2 if per_rent==31 //twice a month +replace rent=. if per_rent==-1 //none +replace rent=. if per_rent==-7 //other + +gen HELS=cond(X1005-X1004>0,0,max(X1005,0)) // some people report more debt than they took initially + +*Create year first mortgage was taken +rename X802 year_main_mtg +rename X902 year_main_mtg2 +rename X1002 year_main_mtg3 +replace year_main_mtg=. if year_main_mtg==0 +gen mtg_age = 2001 - year_main_mtg + +replace year_main_mtg2=. if year_main_mtg2==0 +replace year_main_mtg3=. if year_main_mtg3==0 + +gen mtg_age2=(2001-year_main_mtg2) +gen mtg_age3=(2001-year_main_mtg3) + + + +*Create number of years agreed for payment for first mortgage +rename X806 nr_years_mtg_at_origin +replace nr_years_mtg_at_origin=. if nr_years_mtg_at_origin<=0 + + +*Clean +drop J* +drop X* + + + +******************************************************************************** +*Create wealth variables +******************************************************************************** +*Value of all houses +replace houses=. if houses<0 +replace oresre=. if oresre<0 +gen house_val=houses +*Homeownership status +gen ownership=housecl + +*liquid assets +gen l_assets=max(othfin,0)+max(checking,0)+max(saving,0)+max(mma,0)+max(cds,0)+max(nmmf,0)+max(savbnd,0)+max(stocks,0)+max(bond,0)+oresre+nnresre + + +*mortgage debt +gen m_debt=max(NH_MORT,0)-max(HELS,0) +drop m_debt +gen m_debt=max(NH_MORT,0)+max(heloc,0) + +*HELOC +gen helocs=max(heloc,0)+max(HELS,0) + +*liquid debt +gen l_debt=max(ccbal,0)+max(resdbt,0) + +*Wealth (net worth) +gen wealth=house_val+l_assets-l_debt-m_debt +gen hnworth=house_val-m_debt + +*Age of head +gen age_head=age + +*Generate positive house values +gen h1=house_val if house_val>=0 + +****** +replace inc=inc/equiv +replace h1=h1/equiv +****** + +****************************** +*Drop observation with wealth above 80th percentile +****************************** +pctile pct = wealth [w=wgt], nq(100) genp(percent) +gen pk1=pct if percent==80 +egen mean_pk1=mean(pk1) +drop if wealth>mean_pk1 + +*Drop households that are too young or too old +drop if age_head<25 +drop if age_head>85 + +*drop observations that have secondary properties +drop if oresre>0 | nnresre>0 + + +********************************************************************************************************************************************8 +*Fraction of Homeowners +preserve +replace ownership=0 if ownership!=1 +collapse (mean) ownership [weight=wgt] +gen res=round(ownership, 0.01) +gen title="Fraction of Homeowners " +save moment1.dta, replace +restore + + +*Mean Wealth (all) / Mean Income (all) +preserve +replace wealth=wealth/equiv +collapse wealth inc [weight=wgt] +gen res=wealth/inc +replace res=round(res, 0.01) +gen title="Mean Wealth (all) / Mean Income (all)" +save moment2.dta, replace +restore + +*Mean House (all) / Mean Income (all) +preserve +collapse h1 inc [weight=wgt] +gen res=h1/inc +replace res=round(res, 0.01) +gen title="Mean House (all) / Mean Income (all)" +save moment3.dta, replace +restore + +*Mean mortgage debt/Mean Income +preserve +gen tdebt=m_debt/equiv +collapse tdebt inc [weight=wgt] +gen res=tdebt/inc +replace res=round(res, 0.01) +gen title="Mean mortgage debt/Mean Income" +save moment4.dta, replace +restore + + +*Mean Liq Assets (all) /Mean Income (all) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +collapse liquid_wealth inc [weight=wgt] +gen res=liquid_wealth/inc +replace res=round(res, 0.01) +gen title="Mean Liq Assets (all) /Mean Income (all) " +save moment5.dta, replace +restore + +*Median liq assets (all) / mean income (all) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (median) ALAI (mean) inc [weight=wgt] +gen res=ALAI/inc +replace res=round(res, 0.01) +gen title="Median liq assets (all) / mean income (all)" +save moment6.dta, replace +restore + +*Mean liq assets (own) / mean income (all) +preserve +egen meanpop = wtmean(inc), weight(wgt) +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (mean) ALAI (mean) meanpop [weight=wgt] if ownership==1 +gen res=ALAI/meanpop +replace res=round(res, 0.01) +gen title="Median liq assets (own) / mean income (all)" +save moment7.dta, replace +restore + +*Median liq assets (own) / mean income (all) +preserve +egen meanpop = wtmean(inc), weight(wgt) +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (median) ALAI (mean) meanpop [weight=wgt] if ownership==1 +gen res=ALAI/meanpop +replace res=round(res, 0.01) +gen title="Median liq assets (own) / mean income (all)" +save moment8.dta, replace +restore + +*fraction hand-to-mouth +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +gen adj_income1=inc/26 +gen ownf=1 if liquid_wealth<=adj_income1 +replace ownf=0 if ownf==. +collapse (mean) ownf [weight=wgt] +gen res=ownf +replace res=round(res, 0.01) +gen title="fraction hand-to-mouth" +save moment9.dta, replace +restore + +*fraction hand-to-mouth homeowners +preserve +replace ownership=0 if ownership!=1 +gen liquid_wealth=(l_assets-l_debt)/equiv +gen adj_income1=inc/26 +gen ownf=1 if liquid_wealth<=adj_income1 +replace ownf=0 if ownf==. +collapse (mean) ownf [weight=wgt] if ownership==1 +gen res=ownf +replace res=round(res, 0.01) +gen title="fraction hand-to-mouth homeowners" +save moment10.dta, replace +restore + +*90 pct liq assets (own) / mean income (all) +preserve +egen meanpop = wtmean(inc), weight(wgt) +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (p90) ALAI (mean) meanpop [weight=wgt] if ownership==1 +gen res=ALAI/meanpop +replace res=round(res, 0.01) +gen title="90 pct liq assets (own) / mean income (all)" +save moment11.dta, replace +restore + +*mean wealth retirees to workers +preserve +gen young=1 if age_head<=65 +replace young=0 if young==. +replace wealth=wealth/equiv +gen wealth_young=wealth if young==1 +gen wealth_old=wealth if young==0 //i.e. old +collapse (mean) wealth_young wealth_old [weight=wgt] +gen res=wealth_old/wealth_young +replace res=round(res, 0.01) +gen title="mean wealth retirees to workers" +save moment12.dta, replace +restore + + + + + + +********************************************************************************************************* + +forval x=1(1)12{ +use moment`x'.dta, clear +keep res title +duplicates drop +save moment`x'.dta, replace +} + +use moment1.dta, clear +forval x=2(1)12{ +append using moment`x'.dta +} + +order title res + +*** +cd .. + +outsheet using "`output'/tabA13_no_other_prop.csv", replace c + + + + + diff --git a/42/replication_package/data_replication/scf/code/tabA3_wealth.do b/42/replication_package/data_replication/scf/code/tabA3_wealth.do new file mode 100644 index 0000000000000000000000000000000000000000..8e60696fecd3f34a2b751b64700547a766203104 --- /dev/null +++ b/42/replication_package/data_replication/scf/code/tabA3_wealth.do @@ -0,0 +1,291 @@ + + +clear all +set more off +set maxvar 10000 +set mem 500m + +*Set path +*** + +*cd ---- specify path to \data_replication\scf\proc_data\ +local ourprocdata "./our_proc" +local output "./output" + +use taxsim2001.dta, clear +*use our processed data +*use "`ourprocdata'/taxsim2016.dta", clear + +**************************************************************************************** +**************************************************************************************** + +*Rent +rename X708 rent +rename X709 per_rent +replace rent=rent*12 if per_rent==4 //monthly +replace rent=rent*12*4.34 if per_rent==2 //weekly +replace rent=rent*12*2.17 if per_rent==3 //biweekly +replace rent=rent*4 if per_rent==5 //quarterly +replace rent=rent*2 if per_rent==11 //twice per year +replace rent=rent*6 if per_rent==12 //every two months +replace rent=rent*12*2 if per_rent==31 //twice a month +replace rent=. if per_rent==-1 //none +replace rent=. if per_rent==-7 //other + +gen HELS=cond(X1005-X1004>0,0,max(X1005,0)) // some people report more debt than they took initially + +*Create year first mortgage was taken +rename X802 year_main_mtg +rename X902 year_main_mtg2 +rename X1002 year_main_mtg3 +replace year_main_mtg=. if year_main_mtg==0 +gen mtg_age = 2001 - year_main_mtg + +replace year_main_mtg2=. if year_main_mtg2==0 +replace year_main_mtg3=. if year_main_mtg3==0 + +gen mtg_age2=(2001-year_main_mtg2) +gen mtg_age3=(2001-year_main_mtg3) + + + +*Create number of years agreed for payment for first mortgage +rename X806 nr_years_mtg_at_origin +replace nr_years_mtg_at_origin=. if nr_years_mtg_at_origin<=0 + + +*Clean +drop J* +drop X* + + + +******************************************************************************** +*Create wealth variables +******************************************************************************** +*Value of all houses +replace houses=. if houses<0 +replace oresre=. if oresre<0 +gen house_val=houses +*Homeownership status +gen ownership=housecl + +*liquid assets +gen l_assets=max(othfin,0)+max(checking,0)+max(saving,0)+max(mma,0)+max(cds,0)+max(nmmf,0)+max(savbnd,0)+max(stocks,0)+max(bond,0)+oresre+nnresre // oresre includes land contracts/notes, while nnresre doesn't + +*mortgage debt +gen m_debt=max(NH_MORT,0)-max(HELS,0) +drop m_debt +gen m_debt=max(NH_MORT,0)+max(heloc,0) + +*HELOC +gen helocs=max(heloc,0)+max(HELS,0) + +*liquid debt +gen l_debt=max(ccbal,0)+max(resdbt,0) + +*Wealth (net worth) +gen wealth=house_val+l_assets-l_debt-m_debt +gen hnworth=house_val-m_debt + +*Age of head +gen age_head=age + +*Generate positive house values +gen h1=house_val if house_val>=0 + +****** +replace inc=inc/equiv +replace h1=h1/equiv +****** + +****************************** +*Drop observation with wealth above 80th percentile +****************************** +pctile pct = wealth [w=wgt], nq(100) genp(percent) +gen pk1=pct if percent==80 +egen mean_pk1=mean(pk1) +drop if wealth>mean_pk1 + +*Drop households that are too young or too old +drop if age_head<25 +drop if age_head>85 + +********************************************************************************************************************************************8 +*Fraction of Homeowners +preserve +replace ownership=0 if ownership!=1 +collapse (mean) ownership [weight=wgt] +gen res=round(ownership, 0.01) +gen title="Fraction of Homeowners " +save moment1.dta, replace +restore + + +*Mean Wealth (all) / Mean Income (all) +preserve +replace wealth=wealth/equiv +collapse wealth inc [weight=wgt] +gen res=wealth/inc +replace res=round(res, 0.01) +gen title="Mean Wealth (all) / Mean Income (all)" +save moment2.dta, replace +restore + +*Mean House (all) / Mean Income (all) +preserve +collapse h1 inc [weight=wgt] +gen res=h1/inc +replace res=round(res, 0.01) +gen title="Mean House (all) / Mean Income (all)" +save moment3.dta, replace +restore + +*Mean mortgage debt/Mean Income +preserve +gen tdebt=m_debt/equiv +collapse tdebt inc [weight=wgt] +gen res=tdebt/inc +replace res=round(res, 0.01) +gen title="Mean mortgage debt/Mean Income" +save moment4.dta, replace +restore + +*Fraction borrowers who extract (from PSID data) +preserve +gen res=0.05 +gen title="Fraction borrowers who extract" +save moment5.dta, replace +restore + +*Mean Liq Assets (all) /Mean Income (all) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +collapse liquid_wealth inc [weight=wgt] +gen res=liquid_wealth/inc +replace res=round(res, 0.01) +gen title="Mean Liq Assets (all) /Mean Income (all) " +save moment6.dta, replace +restore + +*Median liq assets (all) / mean income (all) +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (median) ALAI (mean) inc [weight=wgt] +gen res=ALAI/inc +replace res=round(res, 0.01) +gen title="Median liq assets (all) / mean income (all)" +save moment7.dta, replace +restore + +*Mean liq assets (own) / mean income (all) +preserve +egen meanpop = wtmean(inc), weight(wgt) +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (mean) ALAI (mean) meanpop [weight=wgt] if ownership==1 +gen res=ALAI/meanpop +replace res=round(res, 0.01) +gen title="Median liq assets (own) / mean income (all)" +save moment8.dta, replace +restore + +*Median liq assets (own) / mean income (all) +preserve +egen meanpop = wtmean(inc), weight(wgt) +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (median) ALAI (mean) meanpop [weight=wgt] if ownership==1 +gen res=ALAI/meanpop +replace res=round(res, 0.01) +gen title="Median liq assets (own) / mean income (all)" +save moment9.dta, replace +restore + +*fraction hand-to-mouth +preserve +gen liquid_wealth=(l_assets-l_debt)/equiv +gen adj_income1=inc/26 +gen ownf=1 if liquid_wealth<=adj_income1 +replace ownf=0 if ownf==. +collapse (mean) ownf [weight=wgt] +gen res=ownf +replace res=round(res, 0.01) +gen title="fraction hand-to-mouth" +save moment10.dta, replace +restore + +*fraction hand-to-mouth homeowners +preserve +replace ownership=0 if ownership!=1 +gen liquid_wealth=(l_assets-l_debt)/equiv +gen adj_income1=inc/26 +gen ownf=1 if liquid_wealth<=adj_income1 +replace ownf=0 if ownf==. +collapse (mean) ownf [weight=wgt] if ownership==1 +gen res=ownf +replace res=round(res, 0.01) +gen title="fraction hand-to-mouth homeowners" +save moment11.dta, replace +restore + +*90 pct liq assets (own) / mean income (all) +preserve +egen meanpop = wtmean(inc), weight(wgt) +gen liquid_wealth=(l_assets-l_debt)/equiv +gen ALAI=liquid_wealth +collapse (p90) ALAI (mean) meanpop [weight=wgt] if ownership==1 +gen res=ALAI/meanpop +replace res=round(res, 0.01) +gen title="90 pct liq assets (own) / mean income (all)" +save moment12.dta, replace +restore + +*mean wealth retirees to workers +preserve +gen young=1 if age_head<=65 +replace young=0 if young==. +replace wealth=wealth/equiv +gen wealth_young=wealth if young==1 +gen wealth_old=wealth if young==0 //i.e. old +collapse (mean) wealth_young wealth_old [weight=wgt] +gen res=wealth_old/wealth_young +replace res=round(res, 0.01) +gen title="mean wealth retirees to workers" +save moment13.dta, replace +restore + + +*home production to consumption (value from BEA, source explained in the paper) +preserve +gen res=0.23 +gen title="home production to consumption" +save moment14.dta, replace +restore + + + +********************************************************************************************************* + +forval x=1(1)14{ +use moment`x'.dta, clear +keep res title +duplicates drop +save moment`x'.dta, replace +} + +use moment1.dta, clear +forval x=2(1)14{ +append using moment`x'.dta +} + +order title res + +*** +cd .. + +outsheet using "`output'/tabA3_wealth.csv", replace c + + + diff --git a/42/replication_package/data_replication/scf/code/taxsim9_ado_files/taxsim9.ado b/42/replication_package/data_replication/scf/code/taxsim9_ado_files/taxsim9.ado new file mode 100644 index 0000000000000000000000000000000000000000..f068caedaf622efde4522447845155e3b172a9b7 --- /dev/null +++ b/42/replication_package/data_replication/scf/code/taxsim9_ado_files/taxsim9.ado @@ -0,0 +1,368 @@ +program define taxsim9 +version 9.10 +/* +** by Jean Roth , jroth@nber.org +This program uses the NBER TAXSIM model to calculate US and state +income tax liabilities. It calls an external program nc send +data (in ASCII) to the NBER server and obtain the calculated liabilities. + +net from http://www.nber.org/stata +net describe taxsim9 +net install taxsim9 + +*/ +display "begin taxsim9.ado on $S_DATE (version 9.10)" +syntax [, Full Secondary Wages Interest Long Output(string) Debug X51 PLAN(integer 0) PLANVal(real 0) Replace local] +if `"`replace'"' == `"replace"' { + display "TAXSIM results will be merged to original file" +} +** If state doesn't exist, add to original dataset for later merging. +capture confirm variable state +if _rc { + display "Variable state not found in dataset." + display "Generating state = 0 to return federal taxes only." + generate state = 0 +} +if `"`x51'"' == `"x51"' { + display "Setting state identifier to -1 for confidentiality" + display "Returning 51 records for every record received" + capture drop statet + generate statet = state + replace state = -1 +} +*preserve +if `"`debug'"' != `"debug"' { + tempfile outfile infile ftp msg +} +else { + display "Saving input to FORTRAN TAXSIM as txpydata.raw " + local outfile txpydata.raw + display "Saving output from FORTRAN TAXSIM as results.raw " + local infile results.raw + capture erase txpydata.raw + capture erase results.raw +} +capture { rm `outfile' } +capture { rm `infile' } +capture { rm ftp.txt } +capture ( rm msg.txt } +if length(`"`output'"') == 0 { + local output taxsim_out +} +display "TAXSIM results will be saved in `output'.dta" +capture drop taxsimid +if _rc==0 { + display "Dropping taxsim id." +} +preserve +capture generate taxsimid = _n + +** mtr is marginal is tax rate. +local mtr 85 +** idtl is output. 0 is basic +local idtl 0 + +#delimit ; +** marginal tax rate options ; +if `"`secondary'"' == `"secondary"' { ; + local mtr 86 ; + display "Marginal rate with respect to secondary earner"; +} ; +if `"`wages'"' == `"wages"' { ; + local mtr 11 ; + display "Marginal rate with respect to overall earnings"; +} ; +if `"`interest'"' == `"interest"' { ; + local mtr 14 ; + display "Marginal rate with respect to interest income"; +} ; +if `"`long'"' == `"long"' { ; + local mtr 70 ; + display "Marginal rate with respect to long term gains"; +} ; + +if `"`full'"' == `"full"' { ; + local idtl 2 ; + local addvars v10 v11 v12 v13 v14 v15 v16 v17 v18 v19 + v20 v21 v22 v23 v24 v25 v26 v27 v28 v29 + v30 v31 v32 v33 v34 v35 v36 v37 v38 v39 + v40 v41 ; + display "Full Intermediate Calculations Requested"; +} ; +if "`mtr'" == "85" { ; + display "Marginal rate with respect to primary earner"; +} ; +if "`idtl'" == "0" { ; + display "Basic output"; +} ; + +if `plan' != 0 {; + display "Tax law modified according to TAXSIM plan " `plan'; +}; +if `planval' != 0 {; + display "Modified tax parameter is " `planval'; +}; + +#delimit cr +** Checking data sent to taxsim for validity +** Checking for observations prior to variables for better error message. +if _N==0 { + display "Aborting: No observations in data set" + exit +} +local must_exist year mstat +foreach X of local must_exist { + capture confirm var `X' + if _rc > 0 { + display "Aborting: Variable `X' not found in data file" + exit + } + capture assert missing(`X') + if _rc == 0 { + display "Aborting: All values of variable `X' are missing." + exit + } +} +#delimit ; +local invars year state mstat depx agex pwages swages dividends otherprop +pensions gssi transfers rentpaid proptax otheritem childcare ui depchild +mortgage ltcg stcg; +#delimit cr + +foreach X of local invars { + capture confirm var `X' + if _rc > 0 { + display "Variable `X' is not in the dataset. Generating `X' = 0 " + generate `X' = 0 + } + capture assert missing(`X') + if _rc == 0 { + display "All values of variable `X' are missing. Replacing `X' = 0 " + replace `X' = 0 + } +} +*display "Checking variables are numeric" +foreach X of local invars { + capture confirm numeric variable `X' + if _rc > 0 { + display "Aborting: Variable `X' is not numeric. See help tostring." + exit + } +} +scalar startobs = _N +scalar obs0=_N +quietly drop if year<1960 | year>2023 | year==. +drop_message obs0-_N year +quietly drop if state<-1 | state > 51 | missing(state) +drop_message obs0-_N state +** The maximum value of year will need updating annually +quietly drop if (year<1977|year>2016) & state !=0 +drop_message obs0-_N state-and-year-combination +quietly drop if depx<0 | depx>999 +drop_message obs0-_N depx +quietly drop if mstat<1 | ( mstat>4 & mstat<7 ) | mstat>8 +drop_message obs0-_N mstat +quietly drop if agex<0 | agex>12000 +drop_message obs0-_N agex +quietly drop if depchild<0|depchild>999999 +drop_message obs0-_N depchild +** Replacing spouses wage=0 if not filing jointly +quietly replace swages=0 if mstat!=2 +#delimit ; +local positive_items dividends pensions gssi transfers rentpaid + proptax otheritem childcare ui mortgage; +#delimit cr +scalar obs0=_N +foreach X in `positive_items' swage pwage { + quietly drop if `X'<0 | `X' >=99999999 | `X'==. + if (obs0>_N) { + display obs0-_N " records droped for out of range `X' + } + scalar obs0=_N +} +** display "Checking there is at least 1 observation is left after the final drop" +if _N==0 { + display "Aborting: No observations in data set" + exit +} + +/* +*display "Eliminating scientific notation format in outfile" +foreach X of local invars { + format %15.2f `X' +}*/ + +if `"`debug'"' == `"debug"' { + display "Here are the variable counts and means after cleaning:" + summarize `invars' +} + +capture describe +di _N " records out of " startobs " are left for taxsim to process" +local sent=_N +** Handling the case of state=-1 +local sent51=`sent'*51 +quietly tostring taxsimid,replace +quietly replace taxsimid ="9 `mtr' `idtl' `plan' `planval' /" + char(10) + taxsimid in 1 + +local obs=r(N) +outfile taxsimid `invars' using `outfile',noquote nolabel + +if `"`local'"' == `"local"' { + ! taxsim9 <`outfile' >`infile' +} +else { + local servername= "`c(current_time)'" + local servername = subinstr("`servername'",":","",2) + di "server filename is `servername'" + di " infile is `infile'" + di " outfile is `outfile'" + file open out using ftp.txt, write replace + local slashck "/C" + if `"`debug'"' == `"debug"' { + local slashck "/K" + di "Type EXIT in DOS window to return to stata." + file write out "debug" _n + } + file write out "open taxsimftp.nber.org" _char(10) + file write out "user taxsim 02138" _char(10) + file write out "cd tmp" _char(10) + file write out "type ascii" _char(10) + file write out "put `outfile' `servername'" _char(10) + file write out "get `servername'.taxsim `infile'" _char(10) + file write out "get `servername'.msg msg.txt" _char(10) + if _n > 10000 { + file write out "del `servername'" _char(10) + } + file write out "quit" _char(10) + file close out + capture { rm msg.txt } + di "`c(os)`" + if "`c(os)'" == "Windows" { + ! cmd `slashck' ftp -n -s:ftp.txt -w:12888 + } + else { + ! ftp -n 1 & `r(N)'-`sent51'>=1 ) { + display "This machine may have had trouble communicating with our server" + display "Check the size and content of the result file (results.raw, by default)" + display "If processing stopped midway, the results file may be large" + display "but if not, the top of the file may include a message from our webserver" + display "that would be helpful for debugging" + display "Consult the Notes and Support section of the help file for troubleshooting info" + display "http://www.nber.org/taxsim/stata/ " + display "`r(N)'!=`sent' & `r(N)'!=`sent51'" + exit +} +label variable state "state id" +label variable fiitax "Federal Income Tax" +label variable siitax "State Income Tax" +label variable fica "OASDI and HI Payroll Tax" +label variable frate "IIT marginal rate" +label variable srate "state marginal rate" +label variable ficar "SS marginal rate" +if `"`full'"' == `"full"' { +label variable v10 "Federal AGI" +label variable v11 "UI in AGI" +label variable v12 "Social Security in AGI" +label variable v13 "Zero Bracket Amount" +label variable v14 "Personal Exemptions" +label variable v15 "Exemption Phaseout" +label variable v16 "Deduction Phaseout" +label variable v17 "Deductions allowed" +label variable v18 "Federal Taxable Income" +label variable v19 "Federal Regular Tax" +label variable v20 "Exemption Surtax" +label variable v21 "General Tax Credit" +label variable v22 "Child Tax Credit (as adjusted)" +label variable v23 "Refundable Part of Child Tax Credit" +label variable v24 "Child Care Credit" +label variable v25 "Earned Income Credit" +label variable v26 "Income for the Alternative Minimum Tax" +label variable v27 "AMT Liability (addition to regular tax)" +label variable v28 "Income Tax before Credits" +label variable v29 "FICA" +label variable v30 "State Household Income" +label variable v31 "State Rent Payments" +label variable v32 "State AGI" +label variable v33 "State Exemption amount" +label variable v34 "State Standard Deduction" +label variable v35 "State Itemized Deductions" +label variable v36 "State Taxable Income" +label variable v37 "State Property Tax Credit" +label variable v38 "State Child Care Credit" +label variable v39 "State EITC " +label variable v40 "State Total Credits" +label variable v41 "State Bracket Rate" +} +sort taxsimid state +capture save `output', replace +restore +display " " +if `"`replace'"' != `"replace"' { + display "TAXSIM results are saved in `output'" + display " " + display "To merge the TAXSIM results to the current dataset, run the commands below." + display " " + if `"`x51'"' == `"x51"' { + display "generate taxsimid = _n" + display "replace state=statet" + display "sort taxsimid state" + display "merge taxsimid state using `output', nokeep replace update" + display "drop statet _merge" + } + else { + display "generate taxsimid = _n" + display "sort taxsimid" + display "merge taxsimid using `output',replace update" + } + display " " + display "To avoid merging by hand, rerun with the replace option " + display "to automatically merge the datasets." +} +else { + capture drop taxsimid _merge + capture generate taxsimid = _n + if `"`x51'"' == `"x51"' { + display "TAXSIM results are being merged with workspace by taxsimid state" + replace state = statet + sort taxsimid state + merge taxsimid state using `output',replace update + display "Keeping only matching state data" + drop if statet==. + drop statet _merge + } + else { + display "TAXSIM results are being merged with workspace by taxsimid" + sort taxsimid + merge taxsimid using `output',replace update + drop _merge + } +} +display " " +end + +program define drop_message, rclass +version 8.0 +args dropped varname +if (`dropped'>0) { + display `dropped' %8.0g " records dropped for out of range `varname'" +} +scalar obs0 =_N +end + diff --git a/42/replication_package/data_replication/scf/code/taxsim9_ado_files/taxsim9.hlp b/42/replication_package/data_replication/scf/code/taxsim9_ado_files/taxsim9.hlp new file mode 100644 index 0000000000000000000000000000000000000000..c79baf1e456ea69e16de08a129b9d86763f63542 --- /dev/null +++ b/42/replication_package/data_replication/scf/code/taxsim9_ado_files/taxsim9.hlp @@ -0,0 +1,294 @@ +{smcl} +{* 20 September 2008}{...} +{hline} +help for {it:{hi:taxsim9}} +{hline} + +{title:NBER TAXSIM model for federal and state income taxes} + +{title:Description} + +{p 8 18 2} +{cmdab:taxsim9}[,{cmdab:f:ull} {cmdab:o:utput} +{cmdab:s:econdary}|{cmdab:w:ages}|{cmdab:i:nterest}|{cmdab:l:ong} +{cmdab:d:ebug} {cmdab:p:lan} {cmdab:planv:al} {cmdab:x:51} +{cmdab:r:eplace}] + +{p 4 4 2}calculates federal and state income tax liability from 21 input +variables. These variables are be defined in your current workspace +before calling taxsim. The program returns values for various tax return +concepts, taxes, credits, and marginal tax rates as new named variables in +a new dataset or merged into your current workspace. + +{p 4 4 2}The tax calculator itself is the same FORTRAN program that the NBER has +been updating annually since 1974, but with a simplified input file (no married +filing separate or income averaging, etc). This interface merely packages up your +data and sends it to Cambridge for the actual calculations, which are returned and +merged into your current dataset. No tax calculations are done on your computer, +although there is some range checking of your data. + +{title:Input Variables:} + +{p 4 4 2} {hi:year:} 4-digit year between 1960 and 2023. Between 1977 and +2015 if state tax is requested. No default. + +{p 4 4 2} {hi:state:} state identifier. These are numeric codes from 1 to +51 (Alabama to Wyoming in alphabetical order) with zero indicating "no +state tax". + +{p 4 4 2} {hi:mstat:} Marital status 1 for single, 2 for joint, 3 for head +of household. No default. + +{p 4 4 2} {hi:depx:} Number of dependents ( usually kids, but can be any age ) per +tax form. Must not be less than depchild (below). + +{p 4 4 2} {hi:agex:} The age of the primary taxpayer times 100 plus the age of the +secondary taxpayer (if any). Forexample 6563 would a 65 year old married to a 63 +year old. If zero we assume the taxpayer is of an age eligible for the EITC and the +full AMT exclusion but not for any age exemption or supplemental standard deduction. +It is not an error for a taxpayer to be over 99 years of age but the secondary +taxpayer must be of legal marriagable age. 10301 would be a 102 year old married to +a 101 year old. Prior to July 2016 this field was the number of taxpayers 65 years +of age or more, and that usage is still accepted for backward compatibility, however +EITC, and AMT are more accurate with exact ages. + +{p 4 4 2} {hi:pwages:} Wage income of primary taxpayer + +{p 4 4 2} {hi:swages:} Wage income of secondary taxpayer + +{p 4 4 2} {hi:dividends:} Dividend income + +{p 4 4 2} {hi:otherprop:} Interest and other property income. This may be +negative. You can put net alimony here, and subtract any adjustments such +as IRAs, Keoghs and self employment tax, to the extent that yuo may know +such items. + +{p 4 4 2} {hi:pensions:} IRA distributions and Taxable pension income + +{p 4 4 2} {hi:gssi:} Gross social security benefits. Taxsim will calculate the +portion includable in AGI. + +{p 4 4 2} {hi:transfers:} Non-taxable transfer income, used for +calculating low income credits and property tax credits on state taxes. + +{p 4 4 2} {hi:rentpaid:} Rent paid is used in some state property tax +credits. + +{p 4 4 2} {hi:proptax:} Property tax paid is an itemized deduction and is a +preference for the AMT. + +{p 4 4 2} {hi:otheritem:} Taxes paid other than state income taxes. Taxsim will use +its own calculated state income tax as an itemized deduction. These are preferences +for the AMT. + +{p 4 4 2} {hi:childcare:} Child care expenses are a credit in the federal +tax. + +{p 4 4 2} {hi:ui:} Unemployment compensation benefits. Taxsim will calculate the +portion included in AGI. + +{p 4 4 2} {hi:depchild:} Number of dependent children under 17 (for child +credit), optionally plus 100 times the number of dependent children under 18 plus +10000 times the number of dependent children under 13. e.g. 10302 for 1 child +eligible for child care credit, three counted for the EIC and 2 for the child tax +credit. Note that to maintain backward compatibility if this value is under 100 then +the number of dependents is used for the child care and EIC credits. + +{p 4 4 2} {hi:mortgage:} Mortgage interest paid, possibly plus charitable +contibutions, and some minor items that are not preferences for the AMT. + +{p 4 4 2} {hi:stcg:} Short term capital gain or loss (+/-). + +{p 4 4 2} {hi:ltcg:} Long term capital gain or loss (+/-). + +{title:The following variables are returned by the procedure:} + +{p 4 4 2} {hi:taxsimid:} Record identifer, _n , +used to merge taxsim_out.dta back to source workspace. + +{p 4 4 2} {hi:year:} Unchanged from input. + +{p 4 4 2} {hi:state:} Unchanged from input. + +{p 4 4 2} {hi:fiitax:} Federal tax liability, after regular, minimum, and +maximum tax, and after refundable credits. + +{p 4 4 2} {hi:siitax:} State tax liability after refundable credits. + +{p 4 4 2} {hi:fica:} FICA tax liability, sum of employer and employee shares. + +{p 4 4 2} {hi:frate:} Marginal federal tax rate wrt primary worker wages. You can +change this to the weighted average of the rates on the primary and secondary +earners, (equal weights if both are non-workers), secondary earner, property income, +or long term gains with the options, {cmd:Wages},{cmd:Secondary}, {cmd:Interest} or +{cmd:Long}. + +{p 4 4 2} {hi:srate:} Marginal state tax rate. Same options apply here. + +{p 4 4 2} {hi:ficar:} Marginal FICA rate. The estimate of FICA tax +includes both employer and employee portions, and ignores the favorable +treatment of self-employment income. + +{title:Missing Data:} {p 4 4 2} All variables except year and marital +status are optional, and the tax calculation will proceed as if missing +variables are zero after printing a warning. A variable is missing if +it doesn't show up in a describe command - this is different from missing values +for a defined variable. + +{p 4 4 2}An individual case missing value for any variable in the list of 21 +variables will result in listwise deletion. Zero is an acceptable value for any +dollar amount. A zero for the state id, means "no state tax" and in that case zero +is returned for the state tax liability. Negative values are allowed only for +capital gains and {hi:otherprop}, and will cause listwise deletion if encountered in +other variables. + +{title:Additional Output:} + +{title:Options} + +{p 4 4 2}{cmd:full:} Return many intermediate calculations (taxable +income, regular tax, individual credits, etc. All the returned variables +have labels defined in taxsim9.ado - use "describe" to get the full list +or browse the web page below. + +{p 4 4 2}{cmd:output:} Specify the name of the output dataset. The +default is taxsim_out.dta in the current directory. + +{p 4 4 2}{cmd:secondary:} Calculate marginal tax rates with respect to +the secondary wage earner. The default is with respect to the primary wage +earner. + +{p 4 4 2}{cmd:wages:} Calculate marginal tax rates with respect to a +weighted average of the primary and secondary wage earner. + +{p 4 4 2}{cmd:interest:} Calculate marginal tax rates with respect to +interest income. + +{p 4 4 2}{cmd:long:} Calculate marginal tax rates with respect to +long term gains. + +{p 4 4 2}{cmd:debug:} Do not erase intermediate ASCII files written in the +current directory. Summarize input variables after cleaning. The intermediate files +are essential for debugging. If you are reporting errors to NBER, be sure to +create a small (no more than a couple of observations) test file to send to us. + +{p 4 4 2}{cmd:x51:} Users of the AHEAD, HRS, and other confidential +data are reminded that they are not permitted to send state identifiers to +us. If such users need state tax calculations they should set this option +which instructs taxsim8.ado (running on your computer) to drop the state +identifier from records sent to our server, and instructs the server to +return 51 records for each record received, one for each possible state. +Then taxsim9.ado (at your computer) will discard the 50 spurious records +from the returned data, leaving you with tax calculations for the correct +state for each taxpayer, and without sending us anything you aren't +allowed to share. Don't laugh - it works and the inefficiency is tolerable. + +{p 4 4 2}{cmd:replace:} Merge the taxsim output file into the workspace, possibly +overwriting existing variables. Otherwise output is saved to taxsim_out.dta in the +current directory. You can run taxsim multiple times with the replace option set and +the results will not change unless you change the input data or procedure options. + +{p 4 4 2}{cmd:Plan:} Modify the tax calculation according to the list of alternative +tax laws listed at "http://www.nber.org/taxsim/taxsim=calc9/plans.html". + +{p 4 4 2}{cmd:PLANVar:} Parameter for the {cmd:Plan:}. + +{title:Notes:} + +{p 4 4 2}Dollar amounts are rounded to the nearest penny before +transmission to the calculator, and calculated amounts are similarly +treated. + +{p 4 4 2}Extreme marginal tax rates due to notches will become missing +values. + +{p 4 4 2}The maximum upload file size is vague, but use caution for files larger +than 100,000 cases. Start small, and test the server reaction to larger files. + +{p 4 4 2}Taxsim9.ado writes out the 21 variables (plus a record id) to a temporary +ASCII file and also writes a short ftp script for uploading that file to the NBER +taxsim server. Then the same script downloads a file of the same name with the +.taxsim suffix added. Our ftp server is modified to run such files through the +taxsim program, and return the calculated results rather than the original file. The +results are copied to your local hard disk and loaded into the taxsim_out.dta +dataset in your home directory. If you wish to examine the process, study the .ado +file and ftp.txt files. + +{p 4 4 2}Throughput is variable but one user reports 1,500 +records/minute with an excellent connection (25 milliseconds ping time). +If you experience time-outs, please split your dataset into pieces for +sequential processing, if processing is reliable, you may consider larger +pieces. I would be interested in hearing reports. + +{title:Example:} +{p 4 8 2}{cmd:. input state year mstat pwages} + +{p 4 8 2}{cmd:. 5 2004 1 50000} + +{p 4 8 2}{cmd:. end} + +{p 4 8 2}{cmd:. taxsim9, full interest replace}{p_end} + +{p 4 4 2} The example posits a single taxpayer in California with $50,000 +of wage income, and returns the marginal tax rate with respect to interest +income, among other values. + +{title:Support:} + +{p 4 4 2}Dan Feenberg would like to speak with anyone using this program - +give him a call after you have done some experimenting, but before +investing a lot of time and certainly before submitting for publication. If you +encounter bugs please prepare a test case with no more than 3 observations and run +with the following settings: + + +{p 4 8 2}{cmd:. log using foo,text} + +{p 4 4 2}and also with trace on: + +{p 4 8 2}{cmd:. set trace on} + +{p 4 4 2}and with the debug option for taxsim: + +{p 4 8 2}{cmd:. taxsim9,debug} + +{p 4 4 2}set and the files txpydata.raw,results.raw, ftp.txt and msg.txt included +with your message. If there is no results.raw file, that probably means that ftp +wasn't found or didn't work. + +{p 4 4 2}Be sure to provide stata test runs with the smallest possible dataset that +demonstrates the problem (preferably one record), run with the debug flag set, and +attach the debug files. But always follow the instructions below. + +{p 4 4 2}If any tax calculation surprises you, please enter the taxpayer data in the +web form mentioned below. A detailed explanation of the calculation will be +returned, which may remind you of a code feature or interaction you were unaware of. +If you still think the calculation is wrong, follow the instructions given there for +sending bug reports. We are very responsive to these communications - they do result +in improvements to the calculator, generally within a day or two. But please send us +a single record demonstrating the error, not a large file. Most users anticipate we +need to be encouraged to respond by the possibility that the error is common and +submit large files to demonstrate that. This is not true and we will respond +with a request that the file be cut down. + +{p 4 4 2}See {browse "http://www.nber.org/taxsim/taxsim9/"} the TAXSIM web +site for additional information about the tax caculator. Although that is the +interface for the Web version of taxsim, there is much valuable information there +about the operation of the program and the calculation of marginal rates which may +surprise you. + +{p 4 4 2}A general description of Taxsim is given in +{browse "http://www.nber.org/taxsim/feenberg-coutts.pdf"}. + +{col 5}Daniel Feenberg ( tax questions ) +{col 5}feenberg@nber.org +{col 5}617-863-0343 + +{p 4 13 2} +Online: help for {help taxsim9} +{p_end} + +{p 4 13 2} +Web: {browse "http://www.nber.org/taxsim/taxsim-calc9"} +{p_end} + diff --git a/42/replication_package/data_replication/scf/code/taxsim_2001.do b/42/replication_package/data_replication/scf/code/taxsim_2001.do new file mode 100644 index 0000000000000000000000000000000000000000..ff3cd3c488e77dee034e2ac5cfd203ee7d7c2f30 --- /dev/null +++ b/42/replication_package/data_replication/scf/code/taxsim_2001.do @@ -0,0 +1,88 @@ + + +clear all +set more off +set maxvar 10000 + +set mem 1000m + +*Set path +*** +*cd ---- specify path to \data_replication\scf\ +local rawdata "./raw_data" +local procdata "./proc_data" + + +*Merge Raw and Summary data +use "`rawdata'/p2001i6.dta", clear + +joinby YY1 Y1 using "`rawdata'/rscfp2001.dta", unmatched(both) +tab _merge +drop _merge + +*************************************************************************************** +*INCOME & TAXSIM +*************************************************************************************** + +*Generate tax year +g year = 2001 + +*Generate state +g state = 0 + +*Generate marital status +g mstat = cond(X8023 != 1, 1, 2) + +*Number of dependents (kids) per tax form. +g depx=(X108>=4 & X108<=13)*(X110 < 19) +/* + */(X114>=4 & X114<=13)*(X116 < 19) +/* + */(X120>=4 & X120<=13)*(X122 < 19) +/* + */(X126>=4 & X126<=13)*(X128 < 19) +/* + */(X132>=4 & X132<=13)*(X134 < 19) +/* + */(X202>=4 & X202<=13)*(X204 < 19) +/* + */(X208>=4 & X208<=13)*(X210 < 19) +/* + */(X214>=4 & X214<=13)*(X216 < 19) +/* + */(X220>=4 & X220<=13)*(X222 < 19) + +*Number of dependents under age 17 +g depchild = (X108>=4 & X108<=13)*(X110 < 17) +/* + */(X114>=4 & X114<=13)*(X116 < 17) +/* + */(X120>=4 & X120<=13)*(X122 < 17) +/* + */(X126>=4 & X126<=13)*(X128 < 17) +/* + */(X132>=4 & X132<=13)*(X134 < 17) +/* + */(X202>=4 & X202<=13)*(X204 < 17) +/* + */(X208>=4 & X208<=13)*(X210 < 17) +/* + */(X214>=4 & X214<=13)*(X216 < 17) +/* + */(X220>=4 & X220<=13)*(X222 < 17) + +gen pwages=max(wageinc+bussefarminc,0)*0.75 +gen swages=max(wageinc+bussefarminc,0)*0.25 + +g gssi = max(ssretinc,0) //together wife and head + +*Transfers +gen transfers=max(transfothinc,0) + +*Adjust for pension contributions +*Couldn't find the right codes for 1998 (codes may be changing in time?) +*Adjusted using average rate from PSID +replace pwages=0.94*pwages +replace swages=0.94*swages + +*Taxsim +taxsim9,replace + +*Compute total income before tax +gen pretax_income = pwages + swages + transfers + gssi + +*Compute disposable income +rename fiitax federalTax +rename siitax stateTax +gen inc = pretax_income - federalTax - stateTax + +*Adjust using equivalence scales (OECD) +gen size_fam=X101 +gen nr_adult = size_fam-depchild +gen equiv = 1.0 + 0.7*(nr_adult-1) + 0.5*depchild + +save "`procdata'/taxsim2001.dta", replace diff --git a/42/replication_package/data_replication/scf/code/taxsim_2016.do b/42/replication_package/data_replication/scf/code/taxsim_2016.do new file mode 100644 index 0000000000000000000000000000000000000000..64f706bc551f537699300382dcecfb173f02f5d3 --- /dev/null +++ b/42/replication_package/data_replication/scf/code/taxsim_2016.do @@ -0,0 +1,93 @@ + + +clear all +set more off +set maxvar 10000 + +set mem 1000m + +*Set path +*** + +*Set path +*** +*cd ---- specify path to \data_replication\scf\ +local rawdata "./raw_data" +local procdata "./proc_data" + + +*Merge Raw and Summary data +use "`rawdata'/p16i6.dta", clear + +joinby YY1 Y1 using "`rawdata'/rscfp2016.dta", unmatched(both) +tab _merge +drop _merge + +*************************************************************************************** +*INCOME & TAXSIM +*************************************************************************************** + +*Generate tax year +g year = 2016 + +*Generate state +g state = 0 + +*Generate marital status +g mstat = cond(X8023 != 1, 1, 2) + +*Number of dependents (kids) per tax form. +g depx=(X108>=4 & X108<=13)*(X110 < 19) +/* + */(X114>=4 & X114<=13)*(X116 < 19) +/* + */(X120>=4 & X120<=13)*(X122 < 19) +/* + */(X126>=4 & X126<=13)*(X128 < 19) +/* + */(X132>=4 & X132<=13)*(X134 < 19) +/* + */(X202>=4 & X202<=13)*(X204 < 19) +/* + */(X208>=4 & X208<=13)*(X210 < 19) +/* + */(X214>=4 & X214<=13)*(X216 < 19) +/* + */(X220>=4 & X220<=13)*(X222 < 19) + +*Number of dependents under age 17 +g depchild = (X108>=4 & X108<=13)*(X110 < 17) +/* + */(X114>=4 & X114<=13)*(X116 < 17) +/* + */(X120>=4 & X120<=13)*(X122 < 17) +/* + */(X126>=4 & X126<=13)*(X128 < 17) +/* + */(X132>=4 & X132<=13)*(X134 < 17) +/* + */(X202>=4 & X202<=13)*(X204 < 17) +/* + */(X208>=4 & X208<=13)*(X210 < 17) +/* + */(X214>=4 & X214<=13)*(X216 < 17) +/* + */(X220>=4 & X220<=13)*(X222 < 17) + +gen pwages=max(wageinc+bussefarminc,0)*0.75 +gen swages=max(wageinc+bussefarminc,0)*0.25 + +g gssi = max(ssretinc,0) //together wife and head + +*Transfers +gen transfers=max(transfothinc,0) + +*Adjust for pension contributions +*Couldn't find the right codes for 1998 (codes may be changing in time?) +*Adjusted using average rate from PSID +replace pwages=0.94*pwages +replace swages=0.94*swages + + +*Taxsim +taxsim9,replace + +*Compute total income before tax +gen pretax_income = pwages + swages + transfers + gssi + +*Compute disposable income +rename fiitax federalTax +rename siitax stateTax +gen inc = pretax_income - federalTax - stateTax + +*Adjust using equivalence scales (OECD) +gen size_fam=X101 +gen nr_adult = size_fam-depchild +gen equiv = 1.0 + 0.7*(nr_adult-1) + 0.5*depchild + +save "`procdata'/taxsim2016.dta", 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b/42/replication_package/data_replication/scf/raw_data/rscfp2016.dta @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:e3e898b62a0961b467ad7854a5c9d4c809b234f96b32aa2e67f9de1af2cc1e03 +size 35246390 diff --git a/42/replication_package/model_replication/Income Process/incomemoments.m b/42/replication_package/model_replication/Income Process/incomemoments.m new file mode 100644 index 0000000000000000000000000000000000000000..6eb7e2e0c98c4445a12354d82797ceef8bf78e8b --- /dev/null +++ b/42/replication_package/model_replication/Income Process/incomemoments.m @@ -0,0 +1,105 @@ +function obj = incomemoments(x, N, T, lambdat, kz, ke) + +rhoz = x(1); +sz = x(2); +se = x(3); + +rng(0); + +[zgrid, Fzz] = rouwenhorst(rhoz, sz, kz); + + +[Fz, ~] = eigs(Fzz',1); +Fz = Fz/sum(Fz); +Fz = max(Fz, 0); + + +[egrid, Fe] = qnwnorm(ke, 0, se^2); + +Fee = repmat(Fe', ke, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +Z = zeros(2*N, T); +E = zeros(2*N, T); + +rng(0) + + +unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + +Fzcum = [0; cumsum(Fz)]; % cumulative ergodic for initial conditions +[~, bin] = histc(unif, Fzcum); % bin is the index of initial draw of z + +Z(:,1) = bin; + + +unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + +Fecum = [0; cumsum(Fe)]; % cumulative ergodic for transitory shock +[~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + +E(:,1) = bin; + + +for t = 2 : T + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Z(:,t-1), :), 2)]; + + Z(:,t) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : kz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + Fecum = [zeros(2*N, 1), cumsum(Fee(E(:,t-1), :), 2)]; + + E(:,t) = ((unif < Fecum(:, 2:end)).*(unif >= Fecum(:,1:end-1)))*(1 : 1 : ke)'; + + +end + +Y = exp(lambdat' + zgrid(Z) + egrid(E)); + + +% Create annual income measures and calculate moments + +Y = (Y(:, 1 : 4 : T) + Y(:, 2 : 4 : T) + Y(:, 3 : 4 : T) + Y(:, 4 : 4 : T)); % sum quarterly income + +varyall = var(log(Y(:))); + +Czz2 = cov(log([vec(Y(:, 3 : end)), vec(Y(:, 1 : end - 2))])); Czz2 = Czz2(1, 2); + +stddy = std(log(vec(Y(:, 3 : end))) - log(vec(Y(:, 1 : end - 2)))); + +Czz4 = cov(log([vec(Y(:, 5 : end)), vec(Y(:, 1 : end - 4))])); Czz4 = Czz4(1, 2); + + +fprintf('\n'); +fprintf('Moments: Model, Data\n'); +fprintf('\n'); + +fprintf('variance log income, all = %9.3f %9.3f \n', [varyall, 0.443]); +fprintf('autocov log income (t, t-2), all = %9.3f %9.3f \n', [Czz2, 0.332]); +fprintf('autocov log income (t, t-4), all = %9.3f %9.3f \n', [Czz4, 0.314]); +fprintf('std dev log income growth (t, t-2), all = %9.3f %9.3f \n', [stddy, 0.408]); + + +mmode = [varyall; Czz2; Czz4; stddy]; +mdata = [0.443; 0.332; 0.314; 0.408]; + +obj = (mmode - mdata)./(1 + abs(mdata)); + +weight = ones(4, 1); +weight = weight/sum(weight); + +obj = sqrt(weight'*(obj.^2)); + +fprintf('\n'); +fprintf('Root mean squared deviations %9.4f \n', obj); +fprintf('\n'); + +format short g +disp([x(:)', obj]) +format short diff --git a/42/replication_package/model_replication/Income Process/neldmead_bounds.m b/42/replication_package/model_replication/Income Process/neldmead_bounds.m new file mode 100644 index 0000000000000000000000000000000000000000..b47732b5d8d928fc5c3bbd25000b887cdd508564 --- /dev/null +++ b/42/replication_package/model_replication/Income Process/neldmead_bounds.m @@ -0,0 +1,145 @@ +function x_opt = neldmead_bounds(func, x_init, x_min, x_max, varargin) +% [x_opt]=neldmead_bounds(func,x_init,x_min,x_max) +% minimizes f(x) such that x_min <= x_opt <= x_max. +% modified version of original by H.P. Gavin , Civil & Env'ntl Eng'g, Duke Univ. 21 January 2006 +% all i did is to make it readable for myself and exclude g(x) <0 +% constraint +% +% INPUT +% ====== +% func : the name of the function to be minimizes in the form y=func(x) +% x_init : the vector of initial parameter values ... a column vector +% x_min : minimum permissible values of the parameters, x +% x_max : maximum permissible values of the parameters, x +% +% OUTPUT +% ====== +% x_opt : a set of parameters at or near the optimal value + + + tol_x = 1e-4; % tolerance for convergence in x + tol_f = 1e-4; % tolerance for convergence in f + max_iter = 250; % maximum number of function evaluations + + +n = length(x_init); + +onesn = ones(1,n); +ot = 2:n+1; +on = 1:n; +function_count = 0; % the number of function evaluations + + +% Nelder-Mead constants +a_reflect = 2; a_expand = 1; a_contract = 0.5; a_shrink = 0.5; + +% Evaluate the initial guess and the range of allowable parameter variation + +x_init = min(max(x_init,x_min),x_max); + +[fv] = feval(func,x_init, varargin{:}); +if any(x_max == x_min) + error('error: x_max can not equal x_min for any parameter'); +end + +% Place input guess in the simplex! (credit L.Pfeffer at Stanford) +% Set up a simplex near the initial guess. + +p1 = .2; % originally .2 +p2 = .1; % originally .1 + +delta_x = min( p1*(1+abs(x_init)) , p2*(x_max-x_init).*(x_max~=x_init) ); +idx = find(delta_x == 0); +delta_x(idx) = -p2*(x_init(idx)-x_min(idx)); + +% --- initialization +simplex = x_init; +for j = 1:n + y = x_init; + y(j) = y(j) + delta_x(j); + x = min(max(y,x_min),x_max); + simplex = [simplex x]; %create simplex one by one + [f] = feval(func,x, varargin{:}); %evaluate function + fv = [fv f]; %record function values + +end + +% order the vertices in increasing order of fv +[fv,idx] = sort(fv); simplex = simplex(:,idx); +disp([simplex;fv]) + +iter=1; +while iter < max_iter % --- main loop + + change_x = max(max(abs(simplex(:,ot)-simplex(:,onesn)))); + change_f = max(abs(fv(1)-fv(ot))); + + if change_x < tol_x && change_f < tol_f + break; + end + + % One step of the Nelder-Mead simplex algorithm + + happy = 0; + +% reflect + vbar = (sum(simplex(:,on)')/n)'; % centroid of better vertices + vr = min(max(vbar + a_reflect*(vbar-simplex(:,n+1)),x_min),x_max); + [fr] = feval(func,vr, varargin{:}); + + + if ( fr >= fv(1) && fr < fv(n+1) ) + happy = 1; vk = vr; fk = fr; how = 'reflect'; + end + +% expand + if ( happy == 0 && fr < fv(1) ) + ve = min(max(vbar + a_expand*(vr-vbar),x_min),x_max); + [fe] = feval(func,ve, varargin{:}); + + function_count = function_count + 1; + if fe < fr + happy = 1; vk = ve; fk = fe; how = 'expand'; + else + happy = 1; vk = vr; fk = fr; how = 'reflect'; + end + end + +% contract + if ( happy == 0 && fr >= fv(n) ) + vc = min(max(vbar + a_contract*(vbar-simplex(:,n+1)),x_min),x_max); + [fc] = feval(func,vc, varargin{:}); + + + if fc < fv(n+1) + happy = 1; vk = vc; fk = fc; how = 'contract'; + end + end + +% if you have accepted a new point, replace the worst point (n+1) with it + + if ( happy == 1 ) + simplex(:,n+1) = vk; fv(n+1) = fk; + else + +% shrink + v1 = simplex(:,1); + for i=2:n+1 + vs = min(max(v1 + a_shrink*(simplex(:,i)-v1),x_min),x_max); + [fs] = feval(func,vs, varargin{:}); + + simplex(:,i) = vs; + fv(i) = fs; + end + + how = 'shrink'; + end + +% order the vertices in increasing order of fv + [fv,idx] = sort(fv); simplex = simplex(:,idx); + x_opt = simplex(:,1); + fprintf('%4i %6.2e %6.2e\n',[iter,change_f,change_x]) + iter=iter+1; +end + + diff --git a/42/replication_package/model_replication/Income Process/rouwenhorst.m b/42/replication_package/model_replication/Income Process/rouwenhorst.m new file mode 100644 index 0000000000000000000000000000000000000000..b63dcbaa002c4cdc734110fadee1cd5d36526c07 --- /dev/null +++ b/42/replication_package/model_replication/Income Process/rouwenhorst.m @@ -0,0 +1,29 @@ +%rouwenhorst.m +% +%[zgrid, P] = rouwenhorst(rho, sigma_eps, n) +% +% rho is the 1st order autocorrelation +% sigma_eps is the standard deviation of the error term +% n is the number of points in the discrete approximation +% +% http://www.karenkopecky.net/rouwenhorst.m + +function [zgrid, P] = rouwenhorst(rho,sigma_eps,n) + +mu_eps = 0; + +q = (rho+1)/2; +nu = ((n-1)/(1-rho^2))^(1/2) * sigma_eps; + +P = [q 1-q;1-q q]; + + +for i=2:n-1 + P = q*[P zeros(i,1);zeros(1,i+1)] + (1-q)*[zeros(i,1) P;zeros(1,i+1)] + ... + (1-q)*[zeros(1,i+1); P zeros(i,1)] + q*[zeros(1,i+1); zeros(i,1) P]; + P(2:i,:) = P(2:i,:)/2; +end + +zgrid = linspace(mu_eps/(1-rho)-nu,mu_eps/(1-rho)+nu,n); + + diff --git a/42/replication_package/model_replication/Income Process/start.m b/42/replication_package/model_replication/Income Process/start.m new file mode 100644 index 0000000000000000000000000000000000000000..be907673c6d7640c4859495b41f89d562ff36426 --- /dev/null +++ b/42/replication_package/model_replication/Income Process/start.m @@ -0,0 +1,65 @@ +clear; +clc; +close all; + +N = 50000; % number of agents to simulate +T = 61*4; % number quarters to live, from 25 to 85 + +kz = 7; % nodes for z +ke = 3; + + +rhoz = 0.9908; +sz = 0.0761; +se = 0.4869; + + +time = (1 : 1 : T)'; + +lambdat = 0.07982636 - 0.02322307 * (time/4 + 25) + 0.00105409 * (time/4 + 25).^2 - 0.00001028 * (time/4 + 25).^3; + +x = [rhoz; sz; se ]; + +lb = [0.975; 0.03; 0.3]; +ub = [0.997; 0.15; 0.8]; + + +ftarget = @(x) incomemoments(x, N, T, lambdat, kz, ke); + +ftarget(x) + +%{ +switch 'simplex' + + case 'ga' + + gaoptions = gaoptimset('Display', 'off','UseParallel', 'always', 'InitialPopulation', x'); + x = ga(@(x)ftarget(x), size(x, 1), [], [], [], [], lb, ub, [], gaoptions); + + case 'simplex' + + x = neldmead_bounds(@(x)ftarget(x), x, lb, ub); + + + case 'particleswarm' + + + options = optimoptions('particleswarm', 'Display', 'off', 'MaxTime', 100, 'UseParallel', true, 'InitialSwarm', x', 'SwarmSize', 200); + + x = particleswarm(ftarget, numel(x), lb', ub', options); %this function complains if I give it a structure as input + + + case 'patternsearch' + + options = optimoptions('patternsearch','Display','off', 'UseParallel', true); + + x = patternsearch(ftarget, x, [], [], [], [], lb, ub, [], options); + +end + + + +se = (1 - 0.55)^(1/2)*se; % Krueger Perri (2011) show 55% of the variance of trans compon is measurement error so subtract + + +%} \ No newline at end of file diff --git a/42/replication_package/model_replication/Income Process/vec.m b/42/replication_package/model_replication/Income Process/vec.m new file mode 100644 index 0000000000000000000000000000000000000000..b979fb42e34c27aebf07fa2dc3437ae650f79efe --- /dev/null +++ b/42/replication_package/model_replication/Income Process/vec.m @@ -0,0 +1,3 @@ +function y = vec(x) + +y = x(:); \ No newline at end of file diff --git a/42/replication_package/model_replication/Income Process/x.mat b/42/replication_package/model_replication/Income Process/x.mat new file mode 100644 index 0000000000000000000000000000000000000000..56df24f494d3d64ff5b89785ccc919ef92896104 Binary files /dev/null and b/42/replication_package/model_replication/Income Process/x.mat differ diff --git a/42/replication_package/model_replication/Main Moving/findtransfer.m b/42/replication_package/model_replication/Main Moving/findtransfer.m new file mode 100644 index 0000000000000000000000000000000000000000..6d6ddcbdd81c2105defa6003af3228d601bcdce8 --- /dev/null +++ b/42/replication_package/model_replication/Main Moving/findtransfer.m @@ -0,0 +1,4 @@ +function y = findtransfer(a, rhs, p) + + +y = (1 + interest(a, p)).*a - rhs; \ No newline at end of file diff --git a/42/replication_package/model_replication/Main Moving/fminsearchbnd.m b/42/replication_package/model_replication/Main Moving/fminsearchbnd.m new file mode 100644 index 0000000000000000000000000000000000000000..0448eae0f278145737a4c58ef211062d09896afc --- /dev/null +++ b/42/replication_package/model_replication/Main Moving/fminsearchbnd.m @@ -0,0 +1,307 @@ +function [x,fval,exitflag,output] = fminsearchbnd(fun,x0,LB,UB,options,varargin) +% FMINSEARCHBND: FMINSEARCH, but with bound constraints by transformation +% usage: x=FMINSEARCHBND(fun,x0) +% usage: x=FMINSEARCHBND(fun,x0,LB) +% usage: x=FMINSEARCHBND(fun,x0,LB,UB) +% usage: x=FMINSEARCHBND(fun,x0,LB,UB,options) +% usage: x=FMINSEARCHBND(fun,x0,LB,UB,options,p1,p2,...) +% usage: [x,fval,exitflag,output]=FMINSEARCHBND(fun,x0,...) +% +% arguments: +% fun, x0, options - see the help for FMINSEARCH +% +% LB - lower bound vector or array, must be the same size as x0 +% +% If no lower bounds exist for one of the variables, then +% supply -inf for that variable. +% +% If no lower bounds at all, then LB may be left empty. +% +% Variables may be fixed in value by setting the corresponding +% lower and upper bounds to exactly the same value. +% +% UB - upper bound vector or array, must be the same size as x0 +% +% If no upper bounds exist for one of the variables, then +% supply +inf for that variable. +% +% If no upper bounds at all, then UB may be left empty. +% +% Variables may be fixed in value by setting the corresponding +% lower and upper bounds to exactly the same value. +% +% Notes: +% +% If options is supplied, then TolX will apply to the transformed +% variables. All other FMINSEARCH parameters should be unaffected. +% +% Variables which are constrained by both a lower and an upper +% bound will use a sin transformation. Those constrained by +% only a lower or an upper bound will use a quadratic +% transformation, and unconstrained variables will be left alone. +% +% Variables may be fixed by setting their respective bounds equal. +% In this case, the problem will be reduced in size for FMINSEARCH. +% +% The bounds are inclusive inequalities, which admit the +% boundary values themselves, but will not permit ANY function +% evaluations outside the bounds. These constraints are strictly +% followed. +% +% If your problem has an EXCLUSIVE (strict) constraint which will +% not admit evaluation at the bound itself, then you must provide +% a slightly offset bound. An example of this is a function which +% contains the log of one of its parameters. If you constrain the +% variable to have a lower bound of zero, then FMINSEARCHBND may +% try to evaluate the function exactly at zero. +% +% +% Example usage: +% rosen = @(x) (1-x(1)).^2 + 105*(x(2)-x(1).^2).^2; +% +% fminsearch(rosen,[3 3]) % unconstrained +% ans = +% 1.0000 1.0000 +% +% fminsearchbnd(rosen,[3 3],[2 2],[]) % constrained +% ans = +% 2.0000 4.0000 +% +% See test_main.m for other examples of use. +% +% +% See also: fminsearch, fminspleas +% +% +% Author: John D'Errico +% E-mail: woodchips@rochester.rr.com +% Release: 4 +% Release date: 7/23/06 + +% size checks +xsize = size(x0); +x0 = x0(:); +n=length(x0); + +if (nargin<3) || isempty(LB) + LB = repmat(-inf,n,1); +else + LB = LB(:); +end +if (nargin<4) || isempty(UB) + UB = repmat(inf,n,1); +else + UB = UB(:); +end + +if (n~=length(LB)) || (n~=length(UB)) + error 'x0 is incompatible in size with either LB or UB.' +end + +% set default options if necessary +if (nargin<5) || isempty(options) + options = optimset('fminsearch'); +end + +% stuff into a struct to pass around +params.args = varargin; +params.LB = LB; +params.UB = UB; +params.fun = fun; +params.n = n; +% note that the number of parameters may actually vary if +% a user has chosen to fix one or more parameters +params.xsize = xsize; +params.OutputFcn = []; + +% 0 --> unconstrained variable +% 1 --> lower bound only +% 2 --> upper bound only +% 3 --> dual finite bounds +% 4 --> fixed variable +params.BoundClass = zeros(n,1); +for i=1:n + k = isfinite(LB(i)) + 2*isfinite(UB(i)); + params.BoundClass(i) = k; + if (k==3) && (LB(i)==UB(i)) + params.BoundClass(i) = 4; + end +end + +% transform starting values into their unconstrained +% surrogates. Check for infeasible starting guesses. +x0u = x0; +k=1; +for i = 1:n + switch params.BoundClass(i) + case 1 + % lower bound only + if x0(i)<=LB(i) + % infeasible starting value. Use bound. + x0u(k) = 0; + else + x0u(k) = sqrt(x0(i) - LB(i)); + end + + % increment k + k=k+1; + case 2 + % upper bound only + if x0(i)>=UB(i) + % infeasible starting value. use bound. + x0u(k) = 0; + else + x0u(k) = sqrt(UB(i) - x0(i)); + end + + % increment k + k=k+1; + case 3 + % lower and upper bounds + if x0(i)<=LB(i) + % infeasible starting value + x0u(k) = -pi/2; + elseif x0(i)>=UB(i) + % infeasible starting value + x0u(k) = pi/2; + else + x0u(k) = 2*(x0(i) - LB(i))/(UB(i)-LB(i)) - 1; + % shift by 2*pi to avoid problems at zero in fminsearch + % otherwise, the initial simplex is vanishingly small + x0u(k) = 2*pi+asin(max(-1,min(1,x0u(k)))); + end + + % increment k + k=k+1; + case 0 + % unconstrained variable. x0u(i) is set. + x0u(k) = x0(i); + + % increment k + k=k+1; + case 4 + % fixed variable. drop it before fminsearch sees it. + % k is not incremented for this variable. + end + +end +% if any of the unknowns were fixed, then we need to shorten +% x0u now. +if k<=n + x0u(k:n) = []; +end + +% were all the variables fixed? +if isempty(x0u) + % All variables were fixed. quit immediately, setting the + % appropriate parameters, then return. + + % undo the variable transformations into the original space + x = xtransform(x0u,params); + + % final reshape + x = reshape(x,xsize); + + % stuff fval with the final value + fval = feval(params.fun,x,params.args{:}); + + % fminsearchbnd was not called + exitflag = 0; + + output.iterations = 0; + output.funcCount = 1; + output.algorithm = 'fminsearch'; + output.message = 'All variables were held fixed by the applied bounds'; + + % return with no call at all to fminsearch + return +end + +% Check for an outputfcn. If there is any, then substitute my +% own wrapper function. +if ~isempty(options.OutputFcn) + params.OutputFcn = options.OutputFcn; + options.OutputFcn = @outfun_wrapper; +end + +% now we can call fminsearch, but with our own +% intra-objective function. +[xu,fval,exitflag,output] = fminsearch(@intrafun,x0u,options,params); + +% undo the variable transformations into the original space +x = xtransform(xu,params); + +% final reshape to make sure the result has the proper shape +x = reshape(x,xsize); + +% Use a nested function as the OutputFcn wrapper + function stop = outfun_wrapper(x,varargin); + % we need to transform x first + xtrans = xtransform(x,params); + + % then call the user supplied OutputFcn + stop = params.OutputFcn(xtrans,varargin{1:(end-1)}); + + end + +end % mainline end + +% ====================================== +% ========= begin subfunctions ========= +% ====================================== +function fval = intrafun(x,params) +% transform variables, then call original function + +% transform +xtrans = xtransform(x,params); + +% and call fun +fval = feval(params.fun,reshape(xtrans,params.xsize),params.args{:}); + +end % sub function intrafun end + +% ====================================== +function xtrans = xtransform(x,params) +% converts unconstrained variables into their original domains + +xtrans = zeros(params.xsize); +% k allows some variables to be fixed, thus dropped from the +% optimization. +k=1; +for i = 1:params.n + switch params.BoundClass(i) + case 1 + % lower bound only + xtrans(i) = params.LB(i) + x(k).^2; + + k=k+1; + case 2 + % upper bound only + xtrans(i) = params.UB(i) - x(k).^2; + + k=k+1; + case 3 + % lower and upper bounds + xtrans(i) = (sin(x(k))+1)/2; + xtrans(i) = xtrans(i)*(params.UB(i) - params.LB(i)) + params.LB(i); + % just in case of any floating point problems + xtrans(i) = max(params.LB(i),min(params.UB(i),xtrans(i))); + + k=k+1; + case 4 + % fixed variable, bounds are equal, set it at either bound + xtrans(i) = params.LB(i); + case 0 + % unconstrained variable. + xtrans(i) = x(k); + + k=k+1; + end +end + +end % sub function xtransform end + + + + + diff --git a/42/replication_package/model_replication/Main Moving/interest.m b/42/replication_package/model_replication/Main Moving/interest.m new file mode 100644 index 0000000000000000000000000000000000000000..a803c11bf639587df429cae019dec0baa5772085 --- /dev/null +++ b/42/replication_package/model_replication/Main Moving/interest.m @@ -0,0 +1,4 @@ +function rl = interest(A, p) + +rl = 1./(1 + exp(-p.r1*(A - p.r2)))*(p.rh - p.rl) + p.rl; + diff --git a/42/replication_package/model_replication/Main Moving/kronm.m b/42/replication_package/model_replication/Main Moving/kronm.m new file mode 100644 index 0000000000000000000000000000000000000000..37c3ef55e11a041e1c9332397e1f90c086a49983 --- /dev/null +++ b/42/replication_package/model_replication/Main Moving/kronm.m @@ -0,0 +1,113 @@ +function x = kronm(Q,x) + +% Fast Kronecker matrix multiplication, for both full and sparse matrices +% of any size. Never computes the actual Kronecker matrix and omits +% multiplication by identity matrices. +% y = kronm(Q,x) computes +% y = (Q{k} kron ... Q{2} kron Q{1})*x +% If Q contains only two matrices and x is a vector, the code uses the +% identity +% ( Q{2} kron Q{1} )*vec(X) = vec(Q{1}*X*Q{2}'), +% where vec(X)=x. If Q contains more than two matrices and/or if x has more +% than one column, the algorithm uses a generalized form of this identity. +% The idea of the algorithm is to see x as a multi-dimensional array and to +% apply the linear maps Q{i} separately for each dimension i. If Q contains +% just one matrix, the function returns the regular matrix product Q{1}*x. +% +% Inputs: +% Q: 1-by-k cell array containing k matrices of arbitrary size +% (can be sparse). Denote by R(i) the number of rows of Q{i}, and +% by C(i) the number of columns. Alternatively, Q{i} may also be +% a scalar qi. This is interpreted as the qi-by-qi identity +% matrix. Hand over identity matrices in this fashion for optimal +% performance. +% x: Matrix of size CC-by-m, where CC=C(1)*...*C(k). +% +% Output: Matrix of size RR-by-m, where RR=R(1)*...*R(k). +% +% +% Example: +% R = [60, 30, 20]; % Number of rows for matrices Q{1},Q{2},Q{3}. +% C = [55, 25, 15]; % Number of columns of matrices Q{i}. +% m = 5; % Number of columns of x. +% Q = cell(1,length(R)); % Create cell with sparse random matrices +% for i=1:length(R) % of density 0.05. +% Q{i} = sprand(R(i),C(i),0.05); +% end +% x = rand(prod(C),m); % Random matrix x with C(1)*C(2)*C(3) rows. +% y = kron(Q{3},kron(Q{2},Q{1}))*x; +% % Matlab's Kronecker multiplication... +% yy= kronm(Q,x); % and kronm... +% norm(y-yy) % ... give the same result up to +% % computational error. +% +% +% Version: 6-Oct-2015 +% Author: Matthias Kredler (Universidad Carlos III de Madrid) +% mkredler@eco.uc3m.es +% Acknowledgement: +% This code follows the same idea as 'kronmult' by Paul G. Constantine & +% David F. Gleich (Stanford, 2009). However, I avoid loops and allow for +% non-square inputs Q{i}. I have also included the special treatment for +% identity matrices. + +m = size(x,2); % Obtain number of columns in input. +k = length(Q); % Number of matrices in Q. +R = zeros(1,k); % Vector for number of rows of, +C = zeros(1,k); % Q-matrices and for number of columns. +comp = true(1,k); % Check if we have to multiply by Q{i}. +for i=1:k + if isscalar(Q{i}) % If input Q{i} is a scalar, don't + comp(i) = false; % have to multiply in this dimension. + R(i) = Q{i}; % Read in number of rows and columns. + C(i) = Q{i}; + else % Otherwise, read out size of the + [R(i),C(i)] = size(Q{i}); % matrix. + end +end + +xsiz = [C,m]; % Will constantly change dimension of x. + % xsiz is the current size, when x is + % reshaped to array of dim. + % C(1),C(2),...,C(k),m. + +if comp(1) % Start with first Kronecker product, + x = Q{1}*reshape(x,[C(1),prod(xsiz)/C(1)]); + % leave out if Q{i} is identity. + xsiz(1) = R(1); % Replace size of dimension 1. +end % (Don't do this in loop below --> save + % time on reshapes and permutes) +if k>1 && m==1 % If Q has just one element, we're done. + if comp(k) % If x was a column vector, do the last + x = reshape(x,[prod(xsiz)/C(k),C(k)]) *Q{k}' ; + xsiz(k) = R(k); % Kronecker product by matrix + end % post-multiplication to save time on + % reshapes and permutes. + loopTo = k-1; % Will only have to loop up to + % dimension k-1 below. +else % If x is a matrix, have to loop over + loopTo = k; % all dimensions. +end + +if k>2 || m>1 % Now loop over remaining dimensions, + x = reshape(x,xsiz); % inf any. Reshape x into an array of + for i=2:loopTo % dimension R(1),C(2),...,C(k)or R(k),m. + if comp(i) % If Q{i} is not identity: Create + dims = 1:k+1; % vector to re-shuffle dimensions. + dims(i) = []; % Put dimension i first (by permute), + dims = [i, dims]; %#ok % e.g. order [2,1,3,4,5] + % for i=2 and k=4. Turn off Matlab's + % warning for size change. + Xmat = reshape( permute(x,dims), [C(i), prod(xsiz)/C(i)] ); + % Then bring array into matrix with + Xmat = Q{i}*Xmat; % N(i) rows, ex: N(2)-by-N(1)*N(3)*... + % *N(4)*m and multiply by Q{i}. + xsiz(i) = R(i); % Changed dimensionality of x. + x = ipermute( reshape(Xmat,[R(i), xsiz(dims(2:k+1))]), dims ); + end % Reshape back to array, ex: to dim. + end % N(2),N(1),N(3),N(4),m, and inverse- + % permute to go back to orginal array, +end % ex: dim. N(1),N(2),N(3),N(4),m. + +x = reshape(x,[prod(R),m]); % Then give back result as matrix. + diff --git a/42/replication_package/model_replication/Main Moving/lookup1.m b/42/replication_package/model_replication/Main Moving/lookup1.m new file mode 100644 index 0000000000000000000000000000000000000000..b1505d4dd7ab85ad6022be69430658f336d97116 --- /dev/null +++ b/42/replication_package/model_replication/Main Moving/lookup1.m @@ -0,0 +1,71 @@ +% LOOKUP Performs a table lookup. +% USAGE +% ind=lookup(tabvals,x,endadj); +% INPUTS +% tabvals : a sorted vector of n values +% x : an array of values +% endadj : a optional endpoint adjustment: 0, 1, 2 or 3. +% OUTPUT +% ind : an array (same size as x) of indices from 1 to n +% +% Returns an array of size(x) with element (i,j) equal to +% max k: x(i,j)>=tabvals(k) +% +% Optional endpoint adjustments: +% 0: no adjustments +% 1: values of x < min(tabvals) will return +% length(tabvals=tabvals(1)) +% 2: values of x > max(tabvals) will return +% m-length(tabvals=tabvals(end)) +% 3: adjustments 1 and 2 will be performed +% +% With endadj=3 all the indices are between 1 and n-1 +% To find the nearest table value to each x use: +% ind = lookup(tabvals,x,3); +% ind = ind + (x-tabvals(ind) > tabvals(ind+1)-x); +% nearest = tabvals(ind); +% +% Coded in C. + +% Copyright (c) 1997-2000, Paul L. Fackler & Mario J. Miranda +% paul_fackler@ncsu.edu, miranda.4@osu.edu + +function ind=lookup(tabvals,x,endadj); + +global CompEcon_MEXwarned + +if isempty(CompEcon_MEXwarned) + disp('Warning: You are using the m-file version of a function that is coded as a C Mex file.') + disp(' Running this M file version may be significantly slower and more memory intensive.') + disp(' Use MEXALL to create the executable (MEX or DLL) and make sure it is on the MATLAB path.') + CompEcon_MEXwarned=1; +end + + +if nargin<2 + error('At least two parameters must be specified'); +end +if nargin<3 endadj=0; end +if isempty(endadj) endad=0; end + +n=prod(size(x)); +if min(size(tabvals))>1 + error('tabvals must be a vector'); +else + tabvals=tabvals(:); + if any(diff(tabvals)<0) + error('tabvals must be sorted in ascending order') + end +end +m=length(tabvals); +if endadj>=2, m=m-length(find(tabvals==tabvals(end))); end + +[temp,ind]=sort([tabvals(1:m); x(:)]); +temp=find(ind>m); +j=ind(temp)-m; +ind=reshape(temp-(1:n)',size(x)); +ind(j)=ind(:); + +if endadj==1 | endadj==3 + ind(ind==0)=length(find(tabvals==tabvals(1))); +end diff --git a/42/replication_package/model_replication/Main Moving/lookup1.mexa64 b/42/replication_package/model_replication/Main Moving/lookup1.mexa64 new file mode 100644 index 0000000000000000000000000000000000000000..d45b592990528cdf9bec076c8ebfa193adc36d52 Binary files /dev/null and b/42/replication_package/model_replication/Main Moving/lookup1.mexa64 differ diff --git a/42/replication_package/model_replication/Main Moving/lookup1.mexmaci64 b/42/replication_package/model_replication/Main Moving/lookup1.mexmaci64 new file mode 100644 index 0000000000000000000000000000000000000000..c355da46b986916252b3bd3c06ec513f8774efa1 Binary files /dev/null and b/42/replication_package/model_replication/Main Moving/lookup1.mexmaci64 differ diff --git a/42/replication_package/model_replication/Main Moving/lookup1.mexw32 b/42/replication_package/model_replication/Main Moving/lookup1.mexw32 new file mode 100644 index 0000000000000000000000000000000000000000..187dff29e1d7905d71b29ee4f986b9635bc5bc35 Binary files /dev/null and b/42/replication_package/model_replication/Main Moving/lookup1.mexw32 differ diff --git a/42/replication_package/model_replication/Main Moving/neldmead_bounds.m b/42/replication_package/model_replication/Main Moving/neldmead_bounds.m new file mode 100644 index 0000000000000000000000000000000000000000..a27a8bb8d0f4a14305b8a48091fccbee51ac77af --- /dev/null +++ b/42/replication_package/model_replication/Main Moving/neldmead_bounds.m @@ -0,0 +1,145 @@ +function x_opt = neldmead_bounds(func, x_init, x_min, x_max, varargin) +% [x_opt]=neldmead_bounds(func,x_init,x_min,x_max) +% minimizes f(x) such that x_min <= x_opt <= x_max. +% modified version of original by H.P. Gavin , Civil & Env'ntl Eng'g, Duke Univ. 21 January 2006 +% all i did is to make it readable for myself and exclude g(x) <0 +% constraint +% +% INPUT +% ====== +% func : the name of the function to be minimizes in the form y=func(x) +% x_init : the vector of initial parameter values ... a column vector +% x_min : minimum permissible values of the parameters, x +% x_max : maximum permissible values of the parameters, x +% +% OUTPUT +% ====== +% x_opt : a set of parameters at or near the optimal value + + + tol_x = 1e-4; % tolerance for convergence in x + tol_f = 1e-4; % tolerance for convergence in f + max_iter = 250; % maximum number of function evaluations + + +n = length(x_init); + +onesn = ones(1,n); +ot = 2:n+1; +on = 1:n; +function_count = 0; % the number of function evaluations + + +% Nelder-Mead constants +a_reflect = 2; a_expand = 1; a_contract = 0.5; a_shrink = 0.5; + +% Evaluate the initial guess and the range of allowable parameter variation + +x_init = min(max(x_init,x_min),x_max); + +[fv] = feval(func,x_init, varargin{:}); +if any(x_max == x_min) + error('error: x_max can not equal x_min for any parameter'); +end + +% Place input guess in the simplex! (credit L.Pfeffer at Stanford) +% Set up a simplex near the initial guess. + +p1 = .2; % originally .2 +p2 = .1; % originally .1 + +delta_x = min( p1*(1+abs(x_init)) , p2*(x_max-x_init).*(x_max~=x_init) ); +idx = find(delta_x == 0); +delta_x(idx) = -p2*(x_init(idx)-x_min(idx)); + +% --- initialization +simplex = x_init; +for j = 1:n + y = x_init; + y(j) = y(j) + delta_x(j); + x = min(max(y,x_min),x_max); + simplex = [simplex x]; %create simplex one by one + [f] = feval(func,x, varargin{:}); %evaluate function + fv = [fv f]; %record function values + +end + +% order the vertices in increasing order of fv +[fv,idx] = sort(fv); simplex = simplex(:,idx); +disp([simplex;fv]) + +iter=1; +while iter < max_iter % --- main loop + + change_x = max(max(abs(simplex(:,ot)-simplex(:,onesn)))); + change_f = max(abs(fv(1)-fv(ot))); + + if change_x < tol_x && change_f < tol_f + break; + end + + % One step of the Nelder-Mead simplex algorithm + + happy = 0; + +% reflect + vbar = (sum(simplex(:,on)')/n)'; % centroid of better vertices + vr = min(max(vbar + a_reflect*(vbar-simplex(:,n+1)),x_min),x_max); + [fr] = feval(func,vr, varargin{:}); + + + if ( fr >= fv(1) && fr < fv(n+1) ) + happy = 1; vk = vr; fk = fr; how = 'reflect'; + end + +% expand + if ( happy == 0 && fr < fv(1) ) + ve = min(max(vbar + a_expand*(vr-vbar),x_min),x_max); + [fe] = feval(func,ve, varargin{:}); + + function_count = function_count + 1; + if fe < fr + happy = 1; vk = ve; fk = fe; how = 'expand'; + else + happy = 1; vk = vr; fk = fr; how = 'reflect'; + end + end + +% contract + if ( happy == 0 && fr >= fv(n) ) + vc = min(max(vbar + a_contract*(vbar-simplex(:,n+1)),x_min),x_max); + [fc] = feval(func,vc, varargin{:}); + + + if fc < fv(n+1) + happy = 1; vk = vc; fk = fc; how = 'contract'; + end + end + +% if you have accepted a new point, replace the worst point (n+1) with it + + if ( happy == 1 ) + simplex(:,n+1) = vk; fv(n+1) = fk; + else + +% shrink + v1 = simplex(:,1); + for i=2:n+1 + vs = min(max(v1 + a_shrink*(simplex(:,i)-v1),x_min),x_max); + [fs] = feval(func,vs, varargin{:}); + + simplex(:,i) = vs; + fv(i) = fs; + end + + how = 'shrink'; + end + +% order the vertices in increasing order of fv + [fv,idx] = sort(fv); simplex = simplex(:,idx); + x_opt = simplex(:,1); + %fprintf('%4i %6.2e %6.2e\n',[iter,change_f,change_x]) + iter=iter+1; +end + + diff --git a/42/replication_package/model_replication/Main Moving/objective.m b/42/replication_package/model_replication/Main Moving/objective.m new file mode 100644 index 0000000000000000000000000000000000000000..06477901350043f98d53cada901c20e95562d14b --- /dev/null +++ b/42/replication_package/model_replication/Main Moving/objective.m @@ -0,0 +1,244 @@ +function err_mom = objective(x) + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',22); + +intmeth = 'linear'; +printr = 0; + +optset('bisect', 'tol', 1e-32); + +% Calibrated Parameters + +p.beta = x(1); % discount factor +p.alpha = x(2); % weight on housing in preferences +p.R = x(3); +p.phi = x(4); % productivity non-market +p.F0m = x(5); % fixed cost of refinancing +p.B = x(6); +p.r1 = x(7); +p.r2 = x(8); % parameters governing shape of rl curve +p.rh = (1 + x(9))^(1/4) - 1; % interest rate +p.rr = x(10); +p.hr = x(11); + +% Assigned Parameters + +p.nu = 3; % parameter in exponential distribution + +p.pidelta = [0.975; 0.025]; % probability of expenditure shocks +p.delta = [0; 0.0625]; % expenditure shock, fraction of home (quarterly so divide by 4) + +p.rl = (1 - 0.028)^(1/4) - 1; % lower bound on liquid rate + +p.T = 61*4; % last period of life +p.D = 30*4; % maturity of mortgages + +p.sigma = 2; % CRRA +p.gamma = 1; % Frisch elasticity of non-market production + +p.rm = (1 + 0.025)^(1/4) - 1; % mortgage interest rate + +p.Fs = 0.06; % fixed cost of selling home +p.F1m = 0.005; % proportional cost of refinancing + +p.wbar = 1; % parameter governing luxuriousness of bequests + +p.thetam = 0.85; % maximum LTV +p.thetay = 0.214; % maximum PTI + +rhoz = 0.9908; +sz = 0.0761; +se = (1 - 0.55)^(1/2)*0.4869; % Krueger Perri (2011) show 55% of the variance of trans compon is measurement error so subtract + +time = (1 : 1 : p.T)'; +p.lambdat = exp(0.07982636 - 0.02322307 * (time/4 + 25) + 0.00105409 * (time/4 + 25).^2 - 0.00001028 * (time/4 + 25).^3); + +p.thetay = p.thetay*(1 - 0.3126./(1 + exp(18.629 - 0.3049*(time/4 + 25)))); + +p.mbar = p.rm/(1 - (1 + p.rm)^(-p.D)); % minimum payment required per 1 of initial debt + + +% Quality of Approximation + +p.na = 75; % number of nodes for liquid assets +p.nat = 75; % number of nodes for atilde = (1 + rl)*a - delta*h +p.nl = 75; % number of nodes for liquidity +p.no = 11; % number of nodes for omega (fraction of loan outstanding) +p.nt = 5; % number of possible initial LTV +p.nh = 7; % number of nodes for housing +p.nz = 9; % points for exogenous income z +p.ne = 3; + + +% Discretize Income Process + +[zgrid, Fzz] = rouwenhorst(rhoz, sz, p.nz); +zgrid = exp(zgrid'); +p.zgrid = zgrid; + +[Fz, d] = eigs(Fzz', 1, 'largestabs'); +Fz = Fz/sum(Fz); +Fz = full(Fz); % ergodic distribution of z + +[egrid, we] = qnwnorm(p.ne, 0, se^2); +egrid = exp(egrid); +p.egrid = egrid; + + +% Discretize other state variables + +amin = -0.4; +amax = 100; +p.agrid = amin + (amax - amin)*nodeunif(p.na, 0, 1).^2; + +omin = 0; +omax = 1; +p.ogrid = omin + (omax - omin)*nodeunif(p.no, 0, 1); + +tmin = 0.25; +tmax = p.thetam; % allow to cover fixed cost +p.tgrid = tmin + (tmax - tmin)*nodeunif(p.nt, 0, 1); + +hmin = 5; % minimum house size +hmax = 40; % maximum house size +p.hgrid = hmin + (hmax - hmin)*nodeunif(p.nh, 0, 1).^1.5; + +ymin = min(p.lambdat)*zgrid(1)*egrid(1); +ymax = max(p.lambdat)*zgrid(end)*egrid(end); + +lmin = -1; % keep it reasonably negative so they know that's a bad state to find yourself in +lmax = 125; +p.lgrid = lmin + (lmax - lmin)*nodeunif(p.nl, 0, 1).^1.5; + +atmin = -p.delta(2)*hmax + (1 + p.rl)*amin; +atmax = (1 + p.rh)*amax; +p.atgrid = atmin + (atmax - atmin)*nodeunif(p.nat, 0, 1).^1.5; + + + + + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.atgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.atgrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for W functions +swr = gridmake(p.lgrid, p.zgrid); + +svht = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for computing intermediate value function (creier prajit) +svrt = gridmake(p.agrid, p.zgrid, p.egrid); + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + +ind3h = kron((1:1:p.no*p.nt*p.nh*p.nz*p.ne)', ones(p.na, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind3r = kron((1:1: p.nz*p.ne)', ones(p.na, 1)); + + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.nat*p.no*p.nt*p.nh*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.nat*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + +cmaxh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amin); % c that implies a' = amin +cmaxr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amin); + +cminh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amax); % c that implies a' = amax +cminr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amax); + +cmaxh = repmat(cmaxh, p.no*p.nt*p.nh*p.nz, 1); +cmaxr = repmat(cmaxr, p.nz, 1); + +cminh = repmat(cminh, p.no*p.nt*p.nh*p.nz, 1); +cminr = repmat(cminr, p.nz, 1); + + +% Terminal value of bequests + +rlh = 1./(1 + exp(-p.r1*(svbarh(:,1) - p.r2)))*(p.rh - p.rl) + p.rl; +rlr = 1./(1 + exp(-p.r1*(svbarr(:,1) - p.r2)))*(p.rh - p.rl) + p.rl; + +vbarh(:, p.T + 1) = p.pidelta(1)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(1)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma) + ... + p.pidelta(2)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(2)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); + +vbarr(:, p.T + 1) = p.B*(p.wbar + (1 + rlr).*svbarr(:,1)).^(1 - p.sigma)/(1 - p.sigma); + + +for t = p.T : -1 : 1 + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + At = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + [~, ~, ~, ~, vr(:,t)] = solveh(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', At, Y, znow); + + % Solve discrete choice problem of housing + + At = svh(:,1); + Y = p.lambdat(t)*svh(:,5).*svh(:,6); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat*p.no*p.nt*p.nh, 1)), p.ne, 1); % index of z in (a, omega, theta, h, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.nat*p.no*p.nt, 1)), p.nz*p.ne, 1); % index of h in (a, omega, theta, h, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.nat*p.no, 1)), p.nh*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, z, e) space for owners + + + [~, ~, ~, ~, vh(:,t)] = solveh(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', At, Y, znow, hnow, tnow); + + % We need to interpolate to calculate the expected value before the delta shocks are realized, but after the z,e shocks are realized + + Vhinterp = griddedInterpolant({p.atgrid, (1: 1:p.no*p.nt*p.nh*p.nz*p.ne)'}, reshape(vh(:, t), p.nat, p.no*p.nt*p.nh*p.nz*p.ne), intmeth, 'linear'); + Vrinterp = griddedInterpolant({p.atgrid, (1: 1: p.nz*p.ne)'}, reshape(vr(:, t), p.nat, p.nz*p.ne), intmeth, 'linear'); + + + % Compute expected value and update vbar + + % 1. Step 1: integrate delta shocks by interpolate value of home and rent (which are functions of atilde) + + vhtemp = p.pidelta(1)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(1)*svht(:, 4), ind3h) + p.pidelta(2)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(2)*svht(:, 4), ind3h); + + vrtemp = Vrinterp((1 + interest(svrt(:,1), p)).*svrt(:,1), ind3r); + + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh, Fzz}, vhtemp((i - 1)*p.na*p.no*p.nt*p.nh*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nz)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vrtemp((i - 1)*p.na*p.nz + 1 : i*p.na*p.nz)); + + end + +end + + +simulate diff --git a/42/replication_package/model_replication/Main Moving/plot_decisions.m b/42/replication_package/model_replication/Main Moving/plot_decisions.m new file mode 100644 index 0000000000000000000000000000000000000000..30e75f415d4a7d413ad1f9d4c27255135e5ceed0 --- /dev/null +++ b/42/replication_package/model_replication/Main Moving/plot_decisions.m @@ -0,0 +1,109 @@ + +close all + +t = 242; + +EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +N = 100; + +oind = p.no; onow = oind*ones(N, 1); + +tind = 5; tnow = tind*ones(N, 1); +hind = 5; hnow = hind*ones(N, 1); +zind = 7; znow = zind*ones(N, 1); + +ind2 = sub2ind([p.no, p.nt, p.nh, p.nz], onow, tnow, hnow, znow); + +state = gridmake(nodeunif(N, 0, 2), p.ogrid(oind), p.tgrid(tind), p.hgrid(hind), p.zgrid(zind)); + +cmin = bisect('savings', 1e-13, 1e5, state(:,1), p, 'h', amax); +cmax = bisect('savings', 1e-13, 1e5, state(:,1), p, 'h', amin); + +C = solve_golden('wfunc', cmin, cmax, state, ind2, EVh, p, 'h'); + +[~, Aprime] = savings(C, state, p, 'h'); + + +figure(1) + +subplot(1, 2, 1) +plot(state(:, 1), C); + +title('consumption', 'Interpreter', 'Latex'); +xlabel('$l$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + +subplot(1, 2, 2) +plot(state(:, 1), Aprime); + +title('$a^{\prime}$', 'Interpreter', 'Latex'); +xlabel('$l$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + + + + +% Housing Choice + +eind = 2; + +state = gridmake(nodeunif(N, 8, 15), p.ogrid(oind), p.tgrid(tind), p.hgrid(hind), p.zgrid(zind), p.egrid(eind)); + +Y = p.lambdat(t)*p.zgrid(zind)*p.egrid(eind); +A = state(:,1); + +[Lall, omegaall, thetaall, hall, v, pall, vall] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', A, Y, znow, hnow, tnow); + + + +figure(2) + +subplot(2, 3, 1) +plot(A, pall); +title('prob. each choice', 'Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + +subplot(2, 3, 2) +plot(A, Lall); +title('liquidity','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + +subplot(2, 3, 3) +plot(A, omegaall); +title('$\omega^{\prime}$','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + +subplot(2, 3, 4) +plot(A, thetaall); +title('$\bar{\theta}^{\prime}$','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + + +subplot(2, 3, 5) +plot(A, hall); +title('$h^{\prime}$','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + + +subplot(2, 3, 6) +plot(A, vall); +title('value','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + diff --git a/42/replication_package/model_replication/Main Moving/plot_decisions_rate.m b/42/replication_package/model_replication/Main Moving/plot_decisions_rate.m new file mode 100644 index 0000000000000000000000000000000000000000..703b309a29407d9602d2c3ad55dc4d13e6e19c9f --- /dev/null +++ b/42/replication_package/model_replication/Main Moving/plot_decisions_rate.m @@ -0,0 +1,52 @@ + +close all + +% understand value of each option + +t = 75; + +tind = 3; +hind = 5; +rind = 1; +zind = 5; +eind = 2; + +omega = 0.0; + +state = gridmake(nodeunif(100, 0, 3), omega, p.tgrid(tind), p.hgrid(hind), rind, p.zgrid(zind), p.egrid(eind)); + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +ai = state(:,1); +yi = p.lambdat(t)*state(:,6).*state(:,7); + +[li, oi, thi, hi, vi, di, valli] = solveh_rm(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', ai, yi, zind*ones(100, 1), hind*ones(100, 1), tind*ones(100, 1), rind*ones(100, 1)); + +state2 = gridmake(ai + 0.0001, omega, p.tgrid(tind), p.hgrid(hind), rind, p.zgrid(zind), p.egrid(eind)); +ai2 = state2(:,1); + +[~, ~, ~, ~, vi2] = solveh_rm(state2, Whinterp, Wrinterp, p, p.thetay(t), 'h', ai2, yi, zind*ones(100, 1), hind*ones(100, 1), tind*ones(100, 1), rind*ones(100, 1)); + +vprime = (vi2 - vi)./(ai2 - ai); + + + + +figure(3) + +subplot(1, 2, 1) +plot(ai, di); + +title('discrete choice', 'Interpreter', 'Latex'); +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + + +subplot(1, 2, 2) +plot(ai, (valli(:, 1:4) - valli(:, 5))./vprime); + +title('values', 'Interpreter', 'Latex'); +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') diff --git a/42/replication_package/model_replication/Main Moving/rouwenhorst.m b/42/replication_package/model_replication/Main Moving/rouwenhorst.m new file mode 100644 index 0000000000000000000000000000000000000000..b63dcbaa002c4cdc734110fadee1cd5d36526c07 --- /dev/null +++ b/42/replication_package/model_replication/Main Moving/rouwenhorst.m @@ -0,0 +1,29 @@ +%rouwenhorst.m +% +%[zgrid, P] = rouwenhorst(rho, sigma_eps, n) +% +% rho is the 1st order autocorrelation +% sigma_eps is the standard deviation of the error term +% n is the number of points in the discrete approximation +% +% http://www.karenkopecky.net/rouwenhorst.m + +function [zgrid, P] = rouwenhorst(rho,sigma_eps,n) + +mu_eps = 0; + +q = (rho+1)/2; +nu = ((n-1)/(1-rho^2))^(1/2) * sigma_eps; + +P = [q 1-q;1-q q]; + + +for i=2:n-1 + P = q*[P zeros(i,1);zeros(1,i+1)] + (1-q)*[zeros(i,1) P;zeros(1,i+1)] + ... + (1-q)*[zeros(1,i+1); P zeros(i,1)] + q*[zeros(1,i+1); zeros(i,1) P]; + P(2:i,:) = P(2:i,:)/2; +end + +zgrid = linspace(mu_eps/(1-rho)-nu,mu_eps/(1-rho)+nu,n); + + diff --git a/42/replication_package/model_replication/Main Moving/savings.m b/42/replication_package/model_replication/Main Moving/savings.m new file mode 100644 index 0000000000000000000000000000000000000000..a433768aa318702a363a57e6ddfebfcd6a4669ac --- /dev/null +++ b/42/replication_package/model_replication/Main Moving/savings.m @@ -0,0 +1,23 @@ +function [Dist, Aprime] = savings(C, s, p, type, bnd) + +% gives A' for a given level of consumption + +if strcmp(type, 'h') + + Aprime = s(:,1) + p.phi^(1 + 1/p.gamma).*C.^(-p.sigma/p.gamma) - C; + +else + + Aprime = s(:,1) + p.phi^(1 + 1/p.gamma).*C.^(-p.sigma/p.gamma) - (1 + p.alpha^(1/p.sigma)*p.R^(1 - 1/p.sigma)).*C; + +end + +if nargin == 5 + + Dist = Aprime - bnd; + +else + + Dist = []; + +end \ No newline at end of file diff --git a/42/replication_package/model_replication/Main Moving/simulate.m b/42/replication_package/model_replication/Main Moving/simulate.m new file mode 100644 index 0000000000000000000000000000000000000000..c3920a1ef075c42316249acbc743b0b66ba61af6 --- /dev/null +++ b/42/replication_package/model_replication/Main Moving/simulate.m @@ -0,0 +1,645 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +N = 25000; +T = p.T; + +A = zeros(2*N, T + 1); % Liquid Assets +O = zeros(2*N, T + 1); % fraction of loan outstanding +Th = zeros(2*N, T + 1); % initial mortgage size +H = zeros(2*N, T + 1); % house size + +C = zeros(2*N, T); % consumption +L = zeros(2*N, T); % liquidity after making housing choice +D = zeros(2*N, T); % discrete choice: 1 ... 5 +Y = zeros(2*N, T); % income +V = zeros(2*N, T); % value function + +Pall = zeros(2*N, 5, T); +Vall = zeros(2*N, 5, T); + +Mind = zeros(2*N, T + 1); % number of your mortgage (1, 2, 3, ...) +Hind = zeros(2*N, T + 1); % number of your house (1, 2, 3) +Curt = zeros(2*N, T); % indicator for whether curtail mortgage + +% First simulate history of shocks to income + +rng(100); + +Z = zeros(2*N, T); +E = zeros(2*N, T); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + +Fzcum = [0; cumsum(Fz)]; % cumulative ergodic for initial conditions +[~, bin] = histc(unif, Fzcum); % bin is the index of initial draw of z + +Z(:,1) = bin; + +unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + +Fecum = [0; cumsum(we)]; % cumulative ergodic for transitory shock +[~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + +E(:,1) = bin; + +Y(:,1) = p.lambdat(1)*p.zgrid(Z(:,1)).*p.egrid(E(:,1)); + + +for t = 2 : T + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Z(:,t-1), :), 2)]; + + Z(:,t) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + E(:,t) = bin; + + Y(:,t) = p.lambdat(t)*p.zgrid(Z(:,t)).*p.egrid(E(:,t)); + +end + +U = rand(2*N, T); % random variable that determines choice probability (adjustment cost) + +Delta = rand(2*N, T); % random variable that determines maintenance shock + +Delta = p.delta(1)*(Delta <= p.pidelta(1)) + p.delta(2)*(Delta > p.pidelta(1)); + + +% period 1 all are renters with 0 wealth + +t = 1; + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +state = (1 + interest(A(:, t), p)).*A(:,t); % others irrelevant here + +[Lall, Oall, Thall, Hall, V(:,t), Pall(:, 1: 3, t), Vall(:, 1 : 3, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'r', state(:,1), Y(:, t), Z(:, t)); + +Pcum = [zeros(2*N, 1), cumsum(Pall(:, 1: 3, t), 2)]; + +unif = rand(2*N, 1); + +D(:, t) = ((unif < Pcum(:, 2:end)).*(unif >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + +ind = sub2ind([2*N, 3], (1 : 1 : 2*N)', D(:,t)); + +L(:, t) = Lall(ind); +O(:, t + 1) = Oall(ind); +Th(:, t + 1) = Thall(ind); +H(:, t + 1) = Hall(ind); + + +% Find consumption + +rent = H(:, t + 1) == 0; + +Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, t), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); +Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, t), p.nl, p.nz), intmeth, 'linear'); + +cmin = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amax); % c that implies a' = amin +cmax = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amin); % c that implies a' = amin + +C(rent, t) = max(min(Crint(L(rent, t), p.zgrid(Z(rent, t))), cmax), cmin); + +[~, A(rent, t+1)] = savings(C(rent,t), L(rent, t), p, 'r'); % none of the other state variables matter + +cmin = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amax); % c that implies a' = amin +cmax = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amin); % c that implies a' = amin + +C(~rent,t) = max(min(Chint(L(~rent, t), O(~rent, t+1), Th(~rent, t+1), H(~rent, t+1), p.zgrid(Z(~rent, t))), cmax), cmin); + +[~, A(~rent, t+1)] = savings(C(~rent,t), L(~rent,t), p, 'h'); + + +Hind(:, t + 1) = D(:, t) > 1; +Mind(:, t + 1) = D(:, t) == 3; + +for t = 2 : T + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + rent = H(:, t) == 0; + + % Renters + + state = (1 + interest(A(rent, t), p)).*A(rent, t); % others don't matter directly + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, V(rent,t), Pall(rent, 1 : 3, t), Vall(rent, 1 : 3, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'r', state(:,1), Y(rent, t), Z(rent, t)); + + Pcum = [zeros(ntemp, 1), cumsum(Pall(rent, 1 : 3, t), 2)]; + + D(rent, t) = ((U(rent, t) < Pcum(:, 2:end)).*(U(rent, t) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', D(rent, t)); + + L(rent, t) = Lall(ind); + O(rent, t + 1) = Oall(ind); + Th(rent, t + 1) = Thall(ind); + H(rent, t + 1) = Hall(ind); + + Hind(rent, t + 1) = Hind(rent, t) + (D(rent, t) > 1); + Mind(rent, t + 1) = Mind(rent, t) + (D(rent, t) == 3); + + % Homeowners + + ntemp = numel(find(~rent)); + + state = [(1 + interest(A(~rent, t), p)).*A(~rent, t) - Delta(~rent, t).*H(~rent, t), O(~rent, t), Th(~rent, t), H(~rent, t)]; % others don't matter directly + + hind = lookup1(p.hgrid, H(~rent, t), 1); + tind = lookup1(p.tgrid, Th(~rent, t), 1); + + [Lall, Oall, Thall, Hall, V(~rent,t), Pall(~rent, :, t), Vall(~rent, :, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', state(:,1), Y(~rent, t), Z(~rent, t), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pall(~rent, :, t), 2)]; + + D(~rent, t) = ((U(~rent, t) < Pcum(:, 2:end)).*(U(~rent, t) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', D(~rent, t)); + + L(~rent, t) = Lall(ind); + O(~rent, t + 1) = Oall(ind); + Th(~rent, t + 1) = Thall(ind); + H(~rent, t + 1) = Hall(ind); + + Hind(~rent, t + 1) = Hind(~rent, t) + (D(~rent, t) == 2 | D(~rent, t) == 3); + Mind(~rent, t + 1) = Mind(~rent, t) + (D(~rent, t) == 3 | D(~rent, t) == 4); + + Curt(~rent, t + 1) = (Curt(~rent, t) == 1 | (O(~rent, t+1) <= (1 + p.rm)*O(~rent, t) - p.mbar - 1e-5)) & (D(~rent, t) == 5) & (O(~rent, t+1) > 0); + + + % Find consumption + + rent = H(:, t + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, t), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, t), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amin); % c that implies a' = amin + + C(rent, t) = max(min(Crint(L(rent, t), p.zgrid(Z(rent, t))), cmax), cmin); + + [~, A(rent, t+1)] = savings(C(rent,t), L(rent, t), p, 'r'); % none of the other state variables matter + + cmin = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amin); % c that implies a' = amin + + C(~rent,t) = max(min(Chint(L(~rent, t), O(~rent, t+1), Th(~rent, t+1), H(~rent, t+1), p.zgrid(Z(~rent, t))), cmax), cmin); + + [~, A(~rent, t+1)] = savings(C(~rent,t), L(~rent,t), p, 'h'); + + +end + +Asave = A; +Osave = O; +Thsave = Th; +Hsave = H; +Csave = C; +Lsave = L; +Dsave = D; +Ysave = Y; +Zsave = Z; +Esave = E; +Vsave = V; +Pallsave = Pall; +Vallsave = Vall; +Usave = U; +Deltasave = Delta; + + +%{ + +figure(2) + +id = 1; + +subplot(2,2,1), plot([C(id, 1 : p.T)', Y(id, 1 : p.T)']); +title('Consumption and Income', 'Interpreter','Latex'); +h = legend('consumption', 'income'); +set(gca, 'ygrid', 'on') +set(h,'Interpreter','latex'); + + +subplot(2,2,2), plot([A(id, 1 : p.T + 1)', H(id, 1 : p.T + 1)'.*(1 - O(id, 1 : p.T + 1)'.*Th(id, 1 : p.T + 1)')]); +title('Wealth', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') +h = legend('liquid', 'illiquid'); +set(h,'Interpreter','latex'); + +subplot(2,2,3), plot([H(id, 2 : p.T + 1)', (p.R/p.alpha)^(-1/p.sigma)*C(id, :)']) +title('Housing', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +subplot(2,2,4), plot(O(id, 1 : p.T + 1)'.*Th(id, 1 : p.T + 1)') +title('LTV', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + + + +figure(3) + +subplot(2,2,1), plot([mean(C(:, 1 : p.T))', mean(Y(:, 1 : p.T))']); +title('Consumption and Income', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +legend('consumption', 'income') +set(gca, 'ygrid', 'on') + +subplot(2,2,2), plot([mean(A)', mean(H.*(1 - Th.*O))']); +title('Wealth', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') +h = legend('liquid', 'illiquid'); +set(h,'Interpreter','latex'); + +subplot(2,2,3), plot([mean(H)']); +title('Housing Stock', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +subplot(2,2,4), plot([mean(Th.*H.*O)'./mean(H)']); +title('LTV', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +%} + +W = A + H.*(1 - Th.*O); +Debt = H.*Th.*O; +Yh = p.phi^(1 + 1/p.gamma)*C.^(-p.sigma/p.gamma); % home production +Rent = p.R*(p.R/p.alpha)^(-1/p.sigma)*C.*(H(:, 2:end) == 0); + +Debttilde = zeros(2*N, T + 1); +Debttilde(H > 0) = (Debt(H > 0) - p.F0m)./(1 + p.F1m); + + +%{ + +% Check aggregate resource constraint +% transaction costs: + +Ftrans = (H(:, 1 : end - 1) == 0).*(D == 3).*(p.F0m + p.F1m*Debttilde(:, 2:end)) + ... % mortgage origination cost for renters + (H(:, 1 : end - 1) > 0).*(D <= 3).*(p.Fs*H(:, 1 : end - 1)) + ... % house selling costs for homeowners + (H(:, 1 : end - 1) > 0).*(D == 3 | D == 4).*(p.F0m + p.F1m*Debttilde(:, 2:end)); % mortgage origination cost for homeowners + +t = 1:T; + +rl = interest(A(:, t), p); + +err_agg = norm(vec(C(:,t) + H(:, t+1) + A(:, t+1) + (1 + p.rm)*Debt(:, t) + Rent(:,t) - Yh(:,t) - Y(:,t) - (1 + rl).*A(:, t) - H(:, t).*(1 - Delta(:,t)) - Debt(:, t+1) + Ftrans(:,t))); + +fprintf('Err in Agg Resource Constr = %9.2e \n', err_agg); +%} + +fsell = mean(vec(D <= 3 & H(:, 1 : end-1) > 0))/ mean(vec(H(:, 1 : end-1) > 0))*4; +fmortg = mean(vec(Th(:,1:end-1).*O(:,1:end-1) > 0 & H(:, 1 : end-1) > 0)) / mean(vec(H(:, 1 : end-1) > 0)); + +agewealthratio = mean(vec(W(:, 41*4 + 1 : end))) / mean(vec(W(:, 2 : 41*4))); + +reqpayment = p.mbar*Th(:, 1:end - 1).*H(:, 1:end - 1).*(O(:, 1:end - 1) > 0).*(D == 5); +actpayment = ((1 + p.rm)*Debt(:, 1 : end - 1) - Debt(:, 2 : end)).*(D == 5); + +fcurtail = sum(vec(D == 5) & vec(O(:, 1:end-1) > 0) & vec(Curt(:, 1:end - 1) > 0))/sum(vec(D == 5) & vec(O(:, 1:end-1) > 0)); + +PTI = reqpayment(reqpayment > 0)./Y(reqpayment > 0); + +HY = H(:, 2:end)./Y/4; + +Age = zeros(2*N, T); % mortgage age + +for t = 2 : T + + Age(:,t) = (Age(:,t-1) + 1/4).*(Age(:,t-1) > 0 & D(:,t) == 5) + 1/4.*(D(:,t) == 3 | D(:,t) == 4); + +end + +Age = Age - 1/4; + +Age = floor(Age); + +LTV = O.*Th; + + +% Let's compute refinance statistics the way Denis did in PSID data (imagine we track people every 2 years) + + +dates = 5 : 8 : p.T; % interview dates: Jan 1 1999, Jan 1 2001, Jan 1 2003 ... + +Ya = zeros(2*N, numel(dates) - 1); % annual income: 1998, 2000, 2002 +Ra = zeros(2*N, numel(dates) - 1); % refinance between 1998-2000, 2000-2002 ... +Na = zeros(2*N, numel(dates) - 1); % eligible to be counted as refinancer +Aa = zeros(2*N, numel(dates) - 1); % liquid assets at the time of the interview +Ha = zeros(2*N, numel(dates) - 1); % house value at interview +LTVa = zeros(2*N, numel(dates) - 1); % LTV at interview +dLTVa = zeros(2*N, numel(dates) - 1); % change in LTV + +for i = 1 : numel(dates) - 1 + +Ya(:, i) = sum(Y(:, dates(i) - 4 : 1 : dates(i) - 1), 2); + +Ra(:, i) = LTV(:, dates(i + 1)) > 1.05*LTV(:, dates(i)) & Hind(:, dates(i+1)) == Hind(:, dates(i)) & LTV(:, dates(i)) > 0 & H(:, dates(i)) > 0; +Na(:, i) = Hind(:, dates(i+1)) == Hind(:, dates(i)) & LTV(:, dates(i)) > 0 & H(:, dates(i)) > 0; + +Aa(:, i) = A(:, dates(i)); +Ha(:, i) = H(:, dates(i)); +LTVa(:, i) = LTV(:, dates(i)); +dLTVa(:, i) = LTV(:, dates(i + 1)) - LTV(:, dates(i)); + + +end + +AYa = Aa./Ya; +AWa = Aa./(Aa + (1 - LTVa).*Ha); +AWa(isnan(AWa)) = 0; + + +fextract = sum(Ra(:) > 0 & Na(:) > 0)/sum(Na(:) > 0); +medextract = median(dLTVa(Ra(:) > 0 & Na(:) > 0)./LTVa(Ra(:) > 0 & Na(:) > 0)); +meanextract = mean(dLTVa(Ra(:) > 0 & Na(:) > 0)./LTVa(Ra(:) > 0 & Na(:) > 0)); +meddLTV = median(dLTVa(Ra(:) > 0 & Na(:) > 0)); +meandLTV = mean(dLTVa(Ra(:) > 0 & Na(:) > 0)); + +AWrefimean = mean(AWa(Ra == 1 & Na == 1)); +AWinacmean = mean(AWa(Ra == 0 & Na == 1)); +AYrefimean = mean(AYa(Ra == 1 & Na == 1)); +AYinacmean = mean(AYa(Ra == 0 & Na == 1)); + + +AWrefimed = median(AWa(Ra == 1 & Na == 1)); +AWinacmed = median(AWa(Ra == 0 & Na == 1)); +AYrefimed = median(AYa(Ra == 1 & Na == 1)); +AYinacmed = median(AYa(Ra == 0 & Na == 1)); + + + + +LTV = LTV(:, 2:end); % not sure why, check + + +moment_model = zeros(57, 1); + +moment_model(1) = mean(vec(H(:, 2 : end) > 0)); +moment_model(2) = mean(vec(W(:, 2 : end))) /mean(vec(Y))/4; +moment_model(3) = mean(vec(H(:, 2 : end))) /mean(vec(Y))/4; +moment_model(4) = mean(vec(Debt(:, 2 : end))) /mean(vec(Y))/4; +moment_model(5) = mean(vec(A(:, 2 : end))) /mean(vec(Y))/4; +moment_model(6) = median(vec(A(:, 2 : end))) /mean(vec(Y))/4; + +moment_model(7) = mean(A(H > 0)) /mean(vec(Y))/4; +moment_model(8) = median(A(H > 0)) /mean(vec(Y))/4; + +moment_model(9) = mean(vec(A(:,2:end) <= 0)); +moment_model(10) = mean(vec(A(:,2:end) <= 4/26*Y)); % HTM with liquid assets < 2 weeks +moment_model(11) = sum(vec(A(:,2:end) <= 0) & vec(H(:, 2:end) > 0))/sum(vec(H(:, 2:end) > 0)); +moment_model(12) = sum(vec(A(:,2:end) <= 4/26*Y) & vec(H(:, 2:end) > 0))/sum(vec(H(:, 2:end) > 0)); + +moment_model(13) = fextract; +moment_model(14) = mean(vec(Yh))/mean(vec(C)); +moment_model(15) = agewealthratio; + +moment_model(16) = fcurtail; +moment_model(17) = fsell; +moment_model(18) = fmortg; +moment_model(19) = medextract; +moment_model(20) = meddLTV; + + +moment_model(21 : 25) = prctile(vec(A(:, 2 : end)), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(26 : 30) = prctile(A(H == 0), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(31 : 35) = prctile(A(H > 0), [10; 25; 50; 75; 90])/mean(vec(Y))/4; + + + +moment_model(36 : 40) = prctile(Th(H > 0 & Debt > 0).*O(H > 0 & Debt > 0), [10; 25; 50; 75; 90]); +moment_model(41 : 45) = prctile((1 - Th(H > 0).*O(H > 0)).*H(H > 0)./W(H > 0), [10; 25; 50; 75; 90]); +moment_model(46 : 50) = prctile(vec(W(:,2:end)), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(51 : 55) = prctile(PTI, [10; 25; 50; 75; 90]); +moment_model(56 : 60) = prctile(HY(HY > 0), [10; 25; 50; 75; 90]); +moment_model(61 : 65) = prctile(Age(Age >=0 & LTV > 0), [10; 25; 50; 75; 90]); + +moment_model(66) = AWrefimean; +moment_model(67) = AWinacmean; +moment_model(68) = AYrefimean; +moment_model(69) = AYinacmean; +moment_model(70) = AWrefimed; +moment_model(71) = AWinacmed; +moment_model(72) = AYrefimed; +moment_model(73) = AYinacmed; + + +moment_data = [0.64; 1.45; 1.82; 0.83; 0.46; 0.07; 0.53; 0.15; 0.26; 0.41; 0.20; 0.32; 0.15; 0.23; 2.00; 0.22; 0.08; 0.71; 0.21; 0.11; + -0.04; 0; 0.07; 0.48; 1.50; -0.05; 0; 0.01; 0.15; 1; -0.04; 0.01; 0.15; 0.68; 1.69; + 0.18; 0.39; 0.62; 0.77; 0.88; 0.36; 0.64; 0.87; 0.99; 1.04; 0; 0.04; 0.73; 2.34; 3.94; + 0.05; 0.08; 0.11; 0.17; 0.24; 1.02; 1.62; 2.48; 3.78; 6.43; 0; 1; 3; 6; 10; + 0.09; 0.21; 0.34; 1.39; 0.04; 0.16; 0.03; 0.18]; + + + + + +clc + +fprintf('\n') +fprintf('Left Column: Model, Right Column: Data\n') +fprintf('\n') +fprintf('Table 11, A. Moments Used in Calibration \n') + +fprintf('\n') +fprintf('I. Aggregate Moments\n') + +fprintf('\n') +fprintf('fraction homeowners = %9.2f %9.2f\n', [moment_model(1), moment_data(1)]); +fprintf('wealth to income = %9.2f %9.2f\n', [moment_model(2), moment_data(2)]); +fprintf('housing to income = %9.2f %9.2f\n', [moment_model(3), moment_data(3)]); +fprintf('mortgage debt to income = %9.2f %9.2f\n', [moment_model(4), moment_data(4)]); +fprintf('mean liquid assets to income = %9.2f %9.2f\n', [moment_model(5), moment_data(5)]); +fprintf('fraction borrowers who extract = %9.2f %9.2f\n', [round(moment_model(13)/2*100)/100, round(moment_data(13)/2*100)/100]); + +fprintf('\n') +fprintf('\n') +fprintf('II. Distribution of Liquid Assets\n') + +fprintf('\n') +fprintf('\n') +fprintf('10th pctile = %9.2f %9.2f\n', [moment_model(21), moment_data(21)]); +fprintf('25th pctile = %9.2f %9.2f\n', [moment_model(22), moment_data(22)]); +fprintf('50th pctile = %9.2f %9.2f\n', [moment_model(23), moment_data(23)]); +fprintf('75th pctile = %9.2f %9.2f\n', [moment_model(24), moment_data(24)]); +fprintf('90th pctile = %9.2f %9.2f\n', [moment_model(25), moment_data(25)]); +fprintf('\n') + + +% if printr + +% +% fprintf('\n') +% fprintf('Homeownership Rate = %9.2f %9.2f\n', [moment_model(1), moment_data(1)]); +% fprintf('Aggregate Wealth to Income = %9.2f %9.2f\n', [moment_model(2), moment_data(2)]); +% fprintf('Aggregate Housing to Income = %9.2f %9.2f\n', [moment_model(3), moment_data(3)]); +% fprintf('Aggregate Debt to Income = %9.2f %9.2f\n', [moment_model(4), moment_data(4)]); +% +% fprintf('\n') +% fprintf('Aggregate Liquid assets to Income = %9.2f %9.2f\n', [moment_model(5), moment_data(5)]); +% fprintf('Median Liquid assets to Income = %9.2f %9.2f\n', [moment_model(6), moment_data(6)]); +% fprintf('Mean Liquid assets to Income Owners = %9.2f %9.2f\n', [moment_model(7), moment_data(7)]); +% fprintf('Median Liquid assets to Income Owners = %9.2f %9.2f\n', [moment_model(8), moment_data(8)]); +% +% fprintf('\n') +% fprintf('Fraction HTM (A <= 0) = %9.2f %9.2f\n', [moment_model(9), moment_data(9)]); +% fprintf('Fraction HTM (A <= 1/26 income) = %9.2f %9.2f\n', [moment_model(10), moment_data(10)]); +% fprintf('Fraction HTM (A <= 0) Owners = %9.2f %9.2f\n', [moment_model(11), moment_data(11)]); +% fprintf('Fraction HTM (A <= 1/26 income) Owners = %9.2f %9.2f\n', [moment_model(12), moment_data(12)]); +% +% fprintf('\n') +% +% fprintf('Fraction of Borrowers who extract last 2 years = %9.2f %9.2f\n', [moment_model(13), moment_data(13)]); +% fprintf('Non-Market Production to Consumption = %9.2f %9.2f\n', [moment_model(14), moment_data(14)]); +% fprintf('Mean wealth retirees / workers = %9.2f %9.2f\n', [moment_model(15), moment_data(15)]); +% fprintf('\n') +% fprintf('\n') +% +% fprintf('\n') +% fprintf('Fraction of Borrowers Ahead on Payments = %9.2f %9.2f\n', [moment_model(16), moment_data(16)]); +% fprintf('Fraction of Homeowners who sell = %9.2f %9.2f\n', [moment_model(17), moment_data(17)]); +% fprintf('Fraction of Homeowners with mortgage = %9.2f %9.2f\n', [moment_model(18), moment_data(18)]); +% fprintf('Median increase in balance extract = %9.2f %9.2f\n', [moment_model(19), moment_data(19)]); +% fprintf('Median increase in LTV extract = %9.2f %9.2f\n', [moment_model(20), moment_data(20)]); +% +% fprintf('\n') +% +% fprintf('10 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(21), moment_data(21)]); +% fprintf('25 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(22), moment_data(22)]); +% fprintf('50 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(23), moment_data(23)]); +% fprintf('75 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(24), moment_data(24)]); +% fprintf('90 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(25), moment_data(25)]); +% fprintf('\n') +% fprintf('10 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(26), moment_data(26)]); +% fprintf('25 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(27), moment_data(27)]); +% fprintf('50 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(28), moment_data(28)]); +% fprintf('75 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(29), moment_data(29)]); +% fprintf('90 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(30), moment_data(30)]); +% fprintf('\n') +% fprintf('10 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(31), moment_data(31)]); +% fprintf('25 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(32), moment_data(32)]); +% fprintf('50 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(33), moment_data(33)]); +% fprintf('75 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(34), moment_data(34)]); +% fprintf('90 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(35), moment_data(35)]); +% +% +% fprintf('\n') +% +% fprintf('10 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(36), moment_data(36)]); +% fprintf('25 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(37), moment_data(37)]); +% fprintf('50 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(38), moment_data(38)]); +% fprintf('75 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(39), moment_data(39)]); +% fprintf('90 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(40), moment_data(40)]); +% fprintf('\n') +% fprintf('10 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(41), moment_data(41)]); +% fprintf('25 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(42), moment_data(42)]); +% fprintf('50 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(43), moment_data(43)]); +% fprintf('75 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(44), moment_data(44)]); +% fprintf('90 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(45), moment_data(45)]); +% fprintf('\n') +% fprintf('10 pctile Wealth = %9.2f %9.2f\n', [moment_model(46), moment_data(46)]); +% fprintf('25 pctile Wealth = %9.2f %9.2f\n', [moment_model(47), moment_data(47)]); +% fprintf('50 pctile Wealth = %9.2f %9.2f\n', [moment_model(48), moment_data(48)]); +% fprintf('75 pctile Wealth = %9.2f %9.2f\n', [moment_model(49), moment_data(49)]); +% fprintf('90 pctile Wealth = %9.2f %9.2f\n', [moment_model(50), moment_data(50)]); +% fprintf('\n') +% fprintf('10 pctile PTI = %9.2f %9.2f\n', [moment_model(51), moment_data(51)]); +% fprintf('25 pctile PTI = %9.2f %9.2f\n', [moment_model(52), moment_data(52)]); +% fprintf('50 pctile PTI = %9.2f %9.2f\n', [moment_model(53), moment_data(53)]); +% fprintf('75 pctile PTI = %9.2f %9.2f\n', [moment_model(54), moment_data(54)]); +% fprintf('90 pctile PTI = %9.2f %9.2f\n', [moment_model(55), moment_data(55)]); +% fprintf('\n') +% fprintf('10 pctile housing to income = %9.2f %9.2f\n', [moment_model(56), moment_data(56)]); +% fprintf('25 pctile housing to income = %9.2f %9.2f\n', [moment_model(57), moment_data(57)]); +% fprintf('50 pctile housing to income = %9.2f %9.2f\n', [moment_model(58), moment_data(58)]); +% fprintf('75 pctile housing to income = %9.2f %9.2f\n', [moment_model(59), moment_data(59)]); +% fprintf('90 pctile housing to income = %9.2f %9.2f\n', [moment_model(60), moment_data(60)]); +% fprintf('\n') +% fprintf('10 pctile mortgage age = %9.0f %9.0f\n', [moment_model(61), moment_data(61)]); +% fprintf('25 pctile mortgage age = %9.0f %9.0f\n', [moment_model(62), moment_data(62)]); +% fprintf('50 pctile mortgage age = %9.0f %9.0f\n', [moment_model(63), moment_data(63)]); +% fprintf('75 pctile mortgage age = %9.0f %9.0f\n', [moment_model(64), moment_data(64)]); +% fprintf('90 pctile mortgage age = %9.0f %9.0f\n', [moment_model(65), moment_data(65)]); +% fprintf('\n') +% fprintf(' Mean Liquid Assets to Wealth: Refi = %9.2f %9.2f\n', [moment_model(66), moment_data(66)]); +% fprintf(' Mean Liquid Assets to Wealth: Dont = %9.2f %9.2f\n', [moment_model(67), moment_data(67)]); +% %fprintf(' Mean Liquid Assets to Income: Refi = %9.2f %9.2f\n', [moment_model(68), moment_data(68)]); +% %fprintf(' Mean Liquid Assets to Income: Dont = %9.2f %9.2f\n', [moment_model(69), moment_data(69)]); +% fprintf('Median Liquid Assets to Wealth: Refi = %9.2f %9.2f\n', [moment_model(70), moment_data(70)]); +% fprintf('Median Liquid Assets to Wealth: Dont = %9.2f %9.2f\n', [moment_model(71), moment_data(71)]); +% %fprintf('Median Liquid Assets to Income: Refi = %9.2f %9.2f\n', [moment_model(72), moment_data(72)]); +% %fprintf('Median Liquid Assets to Income: Dont = %9.2f %9.2f\n', [moment_model(73), moment_data(73)]); +% +% % Calculate life time value +% +% Hs = H(:, 2 : p.T + 1).*(H(:, 2 : p.T + 1) > 0) + (p.R/p.alpha)^(-1/p.sigma)*C.*(H(:, 2 : p.T + 1) == 0); +% +% U = C.^(1 - p.sigma)/(1 - p.sigma) + p.alpha*Hs.^(1 - p.sigma)/(1 - p.sigma) - p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*C.^(-p.sigma*(1 + 1/p.gamma)); +% +% rl = 1./(1 + exp(-p.r1*(A(:,p.T+1) - p.r2)))*(p.rh - p.rl) + p.rl; +% +% V = sum(p.beta.^(0 : 1 : p.T - 1).*U, 2) + p.beta^p.T*p.B*(p.wbar + (1 + p.rl)*A(:,p.T+1) + (1 - p.Fs - (1 + p.rm)*O(:,p.T+1).*Th(:,p.T+1)).*H(:,p.T+1)).^(1 - p.sigma)/(1 - p.sigma); +% +% V = ((1 - p.sigma)*(1 - p.beta)/(1 - p.beta^p.T)*mean(V))^(1/(1 - p.sigma)); +% +% fprintf('\n') +% fprintf('Life Time Value, CEV = %9.4f \n', V); +% +% end +% +% weights = zeros(numel(moment_data), 1); +% +% weights(1) = 10; +% weights(2 : 8) = 1; +% weights(5 : 6) = 10; % mean/median liquid assets +% weights(10) = 1; +% weights(12) = 1; +% weights(13) = 20; +% weights(14:15) = 1; +% weights(17) = 1; +% weights(30) = 1; +% weights(35) = 1; +% +% +% weights = weights/sum(weights); +% +% err_mom = (moment_model - moment_data)./(1 + moment_data); +% err_mom = (weights'*err_mom.^2).^(1/2); +% +% if exist('x', 'var') +% +% fprintf('%5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f \n', [x(:)', err_mom]); +% +% else +% +% fprintf('\n'); +% fprintf('value of objective = %5.6f \n', err_mom); +% fprintf('\n'); +% +% end + + + diff --git a/42/replication_package/model_replication/Main Moving/simulate_liquidity.m b/42/replication_package/model_replication/Main Moving/simulate_liquidity.m new file mode 100644 index 0000000000000000000000000000000000000000..fb090914edd5b5ab223f485f30ad2fb62adfc386 --- /dev/null +++ b/42/replication_package/model_replication/Main Moving/simulate_liquidity.m @@ -0,0 +1,421 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 5; + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); +Deltasim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); + + +% find out who is constrained in period 2 + + +for time = 1 : S + + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + +end + + +% Next Study Liquidity Injection: raise everyone's omega by 1% and increase A by the corresponding amount + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = Vsim; + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +time = 2; + +Thcsim(:, :, time) = Thsim(:, :, time).*(Thsim(:, :,time) > 0 & Hsim(:,:,time) > 0) + p.tgrid(end).*(Thsim(:, :,time) == 0 & Hsim(:,:,time) > 0); + +Ocsim(:, :, time) = min(Osim(:, :, time) + 0.01/(1 + p.rm)./Thcsim(:, :, time), 1).*(Hsim(:, :, time) > 0); + +Transfer = (1 + p.rm)*(Ocsim(:, :, time).*Thcsim(:, :, time) - Osim(:, :, time).*Thsim(:, :, time)).*Hsim(:, :, time); + +RHS = (1 + interest(Asim(:, :, time), p)).*Asim(:, :, time) + Transfer; + +data = [RHS(:)./(1 + p.rh), RHS(:)./(1 + p.rl)]; + + +Acsim(:, :, time) = reshape(bisect('findtransfer', min(data, [], 2) - 0.1, max(data, [], 2)+0.1, RHS(:), p), 2*N, T); + + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + % Renters + + rent = Hcsim(:, initage, time) == 0; + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); + + +for time = 1 : S + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*Hcsim(:, :, time))); + +end + + +MPCt = (Cct - Ct)/mean(vec(Transfer)); + + +% Ask: how many homeowners (in period time = 2) benefit, so Vcsim(:, :, time) > Vsim(:, :, time) and what do + +% 1. Fraction of homeowners who benefit + +% 2. Distribution of welfare gains + +Vnew = reshape(Vcsim(:, :, 2), 2*N*T, 1); +Vold = reshape(Vsim(:, :, 2), 2*N*T, 1); +UCold = reshape(Csim(:, :, 2).^(- p.sigma), 2*N*T, 1); +Transfer = reshape(Transfer, 2*N*T, 1); + +ind = Transfer > 0; + +gains = (Vnew(ind) - Vold(ind))./Transfer(ind)./UCold(ind); + +htm = Asim(:, :, 3) <= 1/6.5*Ysim(:,:,2)*0; +htm = reshape(htm, 2*N*T, 1); + +htm = htm(ind); + +fbenefit = mean(gains > 0); + +MPC = (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma) - (Csim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Csim(:, :, 2).^(-p.sigma/p.gamma))); +MPC = reshape(MPC, 2*N*T, 1); + +MPC = MPC(ind)./Transfer(ind); + +% fprintf('\n') +% fprintf('Fraction who benefit = %9.2f \n', fbenefit); +% fprintf('\n') +% fprintf('Fraction who benefit that are (all, htm, nhtm) = %9.2f %9.2f %9.2f \n', [1, sum(gains > 0 & htm) / sum(gains > 0), sum(gains > 0 & ~htm) / sum(gains > 0)]); +% fprintf('\n') +% fprintf('Willingness to pay, mean = %9.2f %9.2f %9.2f \n', [mean(gains(gains > 0)), mean(gains(gains > 0 & htm)), mean(gains(gains > 0 & ~htm)) ]); +% fprintf('Willingness to pay, 10th pctile = %9.2f %9.2f %9.2f \n', [prctile(gains(gains > 0), 10), prctile(gains(gains > 0 & htm), 10), prctile(gains(gains > 0 & ~htm), 10)]); +% fprintf('Willingness to pay, 25th pctile = %9.2f %9.2f %9.2f \n', [prctile(gains(gains > 0), 25), prctile(gains(gains > 0 & htm), 25), prctile(gains(gains > 0 & ~htm), 25)]); +% fprintf('Willingness to pay, 50th pctile = %9.2f %9.2f %9.2f \n', [prctile(gains(gains > 0), 50), prctile(gains(gains > 0 & htm), 50), prctile(gains(gains > 0 & ~htm), 50)]); +% fprintf('Willingness to pay, 75th pctile = %9.2f %9.2f %9.2f \n', [prctile(gains(gains > 0), 75), prctile(gains(gains > 0 & htm), 75), prctile(gains(gains > 0 & ~htm), 75)]); +% fprintf('Willingness to pay, 90th pctile = %9.2f %9.2f %9.2f \n', [prctile(gains(gains > 0), 90), prctile(gains(gains > 0 & htm), 90), prctile(gains(gains > 0 & ~htm), 90)]); +% fprintf('\n') +% fprintf('MPC, mean = %9.2f %9.2f %9.2f \n', [mean(MPC(gains > 0)), mean(MPC(gains > 0 & htm)), mean(MPC(gains > 0 & ~htm)) ]); +% fprintf('MPC, 10th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 10), prctile(MPC(gains > 0 & htm), 10), prctile(MPC(gains > 0 & ~htm), 10)]); +% fprintf('MPC, 25th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 25), prctile(MPC(gains > 0 & htm), 25), prctile(MPC(gains > 0 & ~htm), 25)]); +% fprintf('MPC, 50th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 50), prctile(MPC(gains > 0 & htm), 50), prctile(MPC(gains > 0 & ~htm), 50)]); +% fprintf('MPC, 75th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 75), prctile(MPC(gains > 0 & htm), 75), prctile(MPC(gains > 0 & ~htm), 75)]); +% fprintf('MPC, 90th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 90), prctile(MPC(gains > 0 & htm), 90), prctile(MPC(gains > 0 & ~htm), 90)]); +% + +fprintf('\n') +fprintf('Table 11, C. Severity of Liquidity Constraints \n') +fprintf('\n') +fprintf('fraction liquidity constrained = %9.2f\n', mean(gains > 0)); +fprintf('mean valuation of liquidity = %9.2f\n', mean(gains(gains > 0))); +fprintf('mean fraction consumed = %9.2f\n', mean(MPC(gains > 0))); diff --git a/42/replication_package/model_replication/Main Moving/simulate_new.m b/42/replication_package/model_replication/Main Moving/simulate_new.m new file mode 100644 index 0000000000000000000000000000000000000000..8e415b2414e6ca39fd6a26860aa3029b4a48b7e9 --- /dev/null +++ b/42/replication_package/model_replication/Main Moving/simulate_new.m @@ -0,0 +1,509 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 5; + +% Without intervention + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:, 1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:, 1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); +Rt = zeros(S, 1); +MPRt = zeros(S, 1); % Beraja-Hurst propensity to refinance: amount of newly refinanced mortgages / outstanding stock of all existing mortgages +Emt = zeros(S, 1); % median equity (1 - LTV) for borrowers + + + +for time = 1 : S + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + Rt(time) = mean(vec(Dsim(:, :, time) == 4 & Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0))/mean(vec(Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0)); + + MPRt(time) = sum(vec((Dsim(:,:, time) == 4).*Osim(:, :, time + 1).*Thsim(:, :, time + 1).*Hsim(:, :, time + 1)))/... + sum(vec( Osim(:, :, time ).*Thsim(:, :, time ).*Hsim(:, :, time ))); + + LTV = vec(Osim(:, :, time).*Thsim(:, :, time)); + + Emt(time) = 1 - median(LTV(LTV > 0)); + +end + + +% With intervention + +start_new; + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = zeros(2*N, T, S); + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +Rcsim = zeros(2*N, T, S + 1); + +Rcsim(:, :, 1 : 2) = 1; + +Ocsim(:, :, 2) = Osim(:,:,2)*p.adjustomega; + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + + rent = Hcsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time), Rcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + rind = state(:, 5); % made this state variable an index (1, 2), or else doesn't respect monotonicity + + ntemp = numel(find(~rent)); + + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind, rind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + inactive = Dcsim(:, initage, time) == 5; + + Rcsim(:, initage, time + 1) = Rcsim(:, initage, time).*inactive + p.nr.*(1 - inactive); + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nr, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), Rcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Yct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); +Rct = zeros(S, 1); +MPRct = zeros(S, 1); % Beraja-Hurst propensity to refinance: amount of newly refinanced mortgages / outstanding stock of all existing mortgages +Emct = zeros(S, 1); % median equity (1 - LTV) for borrowers + + +for time = 1 : S + + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)).*Hcsim(:, :, time))); + Rct(time) = mean(vec(Dcsim(:, :, time) == 4 & Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0))/mean(vec(Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0)); + + MPRct(time) = sum(vec((Dcsim(:,:, time) == 4).*Ocsim(:, :, time + 1).*Thcsim(:, :, time + 1).*p.Pgrid(Rcsim(:, :, time + 1)).*Hcsim(:, :, time + 1)))/... + sum(vec( Ocsim(:, :, time ).*Thcsim(:, :, time ).*p.Pgrid(Rcsim(:, :, time )).*Hcsim(:, :, time ))); + + if time == 1 + + LTV = vec(Ocsim(:, :, time).*Thcsim(:, :, time)); + + else + + LTV = vec(Ocsim(:, :, time).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)))/p.Pgrid(p.nr); + + end + + Emct(time) = 1 - median(LTV(LTV > 0)); + +end + + + +% Characteristics of those who refinance: with and without the shock + +Wsim = Asim + Hsim.*(1 - Osim.*Thsim); + +time = 2; + +Wtemp = Wsim(:, :, time); % only state variables +Atemp = Asim(:, :, time); +LTV = Osim(:, :, time).*Thsim(:, :, time); +Htemp = Hsim(:, :, time); +LY = Atemp./Ysim(:, :, time); +Sh = 1 - Atemp./Wtemp; +Agetemp = Agesim(:, :, time)/4 + 25; +Ytemp = Ysim(:, :, time); + +refin = Dsim(:, :, time) == 4 & Hsim(:, :, time) > 0; +owner = Hsim(:, :, time) > 0; + +fprintf('\n'); +fprintf('Characteristics of Refinancers Absent Shock\n'); +fprintf('\n'); +fprintf('All, Refinance, Dont Refinance\n'); + +fprintf('\n'); + +fprintf('\n'); +fprintf('Mean Liquid Assets = %9.2f %9.2f %9.2f \n', [mean(Atemp(owner)), mean(Atemp(owner & refin)), mean(Atemp(owner & ~refin))]); +fprintf('Mean Income = %9.2f %9.2f %9.2f \n', [mean(Ytemp(owner)), mean(Ytemp(owner & refin)), mean(Ytemp(owner & ~refin))]); +fprintf('Mean Liquid Asset to Income = %9.2f %9.2f %9.2f \n', [mean(LY(owner)), mean(LY(owner & refin)), mean(LY(owner & ~refin))]); +fprintf('Mean Share Housing Wealth = %9.2f %9.2f %9.2f \n', [mean(Sh(owner)), mean(Sh(owner & refin)), mean(Sh(owner & ~refin))]); +fprintf('Mean Wealth = %9.2f %9.2f %9.2f \n', [mean(Wtemp(owner)), mean(Wtemp(owner & refin)), mean(Wtemp(owner & ~refin))]); +fprintf('Mean LTV = %9.2f %9.2f %9.2f \n', [mean(LTV(owner)), mean(LTV(owner & refin)), mean(LTV(owner & ~refin))]); +fprintf('Mean House = %9.2f %9.2f %9.2f \n', [mean(Htemp(owner)), mean(Htemp(owner & refin)), mean(Htemp(owner & ~refin))]); +fprintf('Mean Age = %9.2f %9.2f %9.2f \n', [mean(Agetemp(owner)), mean(Agetemp(owner & refin)), mean(Agetemp(owner & ~refin))]); + +fprintf('\n'); +fprintf('\n'); + + +Wcsim = zeros(size(Acsim)); + +Wcsim(:,:, 1) = Acsim(:, :, 1) + p.Pgrid(1)*Hcsim(:, :, 1).*(1 - Ocsim(:, :, 1).*Thcsim(:, :, 1)); + +Wcsim(:, :, 2: end) = Acsim(:, :, 2 : end) + p.Pgrid(p.nr)*Hcsim(:,:,2:end) - p.Pgrid(Rcsim(:,:,2:end)).*Ocsim(:, :, 2:end).*Thcsim(:, :, 2:end); + +time = 2; + +Wtemp = Wcsim(:, :, time); % only state variables +Atemp = Acsim(:, :, time); +LTV = Ocsim(:, :, time).*Thcsim(:, :, time); +Htemp = Hcsim(:, :, time); +LY = Atemp./Ysim(:, :, time); +Sh = 1 - Atemp./Wtemp; +Agetemp = Agesim(:, :, time)/4 + 25; +Ytemp = Ysim(:, :, time); + +refin = Dcsim(:, :, time) == 4 & Hcsim(:, :, time) > 0; +owner = Hcsim(:, :, time) > 0; + +fprintf('\n'); +fprintf('Characteristics of Refinancers With Shock\n'); +fprintf('\n'); +fprintf('All, Refinance, Dont Refinance\n'); + +fprintf('\n'); + +fprintf('\n'); +fprintf('Mean Liquid Assets = %9.2f %9.2f %9.2f \n', [mean(Atemp(owner)), mean(Atemp(owner & refin)), mean(Atemp(owner & ~refin))]); +fprintf('Mean Income = %9.2f %9.2f %9.2f \n', [mean(Ytemp(owner)), mean(Ytemp(owner & refin)), mean(Ytemp(owner & ~refin))]); +fprintf('Mean Liquid Asset to Income = %9.2f %9.2f %9.2f \n', [mean(LY(owner)), mean(LY(owner & refin)), mean(LY(owner & ~refin))]); +fprintf('Mean Share Housing Wealth = %9.2f %9.2f %9.2f \n', [mean(Sh(owner)), mean(Sh(owner & refin)), mean(Sh(owner & ~refin))]); +fprintf('Mean Wealth = %9.2f %9.2f %9.2f \n', [mean(Wtemp(owner)), mean(Wtemp(owner & refin)), mean(Wtemp(owner & ~refin))]); +fprintf('Mean LTV = %9.2f %9.2f %9.2f \n', [mean(LTV(owner)), mean(LTV(owner & refin)), mean(LTV(owner & ~refin))]); +fprintf('Mean House = %9.2f %9.2f %9.2f \n', [mean(Htemp(owner)), mean(Htemp(owner & refin)), mean(Htemp(owner & ~refin))]); +fprintf('Mean Age = %9.2f %9.2f %9.2f \n', [mean(Agetemp(owner)), mean(Agetemp(owner & refin)), mean(Agetemp(owner & ~refin))]); + +fprintf('\n'); +fprintf('\n'); + + +% MPC out of transfer in Ganong-Noel Experiment + + +time = 2; + +Transfer = (p.mbargrid(p.nr) - p.mbargrid(Rcsim(:, :, time))).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)).*Hcsim(:,:,time).*(Dcsim(:, :, time) == 5).*(Osim(:,:,time) > 0); + +dC = (Ccsim(:, :, time) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, time).^(-p.sigma/p.gamma) - (Csim(:, :, time) - p.phi^(1 + 1/p.gamma)*Csim(:, :, time).^(-p.sigma/p.gamma))); +dA = Acsim(:, :, time + 1) - Asim(:, :, time + 1); + +htm = Acsim(:, :, time + 1) <= 1/6.5*Ysim(:,:,time); + +gains = Vcsim(:, :, time) - Vsim(:, :, time); + +good = Transfer > 0 & Dcsim(:, :, time) == 5 & Dsim(:, :, time) == 5; + + +MPC = dC(good)./Transfer(good); +gains = gains(good); +htm = htm(good); + +fbenefit = mean(gains > 0); +fprintf('\n') + +fprintf('Fraction who benefit = %9.2f \n', fbenefit); + +fprintf('\n') +fprintf('MPC, mean = %9.2f %9.2f %9.2f \n', [mean(MPC(gains > 0)), mean(MPC(gains > 0 & htm)), mean(MPC(gains > 0 & ~htm)) ]); +fprintf('MPC, 10th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 10), prctile(MPC(gains > 0 & htm), 10), prctile(MPC(gains > 0 & ~htm), 10)]); +fprintf('MPC, 25th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 25), prctile(MPC(gains > 0 & htm), 25), prctile(MPC(gains > 0 & ~htm), 25)]); +fprintf('MPC, 50th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 50), prctile(MPC(gains > 0 & htm), 50), prctile(MPC(gains > 0 & ~htm), 50)]); +fprintf('MPC, 75th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 75), prctile(MPC(gains > 0 & htm), 75), prctile(MPC(gains > 0 & ~htm), 75)]); +fprintf('MPC, 90th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 90), prctile(MPC(gains > 0 & htm), 90), prctile(MPC(gains > 0 & ~htm), 90)]); + diff --git a/42/replication_package/model_replication/Main Moving/simulate_temp.m b/42/replication_package/model_replication/Main Moving/simulate_temp.m new file mode 100644 index 0000000000000000000000000000000000000000..ac028520d570758e31b9111695e196184047fa4c --- /dev/null +++ b/42/replication_package/model_replication/Main Moving/simulate_temp.m @@ -0,0 +1,554 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +N = 25000; +T = p.T; + +A = zeros(2*N, T + 1); % Liquid Assets +O = zeros(2*N, T + 1); % fraction of loan outstanding +Th = zeros(2*N, T + 1); % initial mortgage size +H = zeros(2*N, T + 1); % house size + +C = zeros(2*N, T); % consumption +L = zeros(2*N, T); % liquidity after making housing choice +D = zeros(2*N, T); % discrete choice: 1 ... 5 +Y = zeros(2*N, T); % income +V = zeros(2*N, T); % value function + +Pall = zeros(2*N, 5, T); +Vall = zeros(2*N, 5, T); + +% First simulate history of shocks to income + +rng(100); + +Z = zeros(2*N, T); +E = zeros(2*N, T); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + +Fzcum = [0; cumsum(Fz)]; % cumulative ergodic for initial conditions +[~, bin] = histc(unif, Fzcum); % bin is the index of initial draw of z + +Z(:,1) = bin; + +unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + +Fecum = [0; cumsum(we)]; % cumulative ergodic for transitory shock +[~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + +E(:,1) = bin; + +Y(:,1) = p.lambdat(1)*p.zgrid(Z(:,1)).*p.egrid(E(:,1)); + + +for t = 2 : T + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Z(:,t-1), :), 2)]; + + Z(:,t) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + E(:,t) = bin; + + Y(:,t) = p.lambdat(t)*p.zgrid(Z(:,t)).*p.egrid(E(:,t)); + +end + +U = rand(2*N, T); +U = -log(U)/p.nu; % generate actual cost + + +% period 1 all are renters with 0 wealth + +t = 1; + + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +state = A(:, t); % others irrelevant here + +[Lall, Oall, Thall, Hall, V(:,t), Pall(:, 1: 3, t), Vall(:, 1 : 3, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'r', A(:, t), Y(:, t), Z(:, t)); + +Pcum = [zeros(2*N, 1), cumsum(Pall(:, 1: 3, t), 2)]; + +unif = rand(2*N, 1); + +[~, D(:, t)] = max([Vall(:, 1 : 2, t), Vall(:, 3, t) - U(:, t)], [], 2); + +ind = sub2ind([2*N, 3], (1 : 1 : 2*N)', D(:,t)); + +L(:, t) = Lall(ind); +O(:, t + 1) = Oall(ind); +Th(:, t + 1) = Thall(ind); +H(:, t + 1) = Hall(ind); + + +% Find consumption + +rent = H(:, t + 1) == 0; + +Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, t), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); +Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, t), p.nl, p.nz), intmeth, 'linear'); + +cmin = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amax); % c that implies a' = amin +cmax = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amin); % c that implies a' = amin + +C(rent, t) = max(min(Crint(L(rent, t), p.zgrid(Z(rent, t))), cmax), cmin); + +[~, A(rent, t+1)] = savings(C(rent,t), L(rent, t), p, 'r'); % none of the other state variables matter + +cmin = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amax); % c that implies a' = amin +cmax = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amin); % c that implies a' = amin + +C(~rent,t) = max(min(Chint(L(~rent, t), O(~rent, t+1), Th(~rent, t+1), H(~rent, t+1), p.zgrid(Z(~rent, t))), cmax), cmin); + +[~, A(~rent, t+1)] = savings(C(~rent,t), L(~rent,t), p, 'h'); + + +for t = 2 : T + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + rent = H(:, t) == 0; + + % Renters + + state = A(rent, t); % others don't matter directly + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, V(rent,t), Pall(rent, 1 : 3, t), Vall(rent, 1 : 3, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'r', A(rent, t), Y(rent, t), Z(rent, t)); + + [~, D(rent, t)] = max([Vall(rent, 1 : 2, t), Vall(rent, 3, t) - U(rent, t)], [], 2); + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', D(rent, t)); + + L(rent, t) = Lall(ind); + O(rent, t + 1) = Oall(ind); + Th(rent, t + 1) = Thall(ind); + H(rent, t + 1) = Hall(ind); + + + % Homeowners + + ntemp = numel(find(~rent)); + + state = [A(~rent, t), O(~rent, t), Th(~rent, t), H(~rent, t)]; % others don't matter directly + + hind = lookup1(p.hgrid, H(~rent, t), 1); + tind = lookup1(p.tgrid, Th(~rent, t), 1); + + [Lall, Oall, Thall, Hall, V(~rent,t), Pall(~rent, :, t), Vall(~rent, :, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', A(~rent, t), Y(~rent, t), Z(~rent, t), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pall(~rent, :, t), 2)]; + + [~, D(~rent, t)] = max([Vall(~rent, 1 : 2, t), Vall(~rent, 3 : 4, t) - U(~rent, t), Vall(~rent, 5, t)], [], 2); + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', D(~rent, t)); + + L(~rent, t) = Lall(ind); + O(~rent, t + 1) = Oall(ind); + Th(~rent, t + 1) = Thall(ind); + H(~rent, t + 1) = Hall(ind); + + % Find consumption + + rent = H(:, t + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, t), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, t), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amin); % c that implies a' = amin + + C(rent, t) = max(min(Crint(L(rent, t), p.zgrid(Z(rent, t))), cmax), cmin); + + [~, A(rent, t+1)] = savings(C(rent,t), L(rent, t), p, 'r'); % none of the other state variables matter + + cmin = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amin); % c that implies a' = amin + + C(~rent,t) = max(min(Chint(L(~rent, t), O(~rent, t+1), Th(~rent, t+1), H(~rent, t+1), p.zgrid(Z(~rent, t))), cmax), cmin); + + [~, A(~rent, t+1)] = savings(C(~rent,t), L(~rent,t), p, 'h'); + + +end + +Asave = A; +Osave = O; +Thsave = Th; +Hsave = H; +Csave = C; +Lsave = L; +Dsave = D; +Ysave = Y; +Zsave = Z; +Esave = E; +Vsave = V; +Pallsave = Pall; +Vallsave = Vall; +Usave = U; + + + + +%{ + +figure(2) + +id = 1; + +subplot(2,2,1), plot([C(id, 1 : p.T)', Y(id, 1 : p.T)']); +title('Consumption and Income', 'Interpreter','Latex'); +h = legend('consumption', 'income'); +set(gca, 'ygrid', 'on') +set(h,'Interpreter','latex'); + + +subplot(2,2,2), plot([A(id, 1 : p.T + 1)', H(id, 1 : p.T + 1)'.*(1 - O(id, 1 : p.T + 1)'.*Th(id, 1 : p.T + 1)')]); +title('Wealth', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') +h = legend('liquid', 'illiquid'); +set(h,'Interpreter','latex'); + +subplot(2,2,3), plot([H(id, 2 : p.T + 1)', (p.R/p.alpha)^(-1/p.sigma)*C(id, :)']) +title('Housing', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +subplot(2,2,4), plot(O(id, 1 : p.T + 1)'.*Th(id, 1 : p.T + 1)') +title('LTV', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + + + +figure(3) + +subplot(2,2,1), plot([mean(C(:, 1 : p.T))', mean(Y(:, 1 : p.T))']); +title('Consumption and Income', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +legend('consumption', 'income') +set(gca, 'ygrid', 'on') + +subplot(2,2,2), plot([mean(A)', mean(H.*(1 - Th.*O))']); +title('Wealth', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') +h = legend('liquid', 'illiquid'); +set(h,'Interpreter','latex'); + +subplot(2,2,3), plot([mean(H)']); +title('Housing Stock', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +subplot(2,2,4), plot([mean(Th.*H.*O)'./mean(H)']); +title('LTV', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +%} + +W = A + H.*(1 - Th.*O); +Debt = H.*Th.*O; +Yh = p.phi^(1 + 1/p.gamma)*C.^(-p.sigma/p.gamma); % home production +Rent = p.R*(p.R/p.alpha)^(-1/p.sigma)*C.*(H(:, 2:end) == 0); + +Debttilde = zeros(2*N, T + 1); +Debttilde(H > 0) = (Debt(H > 0) - p.F0m)./(1 + p.F1m); +% +% Fextractage = zeros(p.T, 1); +% +% for t = 2 : p.T +% +% Fextractage(t) = mean(D(:,t) == 4 & H(:,t-1) > 0 & Debt(:, /mean(vec(H(:, 1 : end-1) > 0 & Debt(:, 1 : end - 1) > 0 ))*4; +% +% +% end + +% Check aggregate resource constraint +% transaction costs: + +Ftrans = (H(:, 1 : end - 1) == 0).*(D == 3).*(p.F0m + p.F1m*Debttilde(:, 2:end)) + ... % mortgage origination cost for renters + (H(:, 1 : end - 1) > 0).*(D <= 3).*(p.Fs*H(:, 1 : end - 1)) + ... % house selling costs for homeowners + (H(:, 1 : end - 1) > 0).*(D == 3 | D == 4).*(p.F0m + p.F1m*Debttilde(:, 2:end)); % mortgage origination cost for homeowners + +%{ +t = 1 : T; + +rl = 1./(1 + exp(-p.r1*(A(:, t) - p.r2)))*(p.rh - p.rl) + p.rl; + +err_agg = norm(vec(C(:,t) + H(:, t+1) + A(:, t+1) + (1 + p.rm)*Debt(:, t) + Rent(:,t) - Yh(:,t) - Y(:,t) - (1 + rl).*A(:, t) - H(:, t) - Debt(:, t+1) + Ftrans(:,t))) + +fprintf('Err in Agg Resource Constr = %9.2e \n', err_agg); +%} + +fsell = mean(vec(D <= 3 & H(:, 1 : end-1) > 0))/ mean(vec(H(:, 1 : end-1) > 0))*4; +fmortg = mean(vec(Th(:,1:end-1).*O(:,1:end-1) > 0 & H(:, 1 : end-1) > 0)) / mean(vec(H(:, 1 : end-1) > 0)); + +agewealthratio = mean(vec(W(:, 41*4 + 1 : end))) / mean(vec(W(:, 2 : 41*4))); + +reqpayment = p.mbar*Th(:, 1:end - 1).*H(:, 1:end - 1).*(O(:, 1:end - 1) > 0).*(D == 5); +actpayment = ((1 + p.rm)*Debt(:, 1 : end - 1) - Debt(:, 2 : end)).*(D == 5); + +fcurtail = sum(actpayment(:) > 1e-4 + reqpayment(:) & reqpayment(:) > 0 & D(:) == 5)/sum(reqpayment(:) > 0 & D(:) == 5); + +PTI = reqpayment(reqpayment > 0)./Y(reqpayment > 0); + +HY = H(:, 2:end)./Y/4; + +Age = zeros(2*N, T); % mortgage age + +for t = 2 : T + + Age(:,t) = (Age(:,t-1) + 1/4).*(Age(:,t-1) > 0 & D(:,t) == 5) + 1/4.*(D(:,t) == 3 | D(:,t) == 4); + +end + +Age = Age - 1/4; + +Age = floor(Age); + +LTV = O(:, 2 : end).*Th(:, 2 : end); + +% Let's computa Bhutta-Keys stats by annualizing first data. +% Suppose we see them in the last quarter of the year + +Debta = O(:, 4 : 4: end).*Th(:, 4: 4 : end).*H(:, 4 : 4 : end); +Xtract = (Debta(:, 2:end) - Debta(:, 1 : end-1))./Debta(:, 1 : end-1); +Debta(:, end) = []; +Ha = H(:, 4 : 4 :end); +notmove = Ha(:, 2 : end) == Ha(:, 1 : end-1); +Ha(:, end) = []; +Aa = A(:, 4 : 4 : end); +Aa(:, end) = []; + +fextract = sum(Xtract(:)>=0.05 & Debta(:) > 0 & notmove(:))/sum(Debta(:) > 0 & notmove(:)); +medextract = median(Xtract(Xtract >= 0.05 & Debta > 0 & notmove)); +fextracttwice = sum(vec(Xtract(:,2:end) >=0.05 & Xtract(:,1:end-1) >=0.05 & Debta(:, 2: end) >0 & notmove(:, 2:end) & Debta(:, 1:end-1) >0 & notmove(:, 1:end-1)))/... + sum(vec(Xtract(:,1:end-1) >=0.05 & Debta(:, 2: end) >0 & notmove(:, 2:end) & Debta(:, 1:end-1) >0 & notmove(:, 1:end-1))); + + +moment_model = zeros(57, 1); + +moment_model(1) = mean(vec(H(:, 2 : end) > 0)); +moment_model(2) = mean(vec(W(:, 2 : end))) /mean(vec(Y))/4; +moment_model(3) = mean(vec(H(:, 2 : end))) /mean(vec(Y))/4; +moment_model(4) = mean(vec(Debt(:, 2 : end))) /mean(vec(Y))/4; +moment_model(5) = mean(vec(A(:, 2 : end))) /mean(vec(Y))/4; + +moment_model(6) = fextract; +moment_model(7) = mean(vec(Yh))/mean(vec(C)); +moment_model(8) = agewealthratio; + + +moment_model(9 : 13) = prctile(vec(A(:, 2 : end)), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(14 : 18) = prctile(A(H == 0), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(19 : 23) = prctile(A(H > 0), [10; 25; 50; 75; 90])/mean(vec(Y))/4; + +moment_model(24) = fsell; +moment_model(25) = fmortg; + +moment_model(26 : 30) = prctile(Th(H > 0 & Debt > 0).*O(H > 0 & Debt > 0), [10; 25; 50; 75; 90]); +moment_model(31 : 35) = prctile((1 - Th(H > 0).*O(H > 0)).*H(H > 0)./W(H > 0), [10; 25; 50; 75; 90]); +moment_model(36 : 40) = prctile(vec(W(:,2:end)), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(41 : 45) = prctile(PTI, [10; 25; 50; 75; 90]); +moment_model(46 : 50) = prctile(HY(HY > 0), [10; 25; 50; 75; 90]); +moment_model(51 : 55) = prctile(Age(Age >=0 & LTV > 0), [10; 25; 50; 75; 90]); + +moment_model(56) = medextract; +moment_model(57) = fextracttwice; + + +moment_data = [0.64; 1.45; 1.82; 0.83; 0.46; 0.08; 0.23; 2.00; -0.04; 0; 0.07; 0.48; 1.50; + -0.05; 0; 0.01; 0.15; 1; -0.04; 0.01; 0.15; 0.68; 1.69; 0.044; 0.71; + 0.18; 0.39; 0.62; 0.77; 0.88; 0.36; 0.64; 0.87; 0.99; 1.04; 0; 0.04; 0.73; 2.34; 3.94; + 0.05; 0.08; 0.11; 0.17; 0.24; 1.02; 1.62; 2.48; 3.78; 6.43; 0; 1; 3; 6; 10; 0.23; 0.08]; + + +if printr + +fprintf('\n') +fprintf('Homeownership Rate = %9.2f %9.2f\n', [moment_model(1), moment_data(1)]); +fprintf('Aggregate Wealth to Income = %9.2f %9.2f\n', [moment_model(2), moment_data(2)]); +fprintf('Aggregate Housing to Income = %9.2f %9.2f\n', [moment_model(3), moment_data(3)]); +fprintf('Aggregate Debt to Income = %9.2f %9.2f\n', [moment_model(4), moment_data(4)]); +fprintf('Aggregate Liquid assets to Income = %9.2f %9.2f\n', [moment_model(5), moment_data(5)]); +fprintf('Fraction of Homeowners with Mortgage who extract = %9.2f %9.2f\n', [moment_model(6), moment_data(6)]); +fprintf('Non-Market Production to Consumption = %9.2f %9.2f\n', [moment_model(7), moment_data(7)]); +fprintf('Mean wealth retirees / workers = %9.2f %9.2f\n', [moment_model(8), moment_data(8)]); + +fprintf('\n') +fprintf('10 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(9), moment_data(9)]); +fprintf('25 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(10), moment_data(10)]); +fprintf('50 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(11), moment_data(11)]); +fprintf('75 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(12), moment_data(12)]); +fprintf('90 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(13), moment_data(13)]); +fprintf('\n') +fprintf('\n') + + +fprintf('10 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(14), moment_data(14)]); +fprintf('25 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(15), moment_data(15)]); +fprintf('50 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(16), moment_data(16)]); +fprintf('75 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(17), moment_data(17)]); +fprintf('90 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(18), moment_data(18)]); +fprintf('\n') +fprintf('10 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(19), moment_data(19)]); +fprintf('25 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(20), moment_data(20)]); +fprintf('50 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(21), moment_data(21)]); +fprintf('75 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(22), moment_data(22)]); +fprintf('90 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(23), moment_data(23)]); + +fprintf('\n') +fprintf('Fraction of Homeowners who curtail = %9.3f \n', fcurtail); +fprintf('Fraction of Homeowners who sell = %9.3f %9.3f\n', [moment_model(24), moment_data(24)]); +fprintf('Fraction of Homeowners with mortgage = %9.2f %9.2f\n', [moment_model(25), moment_data(25)]); +fprintf('Median increase in balance extract = %9.2f %9.2f\n', [moment_model(56), moment_data(56)]); +fprintf('Fraction that extract twice in a row = %9.2f %9.2f\n', [moment_model(57), moment_data(57)]); + +fprintf('\n') + +fprintf('10 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(26), moment_data(26)]); +fprintf('25 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(27), moment_data(27)]); +fprintf('50 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(28), moment_data(28)]); +fprintf('75 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(29), moment_data(29)]); +fprintf('90 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(30), moment_data(30)]); +fprintf('\n') +fprintf('10 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(31), moment_data(31)]); +fprintf('25 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(32), moment_data(32)]); +fprintf('50 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(33), moment_data(33)]); +fprintf('75 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(34), moment_data(34)]); +fprintf('90 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(35), moment_data(35)]); +fprintf('\n') +fprintf('10 pctile Wealth = %9.2f %9.2f\n', [moment_model(36), moment_data(36)]); +fprintf('25 pctile Wealth = %9.2f %9.2f\n', [moment_model(37), moment_data(37)]); +fprintf('50 pctile Wealth = %9.2f %9.2f\n', [moment_model(38), moment_data(38)]); +fprintf('75 pctile Wealth = %9.2f %9.2f\n', [moment_model(39), moment_data(39)]); +fprintf('90 pctile Wealth = %9.2f %9.2f\n', [moment_model(40), moment_data(40)]); +fprintf('\n') +fprintf('10 pctile PTI = %9.2f %9.2f\n', [moment_model(41), moment_data(41)]); +fprintf('25 pctile PTI = %9.2f %9.2f\n', [moment_model(42), moment_data(42)]); +fprintf('50 pctile PTI = %9.2f %9.2f\n', [moment_model(43), moment_data(43)]); +fprintf('75 pctile PTI = %9.2f %9.2f\n', [moment_model(44), moment_data(44)]); +fprintf('90 pctile PTI = %9.2f %9.2f\n', [moment_model(45), moment_data(45)]); +fprintf('\n') +fprintf('10 pctile housing to income = %9.2f %9.2f\n', [moment_model(46), moment_data(46)]); +fprintf('25 pctile housing to income = %9.2f %9.2f\n', [moment_model(47), moment_data(47)]); +fprintf('50 pctile housing to income = %9.2f %9.2f\n', [moment_model(48), moment_data(48)]); +fprintf('75 pctile housing to income = %9.2f %9.2f\n', [moment_model(49), moment_data(49)]); +fprintf('90 pctile housing to income = %9.2f %9.2f\n', [moment_model(50), moment_data(50)]); +fprintf('\n') +fprintf('10 pctile mortgage age = %9.2f %9.2f\n', [moment_model(51), moment_data(51)]); +fprintf('25 pctile mortgage age = %9.2f %9.2f\n', [moment_model(52), moment_data(52)]); +fprintf('50 pctile mortgage age = %9.2f %9.2f\n', [moment_model(53), moment_data(53)]); +fprintf('75 pctile mortgage age = %9.2f %9.2f\n', [moment_model(54), moment_data(54)]); +fprintf('90 pctile mortgage age = %9.2f %9.2f\n', [moment_model(55), moment_data(55)]); + +% Calculate life time value + +Hs = H(:, 2 : p.T + 1).*(H(:, 2 : p.T + 1) > 0) + (p.R/p.alpha)^(-1/p.sigma)*C.*(H(:, 2 : p.T + 1) == 0); + +U = C.^(1 - p.sigma)/(1 - p.sigma) + p.alpha*Hs.^(1 - p.sigma)/(1 - p.sigma) - p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*C.^(-p.sigma*(1 + 1/p.gamma)); + +rl = 1./(1 + exp(-p.r1*(A(:,p.T+1) - p.r2)))*(p.rh - p.rl) + p.rl; + +V = sum(p.beta.^(0 : 1 : p.T - 1).*U, 2) + p.beta^p.T*p.B*(p.wbar + (1 + p.rl)*A(:,p.T+1) + (1 - p.Fs - (1 + p.rm)*O(:,p.T+1).*Th(:,p.T+1)).*H(:,p.T+1)).^(1 - p.sigma)/(1 - p.sigma); + +V = ((1 - p.sigma)*(1 - p.beta)/(1 - p.beta^p.T)*mean(V))^(1/(1 - p.sigma)); + +fprintf('\n') +fprintf('Life Time Value, CEV = %9.4f \n', V); + +end + +weights = ones(13, 1); + +weights = weights/sum(weights); + +err_mom = (moment_model(1:13) - moment_data(1:13))./(1 + moment_data(1:13)); +err_mom = (weights'*err_mom.^2).^(1/2); + +if exist('x', 'var') + + fprintf('%5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f \n', [x(:)', err_mom]); + +else + +fprintf('\n'); +fprintf('value of objective = %5.6f \n', err_mom); +fprintf('\n'); + +end + + +% Characteristics of those who refinance + + +W = A + H.*(1 - O.*Th); + +Wtemp = W(:, 1 : end - 1); % only state variables +Atemp = A(:, 1 : end - 1); +LTV = O(:, 1 : end - 1).*Th(:, 1 : end - 1); +Htemp = H(:, 1 : end - 1); +LY = Atemp./Y; +Sh = 1 - Atemp./Wtemp; +Age = repmat((1 : 1 : T)/4 + 25, 2*N, 1); + +refin = D == 4 & Htemp > 0; +owner = (D == 4 | D == 5) & Htemp > 0; + +time = 1; + + +fprintf('\n'); +fprintf('Characteristics of Refinancers in Initial Steady State\n'); +fprintf('\n'); +fprintf('All, Refinance, Dont Refinance\n'); + +fprintf('\n'); + +fprintf('\n'); +fprintf('Mean Liquid Assets = %9.2f %9.2f %9.2f \n', [mean(Atemp(owner)), mean(Atemp(owner & refin)), mean(Atemp(owner & ~refin))]); +fprintf('Mean Income = %9.2f %9.2f %9.2f \n', [mean(Y(owner)), mean(Y(owner & refin)), mean(Y(owner & ~refin))]); +fprintf('Mean Liquid Asset to Income = %9.2f %9.2f %9.2f \n', [mean(LY(owner)), mean(LY(owner & refin)), mean(LY(owner & ~refin))]); +fprintf('Mean Share Housing Wealth = %9.2f %9.2f %9.2f \n', [mean(Sh(owner)), mean(Sh(owner & refin)), mean(Sh(owner & ~refin))]); +fprintf('Mean Wealth = %9.2f %9.2f %9.2f \n', [mean(Wtemp(owner)), mean(Wtemp(owner & refin)), mean(Wtemp(owner & ~refin))]); +fprintf('Mean LTV = %9.2f %9.2f %9.2f \n', [mean(LTV(owner)), mean(LTV(owner & refin)), mean(LTV(owner & ~refin))]); +fprintf('Mean House = %9.2f %9.2f %9.2f \n', [mean(Htemp(owner)), mean(Htemp(owner & refin)), mean(Htemp(owner & ~refin))]); +fprintf('Mean Age = %9.2f %9.2f %9.2f \n', [mean(Age(owner)), mean(Age(owner & refin)), mean(Age(owner & ~refin))]); + +fprintf('\n'); +fprintf('\n'); + +fprintf('\n'); +fprintf('Median Liquid Assets = %9.2f %9.2f %9.2f \n', [median(Atemp(owner)), median(Atemp(owner & refin)), median(Atemp(owner & ~refin))]); +fprintf('Median Income = %9.2f %9.2f %9.2f \n', [median(Y(owner)), median(Y(owner & refin)), median(Y(owner & ~refin))]); +fprintf('Median Liquid Asset to Income = %9.2f %9.2f %9.2f \n', [median(LY(owner)), median(LY(owner & refin)), median(LY(owner & ~refin))]); +fprintf('Median Share Housing Wealth = %9.2f %9.2f %9.2f \n', [median(Sh(owner)), median(Sh(owner & refin)), median(Sh(owner & ~refin))]); +fprintf('Median Wealth = %9.2f %9.2f %9.2f \n', [median(Wtemp(owner)), median(Wtemp(owner & refin)), median(Wtemp(owner & ~refin))]); +fprintf('Median LTV = %9.2f %9.2f %9.2f \n', [median(LTV(owner)), median(LTV(owner & refin)), median(LTV(owner & ~refin))]); +fprintf('Median House = %9.2f %9.2f %9.2f \n', [median(Htemp(owner)), median(Htemp(owner & refin)), median(Htemp(owner & ~refin))]); +fprintf('Median Age = %9.2f %9.2f %9.2f \n', [median(Age(owner)), median(Age(owner & refin)), median(Age(owner & ~refin))]); + +fprintf('\n'); +fprintf('\n'); + + diff --git a/42/replication_package/model_replication/Main Moving/solve_golden.m b/42/replication_package/model_replication/Main Moving/solve_golden.m new file mode 100644 index 0000000000000000000000000000000000000000..0fa9a2fd6a76c39a4f9386c0f37fbb122bc9b5a0 --- /dev/null +++ b/42/replication_package/model_replication/Main Moving/solve_golden.m @@ -0,0 +1,41 @@ +function [x, v] = solve_golden(f, a, b, varargin) + +tol = 1e-6; + +alpha1 = (3-sqrt(5))/2; +alpha2 = (sqrt(5)-1)/2; + +d = b - a; + +x1 = a + alpha1*d; +x2 = a + alpha2*d; + +f1 = feval(f, x1, varargin{:}); +f2 = feval(f, x2, varargin{:}); + +d = alpha1*alpha2*d; + +x1new = x1; +x2new = x2; +f1new = f1; +f2new = f2; + +while any((d)>tol) + + f1 = f1new; + f2 = f2new; + x1 = x1new; + x2 = x2new; + + d = d*alpha2; + x2new = x1.*(f2=f1); + f2new = f1.*(f2=f1); + + x1new = (x1-d).*(f2=f1); + f1new = feval(f, x1 - d, varargin{:}).*(f2=f1); + +end + +x = x2new.*(f2new>=f1new) + x1new.*(f2new= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase New Home with Mortgage + + + % create a grid of possible houses and initial LTVs + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y; + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/p.hgrid(ht(i, 1)))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.hgrid(ht(i, 1)); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + good = (ttilde <= min(p.thetam, pti*Y/p.mbar/p.hgrid(ht(i, 1)))) & (Ltemp(:,i) > p.lgrid(1)); + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + + end + end + + % Compute pall and v + + [vn, in] = max(vall(:, 1 : 2), [], 2); + vb = vall(:,3); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); % avoid NaN + + pall = zeros(ns, 3); + + pall(:, 1) = (1 - p.rr)*(1 - pb).*(in == 1) + p.rr; % no choice but to remain renter with p.rr + pall(:, 2) = (1 - p.rr)*(1 - pb).*(in == 2); + pall(:, 3) = (1 - p.rr)*pb; + + v = (1 - p.rr)*(vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn)) + p.rr*vall(:,1); + + +else + + Lall = zeros(ns, 5); + omegaall = zeros(ns, 5); + thetaall = zeros(ns, 5); + hall = zeros(ns, 5); + vall = zeros(ns, 5); + + for branch = 1 : 1 : 5 + + if branch == 1 % Switch to Renting + + Lall(:, branch) = At + Y + (1 - p.Fs)*s(:,4) - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4); % liquidity after housing choice + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = 0; + + vall(:, branch) = Wrinterp(Lall(:, branch), znow); + + + elseif branch == 2 % Purchase home without mortgage + + vtemp = zeros(ns, p.nh) - 1e12; + + Ltemp = zeros(ns, p.nh); + + Cash = At + Y + (1 - p.Fs)*s(:,4) - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nh + + Ltemp(:,i) = Cash - p.hgrid(i); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (i - 1)*p.no*p.nt + (1 - 1) *p.no + 1; + + good = Ltemp(:, i) >= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase home with mortgage + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y + (1 - p.Fs)*s(:, 4) - (1 + p.rm)*s(:, 2).*s(:, 3).*s(:, 4); + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/p.hgrid(ht(i, 1)))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.hgrid(ht(i, 1)); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbar/p.hgrid(ht(i, 1)))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + elseif branch == 4 % Refinance mortgage + + + vtemp = zeros(ns, p.nt) - 1e12; + Ltemp = zeros(ns, p.nt); + + Cash = At + Y - (1 + p.rm)*s(:, 2).*s(:, 3).*s(:, 4); + + for i = 1 : p.nt + + ttilde = (p.tgrid(i) - p.F0m./s(:,4))/(1 + p.F1m); + + Ltemp(:, i) = Cash + ttilde.*s(:, 4); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbar./s(:,4))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (i - 1)*p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(htemp); + hall(:, branch) = s(:, 4); + + elseif branch == 5 % Stay inactive + + vtemp = zeros(ns, p.no + 1) - 1e12; + Ltemp = zeros(ns, p.no + 1); + + % Pay more than required + + Cash = At + Y - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.no + + Ltemp(:, i) = Cash + p.ogrid(i).*s(:,3).*s(:,4); + + good = (p.ogrid(i) < max((1 + p.rm)*s(:,2) - p.mbar, 0)) & (Ltemp(:, i) >= p.lgrid(1)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + i; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + % Pay minimum required + + otemp = max((1 + p.rm)*s(:,2) - p.mbar, 0); + + Ltemp(:, p.no + 1) = At + Y - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4) + otemp.*s(:,3).*s(:,4); + + good = (Ltemp(:, p.no + 1) >= p.lgrid(1)); + + + if any(good) + + % Interpolate + + otempind = lookup1(p.ogrid, otemp, 3); + + w = (p.ogrid(otempind + 1) - otemp)./(p.ogrid(otempind + 1) - p.ogrid(otempind)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind; + + + vtemp(good, p.no + 1) = w(good).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind + 1; + + vtemp(good, p.no + 1) = vtemp(good, p.no + 1) + (1 - w(good)).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + + end + + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.no + 1], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(htemp <= p.no, branch) = p.ogrid(htemp(htemp <= p.no)); + omegaall(htemp > p.no, branch) = otemp(htemp > p.no); + + thetaall(:, branch) = p.tgrid(tnow); + hall(:, branch) = s(:,4); + + + end + end + + + % Compute pall and v + + [vn, in] = max(vall(:, [1, 2, 5]), [], 2); + [vb, ib] = max(vall(:, [3, 4]), [], 2); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); + + pall = zeros(ns, 5); + + pall(:, 1) = (1 - p.hr)*(1 - pb).*(in == 1) + p.hr; % forced into renting with p.hr + pall(:, 2) = (1 - p.hr)*(1 - pb).*(in == 2); + pall(:, 5) = (1 - p.hr)*(1 - pb).*(in == 3); + pall(:, 3) = (1 - p.hr)* pb.*(ib == 1); + pall(:, 4) = (1 - p.hr)* pb.*(ib == 2); + + v = (1 - p.hr)*(vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn)) + p.hr*vall(:, 1); + +end + + + + + \ No newline at end of file diff --git a/42/replication_package/model_replication/Main Moving/solveh_new.m b/42/replication_package/model_replication/Main Moving/solveh_new.m new file mode 100644 index 0000000000000000000000000000000000000000..b4a56ae0be8fe4a1fa5a2ce7756a9e11c455c9f8 --- /dev/null +++ b/42/replication_package/model_replication/Main Moving/solveh_new.m @@ -0,0 +1,357 @@ +function [Lall, omegaall, thetaall, hall, v, pall, vall] = solveh_new(s, Whinterp, Wrinterp, p, pti, type, At, Y, znow, hnow, tnow, rnow) + + ns = size(s, 1); + + + if strcmp(type, 'r') + + Lall = zeros(ns, 3); + omegaall = zeros(ns, 3); + thetaall = zeros(ns, 3); + hall = zeros(ns, 3); + vall = zeros(ns, 3); + + + for branch = 1 : 1 : 3 + + if branch == 1 % Remain Renter + + + Lall(:, branch) = At + Y; + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = 0; + + vall(:, branch) = Wrinterp(Lall(:, branch), znow); + + + elseif branch == 2 % Purchase New Home Without Mortgage + + + vtemp = zeros(ns, p.nh) - 1e12; + + Ltemp = zeros(ns, p.nh); + + Cash = At + Y; + + for i = 1 : p.nh + + Ltemp(:,i) = Cash - p.Pgrid(p.nr)*p.hgrid(i); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (i - 1)*p.no*p.nt + (1 - 1) *p.no + 1; + + good = Ltemp(:, i) >= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase New Home with Mortgage + + + % create a grid of possible houses and initial LTVs + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y; + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.Pgrid(p.nr).*p.hgrid(ht(i, 1)); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + good = (ttilde <= min(p.thetam, pti*Y/p.mbargrid(p.nr)/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))) & (Ltemp(:,i) > p.lgrid(1)); + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + + end + end + + + % Compute pall and v + + [vn, in] = max(vall(:, 1 : 2), [], 2); + vb = vall(:,3); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); % avoid NaN + + pall = zeros(ns, 3); + + pall(:, 1) = (1 - p.rr)*(1 - pb).*(in == 1) + p.rr; % no choice but to remain renter with p.rr + pall(:, 2) = (1 - p.rr)*(1 - pb).*(in == 2); + pall(:, 3) = (1 - p.rr)*pb; + + v = (1 - p.rr)*(vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn)) + p.rr*vall(:,1); + + +else + + Lall = zeros(ns, 5); + omegaall = zeros(ns, 5); + thetaall = zeros(ns, 5); + hall = zeros(ns, 5); + vall = zeros(ns, 5); + + for branch = 1 : 1 : 5 + + if branch == 1 % Switch to Renting + + Lall(:, branch) = At + Y + (1 - p.Fs)*p.Pgrid(p.nr)*s(:,4) - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); % liquidity after housing choice + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = 0; + + vall(:, branch) = Wrinterp(Lall(:, branch), znow); + + + elseif branch == 2 % Purchase home without mortgage + + vtemp = zeros(ns, p.nh) - 1e12; + + Ltemp = zeros(ns, p.nh); + + Cash = At + Y + (1 - p.Fs)*p.Pgrid(p.nr)*s(:,4) - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nh + + Ltemp(:,i) = Cash - p.Pgrid(p.nr)*p.hgrid(i); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (i - 1)*p.no*p.nt + (1 - 1) *p.no + 1; + + good = Ltemp(:, i) >= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase home with mortgage + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y + (1 - p.Fs)*p.Pgrid(p.nr)*s(:,4) - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.Pgrid(p.nr)*p.hgrid(ht(i, 1)); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbargrid(p.nr)/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + + elseif branch == 4 % Refinance mortgage + + + vtemp = zeros(ns, p.nt) - 1e12; + Ltemp = zeros(ns, p.nt); + + Cash = At + Y - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nt + + ttilde = (p.tgrid(i) - p.F0m./(p.Pgrid(p.nr)*s(:,4)))/(1 + p.F1m); + + Ltemp(:, i) = Cash + ttilde.*p.Pgrid(p.nr).*s(:, 4); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbargrid(p.nr)./(p.Pgrid(p.nr)*s(:,4)))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (i - 1)*p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(htemp); + hall(:, branch) = s(:, 4); + + + elseif branch == 5 % Stay inactive + + vtemp = zeros(ns, p.no + 1) - 1e12; + Ltemp = zeros(ns, p.no + 1); + + % Pay more than required + + Cash = At + Y - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.no + + Ltemp(:, i) = Cash + p.ogrid(i).*p.Pgrid(s(:,5)).*s(:,3).*s(:,4); + + good = (p.ogrid(i) < max((1 + p.rmgrid(s(:,5))).*s(:,2) - p.mbargrid(s(:,5)), 0)) & (Ltemp(:, i) >= p.lgrid(1)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (rnow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + i; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + % Pay minimum required + + otemp = max((1 + p.rmgrid(s(:,5))).*s(:,2) - p.mbargrid(s(:,5)), 0); + + Ltemp(:, p.no + 1) = At + Y - (1 + p.rmgrid(s(:,5))).*s(:,2).*s(:,3).*s(:,4).*p.Pgrid(s(:,5)) + otemp.*s(:,3).*s(:,4).*p.Pgrid(s(:,5)); + + good = (Ltemp(:, p.no + 1) >= p.lgrid(1)); + + + if any(good) + + % Interpolate + + otempind = lookup1(p.ogrid, otemp, 3); + + w = (p.ogrid(otempind + 1) - otemp)./(p.ogrid(otempind + 1) - p.ogrid(otempind)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (rnow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind; + + + vtemp(good, p.no + 1) = w(good).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (rnow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind + 1; + + vtemp(good, p.no + 1) = vtemp(good, p.no + 1) + (1 - w(good)).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + + end + + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.no + 1], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(htemp <= p.no, branch) = p.ogrid(htemp(htemp <= p.no)); + omegaall(htemp > p.no, branch) = otemp(htemp > p.no); + + thetaall(:, branch) = p.tgrid(tnow); + hall(:, branch) = s(:,4); + + + end + end + + % Compute pall and v + + [vn, in] = max(vall(:, [1, 2, 5]), [], 2); + [vb, ib] = max(vall(:, [3, 4]), [], 2); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); + + pall = zeros(ns, 5); + + pall(:, 1) = (1 - p.hr)*(1 - pb).*(in == 1) + p.hr; % forced into renting with p.hr + pall(:, 2) = (1 - p.hr)*(1 - pb).*(in == 2); + pall(:, 5) = (1 - p.hr)*(1 - pb).*(in == 3); + pall(:, 3) = (1 - p.hr)* pb.*(ib == 1); + pall(:, 4) = (1 - p.hr)* pb.*(ib == 2); + + v = (1 - p.hr)*(vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn)) + p.hr*vall(:, 1); + +end + + + + + \ No newline at end of file diff --git a/42/replication_package/model_replication/Main Moving/start.m b/42/replication_package/model_replication/Main Moving/start.m new file mode 100644 index 0000000000000000000000000000000000000000..1673f049b448aa0d3166834548e083f186dce536 --- /dev/null +++ b/42/replication_package/model_replication/Main Moving/start.m @@ -0,0 +1,247 @@ +clear; +clc; + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',22); + +intmeth = 'linear'; +printr = 1; + +optset('bisect', 'tol', 1e-32); + +% Calibrated Parameters + +p.beta = 0.985844; +p.alpha = 0.793136; +p.R = 0.013439; +p.phi = 1.010159; % productivity non-market +p.F0m = 0.012354; % fixed cost of refinancing +p.B = 10.300415; % bequest motive +p.r1 = 0.641467; +p.r2 = 7.300151; +p.rh = (1 + 0.014341)^(1/4) - 1; % upper bound on liquid rate +p.rr = 0.899175; +p.hr = 0.011304; + +% Assigned Parameters + +p.nu = 3; % parameter in exponential distribution + +p.pidelta = [0.975; 0.025]; % probability of expenditure shocks +p.delta = [0; 0.0625]; % expenditure shock, fraction of home (quarterly so divide by 4) + +p.rl = (1 - 0.028)^(1/4) - 1; % lower bound on liquid rate + +p.T = 61*4; % last period of life +p.D = 30*4; % maturity of mortgages + +p.sigma = 2; % CRRA +p.gamma = 1; % Frisch elasticity of non-market production + +p.rm = (1 + 0.025)^(1/4) - 1; % mortgage interest rate + +p.Fs = 0.06; % fixed cost of selling home +p.F1m = 0.005; % proportional cost of refinancing + +p.wbar = 1; % parameter governing luxuriousness of bequests + +p.thetam = 0.85; % maximum LTV +p.thetay = 0.214; % maximum PTI + +rhoz = 0.9908; +sz = 0.0761; +se = (1 - 0.55)^(1/2)*0.4869; % Krueger Perri (2011) show 55% of the variance of trans compon is measurement error so subtract + +time = (1 : 1 : p.T)'; +p.lambdat = exp(0.07982636 - 0.02322307 * (time/4 + 25) + 0.00105409 * (time/4 + 25).^2 - 0.00001028 * (time/4 + 25).^3); + +p.thetay = p.thetay*(1 - 0.3126./(1 + exp(18.629 - 0.3049*(time/4 + 25)))); + +p.mbar = p.rm/(1 - (1 + p.rm)^(-p.D)); % minimum payment required per 1 of initial debt + + +% Quality of Approximation + +p.na = 75; % number of nodes for liquid assets +p.nat = 75; % number of nodes for atilde = (1 + rl)*a - delta*h +p.nl = 75; % number of nodes for liquidity +p.no = 11; % number of nodes for omega (fraction of loan outstanding) +p.nt = 5; % number of possible initial LTV +p.nh = 7; % number of nodes for housing +p.nz = 9; % points for exogenous income z +p.ne = 3; + + +% Discretize Income Process + +[zgrid, Fzz] = rouwenhorst(rhoz, sz, p.nz); +zgrid = exp(zgrid'); +p.zgrid = zgrid; + +[Fz, d] = eigs(Fzz', 1, 'largestabs'); +Fz = Fz/sum(Fz); +Fz = full(Fz); % ergodic distribution of z + +[egrid, we] = qnwnorm(p.ne, 0, se^2); +egrid = exp(egrid); +p.egrid = egrid; + + +% Discretize other state variables + +amin = -0.4; +amax = 100; +p.agrid = amin + (amax - amin)*nodeunif(p.na, 0, 1).^2; + +omin = 0; +omax = 1; +p.ogrid = omin + (omax - omin)*nodeunif(p.no, 0, 1); + +tmin = 0.25; +tmax = p.thetam; % allow to cover fixed cost +p.tgrid = tmin + (tmax - tmin)*nodeunif(p.nt, 0, 1); + +hmin = 5; % minimum house size +hmax = 40; % maximum house size +p.hgrid = hmin + (hmax - hmin)*nodeunif(p.nh, 0, 1).^1.5; + +ymin = min(p.lambdat)*zgrid(1)*egrid(1); +ymax = max(p.lambdat)*zgrid(end)*egrid(end); + +lmin = -1; % keep it reasonably negative so they know that's a bad state to find yourself in +lmax = 125; +p.lgrid = lmin + (lmax - lmin)*nodeunif(p.nl, 0, 1).^1.5; + +atmin = -p.delta(2)*hmax + (1 + p.rl)*amin; +atmax = (1 + p.rh)*amax; +p.atgrid = atmin + (atmax - atmin)*nodeunif(p.nat, 0, 1).^1.5; + + + + + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.atgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.atgrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for W functions +swr = gridmake(p.lgrid, p.zgrid); + +svht = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for computing intermediate value function (creier prajit) +svrt = gridmake(p.agrid, p.zgrid, p.egrid); + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + +ind3h = kron((1:1:p.no*p.nt*p.nh*p.nz*p.ne)', ones(p.na, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind3r = kron((1:1: p.nz*p.ne)', ones(p.na, 1)); + + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.nat*p.no*p.nt*p.nh*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.nat*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + +cmaxh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amin); % c that implies a' = amin +cmaxr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amin); + +cminh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amax); % c that implies a' = amax +cminr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amax); + +cmaxh = repmat(cmaxh, p.no*p.nt*p.nh*p.nz, 1); +cmaxr = repmat(cmaxr, p.nz, 1); + +cminh = repmat(cminh, p.no*p.nt*p.nh*p.nz, 1); +cminr = repmat(cminr, p.nz, 1); + + +% Terminal value of bequests + +rlh = 1./(1 + exp(-p.r1*(svbarh(:,1) - p.r2)))*(p.rh - p.rl) + p.rl; +rlr = 1./(1 + exp(-p.r1*(svbarr(:,1) - p.r2)))*(p.rh - p.rl) + p.rl; + +vbarh(:, p.T + 1) = p.pidelta(1)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(1)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma) + ... + p.pidelta(2)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(2)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); + +vbarr(:, p.T + 1) = p.B*(p.wbar + (1 + rlr).*svbarr(:,1)).^(1 - p.sigma)/(1 - p.sigma); + + +for t = p.T : -1 : 1 + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + At = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + [~, ~, ~, ~, vr(:,t)] = solveh(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', At, Y, znow); + + % Solve discrete choice problem of housing + + At = svh(:,1); + Y = p.lambdat(t)*svh(:,5).*svh(:,6); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat*p.no*p.nt*p.nh, 1)), p.ne, 1); % index of z in (a, omega, theta, h, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.nat*p.no*p.nt, 1)), p.nz*p.ne, 1); % index of h in (a, omega, theta, h, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.nat*p.no, 1)), p.nh*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, z, e) space for owners + + + [~, ~, ~, ~, vh(:,t)] = solveh(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', At, Y, znow, hnow, tnow); + + % We need to interpolate to calculate the expected value before the delta shocks are realized, but after the z,e shocks are realized + + Vhinterp = griddedInterpolant({p.atgrid, (1: 1:p.no*p.nt*p.nh*p.nz*p.ne)'}, reshape(vh(:, t), p.nat, p.no*p.nt*p.nh*p.nz*p.ne), intmeth, 'linear'); + Vrinterp = griddedInterpolant({p.atgrid, (1: 1: p.nz*p.ne)'}, reshape(vr(:, t), p.nat, p.nz*p.ne), intmeth, 'linear'); + + + % Compute expected value and update vbar + + % 1. Step 1: integrate delta shocks by interpolate value of home and rent (which are functions of atilde) + + vhtemp = p.pidelta(1)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(1)*svht(:, 4), ind3h) + p.pidelta(2)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(2)*svht(:, 4), ind3h); + + vrtemp = Vrinterp((1 + interest(svrt(:,1), p)).*svrt(:,1), ind3r); + + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh, Fzz}, vhtemp((i - 1)*p.na*p.no*p.nt*p.nh*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nz)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vrtemp((i - 1)*p.na*p.nz + 1 : i*p.na*p.nz)); + + end + +end + + + +simulate +simulate_liquidity diff --git a/42/replication_package/model_replication/Main Moving/start_calibration.m b/42/replication_package/model_replication/Main Moving/start_calibration.m new file mode 100644 index 0000000000000000000000000000000000000000..935ba30da0256fc745725bb02436f77b4a9206dd --- /dev/null +++ b/42/replication_package/model_replication/Main Moving/start_calibration.m @@ -0,0 +1,68 @@ +clear; +clc; + +format short g + +p.beta = 0.985844; +p.alpha = 0.793136; +p.R = 0.013439; +p.phi = 1.010159; % productivity non-market +p.F0m = 0.012354; % fixed cost of refinancing +p.B = 10.300415; % bequest motive +p.r1 = 0.641467; +p.r2 = 7.300151; +p.rh = (1 + 0.014341)^(1/4) - 1; % upper bound on liquid rate +p.rr = 0.899175; +p.hr = 0.011304; + +x = [p.beta; p.alpha; p.R; p.phi; p.F0m; p.B; p.r1; p.r2; (1 + p.rh)^4 - 1; p.rr; p.hr]; + +lb = [0.984; 0.74; 0.0131; 0.96; 0.01; 10.0; 0.55; 6; 0.011; 0.85; 0.009]; +ub = [0.987; 0.84; 0.0137; 1.06; 0.02; 10.7; 0.75; 9; 0.017; 0.95; 0.013]; + +ftarget = @(x) objective(x); + +% ftarget(x) +% return + +switch 'fminsearch' + + case 'fminsearch' + + disp('fminsearch') + + options = optimset('fminsearch'); + options.Display = 'iter'; + options.TolX = 1e-4; + options.MaxFunEvals = 250; + + x = fminsearchbnd(ftarget, x, lb, ub, options); + + + case 'ga' + + disp('ga') + gaoptions = gaoptimset('Display', 'off','UseParallel', 'always', 'InitialPopulation', x'); + x = ga(@(x)ftarget(x), size(x, 1), [], [], [], [], lb, ub, [], gaoptions); + + + case 'particleswarm' + + disp('particleswarm') + + options = optimoptions('particleswarm', 'Display', 'off', 'MaxTime', 10000, 'UseParallel', true, 'InitialSwarm', x', 'SwarmSize', 200); + + x = particleswarm(ftarget, numel(x), lb', ub', options); %this function complains if I give it a structure as input + + + case 'patternsearch' + disp('patternsearch') + + options = optimoptions('patternsearch','Display','off', 'UseParallel', true); + + x = patternsearch(ftarget, x, [], [], [], [], lb, ub, [], options); + +end + +x = x(:); + diff --git a/42/replication_package/model_replication/Main Moving/start_new.m b/42/replication_package/model_replication/Main Moving/start_new.m new file mode 100644 index 0000000000000000000000000000000000000000..4f96145ed4fbc59346b585c6764602e9d0865988 --- /dev/null +++ b/42/replication_package/model_replication/Main Moving/start_new.m @@ -0,0 +1,135 @@ + + +p.rm = []; +p.mbar = []; + +p.rmgrid = [p.rm0; p.rm1]; +p.Pgrid = [p.P0; p.P1]; +p.mbargrid = [p.mbar0; p.mbar1]; + +p.nr = 2; % number of possible mortgage contracts + + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.atgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.atgrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid); % grid for W functions: made r state variable an index (1, 2), or else doesn't respect monotonicity +swr = gridmake(p.lgrid, p.zgrid); + +svht = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svrt = gridmake(p.agrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nr*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + +ind3h = kron((1:1:p.no*p.nt*p.nh*p.nr*p.nz*p.ne)', ones(p.na, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind3r = kron((1:1: p.nz*p.ne)', ones(p.na, 1)); + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nr*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.nat*p.no*p.nt*p.nh*p.nr*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.nat*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nr*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nr*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + +cmaxh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amin); % c that implies a' = amin +cmaxr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amin); + +cminh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amax); % c that implies a' = amax +cminr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amax); + +cmaxh = repmat(cmaxh, p.no*p.nt*p.nh*p.nr*p.nz, 1); +cmaxr = repmat(cmaxr, p.nz, 1); + +cminh = repmat(cminh, p.no*p.nt*p.nh*p.nr*p.nz, 1); +cminr = repmat(cminr, p.nz, 1); + + +% Terminal value of bequests + +rlh = interest(svbarh(:,1), p); +rlr = interest(svbarr(:,1), p); + +beqh = (1 + rlh).*svbarh(:,1) + (1 - p.Fs).*p.Pgrid(p.nr)*svbarh(:,4) - svbarh(:,2).*svbarh(:,3).*(1 + p.rmgrid(svbarh(:,5))).*p.Pgrid(svbarh(:,5)).*svbarh(:,4); +beqr = (1 + rlr).*svbarr(:,1); + +vbarh(:, p.T + 1) = p.pidelta(1)*p.B*(p.wbar + beqh - p.delta(1).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma) + ... + p.pidelta(2)*p.B*(p.wbar + beqh - p.delta(2).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); + +vbarr(:, p.T + 1) = p.B*(p.wbar + beqr).^(1 - p.sigma)/(1 - p.sigma); + +for t = p.T : -1 : 1 + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + At = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + [~, ~, ~, ~, vr(:,t)] = solveh_new(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', At, Y, znow); + + + % Solve discrete choice problem of homeowners + + At = svh(:,1); + Y = p.lambdat(t)*svh(:,6).*svh(:,7); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat*p.no*p.nt*p.nh*p.nr, 1)), p.ne, 1); % index of z in (a, omega, theta, h, r, z, e) space for owners + rnow = repmat(kron((1: 1 : p.nr)', ones(p.nat*p.no*p.nt*p.nh, 1)), p.nz*p.ne, 1); % index of r in (a, omega, theta, h, r, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.nat*p.no*p.nt, 1)), p.nr*p.nz*p.ne, 1); % index of h in (a, omega, theta, h, r, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.nat*p.no, 1)), p.nh*p.nr*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, r, z, e) space for owners + + + [~, ~, ~, ~, vh(:,t)] = solveh_new(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', At, Y, znow, hnow, tnow, rnow); + + % We need to interpolate to calculate the expected value before the delta shocks are realized, but after the z,e shocks are realized + + Vhinterp = griddedInterpolant({p.atgrid, (1: 1:p.no*p.nt*p.nh*p.nr*p.nz*p.ne)'}, reshape(vh(:, t), p.nat, p.no*p.nt*p.nh*p.nr*p.nz*p.ne), intmeth, 'linear'); + Vrinterp = griddedInterpolant({p.atgrid, (1: 1: p.nz*p.ne)'}, reshape(vr(:, t), p.nat, p.nz*p.ne), intmeth, 'linear'); + + + % Compute expected value and update vbar + + % 1. Step 1: integrate delta shocks by interpolate value of home and rent (which are functions of atilde) + + vhtemp = p.pidelta(1)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(1)*svht(:, 4), ind3h) + p.pidelta(2)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(2)*svht(:, 4), ind3h); + + vrtemp = Vrinterp((1 + interest(svrt(:,1), p)).*svrt(:,1), ind3r); + + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh*p.nr, Fzz}, vhtemp((i - 1)*p.na*p.no*p.nt*p.nh*p.nr*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nr*p.nz)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vrtemp((i - 1)*p.na*p.nz + 1 : i*p.na*p.nz)); + + end + +end + + + diff --git a/42/replication_package/model_replication/Main Moving/understand.m b/42/replication_package/model_replication/Main Moving/understand.m new file mode 100644 index 0000000000000000000000000000000000000000..6210450db250369e1f83a319566d740045c5c0c4 --- /dev/null +++ b/42/replication_package/model_replication/Main Moving/understand.m @@ -0,0 +1,91 @@ +clc +%{ +ind = 558; +initage = 150; + +dVc = (squeeze(Vallcsim(ind, 4, initage, 1 : S) - Vallcsim(ind, 5, initage, 1 : S)))./squeeze(Ccsim(ind, initage, 1 : S).^(-p.sigma)); +dV = squeeze( Vallsim(ind, 4, initage, 1 : S) - Vallsim(ind, 5, initage, 1 : S))./squeeze(Csim(ind, initage, 1 : S).^(-p.sigma)); + +Pc = squeeze(Pallcsim(ind, 4, initage, 1 : S)); +P = squeeze( Pallsim(ind, 4, initage, 1 : S)); + +Ac = squeeze(Acsim(ind, initage, 1 : S)); +A = squeeze( Asim(ind, initage, 1 : S)); + +LTVc = squeeze(Thcsim(ind, initage, 1 : S).*Ocsim(ind, initage, 1 : S)); +LTV = squeeze( Thsim(ind, initage, 1 : S).* Osim(ind, initage, 1 : S)); + +Y = squeeze( Ysim(ind, initage, 1 : S)); + +Hc = squeeze( Hcsim(ind, initage, 1 : S)); +H = squeeze( Hsim(ind, initage, 1 : S)); + +Cc = squeeze( Ccsim(ind, initage, 1 : S)); +C = squeeze( Csim(ind, initage, 1 : S)); + + + +Sav = p.thetam.*H(2).*(p.mbar0 - p.mbar1); + +fprintf('\n') +fprintf('\n') +fprintf('Savings if refinance in period 2: quarterly, PV at old rm = %9.3f %9.3f \n', [Sav, Sav*(1 - (1 + p.rm0)^(-p.D))/p.rm0]); + +fprintf('\n') +fprintf('\n') +fprintf('%s %s \n', [' Date', ' Gains from Refi', ' Prob Refi', ' Liq Asst', ' LTV', ' House Size', ' Income', ' Consumption']) +fprintf('\n') +fprintf('\n') +fprintf('\t%d %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f \n', [(1 : 1 : S)', dVc, dV, Pc, P, Ac, A, LTVc, LTV, Hc, H, Y, Cc, C, ]') +fprintf('\n') +fprintf('\n') + +%} + +% People who absent utility cost would benefit from refinance + +time = 2; + +% Absent Rate Drop + +borr = Hsim(:, :, time) > 0 & Osim(:, :, time) > 0; + +good = Hsim(:, :, time) > 0 & Osim(:, :, time) > 0 & squeeze((Vallsim(:, 4, :, time) > max(Vallsim(:, [1, 2, 3, 5], :, time), [], 2)) ); + +Vother = squeeze(max(Vallsim(:, [1, 2, 3, 5], :, time), [], 2)); +Vrefi = squeeze(Vallsim(:, 4, :, time)); +Vgap = (Vrefi - Vother)./Csim(:, :, time).^(-p.sigma); +Prefi = squeeze(Pallsim(:, 4, :, time)); +Refi = squeeze(Dsim(:, :, time) == 4); + + + +% After Rate Drop + +borrc = Hcsim(:, :, time) > 0 & Ocsim(:, :, time) > 0; + +goodc = Hcsim(:, :, time) > 0 & Ocsim(:, :, time) > 0 & squeeze((Vallcsim(:, 4, :, time) > max(Vallcsim(:, [1, 2, 3, 5], :, time), [], 2)) ); + +Votherc = squeeze(max(Vallcsim(:, [1, 2, 3, 5], :, time), [], 2)); +Vrefic = squeeze(Vallcsim(:, 4, :, time)); +Vgapc = (Vrefic - Votherc)./Ccsim(:, :, time).^(-p.sigma); +Prefic = squeeze(Pallcsim(:, 4, :, time)); +Refic = squeeze(Dcsim(:, :, time) == 4); + +fprintf('\n') +fprintf('Fraction borrowers that truly benefit from refinance = %9.3f %9.3f\n', [sum(good(:))/sum(borr(:)), sum(goodc(:))/sum(borrc(:))]); +fprintf('Mean gains (units of c) of those that benefit = %9.3f %9.3f\n', [mean(Vgap(good)), mean(Vgapc(goodc))]); +fprintf('Proportion of those that benefit who refinance = %9.3f %9.3f\n', [mean(Refi(good)), mean(Refic(goodc))]); + + +% Naive measure of benefit from refinancing: +% Is PV of savings (discounted at old rate) above the cost of borrowing + +PVgains = Osim(:,:, time).*Thsim(:, :, time).*Hsim(:, :, time).*((p.mbar0 - p.mbar1)*(1 - (1 + p.rm0)^(-p.D))/p.rm0 - p.F1m) - p.F0m; + +goodc = PVgains > 0; +fprintf('\n') + +fprintf('Fraction borrowers that naively benefit from refinance = %9.3f\n', sum(goodc(:))/sum(borrc(:))); +fprintf('Mean gains (PV savings) of those that benefit = %9.3f\n', mean(PVgains(goodc))); +fprintf('Proportion of those that benefit who refinance = %9.3f\n', mean(Refic(goodc))); diff --git a/42/replication_package/model_replication/Main Moving/vec.m b/42/replication_package/model_replication/Main Moving/vec.m new file mode 100644 index 0000000000000000000000000000000000000000..b979fb42e34c27aebf07fa2dc3437ae650f79efe --- /dev/null +++ b/42/replication_package/model_replication/Main Moving/vec.m @@ -0,0 +1,3 @@ +function y = vec(x) + +y = x(:); \ No newline at end of file diff --git a/42/replication_package/model_replication/Main Moving/wfunc.m b/42/replication_package/model_replication/Main Moving/wfunc.m new file mode 100644 index 0000000000000000000000000000000000000000..2d3afefcae58a2425a33b17cdea93a89c5e726df --- /dev/null +++ b/42/replication_package/model_replication/Main Moving/wfunc.m @@ -0,0 +1,19 @@ +function v = wfunc(c, s, ind2, EV, p, type) + + +[~, aprime] = savings(c, s, p, type); + + +if strcmp(type, 'h') + +v = c.^(1 - p.sigma)/(1 - p.sigma) + p.alpha*s(:,4).^(1 - p.sigma)/(1 - p.sigma) - ... + p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*c.^(-p.sigma*(1 + 1/p.gamma)) + p.beta*EV(aprime, ind2); + +else + +v = (1 + p.alpha^(1/p.sigma)*p.R^(1 - 1/p.sigma))*c.^(1 - p.sigma)/(1 - p.sigma) - ... + p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*c.^(-p.sigma*(1 + 1/p.gamma)) + p.beta*EV(aprime, ind2); + +end + + diff --git a/42/replication_package/model_replication/Main Moving/wprctile.m b/42/replication_package/model_replication/Main Moving/wprctile.m new file mode 100644 index 0000000000000000000000000000000000000000..10cd9b35a60450821315b9d60706a9048a8806e5 --- /dev/null +++ b/42/replication_package/model_replication/Main Moving/wprctile.m @@ -0,0 +1,195 @@ +function y = wprctile(X,p,varargin) +%WPRCTILE Returns weighted percentiles of a sample with six algorithms. +% The idea is to give more emphasis in some examples of data as compared to +% others by giving more weight. For example, we could give lower weights to +% the outliers. The motivation to write this function is to compute percentiles +% for Monte Carlo simulations where some simulations are very bad (in terms of +% goodness of fit between simulated and actual value) than the others and to +% give the lower weights based on some goodness of fit criteria. +% +% USAGE: +% y = WPRCTILE(X,p) +% y = WPRCTILE(X,p,w) +% y = WPRCTILE(X,p,w,type) +% +% INPUT: +% X - vector or matrix of the sample data +% p - scalar or a vector of percent values between 0 and 100 +% +% w - positive weight vector for the sample data. Length of w must be +% equal to either number of rows or columns of X. If X is matrix, same +% weight vector w is used for all columns (DIM=1)or for all rows +% (DIM=2). If the weights are equal, then WPRCTILE is same as PRCTILE. +% +% type - an integer between 4 and 9 selecting one of the 6 quantile algorithms. +% Type 4: p(k) = k/n. That is, linear interpolation of the empirical cdf. +% Type 5: p(k) = (k-0.5)/n. That is a piecewise linear function where +% the knots are the values midway through the steps of the +% empirical cdf. This is popular amongst hydrologists. (default) +% PRCTILE also uses this formula. +% Type 6: p(k) = k/(n+1). Thus p(k) = E[F(x[k])]. +% This is used by Minitab and by SPSS. +% Type 7: p(k) = (k-1)/(n-1). In this case, p(k) = mode[F(x[k])]. +% This is used by S. +% Type 8: p(k) = (k-1/3)/(n+1/3). Then p(k) =~ median[F(x[k])]. +% The resulting quantile estimates are approximately +% median-unbiased regardless of the distribution of x. +% Type 9: p(k) = (k-3/8)/(n+1/4). The resulting quantile estimates are +% approximately unbiased for the expected order statistics +% if x is normally distributed. +% +% Interpolating between the points pk and X(k) gives the sample +% quantile. Here pk is plotting position and X(k) is order statistics of +% x such that x(k)< x(k+1) < x(k+2)... +% +% OUTPUT: +% y - percentiles of the values in X +% When X is a vector, y is the same size as p, and y(i) contains the +% P(i)-th percentile. +% When X is a matrix, WPRCTILE calculates percentiles along dimension DIM +% which is based on: if size(X,1) == length(w), DIM = 1; +% elseif size(X,2) == length(w), DIM = 2; +% +% EXAMPLES: +% w = rand(1000,1); +% y = wprctile(x,[2.5 25 50 75 97.5],w,5); +% % here if the size of x is 1000-by-50, then y will be size of 6-by-50 +% % if x is 50-by-1000, then y will be of the size of 50-by-6 +% +% Please note that this version of WPRCTILE will not work with NaNs values and +% planned to update in near future to handle NaNs values as missing values. +% +% References: Rob J. Hyndman and Yanan Fan, 1996, Sample Quantiles in Statistical +% Package, The American Statistician, 50, 4. +% +% HISTORY: +% version 1.0.0, Release 2007/10/16: Initial release +% version 1.1.0, Release 2008/04/02: Implementation of other 5 algorithms and +% other minor improvements of code +% +% +% I appreciate the bug reports and suggestions. +% See also: PRCTILE (Statistical Toolbox) + +% Author: Durga Lal Shrestha +% UNESCO-IHE Institute for Water Education, Delft, The Netherlands +% eMail: durgals@hotmail.com +% Website: http://www.hi.ihe.nl/durgalal/index.htm +% Copyright 2004-2007 Durga Lal Shrestha. +% $First created: 16-Oct-2007 +% $Revision: 1.1.0 $ $Date: 02-Apr-2008 13:40:29 $ + +% *********************************************************************** + +%% Input arguments check + +% error(nargchk(2,4,nargin)) +% if ~isvector(p) || numel(p) == 0 +% error('wprctile:BadPercents', ... +% 'P must be a scalar or a non-empty vector.'); +% elseif any(p < 0 | p > 100) || ~isreal(p) +% error('wprctile:BadPercents', ... +% 'P must take real values between 0 and 100'); +% end +% if ndims(X)>2 +% error('wprctile:InvalidNumberofDimensions','X Must be 2D.') +% end + + +% Default weight vector +if isvector(X) + w = ones(length(X),1); +else + w = ones(size(X,1),1); % works as dimension 1 +end +type = 5; + +if nargin > 2 + if ~isempty(varargin{1}) + w = varargin{1}; % weight vector + end + if nargin >3 + type = varargin{2}; % type to compute quantile + end +end + +if ~isvector(w)|| any(w<0) + error('wprctile:InvalidWeight', ... + 'w must vecor and values should be greater than 0'); +end + +% Check if there are NaN in any of the input +nans = isnan(X); +if any(nans(:)) || any(isnan(p))|| any(isnan(w)) + error('wprctile:NaNsInput',['This version of WPRCTILE will not work with ' ... + 'NaNs values in any input and planned to update in near future to ' ... + 'handle NaNs values as missing values.']); +end +%% Figure out which dimension WPRCTILE will work along using weight vector w + +n = length(w); +[nrows, ncols] = size(X); +if nrows==n + dim = 1; +elseif ncols==n + dim = 2; +else + error('wprctile:InvalidDimension', ... + 'length of w must be equal to either number of rows or columns of X'); +end + +%% Work along DIM = 1 i.e. columswise, convert back later if needed using tflag + +tflag = false; % flag to note transpose +if dim==2 + X = X'; + tflag = true; +end +ncols = size(X,2); +np = length(p); +y = zeros(np,ncols); + +% Change w to column vector +w = w(:); + +% normalise weight vector such that sum of the weight vector equals to n +w = w*n/sum(w); + +%% Work on each column separately because of weight vector + +for i=1:ncols + [sortedX, ind] = sort(X(:,i)); % sort the data + sortedW = w(ind); % rearrange the weight according to ind + k = cumsum(sortedW); % cumulative weight + switch type % different algorithm to compute percentile + case 4 + pk = k/n; + case 5 + pk = (k-sortedW/2)/n; + case 6 + pk = k/(n+1); + case 7 + pk = (k-sortedW)/(n-1); + case 8 + pk = (k-sortedW/3)/(n+1/3); + case 9 + pk = (k-sortedW*3/8)/(n+1/4); + otherwise + error('wprctile:InvalidType', ... + 'Integer to select one of the six quantile algorithm should be between 4 to 9.') + end + + % to avoid NaN for outside the range, the minimum or maximum values in X are + % assigned to percentiles for percent values outside that range. + q = [0;pk;1]; + xx = [sortedX(1); sortedX; sortedX(end)]; + + % Interpolation between q and xx for given value of p + y(:,i) = interp1q(q,xx,p(:)./100); +end + +%% Transpose data back for DIM = 2 to the orginal dimension of X +% if p is row vector and X is vector then return y as row vector +if tflag || (min(size(X))==1 && size(p,1)==1) + y=y'; +end \ No newline at end of file diff --git a/42/replication_package/model_replication/Main no home production/binned_plot.m b/42/replication_package/model_replication/Main no home production/binned_plot.m new file mode 100644 index 0000000000000000000000000000000000000000..20128809df75feb0ca5e47ce1bce4356c78f3d5a --- /dev/null +++ b/42/replication_package/model_replication/Main no home production/binned_plot.m @@ -0,0 +1,283 @@ + +function [x_med_out,y_med,y_low,y_high] = binned_plot(x,y,varargin) +% BINNED_PLOT binned scatter plot +% +% BINNED_PLOT(X,Y) splits vector X into bins of aproximately equal size, +% and plots each median against the median of the corresponding Y-values, +% as well as their inter-quartile range. X and Y must have the same +% number of rows or columns. +% +% BINNED_PLOT(X,Y,NUM_BINS) also specifies the (maximum) number of bins. +% +% +% [X_MED,Y_MED,Y_LOW,Y_HIGH] = BINNED_PLOT(...) returns the median of the +% X-bin, the median, lower and upper quartile of the corresponding Y-values +% +% Additional properties can be set as attribute-value pairs: +% - 'y_range' : specifies the width of the Y-band (range 0 .. 0.5; +% e.g., 0.5 plots the range between maxima and minima); +% default: 0.25 +% - 'y_mean_std' : plot means and standard deviations instead of medians +% and quartiles ['on','off'] +% - 'style' : plotting style (same options as in plot command) +% - 'density' : transparency corresponds to the number of points in +% the shaded area ['on','off'] +% - 'transparency' : transparency of filled range (for non-density plots) +% - 'transparency_min': minimum transparency of filled range (for density plots) +% - 'transparency_max': maximum transparency of filled range (for density plots) +% +% +% Example: +% x=0:0.1:20; +% y=[sin(x); cos(x)] + randn(2,201); +% binned_plot(x,y) +% + +% Stefan Schroedl +% 04/07/2008 + +optargin = size(varargin,2); +stdargin = nargin - optargin; + +if (stdargin<2) + error('at least two arguments required') +end + + +% defaults for optional arguments +num_bins = []; +y_range = []; +style = []; +y_mean_std = 0; +transparency = 0.1; +transparency_max = 0.6; +transparency_min = 0.1; +density_transparency = 0; + +% parse optional arguments +i=1; +while (i <= optargin) + if (i==1 && isnumeric(varargin{i})) + num_bins = varargin{i}; % interpret as number of bins + i = i + 1; + elseif (strcmp(varargin{i},'style') && i < optargin) + style = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'y_range') && i < optargin) + y_range = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'transparency') && i < optargin) + transparency = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'transparency_max') && i < optargin) + transparency_max = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'transparency_min') && i < optargin) + transparency_min = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'y_mean_std') && i < optargin) + if (strcmp(varargin{i+1},'on')) + y_mean_std = 1; + elseif (strcmp(varargin{i+1},'off')) + y_mean_std = 0; + else + error('unrecognized option for y_mean_std, should be [on/off]'); + end + i = i + 2; + elseif (strcmp(varargin{i},'density') && i < optargin) + if (strcmp(varargin{i+1},'on')) + density_transparency = 1; + elseif (strcmp(varargin{i+1},'off')) + density_transparency = 0; + else + error('unrecognized option for density, should be [on/off]'); + end + i = i + 2; + elseif (ischar(varargin{i})) + error('unrecognized attribute: %s', varargin{i}); + else + error('at most three arguments expected'); + end +end + +if (transparency_min >= transparency_max) + error('transparency_min should be smaller than transparency_max'); +end + +% determine input matrix sizes +[nx,mx] = size(x); +[ny,my] = size(y); + +if nx > 1 && mx > 1 + error('first argument must be a vector'); +end + +% adjust matrices to be column vectors + +if mx>1 + % transpose + x = x(:); + nx = mx; + mx = 1; +end + +if my == nx + % transpose + y = y'; + [ny,my] = size(y); +else + if ny ~= nx + error('first and second arguments must have either same number of rows or columns'); + end +end + + +if isempty(num_bins) + num_bins = max( min(length(x),3), floor(sqrt(length(x)-1))-1); % default heuristic for number of bins +else if ~isnumeric(num_bins) + db error('third argument num_bins must be numeric'); + end +end + +if isempty(y_range) + y_range = 0.25; % default: quartile +end + +if isempty(style) + style = ''; % no style specified +end + +% determine colors and markers +colors = repmat('b',1,my); +noColSpec = cell(1,my); +for i=1:my + [colors(i),noColSpec{i}] = getColorSpec(style,i); +end + +% x quantiles +qvals = 0:(1/num_bins):(1-1/num_bins); +x_quant = quantile(x,[qvals 1]); + +% remove identical bins +x_quant = sort(unique(x_quant)); + +% due to interpolation, some bins can still be empty +x_quant2 = x_quant; +x_quant = x_quant(1); +count_bin = length(find(x>x_quant2(1))); +for i=2:length(x_quant2) + count_bin2 = length(find(x>x_quant2(i))); + if count_bin2 ~= count_bin + x_quant = [x_quant x_quant2(i)]; + end + count_bin = count_bin2; +end + +% preallocate outputs +x_med = zeros(length(x_quant)-1,1); +y_med = zeros(length(x_quant)-1,my); +y_low = zeros(length(x_quant)-1,my); +y_high = zeros(length(x_quant)-1,my); + +% desired y range + +for i = 1:length(x_quant)-1 + idx = x >= x_quant(i) & (x < x_quant(i+1)); + if (~y_mean_std) + + q = quantile(y(idx,:),[0.5-y_range 0.5 0.5 + y_range]); + % hack for quantile output dim + if my == 1 + q = q'; + end + y_low(i,:) = q(1,:); + y_med(i,:) = q(2,:); + y_high(i,:) = q(3,:); + x_med(i) = median(x(idx)); + else + % use mean and std dev + m = mean(y(idx,:)); + s = std(y(idx,:)); + y_med(i,:) = m; + y_low(i,:) = m-s; + y_high(i,:) = m+s; + x_med(i) = mean(x(idx)); + end +end + +if (nargout == 0) + hold_mode = ishold; + x_min = x_quant(1); + x_max = x_quant(end); + for i=1:my + inner_spec = strcat(colors(i), noColSpec{i}); + + if(~density_transparency) + % fill between quartiles + xpoints=[x_min; x_med; x_max; x_max; flipud(x_med); x_min ]; + ypoints=[y_high([ 1 1:end end],i); flipud(y_low([1 1:end end],i)) ]; + fillhandle=fill(xpoints,ypoints,colors(i)); + set(fillhandle,'EdgeColor',colors(i),'FaceAlpha',transparency,'EdgeAlpha',transparency); %set transparency + else + % precompute trapezoids, areas + xpoints = zeros(4,length(x_med)+1); + ypoints = zeros(4,length(x_med)+1); + area_fill = zeros(1,length(x_med)+1); + + xpoints(:,1) = [x_min; x_med(1); x_med(1); x_min]; + ypoints(:,1) = [y_high(1,i); y_high(1,i); y_low(1,i); y_low(1,i)]; + area_fill(1) = (xpoints(2,1)-xpoints(1,1))*(ypoints(1,1)-ypoints(4,1)+ypoints(2,1)-ypoints(3,1))/2; + + for j=1:(length(x_med)-1) + xpoints(:,j+1) = [x_med(j); x_med(j+1); x_med(j+1); x_med(j)]; + ypoints(:,j+1) = [y_high(j,i); y_high(j+1,i); y_low(j+1,i); y_low(j,i)]; + area_fill(j+1) = (xpoints(2,j+1)-xpoints(1,j+1))*(ypoints(1,j+1)-ypoints(4,j+1)+ypoints(2,j+1)-ypoints(3,j+1))/2; + end + + xpoints(:,end) = [x_med(end); x_max; x_max; x_med(end)]; + ypoints(:,end) = [y_high(end,i); y_high(end,i); y_low(end,i); y_low(end,i)]; + area_fill(end) = (xpoints(2,end)-xpoints(1,end))*(ypoints(1,end)-ypoints(4,end)+ypoints(2,end)-ypoints(3,end))/2; + + area_max = max(area_fill); + area_min = min(area_fill); + area_range = area_max - area_min; + if (area_range == 0) + area_range = 1; + end + transparency_range = transparency_max - transparency_min; + % scale transparency according to density (i.e., inversely + % proportional to trapezoid area) + transp_mod = transparency_max - (area_fill - area_min) .* transparency_range ./ area_range; + for j=1:(length(x_med)+1) + fillhandle=fill(xpoints(:,j),ypoints(:,j),colors(i),'LineStyle','none'); + hold on; + set(fillhandle,'EdgeColor',colors(i),'FaceAlpha',transp_mod(j),'EdgeAlpha',transp_mod(j)); % set transparency + end + end + % plot median line + hold on; + plot(x_med,y_med(:,i),inner_spec); + end + + % restore old hold mode + if hold_mode == 0 + hold off; + end +else + x_med_out = x_med; +end + +% auxiliary function to retrieve color specification (if any) and remainder +function [color,noColSpec] = getColorSpec(s,i) +colors = 'bgrcmykw'; +color=colors(mod(i-1,8) + 1); % default color cycle +noColSpec = '-'; % default line style +if (~isempty(s)) + idx=ismember(s,colors); + if any(~idx) + noColSpec=s(~idx); + end + if any(idx) + color=s(idx(1)); + end +end diff --git a/42/replication_package/model_replication/Main no home production/findtransfer.m b/42/replication_package/model_replication/Main no home production/findtransfer.m new file mode 100644 index 0000000000000000000000000000000000000000..6d6ddcbdd81c2105defa6003af3228d601bcdce8 --- /dev/null +++ b/42/replication_package/model_replication/Main no home production/findtransfer.m @@ -0,0 +1,4 @@ +function y = findtransfer(a, rhs, p) + + +y = (1 + interest(a, p)).*a - rhs; \ No newline at end of file diff --git a/42/replication_package/model_replication/Main no home production/fminsearchbnd.m b/42/replication_package/model_replication/Main no home production/fminsearchbnd.m new file mode 100644 index 0000000000000000000000000000000000000000..0448eae0f278145737a4c58ef211062d09896afc --- /dev/null +++ b/42/replication_package/model_replication/Main no home production/fminsearchbnd.m @@ -0,0 +1,307 @@ +function [x,fval,exitflag,output] = fminsearchbnd(fun,x0,LB,UB,options,varargin) +% FMINSEARCHBND: FMINSEARCH, but with bound constraints by transformation +% usage: x=FMINSEARCHBND(fun,x0) +% usage: x=FMINSEARCHBND(fun,x0,LB) +% usage: x=FMINSEARCHBND(fun,x0,LB,UB) +% usage: x=FMINSEARCHBND(fun,x0,LB,UB,options) +% usage: x=FMINSEARCHBND(fun,x0,LB,UB,options,p1,p2,...) +% usage: [x,fval,exitflag,output]=FMINSEARCHBND(fun,x0,...) +% +% arguments: +% fun, x0, options - see the help for FMINSEARCH +% +% LB - lower bound vector or array, must be the same size as x0 +% +% If no lower bounds exist for one of the variables, then +% supply -inf for that variable. +% +% If no lower bounds at all, then LB may be left empty. +% +% Variables may be fixed in value by setting the corresponding +% lower and upper bounds to exactly the same value. +% +% UB - upper bound vector or array, must be the same size as x0 +% +% If no upper bounds exist for one of the variables, then +% supply +inf for that variable. +% +% If no upper bounds at all, then UB may be left empty. +% +% Variables may be fixed in value by setting the corresponding +% lower and upper bounds to exactly the same value. +% +% Notes: +% +% If options is supplied, then TolX will apply to the transformed +% variables. All other FMINSEARCH parameters should be unaffected. +% +% Variables which are constrained by both a lower and an upper +% bound will use a sin transformation. Those constrained by +% only a lower or an upper bound will use a quadratic +% transformation, and unconstrained variables will be left alone. +% +% Variables may be fixed by setting their respective bounds equal. +% In this case, the problem will be reduced in size for FMINSEARCH. +% +% The bounds are inclusive inequalities, which admit the +% boundary values themselves, but will not permit ANY function +% evaluations outside the bounds. These constraints are strictly +% followed. +% +% If your problem has an EXCLUSIVE (strict) constraint which will +% not admit evaluation at the bound itself, then you must provide +% a slightly offset bound. An example of this is a function which +% contains the log of one of its parameters. If you constrain the +% variable to have a lower bound of zero, then FMINSEARCHBND may +% try to evaluate the function exactly at zero. +% +% +% Example usage: +% rosen = @(x) (1-x(1)).^2 + 105*(x(2)-x(1).^2).^2; +% +% fminsearch(rosen,[3 3]) % unconstrained +% ans = +% 1.0000 1.0000 +% +% fminsearchbnd(rosen,[3 3],[2 2],[]) % constrained +% ans = +% 2.0000 4.0000 +% +% See test_main.m for other examples of use. +% +% +% See also: fminsearch, fminspleas +% +% +% Author: John D'Errico +% E-mail: woodchips@rochester.rr.com +% Release: 4 +% Release date: 7/23/06 + +% size checks +xsize = size(x0); +x0 = x0(:); +n=length(x0); + +if (nargin<3) || isempty(LB) + LB = repmat(-inf,n,1); +else + LB = LB(:); +end +if (nargin<4) || isempty(UB) + UB = repmat(inf,n,1); +else + UB = UB(:); +end + +if (n~=length(LB)) || (n~=length(UB)) + error 'x0 is incompatible in size with either LB or UB.' +end + +% set default options if necessary +if (nargin<5) || isempty(options) + options = optimset('fminsearch'); +end + +% stuff into a struct to pass around +params.args = varargin; +params.LB = LB; +params.UB = UB; +params.fun = fun; +params.n = n; +% note that the number of parameters may actually vary if +% a user has chosen to fix one or more parameters +params.xsize = xsize; +params.OutputFcn = []; + +% 0 --> unconstrained variable +% 1 --> lower bound only +% 2 --> upper bound only +% 3 --> dual finite bounds +% 4 --> fixed variable +params.BoundClass = zeros(n,1); +for i=1:n + k = isfinite(LB(i)) + 2*isfinite(UB(i)); + params.BoundClass(i) = k; + if (k==3) && (LB(i)==UB(i)) + params.BoundClass(i) = 4; + end +end + +% transform starting values into their unconstrained +% surrogates. Check for infeasible starting guesses. +x0u = x0; +k=1; +for i = 1:n + switch params.BoundClass(i) + case 1 + % lower bound only + if x0(i)<=LB(i) + % infeasible starting value. Use bound. + x0u(k) = 0; + else + x0u(k) = sqrt(x0(i) - LB(i)); + end + + % increment k + k=k+1; + case 2 + % upper bound only + if x0(i)>=UB(i) + % infeasible starting value. use bound. + x0u(k) = 0; + else + x0u(k) = sqrt(UB(i) - x0(i)); + end + + % increment k + k=k+1; + case 3 + % lower and upper bounds + if x0(i)<=LB(i) + % infeasible starting value + x0u(k) = -pi/2; + elseif x0(i)>=UB(i) + % infeasible starting value + x0u(k) = pi/2; + else + x0u(k) = 2*(x0(i) - LB(i))/(UB(i)-LB(i)) - 1; + % shift by 2*pi to avoid problems at zero in fminsearch + % otherwise, the initial simplex is vanishingly small + x0u(k) = 2*pi+asin(max(-1,min(1,x0u(k)))); + end + + % increment k + k=k+1; + case 0 + % unconstrained variable. x0u(i) is set. + x0u(k) = x0(i); + + % increment k + k=k+1; + case 4 + % fixed variable. drop it before fminsearch sees it. + % k is not incremented for this variable. + end + +end +% if any of the unknowns were fixed, then we need to shorten +% x0u now. +if k<=n + x0u(k:n) = []; +end + +% were all the variables fixed? +if isempty(x0u) + % All variables were fixed. quit immediately, setting the + % appropriate parameters, then return. + + % undo the variable transformations into the original space + x = xtransform(x0u,params); + + % final reshape + x = reshape(x,xsize); + + % stuff fval with the final value + fval = feval(params.fun,x,params.args{:}); + + % fminsearchbnd was not called + exitflag = 0; + + output.iterations = 0; + output.funcCount = 1; + output.algorithm = 'fminsearch'; + output.message = 'All variables were held fixed by the applied bounds'; + + % return with no call at all to fminsearch + return +end + +% Check for an outputfcn. If there is any, then substitute my +% own wrapper function. +if ~isempty(options.OutputFcn) + params.OutputFcn = options.OutputFcn; + options.OutputFcn = @outfun_wrapper; +end + +% now we can call fminsearch, but with our own +% intra-objective function. +[xu,fval,exitflag,output] = fminsearch(@intrafun,x0u,options,params); + +% undo the variable transformations into the original space +x = xtransform(xu,params); + +% final reshape to make sure the result has the proper shape +x = reshape(x,xsize); + +% Use a nested function as the OutputFcn wrapper + function stop = outfun_wrapper(x,varargin); + % we need to transform x first + xtrans = xtransform(x,params); + + % then call the user supplied OutputFcn + stop = params.OutputFcn(xtrans,varargin{1:(end-1)}); + + end + +end % mainline end + +% ====================================== +% ========= begin subfunctions ========= +% ====================================== +function fval = intrafun(x,params) +% transform variables, then call original function + +% transform +xtrans = xtransform(x,params); + +% and call fun +fval = feval(params.fun,reshape(xtrans,params.xsize),params.args{:}); + +end % sub function intrafun end + +% ====================================== +function xtrans = xtransform(x,params) +% converts unconstrained variables into their original domains + +xtrans = zeros(params.xsize); +% k allows some variables to be fixed, thus dropped from the +% optimization. +k=1; +for i = 1:params.n + switch params.BoundClass(i) + case 1 + % lower bound only + xtrans(i) = params.LB(i) + x(k).^2; + + k=k+1; + case 2 + % upper bound only + xtrans(i) = params.UB(i) - x(k).^2; + + k=k+1; + case 3 + % lower and upper bounds + xtrans(i) = (sin(x(k))+1)/2; + xtrans(i) = xtrans(i)*(params.UB(i) - params.LB(i)) + params.LB(i); + % just in case of any floating point problems + xtrans(i) = max(params.LB(i),min(params.UB(i),xtrans(i))); + + k=k+1; + case 4 + % fixed variable, bounds are equal, set it at either bound + xtrans(i) = params.LB(i); + case 0 + % unconstrained variable. + xtrans(i) = x(k); + + k=k+1; + end +end + +end % sub function xtransform end + + + + + diff --git a/42/replication_package/model_replication/Main no home production/interest.m b/42/replication_package/model_replication/Main no home production/interest.m new file mode 100644 index 0000000000000000000000000000000000000000..a803c11bf639587df429cae019dec0baa5772085 --- /dev/null +++ b/42/replication_package/model_replication/Main no home production/interest.m @@ -0,0 +1,4 @@ +function rl = interest(A, p) + +rl = 1./(1 + exp(-p.r1*(A - p.r2)))*(p.rh - p.rl) + p.rl; + diff --git a/42/replication_package/model_replication/Main no home production/kronm.m b/42/replication_package/model_replication/Main no home production/kronm.m new file mode 100644 index 0000000000000000000000000000000000000000..37c3ef55e11a041e1c9332397e1f90c086a49983 --- /dev/null +++ b/42/replication_package/model_replication/Main no home production/kronm.m @@ -0,0 +1,113 @@ +function x = kronm(Q,x) + +% Fast Kronecker matrix multiplication, for both full and sparse matrices +% of any size. Never computes the actual Kronecker matrix and omits +% multiplication by identity matrices. +% y = kronm(Q,x) computes +% y = (Q{k} kron ... Q{2} kron Q{1})*x +% If Q contains only two matrices and x is a vector, the code uses the +% identity +% ( Q{2} kron Q{1} )*vec(X) = vec(Q{1}*X*Q{2}'), +% where vec(X)=x. If Q contains more than two matrices and/or if x has more +% than one column, the algorithm uses a generalized form of this identity. +% The idea of the algorithm is to see x as a multi-dimensional array and to +% apply the linear maps Q{i} separately for each dimension i. If Q contains +% just one matrix, the function returns the regular matrix product Q{1}*x. +% +% Inputs: +% Q: 1-by-k cell array containing k matrices of arbitrary size +% (can be sparse). Denote by R(i) the number of rows of Q{i}, and +% by C(i) the number of columns. Alternatively, Q{i} may also be +% a scalar qi. This is interpreted as the qi-by-qi identity +% matrix. Hand over identity matrices in this fashion for optimal +% performance. +% x: Matrix of size CC-by-m, where CC=C(1)*...*C(k). +% +% Output: Matrix of size RR-by-m, where RR=R(1)*...*R(k). +% +% +% Example: +% R = [60, 30, 20]; % Number of rows for matrices Q{1},Q{2},Q{3}. +% C = [55, 25, 15]; % Number of columns of matrices Q{i}. +% m = 5; % Number of columns of x. +% Q = cell(1,length(R)); % Create cell with sparse random matrices +% for i=1:length(R) % of density 0.05. +% Q{i} = sprand(R(i),C(i),0.05); +% end +% x = rand(prod(C),m); % Random matrix x with C(1)*C(2)*C(3) rows. +% y = kron(Q{3},kron(Q{2},Q{1}))*x; +% % Matlab's Kronecker multiplication... +% yy= kronm(Q,x); % and kronm... +% norm(y-yy) % ... give the same result up to +% % computational error. +% +% +% Version: 6-Oct-2015 +% Author: Matthias Kredler (Universidad Carlos III de Madrid) +% mkredler@eco.uc3m.es +% Acknowledgement: +% This code follows the same idea as 'kronmult' by Paul G. Constantine & +% David F. Gleich (Stanford, 2009). However, I avoid loops and allow for +% non-square inputs Q{i}. I have also included the special treatment for +% identity matrices. + +m = size(x,2); % Obtain number of columns in input. +k = length(Q); % Number of matrices in Q. +R = zeros(1,k); % Vector for number of rows of, +C = zeros(1,k); % Q-matrices and for number of columns. +comp = true(1,k); % Check if we have to multiply by Q{i}. +for i=1:k + if isscalar(Q{i}) % If input Q{i} is a scalar, don't + comp(i) = false; % have to multiply in this dimension. + R(i) = Q{i}; % Read in number of rows and columns. + C(i) = Q{i}; + else % Otherwise, read out size of the + [R(i),C(i)] = size(Q{i}); % matrix. + end +end + +xsiz = [C,m]; % Will constantly change dimension of x. + % xsiz is the current size, when x is + % reshaped to array of dim. + % C(1),C(2),...,C(k),m. + +if comp(1) % Start with first Kronecker product, + x = Q{1}*reshape(x,[C(1),prod(xsiz)/C(1)]); + % leave out if Q{i} is identity. + xsiz(1) = R(1); % Replace size of dimension 1. +end % (Don't do this in loop below --> save + % time on reshapes and permutes) +if k>1 && m==1 % If Q has just one element, we're done. + if comp(k) % If x was a column vector, do the last + x = reshape(x,[prod(xsiz)/C(k),C(k)]) *Q{k}' ; + xsiz(k) = R(k); % Kronecker product by matrix + end % post-multiplication to save time on + % reshapes and permutes. + loopTo = k-1; % Will only have to loop up to + % dimension k-1 below. +else % If x is a matrix, have to loop over + loopTo = k; % all dimensions. +end + +if k>2 || m>1 % Now loop over remaining dimensions, + x = reshape(x,xsiz); % inf any. Reshape x into an array of + for i=2:loopTo % dimension R(1),C(2),...,C(k)or R(k),m. + if comp(i) % If Q{i} is not identity: Create + dims = 1:k+1; % vector to re-shuffle dimensions. + dims(i) = []; % Put dimension i first (by permute), + dims = [i, dims]; %#ok % e.g. order [2,1,3,4,5] + % for i=2 and k=4. Turn off Matlab's + % warning for size change. + Xmat = reshape( permute(x,dims), [C(i), prod(xsiz)/C(i)] ); + % Then bring array into matrix with + Xmat = Q{i}*Xmat; % N(i) rows, ex: N(2)-by-N(1)*N(3)*... + % *N(4)*m and multiply by Q{i}. + xsiz(i) = R(i); % Changed dimensionality of x. + x = ipermute( reshape(Xmat,[R(i), xsiz(dims(2:k+1))]), dims ); + end % Reshape back to array, ex: to dim. + end % N(2),N(1),N(3),N(4),m, and inverse- + % permute to go back to orginal array, +end % ex: dim. N(1),N(2),N(3),N(4),m. + +x = reshape(x,[prod(R),m]); % Then give back result as matrix. + diff --git a/42/replication_package/model_replication/Main no home production/lookup1.m b/42/replication_package/model_replication/Main no home production/lookup1.m new file mode 100644 index 0000000000000000000000000000000000000000..b1505d4dd7ab85ad6022be69430658f336d97116 --- /dev/null +++ b/42/replication_package/model_replication/Main no home production/lookup1.m @@ -0,0 +1,71 @@ +% LOOKUP Performs a table lookup. +% USAGE +% ind=lookup(tabvals,x,endadj); +% INPUTS +% tabvals : a sorted vector of n values +% x : an array of values +% endadj : a optional endpoint adjustment: 0, 1, 2 or 3. +% OUTPUT +% ind : an array (same size as x) of indices from 1 to n +% +% Returns an array of size(x) with element (i,j) equal to +% max k: x(i,j)>=tabvals(k) +% +% Optional endpoint adjustments: +% 0: no adjustments +% 1: values of x < min(tabvals) will return +% length(tabvals=tabvals(1)) +% 2: values of x > max(tabvals) will return +% m-length(tabvals=tabvals(end)) +% 3: adjustments 1 and 2 will be performed +% +% With endadj=3 all the indices are between 1 and n-1 +% To find the nearest table value to each x use: +% ind = lookup(tabvals,x,3); +% ind = ind + (x-tabvals(ind) > tabvals(ind+1)-x); +% nearest = tabvals(ind); +% +% Coded in C. + +% Copyright (c) 1997-2000, Paul L. Fackler & Mario J. Miranda +% paul_fackler@ncsu.edu, miranda.4@osu.edu + +function ind=lookup(tabvals,x,endadj); + +global CompEcon_MEXwarned + +if isempty(CompEcon_MEXwarned) + disp('Warning: You are using the m-file version of a function that is coded as a C Mex file.') + disp(' Running this M file version may be significantly slower and more memory intensive.') + disp(' Use MEXALL to create the executable (MEX or DLL) and make sure it is on the MATLAB path.') + CompEcon_MEXwarned=1; +end + + +if nargin<2 + error('At least two parameters must be specified'); +end +if nargin<3 endadj=0; end +if isempty(endadj) endad=0; end + +n=prod(size(x)); +if min(size(tabvals))>1 + error('tabvals must be a vector'); +else + tabvals=tabvals(:); + if any(diff(tabvals)<0) + error('tabvals must be sorted in ascending order') + end +end +m=length(tabvals); +if endadj>=2, m=m-length(find(tabvals==tabvals(end))); end + +[temp,ind]=sort([tabvals(1:m); x(:)]); +temp=find(ind>m); +j=ind(temp)-m; +ind=reshape(temp-(1:n)',size(x)); +ind(j)=ind(:); + +if endadj==1 | endadj==3 + ind(ind==0)=length(find(tabvals==tabvals(1))); +end diff --git a/42/replication_package/model_replication/Main no home production/lookup1.mexa64 b/42/replication_package/model_replication/Main no home production/lookup1.mexa64 new file mode 100644 index 0000000000000000000000000000000000000000..d45b592990528cdf9bec076c8ebfa193adc36d52 Binary files /dev/null and b/42/replication_package/model_replication/Main no home production/lookup1.mexa64 differ diff --git a/42/replication_package/model_replication/Main no home production/lookup1.mexmaci64 b/42/replication_package/model_replication/Main no home production/lookup1.mexmaci64 new file mode 100644 index 0000000000000000000000000000000000000000..c355da46b986916252b3bd3c06ec513f8774efa1 Binary files /dev/null and b/42/replication_package/model_replication/Main no home production/lookup1.mexmaci64 differ diff --git a/42/replication_package/model_replication/Main no home production/lookup1.mexw32 b/42/replication_package/model_replication/Main no home production/lookup1.mexw32 new file mode 100644 index 0000000000000000000000000000000000000000..187dff29e1d7905d71b29ee4f986b9635bc5bc35 Binary files /dev/null and b/42/replication_package/model_replication/Main no home production/lookup1.mexw32 differ diff --git a/42/replication_package/model_replication/Main no home production/neldmead_bounds.m b/42/replication_package/model_replication/Main no home production/neldmead_bounds.m new file mode 100644 index 0000000000000000000000000000000000000000..a27a8bb8d0f4a14305b8a48091fccbee51ac77af --- /dev/null +++ b/42/replication_package/model_replication/Main no home production/neldmead_bounds.m @@ -0,0 +1,145 @@ +function x_opt = neldmead_bounds(func, x_init, x_min, x_max, varargin) +% [x_opt]=neldmead_bounds(func,x_init,x_min,x_max) +% minimizes f(x) such that x_min <= x_opt <= x_max. +% modified version of original by H.P. Gavin , Civil & Env'ntl Eng'g, Duke Univ. 21 January 2006 +% all i did is to make it readable for myself and exclude g(x) <0 +% constraint +% +% INPUT +% ====== +% func : the name of the function to be minimizes in the form y=func(x) +% x_init : the vector of initial parameter values ... a column vector +% x_min : minimum permissible values of the parameters, x +% x_max : maximum permissible values of the parameters, x +% +% OUTPUT +% ====== +% x_opt : a set of parameters at or near the optimal value + + + tol_x = 1e-4; % tolerance for convergence in x + tol_f = 1e-4; % tolerance for convergence in f + max_iter = 250; % maximum number of function evaluations + + +n = length(x_init); + +onesn = ones(1,n); +ot = 2:n+1; +on = 1:n; +function_count = 0; % the number of function evaluations + + +% Nelder-Mead constants +a_reflect = 2; a_expand = 1; a_contract = 0.5; a_shrink = 0.5; + +% Evaluate the initial guess and the range of allowable parameter variation + +x_init = min(max(x_init,x_min),x_max); + +[fv] = feval(func,x_init, varargin{:}); +if any(x_max == x_min) + error('error: x_max can not equal x_min for any parameter'); +end + +% Place input guess in the simplex! (credit L.Pfeffer at Stanford) +% Set up a simplex near the initial guess. + +p1 = .2; % originally .2 +p2 = .1; % originally .1 + +delta_x = min( p1*(1+abs(x_init)) , p2*(x_max-x_init).*(x_max~=x_init) ); +idx = find(delta_x == 0); +delta_x(idx) = -p2*(x_init(idx)-x_min(idx)); + +% --- initialization +simplex = x_init; +for j = 1:n + y = x_init; + y(j) = y(j) + delta_x(j); + x = min(max(y,x_min),x_max); + simplex = [simplex x]; %create simplex one by one + [f] = feval(func,x, varargin{:}); %evaluate function + fv = [fv f]; %record function values + +end + +% order the vertices in increasing order of fv +[fv,idx] = sort(fv); simplex = simplex(:,idx); +disp([simplex;fv]) + +iter=1; +while iter < max_iter % --- main loop + + change_x = max(max(abs(simplex(:,ot)-simplex(:,onesn)))); + change_f = max(abs(fv(1)-fv(ot))); + + if change_x < tol_x && change_f < tol_f + break; + end + + % One step of the Nelder-Mead simplex algorithm + + happy = 0; + +% reflect + vbar = (sum(simplex(:,on)')/n)'; % centroid of better vertices + vr = min(max(vbar + a_reflect*(vbar-simplex(:,n+1)),x_min),x_max); + [fr] = feval(func,vr, varargin{:}); + + + if ( fr >= fv(1) && fr < fv(n+1) ) + happy = 1; vk = vr; fk = fr; how = 'reflect'; + end + +% expand + if ( happy == 0 && fr < fv(1) ) + ve = min(max(vbar + a_expand*(vr-vbar),x_min),x_max); + [fe] = feval(func,ve, varargin{:}); + + function_count = function_count + 1; + if fe < fr + happy = 1; vk = ve; fk = fe; how = 'expand'; + else + happy = 1; vk = vr; fk = fr; how = 'reflect'; + end + end + +% contract + if ( happy == 0 && fr >= fv(n) ) + vc = min(max(vbar + a_contract*(vbar-simplex(:,n+1)),x_min),x_max); + [fc] = feval(func,vc, varargin{:}); + + + if fc < fv(n+1) + happy = 1; vk = vc; fk = fc; how = 'contract'; + end + end + +% if you have accepted a new point, replace the worst point (n+1) with it + + if ( happy == 1 ) + simplex(:,n+1) = vk; fv(n+1) = fk; + else + +% shrink + v1 = simplex(:,1); + for i=2:n+1 + vs = min(max(v1 + a_shrink*(simplex(:,i)-v1),x_min),x_max); + [fs] = feval(func,vs, varargin{:}); + + simplex(:,i) = vs; + fv(i) = fs; + end + + how = 'shrink'; + end + +% order the vertices in increasing order of fv + [fv,idx] = sort(fv); simplex = simplex(:,idx); + x_opt = simplex(:,1); + %fprintf('%4i %6.2e %6.2e\n',[iter,change_f,change_x]) + iter=iter+1; +end + + diff --git a/42/replication_package/model_replication/Main no home production/objective.m b/42/replication_package/model_replication/Main no home production/objective.m new file mode 100644 index 0000000000000000000000000000000000000000..94f328d937e85597640c977873fcb47262d0efaa --- /dev/null +++ b/42/replication_package/model_replication/Main no home production/objective.m @@ -0,0 +1,243 @@ +function err_mom = objective(x) + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',22); + +intmeth = 'linear'; +printr = 0; + +optset('bisect', 'tol', 1e-32); + +% Calibrated Parameters + +p.beta = x(1); % discount factor +p.alpha = x(2); % weight on housing in preferences +p.R = x(3); +p.F0m = x(4); % fixed cost of refinancing +p.B = x(5); +p.r1 = x(6); +p.r2 = x(7); % parameters governing shape of rl curve +p.rh = (1 + x(8))^(1/4) - 1; % interest rate + +% Assigned Parameters + +p.nu = 3; % parameter in exponential distribution + +p.phi = 1e-7; % productivity non-market + +p.pidelta = [0.975; 0.025]; % probability of expenditure shocks +p.delta = [0; 0.0625]; % expenditure shock, fraction of home (quarterly so divide by 4) + +p.rl = (1 - 0.028)^(1/4) - 1; % lower bound on liquid rate + +p.T = 61*4; % last period of life +p.D = 30*4; % maturity of mortgages + +p.sigma = 2; % CRRA +p.gamma = 1; % Frisch elasticity of non-market production + +p.rm = (1 + 0.025)^(1/4) - 1; % mortgage interest rate + +p.Fs = 0.06; % fixed cost of selling home +p.F1m = 0.005; % proportional cost of refinancing + +p.wbar = 1; % parameter governing luxuriousness of bequests + +p.thetam = 0.85; % maximum LTV +p.thetay = 0.214; % maximum PTI + +rhoz = 0.9908; +sz = 0.0761; +se = (1 - 0.55)^(1/2)*0.4869; % Krueger Perri (2011) show 55% of the variance of trans compon is measurement error so subtract + +time = (1 : 1 : p.T)'; +p.lambdat = exp(0.07982636 - 0.02322307 * (time/4 + 25) + 0.00105409 * (time/4 + 25).^2 - 0.00001028 * (time/4 + 25).^3); + +p.thetay = p.thetay*(1 - 0.3126./(1 + exp(18.629 - 0.3049*(time/4 + 25)))); + +p.mbar = p.rm/(1 - (1 + p.rm)^(-p.D)); % minimum payment required per 1 of initial debt + + +% Quality of Approximation + +p.na = 75; % number of nodes for liquid assets +p.nat = 75; % number of nodes for atilde = (1 + rl)*a - delta*h +p.nl = 75; % number of nodes for liquidity +p.no = 11; % number of nodes for omega (fraction of loan outstanding) +p.nt = 5; % number of possible initial LTV +p.nh = 7; % number of nodes for housing +p.nz = 9; % points for exogenous income z +p.ne = 3; + + +% Discretize Income Process + +[zgrid, Fzz] = rouwenhorst(rhoz, sz, p.nz); +zgrid = exp(zgrid'); +p.zgrid = zgrid; + +[Fz, d] = eigs(Fzz', 1, 'largestabs'); +Fz = Fz/sum(Fz); +Fz = full(Fz); % ergodic distribution of z + +[egrid, we] = qnwnorm(p.ne, 0, se^2); +egrid = exp(egrid); +p.egrid = egrid; + + +% Discretize other state variables + +amin = -0.4; +amax = 100; +p.agrid = amin + (amax - amin)*nodeunif(p.na, 0, 1).^2; + +omin = 0; +omax = 1; +p.ogrid = omin + (omax - omin)*nodeunif(p.no, 0, 1); + +tmin = 0.25; +tmax = p.thetam; % allow to cover fixed cost +p.tgrid = tmin + (tmax - tmin)*nodeunif(p.nt, 0, 1); + +hmin = 5; % minimum house size +hmax = 40; % maximum house size +p.hgrid = hmin + (hmax - hmin)*nodeunif(p.nh, 0, 1).^1.5; + +ymin = min(p.lambdat)*zgrid(1)*egrid(1); +ymax = max(p.lambdat)*zgrid(end)*egrid(end); + +lmin = 1e-3; % keep it reasonably negative so they know that's a bad state to find yourself in +lmax = 125; +p.lgrid = lmin + (lmax - lmin)*nodeunif(p.nl, 0, 1).^1.5; + +atmin = -p.delta(2)*hmax + (1 + p.rl)*amin; +atmax = (1 + p.rh)*amax; +p.atgrid = atmin + (atmax - atmin)*nodeunif(p.nat, 0, 1).^1.5; + + + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.atgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.atgrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for W functions +swr = gridmake(p.lgrid, p.zgrid); + +svht = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for computing intermediate value function (creier prajit) +svrt = gridmake(p.agrid, p.zgrid, p.egrid); + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + +ind3h = kron((1:1:p.no*p.nt*p.nh*p.nz*p.ne)', ones(p.na, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind3r = kron((1:1: p.nz*p.ne)', ones(p.na, 1)); + + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.nat*p.no*p.nt*p.nh*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.nat*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + +cmaxh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amin); % c that implies a' = amin +cmaxr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amin); + +cminh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amax); % c that implies a' = amax +cminr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amax); + +cmaxh = repmat(cmaxh, p.no*p.nt*p.nh*p.nz, 1); +cmaxr = repmat(cmaxr, p.nz, 1); + +cminh = repmat(cminh, p.no*p.nt*p.nh*p.nz, 1); +cminr = repmat(cminr, p.nz, 1); + + +% Terminal value of bequests + +rlh = interest(svbarh(:,1), p); +rlr = interest(svbarr(:,1), p); + +vbarh(:, p.T + 1) = p.pidelta(1)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(1)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma) + ... + p.pidelta(2)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(2)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); + +vbarr(:, p.T + 1) = p.B*(p.wbar + (1 + rlr).*svbarr(:,1)).^(1 - p.sigma)/(1 - p.sigma); + + +for t = p.T : -1 : 1 + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + At = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + [~, ~, ~, ~, vr(:,t)] = solveh(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', At, Y, znow); + + + % Solve discrete choice problem of housing + + At = svh(:,1); + Y = p.lambdat(t)*svh(:,5).*svh(:,6); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat*p.no*p.nt*p.nh, 1)), p.ne, 1); % index of z in (a, omega, theta, h, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.nat*p.no*p.nt, 1)), p.nz*p.ne, 1); % index of h in (a, omega, theta, h, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.nat*p.no, 1)), p.nh*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, z, e) space for owners + + + [~, ~, ~, ~, vh(:,t)] = solveh(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', At, Y, znow, hnow, tnow); + + % We need to interpolate to calculate the expected value before the delta shocks are realized, but after the z,e shocks are realized + + Vhinterp = griddedInterpolant({p.atgrid, (1: 1:p.no*p.nt*p.nh*p.nz*p.ne)'}, reshape(vh(:, t), p.nat, p.no*p.nt*p.nh*p.nz*p.ne), intmeth, 'linear'); + Vrinterp = griddedInterpolant({p.atgrid, (1: 1: p.nz*p.ne)'}, reshape(vr(:, t), p.nat, p.nz*p.ne), intmeth, 'linear'); + + + % Compute expected value and update vbar + + % 1. Step 1: integrate delta shocks by interpolate value of home and rent (which are functions of atilde) + + vhtemp = p.pidelta(1)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(1)*svht(:, 4), ind3h) + p.pidelta(2)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(2)*svht(:, 4), ind3h); + + vrtemp = Vrinterp((1 + interest(svrt(:,1), p)).*svrt(:,1), ind3r); + + % 2. Step 2: integrate income shocks + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh, Fzz}, vhtemp((i - 1)*p.na*p.no*p.nt*p.nh*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nz)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vrtemp((i - 1)*p.na*p.nz + 1 : i*p.na*p.nz)); + + end + +end + + +simulate \ No newline at end of file diff --git a/42/replication_package/model_replication/Main no home production/plot_decisions.m b/42/replication_package/model_replication/Main no home production/plot_decisions.m new file mode 100644 index 0000000000000000000000000000000000000000..02ab927bd8e2d145e7c78ec64609d4d42773f27c --- /dev/null +++ b/42/replication_package/model_replication/Main no home production/plot_decisions.m @@ -0,0 +1,109 @@ + +close all + +t = 185; + +EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +N = 100; + +oind = p.no; onow = oind*ones(N, 1); + +tind = 5; tnow = tind*ones(N, 1); +hind = 2; hnow = hind*ones(N, 1); +zind = 3; znow = zind*ones(N, 1); + +ind2 = sub2ind([p.no, p.nt, p.nh, p.nz], onow, tnow, hnow, znow); + +state = gridmake(nodeunif(N, 0, 2), p.ogrid(oind), p.tgrid(tind), p.hgrid(hind), p.zgrid(zind)); + +cmin = bisect('savings', 1e-13, 1e5, state(:,1), p, 'h', amax); +cmax = bisect('savings', 1e-13, 1e5, state(:,1), p, 'h', amin); + +C = solve_golden('wfunc', cmin, cmax, state, ind2, EVh, p, 'h'); + +[~, Aprime] = savings(C, state, p, 'h'); + + +figure(1) + +subplot(1, 2, 1) +plot(state(:, 1), C); + +title('consumption', 'Interpreter', 'Latex'); +xlabel('$l$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + +subplot(1, 2, 2) +plot(state(:, 1), Aprime); + +title('$a^{\prime}$', 'Interpreter', 'Latex'); +xlabel('$l$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + + + + +% Housing Choice + +eind = 2; + +state = gridmake(nodeunif(N, amin, 5), p.ogrid(oind), p.tgrid(tind), p.hgrid(hind), p.zgrid(zind), p.egrid(eind)); + +Y = p.lambdat(t)*p.zgrid(zind)*p.egrid(eind); +A = state(:,1); + +[Lall, omegaall, thetaall, hall, v, pall, vall] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', A, Y, znow, hnow, tnow); + + + +figure(2) + +subplot(2, 3, 1) +plot(A, pall); +title('prob. each choice', 'Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + +subplot(2, 3, 2) +plot(A, Lall); +title('liquidity','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + +subplot(2, 3, 3) +plot(A, omegaall); +title('$\omega^{\prime}$','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + +subplot(2, 3, 4) +plot(A, thetaall); +title('$\bar{\theta}^{\prime}$','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + + +subplot(2, 3, 5) +plot(A, hall); +title('$h^{\prime}$','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + + +subplot(2, 3, 6) +plot(A, vall); +title('value','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + diff --git a/42/replication_package/model_replication/Main no home production/plot_decisions_rate.m b/42/replication_package/model_replication/Main no home production/plot_decisions_rate.m new file mode 100644 index 0000000000000000000000000000000000000000..703b309a29407d9602d2c3ad55dc4d13e6e19c9f --- /dev/null +++ b/42/replication_package/model_replication/Main no home production/plot_decisions_rate.m @@ -0,0 +1,52 @@ + +close all + +% understand value of each option + +t = 75; + +tind = 3; +hind = 5; +rind = 1; +zind = 5; +eind = 2; + +omega = 0.0; + +state = gridmake(nodeunif(100, 0, 3), omega, p.tgrid(tind), p.hgrid(hind), rind, p.zgrid(zind), p.egrid(eind)); + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +ai = state(:,1); +yi = p.lambdat(t)*state(:,6).*state(:,7); + +[li, oi, thi, hi, vi, di, valli] = solveh_rm(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', ai, yi, zind*ones(100, 1), hind*ones(100, 1), tind*ones(100, 1), rind*ones(100, 1)); + +state2 = gridmake(ai + 0.0001, omega, p.tgrid(tind), p.hgrid(hind), rind, p.zgrid(zind), p.egrid(eind)); +ai2 = state2(:,1); + +[~, ~, ~, ~, vi2] = solveh_rm(state2, Whinterp, Wrinterp, p, p.thetay(t), 'h', ai2, yi, zind*ones(100, 1), hind*ones(100, 1), tind*ones(100, 1), rind*ones(100, 1)); + +vprime = (vi2 - vi)./(ai2 - ai); + + + + +figure(3) + +subplot(1, 2, 1) +plot(ai, di); + +title('discrete choice', 'Interpreter', 'Latex'); +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + + +subplot(1, 2, 2) +plot(ai, (valli(:, 1:4) - valli(:, 5))./vprime); + +title('values', 'Interpreter', 'Latex'); +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') diff --git a/42/replication_package/model_replication/Main no home production/rouwenhorst.m b/42/replication_package/model_replication/Main no home production/rouwenhorst.m new file mode 100644 index 0000000000000000000000000000000000000000..b63dcbaa002c4cdc734110fadee1cd5d36526c07 --- /dev/null +++ b/42/replication_package/model_replication/Main no home production/rouwenhorst.m @@ -0,0 +1,29 @@ +%rouwenhorst.m +% +%[zgrid, P] = rouwenhorst(rho, sigma_eps, n) +% +% rho is the 1st order autocorrelation +% sigma_eps is the standard deviation of the error term +% n is the number of points in the discrete approximation +% +% http://www.karenkopecky.net/rouwenhorst.m + +function [zgrid, P] = rouwenhorst(rho,sigma_eps,n) + +mu_eps = 0; + +q = (rho+1)/2; +nu = ((n-1)/(1-rho^2))^(1/2) * sigma_eps; + +P = [q 1-q;1-q q]; + + +for i=2:n-1 + P = q*[P zeros(i,1);zeros(1,i+1)] + (1-q)*[zeros(i,1) P;zeros(1,i+1)] + ... + (1-q)*[zeros(1,i+1); P zeros(i,1)] + q*[zeros(1,i+1); zeros(i,1) P]; + P(2:i,:) = P(2:i,:)/2; +end + +zgrid = linspace(mu_eps/(1-rho)-nu,mu_eps/(1-rho)+nu,n); + + diff --git a/42/replication_package/model_replication/Main no home production/savings.m b/42/replication_package/model_replication/Main no home production/savings.m new file mode 100644 index 0000000000000000000000000000000000000000..a433768aa318702a363a57e6ddfebfcd6a4669ac --- /dev/null +++ b/42/replication_package/model_replication/Main no home production/savings.m @@ -0,0 +1,23 @@ +function [Dist, Aprime] = savings(C, s, p, type, bnd) + +% gives A' for a given level of consumption + +if strcmp(type, 'h') + + Aprime = s(:,1) + p.phi^(1 + 1/p.gamma).*C.^(-p.sigma/p.gamma) - C; + +else + + Aprime = s(:,1) + p.phi^(1 + 1/p.gamma).*C.^(-p.sigma/p.gamma) - (1 + p.alpha^(1/p.sigma)*p.R^(1 - 1/p.sigma)).*C; + +end + +if nargin == 5 + + Dist = Aprime - bnd; + +else + + Dist = []; + +end \ No newline at end of file diff --git a/42/replication_package/model_replication/Main no home production/simulate.m b/42/replication_package/model_replication/Main no home production/simulate.m new file mode 100644 index 0000000000000000000000000000000000000000..5681b24e2d9d9a67c46110b48b23ba822e8b3941 --- /dev/null +++ b/42/replication_package/model_replication/Main no home production/simulate.m @@ -0,0 +1,732 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +N = 25000; +T = p.T; + +A = zeros(2*N, T + 1); % Liquid Assets +O = zeros(2*N, T + 1); % fraction of loan outstanding +Th = zeros(2*N, T + 1); % initial mortgage size +H = zeros(2*N, T + 1); % house size + +C = zeros(2*N, T); % consumption +L = zeros(2*N, T); % liquidity after making housing choice +D = zeros(2*N, T); % discrete choice: 1 ... 5 +Y = zeros(2*N, T); % income +V = zeros(2*N, T); % value function + +Pall = zeros(2*N, 5, T); +Vall = zeros(2*N, 5, T); + +Mind = zeros(2*N, T + 1); % number of your mortgage (1, 2, 3, ...) +Hind = zeros(2*N, T + 1); % number of your house (1, 2, 3) +Curt = zeros(2*N, T); % indicator for whether curtail mortgage + +% First simulate history of shocks to income + +rng(100); + +Z = zeros(2*N, T); +E = zeros(2*N, T); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + +Fzcum = [0; cumsum(Fz)]; % cumulative ergodic for initial conditions +[~, bin] = histc(unif, Fzcum); % bin is the index of initial draw of z + +Z(:,1) = bin; + +unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + +Fecum = [0; cumsum(we)]; % cumulative ergodic for transitory shock +[~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + +E(:,1) = bin; + +Y(:,1) = p.lambdat(1)*p.zgrid(Z(:,1)).*p.egrid(E(:,1)); + + +for t = 2 : T + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Z(:,t-1), :), 2)]; + + Z(:,t) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + E(:,t) = bin; + + Y(:,t) = p.lambdat(t)*p.zgrid(Z(:,t)).*p.egrid(E(:,t)); + +end + +U = rand(2*N, T); % random variable that determines choice probability (adjustment cost) + +Delta = rand(2*N, T); % random variable that determines maintenance shock + +Delta = p.delta(1)*(Delta <= p.pidelta(1)) + p.delta(2)*(Delta > p.pidelta(1)); + + +% period 1 all are renters with 0 wealth + +t = 1; + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +state = (1 + interest(A(:, t), p)).*A(:,t); % others irrelevant here + +[Lall, Oall, Thall, Hall, V(:,t), Pall(:, 1: 3, t), Vall(:, 1 : 3, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'r', state(:,1), Y(:, t), Z(:, t)); + +Pcum = [zeros(2*N, 1), cumsum(Pall(:, 1: 3, t), 2)]; + +unif = rand(2*N, 1); + +D(:, t) = ((unif < Pcum(:, 2:end)).*(unif >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + +ind = sub2ind([2*N, 3], (1 : 1 : 2*N)', D(:,t)); + +L(:, t) = Lall(ind); +O(:, t + 1) = Oall(ind); +Th(:, t + 1) = Thall(ind); +H(:, t + 1) = Hall(ind); + + +% Find consumption + +rent = H(:, t + 1) == 0; + +Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, t), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); +Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, t), p.nl, p.nz), intmeth, 'linear'); + +cmin = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amax); % c that implies a' = amin +cmax = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amin); % c that implies a' = amin + +C(rent, t) = max(min(Crint(L(rent, t), p.zgrid(Z(rent, t))), cmax), cmin); + +[~, A(rent, t+1)] = savings(C(rent,t), L(rent, t), p, 'r'); % none of the other state variables matter + +cmin = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amax); % c that implies a' = amin +cmax = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amin); % c that implies a' = amin + +C(~rent,t) = max(min(Chint(L(~rent, t), O(~rent, t+1), Th(~rent, t+1), H(~rent, t+1), p.zgrid(Z(~rent, t))), cmax), cmin); + +[~, A(~rent, t+1)] = savings(C(~rent,t), L(~rent,t), p, 'h'); + + +Hind(:, t + 1) = D(:, t) > 1; +Mind(:, t + 1) = D(:, t) == 3; + +for t = 2 : T + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + rent = H(:, t) == 0; + + % Renters + + state = (1 + interest(A(rent, t), p)).*A(rent, t); % others don't matter directly + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, V(rent,t), Pall(rent, 1 : 3, t), Vall(rent, 1 : 3, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'r', state(:,1), Y(rent, t), Z(rent, t)); + + Pcum = [zeros(ntemp, 1), cumsum(Pall(rent, 1 : 3, t), 2)]; + + D(rent, t) = ((U(rent, t) < Pcum(:, 2:end)).*(U(rent, t) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', D(rent, t)); + + L(rent, t) = Lall(ind); + O(rent, t + 1) = Oall(ind); + Th(rent, t + 1) = Thall(ind); + H(rent, t + 1) = Hall(ind); + + Hind(rent, t + 1) = Hind(rent, t) + (D(rent, t) > 1); + Mind(rent, t + 1) = Mind(rent, t) + (D(rent, t) == 3); + + % Homeowners + + ntemp = numel(find(~rent)); + + state = [(1 + interest(A(~rent, t), p)).*A(~rent, t) - Delta(~rent, t).*H(~rent, t), O(~rent, t), Th(~rent, t), H(~rent, t)]; % others don't matter directly + + hind = lookup1(p.hgrid, H(~rent, t), 1); + tind = lookup1(p.tgrid, Th(~rent, t), 1); + + [Lall, Oall, Thall, Hall, V(~rent,t), Pall(~rent, :, t), Vall(~rent, :, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', state(:,1), Y(~rent, t), Z(~rent, t), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pall(~rent, :, t), 2)]; + + D(~rent, t) = ((U(~rent, t) < Pcum(:, 2:end)).*(U(~rent, t) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', D(~rent, t)); + + L(~rent, t) = Lall(ind); + O(~rent, t + 1) = Oall(ind); + Th(~rent, t + 1) = Thall(ind); + H(~rent, t + 1) = Hall(ind); + + Hind(~rent, t + 1) = Hind(~rent, t) + (D(~rent, t) == 2 | D(~rent, t) == 3); + Mind(~rent, t + 1) = Mind(~rent, t) + (D(~rent, t) == 3 | D(~rent, t) == 4); + + Curt(~rent, t + 1) = (Curt(~rent, t) == 1 | (O(~rent, t+1) <= (1 + p.rm)*O(~rent, t) - p.mbar - 1e-5)) & (D(~rent, t) == 5) & (O(~rent, t+1) > 0); + + + % Find consumption + + rent = H(:, t + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, t), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, t), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amin); % c that implies a' = amin + + C(rent, t) = max(min(Crint(L(rent, t), p.zgrid(Z(rent, t))), cmax), cmin); + + [~, A(rent, t+1)] = savings(C(rent,t), L(rent, t), p, 'r'); % none of the other state variables matter + + cmin = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amin); % c that implies a' = amin + + C(~rent,t) = max(min(Chint(L(~rent, t), O(~rent, t+1), Th(~rent, t+1), H(~rent, t+1), p.zgrid(Z(~rent, t))), cmax), cmin); + + [~, A(~rent, t+1)] = savings(C(~rent,t), L(~rent,t), p, 'h'); + + +end + +Asave = A; +Osave = O; +Thsave = Th; +Hsave = H; +Csave = C; +Lsave = L; +Dsave = D; +Ysave = Y; +Zsave = Z; +Esave = E; +Vsave = V; +Pallsave = Pall; +Vallsave = Vall; +Usave = U; +Deltasave = Delta; + + +%{ + +figure(2) + +id = 1; + +subplot(2,2,1), plot([C(id, 1 : p.T)', Y(id, 1 : p.T)']); +title('Consumption and Income', 'Interpreter','Latex'); +h = legend('consumption', 'income'); +set(gca, 'ygrid', 'on') +set(h,'Interpreter','latex'); + + +subplot(2,2,2), plot([A(id, 1 : p.T + 1)', H(id, 1 : p.T + 1)'.*(1 - O(id, 1 : p.T + 1)'.*Th(id, 1 : p.T + 1)')]); +title('Wealth', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') +h = legend('liquid', 'illiquid'); +set(h,'Interpreter','latex'); + +subplot(2,2,3), plot([H(id, 2 : p.T + 1)', (p.R/p.alpha)^(-1/p.sigma)*C(id, :)']) +title('Housing', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +subplot(2,2,4), plot(O(id, 1 : p.T + 1)'.*Th(id, 1 : p.T + 1)') +title('LTV', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + + + +figure(3) + +subplot(2,2,1), plot([mean(C(:, 1 : p.T))', mean(Y(:, 1 : p.T))']); +title('Consumption and Income', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +legend('consumption', 'income') +set(gca, 'ygrid', 'on') + +subplot(2,2,2), plot([mean(A)', mean(H.*(1 - Th.*O))']); +title('Wealth', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') +h = legend('liquid', 'illiquid'); +set(h,'Interpreter','latex'); + +subplot(2,2,3), plot([mean(H)']); +title('Housing Stock', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +subplot(2,2,4), plot([mean(Th.*H.*O)'./mean(H)']); +title('LTV', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +%} + +W = A + H.*(1 - Th.*O); +Debt = H.*Th.*O; +Yh = p.phi^(1 + 1/p.gamma)*C.^(-p.sigma/p.gamma); % home production +Rent = p.R*(p.R/p.alpha)^(-1/p.sigma)*C.*(H(:, 2:end) == 0); + +%{ +% LTVtilde = zeros(size(Debttilde)); +% LTVtilde(H > 0) = Debttilde(H>0)./H(H>0); + +thetagrid = lookup1(p.tgrid, Th(:, 2:end), 1); +htemp = H(:, 2: end); + +% PTItilde = p.mbar*Debttilde(:, 2:end)./Y; + +newloan = D == 3 | D == 4; +LTVbinds = Th(:, 2:end) == p.thetam & newloan; + +PTIuncon = zeros(2*N, T); + +uncon = newloan & thetagrid < 5; + +PTIuncon(uncon) = p.mbar*p.tgrid(thetagrid(uncon) + 1).*htemp(uncon)./Y(uncon); + +PTIbinds = PTIuncon > p.thetay' & ~LTVbinds; + +fractatLTV = mean(LTVbinds(newloan)); +fractatPTI = mean(PTIbinds(newloan)); + +fprintf('\n') +fprintf('Fraction constrained by: 1. LTV, 2. PTI, 3. unconst = %9.2f %9.2f %9.2f\n', [fractatLTV, fractatPTI, 1 - fractatLTV - fractatPTI]); +fprintf('\n') +%} +%{ + +% Check aggregate resource constraint +% transaction costs: + +Debttilde = zeros(2*N, T + 1); +Debttilde(H > 0) = (Debt(H > 0) - p.F0m)./(1 + p.F1m); + + +Ftrans = (H(:, 1 : end - 1) == 0).*(D == 3).*(p.F0m + p.F1m*Debttilde(:, 2:end)) + ... % mortgage origination cost for renters + (H(:, 1 : end - 1) > 0).*(D <= 3).*(p.Fs*H(:, 1 : end - 1)) + ... % house selling costs for homeowners + (H(:, 1 : end - 1) > 0).*(D == 3 | D == 4).*(p.F0m + p.F1m*Debttilde(:, 2:end)); % mortgage origination cost for homeowners + +t = 1:T; + +rl = interest(A(:, t), p); + +err_agg = norm(vec(C(:,t) + H(:, t+1) + A(:, t+1) + (1 + p.rm)*Debt(:, t) + Rent(:,t) - Yh(:,t) - Y(:,t) - (1 + rl).*A(:, t) - H(:, t).*(1 - Delta(:,t)) - Debt(:, t+1) + Ftrans(:,t))); + +fprintf('Err in Agg Resource Constr = %9.2e \n', err_agg); +%} + +fsell = mean(vec(D <= 3 & H(:, 1 : end-1) > 0))/ mean(vec(H(:, 1 : end-1) > 0))*4; +fmortg = mean(vec(Th(:,1:end-1).*O(:,1:end-1) > 0 & H(:, 1 : end-1) > 0)) / mean(vec(H(:, 1 : end-1) > 0)); + +agewealthratio = mean(vec(W(:, 41*4 + 1 : end))) / mean(vec(W(:, 2 : 41*4))); + +reqpayment = p.mbar*Th(:, 1:end - 1).*H(:, 1:end - 1).*(O(:, 1:end - 1) > 0).*(D == 5); +actpayment = ((1 + p.rm)*Debt(:, 1 : end - 1) - Debt(:, 2 : end)).*(D == 5); + +fcurtail = sum(vec(D == 5) & vec(O(:, 1:end-1) > 0) & vec(Curt(:, 1:end - 1) > 0))/sum(vec(D == 5) & vec(O(:, 1:end-1) > 0)); + +PTI = reqpayment(reqpayment > 0)./Y(reqpayment > 0); + +HY = H(:, 2:end)./Y/4; + +Age = zeros(2*N, T); % mortgage age + +for t = 2 : T + + Age(:,t) = (Age(:,t-1) + 1/4).*(Age(:,t-1) > 0 & D(:,t) == 5) + 1/4.*(D(:,t) == 3 | D(:,t) == 4); + +end + +Age = Age - 1/4; + +Age = floor(Age); + +LTV = O.*Th; + + +% Let's compute refinance statistics the way Denis did in PSID data (imagine we track people every 2 years) + + +dates = 5 : 8 : p.T; % interview dates: Jan 1 1999, Jan 1 2001, Jan 1 2003 ... + +Ya = zeros(2*N, numel(dates) - 1); % annual income: 1998, 2000, 2002 +Ra = zeros(2*N, numel(dates) - 1); % refinance between 1998-2000, 2000-2002 ... +Na = zeros(2*N, numel(dates) - 1); % eligible to be counted as refinancer +Aa = zeros(2*N, numel(dates) - 1); % liquid assets at the time of the interview +Ha = zeros(2*N, numel(dates) - 1); % house value at interview +LTVa = zeros(2*N, numel(dates) - 1); % LTV at interview +dLTVa = zeros(2*N, numel(dates) - 1); % change in LTV + +for i = 1 : numel(dates) - 1 + +Ya(:, i) = sum(Y(:, dates(i) - 4 : 1 : dates(i) - 1), 2); + +Ra(:, i) = LTV(:, dates(i + 1)) > 1.05*LTV(:, dates(i)) & Hind(:, dates(i+1)) == Hind(:, dates(i)) & LTV(:, dates(i)) > 0 & H(:, dates(i)) > 0; +Na(:, i) = Hind(:, dates(i+1)) == Hind(:, dates(i)) & LTV(:, dates(i)) > 0 & H(:, dates(i)) > 0; + +Aa(:, i) = A(:, dates(i)); +Ha(:, i) = H(:, dates(i)); +LTVa(:, i) = LTV(:, dates(i)); +dLTVa(:, i) = LTV(:, dates(i + 1)) - LTV(:, dates(i)); + + +end + +AYa = Aa./Ya; +AWa = Aa./(Aa + (1 - LTVa).*Ha); +AWa(isnan(AWa)) = 0; + + +fextract = sum(Ra(:) > 0 & Na(:) > 0)/sum(Na(:) > 0); +medextract = median(dLTVa(Ra(:) > 0 & Na(:) > 0)./LTVa(Ra(:) > 0 & Na(:) > 0)); +meanextract = mean(dLTVa(Ra(:) > 0 & Na(:) > 0)./LTVa(Ra(:) > 0 & Na(:) > 0)); +meddLTV = median(dLTVa(Ra(:) > 0 & Na(:) > 0)); +meandLTV = mean(dLTVa(Ra(:) > 0 & Na(:) > 0)); + +AWrefimean = mean(AWa(Ra == 1 & Na == 1)); +AWinacmean = mean(AWa(Ra == 0 & Na == 1)); +AYrefimean = mean(AYa(Ra == 1 & Na == 1)); +AYinacmean = mean(AYa(Ra == 0 & Na == 1)); + + +AWrefimed = median(AWa(Ra == 1 & Na == 1)); +AWinacmed = median(AWa(Ra == 0 & Na == 1)); +AYrefimed = median(AYa(Ra == 1 & Na == 1)); +AYinacmed = median(AYa(Ra == 0 & Na == 1)); + + + + +LTV = LTV(:, 2:end); + + +moment_model = zeros(57, 1); + +moment_model(1) = mean(vec(H(:, 2 : end) > 0)); +moment_model(2) = mean(vec(W(:, 2 : end))) /mean(vec(Y))/4; +moment_model(3) = mean(vec(H(:, 2 : end))) /mean(vec(Y))/4; +moment_model(4) = mean(vec(Debt(:, 2 : end))) /mean(vec(Y))/4; +moment_model(5) = mean(vec(A(:, 2 : end))) /mean(vec(Y))/4; +moment_model(6) = median(vec(A(:, 2 : end))) /mean(vec(Y))/4; + +moment_model(7) = mean(A(H > 0)) /mean(vec(Y))/4; +moment_model(8) = median(A(H > 0)) /mean(vec(Y))/4; + +moment_model(9) = mean(vec(A(:,2:end) <= 0)); +moment_model(10) = mean(vec(A(:,2:end) <= 4/26*Y)); % HTM with liquid assets < 2 weeks +moment_model(11) = sum(vec(A(:,2:end) <= 0) & vec(H(:, 2:end) > 0))/sum(vec(H(:, 2:end) > 0)); +moment_model(12) = sum(vec(A(:,2:end) <= 4/26*Y) & vec(H(:, 2:end) > 0))/sum(vec(H(:, 2:end) > 0)); + +moment_model(13) = fextract; +moment_model(14) = mean(vec(Yh))/mean(vec(C)); +moment_model(15) = agewealthratio; + +moment_model(16) = fcurtail; +moment_model(17) = fsell; +moment_model(18) = fmortg; +moment_model(19) = medextract; +moment_model(20) = meddLTV; + + +moment_model(21 : 25) = prctile(vec(A(:, 2 : end)), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(26 : 30) = prctile(A(H == 0), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(31 : 35) = prctile(A(H > 0), [10; 25; 50; 75; 90])/mean(vec(Y))/4; + +hpgrowth = 0.00; + +moment_model(36 : 40) = prctile(LTV(LTV > 0)./(1 + hpgrowth).^(Age(LTV > 0) - 1), [10; 25; 50; 75; 90]); + + +moment_model(41 : 45) = prctile((1 - Th(H > 0).*O(H > 0)).*H(H > 0)./W(H > 0), [10; 25; 50; 75; 90]); +moment_model(46 : 50) = prctile(vec(W(:,2:end)), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(51 : 55) = prctile(PTI, [10; 25; 50; 75; 90]); +moment_model(56 : 60) = prctile(HY(HY > 0), [10; 25; 50; 75; 90]); +moment_model(61 : 65) = prctile(Age(Age >=0 & LTV > 0), [10; 25; 50; 75; 90]); + +moment_model(66) = AWrefimean; +moment_model(67) = AWinacmean; +moment_model(68) = AYrefimean; +moment_model(69) = AYinacmean; +moment_model(70) = AWrefimed; +moment_model(71) = AWinacmed; +moment_model(72) = AYrefimed; +moment_model(73) = AYinacmed; + + +moment_data = [0.64; 1.45; 1.82; 0.83; 0.46; 0.07; 0.53; 0.15; 0.26; 0.41; 0.20; 0.32; 0.15; 0.23; 2.00; 0.22; 0.044; 0.71; 0.24; 0.11; + -0.04; 0; 0.07; 0.48; 1.50; -0.05; 0; 0.01; 0.15; 1; -0.04; 0.01; 0.15; 0.68; 1.69; + 0.18; 0.39; 0.62; 0.77; 0.88; 0.36; 0.64; 0.87; 0.99; 1.04; 0; 0.04; 0.73; 2.34; 3.94; + 0.05; 0.08; 0.11; 0.17; 0.24; 1.02; 1.62; 2.48; 3.78; 6.43; 0; 1; 3; 6; 10; + 0.09; 0.21; 0.34; 1.39; 0.04; 0.16; 0.03; 0.18]; + + +clc + +fprintf('\n') +fprintf('Left Column: Model, Right Column: Data\n') +fprintf('\n') +fprintf('Table 11, A. Moments Used in Calibration \n') + +fprintf('\n') +fprintf('I. Aggregate Moments\n') + +fprintf('\n') +fprintf('fraction homeowners = %9.2f %9.2f\n', [moment_model(1), moment_data(1)]); +fprintf('wealth to income = %9.2f %9.2f\n', [moment_model(2), moment_data(2)]); +fprintf('housing to income = %9.2f %9.2f\n', [moment_model(3), moment_data(3)]); +fprintf('mortgage debt to income = %9.2f %9.2f\n', [moment_model(4), moment_data(4)]); +fprintf('mean liquid assets to income = %9.2f %9.2f\n', [moment_model(5), moment_data(5)]); +fprintf('fraction borrowers who extract = %9.2f %9.2f\n', [round(moment_model(13)/2*100)/100, round(moment_data(13)/2*100)/100]); + +fprintf('\n') +fprintf('\n') +fprintf('II. Distribution of Liquid Assets\n') + +fprintf('\n') +fprintf('\n') +fprintf('10th pctile = %9.2f %9.2f\n', [moment_model(21), moment_data(21)]); +fprintf('25th pctile = %9.2f %9.2f\n', [moment_model(22), moment_data(22)]); +fprintf('50th pctile = %9.2f %9.2f\n', [moment_model(23), moment_data(23)]); +fprintf('75th pctile = %9.2f %9.2f\n', [moment_model(24), moment_data(24)]); +fprintf('90th pctile = %9.2f %9.2f\n', [moment_model(25), moment_data(25)]); +fprintf('\n') + + + + + +% if printr +% fprintf('\n') +% fprintf('\n') +% fprintf('Homeownership Rate = %9.2f %9.2f\n', [moment_model(1), moment_data(1)]); +% fprintf('Aggregate Wealth to Income = %9.2f %9.2f\n', [moment_model(2), moment_data(2)]); +% fprintf('Aggregate Housing to Income = %9.2f %9.2f\n', [moment_model(3), moment_data(3)]); +% fprintf('Aggregate Debt to Income = %9.2f %9.2f\n', [moment_model(4), moment_data(4)]); +% +% fprintf('\n') +% fprintf('Aggregate Liquid assets to Income = %9.2f %9.2f\n', [moment_model(5), moment_data(5)]); +% fprintf('Median Liquid assets to Income = %9.2f %9.2f\n', [moment_model(6), moment_data(6)]); +% fprintf('Mean Liquid assets to Income Owners = %9.2f %9.2f\n', [moment_model(7), moment_data(7)]); +% fprintf('Median Liquid assets to Income Owners = %9.2f %9.2f\n', [moment_model(8), moment_data(8)]); +% +% fprintf('\n') +% fprintf('Fraction HTM (A <= 0) = %9.2f %9.2f\n', [moment_model(9), moment_data(9)]); +% fprintf('Fraction HTM (A <= 1/26 income) = %9.2f %9.2f\n', [moment_model(10), moment_data(10)]); +% fprintf('Fraction HTM (A <= 0) Owners = %9.2f %9.2f\n', [moment_model(11), moment_data(11)]); +% fprintf('Fraction HTM (A <= 1/26 income) Owners = %9.2f %9.2f\n', [moment_model(12), moment_data(12)]); +% +% fprintf('\n') +% +% fprintf('Fraction of Borrowers who extract last 2 years = %9.2f %9.2f\n', [moment_model(13), moment_data(13)]); +% fprintf('Non-Market Production to Consumption = %9.2f %9.2f\n', [moment_model(14), moment_data(14)]); +% fprintf('Mean wealth retirees / workers = %9.2f %9.2f\n', [moment_model(15), moment_data(15)]); +% fprintf('\n') +% fprintf('\n') +% +% fprintf('\n') +% fprintf('Fraction of Borrowers Ahead on Payments = %9.2f %9.2f\n', [moment_model(16), moment_data(16)]); +% fprintf('Fraction of Homeowners who sell = %9.2f %9.2f\n', [moment_model(17), moment_data(17)]); +% fprintf('Fraction of Homeowners with mortgage = %9.2f %9.2f\n', [moment_model(18), moment_data(18)]); +% fprintf('Median increase in balance extract = %9.2f %9.2f\n', [moment_model(19), moment_data(19)]); +% fprintf('Median increase in LTV extract = %9.2f %9.2f\n', [moment_model(20), moment_data(20)]); +% +% fprintf('\n') +% +% fprintf('10 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(21), moment_data(21)]); +% fprintf('25 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(22), moment_data(22)]); +% fprintf('50 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(23), moment_data(23)]); +% fprintf('75 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(24), moment_data(24)]); +% fprintf('90 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(25), moment_data(25)]); +% fprintf('\n') +% fprintf('10 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(26), moment_data(26)]); +% fprintf('25 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(27), moment_data(27)]); +% fprintf('50 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(28), moment_data(28)]); +% fprintf('75 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(29), moment_data(29)]); +% fprintf('90 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(30), moment_data(30)]); +% fprintf('\n') +% fprintf('10 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(31), moment_data(31)]); +% fprintf('25 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(32), moment_data(32)]); +% fprintf('50 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(33), moment_data(33)]); +% fprintf('75 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(34), moment_data(34)]); +% fprintf('90 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(35), moment_data(35)]); +% +% +% fprintf('\n') +% +% fprintf('10 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(36), moment_data(36)]); +% fprintf('25 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(37), moment_data(37)]); +% fprintf('50 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(38), moment_data(38)]); +% fprintf('75 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(39), moment_data(39)]); +% fprintf('90 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(40), moment_data(40)]); +% fprintf('\n') +% fprintf('10 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(41), moment_data(41)]); +% fprintf('25 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(42), moment_data(42)]); +% fprintf('50 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(43), moment_data(43)]); +% fprintf('75 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(44), moment_data(44)]); +% fprintf('90 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(45), moment_data(45)]); +% fprintf('\n') +% fprintf('10 pctile Wealth = %9.2f %9.2f\n', [moment_model(46), moment_data(46)]); +% fprintf('25 pctile Wealth = %9.2f %9.2f\n', [moment_model(47), moment_data(47)]); +% fprintf('50 pctile Wealth = %9.2f %9.2f\n', [moment_model(48), moment_data(48)]); +% fprintf('75 pctile Wealth = %9.2f %9.2f\n', [moment_model(49), moment_data(49)]); +% fprintf('90 pctile Wealth = %9.2f %9.2f\n', [moment_model(50), moment_data(50)]); +% fprintf('\n') +% fprintf('10 pctile PTI = %9.2f %9.2f\n', [moment_model(51), moment_data(51)]); +% fprintf('25 pctile PTI = %9.2f %9.2f\n', [moment_model(52), moment_data(52)]); +% fprintf('50 pctile PTI = %9.2f %9.2f\n', [moment_model(53), moment_data(53)]); +% fprintf('75 pctile PTI = %9.2f %9.2f\n', [moment_model(54), moment_data(54)]); +% fprintf('90 pctile PTI = %9.2f %9.2f\n', [moment_model(55), moment_data(55)]); +% fprintf('\n') +% fprintf('10 pctile housing to income = %9.2f %9.2f\n', [moment_model(56), moment_data(56)]); +% fprintf('25 pctile housing to income = %9.2f %9.2f\n', [moment_model(57), moment_data(57)]); +% fprintf('50 pctile housing to income = %9.2f %9.2f\n', [moment_model(58), moment_data(58)]); +% fprintf('75 pctile housing to income = %9.2f %9.2f\n', [moment_model(59), moment_data(59)]); +% fprintf('90 pctile housing to income = %9.2f %9.2f\n', [moment_model(60), moment_data(60)]); +% fprintf('\n') +% fprintf('10 pctile mortgage age = %9.0f %9.0f\n', [moment_model(61), moment_data(61)]); +% fprintf('25 pctile mortgage age = %9.0f %9.0f\n', [moment_model(62), moment_data(62)]); +% fprintf('50 pctile mortgage age = %9.0f %9.0f\n', [moment_model(63), moment_data(63)]); +% fprintf('75 pctile mortgage age = %9.0f %9.0f\n', [moment_model(64), moment_data(64)]); +% fprintf('90 pctile mortgage age = %9.0f %9.0f\n', [moment_model(65), moment_data(65)]); +% fprintf('\n') +% fprintf(' Mean Liquid Assets to Wealth: Refi = %9.2f %9.2f\n', [moment_model(66), moment_data(66)]); +% fprintf(' Mean Liquid Assets to Wealth: Dont = %9.2f %9.2f\n', [moment_model(67), moment_data(67)]); +% %fprintf(' Mean Liquid Assets to Income: Refi = %9.2f %9.2f\n', [moment_model(68), moment_data(68)]); +% %fprintf(' Mean Liquid Assets to Income: Dont = %9.2f %9.2f\n', [moment_model(69), moment_data(69)]); +% fprintf('Median Liquid Assets to Wealth: Refi = %9.2f %9.2f\n', [moment_model(70), moment_data(70)]); +% fprintf('Median Liquid Assets to Wealth: Dont = %9.2f %9.2f\n', [moment_model(71), moment_data(71)]); +% %fprintf('Median Liquid Assets to Income: Refi = %9.2f %9.2f\n', [moment_model(72), moment_data(72)]); +% %fprintf('Median Liquid Assets to Income: Dont = %9.2f %9.2f\n', [moment_model(73), moment_data(73)]); +% +% % Calculate life time value +% +% Hs = H(:, 2 : p.T + 1).*(H(:, 2 : p.T + 1) > 0) + (p.R/p.alpha)^(-1/p.sigma)*C.*(H(:, 2 : p.T + 1) == 0); +% +% U = C.^(1 - p.sigma)/(1 - p.sigma) + p.alpha*Hs.^(1 - p.sigma)/(1 - p.sigma) - p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*C.^(-p.sigma*(1 + 1/p.gamma)); +% +% rl = 1./(1 + exp(-p.r1*(A(:,p.T+1) - p.r2)))*(p.rh - p.rl) + p.rl; +% +% V = sum(p.beta.^(0 : 1 : p.T - 1).*U, 2) + p.beta^p.T*p.B*(p.wbar + (1 + p.rl)*A(:,p.T+1) + (1 - p.Fs - (1 + p.rm)*O(:,p.T+1).*Th(:,p.T+1)).*H(:,p.T+1)).^(1 - p.sigma)/(1 - p.sigma); +% +% V = ((1 - p.sigma)*(1 - p.beta)/(1 - p.beta^p.T)*mean(V))^(1/(1 - p.sigma)); +% +% fprintf('\n') +% fprintf('Life Time Value, CEV = %9.4f \n', V); +% +% end +% +% weights = zeros(numel(moment_data), 1); +% +% weights(1) = 10; +% weights(2 : 8) = 1; +% weights(5 : 6) = 10; % mean/median liquid assets +% weights(10) = 1; +% weights(12) = 1; +% weights(13) = 20; +% weights(14:15) = 1; +% weights(35) = 1; +% +% +% weights = weights/sum(weights); +% +% err_mom = (moment_model - moment_data)./(1 + moment_data); +% err_mom = (weights'*err_mom.^2).^(1/2); +% +% if exist('x', 'var') +% +% fprintf('%5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f \n', [x(:)', err_mom]); +% +% else +% +% fprintf('\n'); +% fprintf('value of objective = %5.6f \n', err_mom); +% fprintf('\n'); +% +% end +% +% +% +% if 1 % plot life-cycle facts +% +% Hage = zeros(12, 1); +% Wage = zeros(12, 1); +% Yage = zeros(12, 1); +% Dage = zeros(12, 1); +% +% +% for i = 1 : 12 +% +% Hage(i) = mean(vec(H(:, 1 + (i - 1)*20 + 1 : i*20))); % end of period +% Wage(i) = mean(vec(W(:, 1 + (i - 1)*20 + 1 : i*20))); +% Yage(i) = mean(vec(Y(:, (i - 1)*20 + 1 : i*20)))*4; +% Dage(i) = mean(vec(Debt(:, 1 + (i - 1)*20 + 1 : i*20))); +% +% end +% +% Hagedata = [1.1087; 1.4087; 1.4763; 1.9266; 2.0235; 2.4097; 2.4357; 2.1536; 2.1235; 2.2089; 1.9586; 1.6400]; +% Wagedata = [0.6662; 0.8185; 0.8671; 1.2850; 1.4026; 1.7998; 2.0514; 2.1628; 2.2489; 2.6734; 2.6458; 2.4242]; +% Dagedata = [0.7153; 0.9609; 0.9500; 1.0210; 1.0908; 1.0429; 0.8714; 0.6650; 0.5929; 0.2739; 0.1116; 0.1019]; +% Yagedata = [0.9588; 0.9789; 1.0230; 1.0682; 1.0930; 1.2830; 1.0935; 0.9195; 0.9010; 0.6512; 0.6091; 0.7702]; +% +% Aage = Wage - (Hage - Dage); +% Aagedata = Wagedata - (Hagedata - Dagedata); +% +% figure(100) +% +% set(gcf,'DefaultLineLineWidth', 3); +% subplot(2,2,1); +% plot((27.5:5:82.5)', [Yagedata/mean(Yagedata), Yage/mean(Yage)]); +% set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) +% set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') +% xlabel('age', 'Interpreter','latex'); +% title('A. Income', 'Interpreter','latex'); +% xlim([25, 85]); +% +% subplot(2,2,2); +% plot((27.5:5:82.5)', [Wagedata./Yagedata, Wage./Yage]); +% set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) +% set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') +% xlabel('age', 'Interpreter','latex'); +% title('B. Wealth to Income', 'Interpreter','latex'); +% xlim([25, 85]); +% +% subplot(2,2,3); +% plot((27.5:5:82.5)', [Hagedata./Yagedata, Hage./Yage]); +% set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) +% set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') +% xlabel('age', 'Interpreter','latex'); +% title('C. Housing to Income', 'Interpreter','latex'); +% xlim([25, 85]); +% +% subplot(2,2,4); +% plot((27.5:5:82.5)', [(Hagedata - Dagedata)./Yagedata, (Hage - Dage)./Yage]); +% set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) +% set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') +% xlabel('age', 'Interpreter','latex'); +% title('D. Housing Wealth to Income', 'Interpreter','latex'); +% xlim([25, 85]); +% +% end diff --git a/42/replication_package/model_replication/Main no home production/simulate_ganong.m b/42/replication_package/model_replication/Main no home production/simulate_ganong.m new file mode 100644 index 0000000000000000000000000000000000000000..e0d4c9f25bbeee515dc4455f85cd8980330675da --- /dev/null +++ b/42/replication_package/model_replication/Main no home production/simulate_ganong.m @@ -0,0 +1,596 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 5; + +% Without intervention + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:, 1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:, 1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); +Rt = zeros(S, 1); +MPRt = zeros(S, 1); % Beraja-Hurst propensity to refinance: amount of newly refinanced mortgages / outstanding stock of all existing mortgages +Emt = zeros(S, 1); % median equity (1 - LTV) for borrowers + + + +for time = 1 : S + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + Rt(time) = mean(vec(Dsim(:, :, time) == 4 & Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0))/mean(vec(Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0)); + +end + + +% With intervention + +start_new; + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = zeros(2*N, T, S); + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +Rcsim = zeros(2*N, T, S + 1); + +Rcsim(:, :, 1 : 2) = 1; + +Ocsim(:, :, 2) = Osim(:,:,2); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + + rent = Hcsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time), Rcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + rind = state(:, 5); % made this state variable an index (1, 2), or else doesn't respect monotonicity + + ntemp = numel(find(~rent)); + + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind, rind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + inactive = Dcsim(:, initage, time) == 5; + + Rcsim(:, initage, time + 1) = Rcsim(:, initage, time).*inactive + p.nr.*(1 - inactive); + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nr, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), Rcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Yct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); +Rct = zeros(S, 1); + +for time = 1 : S + + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)).*Hcsim(:, :, time))); + Rct(time) = mean(vec(Dcsim(:, :, time) == 4 & Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0))/mean(vec(Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0)); + +end + + + + +% Next, simulate Ganong-Noel Experiment + + +Agsim = Asim; +Ogsim = Osim; +Thgsim = Thsim; +Hgsim = Hsim; + +Cgsim = Csim; +Lgsim = Lsim; +Dgsim = Dsim; + +Vgsim = zeros(2*N, T, S); + +Pallgsim = Pallsim; +Vallgsim = Vallsim; + +Rgsim = zeros(2*N, T, S + 1); + +Rgsim(:, :, 1 : 2) = 1; + +time = 2; + +Thgsim(:, :, time) = Thsim(:, :, time); +Ogsim(:, :, time) = min(Osim(:, :, time) + 0.056978./Thsim(:, :, time), 1).*(Hsim(:, :, time) > 0 & Osim(:, :, time) > 0 & Thsim(:, :, time) > 0); % only for borrowers % make change a fixed fraction of value of their homes + +% Select these if want to introduce liquidity injection after interest rate change + +%Thgsim(:, :, time) = Thsim(:, :, time).*(Thsim(:, :,time) > 0 & Hsim(:,:,time) > 0) + p.tgrid(end).*(Thsim(:, :,time) == 0 & Hsim(:,:,time) > 0); +%Ogsim(:, :, time) = min(Osim(:, :, time) + 0.01/(1 + p.rm0)./Thgsim(:, :, time), 1).*(Hsim(:, :, time) > 0); % make change a fixed fraction of value of their homes + +Transfer = (1 + p.rm0)*(Ogsim(:, :, time).*Thgsim(:, :, time) - Osim(:, :, time).*Thsim(:, :, time)).*Hsim(:, :, time); + +RHS = (1 + interest(Asim(:, :, time), p)).*Asim(:, :, time) + Transfer; + +data = [RHS(:)./(1 + p.rh), RHS(:)./(1 + p.rl)]; + + +Agsim(:, :, time) = reshape(bisect('findtransfer', min(data, [], 2) - 0.1, max(data, [], 2) + 0.1, RHS(:), p), 2*N, T); + + +%Ogsim(:, :, time) = Osim(:, :, time); % payment and principal reduction +%Thgsim(:, :, time) = Thsim(:, :, time); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + + rent = Hgsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Agsim(rent, initage, time), p)).*Agsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vgsim(rent, initage, time), Pallgsim(rent, 1 : 3, initage, time), Vallgsim(rent, 1 : 3, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallgsim(rent, 1 : 3, initage, time), 2)]; + + + Dgsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dgsim(rent, initage, time)); + + Lgsim(rent, initage, time) = Lall(ind); + Ogsim(rent, initage, time + 1) = Oall(ind); + Thgsim(rent, initage, time + 1) = Thall(ind); + Hgsim(rent, initage, time + 1) = Hall(ind); + + + % Homeowners + + Attemp = (1 + interest(Agsim(~rent, initage, time), p)).*Agsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hgsim(~rent, initage, time); + + state = [Attemp, Ogsim(~rent, initage, time), Thgsim(~rent, initage, time), Hgsim(~rent, initage, time), Rgsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + rind = state(:, 5); % made this state variable an index (1, 2), or else doesn't respect monotonicity + + ntemp = numel(find(~rent)); + + + [Lall, Oall, Thall, Hall, Vgsim(~rent, initage, time), Pallgsim(~rent, :, initage, time), Vallgsim(~rent, :, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind, rind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallgsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dgsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dgsim(~rent, initage, time)); + + Lgsim(~rent, initage, time) = Lall(ind); + Ogsim(~rent, initage, time + 1) = Oall(ind); + Thgsim(~rent, initage, time + 1) = Thall(ind); + Hgsim(~rent, initage, time + 1) = Hall(ind); + + + inactive = Dgsim(:, initage, time) == 5; + + Rgsim(:, initage, time + 1) = Rgsim(:, initage, time).*inactive + p.nr.*(1 - inactive); + + + % Find consumption + + rent = Hgsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nr, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lgsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lgsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Cgsim(rent, initage, time) = max(min(Crint(Lgsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Agsim(rent, initage, time + 1)] = savings(Cgsim(rent, initage, time), Lgsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lgsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lgsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Cgsim(~rent, initage, time) = max(min(Chint(Lgsim(~rent, initage, time), Ogsim(~rent,initage, time + 1), Thgsim(~rent,initage, time + 1), Hgsim(~rent,initage, time + 1), Rgsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Agsim(~rent, initage, time + 1)] = savings(Cgsim(~rent, initage, time), Lgsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + if age == T + + Agsim(:, initage, time + 1) = 0; + Ogsim(:, initage, time + 1) = 0; + Thgsim(:, initage, time + 1) = 0; + Hgsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cgt = zeros(S, 1); +Ygt = zeros(S, 1); +Agt = zeros(S, 1); +Hgt = zeros(S, 1); +Dgt = zeros(S, 1); +Rgt = zeros(S, 1); + + +for time = 1 : S + + Cgt(time) = mean(vec(Cgsim(:, :, time))); + Hgt(time) = mean(vec(Hgsim(:, :, time))); + Agt(time) = mean(vec(Agsim(:, :, time))); + Dgt(time) = mean(vec(Ogsim(:, :, time).*Thgsim(:, :, time).*p.Pgrid(Rgsim(:,:,time)).*Hgsim(:, :, time))); + Rgt(time) = mean(vec(Dgsim(:, :, time) == 4 & Hgsim(:, :, time) > 0 & Ogsim(:, :, time).*Thgsim(:, :, time) > 0))/mean(vec(Hgsim(:, :, time) > 0 & Ogsim(:, :, time).*Thgsim(:, :, time) > 0)); + +end + +Vnew = reshape(Vgsim(:, :, 2), 2*N*T, 1); +Vold = reshape(Vcsim(:, :, 2), 2*N*T, 1); +UCold = reshape(Ccsim(:, :, 2).^(- p.sigma), 2*N*T, 1); +Tran = reshape(Transfer, 2*N*T, 1); + +ind = Tran > 0; + +gains = max(min((Vnew(ind) - Vold(ind))./Transfer(ind)./UCold(ind), 1), 0); % small fraction due to interpolation error + + +PTI = p.mbar0*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + +sel = PTI > 0.15; +sel = sel(ind); + +if 1 % annual MPC + +MPC = (Cgsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 2).^(-p.sigma/p.gamma) - (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma))) + ... + (Cgsim(:, :, 3) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 3).^(-p.sigma/p.gamma) - (Ccsim(:, :, 3) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 3).^(-p.sigma/p.gamma))) + ... + (Cgsim(:, :, 4) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 4).^(-p.sigma/p.gamma) - (Ccsim(:, :, 4) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 4).^(-p.sigma/p.gamma))) + ... + (Cgsim(:, :, 5) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 5).^(-p.sigma/p.gamma) - (Ccsim(:, :, 5) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 5).^(-p.sigma/p.gamma))); + +MPC = reshape(MPC, 2*N*T, 1); + +MPC = MPC(ind)./Tran(ind); + +else % quarterly MPC + +MPC = (Cgsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 2).^(-p.sigma/p.gamma) - (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma))); + +MPC = reshape(MPC, 2*N*T, 1); + +MPC = MPC(ind)./Tran(ind); + + +end + +fprintf('\n') + +fprintf('Fraction who benefit = %9.2f %9.2f\n', [mean(gains > 0), sum(gains > 0 & sel)/sum(sel)]); +fprintf('\n') + +fprintf('Willingness to pay, mean = %9.2f %9.2f\n', [mean(gains(gains > 0)), mean(gains(gains > 0 & sel)) ]); +fprintf('Willingness to pay, 10th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 10), prctile(gains(gains > 0 & sel), 10) ]); +fprintf('Willingness to pay, 25th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 25), prctile(gains(gains > 0 & sel), 25) ]); +fprintf('Willingness to pay, 50th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 50), prctile(gains(gains > 0 & sel), 50) ]); +fprintf('Willingness to pay, 75th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 75), prctile(gains(gains > 0 & sel), 75) ]); +fprintf('Willingness to pay, 90th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 90), prctile(gains(gains > 0 & sel), 90) ]); +fprintf('\n') + + +fprintf('MPC, mean = %9.2f %9.2f\n', [mean(MPC(gains > 0)), mean(MPC(gains > 0 & sel)), ]); +fprintf('MPC, 10th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 10), prctile(MPC(gains > 0 & sel), 10)]); +fprintf('MPC, 25th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 25), prctile(MPC(gains > 0 & sel), 25)]); +fprintf('MPC, 50th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 50), prctile(MPC(gains > 0 & sel), 50)]); +fprintf('MPC, 75th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 75), prctile(MPC(gains > 0 & sel), 75)]); +fprintf('MPC, 90th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 90), prctile(MPC(gains > 0 & sel), 90)]); diff --git a/42/replication_package/model_replication/Main no home production/simulate_ganong.m~ b/42/replication_package/model_replication/Main no home production/simulate_ganong.m~ new file mode 100644 index 0000000000000000000000000000000000000000..3c8bb0613ce4932607efc1afa98da9b07b4e17c3 --- /dev/null +++ b/42/replication_package/model_replication/Main no home production/simulate_ganong.m~ @@ -0,0 +1,592 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 5; + +% Without intervention + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:, 1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:, 1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); +Rt = zeros(S, 1); +MPRt = zeros(S, 1); % Beraja-Hurst propensity to refinance: amount of newly refinanced mortgages / outstanding stock of all existing mortgages +Emt = zeros(S, 1); % median equity (1 - LTV) for borrowers + + + +for time = 1 : S + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + Rt(time) = mean(vec(Dsim(:, :, time) == 4 & Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0))/mean(vec(Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0)); + +end + + +% With intervention + +start_new; + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = zeros(2*N, T, S); + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +Rcsim = zeros(2*N, T, S + 1); + +Rcsim(:, :, 1 : 2) = 1; + +Ocsim(:, :, 2) = Osim(:,:,2); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + + rent = Hcsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time), Rcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + rind = state(:, 5); % made this state variable an index (1, 2), or else doesn't respect monotonicity + + ntemp = numel(find(~rent)); + + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind, rind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + inactive = Dcsim(:, initage, time) == 5; + + Rcsim(:, initage, time + 1) = Rcsim(:, initage, time).*inactive + p.nr.*(1 - inactive); + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nr, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), Rcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Yct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); +Rct = zeros(S, 1); + +for time = 1 : S + + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)).*Hcsim(:, :, time))); + Rct(time) = mean(vec(Dcsim(:, :, time) == 4 & Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0))/mean(vec(Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0)); + +end + + + + +% Next, simulate Ganong-Noel Experiment + + +Agsim = Asim; +Ogsim = Osim; +Thgsim = Thsim; +Hgsim = Hsim; + +Cgsim = Csim; +Lgsim = Lsim; +Dgsim = Dsim; + +Vgsim = zeros(2*N, T, S); + +Pallgsim = Pallsim; +Vallgsim = Vallsim; + +Rgsim = zeros(2*N, T, S + 1); + +Rgsim(:, :, 1 : 2) = 1; + +time = 2; + + +Ogsim(:, :, time) = min(Osim(:, :, time) + 0.047565./Thgsim(:, :, time), 1).*(Hsim(:, :, time) > 0 & Osim(:, :, time) > 0 & Thsim(:, :, time) > 0); % only for borrowers % make change a fixed fraction of value of their homes +%Ogsim(:, :, time) = min(Osim(:, :, time) + 0.01/(1 + p.rm0)./Thgsim(:, :, time), 1).*(Hsim(:, :, time) > 0); % make change a fixed fraction of value of their homes + +Transfer = (1 + p.rm0)*(Ogsim(:, :, time).*Thgsim(:, :, time) - Osim(:, :, time).*Thsim(:, :, time)).*Hsim(:, :, time); + +RHS = (1 + interest(Asim(:, :, time), p)).*Asim(:, :, time) + Transfer; + +data = [RHS(:)./(1 + p.rh), RHS(:)./(1 + p.rl)]; + + +Agsim(:, :, time) = reshape(bisect('findtransfer', min(data, [], 2) - 0.1, max(data, [], 2) + 0.1, RHS(:), p), 2*N, T); + + +%Ogsim(:, :, time) = Osim(:, :, time); % payment and principal reduction +%Thgsim(:, :, time) = Thsim(:, :, time); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + + rent = Hgsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Agsim(rent, initage, time), p)).*Agsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vgsim(rent, initage, time), Pallgsim(rent, 1 : 3, initage, time), Vallgsim(rent, 1 : 3, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallgsim(rent, 1 : 3, initage, time), 2)]; + + + Dgsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dgsim(rent, initage, time)); + + Lgsim(rent, initage, time) = Lall(ind); + Ogsim(rent, initage, time + 1) = Oall(ind); + Thgsim(rent, initage, time + 1) = Thall(ind); + Hgsim(rent, initage, time + 1) = Hall(ind); + + + % Homeowners + + Attemp = (1 + interest(Agsim(~rent, initage, time), p)).*Agsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hgsim(~rent, initage, time); + + state = [Attemp, Ogsim(~rent, initage, time), Thgsim(~rent, initage, time), Hgsim(~rent, initage, time), Rgsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + rind = state(:, 5); % made this state variable an index (1, 2), or else doesn't respect monotonicity + + ntemp = numel(find(~rent)); + + + [Lall, Oall, Thall, Hall, Vgsim(~rent, initage, time), Pallgsim(~rent, :, initage, time), Vallgsim(~rent, :, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind, rind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallgsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dgsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dgsim(~rent, initage, time)); + + Lgsim(~rent, initage, time) = Lall(ind); + Ogsim(~rent, initage, time + 1) = Oall(ind); + Thgsim(~rent, initage, time + 1) = Thall(ind); + Hgsim(~rent, initage, time + 1) = Hall(ind); + + + inactive = Dgsim(:, initage, time) == 5; + + Rgsim(:, initage, time + 1) = Rgsim(:, initage, time).*inactive + p.nr.*(1 - inactive); + + + % Find consumption + + rent = Hgsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nr, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lgsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lgsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Cgsim(rent, initage, time) = max(min(Crint(Lgsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Agsim(rent, initage, time + 1)] = savings(Cgsim(rent, initage, time), Lgsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lgsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lgsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Cgsim(~rent, initage, time) = max(min(Chint(Lgsim(~rent, initage, time), Ogsim(~rent,initage, time + 1), Thgsim(~rent,initage, time + 1), Hgsim(~rent,initage, time + 1), Rgsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Agsim(~rent, initage, time + 1)] = savings(Cgsim(~rent, initage, time), Lgsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + if age == T + + Agsim(:, initage, time + 1) = 0; + Ogsim(:, initage, time + 1) = 0; + Thgsim(:, initage, time + 1) = 0; + Hgsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cgt = zeros(S, 1); +Ygt = zeros(S, 1); +Agt = zeros(S, 1); +Hgt = zeros(S, 1); +Dgt = zeros(S, 1); +Rgt = zeros(S, 1); + + +for time = 1 : S + + Cgt(time) = mean(vec(Cgsim(:, :, time))); + Hgt(time) = mean(vec(Hgsim(:, :, time))); + Agt(time) = mean(vec(Agsim(:, :, time))); + Dgt(time) = mean(vec(Ogsim(:, :, time).*Thgsim(:, :, time).*p.Pgrid(Rgsim(:,:,time)).*Hgsim(:, :, time))); + Rgt(time) = mean(vec(Dgsim(:, :, time) == 4 & Hgsim(:, :, time) > 0 & Ogsim(:, :, time).*Thgsim(:, :, time) > 0))/mean(vec(Hgsim(:, :, time) > 0 & Ogsim(:, :, time).*Thgsim(:, :, time) > 0)); + +end + +Vnew = reshape(Vgsim(:, :, 2), 2*N*T, 1); +Vold = reshape(Vcsim(:, :, 2), 2*N*T, 1); +UCold = reshape(Ccsim(:, :, 2).^(- p.sigma), 2*N*T, 1); +Tran = reshape(Transfer, 2*N*T, 1); + +ind = Tran > 0; + +gains = max(min((Vnew(ind) - Vold(ind))./Transfer(ind)./UCold(ind), 1), 0); % small fraction due to interpolation error + + +PTI = p.mbar0*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + +sel = PTI > 0.15; +sel = sel(ind); + +if 1 % annual MPC + +MPC = (Cgsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 2).^(-p.sigma/p.gamma) - (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma))) + ... + (Cgsim(:, :, 3) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 3).^(-p.sigma/p.gamma) - (Ccsim(:, :, 3) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 3).^(-p.sigma/p.gamma))) + ... + (Cgsim(:, :, 4) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 4).^(-p.sigma/p.gamma) - (Ccsim(:, :, 4) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 4).^(-p.sigma/p.gamma))) + ... + (Cgsim(:, :, 5) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 5).^(-p.sigma/p.gamma) - (Ccsim(:, :, 5) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 5).^(-p.sigma/p.gamma))); + +MPC = reshape(MPC, 2*N*T, 1); + +MPC = MPC(ind)./Tran(ind); + +else % quarterly MPC + +MPC = (Cgsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 2).^(-p.sigma/p.gamma) - (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma))); + +MPC = reshape(MPC, 2*N*T, 1); + +MPC = MPC(ind)./Tran(ind); + + +end + +fprintf('\n') + +fprintf('Fraction who benefit = %9.2f %9.2f\n', [mean(gains > 0), sum(gains > 0 & sel)/sum(sel)]); +fprintf('\n') + +fprintf('Willingness to pay, mean = %9.2f %9.2f\n', [mean(gains(gains > 0)), mean(gains(gains > 0 & sel)) ]); +fprintf('Willingness to pay, 10th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 10), prctile(gains(gains > 0 & sel), 10) ]); +fprintf('Willingness to pay, 25th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 25), prctile(gains(gains > 0 & sel), 25) ]); +fprintf('Willingness to pay, 50th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 50), prctile(gains(gains > 0 & sel), 50) ]); +fprintf('Willingness to pay, 75th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 75), prctile(gains(gains > 0 & sel), 75) ]); +fprintf('Willingness to pay, 90th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 90), prctile(gains(gains > 0 & sel), 90) ]); +fprintf('\n') + + +fprintf('MPC, mean = %9.2f %9.2f\n', [mean(MPC(gains > 0)), mean(MPC(gains > 0 & sel)), ]); +fprintf('MPC, 10th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 10), prctile(MPC(gains > 0 & sel), 10)]); +fprintf('MPC, 25th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 25), prctile(MPC(gains > 0 & sel), 25)]); +fprintf('MPC, 50th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 50), prctile(MPC(gains > 0 & sel), 50)]); +fprintf('MPC, 75th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 75), prctile(MPC(gains > 0 & sel), 75)]); +fprintf('MPC, 90th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 90), prctile(MPC(gains > 0 & sel), 90)]); diff --git a/42/replication_package/model_replication/Main no home production/simulate_liquidity.m b/42/replication_package/model_replication/Main no home production/simulate_liquidity.m new file mode 100644 index 0000000000000000000000000000000000000000..dcad23f2b7802acfb1e12a995a46ef75c210cba8 --- /dev/null +++ b/42/replication_package/model_replication/Main no home production/simulate_liquidity.m @@ -0,0 +1,429 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 5; + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); +Deltasim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); + + +% find out who is constrained in period 2 + + +for time = 1 : S + + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + +end + + +% Next Study Liquidity Injection: raise everyone's omega by 1% and increase A by the corresponding amount + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = Vsim; + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +time = 2; + +Thcsim(:, :, time) = Thsim(:, :, time).*(Thsim(:, :,time) > 0 & Hsim(:,:,time) > 0) + p.tgrid(end).*(Thsim(:, :,time) == 0 & Hsim(:,:,time) > 0); + +Ocsim(:, :, time) = min(Osim(:, :, time) + 0.01/(1 + p.rm)./Thcsim(:, :, time), 1).*(Hsim(:, :, time) > 0); + + +Transfer = (1 + p.rm)*(Ocsim(:, :, time).*Thcsim(:, :, time) - Osim(:, :, time).*Thsim(:, :, time)).*Hsim(:, :, time); + +RHS = (1 + interest(Asim(:, :, time), p)).*Asim(:, :, time) + Transfer; + +data = [RHS(:)./(1 + p.rh), RHS(:)./(1 + p.rl)]; + + +Acsim(:, :, time) = reshape(bisect('findtransfer', min(data, [], 2) - 0.1, max(data, [], 2)+0.1, RHS(:), p), 2*N, T); + + +%Ocsim(:, :, time) = Osim(:, :, time); +%Thcsim(:, :, time) = Thsim(:, :, time); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + % Renters + + rent = Hcsim(:, initage, time) == 0; + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); + + +for time = 1 : S + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*Hcsim(:, :, time))); + +end + + +MPCt = (Cct - Ct)/mean(vec(Transfer)); + + +% Ask: how many homeowners (in period time = 2) benefit, so Vcsim(:, :, time) > Vsim(:, :, time) and what do + +% 1. Fraction of homeowners who benefit + +% 2. Distribution of welfare gains + +Vnew = reshape(Vcsim(:, :, 2), 2*N*T, 1); +Vold = reshape(Vsim(:, :, 2), 2*N*T, 1); +UCold = reshape(Csim(:, :, 2).^(- p.sigma), 2*N*T, 1); +Transfer = reshape(Transfer, 2*N*T, 1); + +PTI = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + +ind = Transfer > 0; + +gains = max(min((Vnew(ind) - Vold(ind))./Transfer(ind)./UCold(ind), 1), 0); % small fraction due to interpolation error + +htm = PTI >=0.17; +htm = reshape(htm, 2*N*T, 1); + +htm = htm(ind); + +fbenefit = mean(gains > 0); + +MPC = (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma) - (Csim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Csim(:, :, 2).^(-p.sigma/p.gamma))); +MPC = reshape(MPC, 2*N*T, 1); + +MPC = MPC(ind)./Transfer(ind); + +% fprintf('\n') +% fprintf('Fraction who benefit = %9.2f \n', fbenefit); +% fprintf('\n') +% fprintf('Fraction who benefit that are (all, high pti, low pti) = %9.2f %9.2f %9.2f \n', [1, sum(gains > 0 & htm) / sum(gains > 0), sum(gains > 0 & ~htm) / sum(gains > 0)]); +% fprintf('\n') +% fprintf('Willingness to pay, mean = %9.2f %9.2f %9.2f \n', [mean(gains(gains > 0)), mean(gains(gains > 0 & htm)), mean(gains(gains > 0 & ~htm)) ]); +% fprintf('Willingness to pay, 10th pctile = %9.2f %9.2f %9.2f \n', [prctile(gains(gains > 0), 10), prctile(gains(gains > 0 & htm), 10), prctile(gains(gains > 0 & ~htm), 10)]); +% fprintf('Willingness to pay, 25th pctile = %9.2f %9.2f %9.2f \n', [prctile(gains(gains > 0), 25), prctile(gains(gains > 0 & htm), 25), prctile(gains(gains > 0 & ~htm), 25)]); +% fprintf('Willingness to pay, 50th pctile = %9.2f %9.2f %9.2f \n', [prctile(gains(gains > 0), 50), prctile(gains(gains > 0 & htm), 50), prctile(gains(gains > 0 & ~htm), 50)]); +% fprintf('Willingness to pay, 75th pctile = %9.2f %9.2f %9.2f \n', [prctile(gains(gains > 0), 75), prctile(gains(gains > 0 & htm), 75), prctile(gains(gains > 0 & ~htm), 75)]); +% fprintf('Willingness to pay, 90th pctile = %9.2f %9.2f %9.2f \n', [prctile(gains(gains > 0), 90), prctile(gains(gains > 0 & htm), 90), prctile(gains(gains > 0 & ~htm), 90)]); +% fprintf('\n') +% fprintf('MPC, mean = %9.2f %9.2f %9.2f \n', [mean(MPC(gains > 0)), mean(MPC(gains > 0 & htm)), mean(MPC(gains > 0 & ~htm)) ]); +% fprintf('MPC, 10th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 10), prctile(MPC(gains > 0 & htm), 10), prctile(MPC(gains > 0 & ~htm), 10)]); +% fprintf('MPC, 25th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 25), prctile(MPC(gains > 0 & htm), 25), prctile(MPC(gains > 0 & ~htm), 25)]); +% fprintf('MPC, 50th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 50), prctile(MPC(gains > 0 & htm), 50), prctile(MPC(gains > 0 & ~htm), 50)]); +% fprintf('MPC, 75th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 75), prctile(MPC(gains > 0 & htm), 75), prctile(MPC(gains > 0 & ~htm), 75)]); +% fprintf('MPC, 90th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 90), prctile(MPC(gains > 0 & htm), 90), prctile(MPC(gains > 0 & ~htm), 90)]); + + + + +fprintf('\n') +fprintf('Table 11, C. Severity of Liquidity Constraints \n') +fprintf('\n') +fprintf('fraction liquidity constrained = %9.2f\n', mean(gains > 0)); +fprintf('mean valuation of liquidity = %9.2f\n', mean(gains(gains > 0))); +fprintf('mean fraction consumed = %9.2f\n', mean(MPC(gains > 0))); diff --git a/42/replication_package/model_replication/Main no home production/simulate_new.m b/42/replication_package/model_replication/Main no home production/simulate_new.m new file mode 100644 index 0000000000000000000000000000000000000000..8e415b2414e6ca39fd6a26860aa3029b4a48b7e9 --- /dev/null +++ b/42/replication_package/model_replication/Main no home production/simulate_new.m @@ -0,0 +1,509 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 5; + +% Without intervention + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:, 1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:, 1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); +Rt = zeros(S, 1); +MPRt = zeros(S, 1); % Beraja-Hurst propensity to refinance: amount of newly refinanced mortgages / outstanding stock of all existing mortgages +Emt = zeros(S, 1); % median equity (1 - LTV) for borrowers + + + +for time = 1 : S + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + Rt(time) = mean(vec(Dsim(:, :, time) == 4 & Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0))/mean(vec(Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0)); + + MPRt(time) = sum(vec((Dsim(:,:, time) == 4).*Osim(:, :, time + 1).*Thsim(:, :, time + 1).*Hsim(:, :, time + 1)))/... + sum(vec( Osim(:, :, time ).*Thsim(:, :, time ).*Hsim(:, :, time ))); + + LTV = vec(Osim(:, :, time).*Thsim(:, :, time)); + + Emt(time) = 1 - median(LTV(LTV > 0)); + +end + + +% With intervention + +start_new; + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = zeros(2*N, T, S); + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +Rcsim = zeros(2*N, T, S + 1); + +Rcsim(:, :, 1 : 2) = 1; + +Ocsim(:, :, 2) = Osim(:,:,2)*p.adjustomega; + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + + rent = Hcsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time), Rcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + rind = state(:, 5); % made this state variable an index (1, 2), or else doesn't respect monotonicity + + ntemp = numel(find(~rent)); + + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind, rind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + inactive = Dcsim(:, initage, time) == 5; + + Rcsim(:, initage, time + 1) = Rcsim(:, initage, time).*inactive + p.nr.*(1 - inactive); + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nr, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), Rcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Yct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); +Rct = zeros(S, 1); +MPRct = zeros(S, 1); % Beraja-Hurst propensity to refinance: amount of newly refinanced mortgages / outstanding stock of all existing mortgages +Emct = zeros(S, 1); % median equity (1 - LTV) for borrowers + + +for time = 1 : S + + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)).*Hcsim(:, :, time))); + Rct(time) = mean(vec(Dcsim(:, :, time) == 4 & Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0))/mean(vec(Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0)); + + MPRct(time) = sum(vec((Dcsim(:,:, time) == 4).*Ocsim(:, :, time + 1).*Thcsim(:, :, time + 1).*p.Pgrid(Rcsim(:, :, time + 1)).*Hcsim(:, :, time + 1)))/... + sum(vec( Ocsim(:, :, time ).*Thcsim(:, :, time ).*p.Pgrid(Rcsim(:, :, time )).*Hcsim(:, :, time ))); + + if time == 1 + + LTV = vec(Ocsim(:, :, time).*Thcsim(:, :, time)); + + else + + LTV = vec(Ocsim(:, :, time).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)))/p.Pgrid(p.nr); + + end + + Emct(time) = 1 - median(LTV(LTV > 0)); + +end + + + +% Characteristics of those who refinance: with and without the shock + +Wsim = Asim + Hsim.*(1 - Osim.*Thsim); + +time = 2; + +Wtemp = Wsim(:, :, time); % only state variables +Atemp = Asim(:, :, time); +LTV = Osim(:, :, time).*Thsim(:, :, time); +Htemp = Hsim(:, :, time); +LY = Atemp./Ysim(:, :, time); +Sh = 1 - Atemp./Wtemp; +Agetemp = Agesim(:, :, time)/4 + 25; +Ytemp = Ysim(:, :, time); + +refin = Dsim(:, :, time) == 4 & Hsim(:, :, time) > 0; +owner = Hsim(:, :, time) > 0; + +fprintf('\n'); +fprintf('Characteristics of Refinancers Absent Shock\n'); +fprintf('\n'); +fprintf('All, Refinance, Dont Refinance\n'); + +fprintf('\n'); + +fprintf('\n'); +fprintf('Mean Liquid Assets = %9.2f %9.2f %9.2f \n', [mean(Atemp(owner)), mean(Atemp(owner & refin)), mean(Atemp(owner & ~refin))]); +fprintf('Mean Income = %9.2f %9.2f %9.2f \n', [mean(Ytemp(owner)), mean(Ytemp(owner & refin)), mean(Ytemp(owner & ~refin))]); +fprintf('Mean Liquid Asset to Income = %9.2f %9.2f %9.2f \n', [mean(LY(owner)), mean(LY(owner & refin)), mean(LY(owner & ~refin))]); +fprintf('Mean Share Housing Wealth = %9.2f %9.2f %9.2f \n', [mean(Sh(owner)), mean(Sh(owner & refin)), mean(Sh(owner & ~refin))]); +fprintf('Mean Wealth = %9.2f %9.2f %9.2f \n', [mean(Wtemp(owner)), mean(Wtemp(owner & refin)), mean(Wtemp(owner & ~refin))]); +fprintf('Mean LTV = %9.2f %9.2f %9.2f \n', [mean(LTV(owner)), mean(LTV(owner & refin)), mean(LTV(owner & ~refin))]); +fprintf('Mean House = %9.2f %9.2f %9.2f \n', [mean(Htemp(owner)), mean(Htemp(owner & refin)), mean(Htemp(owner & ~refin))]); +fprintf('Mean Age = %9.2f %9.2f %9.2f \n', [mean(Agetemp(owner)), mean(Agetemp(owner & refin)), mean(Agetemp(owner & ~refin))]); + +fprintf('\n'); +fprintf('\n'); + + +Wcsim = zeros(size(Acsim)); + +Wcsim(:,:, 1) = Acsim(:, :, 1) + p.Pgrid(1)*Hcsim(:, :, 1).*(1 - Ocsim(:, :, 1).*Thcsim(:, :, 1)); + +Wcsim(:, :, 2: end) = Acsim(:, :, 2 : end) + p.Pgrid(p.nr)*Hcsim(:,:,2:end) - p.Pgrid(Rcsim(:,:,2:end)).*Ocsim(:, :, 2:end).*Thcsim(:, :, 2:end); + +time = 2; + +Wtemp = Wcsim(:, :, time); % only state variables +Atemp = Acsim(:, :, time); +LTV = Ocsim(:, :, time).*Thcsim(:, :, time); +Htemp = Hcsim(:, :, time); +LY = Atemp./Ysim(:, :, time); +Sh = 1 - Atemp./Wtemp; +Agetemp = Agesim(:, :, time)/4 + 25; +Ytemp = Ysim(:, :, time); + +refin = Dcsim(:, :, time) == 4 & Hcsim(:, :, time) > 0; +owner = Hcsim(:, :, time) > 0; + +fprintf('\n'); +fprintf('Characteristics of Refinancers With Shock\n'); +fprintf('\n'); +fprintf('All, Refinance, Dont Refinance\n'); + +fprintf('\n'); + +fprintf('\n'); +fprintf('Mean Liquid Assets = %9.2f %9.2f %9.2f \n', [mean(Atemp(owner)), mean(Atemp(owner & refin)), mean(Atemp(owner & ~refin))]); +fprintf('Mean Income = %9.2f %9.2f %9.2f \n', [mean(Ytemp(owner)), mean(Ytemp(owner & refin)), mean(Ytemp(owner & ~refin))]); +fprintf('Mean Liquid Asset to Income = %9.2f %9.2f %9.2f \n', [mean(LY(owner)), mean(LY(owner & refin)), mean(LY(owner & ~refin))]); +fprintf('Mean Share Housing Wealth = %9.2f %9.2f %9.2f \n', [mean(Sh(owner)), mean(Sh(owner & refin)), mean(Sh(owner & ~refin))]); +fprintf('Mean Wealth = %9.2f %9.2f %9.2f \n', [mean(Wtemp(owner)), mean(Wtemp(owner & refin)), mean(Wtemp(owner & ~refin))]); +fprintf('Mean LTV = %9.2f %9.2f %9.2f \n', [mean(LTV(owner)), mean(LTV(owner & refin)), mean(LTV(owner & ~refin))]); +fprintf('Mean House = %9.2f %9.2f %9.2f \n', [mean(Htemp(owner)), mean(Htemp(owner & refin)), mean(Htemp(owner & ~refin))]); +fprintf('Mean Age = %9.2f %9.2f %9.2f \n', [mean(Agetemp(owner)), mean(Agetemp(owner & refin)), mean(Agetemp(owner & ~refin))]); + +fprintf('\n'); +fprintf('\n'); + + +% MPC out of transfer in Ganong-Noel Experiment + + +time = 2; + +Transfer = (p.mbargrid(p.nr) - p.mbargrid(Rcsim(:, :, time))).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)).*Hcsim(:,:,time).*(Dcsim(:, :, time) == 5).*(Osim(:,:,time) > 0); + +dC = (Ccsim(:, :, time) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, time).^(-p.sigma/p.gamma) - (Csim(:, :, time) - p.phi^(1 + 1/p.gamma)*Csim(:, :, time).^(-p.sigma/p.gamma))); +dA = Acsim(:, :, time + 1) - Asim(:, :, time + 1); + +htm = Acsim(:, :, time + 1) <= 1/6.5*Ysim(:,:,time); + +gains = Vcsim(:, :, time) - Vsim(:, :, time); + +good = Transfer > 0 & Dcsim(:, :, time) == 5 & Dsim(:, :, time) == 5; + + +MPC = dC(good)./Transfer(good); +gains = gains(good); +htm = htm(good); + +fbenefit = mean(gains > 0); +fprintf('\n') + +fprintf('Fraction who benefit = %9.2f \n', fbenefit); + +fprintf('\n') +fprintf('MPC, mean = %9.2f %9.2f %9.2f \n', [mean(MPC(gains > 0)), mean(MPC(gains > 0 & htm)), mean(MPC(gains > 0 & ~htm)) ]); +fprintf('MPC, 10th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 10), prctile(MPC(gains > 0 & htm), 10), prctile(MPC(gains > 0 & ~htm), 10)]); +fprintf('MPC, 25th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 25), prctile(MPC(gains > 0 & htm), 25), prctile(MPC(gains > 0 & ~htm), 25)]); +fprintf('MPC, 50th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 50), prctile(MPC(gains > 0 & htm), 50), prctile(MPC(gains > 0 & ~htm), 50)]); +fprintf('MPC, 75th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 75), prctile(MPC(gains > 0 & htm), 75), prctile(MPC(gains > 0 & ~htm), 75)]); +fprintf('MPC, 90th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 90), prctile(MPC(gains > 0 & htm), 90), prctile(MPC(gains > 0 & ~htm), 90)]); + diff --git a/42/replication_package/model_replication/Main no home production/simulate_taxrebate.m b/42/replication_package/model_replication/Main no home production/simulate_taxrebate.m new file mode 100644 index 0000000000000000000000000000000000000000..eda04cb862a1c6dc48049ea7379111fe256ed97e --- /dev/null +++ b/42/replication_package/model_replication/Main no home production/simulate_taxrebate.m @@ -0,0 +1,507 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 5; + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); +Deltasim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); + + +% find out who is constrained in period 2 + + +for time = 1 : S + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + +end + + +% Next Study Impact of 500$ cash transfer + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = Vsim; + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +time = 2; + + +Transfer = 0.0388; + +RHS = (1 + interest(Asim(:, :, time), p)).*Asim(:, :, time) + Transfer; + +data = [RHS(:)./(1 + p.rh), RHS(:)./(1 + p.rl)]; + +Acsim(:, :, time) = reshape(bisect('findtransfer', min(data, [], 2) - 0.1, max(data, [], 2) + 0.1, RHS(:), p), 2*N, T); + + +%Ocsim(:, :, time) = Osim(:, :, time); +%Thcsim(:, :, time) = Thsim(:, :, time); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + % Renters + + rent = Hcsim(:, initage, time) == 0; + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); + + +for time = 1 : S + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*Hcsim(:, :, time))); + +end + + +MPCt = (Cct - Ct)/mean(vec(Transfer)); + + +% Ask: how many homeowners (in period time = 2) benefit, so Vcsim(:, :, time) > Vsim(:, :, time) and what do + +% 1. Fraction of homeowners who benefit + +% 2. Distribution of welfare gains + +Vnew = reshape(Vcsim(:, :, 2), 2*N*T, 1); +Vold = reshape(Vsim(:, :, 2), 2*N*T, 1); +UCold = reshape(Csim(:, :, 2).^(- p.sigma), 2*N*T, 1); + +PTI = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + + +gains = max(min((Vnew(:) - Vold(:))./Transfer(:)./UCold(:), 1), 0); % small fraction due to interpolation error + + +MPC = (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma) - (Csim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Csim(:, :, 2).^(-p.sigma/p.gamma)))/Transfer; + +owners = Hsim(:, :, 2) > 0; + +fprintf('MPC, mean = %9.2f %9.2f %9.2f \n', [mean(MPC(:)), mean(MPC(owners)), mean(MPC(~owners)) ]); +fprintf('MPC, 10th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 10), prctile(MPC(owners), 10), prctile(MPC(~owners), 10)]); +fprintf('MPC, 25th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 25), prctile(MPC(owners), 25), prctile(MPC(~owners), 25)]); +fprintf('MPC, 50th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 50), prctile(MPC(owners), 50), prctile(MPC(~owners), 50)]); +fprintf('MPC, 75th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 75), prctile(MPC(owners), 75), prctile(MPC(~owners), 75)]); +fprintf('MPC, 90th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 90), prctile(MPC(owners), 90), prctile(MPC(~owners), 90)]); + + + +% plot MPC as a function of various characteristics for homeowners + +% 1. Loan to Value + +ltv = Thsim(:, :, 2).*Osim(:,:,2); +lasst = Asim(:, :, 2)./(Asim(:,:,2) + (1 - Thsim(:, :, 2).*Osim(:, :, 2)).*Hsim(:,:,2)); % liquid assets to wealth +logy = log(Ysim(:, :, 2)); % log income +pti = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + +ind = Hsim(:, :, 2) > 0; + + +ltv = ltv(ind); +lasst = lasst(ind); +logy = logy(ind); +pti = pti(ind); +mpc = MPC(ind); + +prefi = squeeze(Pallsim(:, 4, :, time)); +prefi = prefi(ind); + +xx = [ltv, pti, lasst, logy]; +yy = mpc; + +figure(5) +subplot(2, 2, 1) + +[xxmed, yymed] = binned_plot(xx(:,1), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, 0, 0.85); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); + +hold on; + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('loan-to-value ratio','Interpreter','latex'); +ylabel('MPC','Interpreter','latex'); +title('A. LTV','Interpreter','latex'); +box on + + +subplot(2, 2, 2) + +[xxmed, yymed] = binned_plot(xx(:,2), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, 0, 0.3); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('payment to income ratio','Interpreter','latex'); +title('B. PTI','Interpreter','latex'); +box on + + + +subplot(2, 2, 3) + +[xxmed, yymed] = binned_plot(xx(:,3), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, xxmed(1), xxmed(end)); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('liquid assets to wealth','Interpreter','latex'); +ylabel('MPC','Interpreter','latex'); +title('C. Liquid Assets to Wealth','Interpreter','latex'); +box on + + +subplot(2, 2, 4) + +[xxmed, yymed] = binned_plot(xx(:,4), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, xxmed(1), xxmed(end)); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('log income','Interpreter','latex'); +title('D. Income','Interpreter','latex'); +box on diff --git a/42/replication_package/model_replication/Main no home production/solve_golden.m b/42/replication_package/model_replication/Main no home production/solve_golden.m new file mode 100644 index 0000000000000000000000000000000000000000..0fa9a2fd6a76c39a4f9386c0f37fbb122bc9b5a0 --- /dev/null +++ b/42/replication_package/model_replication/Main no home production/solve_golden.m @@ -0,0 +1,41 @@ +function [x, v] = solve_golden(f, a, b, varargin) + +tol = 1e-6; + +alpha1 = (3-sqrt(5))/2; +alpha2 = (sqrt(5)-1)/2; + +d = b - a; + +x1 = a + alpha1*d; +x2 = a + alpha2*d; + +f1 = feval(f, x1, varargin{:}); +f2 = feval(f, x2, varargin{:}); + +d = alpha1*alpha2*d; + +x1new = x1; +x2new = x2; +f1new = f1; +f2new = f2; + +while any((d)>tol) + + f1 = f1new; + f2 = f2new; + x1 = x1new; + x2 = x2new; + + d = d*alpha2; + x2new = x1.*(f2=f1); + f2new = f1.*(f2=f1); + + x1new = (x1-d).*(f2=f1); + f1new = feval(f, x1 - d, varargin{:}).*(f2=f1); + +end + +x = x2new.*(f2new>=f1new) + x1new.*(f2new= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase New Home with Mortgage + + + % create a grid of possible houses and initial LTVs + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y; + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/p.hgrid(ht(i, 1)))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.hgrid(ht(i, 1)); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + good = (ttilde <= min(p.thetam, pti*Y/p.mbar/p.hgrid(ht(i, 1)))) & (Ltemp(:,i) > p.lgrid(1)); + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + + end + end + + % Compute pall and v + + [vn, in] = max(vall(:, 1 : 2), [], 2); + vb = vall(:,3); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); % avoid NaN + + pall = zeros(ns, 3); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 3) = pb; + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + + +else + + Lall = zeros(ns, 5); + omegaall = zeros(ns, 5); + thetaall = zeros(ns, 5); + hall = zeros(ns, 5); + vall = zeros(ns, 5); + + for branch = 1 : 1 : 5 + + if branch == 1 % Switch to Renting + + Lall(:, branch) = At + Y + (1 - p.Fs)*s(:,4) - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4); % liquidity after housing choice + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = 0; + + vall(:, branch) = Wrinterp(Lall(:, branch), znow); + + + elseif branch == 2 % Purchase home without mortgage + + vtemp = zeros(ns, p.nh) - 1e12; + + Ltemp = zeros(ns, p.nh); + + Cash = At + Y + (1 - p.Fs)*s(:,4) - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nh + + Ltemp(:,i) = Cash - p.hgrid(i); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (i - 1)*p.no*p.nt + (1 - 1) *p.no + 1; + + good = Ltemp(:, i) >= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase home with mortgage + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y + (1 - p.Fs)*s(:, 4) - (1 + p.rm)*s(:, 2).*s(:, 3).*s(:, 4); + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/p.hgrid(ht(i, 1)))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.hgrid(ht(i, 1)); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbar/p.hgrid(ht(i, 1)))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + elseif branch == 4 % Refinance mortgage + + + vtemp = zeros(ns, p.nt) - 1e12; + Ltemp = zeros(ns, p.nt); + + Cash = At + Y - (1 + p.rm)*s(:, 2).*s(:, 3).*s(:, 4); + + for i = 1 : p.nt + + ttilde = (p.tgrid(i) - p.F0m./s(:,4))/(1 + p.F1m); + + Ltemp(:, i) = Cash + ttilde.*s(:, 4); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbar./s(:,4))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (i - 1)*p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(htemp); + hall(:, branch) = s(:, 4); + + elseif branch == 5 % Stay inactive + + vtemp = zeros(ns, p.no + 1) - 1e12; + Ltemp = zeros(ns, p.no + 1); + + % Pay more than required + + Cash = At + Y - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.no + + Ltemp(:, i) = Cash + p.ogrid(i).*s(:,3).*s(:,4); + + good = (p.ogrid(i) < max((1 + p.rm)*s(:,2) - p.mbar, 0)) & (Ltemp(:, i) >= p.lgrid(1)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + i; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + % Pay minimum required + + otemp = max((1 + p.rm)*s(:,2) - p.mbar, 0); + + Ltemp(:, p.no + 1) = At + Y - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4) + otemp.*s(:,3).*s(:,4); + + good = (Ltemp(:, p.no + 1) >= p.lgrid(1)); + + + if any(good) + + % Interpolate + + otempind = lookup1(p.ogrid, otemp, 3); + + w = (p.ogrid(otempind + 1) - otemp)./(p.ogrid(otempind + 1) - p.ogrid(otempind)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind; + + + vtemp(good, p.no + 1) = w(good).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind + 1; + + vtemp(good, p.no + 1) = vtemp(good, p.no + 1) + (1 - w(good)).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + + end + + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.no + 1], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(htemp <= p.no, branch) = p.ogrid(htemp(htemp <= p.no)); + omegaall(htemp > p.no, branch) = otemp(htemp > p.no); + + thetaall(:, branch) = p.tgrid(tnow); + hall(:, branch) = s(:,4); + + + end + end + + + % Compute pall and v + + [vn, in] = max(vall(:, [1, 2, 5]), [], 2); + [vb, ib] = max(vall(:, [3, 4]), [], 2); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); + + pall = zeros(ns, 5); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 5) = (1 - pb).*(in == 3); + pall(:, 3) = pb.*(ib == 1); + pall(:, 4) = pb.*(ib == 2); + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + +end + + + + + \ No newline at end of file diff --git a/42/replication_package/model_replication/Main no home production/solveh_new.m b/42/replication_package/model_replication/Main no home production/solveh_new.m new file mode 100644 index 0000000000000000000000000000000000000000..f621bf5384d336be1a89338da46dfbcf946af9dc --- /dev/null +++ b/42/replication_package/model_replication/Main no home production/solveh_new.m @@ -0,0 +1,358 @@ +function [Lall, omegaall, thetaall, hall, v, pall, vall] = solveh_new(s, Whinterp, Wrinterp, p, pti, type, At, Y, znow, hnow, tnow, rnow) + + ns = size(s, 1); + + + if strcmp(type, 'r') + + Lall = zeros(ns, 3); + omegaall = zeros(ns, 3); + thetaall = zeros(ns, 3); + hall = zeros(ns, 3); + vall = zeros(ns, 3); + + + for branch = 1 : 1 : 3 + + if branch == 1 % Remain Renter + + + Lall(:, branch) = At + Y; + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = 0; + + vall(:, branch) = Wrinterp(Lall(:, branch), znow); + + + elseif branch == 2 % Purchase New Home Without Mortgage + + + vtemp = zeros(ns, p.nh) - 1e12; + + Ltemp = zeros(ns, p.nh); + + Cash = At + Y; + + for i = 1 : p.nh + + Ltemp(:,i) = Cash - p.Pgrid(p.nr)*p.hgrid(i); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (i - 1)*p.no*p.nt + (1 - 1) *p.no + 1; + + good = Ltemp(:, i) >= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase New Home with Mortgage + + + % create a grid of possible houses and initial LTVs + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y; + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.Pgrid(p.nr).*p.hgrid(ht(i, 1)); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + good = (ttilde <= min(p.thetam, pti*Y/p.mbargrid(p.nr)/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))) & (Ltemp(:,i) > p.lgrid(1)); + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + + end + end + + + % Compute pall and v + + [vn, in] = max(vall(:, 1 : 2), [], 2); + vb = vall(:,3); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); % avoid NaN + + pall = zeros(ns, 3); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 3) = pb; + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + + +else + + Lall = zeros(ns, 5); + omegaall = zeros(ns, 5); + thetaall = zeros(ns, 5); + hall = zeros(ns, 5); + vall = zeros(ns, 5); + + for branch = 1 : 1 : 5 + + if branch == 1 % Switch to Renting + + Lall(:, branch) = At + Y + (1 - p.Fs)*p.Pgrid(p.nr)*s(:,4) - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); % liquidity after housing choice + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = 0; + + vall(:, branch) = Wrinterp(Lall(:, branch), znow); + + + elseif branch == 2 % Purchase home without mortgage + + vtemp = zeros(ns, p.nh) - 1e12; + + Ltemp = zeros(ns, p.nh); + + Cash = At + Y + (1 - p.Fs)*p.Pgrid(p.nr)*s(:,4) - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nh + + Ltemp(:,i) = Cash - p.Pgrid(p.nr)*p.hgrid(i); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (i - 1)*p.no*p.nt + (1 - 1) *p.no + 1; + + good = Ltemp(:, i) >= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase home with mortgage + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y + (1 - p.Fs)*p.Pgrid(p.nr)*s(:,4) - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.Pgrid(p.nr)*p.hgrid(ht(i, 1)); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbargrid(p.nr)/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + + elseif branch == 4 % Refinance mortgage + + + vtemp = zeros(ns, p.nt) - 1e12; + Ltemp = zeros(ns, p.nt); + + Cash = At + Y - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nt + + ttilde = (p.tgrid(i) - p.F0m./(p.Pgrid(p.nr)*s(:,4)))/(1 + p.F1m); + + Ltemp(:, i) = Cash + ttilde.*p.Pgrid(p.nr).*s(:, 4); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbargrid(p.nr)./(p.Pgrid(p.nr)*s(:,4)))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (i - 1)*p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(htemp); + hall(:, branch) = s(:, 4); + + + elseif branch == 5 % Stay inactive + + vtemp = zeros(ns, p.no + 1) - 1e12; + Ltemp = zeros(ns, p.no + 1); + + % Pay more than required + + Cash = At + Y - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.no + + Ltemp(:, i) = Cash + p.ogrid(i).*p.Pgrid(s(:,5)).*s(:,3).*s(:,4); + + good = (p.ogrid(i) < max((1 + p.rmgrid(s(:,5))).*s(:,2) - p.mbargrid(s(:,5)), 0)) & (Ltemp(:, i) >= p.lgrid(1)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (rnow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + i; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + % Pay minimum required + + otemp = max((1 + p.rmgrid(s(:,5))).*s(:,2) - p.mbargrid(s(:,5)), 0); + + Ltemp(:, p.no + 1) = At + Y - (1 + p.rmgrid(s(:,5))).*s(:,2).*s(:,3).*s(:,4).*p.Pgrid(s(:,5)) + otemp.*s(:,3).*s(:,4).*p.Pgrid(s(:,5)); + + good = (Ltemp(:, p.no + 1) >= p.lgrid(1)); + + + if any(good) + + % Interpolate + + otempind = lookup1(p.ogrid, otemp, 3); + + w = (p.ogrid(otempind + 1) - otemp)./(p.ogrid(otempind + 1) - p.ogrid(otempind)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (rnow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind; + + + vtemp(good, p.no + 1) = w(good).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (rnow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind + 1; + + vtemp(good, p.no + 1) = vtemp(good, p.no + 1) + (1 - w(good)).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + + end + + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.no + 1], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(htemp <= p.no, branch) = p.ogrid(htemp(htemp <= p.no)); + omegaall(htemp > p.no, branch) = otemp(htemp > p.no); + + thetaall(:, branch) = p.tgrid(tnow); + hall(:, branch) = s(:,4); + + + end + end + + % Compute pall and v + + [vn, in] = max(vall(:, [1, 2, 5]), [], 2); + [vb, ib] = max(vall(:, [3, 4]), [], 2); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); + + pall = zeros(ns, 5); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 5) = (1 - pb).*(in == 3); + pall(:, 3) = pb.*(ib == 1); + pall(:, 4) = pb.*(ib == 2); + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + + +end + + + + + \ No newline at end of file diff --git a/42/replication_package/model_replication/Main no home production/start.m b/42/replication_package/model_replication/Main no home production/start.m new file mode 100644 index 0000000000000000000000000000000000000000..50e026f267943a7f8dbd38e465e418252c36ee03 --- /dev/null +++ b/42/replication_package/model_replication/Main no home production/start.m @@ -0,0 +1,247 @@ +clear; +clc; + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',22); + +intmeth = 'linear'; +printr = 1; + +optset('bisect', 'tol', 1e-32); + +% Calibrated Parameters + +p.beta = 0.977890; +p.alpha = 0.976102; +p.R = 0.012105; +p.F0m = 0.076959; % fixed cost of refinancing +p.B = 11.271651; % bequest motive +p.r1 = 0.370918; +p.r2 = 11.366816; +p.rh = (1 + 0.021464)^(1/4) - 1; % upper bound on liquid rate + +% Assigned Parameters + +p.nu = 3; % parameter in exponential distribution + +p.phi = 1e-7; % productivity non-market + +p.pidelta = [0.975; 0.025]; % probability of expenditure shocks +p.delta = [0; 0.0625]; % expenditure shock, fraction of home (quarterly so divide by 4) + +p.rl = (1 - 0.028)^(1/4) - 1; % lower bound on liquid rate + +p.T = 61*4; % last period of life +p.D = 30*4; % maturity of mortgages + +p.sigma = 2; % CRRA +p.gamma = 1; % Frisch elasticity of non-market production + +p.rm = (1 + 0.025)^(1/4) - 1; % mortgage interest rate + +p.Fs = 0.06; % fixed cost of selling home +p.F1m = 0.005; % proportional cost of refinancing + +p.wbar = 1; % parameter governing luxuriousness of bequests + +p.thetam = 0.85; % maximum LTV +p.thetay = 0.214; % maximum PTI + +rhoz = 0.9908; +sz = 0.0761; +se = (1 - 0.55)^(1/2)*0.4869; % Krueger Perri (2011) show 55% of the variance of trans compon is measurement error so subtract + +time = (1 : 1 : p.T)'; +p.lambdat = exp(0.07982636 - 0.02322307 * (time/4 + 25) + 0.00105409 * (time/4 + 25).^2 - 0.00001028 * (time/4 + 25).^3); + +p.thetay = p.thetay*(1 - 0.3126./(1 + exp(18.629 - 0.3049*(time/4 + 25)))); + +p.mbar = p.rm/(1 - (1 + p.rm)^(-p.D)); % minimum payment required per 1 of initial debt + + +% Quality of Approximation + +p.na = 75; % number of nodes for liquid assets +p.nat = 75; % number of nodes for atilde = (1 + rl)*a - delta*h +p.nl = 75; % number of nodes for liquidity +p.no = 11; % number of nodes for omega (fraction of loan outstanding) +p.nt = 5; % number of possible initial LTV +p.nh = 7; % number of nodes for housing +p.nz = 9; % points for exogenous income z +p.ne = 3; + + +% Discretize Income Process + +[zgrid, Fzz] = rouwenhorst(rhoz, sz, p.nz); +zgrid = exp(zgrid'); +p.zgrid = zgrid; + +[Fz, d] = eigs(Fzz', 1, 'largestabs'); +Fz = Fz/sum(Fz); +Fz = full(Fz); % ergodic distribution of z + +[egrid, we] = qnwnorm(p.ne, 0, se^2); +egrid = exp(egrid); +p.egrid = egrid; + + +% Discretize other state variables + +amin = -0.4; +amax = 100; +p.agrid = amin + (amax - amin)*nodeunif(p.na, 0, 1).^2; + +omin = 0; +omax = 1; +p.ogrid = omin + (omax - omin)*nodeunif(p.no, 0, 1); + +tmin = 0.25; +tmax = p.thetam; % allow to cover fixed cost +p.tgrid = tmin + (tmax - tmin)*nodeunif(p.nt, 0, 1); + +hmin = 5; % minimum house size +hmax = 40; % maximum house size +p.hgrid = hmin + (hmax - hmin)*nodeunif(p.nh, 0, 1).^1.5; + +ymin = min(p.lambdat)*zgrid(1)*egrid(1); +ymax = max(p.lambdat)*zgrid(end)*egrid(end); + +lmin = 1e-3; % keep it reasonably negative so they know that's a bad state to find yourself in +lmax = 125; +p.lgrid = lmin + (lmax - lmin)*nodeunif(p.nl, 0, 1).^1.5; + +atmin = -p.delta(2)*hmax + (1 + p.rl)*amin; +atmax = (1 + p.rh)*amax; +p.atgrid = atmin + (atmax - atmin)*nodeunif(p.nat, 0, 1).^1.5; + + + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.atgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.atgrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for W functions +swr = gridmake(p.lgrid, p.zgrid); + +svht = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for computing intermediate value function (creier prajit) +svrt = gridmake(p.agrid, p.zgrid, p.egrid); + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + +ind3h = kron((1:1:p.no*p.nt*p.nh*p.nz*p.ne)', ones(p.na, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind3r = kron((1:1: p.nz*p.ne)', ones(p.na, 1)); + + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.nat*p.no*p.nt*p.nh*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.nat*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + +cmaxh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amin); % c that implies a' = amin +cmaxr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amin); + +cminh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amax); % c that implies a' = amax +cminr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amax); + +cmaxh = repmat(cmaxh, p.no*p.nt*p.nh*p.nz, 1); +cmaxr = repmat(cmaxr, p.nz, 1); + +cminh = repmat(cminh, p.no*p.nt*p.nh*p.nz, 1); +cminr = repmat(cminr, p.nz, 1); + + +% Terminal value of bequests + +rlh = interest(svbarh(:,1), p); +rlr = interest(svbarr(:,1), p); + +vbarh(:, p.T + 1) = p.pidelta(1)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(1)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma) + ... + p.pidelta(2)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(2)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); + +vbarr(:, p.T + 1) = p.B*(p.wbar + (1 + rlr).*svbarr(:,1)).^(1 - p.sigma)/(1 - p.sigma); + + +for t = p.T : -1 : 1 + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + At = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + [~, ~, ~, ~, vr(:,t)] = solveh(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', At, Y, znow); + + + % Solve discrete choice problem of housing + + At = svh(:,1); + Y = p.lambdat(t)*svh(:,5).*svh(:,6); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat*p.no*p.nt*p.nh, 1)), p.ne, 1); % index of z in (a, omega, theta, h, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.nat*p.no*p.nt, 1)), p.nz*p.ne, 1); % index of h in (a, omega, theta, h, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.nat*p.no, 1)), p.nh*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, z, e) space for owners + + + [~, ~, ~, ~, vh(:,t)] = solveh(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', At, Y, znow, hnow, tnow); + + % We need to interpolate to calculate the expected value before the delta shocks are realized, but after the z,e shocks are realized + + Vhinterp = griddedInterpolant({p.atgrid, (1: 1:p.no*p.nt*p.nh*p.nz*p.ne)'}, reshape(vh(:, t), p.nat, p.no*p.nt*p.nh*p.nz*p.ne), intmeth, 'linear'); + Vrinterp = griddedInterpolant({p.atgrid, (1: 1: p.nz*p.ne)'}, reshape(vr(:, t), p.nat, p.nz*p.ne), intmeth, 'linear'); + + + % Compute expected value and update vbar + + % 1. Step 1: integrate delta shocks by interpolate value of home and rent (which are functions of atilde) + + vhtemp = p.pidelta(1)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(1)*svht(:, 4), ind3h) + p.pidelta(2)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(2)*svht(:, 4), ind3h); + + vrtemp = Vrinterp((1 + interest(svrt(:,1), p)).*svrt(:,1), ind3r); + + % 2. Step 2: integrate income shocks + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh, Fzz}, vhtemp((i - 1)*p.na*p.no*p.nt*p.nh*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nz)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vrtemp((i - 1)*p.na*p.nz + 1 : i*p.na*p.nz)); + + end + +end + + +simulate +simulate_liquidity +return + diff --git a/42/replication_package/model_replication/Main no home production/start_calibration.m b/42/replication_package/model_replication/Main no home production/start_calibration.m new file mode 100644 index 0000000000000000000000000000000000000000..d28e5c27a658c400902aeb46c25daf5dbec60d09 --- /dev/null +++ b/42/replication_package/model_replication/Main no home production/start_calibration.m @@ -0,0 +1,69 @@ +clear; +clc; + +format short g + +p.beta = 0.977890; +p.alpha = 0.976102; +p.R = 0.012105; +p.F0m = 0.076959; % fixed cost of refinancing +p.B = 11.271651; % bequest motive +p.r1 = 0.370918; +p.r2 = 11.366816; +p.rh = (1 + 0.021464)^(1/4) - 1; % upper bound on liquid rate + +x = [p.beta; p.alpha; p.R; p.F0m; p.B; p.r1; p.r2; (1 + p.rh)^4 - 1]; + +lb = [0.977; 0.90; 0.0120; 0.06; 10.7; 0.30; 9; 0.020 ]; +ub = [0.979; 1.05; 0.0123; 0.09; 11.7; 0.45; 14; 0.023 ]; + +ftarget = @(x) objective(x); + +% ftarget(x) +% return + +switch 'fminsearch' + + case 'fminsearch' + + disp('fminsearch') + + options = optimset('fminsearch'); + options.Display = 'iter'; + options.TolX = 1e-4; + options.MaxFunEvals = 250; + + x = fminsearchbnd(ftarget, x, lb, ub, options); + + + case 'ga' + + parpool + + disp('ga') + gaoptions = gaoptimset('Display', 'off','UseParallel', 'always', 'InitialPopulation', x'); + x = ga(@(x)ftarget(x), size(x, 1), [], [], [], [], lb, ub, [], gaoptions); + + + case 'particleswarm' + + disp('particleswarm') + + options = optimoptions('particleswarm', 'Display', 'off', 'MaxTime', 10000, 'UseParallel', true, 'InitialSwarm', x', 'SwarmSize', 200); + + x = particleswarm(ftarget, numel(x), lb', ub', options); %this function complains if I give it a structure as input + + + case 'patternsearch' + disp('patternsearch') + + options = optimoptions('patternsearch','Display','off', 'UseParallel', true); + + parpool + + x = patternsearch(ftarget, x, [], [], [], [], lb, ub, [], options); + +end + +x = x(:); + diff --git a/42/replication_package/model_replication/Main no home production/start_new.m b/42/replication_package/model_replication/Main no home production/start_new.m new file mode 100644 index 0000000000000000000000000000000000000000..4f96145ed4fbc59346b585c6764602e9d0865988 --- /dev/null +++ b/42/replication_package/model_replication/Main no home production/start_new.m @@ -0,0 +1,135 @@ + + +p.rm = []; +p.mbar = []; + +p.rmgrid = [p.rm0; p.rm1]; +p.Pgrid = [p.P0; p.P1]; +p.mbargrid = [p.mbar0; p.mbar1]; + +p.nr = 2; % number of possible mortgage contracts + + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.atgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.atgrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid); % grid for W functions: made r state variable an index (1, 2), or else doesn't respect monotonicity +swr = gridmake(p.lgrid, p.zgrid); + +svht = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svrt = gridmake(p.agrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nr*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + +ind3h = kron((1:1:p.no*p.nt*p.nh*p.nr*p.nz*p.ne)', ones(p.na, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind3r = kron((1:1: p.nz*p.ne)', ones(p.na, 1)); + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nr*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.nat*p.no*p.nt*p.nh*p.nr*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.nat*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nr*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nr*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + +cmaxh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amin); % c that implies a' = amin +cmaxr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amin); + +cminh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amax); % c that implies a' = amax +cminr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amax); + +cmaxh = repmat(cmaxh, p.no*p.nt*p.nh*p.nr*p.nz, 1); +cmaxr = repmat(cmaxr, p.nz, 1); + +cminh = repmat(cminh, p.no*p.nt*p.nh*p.nr*p.nz, 1); +cminr = repmat(cminr, p.nz, 1); + + +% Terminal value of bequests + +rlh = interest(svbarh(:,1), p); +rlr = interest(svbarr(:,1), p); + +beqh = (1 + rlh).*svbarh(:,1) + (1 - p.Fs).*p.Pgrid(p.nr)*svbarh(:,4) - svbarh(:,2).*svbarh(:,3).*(1 + p.rmgrid(svbarh(:,5))).*p.Pgrid(svbarh(:,5)).*svbarh(:,4); +beqr = (1 + rlr).*svbarr(:,1); + +vbarh(:, p.T + 1) = p.pidelta(1)*p.B*(p.wbar + beqh - p.delta(1).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma) + ... + p.pidelta(2)*p.B*(p.wbar + beqh - p.delta(2).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); + +vbarr(:, p.T + 1) = p.B*(p.wbar + beqr).^(1 - p.sigma)/(1 - p.sigma); + +for t = p.T : -1 : 1 + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + At = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + [~, ~, ~, ~, vr(:,t)] = solveh_new(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', At, Y, znow); + + + % Solve discrete choice problem of homeowners + + At = svh(:,1); + Y = p.lambdat(t)*svh(:,6).*svh(:,7); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat*p.no*p.nt*p.nh*p.nr, 1)), p.ne, 1); % index of z in (a, omega, theta, h, r, z, e) space for owners + rnow = repmat(kron((1: 1 : p.nr)', ones(p.nat*p.no*p.nt*p.nh, 1)), p.nz*p.ne, 1); % index of r in (a, omega, theta, h, r, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.nat*p.no*p.nt, 1)), p.nr*p.nz*p.ne, 1); % index of h in (a, omega, theta, h, r, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.nat*p.no, 1)), p.nh*p.nr*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, r, z, e) space for owners + + + [~, ~, ~, ~, vh(:,t)] = solveh_new(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', At, Y, znow, hnow, tnow, rnow); + + % We need to interpolate to calculate the expected value before the delta shocks are realized, but after the z,e shocks are realized + + Vhinterp = griddedInterpolant({p.atgrid, (1: 1:p.no*p.nt*p.nh*p.nr*p.nz*p.ne)'}, reshape(vh(:, t), p.nat, p.no*p.nt*p.nh*p.nr*p.nz*p.ne), intmeth, 'linear'); + Vrinterp = griddedInterpolant({p.atgrid, (1: 1: p.nz*p.ne)'}, reshape(vr(:, t), p.nat, p.nz*p.ne), intmeth, 'linear'); + + + % Compute expected value and update vbar + + % 1. Step 1: integrate delta shocks by interpolate value of home and rent (which are functions of atilde) + + vhtemp = p.pidelta(1)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(1)*svht(:, 4), ind3h) + p.pidelta(2)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(2)*svht(:, 4), ind3h); + + vrtemp = Vrinterp((1 + interest(svrt(:,1), p)).*svrt(:,1), ind3r); + + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh*p.nr, Fzz}, vhtemp((i - 1)*p.na*p.no*p.nt*p.nh*p.nr*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nr*p.nz)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vrtemp((i - 1)*p.na*p.nz + 1 : i*p.na*p.nz)); + + end + +end + + + diff --git a/42/replication_package/model_replication/Main no home production/temp.m b/42/replication_package/model_replication/Main no home production/temp.m new file mode 100644 index 0000000000000000000000000000000000000000..564683f548f6a23ab30b3e99e4827274b53b1627 --- /dev/null +++ b/42/replication_package/model_replication/Main no home production/temp.m @@ -0,0 +1,136 @@ + +% plot value of liquidity as a function of various characteristics + +% 1. Loan to Value + +LTV = Thsim(:, :, 2).*Osim(:,:,2); + +ltv = LTV(ind); + +good = ltv == 0; + +bins = [0; prctile(ltv(ltv > 0), (20:20:100)')]; + +xx = zeros(numel(bins), 1); +yy = xx; + +xx(1) = median(ltv(good)); +yy(1) = mean(max(0, gains(good))); + + +for i = 1 : numel(bins) - 1 + + good = ltv > bins(i) & ltv <= bins(i + 1); + + xx(i+1) = median(ltv(good)); + yy(i+1) = mean(max(0, gains(good))); + +end + +lasst = Asim(:, :, 2)./(Asim(:,:,2) + (1 - Thsim(:, :, 2).*Osim(:, :, 2)).*Hsim(:,:,2)); % liquid assets to wealth +logy = log(Ysim(:, :, 2)); % log income + +pti = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2); +lasst = lasst(ind); +logy = logy(ind); + +% Can we run some regressions? + +yy = min(1, max(0, gains)); +xx = [ltv, lasst, logy]; + +% randomly permute + +shuff = randperm(numel(yy)); + +yy = yy(shuff); +xx = xx(shuff, :); + +yy = yy(1 : 250000); +xx = xx(1 : 250000, :); + +nnet.type = 0; % output layer: 0 if f(x) in -inf, +inf, 1 if f(x) in 0, 1 +nnet.lambda = 0.1; % regularization parameter +nnet.lsize = [size(xx, 2), 25, 1]; % inner matrix: number of neurons in each hidden layer +nnet.afunc = {'tanhh'}; % activation functions in each inner layer + +tic +theta = fitreg([], xx, yy, nnet, 'knitro'); +toc +yyhat = predict(theta, xx, nnet); + +Rsq = 1 - mean((yy - yyhat).^2)/mean((yy - mean(yy)).^2); + + +% Compare to Matlab + +net = fitnet([25], 'trainlm'); + +net.trainParam.epochs = 200; + +net.layers{1}.transferFcn = 'tansig'; % for alternative functions + +net.divideParam.trainRatio = 0.70; +net.divideParam.valRatio = 0.15; +net.divideParam.testRatio = 0.15; + +net.inputs{1}.processFcns = {}; % don't normalize +net.outputs{2}.processFcns = {}; % don't normalize + +%net = configure(net, xx', yy'); +%net = setwb(net, theta); + +tic +net = train(net, xx', yy', 'useParallel','yes','showResources','yes'); +toc + +yyhat2 = net(xx')'; + +theta2 = getwb(net); + +Rsq2 = 1 - mean((yy - yyhat2).^2)/mean((yy - mean(yy)).^2); + +fprintf('\n %6.4f %6.4f \n', [Rsq Rsq2]); + +% plot + +xnode = gridmake(nodeunif(100, 0, p.thetam), median(xx(:,2)), median(xx(:,3))); +ynode = predict(theta, xnode, nnet); +ynode2 = net(xnode')'; + +figure(5) +subplot(2,2,1) + +plot(xnode(:,1), [ynode, ynode2]); + +[xxmed, yymed] = binned_plot(xx(:,1), yy, 10); + +hold on +scatter(xxmed, yymed, 150, 'filled') + +subplot(2,2,2) + +xnode = gridmake(median(xx(:,1)), nodeunif(100, prctile(xx(:,2), 1), prctile(xx(:,2), 99)), median(xx(:,3))); +ynode = predict(theta, xnode, nnet); +ynode2 = net(xnode')'; + +plot(xnode(:,2), [ynode, ynode2]); + +[xxmed, yymed] = binned_plot(xx(:,2), yy, 10); + +hold on +scatter(xxmed, yymed, 150, 'filled') + + +subplot(2,2,3) + +xnode = gridmake(median(xx(:,1)), median(xx(:,2)), nodeunif(100, prctile(xx(:,3), 1), prctile(xx(:,3), 99))); +ynode = predict(theta, xnode, nnet); +ynode2 = net(xnode')'; + +plot(xnode(:,3), [ynode, ynode2]); + +[xxmed, yymed] = binned_plot(xx(:,3), yy, 10); + +hold on +scatter(xxmed, yymed, 150, 'filled') \ No newline at end of file diff --git a/42/replication_package/model_replication/Main no home production/understand.m b/42/replication_package/model_replication/Main no home production/understand.m new file mode 100644 index 0000000000000000000000000000000000000000..6210450db250369e1f83a319566d740045c5c0c4 --- /dev/null +++ b/42/replication_package/model_replication/Main no home production/understand.m @@ -0,0 +1,91 @@ +clc +%{ +ind = 558; +initage = 150; + +dVc = (squeeze(Vallcsim(ind, 4, initage, 1 : S) - Vallcsim(ind, 5, initage, 1 : S)))./squeeze(Ccsim(ind, initage, 1 : S).^(-p.sigma)); +dV = squeeze( Vallsim(ind, 4, initage, 1 : S) - Vallsim(ind, 5, initage, 1 : S))./squeeze(Csim(ind, initage, 1 : S).^(-p.sigma)); + +Pc = squeeze(Pallcsim(ind, 4, initage, 1 : S)); +P = squeeze( Pallsim(ind, 4, initage, 1 : S)); + +Ac = squeeze(Acsim(ind, initage, 1 : S)); +A = squeeze( Asim(ind, initage, 1 : S)); + +LTVc = squeeze(Thcsim(ind, initage, 1 : S).*Ocsim(ind, initage, 1 : S)); +LTV = squeeze( Thsim(ind, initage, 1 : S).* Osim(ind, initage, 1 : S)); + +Y = squeeze( Ysim(ind, initage, 1 : S)); + +Hc = squeeze( Hcsim(ind, initage, 1 : S)); +H = squeeze( Hsim(ind, initage, 1 : S)); + +Cc = squeeze( Ccsim(ind, initage, 1 : S)); +C = squeeze( Csim(ind, initage, 1 : S)); + + + +Sav = p.thetam.*H(2).*(p.mbar0 - p.mbar1); + +fprintf('\n') +fprintf('\n') +fprintf('Savings if refinance in period 2: quarterly, PV at old rm = %9.3f %9.3f \n', [Sav, Sav*(1 - (1 + p.rm0)^(-p.D))/p.rm0]); + +fprintf('\n') +fprintf('\n') +fprintf('%s %s \n', [' Date', ' Gains from Refi', ' Prob Refi', ' Liq Asst', ' LTV', ' House Size', ' Income', ' Consumption']) +fprintf('\n') +fprintf('\n') +fprintf('\t%d %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f \n', [(1 : 1 : S)', dVc, dV, Pc, P, Ac, A, LTVc, LTV, Hc, H, Y, Cc, C, ]') +fprintf('\n') +fprintf('\n') + +%} + +% People who absent utility cost would benefit from refinance + +time = 2; + +% Absent Rate Drop + +borr = Hsim(:, :, time) > 0 & Osim(:, :, time) > 0; + +good = Hsim(:, :, time) > 0 & Osim(:, :, time) > 0 & squeeze((Vallsim(:, 4, :, time) > max(Vallsim(:, [1, 2, 3, 5], :, time), [], 2)) ); + +Vother = squeeze(max(Vallsim(:, [1, 2, 3, 5], :, time), [], 2)); +Vrefi = squeeze(Vallsim(:, 4, :, time)); +Vgap = (Vrefi - Vother)./Csim(:, :, time).^(-p.sigma); +Prefi = squeeze(Pallsim(:, 4, :, time)); +Refi = squeeze(Dsim(:, :, time) == 4); + + + +% After Rate Drop + +borrc = Hcsim(:, :, time) > 0 & Ocsim(:, :, time) > 0; + +goodc = Hcsim(:, :, time) > 0 & Ocsim(:, :, time) > 0 & squeeze((Vallcsim(:, 4, :, time) > max(Vallcsim(:, [1, 2, 3, 5], :, time), [], 2)) ); + +Votherc = squeeze(max(Vallcsim(:, [1, 2, 3, 5], :, time), [], 2)); +Vrefic = squeeze(Vallcsim(:, 4, :, time)); +Vgapc = (Vrefic - Votherc)./Ccsim(:, :, time).^(-p.sigma); +Prefic = squeeze(Pallcsim(:, 4, :, time)); +Refic = squeeze(Dcsim(:, :, time) == 4); + +fprintf('\n') +fprintf('Fraction borrowers that truly benefit from refinance = %9.3f %9.3f\n', [sum(good(:))/sum(borr(:)), sum(goodc(:))/sum(borrc(:))]); +fprintf('Mean gains (units of c) of those that benefit = %9.3f %9.3f\n', [mean(Vgap(good)), mean(Vgapc(goodc))]); +fprintf('Proportion of those that benefit who refinance = %9.3f %9.3f\n', [mean(Refi(good)), mean(Refic(goodc))]); + + +% Naive measure of benefit from refinancing: +% Is PV of savings (discounted at old rate) above the cost of borrowing + +PVgains = Osim(:,:, time).*Thsim(:, :, time).*Hsim(:, :, time).*((p.mbar0 - p.mbar1)*(1 - (1 + p.rm0)^(-p.D))/p.rm0 - p.F1m) - p.F0m; + +goodc = PVgains > 0; +fprintf('\n') + +fprintf('Fraction borrowers that naively benefit from refinance = %9.3f\n', sum(goodc(:))/sum(borrc(:))); +fprintf('Mean gains (PV savings) of those that benefit = %9.3f\n', mean(PVgains(goodc))); +fprintf('Proportion of those that benefit who refinance = %9.3f\n', mean(Refic(goodc))); diff --git a/42/replication_package/model_replication/Main no home production/vec.m b/42/replication_package/model_replication/Main no home production/vec.m new file mode 100644 index 0000000000000000000000000000000000000000..b979fb42e34c27aebf07fa2dc3437ae650f79efe --- /dev/null +++ b/42/replication_package/model_replication/Main no home production/vec.m @@ -0,0 +1,3 @@ +function y = vec(x) + +y = x(:); \ No newline at end of file diff --git a/42/replication_package/model_replication/Main no home production/wfunc.m b/42/replication_package/model_replication/Main no home production/wfunc.m new file mode 100644 index 0000000000000000000000000000000000000000..2d3afefcae58a2425a33b17cdea93a89c5e726df --- /dev/null +++ b/42/replication_package/model_replication/Main no home production/wfunc.m @@ -0,0 +1,19 @@ +function v = wfunc(c, s, ind2, EV, p, type) + + +[~, aprime] = savings(c, s, p, type); + + +if strcmp(type, 'h') + +v = c.^(1 - p.sigma)/(1 - p.sigma) + p.alpha*s(:,4).^(1 - p.sigma)/(1 - p.sigma) - ... + p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*c.^(-p.sigma*(1 + 1/p.gamma)) + p.beta*EV(aprime, ind2); + +else + +v = (1 + p.alpha^(1/p.sigma)*p.R^(1 - 1/p.sigma))*c.^(1 - p.sigma)/(1 - p.sigma) - ... + p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*c.^(-p.sigma*(1 + 1/p.gamma)) + p.beta*EV(aprime, ind2); + +end + + diff --git a/42/replication_package/model_replication/Main no home production/wprctile.m b/42/replication_package/model_replication/Main no home production/wprctile.m new file mode 100644 index 0000000000000000000000000000000000000000..10cd9b35a60450821315b9d60706a9048a8806e5 --- /dev/null +++ b/42/replication_package/model_replication/Main no home production/wprctile.m @@ -0,0 +1,195 @@ +function y = wprctile(X,p,varargin) +%WPRCTILE Returns weighted percentiles of a sample with six algorithms. +% The idea is to give more emphasis in some examples of data as compared to +% others by giving more weight. For example, we could give lower weights to +% the outliers. The motivation to write this function is to compute percentiles +% for Monte Carlo simulations where some simulations are very bad (in terms of +% goodness of fit between simulated and actual value) than the others and to +% give the lower weights based on some goodness of fit criteria. +% +% USAGE: +% y = WPRCTILE(X,p) +% y = WPRCTILE(X,p,w) +% y = WPRCTILE(X,p,w,type) +% +% INPUT: +% X - vector or matrix of the sample data +% p - scalar or a vector of percent values between 0 and 100 +% +% w - positive weight vector for the sample data. Length of w must be +% equal to either number of rows or columns of X. If X is matrix, same +% weight vector w is used for all columns (DIM=1)or for all rows +% (DIM=2). If the weights are equal, then WPRCTILE is same as PRCTILE. +% +% type - an integer between 4 and 9 selecting one of the 6 quantile algorithms. +% Type 4: p(k) = k/n. That is, linear interpolation of the empirical cdf. +% Type 5: p(k) = (k-0.5)/n. That is a piecewise linear function where +% the knots are the values midway through the steps of the +% empirical cdf. This is popular amongst hydrologists. (default) +% PRCTILE also uses this formula. +% Type 6: p(k) = k/(n+1). Thus p(k) = E[F(x[k])]. +% This is used by Minitab and by SPSS. +% Type 7: p(k) = (k-1)/(n-1). In this case, p(k) = mode[F(x[k])]. +% This is used by S. +% Type 8: p(k) = (k-1/3)/(n+1/3). Then p(k) =~ median[F(x[k])]. +% The resulting quantile estimates are approximately +% median-unbiased regardless of the distribution of x. +% Type 9: p(k) = (k-3/8)/(n+1/4). The resulting quantile estimates are +% approximately unbiased for the expected order statistics +% if x is normally distributed. +% +% Interpolating between the points pk and X(k) gives the sample +% quantile. Here pk is plotting position and X(k) is order statistics of +% x such that x(k)< x(k+1) < x(k+2)... +% +% OUTPUT: +% y - percentiles of the values in X +% When X is a vector, y is the same size as p, and y(i) contains the +% P(i)-th percentile. +% When X is a matrix, WPRCTILE calculates percentiles along dimension DIM +% which is based on: if size(X,1) == length(w), DIM = 1; +% elseif size(X,2) == length(w), DIM = 2; +% +% EXAMPLES: +% w = rand(1000,1); +% y = wprctile(x,[2.5 25 50 75 97.5],w,5); +% % here if the size of x is 1000-by-50, then y will be size of 6-by-50 +% % if x is 50-by-1000, then y will be of the size of 50-by-6 +% +% Please note that this version of WPRCTILE will not work with NaNs values and +% planned to update in near future to handle NaNs values as missing values. +% +% References: Rob J. Hyndman and Yanan Fan, 1996, Sample Quantiles in Statistical +% Package, The American Statistician, 50, 4. +% +% HISTORY: +% version 1.0.0, Release 2007/10/16: Initial release +% version 1.1.0, Release 2008/04/02: Implementation of other 5 algorithms and +% other minor improvements of code +% +% +% I appreciate the bug reports and suggestions. +% See also: PRCTILE (Statistical Toolbox) + +% Author: Durga Lal Shrestha +% UNESCO-IHE Institute for Water Education, Delft, The Netherlands +% eMail: durgals@hotmail.com +% Website: http://www.hi.ihe.nl/durgalal/index.htm +% Copyright 2004-2007 Durga Lal Shrestha. +% $First created: 16-Oct-2007 +% $Revision: 1.1.0 $ $Date: 02-Apr-2008 13:40:29 $ + +% *********************************************************************** + +%% Input arguments check + +% error(nargchk(2,4,nargin)) +% if ~isvector(p) || numel(p) == 0 +% error('wprctile:BadPercents', ... +% 'P must be a scalar or a non-empty vector.'); +% elseif any(p < 0 | p > 100) || ~isreal(p) +% error('wprctile:BadPercents', ... +% 'P must take real values between 0 and 100'); +% end +% if ndims(X)>2 +% error('wprctile:InvalidNumberofDimensions','X Must be 2D.') +% end + + +% Default weight vector +if isvector(X) + w = ones(length(X),1); +else + w = ones(size(X,1),1); % works as dimension 1 +end +type = 5; + +if nargin > 2 + if ~isempty(varargin{1}) + w = varargin{1}; % weight vector + end + if nargin >3 + type = varargin{2}; % type to compute quantile + end +end + +if ~isvector(w)|| any(w<0) + error('wprctile:InvalidWeight', ... + 'w must vecor and values should be greater than 0'); +end + +% Check if there are NaN in any of the input +nans = isnan(X); +if any(nans(:)) || any(isnan(p))|| any(isnan(w)) + error('wprctile:NaNsInput',['This version of WPRCTILE will not work with ' ... + 'NaNs values in any input and planned to update in near future to ' ... + 'handle NaNs values as missing values.']); +end +%% Figure out which dimension WPRCTILE will work along using weight vector w + +n = length(w); +[nrows, ncols] = size(X); +if nrows==n + dim = 1; +elseif ncols==n + dim = 2; +else + error('wprctile:InvalidDimension', ... + 'length of w must be equal to either number of rows or columns of X'); +end + +%% Work along DIM = 1 i.e. columswise, convert back later if needed using tflag + +tflag = false; % flag to note transpose +if dim==2 + X = X'; + tflag = true; +end +ncols = size(X,2); +np = length(p); +y = zeros(np,ncols); + +% Change w to column vector +w = w(:); + +% normalise weight vector such that sum of the weight vector equals to n +w = w*n/sum(w); + +%% Work on each column separately because of weight vector + +for i=1:ncols + [sortedX, ind] = sort(X(:,i)); % sort the data + sortedW = w(ind); % rearrange the weight according to ind + k = cumsum(sortedW); % cumulative weight + switch type % different algorithm to compute percentile + case 4 + pk = k/n; + case 5 + pk = (k-sortedW/2)/n; + case 6 + pk = k/(n+1); + case 7 + pk = (k-sortedW)/(n-1); + case 8 + pk = (k-sortedW/3)/(n+1/3); + case 9 + pk = (k-sortedW*3/8)/(n+1/4); + otherwise + error('wprctile:InvalidType', ... + 'Integer to select one of the six quantile algorithm should be between 4 to 9.') + end + + % to avoid NaN for outside the range, the minimum or maximum values in X are + % assigned to percentiles for percent values outside that range. + q = [0;pk;1]; + xx = [sortedX(1); sortedX; sortedX(end)]; + + % Interpolation between q and xx for given value of p + y(:,i) = interp1q(q,xx,p(:)./100); +end + +%% Transpose data back for DIM = 2 to the orginal dimension of X +% if p is row vector and X is vector then return y as row vector +if tflag || (min(size(X))==1 && size(p,1)==1) + y=y'; +end \ No newline at end of file diff --git a/42/replication_package/model_replication/Main no rl heterogeneity/binned_plot.m b/42/replication_package/model_replication/Main no rl heterogeneity/binned_plot.m new file mode 100644 index 0000000000000000000000000000000000000000..20128809df75feb0ca5e47ce1bce4356c78f3d5a --- /dev/null +++ b/42/replication_package/model_replication/Main no rl heterogeneity/binned_plot.m @@ -0,0 +1,283 @@ + +function [x_med_out,y_med,y_low,y_high] = binned_plot(x,y,varargin) +% BINNED_PLOT binned scatter plot +% +% BINNED_PLOT(X,Y) splits vector X into bins of aproximately equal size, +% and plots each median against the median of the corresponding Y-values, +% as well as their inter-quartile range. X and Y must have the same +% number of rows or columns. +% +% BINNED_PLOT(X,Y,NUM_BINS) also specifies the (maximum) number of bins. +% +% +% [X_MED,Y_MED,Y_LOW,Y_HIGH] = BINNED_PLOT(...) returns the median of the +% X-bin, the median, lower and upper quartile of the corresponding Y-values +% +% Additional properties can be set as attribute-value pairs: +% - 'y_range' : specifies the width of the Y-band (range 0 .. 0.5; +% e.g., 0.5 plots the range between maxima and minima); +% default: 0.25 +% - 'y_mean_std' : plot means and standard deviations instead of medians +% and quartiles ['on','off'] +% - 'style' : plotting style (same options as in plot command) +% - 'density' : transparency corresponds to the number of points in +% the shaded area ['on','off'] +% - 'transparency' : transparency of filled range (for non-density plots) +% - 'transparency_min': minimum transparency of filled range (for density plots) +% - 'transparency_max': maximum transparency of filled range (for density plots) +% +% +% Example: +% x=0:0.1:20; +% y=[sin(x); cos(x)] + randn(2,201); +% binned_plot(x,y) +% + +% Stefan Schroedl +% 04/07/2008 + +optargin = size(varargin,2); +stdargin = nargin - optargin; + +if (stdargin<2) + error('at least two arguments required') +end + + +% defaults for optional arguments +num_bins = []; +y_range = []; +style = []; +y_mean_std = 0; +transparency = 0.1; +transparency_max = 0.6; +transparency_min = 0.1; +density_transparency = 0; + +% parse optional arguments +i=1; +while (i <= optargin) + if (i==1 && isnumeric(varargin{i})) + num_bins = varargin{i}; % interpret as number of bins + i = i + 1; + elseif (strcmp(varargin{i},'style') && i < optargin) + style = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'y_range') && i < optargin) + y_range = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'transparency') && i < optargin) + transparency = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'transparency_max') && i < optargin) + transparency_max = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'transparency_min') && i < optargin) + transparency_min = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'y_mean_std') && i < optargin) + if (strcmp(varargin{i+1},'on')) + y_mean_std = 1; + elseif (strcmp(varargin{i+1},'off')) + y_mean_std = 0; + else + error('unrecognized option for y_mean_std, should be [on/off]'); + end + i = i + 2; + elseif (strcmp(varargin{i},'density') && i < optargin) + if (strcmp(varargin{i+1},'on')) + density_transparency = 1; + elseif (strcmp(varargin{i+1},'off')) + density_transparency = 0; + else + error('unrecognized option for density, should be [on/off]'); + end + i = i + 2; + elseif (ischar(varargin{i})) + error('unrecognized attribute: %s', varargin{i}); + else + error('at most three arguments expected'); + end +end + +if (transparency_min >= transparency_max) + error('transparency_min should be smaller than transparency_max'); +end + +% determine input matrix sizes +[nx,mx] = size(x); +[ny,my] = size(y); + +if nx > 1 && mx > 1 + error('first argument must be a vector'); +end + +% adjust matrices to be column vectors + +if mx>1 + % transpose + x = x(:); + nx = mx; + mx = 1; +end + +if my == nx + % transpose + y = y'; + [ny,my] = size(y); +else + if ny ~= nx + error('first and second arguments must have either same number of rows or columns'); + end +end + + +if isempty(num_bins) + num_bins = max( min(length(x),3), floor(sqrt(length(x)-1))-1); % default heuristic for number of bins +else if ~isnumeric(num_bins) + db error('third argument num_bins must be numeric'); + end +end + +if isempty(y_range) + y_range = 0.25; % default: quartile +end + +if isempty(style) + style = ''; % no style specified +end + +% determine colors and markers +colors = repmat('b',1,my); +noColSpec = cell(1,my); +for i=1:my + [colors(i),noColSpec{i}] = getColorSpec(style,i); +end + +% x quantiles +qvals = 0:(1/num_bins):(1-1/num_bins); +x_quant = quantile(x,[qvals 1]); + +% remove identical bins +x_quant = sort(unique(x_quant)); + +% due to interpolation, some bins can still be empty +x_quant2 = x_quant; +x_quant = x_quant(1); +count_bin = length(find(x>x_quant2(1))); +for i=2:length(x_quant2) + count_bin2 = length(find(x>x_quant2(i))); + if count_bin2 ~= count_bin + x_quant = [x_quant x_quant2(i)]; + end + count_bin = count_bin2; +end + +% preallocate outputs +x_med = zeros(length(x_quant)-1,1); +y_med = zeros(length(x_quant)-1,my); +y_low = zeros(length(x_quant)-1,my); +y_high = zeros(length(x_quant)-1,my); + +% desired y range + +for i = 1:length(x_quant)-1 + idx = x >= x_quant(i) & (x < x_quant(i+1)); + if (~y_mean_std) + + q = quantile(y(idx,:),[0.5-y_range 0.5 0.5 + y_range]); + % hack for quantile output dim + if my == 1 + q = q'; + end + y_low(i,:) = q(1,:); + y_med(i,:) = q(2,:); + y_high(i,:) = q(3,:); + x_med(i) = median(x(idx)); + else + % use mean and std dev + m = mean(y(idx,:)); + s = std(y(idx,:)); + y_med(i,:) = m; + y_low(i,:) = m-s; + y_high(i,:) = m+s; + x_med(i) = mean(x(idx)); + end +end + +if (nargout == 0) + hold_mode = ishold; + x_min = x_quant(1); + x_max = x_quant(end); + for i=1:my + inner_spec = strcat(colors(i), noColSpec{i}); + + if(~density_transparency) + % fill between quartiles + xpoints=[x_min; x_med; x_max; x_max; flipud(x_med); x_min ]; + ypoints=[y_high([ 1 1:end end],i); flipud(y_low([1 1:end end],i)) ]; + fillhandle=fill(xpoints,ypoints,colors(i)); + set(fillhandle,'EdgeColor',colors(i),'FaceAlpha',transparency,'EdgeAlpha',transparency); %set transparency + else + % precompute trapezoids, areas + xpoints = zeros(4,length(x_med)+1); + ypoints = zeros(4,length(x_med)+1); + area_fill = zeros(1,length(x_med)+1); + + xpoints(:,1) = [x_min; x_med(1); x_med(1); x_min]; + ypoints(:,1) = [y_high(1,i); y_high(1,i); y_low(1,i); y_low(1,i)]; + area_fill(1) = (xpoints(2,1)-xpoints(1,1))*(ypoints(1,1)-ypoints(4,1)+ypoints(2,1)-ypoints(3,1))/2; + + for j=1:(length(x_med)-1) + xpoints(:,j+1) = [x_med(j); x_med(j+1); x_med(j+1); x_med(j)]; + ypoints(:,j+1) = [y_high(j,i); y_high(j+1,i); y_low(j+1,i); y_low(j,i)]; + area_fill(j+1) = (xpoints(2,j+1)-xpoints(1,j+1))*(ypoints(1,j+1)-ypoints(4,j+1)+ypoints(2,j+1)-ypoints(3,j+1))/2; + end + + xpoints(:,end) = [x_med(end); x_max; x_max; x_med(end)]; + ypoints(:,end) = [y_high(end,i); y_high(end,i); y_low(end,i); y_low(end,i)]; + area_fill(end) = (xpoints(2,end)-xpoints(1,end))*(ypoints(1,end)-ypoints(4,end)+ypoints(2,end)-ypoints(3,end))/2; + + area_max = max(area_fill); + area_min = min(area_fill); + area_range = area_max - area_min; + if (area_range == 0) + area_range = 1; + end + transparency_range = transparency_max - transparency_min; + % scale transparency according to density (i.e., inversely + % proportional to trapezoid area) + transp_mod = transparency_max - (area_fill - area_min) .* transparency_range ./ area_range; + for j=1:(length(x_med)+1) + fillhandle=fill(xpoints(:,j),ypoints(:,j),colors(i),'LineStyle','none'); + hold on; + set(fillhandle,'EdgeColor',colors(i),'FaceAlpha',transp_mod(j),'EdgeAlpha',transp_mod(j)); % set transparency + end + end + % plot median line + hold on; + plot(x_med,y_med(:,i),inner_spec); + end + + % restore old hold mode + if hold_mode == 0 + hold off; + end +else + x_med_out = x_med; +end + +% auxiliary function to retrieve color specification (if any) and remainder +function [color,noColSpec] = getColorSpec(s,i) +colors = 'bgrcmykw'; +color=colors(mod(i-1,8) + 1); % default color cycle +noColSpec = '-'; % default line style +if (~isempty(s)) + idx=ismember(s,colors); + if any(~idx) + noColSpec=s(~idx); + end + if any(idx) + color=s(idx(1)); + end +end diff --git a/42/replication_package/model_replication/Main no rl heterogeneity/fminsearchbnd.m b/42/replication_package/model_replication/Main no rl heterogeneity/fminsearchbnd.m new file mode 100644 index 0000000000000000000000000000000000000000..0448eae0f278145737a4c58ef211062d09896afc --- /dev/null +++ b/42/replication_package/model_replication/Main no rl heterogeneity/fminsearchbnd.m @@ -0,0 +1,307 @@ +function [x,fval,exitflag,output] = fminsearchbnd(fun,x0,LB,UB,options,varargin) +% FMINSEARCHBND: FMINSEARCH, but with bound constraints by transformation +% usage: x=FMINSEARCHBND(fun,x0) +% usage: x=FMINSEARCHBND(fun,x0,LB) +% usage: x=FMINSEARCHBND(fun,x0,LB,UB) +% usage: x=FMINSEARCHBND(fun,x0,LB,UB,options) +% usage: x=FMINSEARCHBND(fun,x0,LB,UB,options,p1,p2,...) +% usage: [x,fval,exitflag,output]=FMINSEARCHBND(fun,x0,...) +% +% arguments: +% fun, x0, options - see the help for FMINSEARCH +% +% LB - lower bound vector or array, must be the same size as x0 +% +% If no lower bounds exist for one of the variables, then +% supply -inf for that variable. +% +% If no lower bounds at all, then LB may be left empty. +% +% Variables may be fixed in value by setting the corresponding +% lower and upper bounds to exactly the same value. +% +% UB - upper bound vector or array, must be the same size as x0 +% +% If no upper bounds exist for one of the variables, then +% supply +inf for that variable. +% +% If no upper bounds at all, then UB may be left empty. +% +% Variables may be fixed in value by setting the corresponding +% lower and upper bounds to exactly the same value. +% +% Notes: +% +% If options is supplied, then TolX will apply to the transformed +% variables. All other FMINSEARCH parameters should be unaffected. +% +% Variables which are constrained by both a lower and an upper +% bound will use a sin transformation. Those constrained by +% only a lower or an upper bound will use a quadratic +% transformation, and unconstrained variables will be left alone. +% +% Variables may be fixed by setting their respective bounds equal. +% In this case, the problem will be reduced in size for FMINSEARCH. +% +% The bounds are inclusive inequalities, which admit the +% boundary values themselves, but will not permit ANY function +% evaluations outside the bounds. These constraints are strictly +% followed. +% +% If your problem has an EXCLUSIVE (strict) constraint which will +% not admit evaluation at the bound itself, then you must provide +% a slightly offset bound. An example of this is a function which +% contains the log of one of its parameters. If you constrain the +% variable to have a lower bound of zero, then FMINSEARCHBND may +% try to evaluate the function exactly at zero. +% +% +% Example usage: +% rosen = @(x) (1-x(1)).^2 + 105*(x(2)-x(1).^2).^2; +% +% fminsearch(rosen,[3 3]) % unconstrained +% ans = +% 1.0000 1.0000 +% +% fminsearchbnd(rosen,[3 3],[2 2],[]) % constrained +% ans = +% 2.0000 4.0000 +% +% See test_main.m for other examples of use. +% +% +% See also: fminsearch, fminspleas +% +% +% Author: John D'Errico +% E-mail: woodchips@rochester.rr.com +% Release: 4 +% Release date: 7/23/06 + +% size checks +xsize = size(x0); +x0 = x0(:); +n=length(x0); + +if (nargin<3) || isempty(LB) + LB = repmat(-inf,n,1); +else + LB = LB(:); +end +if (nargin<4) || isempty(UB) + UB = repmat(inf,n,1); +else + UB = UB(:); +end + +if (n~=length(LB)) || (n~=length(UB)) + error 'x0 is incompatible in size with either LB or UB.' +end + +% set default options if necessary +if (nargin<5) || isempty(options) + options = optimset('fminsearch'); +end + +% stuff into a struct to pass around +params.args = varargin; +params.LB = LB; +params.UB = UB; +params.fun = fun; +params.n = n; +% note that the number of parameters may actually vary if +% a user has chosen to fix one or more parameters +params.xsize = xsize; +params.OutputFcn = []; + +% 0 --> unconstrained variable +% 1 --> lower bound only +% 2 --> upper bound only +% 3 --> dual finite bounds +% 4 --> fixed variable +params.BoundClass = zeros(n,1); +for i=1:n + k = isfinite(LB(i)) + 2*isfinite(UB(i)); + params.BoundClass(i) = k; + if (k==3) && (LB(i)==UB(i)) + params.BoundClass(i) = 4; + end +end + +% transform starting values into their unconstrained +% surrogates. Check for infeasible starting guesses. +x0u = x0; +k=1; +for i = 1:n + switch params.BoundClass(i) + case 1 + % lower bound only + if x0(i)<=LB(i) + % infeasible starting value. Use bound. + x0u(k) = 0; + else + x0u(k) = sqrt(x0(i) - LB(i)); + end + + % increment k + k=k+1; + case 2 + % upper bound only + if x0(i)>=UB(i) + % infeasible starting value. use bound. + x0u(k) = 0; + else + x0u(k) = sqrt(UB(i) - x0(i)); + end + + % increment k + k=k+1; + case 3 + % lower and upper bounds + if x0(i)<=LB(i) + % infeasible starting value + x0u(k) = -pi/2; + elseif x0(i)>=UB(i) + % infeasible starting value + x0u(k) = pi/2; + else + x0u(k) = 2*(x0(i) - LB(i))/(UB(i)-LB(i)) - 1; + % shift by 2*pi to avoid problems at zero in fminsearch + % otherwise, the initial simplex is vanishingly small + x0u(k) = 2*pi+asin(max(-1,min(1,x0u(k)))); + end + + % increment k + k=k+1; + case 0 + % unconstrained variable. x0u(i) is set. + x0u(k) = x0(i); + + % increment k + k=k+1; + case 4 + % fixed variable. drop it before fminsearch sees it. + % k is not incremented for this variable. + end + +end +% if any of the unknowns were fixed, then we need to shorten +% x0u now. +if k<=n + x0u(k:n) = []; +end + +% were all the variables fixed? +if isempty(x0u) + % All variables were fixed. quit immediately, setting the + % appropriate parameters, then return. + + % undo the variable transformations into the original space + x = xtransform(x0u,params); + + % final reshape + x = reshape(x,xsize); + + % stuff fval with the final value + fval = feval(params.fun,x,params.args{:}); + + % fminsearchbnd was not called + exitflag = 0; + + output.iterations = 0; + output.funcCount = 1; + output.algorithm = 'fminsearch'; + output.message = 'All variables were held fixed by the applied bounds'; + + % return with no call at all to fminsearch + return +end + +% Check for an outputfcn. If there is any, then substitute my +% own wrapper function. +if ~isempty(options.OutputFcn) + params.OutputFcn = options.OutputFcn; + options.OutputFcn = @outfun_wrapper; +end + +% now we can call fminsearch, but with our own +% intra-objective function. +[xu,fval,exitflag,output] = fminsearch(@intrafun,x0u,options,params); + +% undo the variable transformations into the original space +x = xtransform(xu,params); + +% final reshape to make sure the result has the proper shape +x = reshape(x,xsize); + +% Use a nested function as the OutputFcn wrapper + function stop = outfun_wrapper(x,varargin); + % we need to transform x first + xtrans = xtransform(x,params); + + % then call the user supplied OutputFcn + stop = params.OutputFcn(xtrans,varargin{1:(end-1)}); + + end + +end % mainline end + +% ====================================== +% ========= begin subfunctions ========= +% ====================================== +function fval = intrafun(x,params) +% transform variables, then call original function + +% transform +xtrans = xtransform(x,params); + +% and call fun +fval = feval(params.fun,reshape(xtrans,params.xsize),params.args{:}); + +end % sub function intrafun end + +% ====================================== +function xtrans = xtransform(x,params) +% converts unconstrained variables into their original domains + +xtrans = zeros(params.xsize); +% k allows some variables to be fixed, thus dropped from the +% optimization. +k=1; +for i = 1:params.n + switch params.BoundClass(i) + case 1 + % lower bound only + xtrans(i) = params.LB(i) + x(k).^2; + + k=k+1; + case 2 + % upper bound only + xtrans(i) = params.UB(i) - x(k).^2; + + k=k+1; + case 3 + % lower and upper bounds + xtrans(i) = (sin(x(k))+1)/2; + xtrans(i) = xtrans(i)*(params.UB(i) - params.LB(i)) + params.LB(i); + % just in case of any floating point problems + xtrans(i) = max(params.LB(i),min(params.UB(i),xtrans(i))); + + k=k+1; + case 4 + % fixed variable, bounds are equal, set it at either bound + xtrans(i) = params.LB(i); + case 0 + % unconstrained variable. + xtrans(i) = x(k); + + k=k+1; + end +end + +end % sub function xtransform end + + + + + diff --git a/42/replication_package/model_replication/Main no rl heterogeneity/kronm.m b/42/replication_package/model_replication/Main no rl heterogeneity/kronm.m new file mode 100644 index 0000000000000000000000000000000000000000..37c3ef55e11a041e1c9332397e1f90c086a49983 --- /dev/null +++ b/42/replication_package/model_replication/Main no rl heterogeneity/kronm.m @@ -0,0 +1,113 @@ +function x = kronm(Q,x) + +% Fast Kronecker matrix multiplication, for both full and sparse matrices +% of any size. Never computes the actual Kronecker matrix and omits +% multiplication by identity matrices. +% y = kronm(Q,x) computes +% y = (Q{k} kron ... Q{2} kron Q{1})*x +% If Q contains only two matrices and x is a vector, the code uses the +% identity +% ( Q{2} kron Q{1} )*vec(X) = vec(Q{1}*X*Q{2}'), +% where vec(X)=x. If Q contains more than two matrices and/or if x has more +% than one column, the algorithm uses a generalized form of this identity. +% The idea of the algorithm is to see x as a multi-dimensional array and to +% apply the linear maps Q{i} separately for each dimension i. If Q contains +% just one matrix, the function returns the regular matrix product Q{1}*x. +% +% Inputs: +% Q: 1-by-k cell array containing k matrices of arbitrary size +% (can be sparse). Denote by R(i) the number of rows of Q{i}, and +% by C(i) the number of columns. Alternatively, Q{i} may also be +% a scalar qi. This is interpreted as the qi-by-qi identity +% matrix. Hand over identity matrices in this fashion for optimal +% performance. +% x: Matrix of size CC-by-m, where CC=C(1)*...*C(k). +% +% Output: Matrix of size RR-by-m, where RR=R(1)*...*R(k). +% +% +% Example: +% R = [60, 30, 20]; % Number of rows for matrices Q{1},Q{2},Q{3}. +% C = [55, 25, 15]; % Number of columns of matrices Q{i}. +% m = 5; % Number of columns of x. +% Q = cell(1,length(R)); % Create cell with sparse random matrices +% for i=1:length(R) % of density 0.05. +% Q{i} = sprand(R(i),C(i),0.05); +% end +% x = rand(prod(C),m); % Random matrix x with C(1)*C(2)*C(3) rows. +% y = kron(Q{3},kron(Q{2},Q{1}))*x; +% % Matlab's Kronecker multiplication... +% yy= kronm(Q,x); % and kronm... +% norm(y-yy) % ... give the same result up to +% % computational error. +% +% +% Version: 6-Oct-2015 +% Author: Matthias Kredler (Universidad Carlos III de Madrid) +% mkredler@eco.uc3m.es +% Acknowledgement: +% This code follows the same idea as 'kronmult' by Paul G. Constantine & +% David F. Gleich (Stanford, 2009). However, I avoid loops and allow for +% non-square inputs Q{i}. I have also included the special treatment for +% identity matrices. + +m = size(x,2); % Obtain number of columns in input. +k = length(Q); % Number of matrices in Q. +R = zeros(1,k); % Vector for number of rows of, +C = zeros(1,k); % Q-matrices and for number of columns. +comp = true(1,k); % Check if we have to multiply by Q{i}. +for i=1:k + if isscalar(Q{i}) % If input Q{i} is a scalar, don't + comp(i) = false; % have to multiply in this dimension. + R(i) = Q{i}; % Read in number of rows and columns. + C(i) = Q{i}; + else % Otherwise, read out size of the + [R(i),C(i)] = size(Q{i}); % matrix. + end +end + +xsiz = [C,m]; % Will constantly change dimension of x. + % xsiz is the current size, when x is + % reshaped to array of dim. + % C(1),C(2),...,C(k),m. + +if comp(1) % Start with first Kronecker product, + x = Q{1}*reshape(x,[C(1),prod(xsiz)/C(1)]); + % leave out if Q{i} is identity. + xsiz(1) = R(1); % Replace size of dimension 1. +end % (Don't do this in loop below --> save + % time on reshapes and permutes) +if k>1 && m==1 % If Q has just one element, we're done. + if comp(k) % If x was a column vector, do the last + x = reshape(x,[prod(xsiz)/C(k),C(k)]) *Q{k}' ; + xsiz(k) = R(k); % Kronecker product by matrix + end % post-multiplication to save time on + % reshapes and permutes. + loopTo = k-1; % Will only have to loop up to + % dimension k-1 below. +else % If x is a matrix, have to loop over + loopTo = k; % all dimensions. +end + +if k>2 || m>1 % Now loop over remaining dimensions, + x = reshape(x,xsiz); % inf any. Reshape x into an array of + for i=2:loopTo % dimension R(1),C(2),...,C(k)or R(k),m. + if comp(i) % If Q{i} is not identity: Create + dims = 1:k+1; % vector to re-shuffle dimensions. + dims(i) = []; % Put dimension i first (by permute), + dims = [i, dims]; %#ok % e.g. order [2,1,3,4,5] + % for i=2 and k=4. Turn off Matlab's + % warning for size change. + Xmat = reshape( permute(x,dims), [C(i), prod(xsiz)/C(i)] ); + % Then bring array into matrix with + Xmat = Q{i}*Xmat; % N(i) rows, ex: N(2)-by-N(1)*N(3)*... + % *N(4)*m and multiply by Q{i}. + xsiz(i) = R(i); % Changed dimensionality of x. + x = ipermute( reshape(Xmat,[R(i), xsiz(dims(2:k+1))]), dims ); + end % Reshape back to array, ex: to dim. + end % N(2),N(1),N(3),N(4),m, and inverse- + % permute to go back to orginal array, +end % ex: dim. N(1),N(2),N(3),N(4),m. + +x = reshape(x,[prod(R),m]); % Then give back result as matrix. + diff --git a/42/replication_package/model_replication/Main no rl heterogeneity/lookup1.m b/42/replication_package/model_replication/Main no rl heterogeneity/lookup1.m new file mode 100644 index 0000000000000000000000000000000000000000..b1505d4dd7ab85ad6022be69430658f336d97116 --- /dev/null +++ b/42/replication_package/model_replication/Main no rl heterogeneity/lookup1.m @@ -0,0 +1,71 @@ +% LOOKUP Performs a table lookup. +% USAGE +% ind=lookup(tabvals,x,endadj); +% INPUTS +% tabvals : a sorted vector of n values +% x : an array of values +% endadj : a optional endpoint adjustment: 0, 1, 2 or 3. +% OUTPUT +% ind : an array (same size as x) of indices from 1 to n +% +% Returns an array of size(x) with element (i,j) equal to +% max k: x(i,j)>=tabvals(k) +% +% Optional endpoint adjustments: +% 0: no adjustments +% 1: values of x < min(tabvals) will return +% length(tabvals=tabvals(1)) +% 2: values of x > max(tabvals) will return +% m-length(tabvals=tabvals(end)) +% 3: adjustments 1 and 2 will be performed +% +% With endadj=3 all the indices are between 1 and n-1 +% To find the nearest table value to each x use: +% ind = lookup(tabvals,x,3); +% ind = ind + (x-tabvals(ind) > tabvals(ind+1)-x); +% nearest = tabvals(ind); +% +% Coded in C. + +% Copyright (c) 1997-2000, Paul L. Fackler & Mario J. Miranda +% paul_fackler@ncsu.edu, miranda.4@osu.edu + +function ind=lookup(tabvals,x,endadj); + +global CompEcon_MEXwarned + +if isempty(CompEcon_MEXwarned) + disp('Warning: You are using the m-file version of a function that is coded as a C Mex file.') + disp(' Running this M file version may be significantly slower and more memory intensive.') + disp(' Use MEXALL to create the executable (MEX or DLL) and make sure it is on the MATLAB path.') + CompEcon_MEXwarned=1; +end + + +if nargin<2 + error('At least two parameters must be specified'); +end +if nargin<3 endadj=0; end +if isempty(endadj) endad=0; end + +n=prod(size(x)); +if min(size(tabvals))>1 + error('tabvals must be a vector'); +else + tabvals=tabvals(:); + if any(diff(tabvals)<0) + error('tabvals must be sorted in ascending order') + end +end +m=length(tabvals); +if endadj>=2, m=m-length(find(tabvals==tabvals(end))); end + +[temp,ind]=sort([tabvals(1:m); x(:)]); +temp=find(ind>m); +j=ind(temp)-m; +ind=reshape(temp-(1:n)',size(x)); +ind(j)=ind(:); + +if endadj==1 | endadj==3 + ind(ind==0)=length(find(tabvals==tabvals(1))); +end diff --git a/42/replication_package/model_replication/Main no rl heterogeneity/lookup1.mexa64 b/42/replication_package/model_replication/Main no rl heterogeneity/lookup1.mexa64 new file mode 100644 index 0000000000000000000000000000000000000000..d45b592990528cdf9bec076c8ebfa193adc36d52 Binary files /dev/null and b/42/replication_package/model_replication/Main no rl heterogeneity/lookup1.mexa64 differ diff --git a/42/replication_package/model_replication/Main no rl heterogeneity/lookup1.mexmaci64 b/42/replication_package/model_replication/Main no rl heterogeneity/lookup1.mexmaci64 new file mode 100644 index 0000000000000000000000000000000000000000..c355da46b986916252b3bd3c06ec513f8774efa1 Binary files /dev/null and b/42/replication_package/model_replication/Main no rl heterogeneity/lookup1.mexmaci64 differ diff --git a/42/replication_package/model_replication/Main no rl heterogeneity/lookup1.mexw32 b/42/replication_package/model_replication/Main no rl heterogeneity/lookup1.mexw32 new file mode 100644 index 0000000000000000000000000000000000000000..187dff29e1d7905d71b29ee4f986b9635bc5bc35 Binary files /dev/null and b/42/replication_package/model_replication/Main no rl heterogeneity/lookup1.mexw32 differ diff --git a/42/replication_package/model_replication/Main no rl heterogeneity/neldmead_bounds.m b/42/replication_package/model_replication/Main no rl heterogeneity/neldmead_bounds.m new file mode 100644 index 0000000000000000000000000000000000000000..a27a8bb8d0f4a14305b8a48091fccbee51ac77af --- /dev/null +++ b/42/replication_package/model_replication/Main no rl heterogeneity/neldmead_bounds.m @@ -0,0 +1,145 @@ +function x_opt = neldmead_bounds(func, x_init, x_min, x_max, varargin) +% [x_opt]=neldmead_bounds(func,x_init,x_min,x_max) +% minimizes f(x) such that x_min <= x_opt <= x_max. +% modified version of original by H.P. Gavin , Civil & Env'ntl Eng'g, Duke Univ. 21 January 2006 +% all i did is to make it readable for myself and exclude g(x) <0 +% constraint +% +% INPUT +% ====== +% func : the name of the function to be minimizes in the form y=func(x) +% x_init : the vector of initial parameter values ... a column vector +% x_min : minimum permissible values of the parameters, x +% x_max : maximum permissible values of the parameters, x +% +% OUTPUT +% ====== +% x_opt : a set of parameters at or near the optimal value + + + tol_x = 1e-4; % tolerance for convergence in x + tol_f = 1e-4; % tolerance for convergence in f + max_iter = 250; % maximum number of function evaluations + + +n = length(x_init); + +onesn = ones(1,n); +ot = 2:n+1; +on = 1:n; +function_count = 0; % the number of function evaluations + + +% Nelder-Mead constants +a_reflect = 2; a_expand = 1; a_contract = 0.5; a_shrink = 0.5; + +% Evaluate the initial guess and the range of allowable parameter variation + +x_init = min(max(x_init,x_min),x_max); + +[fv] = feval(func,x_init, varargin{:}); +if any(x_max == x_min) + error('error: x_max can not equal x_min for any parameter'); +end + +% Place input guess in the simplex! (credit L.Pfeffer at Stanford) +% Set up a simplex near the initial guess. + +p1 = .2; % originally .2 +p2 = .1; % originally .1 + +delta_x = min( p1*(1+abs(x_init)) , p2*(x_max-x_init).*(x_max~=x_init) ); +idx = find(delta_x == 0); +delta_x(idx) = -p2*(x_init(idx)-x_min(idx)); + +% --- initialization +simplex = x_init; +for j = 1:n + y = x_init; + y(j) = y(j) + delta_x(j); + x = min(max(y,x_min),x_max); + simplex = [simplex x]; %create simplex one by one + [f] = feval(func,x, varargin{:}); %evaluate function + fv = [fv f]; %record function values + +end + +% order the vertices in increasing order of fv +[fv,idx] = sort(fv); simplex = simplex(:,idx); +disp([simplex;fv]) + +iter=1; +while iter < max_iter % --- main loop + + change_x = max(max(abs(simplex(:,ot)-simplex(:,onesn)))); + change_f = max(abs(fv(1)-fv(ot))); + + if change_x < tol_x && change_f < tol_f + break; + end + + % One step of the Nelder-Mead simplex algorithm + + happy = 0; + +% reflect + vbar = (sum(simplex(:,on)')/n)'; % centroid of better vertices + vr = min(max(vbar + a_reflect*(vbar-simplex(:,n+1)),x_min),x_max); + [fr] = feval(func,vr, varargin{:}); + + + if ( fr >= fv(1) && fr < fv(n+1) ) + happy = 1; vk = vr; fk = fr; how = 'reflect'; + end + +% expand + if ( happy == 0 && fr < fv(1) ) + ve = min(max(vbar + a_expand*(vr-vbar),x_min),x_max); + [fe] = feval(func,ve, varargin{:}); + + function_count = function_count + 1; + if fe < fr + happy = 1; vk = ve; fk = fe; how = 'expand'; + else + happy = 1; vk = vr; fk = fr; how = 'reflect'; + end + end + +% contract + if ( happy == 0 && fr >= fv(n) ) + vc = min(max(vbar + a_contract*(vbar-simplex(:,n+1)),x_min),x_max); + [fc] = feval(func,vc, varargin{:}); + + + if fc < fv(n+1) + happy = 1; vk = vc; fk = fc; how = 'contract'; + end + end + +% if you have accepted a new point, replace the worst point (n+1) with it + + if ( happy == 1 ) + simplex(:,n+1) = vk; fv(n+1) = fk; + else + +% shrink + v1 = simplex(:,1); + for i=2:n+1 + vs = min(max(v1 + a_shrink*(simplex(:,i)-v1),x_min),x_max); + [fs] = feval(func,vs, varargin{:}); + + simplex(:,i) = vs; + fv(i) = fs; + end + + how = 'shrink'; + end + +% order the vertices in increasing order of fv + [fv,idx] = sort(fv); simplex = simplex(:,idx); + x_opt = simplex(:,1); + %fprintf('%4i %6.2e %6.2e\n',[iter,change_f,change_x]) + iter=iter+1; +end + + diff --git a/42/replication_package/model_replication/Main no rl heterogeneity/objective.m b/42/replication_package/model_replication/Main no rl heterogeneity/objective.m new file mode 100644 index 0000000000000000000000000000000000000000..db8712d82c02abf7cf4c9c03a8a377bb46cdb4f4 --- /dev/null +++ b/42/replication_package/model_replication/Main no rl heterogeneity/objective.m @@ -0,0 +1,235 @@ +function err_mom = objective(x) + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',22); + +intmeth = 'linear'; +printr = 0; + +optset('bisect', 'tol', 1e-32); + +% Calibrated Parameters + +p.beta = x(1); % discount factor +p.alpha = x(2); % weight on housing in preferences +p.R = x(3); +p.phi = x(4); % productivity non-market +p.F0m = x(5); % fixed cost of refinancing +p.B = x(6); +p.rl = (1 + x(7))^(1/4) - 1; % interest rate + +% Assigned Parameters + +p.nu = 3; % parameter in exponential distribution + +p.pidelta = [0.975; 0.025]; % probability of expenditure shocks +p.delta = [0; 0.0625]; % expenditure shock, fraction of home (quarterly so divide by 4) + +p.T = 61*4; % last period of life +p.D = 30*4; % maturity of mortgages + +p.sigma = 2; % CRRA +p.gamma = 1; % Frisch elasticity of non-market production + +p.rm = (1 + 0.025)^(1/4) - 1; % mortgage interest rate + +p.Fs = 0.06; % fixed cost of selling home +p.F1m = 0.005; % proportional cost of refinancing + +p.wbar = 1; % parameter governing luxuriousness of bequests + +p.thetam = 0.85; % maximum LTV +p.thetay = 0.214; % maximum PTI + +rhoz = 0.9908; +sz = 0.0761; +se = (1 - 0.55)^(1/2)*0.4869; % Krueger Perri (2011) show 55% of the variance of trans compon is measurement error so subtract + +time = (1 : 1 : p.T)'; +p.lambdat = exp(0.07982636 - 0.02322307 * (time/4 + 25) + 0.00105409 * (time/4 + 25).^2 - 0.00001028 * (time/4 + 25).^3); + +p.thetay = p.thetay*(1 - 0.3126./(1 + exp(18.629 - 0.3049*(time/4 + 25)))); + +p.mbar = p.rm/(1 - (1 + p.rm)^(-p.D)); % minimum payment required per 1 of initial debt + + +% Quality of Approximation + +p.na = 75; % number of nodes for liquid assets +p.nat = 75; % number of nodes for atilde = (1 + rl)*a - delta*h +p.nl = 75; % number of nodes for liquidity +p.no = 11; % number of nodes for omega (fraction of loan outstanding) +p.nt = 5; % number of possible initial LTV +p.nh = 7; % number of nodes for housing +p.nz = 9; % points for exogenous income z +p.ne = 3; + + +% Discretize Income Process + +[zgrid, Fzz] = rouwenhorst(rhoz, sz, p.nz); +zgrid = exp(zgrid'); +p.zgrid = zgrid; + +[Fz, d] = eigs(Fzz', 1, 'largestabs'); +Fz = Fz/sum(Fz); +Fz = full(Fz); % ergodic distribution of z + +[egrid, we] = qnwnorm(p.ne, 0, se^2); +egrid = exp(egrid); +p.egrid = egrid; + + +% Discretize other state variables + +amin = -0.4; +amax = 100; +p.agrid = amin + (amax - amin)*nodeunif(p.na, 0, 1).^2; + +omin = 0; +omax = 1; +p.ogrid = omin + (omax - omin)*nodeunif(p.no, 0, 1); + +tmin = 0.25; +tmax = p.thetam; % allow to cover fixed cost +p.tgrid = tmin + (tmax - tmin)*nodeunif(p.nt, 0, 1); + +hmin = 5; % minimum house size +hmax = 40; % maximum house size +p.hgrid = hmin + (hmax - hmin)*nodeunif(p.nh, 0, 1).^1.5; + +ymin = min(p.lambdat)*zgrid(1)*egrid(1); +ymax = max(p.lambdat)*zgrid(end)*egrid(end); + +lmin = -1; % keep it reasonably negative so they know that's a bad state to find yourself in +lmax = 125; +p.lgrid = lmin + (lmax - lmin)*nodeunif(p.nl, 0, 1).^1.5; + +atmin = -p.delta(2)*hmax + (1 + p.rl)*amin; +atmax = (1 + p.rl)*amax; +p.atgrid = atmin + (atmax - atmin)*nodeunif(p.nat, 0, 1).^1.5; + + + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.atgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.atgrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for W functions +swr = gridmake(p.lgrid, p.zgrid); + +svht = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for computing intermediate value function (creier prajit) +svrt = gridmake(p.agrid, p.zgrid, p.egrid); + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + +ind3h = kron((1:1:p.no*p.nt*p.nh*p.nz*p.ne)', ones(p.na, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind3r = kron((1:1: p.nz*p.ne)', ones(p.na, 1)); + + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.nat*p.no*p.nt*p.nh*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.nat*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + +cmaxh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amin); % c that implies a' = amin +cmaxr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amin); + +cminh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amax); % c that implies a' = amax +cminr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amax); + +cmaxh = repmat(cmaxh, p.no*p.nt*p.nh*p.nz, 1); +cmaxr = repmat(cmaxr, p.nz, 1); + +cminh = repmat(cminh, p.no*p.nt*p.nh*p.nz, 1); +cminr = repmat(cminr, p.nz, 1); + + +% Terminal value of bequests + +vbarh(:, p.T + 1) = p.pidelta(1)*p.B*(p.wbar + (1 + p.rl).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(1)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma) + ... + p.pidelta(2)*p.B*(p.wbar + (1 + p.rl).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(2)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); + +vbarr(:, p.T + 1) = p.B*(p.wbar + (1 + p.rl).*svbarr(:,1)).^(1 - p.sigma)/(1 - p.sigma); + + +for t = p.T : -1 : 1 + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + At = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + [~, ~, ~, ~, vr(:,t)] = solveh(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', At, Y, znow); + + + % Solve discrete choice problem of housing + + At = svh(:,1); + Y = p.lambdat(t)*svh(:,5).*svh(:,6); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat*p.no*p.nt*p.nh, 1)), p.ne, 1); % index of z in (a, omega, theta, h, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.nat*p.no*p.nt, 1)), p.nz*p.ne, 1); % index of h in (a, omega, theta, h, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.nat*p.no, 1)), p.nh*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, z, e) space for owners + + + [~, ~, ~, ~, vh(:,t)] = solveh(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', At, Y, znow, hnow, tnow); + + % We need to interpolate to calculate the expected value before the delta shocks are realized, but after the z,e shocks are realized + + Vhinterp = griddedInterpolant({p.atgrid, (1: 1:p.no*p.nt*p.nh*p.nz*p.ne)'}, reshape(vh(:, t), p.nat, p.no*p.nt*p.nh*p.nz*p.ne), intmeth, 'linear'); + Vrinterp = griddedInterpolant({p.atgrid, (1: 1: p.nz*p.ne)'}, reshape(vr(:, t), p.nat, p.nz*p.ne), intmeth, 'linear'); + + + % Compute expected value and update vbar + + % 1. Step 1: integrate delta shocks by interpolate value of home and rent (which are functions of atilde) + + vhtemp = p.pidelta(1)*Vhinterp((1 + p.rl).*svht(:,1) - p.delta(1)*svht(:, 4), ind3h) + p.pidelta(2)*Vhinterp((1 + p.rl).*svht(:,1) - p.delta(2)*svht(:, 4), ind3h); + + vrtemp = Vrinterp((1 + p.rl).*svrt(:,1), ind3r); + + % 2. Step 2: integrate income shocks + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh, Fzz}, vhtemp((i - 1)*p.na*p.no*p.nt*p.nh*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nz)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vrtemp((i - 1)*p.na*p.nz + 1 : i*p.na*p.nz)); + + end + +end + + +simulate diff --git a/42/replication_package/model_replication/Main no rl heterogeneity/plot_decisions.m b/42/replication_package/model_replication/Main no rl heterogeneity/plot_decisions.m new file mode 100644 index 0000000000000000000000000000000000000000..02ab927bd8e2d145e7c78ec64609d4d42773f27c --- /dev/null +++ b/42/replication_package/model_replication/Main no rl heterogeneity/plot_decisions.m @@ -0,0 +1,109 @@ + +close all + +t = 185; + +EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +N = 100; + +oind = p.no; onow = oind*ones(N, 1); + +tind = 5; tnow = tind*ones(N, 1); +hind = 2; hnow = hind*ones(N, 1); +zind = 3; znow = zind*ones(N, 1); + +ind2 = sub2ind([p.no, p.nt, p.nh, p.nz], onow, tnow, hnow, znow); + +state = gridmake(nodeunif(N, 0, 2), p.ogrid(oind), p.tgrid(tind), p.hgrid(hind), p.zgrid(zind)); + +cmin = bisect('savings', 1e-13, 1e5, state(:,1), p, 'h', amax); +cmax = bisect('savings', 1e-13, 1e5, state(:,1), p, 'h', amin); + +C = solve_golden('wfunc', cmin, cmax, state, ind2, EVh, p, 'h'); + +[~, Aprime] = savings(C, state, p, 'h'); + + +figure(1) + +subplot(1, 2, 1) +plot(state(:, 1), C); + +title('consumption', 'Interpreter', 'Latex'); +xlabel('$l$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + +subplot(1, 2, 2) +plot(state(:, 1), Aprime); + +title('$a^{\prime}$', 'Interpreter', 'Latex'); +xlabel('$l$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + + + + +% Housing Choice + +eind = 2; + +state = gridmake(nodeunif(N, amin, 5), p.ogrid(oind), p.tgrid(tind), p.hgrid(hind), p.zgrid(zind), p.egrid(eind)); + +Y = p.lambdat(t)*p.zgrid(zind)*p.egrid(eind); +A = state(:,1); + +[Lall, omegaall, thetaall, hall, v, pall, vall] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', A, Y, znow, hnow, tnow); + + + +figure(2) + +subplot(2, 3, 1) +plot(A, pall); +title('prob. each choice', 'Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + +subplot(2, 3, 2) +plot(A, Lall); +title('liquidity','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + +subplot(2, 3, 3) +plot(A, omegaall); +title('$\omega^{\prime}$','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + +subplot(2, 3, 4) +plot(A, thetaall); +title('$\bar{\theta}^{\prime}$','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + + +subplot(2, 3, 5) +plot(A, hall); +title('$h^{\prime}$','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + + +subplot(2, 3, 6) +plot(A, vall); +title('value','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + diff --git a/42/replication_package/model_replication/Main no rl heterogeneity/plot_decisions_rate.m b/42/replication_package/model_replication/Main no rl heterogeneity/plot_decisions_rate.m new file mode 100644 index 0000000000000000000000000000000000000000..703b309a29407d9602d2c3ad55dc4d13e6e19c9f --- /dev/null +++ b/42/replication_package/model_replication/Main no rl heterogeneity/plot_decisions_rate.m @@ -0,0 +1,52 @@ + +close all + +% understand value of each option + +t = 75; + +tind = 3; +hind = 5; +rind = 1; +zind = 5; +eind = 2; + +omega = 0.0; + +state = gridmake(nodeunif(100, 0, 3), omega, p.tgrid(tind), p.hgrid(hind), rind, p.zgrid(zind), p.egrid(eind)); + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +ai = state(:,1); +yi = p.lambdat(t)*state(:,6).*state(:,7); + +[li, oi, thi, hi, vi, di, valli] = solveh_rm(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', ai, yi, zind*ones(100, 1), hind*ones(100, 1), tind*ones(100, 1), rind*ones(100, 1)); + +state2 = gridmake(ai + 0.0001, omega, p.tgrid(tind), p.hgrid(hind), rind, p.zgrid(zind), p.egrid(eind)); +ai2 = state2(:,1); + +[~, ~, ~, ~, vi2] = solveh_rm(state2, Whinterp, Wrinterp, p, p.thetay(t), 'h', ai2, yi, zind*ones(100, 1), hind*ones(100, 1), tind*ones(100, 1), rind*ones(100, 1)); + +vprime = (vi2 - vi)./(ai2 - ai); + + + + +figure(3) + +subplot(1, 2, 1) +plot(ai, di); + +title('discrete choice', 'Interpreter', 'Latex'); +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + + +subplot(1, 2, 2) +plot(ai, (valli(:, 1:4) - valli(:, 5))./vprime); + +title('values', 'Interpreter', 'Latex'); +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') diff --git a/42/replication_package/model_replication/Main no rl heterogeneity/rouwenhorst.m b/42/replication_package/model_replication/Main no rl heterogeneity/rouwenhorst.m new file mode 100644 index 0000000000000000000000000000000000000000..b63dcbaa002c4cdc734110fadee1cd5d36526c07 --- /dev/null +++ b/42/replication_package/model_replication/Main no rl heterogeneity/rouwenhorst.m @@ -0,0 +1,29 @@ +%rouwenhorst.m +% +%[zgrid, P] = rouwenhorst(rho, sigma_eps, n) +% +% rho is the 1st order autocorrelation +% sigma_eps is the standard deviation of the error term +% n is the number of points in the discrete approximation +% +% http://www.karenkopecky.net/rouwenhorst.m + +function [zgrid, P] = rouwenhorst(rho,sigma_eps,n) + +mu_eps = 0; + +q = (rho+1)/2; +nu = ((n-1)/(1-rho^2))^(1/2) * sigma_eps; + +P = [q 1-q;1-q q]; + + +for i=2:n-1 + P = q*[P zeros(i,1);zeros(1,i+1)] + (1-q)*[zeros(i,1) P;zeros(1,i+1)] + ... + (1-q)*[zeros(1,i+1); P zeros(i,1)] + q*[zeros(1,i+1); zeros(i,1) P]; + P(2:i,:) = P(2:i,:)/2; +end + +zgrid = linspace(mu_eps/(1-rho)-nu,mu_eps/(1-rho)+nu,n); + + diff --git a/42/replication_package/model_replication/Main no rl heterogeneity/savings.m b/42/replication_package/model_replication/Main no rl heterogeneity/savings.m new file mode 100644 index 0000000000000000000000000000000000000000..a433768aa318702a363a57e6ddfebfcd6a4669ac --- /dev/null +++ b/42/replication_package/model_replication/Main no rl heterogeneity/savings.m @@ -0,0 +1,23 @@ +function [Dist, Aprime] = savings(C, s, p, type, bnd) + +% gives A' for a given level of consumption + +if strcmp(type, 'h') + + Aprime = s(:,1) + p.phi^(1 + 1/p.gamma).*C.^(-p.sigma/p.gamma) - C; + +else + + Aprime = s(:,1) + p.phi^(1 + 1/p.gamma).*C.^(-p.sigma/p.gamma) - (1 + p.alpha^(1/p.sigma)*p.R^(1 - 1/p.sigma)).*C; + +end + +if nargin == 5 + + Dist = Aprime - bnd; + +else + + Dist = []; + +end \ No newline at end of file diff --git a/42/replication_package/model_replication/Main no rl heterogeneity/simulate.m b/42/replication_package/model_replication/Main no rl heterogeneity/simulate.m new file mode 100644 index 0000000000000000000000000000000000000000..2dfa025cc0d3cb0e68970bc5fee1a0072c2e6d1e --- /dev/null +++ b/42/replication_package/model_replication/Main no rl heterogeneity/simulate.m @@ -0,0 +1,730 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +N = 25000; +T = p.T; + +A = zeros(2*N, T + 1); % Liquid Assets +O = zeros(2*N, T + 1); % fraction of loan outstanding +Th = zeros(2*N, T + 1); % initial mortgage size +H = zeros(2*N, T + 1); % house size + +C = zeros(2*N, T); % consumption +L = zeros(2*N, T); % liquidity after making housing choice +D = zeros(2*N, T); % discrete choice: 1 ... 5 +Y = zeros(2*N, T); % income +V = zeros(2*N, T); % value function + +Pall = zeros(2*N, 5, T); +Vall = zeros(2*N, 5, T); + +Mind = zeros(2*N, T + 1); % number of your mortgage (1, 2, 3, ...) +Hind = zeros(2*N, T + 1); % number of your house (1, 2, 3) +Curt = zeros(2*N, T); % indicator for whether curtail mortgage + +% First simulate history of shocks to income + +rng(100); + +Z = zeros(2*N, T); +E = zeros(2*N, T); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + +Fzcum = [0; cumsum(Fz)]; % cumulative ergodic for initial conditions +[~, bin] = histc(unif, Fzcum); % bin is the index of initial draw of z + +Z(:,1) = bin; + +unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + +Fecum = [0; cumsum(we)]; % cumulative ergodic for transitory shock +[~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + +E(:,1) = bin; + +Y(:,1) = p.lambdat(1)*p.zgrid(Z(:,1)).*p.egrid(E(:,1)); + + +for t = 2 : T + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Z(:,t-1), :), 2)]; + + Z(:,t) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + E(:,t) = bin; + + Y(:,t) = p.lambdat(t)*p.zgrid(Z(:,t)).*p.egrid(E(:,t)); + +end + +U = rand(2*N, T); % random variable that determines choice probability (adjustment cost) + +Delta = rand(2*N, T); % random variable that determines maintenance shock + +Delta = p.delta(1)*(Delta <= p.pidelta(1)) + p.delta(2)*(Delta > p.pidelta(1)); + + +% period 1 all are renters with 0 wealth + +t = 1; + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +state = (1 + p.rl).*A(:,t); % others irrelevant here + +[Lall, Oall, Thall, Hall, V(:,t), Pall(:, 1: 3, t), Vall(:, 1 : 3, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'r', state(:,1), Y(:, t), Z(:, t)); + +Pcum = [zeros(2*N, 1), cumsum(Pall(:, 1: 3, t), 2)]; + +unif = rand(2*N, 1); + +D(:, t) = ((unif < Pcum(:, 2:end)).*(unif >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + +ind = sub2ind([2*N, 3], (1 : 1 : 2*N)', D(:,t)); + +L(:, t) = Lall(ind); +O(:, t + 1) = Oall(ind); +Th(:, t + 1) = Thall(ind); +H(:, t + 1) = Hall(ind); + + +% Find consumption + +rent = H(:, t + 1) == 0; + +Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, t), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); +Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, t), p.nl, p.nz), intmeth, 'linear'); + +cmin = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amax); % c that implies a' = amin +cmax = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amin); % c that implies a' = amin + +C(rent, t) = max(min(Crint(L(rent, t), p.zgrid(Z(rent, t))), cmax), cmin); + +[~, A(rent, t+1)] = savings(C(rent,t), L(rent, t), p, 'r'); % none of the other state variables matter + +cmin = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amax); % c that implies a' = amin +cmax = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amin); % c that implies a' = amin + +C(~rent,t) = max(min(Chint(L(~rent, t), O(~rent, t+1), Th(~rent, t+1), H(~rent, t+1), p.zgrid(Z(~rent, t))), cmax), cmin); + +[~, A(~rent, t+1)] = savings(C(~rent,t), L(~rent,t), p, 'h'); + + +Hind(:, t + 1) = D(:, t) > 1; +Mind(:, t + 1) = D(:, t) == 3; + +for t = 2 : T + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + rent = H(:, t) == 0; + + % Renters + + state = (1 + p.rl).*A(rent, t); % others don't matter directly + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, V(rent,t), Pall(rent, 1 : 3, t), Vall(rent, 1 : 3, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'r', state(:,1), Y(rent, t), Z(rent, t)); + + Pcum = [zeros(ntemp, 1), cumsum(Pall(rent, 1 : 3, t), 2)]; + + D(rent, t) = ((U(rent, t) < Pcum(:, 2:end)).*(U(rent, t) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', D(rent, t)); + + L(rent, t) = Lall(ind); + O(rent, t + 1) = Oall(ind); + Th(rent, t + 1) = Thall(ind); + H(rent, t + 1) = Hall(ind); + + Hind(rent, t + 1) = Hind(rent, t) + (D(rent, t) > 1); + Mind(rent, t + 1) = Mind(rent, t) + (D(rent, t) == 3); + + % Homeowners + + ntemp = numel(find(~rent)); + + state = [(1 + p.rl).*A(~rent, t) - Delta(~rent, t).*H(~rent, t), O(~rent, t), Th(~rent, t), H(~rent, t)]; % others don't matter directly + + hind = lookup1(p.hgrid, H(~rent, t), 1); + tind = lookup1(p.tgrid, Th(~rent, t), 1); + + [Lall, Oall, Thall, Hall, V(~rent,t), Pall(~rent, :, t), Vall(~rent, :, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', state(:,1), Y(~rent, t), Z(~rent, t), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pall(~rent, :, t), 2)]; + + D(~rent, t) = ((U(~rent, t) < Pcum(:, 2:end)).*(U(~rent, t) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', D(~rent, t)); + + L(~rent, t) = Lall(ind); + O(~rent, t + 1) = Oall(ind); + Th(~rent, t + 1) = Thall(ind); + H(~rent, t + 1) = Hall(ind); + + Hind(~rent, t + 1) = Hind(~rent, t) + (D(~rent, t) == 2 | D(~rent, t) == 3); + Mind(~rent, t + 1) = Mind(~rent, t) + (D(~rent, t) == 3 | D(~rent, t) == 4); + + Curt(~rent, t + 1) = (Curt(~rent, t) == 1 | (O(~rent, t+1) <= (1 + p.rm)*O(~rent, t) - p.mbar - 1e-5)) & (D(~rent, t) == 5) & (O(~rent, t+1) > 0); + + + % Find consumption + + rent = H(:, t + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, t), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, t), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amin); % c that implies a' = amin + + C(rent, t) = max(min(Crint(L(rent, t), p.zgrid(Z(rent, t))), cmax), cmin); + + [~, A(rent, t+1)] = savings(C(rent,t), L(rent, t), p, 'r'); % none of the other state variables matter + + cmin = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amin); % c that implies a' = amin + + C(~rent,t) = max(min(Chint(L(~rent, t), O(~rent, t+1), Th(~rent, t+1), H(~rent, t+1), p.zgrid(Z(~rent, t))), cmax), cmin); + + [~, A(~rent, t+1)] = savings(C(~rent,t), L(~rent,t), p, 'h'); + + +end + +Asave = A; +Osave = O; +Thsave = Th; +Hsave = H; +Csave = C; +Lsave = L; +Dsave = D; +Ysave = Y; +Zsave = Z; +Esave = E; +Vsave = V; +Pallsave = Pall; +Vallsave = Vall; +Usave = U; +Deltasave = Delta; + + +%{ + +figure(2) + +id = 1; + +subplot(2,2,1), plot([C(id, 1 : p.T)', Y(id, 1 : p.T)']); +title('Consumption and Income', 'Interpreter','Latex'); +h = legend('consumption', 'income'); +set(gca, 'ygrid', 'on') +set(h,'Interpreter','latex'); + + +subplot(2,2,2), plot([A(id, 1 : p.T + 1)', H(id, 1 : p.T + 1)'.*(1 - O(id, 1 : p.T + 1)'.*Th(id, 1 : p.T + 1)')]); +title('Wealth', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') +h = legend('liquid', 'illiquid'); +set(h,'Interpreter','latex'); + +subplot(2,2,3), plot([H(id, 2 : p.T + 1)', (p.R/p.alpha)^(-1/p.sigma)*C(id, :)']) +title('Housing', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +subplot(2,2,4), plot(O(id, 1 : p.T + 1)'.*Th(id, 1 : p.T + 1)') +title('LTV', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + + + +figure(3) + +subplot(2,2,1), plot([mean(C(:, 1 : p.T))', mean(Y(:, 1 : p.T))']); +title('Consumption and Income', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +legend('consumption', 'income') +set(gca, 'ygrid', 'on') + +subplot(2,2,2), plot([mean(A)', mean(H.*(1 - Th.*O))']); +title('Wealth', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') +h = legend('liquid', 'illiquid'); +set(h,'Interpreter','latex'); + +subplot(2,2,3), plot([mean(H)']); +title('Housing Stock', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +subplot(2,2,4), plot([mean(Th.*H.*O)'./mean(H)']); +title('LTV', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +%} + +W = A + H.*(1 - Th.*O); +Debt = H.*Th.*O; +Yh = p.phi^(1 + 1/p.gamma)*C.^(-p.sigma/p.gamma); % home production +Rent = p.R*(p.R/p.alpha)^(-1/p.sigma)*C.*(H(:, 2:end) == 0); + + +% LTVtilde = zeros(size(Debttilde)); +% LTVtilde(H > 0) = Debttilde(H>0)./H(H>0); + +%{ +thetagrid = lookup1(p.tgrid, Th(:, 2:end), 1); +htemp = H(:, 2: end); + +% PTItilde = p.mbar*Debttilde(:, 2:end)./Y; + +newloan = D == 3 | D == 4; +LTVbinds = Th(:, 2:end) == p.thetam & newloan; + +PTIuncon = zeros(2*N, T); + +uncon = newloan & thetagrid < 5; + +PTIuncon(uncon) = p.mbar*p.tgrid(thetagrid(uncon) + 1).*htemp(uncon)./Y(uncon); + +PTIbinds = PTIuncon > p.thetay' & ~LTVbinds; + +fractatLTV = mean(LTVbinds(newloan)); +fractatPTI = mean(PTIbinds(newloan)); + +fprintf('\n') +fprintf('Fraction constrained by: 1. LTV, 2. PTI, 3. unconst = %9.2f %9.2f %9.2f\n', [fractatLTV, fractatPTI, 1 - fractatLTV - fractatPTI]); +fprintf('\n') + +%} +%{ + +% Check aggregate resource constraint +% transaction costs: + +Debttilde = zeros(2*N, T + 1); +Debttilde(H > 0) = (Debt(H > 0) - p.F0m)./(1 + p.F1m); + + +Ftrans = (H(:, 1 : end - 1) == 0).*(D == 3).*(p.F0m + p.F1m*Debttilde(:, 2:end)) + ... % mortgage origination cost for renters + (H(:, 1 : end - 1) > 0).*(D <= 3).*(p.Fs*H(:, 1 : end - 1)) + ... % house selling costs for homeowners + (H(:, 1 : end - 1) > 0).*(D == 3 | D == 4).*(p.F0m + p.F1m*Debttilde(:, 2:end)); % mortgage origination cost for homeowners + +t = 1:T; + +err_agg = norm(vec(C(:,t) + H(:, t+1) + A(:, t+1) + (1 + p.rm)*Debt(:, t) + Rent(:,t) - Yh(:,t) - Y(:,t) - (1 + p.rl).*A(:, t) - H(:, t).*(1 - Delta(:,t)) - Debt(:, t+1) + Ftrans(:,t))); + +fprintf('Err in Agg Resource Constr = %9.2e \n', err_agg); +%} + +fsell = mean(vec(D <= 3 & H(:, 1 : end-1) > 0))/ mean(vec(H(:, 1 : end-1) > 0))*4; +fmortg = mean(vec(Th(:,1:end-1).*O(:,1:end-1) > 0 & H(:, 1 : end-1) > 0)) / mean(vec(H(:, 1 : end-1) > 0)); + +agewealthratio = mean(vec(W(:, 41*4 + 1 : end))) / mean(vec(W(:, 2 : 41*4))); + +reqpayment = p.mbar*Th(:, 1:end - 1).*H(:, 1:end - 1).*(O(:, 1:end - 1) > 0).*(D == 5); +actpayment = ((1 + p.rm)*Debt(:, 1 : end - 1) - Debt(:, 2 : end)).*(D == 5); + +fcurtail = sum(vec(D == 5) & vec(O(:, 1:end-1) > 0) & vec(Curt(:, 1:end - 1) > 0))/sum(vec(D == 5) & vec(O(:, 1:end-1) > 0)); + +PTI = reqpayment(reqpayment > 0)./Y(reqpayment > 0); + +HY = H(:, 2:end)./Y/4; + +Age = zeros(2*N, T); % mortgage age + +for t = 2 : T + + Age(:,t) = (Age(:,t-1) + 1/4).*(Age(:,t-1) > 0 & D(:,t) == 5) + 1/4.*(D(:,t) == 3 | D(:,t) == 4); + +end + +Age = Age - 1/4; + +Age = floor(Age); + +LTV = O.*Th; + + +% Let's compute refinance statistics the way Denis did in PSID data (imagine we track people every 2 years) + + +dates = 5 : 8 : p.T; % interview dates: Jan 1 1999, Jan 1 2001, Jan 1 2003 ... + +Ya = zeros(2*N, numel(dates) - 1); % annual income: 1998, 2000, 2002 +Ra = zeros(2*N, numel(dates) - 1); % refinance between 1998-2000, 2000-2002 ... +Na = zeros(2*N, numel(dates) - 1); % eligible to be counted as refinancer +Aa = zeros(2*N, numel(dates) - 1); % liquid assets at the time of the interview +Ha = zeros(2*N, numel(dates) - 1); % house value at interview +LTVa = zeros(2*N, numel(dates) - 1); % LTV at interview +dLTVa = zeros(2*N, numel(dates) - 1); % change in LTV + +for i = 1 : numel(dates) - 1 + +Ya(:, i) = sum(Y(:, dates(i) - 4 : 1 : dates(i) - 1), 2); + +Ra(:, i) = LTV(:, dates(i + 1)) > 1.05*LTV(:, dates(i)) & Hind(:, dates(i+1)) == Hind(:, dates(i)) & LTV(:, dates(i)) > 0 & H(:, dates(i)) > 0; +Na(:, i) = Hind(:, dates(i+1)) == Hind(:, dates(i)) & LTV(:, dates(i)) > 0 & H(:, dates(i)) > 0; + +Aa(:, i) = A(:, dates(i)); +Ha(:, i) = H(:, dates(i)); +LTVa(:, i) = LTV(:, dates(i)); +dLTVa(:, i) = LTV(:, dates(i + 1)) - LTV(:, dates(i)); + + +end + +AYa = Aa./Ya; +AWa = Aa./(Aa + (1 - LTVa).*Ha); +AWa(isnan(AWa)) = 0; + + +fextract = sum(Ra(:) > 0 & Na(:) > 0)/sum(Na(:) > 0); +medextract = median(dLTVa(Ra(:) > 0 & Na(:) > 0)./LTVa(Ra(:) > 0 & Na(:) > 0)); +meanextract = mean(dLTVa(Ra(:) > 0 & Na(:) > 0)./LTVa(Ra(:) > 0 & Na(:) > 0)); +meddLTV = median(dLTVa(Ra(:) > 0 & Na(:) > 0)); +meandLTV = mean(dLTVa(Ra(:) > 0 & Na(:) > 0)); + +AWrefimean = mean(AWa(Ra == 1 & Na == 1)); +AWinacmean = mean(AWa(Ra == 0 & Na == 1)); +AYrefimean = mean(AYa(Ra == 1 & Na == 1)); +AYinacmean = mean(AYa(Ra == 0 & Na == 1)); + + +AWrefimed = median(AWa(Ra == 1 & Na == 1)); +AWinacmed = median(AWa(Ra == 0 & Na == 1)); +AYrefimed = median(AYa(Ra == 1 & Na == 1)); +AYinacmed = median(AYa(Ra == 0 & Na == 1)); + + + + +LTV = LTV(:, 2:end); + + +moment_model = zeros(57, 1); + +moment_model(1) = mean(vec(H(:, 2 : end) > 0)); +moment_model(2) = mean(vec(W(:, 2 : end))) /mean(vec(Y))/4; +moment_model(3) = mean(vec(H(:, 2 : end))) /mean(vec(Y))/4; +moment_model(4) = mean(vec(Debt(:, 2 : end))) /mean(vec(Y))/4; +moment_model(5) = mean(vec(A(:, 2 : end))) /mean(vec(Y))/4; +moment_model(6) = median(vec(A(:, 2 : end))) /mean(vec(Y))/4; + +moment_model(7) = mean(A(H > 0)) /mean(vec(Y))/4; +moment_model(8) = median(A(H > 0)) /mean(vec(Y))/4; + +moment_model(9) = mean(vec(A(:,2:end) <= 0)); +moment_model(10) = mean(vec(A(:,2:end) <= 4/26*Y)); % HTM with liquid assets < 2 weeks +moment_model(11) = sum(vec(A(:,2:end) <= 0) & vec(H(:, 2:end) > 0))/sum(vec(H(:, 2:end) > 0)); +moment_model(12) = sum(vec(A(:,2:end) <= 4/26*Y) & vec(H(:, 2:end) > 0))/sum(vec(H(:, 2:end) > 0)); + +moment_model(13) = fextract; +moment_model(14) = mean(vec(Yh))/mean(vec(C)); +moment_model(15) = agewealthratio; + +moment_model(16) = fcurtail; +moment_model(17) = fsell; +moment_model(18) = fmortg; +moment_model(19) = medextract; +moment_model(20) = meddLTV; + + +moment_model(21 : 25) = prctile(vec(A(:, 2 : end)), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(26 : 30) = prctile(A(H == 0), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(31 : 35) = prctile(A(H > 0), [10; 25; 50; 75; 90])/mean(vec(Y))/4; + +hpgrowth = 0.00; + +moment_model(36 : 40) = prctile(LTV(LTV > 0)./(1 + hpgrowth).^(Age(LTV > 0) - 1), [10; 25; 50; 75; 90]); + + +moment_model(41 : 45) = prctile((1 - Th(H > 0).*O(H > 0)).*H(H > 0)./W(H > 0), [10; 25; 50; 75; 90]); +moment_model(46 : 50) = prctile(vec(W(:,2:end)), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(51 : 55) = prctile(PTI, [10; 25; 50; 75; 90]); +moment_model(56 : 60) = prctile(HY(HY > 0), [10; 25; 50; 75; 90]); +moment_model(61 : 65) = prctile(Age(Age >=0 & LTV > 0), [10; 25; 50; 75; 90]); + +moment_model(66) = AWrefimean; +moment_model(67) = AWinacmean; +moment_model(68) = AYrefimean; +moment_model(69) = AYinacmean; +moment_model(70) = AWrefimed; +moment_model(71) = AWinacmed; +moment_model(72) = AYrefimed; +moment_model(73) = AYinacmed; + + +moment_data = [0.64; 1.45; 1.82; 0.83; 0.46; 0.07; 0.53; 0.15; 0.26; 0.41; 0.20; 0.32; 0.15; 0.23; 2.00; 0.22; 0.044; 0.71; 0.24; 0.11; + -0.04; 0; 0.07; 0.48; 1.50; -0.05; 0; 0.01; 0.15; 1; -0.04; 0.01; 0.15; 0.68; 1.69; + 0.18; 0.39; 0.62; 0.77; 0.88; 0.36; 0.64; 0.87; 0.99; 1.04; 0; 0.04; 0.73; 2.34; 3.94; + 0.05; 0.08; 0.11; 0.17; 0.24; 1.02; 1.62; 2.48; 3.78; 6.43; 0; 1; 3; 6; 10; + 0.09; 0.21; 0.34; 1.39; 0.04; 0.16; 0.03; 0.18]; + + +if printr + + + clc + +fprintf('\n') +fprintf('Left Column: Model, Right Column: Data\n') +fprintf('\n') +fprintf('Table 11, A. Moments Used in Calibration \n') + +fprintf('\n') +fprintf('I. Aggregate Moments\n') + +fprintf('\n') +fprintf('fraction homeowners = %9.2f %9.2f\n', [moment_model(1), moment_data(1)]); +fprintf('wealth to income = %9.2f %9.2f\n', [moment_model(2), moment_data(2)]); +fprintf('housing to income = %9.2f %9.2f\n', [moment_model(3), moment_data(3)]); +fprintf('mortgage debt to income = %9.2f %9.2f\n', [moment_model(4), moment_data(4)]); +fprintf('mean liquid assets to income = %9.2f %9.2f\n', [moment_model(5), moment_data(5)]); +fprintf('fraction borrowers who extract = %9.2f %9.2f\n', [round(moment_model(13)/2*100)/100, round(moment_data(13)/2*100)/100]); + +fprintf('\n') +fprintf('\n') +fprintf('II. Distribution of Liquid Assets\n') + +fprintf('\n') +fprintf('\n') +fprintf('10th pctile = %9.2f %9.2f\n', [moment_model(21), moment_data(21)]); +fprintf('25th pctile = %9.2f %9.2f\n', [moment_model(22), moment_data(22)]); +fprintf('50th pctile = %9.2f %9.2f\n', [moment_model(23), moment_data(23)]); +fprintf('75th pctile = %9.2f %9.2f\n', [moment_model(24), moment_data(24)]); +fprintf('90th pctile = %9.2f %9.2f\n', [moment_model(25), moment_data(25)]); +fprintf('\n') + + +% fprintf('\n') +% fprintf('\n') +% fprintf('Homeownership Rate = %9.2f %9.2f\n', [moment_model(1), moment_data(1)]); +% fprintf('Aggregate Wealth to Income = %9.2f %9.2f\n', [moment_model(2), moment_data(2)]); +% fprintf('Aggregate Housing to Income = %9.2f %9.2f\n', [moment_model(3), moment_data(3)]); +% fprintf('Aggregate Debt to Income = %9.2f %9.2f\n', [moment_model(4), moment_data(4)]); +% +% fprintf('\n') +% fprintf('Aggregate Liquid assets to Income = %9.2f %9.2f\n', [moment_model(5), moment_data(5)]); +% fprintf('Median Liquid assets to Income = %9.2f %9.2f\n', [moment_model(6), moment_data(6)]); +% fprintf('Mean Liquid assets to Income Owners = %9.2f %9.2f\n', [moment_model(7), moment_data(7)]); +% fprintf('Median Liquid assets to Income Owners = %9.2f %9.2f\n', [moment_model(8), moment_data(8)]); +% +% fprintf('\n') +% fprintf('Fraction HTM (A <= 0) = %9.2f %9.2f\n', [moment_model(9), moment_data(9)]); +% fprintf('Fraction HTM (A <= 1/26 income) = %9.2f %9.2f\n', [moment_model(10), moment_data(10)]); +% fprintf('Fraction HTM (A <= 0) Owners = %9.2f %9.2f\n', [moment_model(11), moment_data(11)]); +% fprintf('Fraction HTM (A <= 1/26 income) Owners = %9.2f %9.2f\n', [moment_model(12), moment_data(12)]); +% +% fprintf('\n') +% +% fprintf('Fraction of Borrowers who extract last 2 years = %9.2f %9.2f\n', [moment_model(13), moment_data(13)]); +% fprintf('Non-Market Production to Consumption = %9.2f %9.2f\n', [moment_model(14), moment_data(14)]); +% fprintf('Mean wealth retirees / workers = %9.2f %9.2f\n', [moment_model(15), moment_data(15)]); +% fprintf('\n') +% fprintf('\n') +% +% fprintf('\n') +% fprintf('Fraction of Borrowers Ahead on Payments = %9.2f %9.2f\n', [moment_model(16), moment_data(16)]); +% fprintf('Fraction of Homeowners who sell = %9.2f %9.2f\n', [moment_model(17), moment_data(17)]); +% fprintf('Fraction of Homeowners with mortgage = %9.2f %9.2f\n', [moment_model(18), moment_data(18)]); +% fprintf('Median increase in balance extract = %9.2f %9.2f\n', [moment_model(19), moment_data(19)]); +% fprintf('Median increase in LTV extract = %9.2f %9.2f\n', [moment_model(20), moment_data(20)]); +% +% fprintf('\n') +% +% fprintf('10 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(21), moment_data(21)]); +% fprintf('25 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(22), moment_data(22)]); +% fprintf('50 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(23), moment_data(23)]); +% fprintf('75 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(24), moment_data(24)]); +% fprintf('90 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(25), moment_data(25)]); +% fprintf('\n') +% fprintf('10 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(26), moment_data(26)]); +% fprintf('25 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(27), moment_data(27)]); +% fprintf('50 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(28), moment_data(28)]); +% fprintf('75 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(29), moment_data(29)]); +% fprintf('90 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(30), moment_data(30)]); +% fprintf('\n') +% fprintf('10 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(31), moment_data(31)]); +% fprintf('25 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(32), moment_data(32)]); +% fprintf('50 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(33), moment_data(33)]); +% fprintf('75 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(34), moment_data(34)]); +% fprintf('90 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(35), moment_data(35)]); +% +% +% fprintf('\n') +% +% fprintf('10 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(36), moment_data(36)]); +% fprintf('25 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(37), moment_data(37)]); +% fprintf('50 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(38), moment_data(38)]); +% fprintf('75 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(39), moment_data(39)]); +% fprintf('90 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(40), moment_data(40)]); +% fprintf('\n') +% fprintf('10 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(41), moment_data(41)]); +% fprintf('25 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(42), moment_data(42)]); +% fprintf('50 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(43), moment_data(43)]); +% fprintf('75 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(44), moment_data(44)]); +% fprintf('90 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(45), moment_data(45)]); +% fprintf('\n') +% fprintf('10 pctile Wealth = %9.2f %9.2f\n', [moment_model(46), moment_data(46)]); +% fprintf('25 pctile Wealth = %9.2f %9.2f\n', [moment_model(47), moment_data(47)]); +% fprintf('50 pctile Wealth = %9.2f %9.2f\n', [moment_model(48), moment_data(48)]); +% fprintf('75 pctile Wealth = %9.2f %9.2f\n', [moment_model(49), moment_data(49)]); +% fprintf('90 pctile Wealth = %9.2f %9.2f\n', [moment_model(50), moment_data(50)]); +% fprintf('\n') +% fprintf('10 pctile PTI = %9.2f %9.2f\n', [moment_model(51), moment_data(51)]); +% fprintf('25 pctile PTI = %9.2f %9.2f\n', [moment_model(52), moment_data(52)]); +% fprintf('50 pctile PTI = %9.2f %9.2f\n', [moment_model(53), moment_data(53)]); +% fprintf('75 pctile PTI = %9.2f %9.2f\n', [moment_model(54), moment_data(54)]); +% fprintf('90 pctile PTI = %9.2f %9.2f\n', [moment_model(55), moment_data(55)]); +% fprintf('\n') +% fprintf('10 pctile housing to income = %9.2f %9.2f\n', [moment_model(56), moment_data(56)]); +% fprintf('25 pctile housing to income = %9.2f %9.2f\n', [moment_model(57), moment_data(57)]); +% fprintf('50 pctile housing to income = %9.2f %9.2f\n', [moment_model(58), moment_data(58)]); +% fprintf('75 pctile housing to income = %9.2f %9.2f\n', [moment_model(59), moment_data(59)]); +% fprintf('90 pctile housing to income = %9.2f %9.2f\n', [moment_model(60), moment_data(60)]); +% fprintf('\n') +% fprintf('10 pctile mortgage age = %9.0f %9.0f\n', [moment_model(61), moment_data(61)]); +% fprintf('25 pctile mortgage age = %9.0f %9.0f\n', [moment_model(62), moment_data(62)]); +% fprintf('50 pctile mortgage age = %9.0f %9.0f\n', [moment_model(63), moment_data(63)]); +% fprintf('75 pctile mortgage age = %9.0f %9.0f\n', [moment_model(64), moment_data(64)]); +% fprintf('90 pctile mortgage age = %9.0f %9.0f\n', [moment_model(65), moment_data(65)]); +% fprintf('\n') +% fprintf(' Mean Liquid Assets to Wealth: Refi = %9.2f %9.2f\n', [moment_model(66), moment_data(66)]); +% fprintf(' Mean Liquid Assets to Wealth: Dont = %9.2f %9.2f\n', [moment_model(67), moment_data(67)]); +% %fprintf(' Mean Liquid Assets to Income: Refi = %9.2f %9.2f\n', [moment_model(68), moment_data(68)]); +% %fprintf(' Mean Liquid Assets to Income: Dont = %9.2f %9.2f\n', [moment_model(69), moment_data(69)]); +% fprintf('Median Liquid Assets to Wealth: Refi = %9.2f %9.2f\n', [moment_model(70), moment_data(70)]); +% fprintf('Median Liquid Assets to Wealth: Dont = %9.2f %9.2f\n', [moment_model(71), moment_data(71)]); +% %fprintf('Median Liquid Assets to Income: Refi = %9.2f %9.2f\n', [moment_model(72), moment_data(72)]); +% %fprintf('Median Liquid Assets to Income: Dont = %9.2f %9.2f\n', [moment_model(73), moment_data(73)]); + +% Calculate life time value + +Hs = H(:, 2 : p.T + 1).*(H(:, 2 : p.T + 1) > 0) + (p.R/p.alpha)^(-1/p.sigma)*C.*(H(:, 2 : p.T + 1) == 0); + +U = C.^(1 - p.sigma)/(1 - p.sigma) + p.alpha*Hs.^(1 - p.sigma)/(1 - p.sigma) - p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*C.^(-p.sigma*(1 + 1/p.gamma)); + + +V = sum(p.beta.^(0 : 1 : p.T - 1).*U, 2) + p.beta^p.T*p.B*(p.wbar + (1 + p.rl)*A(:,p.T+1) + (1 - p.Fs - (1 + p.rm)*O(:,p.T+1).*Th(:,p.T+1)).*H(:,p.T+1)).^(1 - p.sigma)/(1 - p.sigma); + +V = ((1 - p.sigma)*(1 - p.beta)/(1 - p.beta^p.T)*mean(V))^(1/(1 - p.sigma)); +% +% fprintf('\n') +% fprintf('Life Time Value, CEV = %9.4f \n', V); + +end + +weights = zeros(numel(moment_data), 1); + +weights(1) = 10; +weights(2 : 8) = 1; +weights(5 : 6) = 10; % mean/median liquid assets +weights(10) = 1; +weights(12) = 1; +weights(13) = 20; +weights(14:15) = 1; +weights(35) = 1; + + +weights = weights/sum(weights); + +err_mom = (moment_model - moment_data)./(1 + moment_data); +err_mom = (weights'*err_mom.^2).^(1/2); + +% if exist('x', 'var') +% +% fprintf('%5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f \n', [x(:)', err_mom]); +% +% else +% +% fprintf('\n'); +% fprintf('value of objective = %5.6f \n', err_mom); +% fprintf('\n'); +% +% end + + + +if 0 % plot life-cycle facts + + Hage = zeros(12, 1); + Wage = zeros(12, 1); + Yage = zeros(12, 1); + Dage = zeros(12, 1); + + + for i = 1 : 12 + + Hage(i) = mean(vec(H(:, 1 + (i - 1)*20 + 1 : i*20))); % end of period + Wage(i) = mean(vec(W(:, 1 + (i - 1)*20 + 1 : i*20))); + Yage(i) = mean(vec(Y(:, (i - 1)*20 + 1 : i*20)))*4; + Dage(i) = mean(vec(Debt(:, 1 + (i - 1)*20 + 1 : i*20))); + + end + + Hagedata = [1.1087; 1.4087; 1.4763; 1.9266; 2.0235; 2.4097; 2.4357; 2.1536; 2.1235; 2.2089; 1.9586; 1.6400]; + Wagedata = [0.6662; 0.8185; 0.8671; 1.2850; 1.4026; 1.7998; 2.0514; 2.1628; 2.2489; 2.6734; 2.6458; 2.4242]; + Dagedata = [0.7153; 0.9609; 0.9500; 1.0210; 1.0908; 1.0429; 0.8714; 0.6650; 0.5929; 0.2739; 0.1116; 0.1019]; + Yagedata = [0.9588; 0.9789; 1.0230; 1.0682; 1.0930; 1.2830; 1.0935; 0.9195; 0.9010; 0.6512; 0.6091; 0.7702]; + + Aage = Wage - (Hage - Dage); + Aagedata = Wagedata - (Hagedata - Dagedata); + + figure(100) + + set(gcf,'DefaultLineLineWidth', 3); + subplot(2,2,1); + plot((27.5:5:82.5)', [Yagedata/mean(Yagedata), Yage/mean(Yage)]); + set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) + set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') + xlabel('age', 'Interpreter','latex'); + title('A. Income', 'Interpreter','latex'); + xlim([25, 85]); + + subplot(2,2,2); + plot((27.5:5:82.5)', [Wagedata./Yagedata, Wage./Yage]); + set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) + set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') + xlabel('age', 'Interpreter','latex'); + title('B. Wealth to Income', 'Interpreter','latex'); + xlim([25, 85]); + + subplot(2,2,3); + plot((27.5:5:82.5)', [Hagedata./Yagedata, Hage./Yage]); + set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) + set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') + xlabel('age', 'Interpreter','latex'); + title('C. Housing to Income', 'Interpreter','latex'); + xlim([25, 85]); + + subplot(2,2,4); + plot((27.5:5:82.5)', [(Hagedata - Dagedata)./Yagedata, (Hage - Dage)./Yage]); + set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) + set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') + xlabel('age', 'Interpreter','latex'); + title('D. Housing Wealth to Income', 'Interpreter','latex'); + xlim([25, 85]); + +end diff --git a/42/replication_package/model_replication/Main no rl heterogeneity/simulate_liquidity.m b/42/replication_package/model_replication/Main no rl heterogeneity/simulate_liquidity.m new file mode 100644 index 0000000000000000000000000000000000000000..46f77bb06d2d15907d1cb13b71b5bdfa9dc34a3d --- /dev/null +++ b/42/replication_package/model_replication/Main no rl heterogeneity/simulate_liquidity.m @@ -0,0 +1,512 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 5; + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); +Deltasim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + p.rl).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + p.rl).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); + + +% find out who is constrained in period 2 + + +for time = 1 : S + + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + +end + + +% Next Study Liquidity Injection: raise everyone's omega by 1% and increase A by the corresponding amount + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = Vsim; + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +time = 2; + +Thcsim(:, :, time) = Thsim(:, :, time).*(Thsim(:, :,time) > 0 & Hsim(:,:,time) > 0) + p.tgrid(end).*(Thsim(:, :,time) == 0 & Hsim(:,:,time) > 0); + +Ocsim(:, :, time) = min(Osim(:, :, time) + 0.01/(1 + p.rm)./Thcsim(:, :, time), 1).*(Hsim(:, :, time) > 0); + +Transfer = (1 + p.rm)*(Ocsim(:, :, time).*Thcsim(:, :, time) - Osim(:, :, time).*Thsim(:, :, time)).*Hsim(:, :, time); + +Acsim(:, :, time) = Asim(:, :, time) + 1/(1 + p.rl)*Transfer; + + +%Ocsim(:, :, time) = Osim(:, :, time); +%Thcsim(:, :, time) = Thsim(:, :, time); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + % Renters + + rent = Hcsim(:, initage, time) == 0; + + state = (1 + p.rl).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + p.rl).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); + + +for time = 1 : S + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*Hcsim(:, :, time))); + +end + + +MPCt = (Cct - Ct)/mean(vec(Transfer)); + + +% Ask: how many homeowners (in period time = 2) benefit, so Vcsim(:, :, time) > Vsim(:, :, time) and what do + +% 1. Fraction of homeowners who benefit + +% 2. Distribution of welfare gains + +Vnew = reshape(Vcsim(:, :, 2), 2*N*T, 1); +Vold = reshape(Vsim(:, :, 2), 2*N*T, 1); +UCold = reshape(Csim(:, :, 2).^(- p.sigma), 2*N*T, 1); +Transfer = reshape(Transfer, 2*N*T, 1); + +PTI = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + +ind = Transfer > 0; + +gains = max(min((Vnew(ind) - Vold(ind))./Transfer(ind)./UCold(ind), 1), 0); % small fraction due to interpolation error + +htm = PTI >=0.17; +htm = reshape(htm, 2*N*T, 1); + +htm = htm(ind); + +fbenefit = mean(gains > 0); + +MPC = (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma) - (Csim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Csim(:, :, 2).^(-p.sigma/p.gamma))); +MPC = reshape(MPC, 2*N*T, 1); + +MPC = MPC(ind)./Transfer(ind); + + +fprintf('\n') +fprintf('Table 11, C. Severity of Liquidity Constraints \n') +fprintf('\n') +fprintf('fraction liquidity constrained = %9.2f\n', mean(gains > 0)); +fprintf('mean valuation of liquidity = %9.2f\n', mean(gains(gains > 0))); +fprintf('mean fraction consumed = %9.2f\n', mean(MPC(gains > 0))); + +% plot value of liquidity as a function of various characteristics + +% 1. Loan to Value + +ltv = Thsim(:, :, 2).*Osim(:,:,2); +lasst = Asim(:, :, 2)./(Asim(:,:,2) + (1 - Thsim(:, :, 2).*Osim(:, :, 2)).*Hsim(:,:,2)); % liquid assets to wealth +logy = log(Ysim(:, :, 2)); % log income +pti = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + + +ltv = ltv(ind); +lasst = lasst(ind); +logy = logy(ind); +pti = pti(ind); + +prefi = squeeze(Pallsim(:, 4, :, time)); +prefi = prefi(ind); + +xx = [ltv, pti, lasst, logy]; +yy = gains; + +figure(5) +subplot(2, 2, 1) + +[xxmed, yymed] = binned_plot(xx(:,1), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, 0, 0.9); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); + +hold on; + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('loan-to-value ratio','Interpreter','latex'); +ylabel('value of liquidity','Interpreter','latex'); +title('A. LTV','Interpreter','latex'); +box on + + +subplot(2, 2, 2) + +[xxmed, yymed] = binned_plot(xx(:,2), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, 0, 0.3); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('payment to income ratio','Interpreter','latex'); +title('B. PTI','Interpreter','latex'); +box on + + + +subplot(2, 2, 3) + +[xxmed, yymed] = binned_plot(xx(:,3), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, xxmed(1), xxmed(end)); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('liquid assets to wealth','Interpreter','latex'); +ylabel('value of liquidity','Interpreter','latex'); +title('C. Liquid Assets to Wealth','Interpreter','latex'); +box on + + +subplot(2, 2, 4) + +[xxmed, yymed] = binned_plot(xx(:,4), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, xxmed(1), xxmed(end)); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('log income','Interpreter','latex'); +title('D. Income','Interpreter','latex'); +box on diff --git a/42/replication_package/model_replication/Main no rl heterogeneity/solve_golden.m b/42/replication_package/model_replication/Main no rl heterogeneity/solve_golden.m new file mode 100644 index 0000000000000000000000000000000000000000..0fa9a2fd6a76c39a4f9386c0f37fbb122bc9b5a0 --- /dev/null +++ b/42/replication_package/model_replication/Main no rl heterogeneity/solve_golden.m @@ -0,0 +1,41 @@ +function [x, v] = solve_golden(f, a, b, varargin) + +tol = 1e-6; + +alpha1 = (3-sqrt(5))/2; +alpha2 = (sqrt(5)-1)/2; + +d = b - a; + +x1 = a + alpha1*d; +x2 = a + alpha2*d; + +f1 = feval(f, x1, varargin{:}); +f2 = feval(f, x2, varargin{:}); + +d = alpha1*alpha2*d; + +x1new = x1; +x2new = x2; +f1new = f1; +f2new = f2; + +while any((d)>tol) + + f1 = f1new; + f2 = f2new; + x1 = x1new; + x2 = x2new; + + d = d*alpha2; + x2new = x1.*(f2=f1); + f2new = f1.*(f2=f1); + + x1new = (x1-d).*(f2=f1); + f1new = feval(f, x1 - d, varargin{:}).*(f2=f1); + +end + +x = x2new.*(f2new>=f1new) + x1new.*(f2new= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase New Home with Mortgage + + + % create a grid of possible houses and initial LTVs + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y; + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/p.hgrid(ht(i, 1)))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.hgrid(ht(i, 1)); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + good = (ttilde <= min(p.thetam, pti*Y/p.mbar/p.hgrid(ht(i, 1)))) & (Ltemp(:,i) > p.lgrid(1)); + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + + end + end + + % Compute pall and v + + [vn, in] = max(vall(:, 1 : 2), [], 2); + vb = vall(:,3); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); % avoid NaN + + pall = zeros(ns, 3); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 3) = pb; + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + + +else + + Lall = zeros(ns, 5); + omegaall = zeros(ns, 5); + thetaall = zeros(ns, 5); + hall = zeros(ns, 5); + vall = zeros(ns, 5); + + for branch = 1 : 1 : 5 + + if branch == 1 % Switch to Renting + + Lall(:, branch) = At + Y + (1 - p.Fs)*s(:,4) - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4); % liquidity after housing choice + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = 0; + + vall(:, branch) = Wrinterp(Lall(:, branch), znow); + + + elseif branch == 2 % Purchase home without mortgage + + vtemp = zeros(ns, p.nh) - 1e12; + + Ltemp = zeros(ns, p.nh); + + Cash = At + Y + (1 - p.Fs)*s(:,4) - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nh + + Ltemp(:,i) = Cash - p.hgrid(i); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (i - 1)*p.no*p.nt + (1 - 1) *p.no + 1; + + good = Ltemp(:, i) >= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase home with mortgage + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y + (1 - p.Fs)*s(:, 4) - (1 + p.rm)*s(:, 2).*s(:, 3).*s(:, 4); + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/p.hgrid(ht(i, 1)))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.hgrid(ht(i, 1)); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbar/p.hgrid(ht(i, 1)))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + elseif branch == 4 % Refinance mortgage + + + vtemp = zeros(ns, p.nt) - 1e12; + Ltemp = zeros(ns, p.nt); + + Cash = At + Y - (1 + p.rm)*s(:, 2).*s(:, 3).*s(:, 4); + + for i = 1 : p.nt + + ttilde = (p.tgrid(i) - p.F0m./s(:,4))/(1 + p.F1m); + + Ltemp(:, i) = Cash + ttilde.*s(:, 4); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbar./s(:,4))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (i - 1)*p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(htemp); + hall(:, branch) = s(:, 4); + + elseif branch == 5 % Stay inactive + + vtemp = zeros(ns, p.no + 1) - 1e12; + Ltemp = zeros(ns, p.no + 1); + + % Pay more than required + + Cash = At + Y - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.no + + Ltemp(:, i) = Cash + p.ogrid(i).*s(:,3).*s(:,4); + + good = (p.ogrid(i) < max((1 + p.rm)*s(:,2) - p.mbar, 0)) & (Ltemp(:, i) >= p.lgrid(1)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + i; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + % Pay minimum required + + otemp = max((1 + p.rm)*s(:,2) - p.mbar, 0); + + Ltemp(:, p.no + 1) = At + Y - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4) + otemp.*s(:,3).*s(:,4); + + good = (Ltemp(:, p.no + 1) >= p.lgrid(1)); + + + if any(good) + + % Interpolate + + otempind = lookup1(p.ogrid, otemp, 3); + + w = (p.ogrid(otempind + 1) - otemp)./(p.ogrid(otempind + 1) - p.ogrid(otempind)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind; + + + vtemp(good, p.no + 1) = w(good).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind + 1; + + vtemp(good, p.no + 1) = vtemp(good, p.no + 1) + (1 - w(good)).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + + end + + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.no + 1], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(htemp <= p.no, branch) = p.ogrid(htemp(htemp <= p.no)); + omegaall(htemp > p.no, branch) = otemp(htemp > p.no); + + thetaall(:, branch) = p.tgrid(tnow); + hall(:, branch) = s(:,4); + + + end + end + + + % Compute pall and v + + [vn, in] = max(vall(:, [1, 2, 5]), [], 2); + [vb, ib] = max(vall(:, [3, 4]), [], 2); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); + + pall = zeros(ns, 5); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 5) = (1 - pb).*(in == 3); + pall(:, 3) = pb.*(ib == 1); + pall(:, 4) = pb.*(ib == 2); + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + +end + + + + + \ No newline at end of file diff --git a/42/replication_package/model_replication/Main no rl heterogeneity/solveh_new.m b/42/replication_package/model_replication/Main no rl heterogeneity/solveh_new.m new file mode 100644 index 0000000000000000000000000000000000000000..f621bf5384d336be1a89338da46dfbcf946af9dc --- /dev/null +++ b/42/replication_package/model_replication/Main no rl heterogeneity/solveh_new.m @@ -0,0 +1,358 @@ +function [Lall, omegaall, thetaall, hall, v, pall, vall] = solveh_new(s, Whinterp, Wrinterp, p, pti, type, At, Y, znow, hnow, tnow, rnow) + + ns = size(s, 1); + + + if strcmp(type, 'r') + + Lall = zeros(ns, 3); + omegaall = zeros(ns, 3); + thetaall = zeros(ns, 3); + hall = zeros(ns, 3); + vall = zeros(ns, 3); + + + for branch = 1 : 1 : 3 + + if branch == 1 % Remain Renter + + + Lall(:, branch) = At + Y; + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = 0; + + vall(:, branch) = Wrinterp(Lall(:, branch), znow); + + + elseif branch == 2 % Purchase New Home Without Mortgage + + + vtemp = zeros(ns, p.nh) - 1e12; + + Ltemp = zeros(ns, p.nh); + + Cash = At + Y; + + for i = 1 : p.nh + + Ltemp(:,i) = Cash - p.Pgrid(p.nr)*p.hgrid(i); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (i - 1)*p.no*p.nt + (1 - 1) *p.no + 1; + + good = Ltemp(:, i) >= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase New Home with Mortgage + + + % create a grid of possible houses and initial LTVs + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y; + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.Pgrid(p.nr).*p.hgrid(ht(i, 1)); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + good = (ttilde <= min(p.thetam, pti*Y/p.mbargrid(p.nr)/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))) & (Ltemp(:,i) > p.lgrid(1)); + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + + end + end + + + % Compute pall and v + + [vn, in] = max(vall(:, 1 : 2), [], 2); + vb = vall(:,3); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); % avoid NaN + + pall = zeros(ns, 3); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 3) = pb; + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + + +else + + Lall = zeros(ns, 5); + omegaall = zeros(ns, 5); + thetaall = zeros(ns, 5); + hall = zeros(ns, 5); + vall = zeros(ns, 5); + + for branch = 1 : 1 : 5 + + if branch == 1 % Switch to Renting + + Lall(:, branch) = At + Y + (1 - p.Fs)*p.Pgrid(p.nr)*s(:,4) - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); % liquidity after housing choice + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = 0; + + vall(:, branch) = Wrinterp(Lall(:, branch), znow); + + + elseif branch == 2 % Purchase home without mortgage + + vtemp = zeros(ns, p.nh) - 1e12; + + Ltemp = zeros(ns, p.nh); + + Cash = At + Y + (1 - p.Fs)*p.Pgrid(p.nr)*s(:,4) - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nh + + Ltemp(:,i) = Cash - p.Pgrid(p.nr)*p.hgrid(i); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (i - 1)*p.no*p.nt + (1 - 1) *p.no + 1; + + good = Ltemp(:, i) >= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase home with mortgage + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y + (1 - p.Fs)*p.Pgrid(p.nr)*s(:,4) - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.Pgrid(p.nr)*p.hgrid(ht(i, 1)); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbargrid(p.nr)/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + + elseif branch == 4 % Refinance mortgage + + + vtemp = zeros(ns, p.nt) - 1e12; + Ltemp = zeros(ns, p.nt); + + Cash = At + Y - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nt + + ttilde = (p.tgrid(i) - p.F0m./(p.Pgrid(p.nr)*s(:,4)))/(1 + p.F1m); + + Ltemp(:, i) = Cash + ttilde.*p.Pgrid(p.nr).*s(:, 4); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbargrid(p.nr)./(p.Pgrid(p.nr)*s(:,4)))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (i - 1)*p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(htemp); + hall(:, branch) = s(:, 4); + + + elseif branch == 5 % Stay inactive + + vtemp = zeros(ns, p.no + 1) - 1e12; + Ltemp = zeros(ns, p.no + 1); + + % Pay more than required + + Cash = At + Y - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.no + + Ltemp(:, i) = Cash + p.ogrid(i).*p.Pgrid(s(:,5)).*s(:,3).*s(:,4); + + good = (p.ogrid(i) < max((1 + p.rmgrid(s(:,5))).*s(:,2) - p.mbargrid(s(:,5)), 0)) & (Ltemp(:, i) >= p.lgrid(1)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (rnow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + i; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + % Pay minimum required + + otemp = max((1 + p.rmgrid(s(:,5))).*s(:,2) - p.mbargrid(s(:,5)), 0); + + Ltemp(:, p.no + 1) = At + Y - (1 + p.rmgrid(s(:,5))).*s(:,2).*s(:,3).*s(:,4).*p.Pgrid(s(:,5)) + otemp.*s(:,3).*s(:,4).*p.Pgrid(s(:,5)); + + good = (Ltemp(:, p.no + 1) >= p.lgrid(1)); + + + if any(good) + + % Interpolate + + otempind = lookup1(p.ogrid, otemp, 3); + + w = (p.ogrid(otempind + 1) - otemp)./(p.ogrid(otempind + 1) - p.ogrid(otempind)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (rnow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind; + + + vtemp(good, p.no + 1) = w(good).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (rnow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind + 1; + + vtemp(good, p.no + 1) = vtemp(good, p.no + 1) + (1 - w(good)).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + + end + + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.no + 1], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(htemp <= p.no, branch) = p.ogrid(htemp(htemp <= p.no)); + omegaall(htemp > p.no, branch) = otemp(htemp > p.no); + + thetaall(:, branch) = p.tgrid(tnow); + hall(:, branch) = s(:,4); + + + end + end + + % Compute pall and v + + [vn, in] = max(vall(:, [1, 2, 5]), [], 2); + [vb, ib] = max(vall(:, [3, 4]), [], 2); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); + + pall = zeros(ns, 5); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 5) = (1 - pb).*(in == 3); + pall(:, 3) = pb.*(ib == 1); + pall(:, 4) = pb.*(ib == 2); + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + + +end + + + + + \ No newline at end of file diff --git a/42/replication_package/model_replication/Main no rl heterogeneity/start.m b/42/replication_package/model_replication/Main no rl heterogeneity/start.m new file mode 100644 index 0000000000000000000000000000000000000000..e06622abc70770534ff07f7b763ac948ba7a67a2 --- /dev/null +++ b/42/replication_package/model_replication/Main no rl heterogeneity/start.m @@ -0,0 +1,239 @@ +clear; +clc; + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',22); + +intmeth = 'linear'; +printr = 1; + +optset('bisect', 'tol', 1e-32); + +% Calibrated Parameters + + +p.beta = 0.987843; +p.alpha = 0.475078; +p.R = 0.010475; +p.phi = 1.299950; % productivity non-market +p.F0m = 0.080056; % fixed cost of refinancing +p.B = 12.840452; % bequest motive +p.rl = (1 + 0.007174)^(1/4) - 1; + +% Assigned Parameters + +p.nu = 3; % parameter in exponential distribution + +p.pidelta = [0.975; 0.025]; % probability of expenditure shocks +p.delta = [0; 0.0625]; % expenditure shock, fraction of home (quarterly so divide by 4) + +p.T = 61*4; % last period of life +p.D = 30*4; % maturity of mortgages + +p.sigma = 2; % CRRA +p.gamma = 1; % Frisch elasticity of non-market production + +p.rm = (1 + 0.025)^(1/4) - 1; % mortgage interest rate + +p.Fs = 0.06; % fixed cost of selling home +p.F1m = 0.005; % proportional cost of refinancing + +p.wbar = 1; % parameter governing luxuriousness of bequests + +p.thetam = 0.85; % maximum LTV +p.thetay = 0.214; % maximum PTI + +rhoz = 0.9908; +sz = 0.0761; +se = (1 - 0.55)^(1/2)*0.4869; % Krueger Perri (2011) show 55% of the variance of trans compon is measurement error so subtract + +time = (1 : 1 : p.T)'; +p.lambdat = exp(0.07982636 - 0.02322307 * (time/4 + 25) + 0.00105409 * (time/4 + 25).^2 - 0.00001028 * (time/4 + 25).^3); + +p.thetay = p.thetay*(1 - 0.3126./(1 + exp(18.629 - 0.3049*(time/4 + 25)))); + +p.mbar = p.rm/(1 - (1 + p.rm)^(-p.D)); % minimum payment required per 1 of initial debt + + +% Quality of Approximation + +p.na = 75; % number of nodes for liquid assets +p.nat = 75; % number of nodes for atilde = (1 + rl)*a - delta*h +p.nl = 75; % number of nodes for liquidity +p.no = 11; % number of nodes for omega (fraction of loan outstanding) +p.nt = 5; % number of possible initial LTV +p.nh = 7; % number of nodes for housing +p.nz = 9; % points for exogenous income z +p.ne = 3; + + +% Discretize Income Process + +[zgrid, Fzz] = rouwenhorst(rhoz, sz, p.nz); +zgrid = exp(zgrid'); +p.zgrid = zgrid; + +[Fz, d] = eigs(Fzz', 1, 'largestabs'); +Fz = Fz/sum(Fz); +Fz = full(Fz); % ergodic distribution of z + +[egrid, we] = qnwnorm(p.ne, 0, se^2); +egrid = exp(egrid); +p.egrid = egrid; + + +% Discretize other state variables + +amin = -0.4; +amax = 100; +p.agrid = amin + (amax - amin)*nodeunif(p.na, 0, 1).^2; + +omin = 0; +omax = 1; +p.ogrid = omin + (omax - omin)*nodeunif(p.no, 0, 1); + +tmin = 0.25; +tmax = p.thetam; % allow to cover fixed cost +p.tgrid = tmin + (tmax - tmin)*nodeunif(p.nt, 0, 1); + +hmin = 5; % minimum house size +hmax = 40; % maximum house size +p.hgrid = hmin + (hmax - hmin)*nodeunif(p.nh, 0, 1).^1.5; + +ymin = min(p.lambdat)*zgrid(1)*egrid(1); +ymax = max(p.lambdat)*zgrid(end)*egrid(end); + +lmin = -1; % keep it reasonably negative so they know that's a bad state to find yourself in +lmax = 125; +p.lgrid = lmin + (lmax - lmin)*nodeunif(p.nl, 0, 1).^1.5; + +atmin = -p.delta(2)*hmax + (1 + p.rl)*amin; +atmax = (1 + p.rl)*amax; +p.atgrid = atmin + (atmax - atmin)*nodeunif(p.nat, 0, 1).^1.5; + + + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.atgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.atgrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for W functions +swr = gridmake(p.lgrid, p.zgrid); + +svht = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for computing intermediate value function (creier prajit) +svrt = gridmake(p.agrid, p.zgrid, p.egrid); + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + +ind3h = kron((1:1:p.no*p.nt*p.nh*p.nz*p.ne)', ones(p.na, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind3r = kron((1:1: p.nz*p.ne)', ones(p.na, 1)); + + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.nat*p.no*p.nt*p.nh*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.nat*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + +cmaxh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amin); % c that implies a' = amin +cmaxr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amin); + +cminh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amax); % c that implies a' = amax +cminr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amax); + +cmaxh = repmat(cmaxh, p.no*p.nt*p.nh*p.nz, 1); +cmaxr = repmat(cmaxr, p.nz, 1); + +cminh = repmat(cminh, p.no*p.nt*p.nh*p.nz, 1); +cminr = repmat(cminr, p.nz, 1); + + +% Terminal value of bequests + +vbarh(:, p.T + 1) = p.pidelta(1)*p.B*(p.wbar + (1 + p.rl).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(1)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma) + ... + p.pidelta(2)*p.B*(p.wbar + (1 + p.rl).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(2)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); + +vbarr(:, p.T + 1) = p.B*(p.wbar + (1 + p.rl).*svbarr(:,1)).^(1 - p.sigma)/(1 - p.sigma); + + +for t = p.T : -1 : 1 + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + At = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + [~, ~, ~, ~, vr(:,t)] = solveh(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', At, Y, znow); + + + % Solve discrete choice problem of housing + + At = svh(:,1); + Y = p.lambdat(t)*svh(:,5).*svh(:,6); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat*p.no*p.nt*p.nh, 1)), p.ne, 1); % index of z in (a, omega, theta, h, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.nat*p.no*p.nt, 1)), p.nz*p.ne, 1); % index of h in (a, omega, theta, h, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.nat*p.no, 1)), p.nh*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, z, e) space for owners + + + [~, ~, ~, ~, vh(:,t)] = solveh(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', At, Y, znow, hnow, tnow); + + % We need to interpolate to calculate the expected value before the delta shocks are realized, but after the z,e shocks are realized + + Vhinterp = griddedInterpolant({p.atgrid, (1: 1:p.no*p.nt*p.nh*p.nz*p.ne)'}, reshape(vh(:, t), p.nat, p.no*p.nt*p.nh*p.nz*p.ne), intmeth, 'linear'); + Vrinterp = griddedInterpolant({p.atgrid, (1: 1: p.nz*p.ne)'}, reshape(vr(:, t), p.nat, p.nz*p.ne), intmeth, 'linear'); + + + % Compute expected value and update vbar + + % 1. Step 1: integrate delta shocks by interpolate value of home and rent (which are functions of atilde) + + vhtemp = p.pidelta(1)*Vhinterp((1 + p.rl).*svht(:,1) - p.delta(1)*svht(:, 4), ind3h) + p.pidelta(2)*Vhinterp((1 + p.rl).*svht(:,1) - p.delta(2)*svht(:, 4), ind3h); + + vrtemp = Vrinterp((1 + p.rl).*svrt(:,1), ind3r); + + % 2. Step 2: integrate income shocks + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh, Fzz}, vhtemp((i - 1)*p.na*p.no*p.nt*p.nh*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nz)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vrtemp((i - 1)*p.na*p.nz + 1 : i*p.na*p.nz)); + + end + +end + + +simulate +simulate_liquidity + diff --git a/42/replication_package/model_replication/Main no rl heterogeneity/start_calibration.m b/42/replication_package/model_replication/Main no rl heterogeneity/start_calibration.m new file mode 100644 index 0000000000000000000000000000000000000000..2e5e5e5e076e3854f813db29f8c775abbf2235dd --- /dev/null +++ b/42/replication_package/model_replication/Main no rl heterogeneity/start_calibration.m @@ -0,0 +1,68 @@ +clear; +clc; + +format short g + +p.beta = 0.987843; +p.alpha = 0.475078; +p.R = 0.010475; +p.phi = 1.299950; % productivity non-market +p.F0m = 0.080056; % fixed cost of refinancing +p.B = 12.840452; % bequest motive +p.rl = (1 + 0.007174)^(1/4) - 1; + +x = [p.beta; p.alpha; p.R; p.phi; p.F0m; p.B; (1 + p.rl)^4 - 1]; + +lb = [0.986; 0.43; 0.0102; 1.20; 0.06; 12.0; 0.004 ]; +ub = [0.989; 0.53; 0.0107; 1.40; 0.10; 14.0; 0.010 ]; + +ftarget = @(x) objective(x); + +% ftarget(x) +% return + +switch 'fminsearch' + + case 'fminsearch' + + disp('fminsearch') + + options = optimset('fminsearch'); + options.Display = 'iter'; + options.TolX = 1e-4; + options.MaxFunEvals = 250; + + x = fminsearchbnd(ftarget, x, lb, ub, options); + + + case 'ga' + + parpool + + disp('ga') + gaoptions = gaoptimset('Display', 'off','UseParallel', 'always', 'InitialPopulation', x'); + x = ga(@(x)ftarget(x), size(x, 1), [], [], [], [], lb, ub, [], gaoptions); + + + case 'particleswarm' + + disp('particleswarm') + + options = optimoptions('particleswarm', 'Display', 'off', 'MaxTime', 10000, 'UseParallel', true, 'InitialSwarm', x', 'SwarmSize', 200); + + x = particleswarm(ftarget, numel(x), lb', ub', options); %this function complains if I give it a structure as input + + + case 'patternsearch' + disp('patternsearch') + + options = optimoptions('patternsearch','Display','off', 'UseParallel', true); + + parpool + + x = patternsearch(ftarget, x, [], [], [], [], lb, ub, [], options); + +end + +x = x(:); + diff --git a/42/replication_package/model_replication/Main no rl heterogeneity/start_new.m b/42/replication_package/model_replication/Main no rl heterogeneity/start_new.m new file mode 100644 index 0000000000000000000000000000000000000000..4f96145ed4fbc59346b585c6764602e9d0865988 --- /dev/null +++ b/42/replication_package/model_replication/Main no rl heterogeneity/start_new.m @@ -0,0 +1,135 @@ + + +p.rm = []; +p.mbar = []; + +p.rmgrid = [p.rm0; p.rm1]; +p.Pgrid = [p.P0; p.P1]; +p.mbargrid = [p.mbar0; p.mbar1]; + +p.nr = 2; % number of possible mortgage contracts + + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.atgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.atgrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid); % grid for W functions: made r state variable an index (1, 2), or else doesn't respect monotonicity +swr = gridmake(p.lgrid, p.zgrid); + +svht = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svrt = gridmake(p.agrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nr*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + +ind3h = kron((1:1:p.no*p.nt*p.nh*p.nr*p.nz*p.ne)', ones(p.na, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind3r = kron((1:1: p.nz*p.ne)', ones(p.na, 1)); + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nr*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.nat*p.no*p.nt*p.nh*p.nr*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.nat*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nr*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nr*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + +cmaxh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amin); % c that implies a' = amin +cmaxr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amin); + +cminh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amax); % c that implies a' = amax +cminr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amax); + +cmaxh = repmat(cmaxh, p.no*p.nt*p.nh*p.nr*p.nz, 1); +cmaxr = repmat(cmaxr, p.nz, 1); + +cminh = repmat(cminh, p.no*p.nt*p.nh*p.nr*p.nz, 1); +cminr = repmat(cminr, p.nz, 1); + + +% Terminal value of bequests + +rlh = interest(svbarh(:,1), p); +rlr = interest(svbarr(:,1), p); + +beqh = (1 + rlh).*svbarh(:,1) + (1 - p.Fs).*p.Pgrid(p.nr)*svbarh(:,4) - svbarh(:,2).*svbarh(:,3).*(1 + p.rmgrid(svbarh(:,5))).*p.Pgrid(svbarh(:,5)).*svbarh(:,4); +beqr = (1 + rlr).*svbarr(:,1); + +vbarh(:, p.T + 1) = p.pidelta(1)*p.B*(p.wbar + beqh - p.delta(1).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma) + ... + p.pidelta(2)*p.B*(p.wbar + beqh - p.delta(2).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); + +vbarr(:, p.T + 1) = p.B*(p.wbar + beqr).^(1 - p.sigma)/(1 - p.sigma); + +for t = p.T : -1 : 1 + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + At = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + [~, ~, ~, ~, vr(:,t)] = solveh_new(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', At, Y, znow); + + + % Solve discrete choice problem of homeowners + + At = svh(:,1); + Y = p.lambdat(t)*svh(:,6).*svh(:,7); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat*p.no*p.nt*p.nh*p.nr, 1)), p.ne, 1); % index of z in (a, omega, theta, h, r, z, e) space for owners + rnow = repmat(kron((1: 1 : p.nr)', ones(p.nat*p.no*p.nt*p.nh, 1)), p.nz*p.ne, 1); % index of r in (a, omega, theta, h, r, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.nat*p.no*p.nt, 1)), p.nr*p.nz*p.ne, 1); % index of h in (a, omega, theta, h, r, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.nat*p.no, 1)), p.nh*p.nr*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, r, z, e) space for owners + + + [~, ~, ~, ~, vh(:,t)] = solveh_new(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', At, Y, znow, hnow, tnow, rnow); + + % We need to interpolate to calculate the expected value before the delta shocks are realized, but after the z,e shocks are realized + + Vhinterp = griddedInterpolant({p.atgrid, (1: 1:p.no*p.nt*p.nh*p.nr*p.nz*p.ne)'}, reshape(vh(:, t), p.nat, p.no*p.nt*p.nh*p.nr*p.nz*p.ne), intmeth, 'linear'); + Vrinterp = griddedInterpolant({p.atgrid, (1: 1: p.nz*p.ne)'}, reshape(vr(:, t), p.nat, p.nz*p.ne), intmeth, 'linear'); + + + % Compute expected value and update vbar + + % 1. Step 1: integrate delta shocks by interpolate value of home and rent (which are functions of atilde) + + vhtemp = p.pidelta(1)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(1)*svht(:, 4), ind3h) + p.pidelta(2)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(2)*svht(:, 4), ind3h); + + vrtemp = Vrinterp((1 + interest(svrt(:,1), p)).*svrt(:,1), ind3r); + + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh*p.nr, Fzz}, vhtemp((i - 1)*p.na*p.no*p.nt*p.nh*p.nr*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nr*p.nz)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vrtemp((i - 1)*p.na*p.nz + 1 : i*p.na*p.nz)); + + end + +end + + + diff --git a/42/replication_package/model_replication/Main no rl heterogeneity/temp.m b/42/replication_package/model_replication/Main no rl heterogeneity/temp.m new file mode 100644 index 0000000000000000000000000000000000000000..564683f548f6a23ab30b3e99e4827274b53b1627 --- /dev/null +++ b/42/replication_package/model_replication/Main no rl heterogeneity/temp.m @@ -0,0 +1,136 @@ + +% plot value of liquidity as a function of various characteristics + +% 1. Loan to Value + +LTV = Thsim(:, :, 2).*Osim(:,:,2); + +ltv = LTV(ind); + +good = ltv == 0; + +bins = [0; prctile(ltv(ltv > 0), (20:20:100)')]; + +xx = zeros(numel(bins), 1); +yy = xx; + +xx(1) = median(ltv(good)); +yy(1) = mean(max(0, gains(good))); + + +for i = 1 : numel(bins) - 1 + + good = ltv > bins(i) & ltv <= bins(i + 1); + + xx(i+1) = median(ltv(good)); + yy(i+1) = mean(max(0, gains(good))); + +end + +lasst = Asim(:, :, 2)./(Asim(:,:,2) + (1 - Thsim(:, :, 2).*Osim(:, :, 2)).*Hsim(:,:,2)); % liquid assets to wealth +logy = log(Ysim(:, :, 2)); % log income + +pti = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2); +lasst = lasst(ind); +logy = logy(ind); + +% Can we run some regressions? + +yy = min(1, max(0, gains)); +xx = [ltv, lasst, logy]; + +% randomly permute + +shuff = randperm(numel(yy)); + +yy = yy(shuff); +xx = xx(shuff, :); + +yy = yy(1 : 250000); +xx = xx(1 : 250000, :); + +nnet.type = 0; % output layer: 0 if f(x) in -inf, +inf, 1 if f(x) in 0, 1 +nnet.lambda = 0.1; % regularization parameter +nnet.lsize = [size(xx, 2), 25, 1]; % inner matrix: number of neurons in each hidden layer +nnet.afunc = {'tanhh'}; % activation functions in each inner layer + +tic +theta = fitreg([], xx, yy, nnet, 'knitro'); +toc +yyhat = predict(theta, xx, nnet); + +Rsq = 1 - mean((yy - yyhat).^2)/mean((yy - mean(yy)).^2); + + +% Compare to Matlab + +net = fitnet([25], 'trainlm'); + +net.trainParam.epochs = 200; + +net.layers{1}.transferFcn = 'tansig'; % for alternative functions + +net.divideParam.trainRatio = 0.70; +net.divideParam.valRatio = 0.15; +net.divideParam.testRatio = 0.15; + +net.inputs{1}.processFcns = {}; % don't normalize +net.outputs{2}.processFcns = {}; % don't normalize + +%net = configure(net, xx', yy'); +%net = setwb(net, theta); + +tic +net = train(net, xx', yy', 'useParallel','yes','showResources','yes'); +toc + +yyhat2 = net(xx')'; + +theta2 = getwb(net); + +Rsq2 = 1 - mean((yy - yyhat2).^2)/mean((yy - mean(yy)).^2); + +fprintf('\n %6.4f %6.4f \n', [Rsq Rsq2]); + +% plot + +xnode = gridmake(nodeunif(100, 0, p.thetam), median(xx(:,2)), median(xx(:,3))); +ynode = predict(theta, xnode, nnet); +ynode2 = net(xnode')'; + +figure(5) +subplot(2,2,1) + +plot(xnode(:,1), [ynode, ynode2]); + +[xxmed, yymed] = binned_plot(xx(:,1), yy, 10); + +hold on +scatter(xxmed, yymed, 150, 'filled') + +subplot(2,2,2) + +xnode = gridmake(median(xx(:,1)), nodeunif(100, prctile(xx(:,2), 1), prctile(xx(:,2), 99)), median(xx(:,3))); +ynode = predict(theta, xnode, nnet); +ynode2 = net(xnode')'; + +plot(xnode(:,2), [ynode, ynode2]); + +[xxmed, yymed] = binned_plot(xx(:,2), yy, 10); + +hold on +scatter(xxmed, yymed, 150, 'filled') + + +subplot(2,2,3) + +xnode = gridmake(median(xx(:,1)), median(xx(:,2)), nodeunif(100, prctile(xx(:,3), 1), prctile(xx(:,3), 99))); +ynode = predict(theta, xnode, nnet); +ynode2 = net(xnode')'; + +plot(xnode(:,3), [ynode, ynode2]); + +[xxmed, yymed] = binned_plot(xx(:,3), yy, 10); + +hold on +scatter(xxmed, yymed, 150, 'filled') \ No newline at end of file diff --git a/42/replication_package/model_replication/Main no rl heterogeneity/understand.m b/42/replication_package/model_replication/Main no rl heterogeneity/understand.m new file mode 100644 index 0000000000000000000000000000000000000000..6210450db250369e1f83a319566d740045c5c0c4 --- /dev/null +++ b/42/replication_package/model_replication/Main no rl heterogeneity/understand.m @@ -0,0 +1,91 @@ +clc +%{ +ind = 558; +initage = 150; + +dVc = (squeeze(Vallcsim(ind, 4, initage, 1 : S) - Vallcsim(ind, 5, initage, 1 : S)))./squeeze(Ccsim(ind, initage, 1 : S).^(-p.sigma)); +dV = squeeze( Vallsim(ind, 4, initage, 1 : S) - Vallsim(ind, 5, initage, 1 : S))./squeeze(Csim(ind, initage, 1 : S).^(-p.sigma)); + +Pc = squeeze(Pallcsim(ind, 4, initage, 1 : S)); +P = squeeze( Pallsim(ind, 4, initage, 1 : S)); + +Ac = squeeze(Acsim(ind, initage, 1 : S)); +A = squeeze( Asim(ind, initage, 1 : S)); + +LTVc = squeeze(Thcsim(ind, initage, 1 : S).*Ocsim(ind, initage, 1 : S)); +LTV = squeeze( Thsim(ind, initage, 1 : S).* Osim(ind, initage, 1 : S)); + +Y = squeeze( Ysim(ind, initage, 1 : S)); + +Hc = squeeze( Hcsim(ind, initage, 1 : S)); +H = squeeze( Hsim(ind, initage, 1 : S)); + +Cc = squeeze( Ccsim(ind, initage, 1 : S)); +C = squeeze( Csim(ind, initage, 1 : S)); + + + +Sav = p.thetam.*H(2).*(p.mbar0 - p.mbar1); + +fprintf('\n') +fprintf('\n') +fprintf('Savings if refinance in period 2: quarterly, PV at old rm = %9.3f %9.3f \n', [Sav, Sav*(1 - (1 + p.rm0)^(-p.D))/p.rm0]); + +fprintf('\n') +fprintf('\n') +fprintf('%s %s \n', [' Date', ' Gains from Refi', ' Prob Refi', ' Liq Asst', ' LTV', ' House Size', ' Income', ' Consumption']) +fprintf('\n') +fprintf('\n') +fprintf('\t%d %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f \n', [(1 : 1 : S)', dVc, dV, Pc, P, Ac, A, LTVc, LTV, Hc, H, Y, Cc, C, ]') +fprintf('\n') +fprintf('\n') + +%} + +% People who absent utility cost would benefit from refinance + +time = 2; + +% Absent Rate Drop + +borr = Hsim(:, :, time) > 0 & Osim(:, :, time) > 0; + +good = Hsim(:, :, time) > 0 & Osim(:, :, time) > 0 & squeeze((Vallsim(:, 4, :, time) > max(Vallsim(:, [1, 2, 3, 5], :, time), [], 2)) ); + +Vother = squeeze(max(Vallsim(:, [1, 2, 3, 5], :, time), [], 2)); +Vrefi = squeeze(Vallsim(:, 4, :, time)); +Vgap = (Vrefi - Vother)./Csim(:, :, time).^(-p.sigma); +Prefi = squeeze(Pallsim(:, 4, :, time)); +Refi = squeeze(Dsim(:, :, time) == 4); + + + +% After Rate Drop + +borrc = Hcsim(:, :, time) > 0 & Ocsim(:, :, time) > 0; + +goodc = Hcsim(:, :, time) > 0 & Ocsim(:, :, time) > 0 & squeeze((Vallcsim(:, 4, :, time) > max(Vallcsim(:, [1, 2, 3, 5], :, time), [], 2)) ); + +Votherc = squeeze(max(Vallcsim(:, [1, 2, 3, 5], :, time), [], 2)); +Vrefic = squeeze(Vallcsim(:, 4, :, time)); +Vgapc = (Vrefic - Votherc)./Ccsim(:, :, time).^(-p.sigma); +Prefic = squeeze(Pallcsim(:, 4, :, time)); +Refic = squeeze(Dcsim(:, :, time) == 4); + +fprintf('\n') +fprintf('Fraction borrowers that truly benefit from refinance = %9.3f %9.3f\n', [sum(good(:))/sum(borr(:)), sum(goodc(:))/sum(borrc(:))]); +fprintf('Mean gains (units of c) of those that benefit = %9.3f %9.3f\n', [mean(Vgap(good)), mean(Vgapc(goodc))]); +fprintf('Proportion of those that benefit who refinance = %9.3f %9.3f\n', [mean(Refi(good)), mean(Refic(goodc))]); + + +% Naive measure of benefit from refinancing: +% Is PV of savings (discounted at old rate) above the cost of borrowing + +PVgains = Osim(:,:, time).*Thsim(:, :, time).*Hsim(:, :, time).*((p.mbar0 - p.mbar1)*(1 - (1 + p.rm0)^(-p.D))/p.rm0 - p.F1m) - p.F0m; + +goodc = PVgains > 0; +fprintf('\n') + +fprintf('Fraction borrowers that naively benefit from refinance = %9.3f\n', sum(goodc(:))/sum(borrc(:))); +fprintf('Mean gains (PV savings) of those that benefit = %9.3f\n', mean(PVgains(goodc))); +fprintf('Proportion of those that benefit who refinance = %9.3f\n', mean(Refic(goodc))); diff --git a/42/replication_package/model_replication/Main no rl heterogeneity/vec.m b/42/replication_package/model_replication/Main no rl heterogeneity/vec.m new file mode 100644 index 0000000000000000000000000000000000000000..b979fb42e34c27aebf07fa2dc3437ae650f79efe --- /dev/null +++ b/42/replication_package/model_replication/Main no rl heterogeneity/vec.m @@ -0,0 +1,3 @@ +function y = vec(x) + +y = x(:); \ No newline at end of file diff --git a/42/replication_package/model_replication/Main no rl heterogeneity/wfunc.m b/42/replication_package/model_replication/Main no rl heterogeneity/wfunc.m new file mode 100644 index 0000000000000000000000000000000000000000..2d3afefcae58a2425a33b17cdea93a89c5e726df --- /dev/null +++ b/42/replication_package/model_replication/Main no rl heterogeneity/wfunc.m @@ -0,0 +1,19 @@ +function v = wfunc(c, s, ind2, EV, p, type) + + +[~, aprime] = savings(c, s, p, type); + + +if strcmp(type, 'h') + +v = c.^(1 - p.sigma)/(1 - p.sigma) + p.alpha*s(:,4).^(1 - p.sigma)/(1 - p.sigma) - ... + p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*c.^(-p.sigma*(1 + 1/p.gamma)) + p.beta*EV(aprime, ind2); + +else + +v = (1 + p.alpha^(1/p.sigma)*p.R^(1 - 1/p.sigma))*c.^(1 - p.sigma)/(1 - p.sigma) - ... + p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*c.^(-p.sigma*(1 + 1/p.gamma)) + p.beta*EV(aprime, ind2); + +end + + diff --git a/42/replication_package/model_replication/Main no rl heterogeneity/wprctile.m b/42/replication_package/model_replication/Main no rl heterogeneity/wprctile.m new file mode 100644 index 0000000000000000000000000000000000000000..10cd9b35a60450821315b9d60706a9048a8806e5 --- /dev/null +++ b/42/replication_package/model_replication/Main no rl heterogeneity/wprctile.m @@ -0,0 +1,195 @@ +function y = wprctile(X,p,varargin) +%WPRCTILE Returns weighted percentiles of a sample with six algorithms. +% The idea is to give more emphasis in some examples of data as compared to +% others by giving more weight. For example, we could give lower weights to +% the outliers. The motivation to write this function is to compute percentiles +% for Monte Carlo simulations where some simulations are very bad (in terms of +% goodness of fit between simulated and actual value) than the others and to +% give the lower weights based on some goodness of fit criteria. +% +% USAGE: +% y = WPRCTILE(X,p) +% y = WPRCTILE(X,p,w) +% y = WPRCTILE(X,p,w,type) +% +% INPUT: +% X - vector or matrix of the sample data +% p - scalar or a vector of percent values between 0 and 100 +% +% w - positive weight vector for the sample data. Length of w must be +% equal to either number of rows or columns of X. If X is matrix, same +% weight vector w is used for all columns (DIM=1)or for all rows +% (DIM=2). If the weights are equal, then WPRCTILE is same as PRCTILE. +% +% type - an integer between 4 and 9 selecting one of the 6 quantile algorithms. +% Type 4: p(k) = k/n. That is, linear interpolation of the empirical cdf. +% Type 5: p(k) = (k-0.5)/n. That is a piecewise linear function where +% the knots are the values midway through the steps of the +% empirical cdf. This is popular amongst hydrologists. (default) +% PRCTILE also uses this formula. +% Type 6: p(k) = k/(n+1). Thus p(k) = E[F(x[k])]. +% This is used by Minitab and by SPSS. +% Type 7: p(k) = (k-1)/(n-1). In this case, p(k) = mode[F(x[k])]. +% This is used by S. +% Type 8: p(k) = (k-1/3)/(n+1/3). Then p(k) =~ median[F(x[k])]. +% The resulting quantile estimates are approximately +% median-unbiased regardless of the distribution of x. +% Type 9: p(k) = (k-3/8)/(n+1/4). The resulting quantile estimates are +% approximately unbiased for the expected order statistics +% if x is normally distributed. +% +% Interpolating between the points pk and X(k) gives the sample +% quantile. Here pk is plotting position and X(k) is order statistics of +% x such that x(k)< x(k+1) < x(k+2)... +% +% OUTPUT: +% y - percentiles of the values in X +% When X is a vector, y is the same size as p, and y(i) contains the +% P(i)-th percentile. +% When X is a matrix, WPRCTILE calculates percentiles along dimension DIM +% which is based on: if size(X,1) == length(w), DIM = 1; +% elseif size(X,2) == length(w), DIM = 2; +% +% EXAMPLES: +% w = rand(1000,1); +% y = wprctile(x,[2.5 25 50 75 97.5],w,5); +% % here if the size of x is 1000-by-50, then y will be size of 6-by-50 +% % if x is 50-by-1000, then y will be of the size of 50-by-6 +% +% Please note that this version of WPRCTILE will not work with NaNs values and +% planned to update in near future to handle NaNs values as missing values. +% +% References: Rob J. Hyndman and Yanan Fan, 1996, Sample Quantiles in Statistical +% Package, The American Statistician, 50, 4. +% +% HISTORY: +% version 1.0.0, Release 2007/10/16: Initial release +% version 1.1.0, Release 2008/04/02: Implementation of other 5 algorithms and +% other minor improvements of code +% +% +% I appreciate the bug reports and suggestions. +% See also: PRCTILE (Statistical Toolbox) + +% Author: Durga Lal Shrestha +% UNESCO-IHE Institute for Water Education, Delft, The Netherlands +% eMail: durgals@hotmail.com +% Website: http://www.hi.ihe.nl/durgalal/index.htm +% Copyright 2004-2007 Durga Lal Shrestha. +% $First created: 16-Oct-2007 +% $Revision: 1.1.0 $ $Date: 02-Apr-2008 13:40:29 $ + +% *********************************************************************** + +%% Input arguments check + +% error(nargchk(2,4,nargin)) +% if ~isvector(p) || numel(p) == 0 +% error('wprctile:BadPercents', ... +% 'P must be a scalar or a non-empty vector.'); +% elseif any(p < 0 | p > 100) || ~isreal(p) +% error('wprctile:BadPercents', ... +% 'P must take real values between 0 and 100'); +% end +% if ndims(X)>2 +% error('wprctile:InvalidNumberofDimensions','X Must be 2D.') +% end + + +% Default weight vector +if isvector(X) + w = ones(length(X),1); +else + w = ones(size(X,1),1); % works as dimension 1 +end +type = 5; + +if nargin > 2 + if ~isempty(varargin{1}) + w = varargin{1}; % weight vector + end + if nargin >3 + type = varargin{2}; % type to compute quantile + end +end + +if ~isvector(w)|| any(w<0) + error('wprctile:InvalidWeight', ... + 'w must vecor and values should be greater than 0'); +end + +% Check if there are NaN in any of the input +nans = isnan(X); +if any(nans(:)) || any(isnan(p))|| any(isnan(w)) + error('wprctile:NaNsInput',['This version of WPRCTILE will not work with ' ... + 'NaNs values in any input and planned to update in near future to ' ... + 'handle NaNs values as missing values.']); +end +%% Figure out which dimension WPRCTILE will work along using weight vector w + +n = length(w); +[nrows, ncols] = size(X); +if nrows==n + dim = 1; +elseif ncols==n + dim = 2; +else + error('wprctile:InvalidDimension', ... + 'length of w must be equal to either number of rows or columns of X'); +end + +%% Work along DIM = 1 i.e. columswise, convert back later if needed using tflag + +tflag = false; % flag to note transpose +if dim==2 + X = X'; + tflag = true; +end +ncols = size(X,2); +np = length(p); +y = zeros(np,ncols); + +% Change w to column vector +w = w(:); + +% normalise weight vector such that sum of the weight vector equals to n +w = w*n/sum(w); + +%% Work on each column separately because of weight vector + +for i=1:ncols + [sortedX, ind] = sort(X(:,i)); % sort the data + sortedW = w(ind); % rearrange the weight according to ind + k = cumsum(sortedW); % cumulative weight + switch type % different algorithm to compute percentile + case 4 + pk = k/n; + case 5 + pk = (k-sortedW/2)/n; + case 6 + pk = k/(n+1); + case 7 + pk = (k-sortedW)/(n-1); + case 8 + pk = (k-sortedW/3)/(n+1/3); + case 9 + pk = (k-sortedW*3/8)/(n+1/4); + otherwise + error('wprctile:InvalidType', ... + 'Integer to select one of the six quantile algorithm should be between 4 to 9.') + end + + % to avoid NaN for outside the range, the minimum or maximum values in X are + % assigned to percentiles for percent values outside that range. + q = [0;pk;1]; + xx = [sortedX(1); sortedX; sortedX(end)]; + + % Interpolation between q and xx for given value of p + y(:,i) = interp1q(q,xx,p(:)./100); +end + +%% Transpose data back for DIM = 2 to the orginal dimension of X +% if p is row vector and X is vector then return y as row vector +if tflag || (min(size(X))==1 && size(p,1)==1) + y=y'; +end \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 10/binned_plot.m b/42/replication_package/model_replication/Main nu 10/binned_plot.m new file mode 100644 index 0000000000000000000000000000000000000000..20128809df75feb0ca5e47ce1bce4356c78f3d5a --- /dev/null +++ b/42/replication_package/model_replication/Main nu 10/binned_plot.m @@ -0,0 +1,283 @@ + +function [x_med_out,y_med,y_low,y_high] = binned_plot(x,y,varargin) +% BINNED_PLOT binned scatter plot +% +% BINNED_PLOT(X,Y) splits vector X into bins of aproximately equal size, +% and plots each median against the median of the corresponding Y-values, +% as well as their inter-quartile range. X and Y must have the same +% number of rows or columns. +% +% BINNED_PLOT(X,Y,NUM_BINS) also specifies the (maximum) number of bins. +% +% +% [X_MED,Y_MED,Y_LOW,Y_HIGH] = BINNED_PLOT(...) returns the median of the +% X-bin, the median, lower and upper quartile of the corresponding Y-values +% +% Additional properties can be set as attribute-value pairs: +% - 'y_range' : specifies the width of the Y-band (range 0 .. 0.5; +% e.g., 0.5 plots the range between maxima and minima); +% default: 0.25 +% - 'y_mean_std' : plot means and standard deviations instead of medians +% and quartiles ['on','off'] +% - 'style' : plotting style (same options as in plot command) +% - 'density' : transparency corresponds to the number of points in +% the shaded area ['on','off'] +% - 'transparency' : transparency of filled range (for non-density plots) +% - 'transparency_min': minimum transparency of filled range (for density plots) +% - 'transparency_max': maximum transparency of filled range (for density plots) +% +% +% Example: +% x=0:0.1:20; +% y=[sin(x); cos(x)] + randn(2,201); +% binned_plot(x,y) +% + +% Stefan Schroedl +% 04/07/2008 + +optargin = size(varargin,2); +stdargin = nargin - optargin; + +if (stdargin<2) + error('at least two arguments required') +end + + +% defaults for optional arguments +num_bins = []; +y_range = []; +style = []; +y_mean_std = 0; +transparency = 0.1; +transparency_max = 0.6; +transparency_min = 0.1; +density_transparency = 0; + +% parse optional arguments +i=1; +while (i <= optargin) + if (i==1 && isnumeric(varargin{i})) + num_bins = varargin{i}; % interpret as number of bins + i = i + 1; + elseif (strcmp(varargin{i},'style') && i < optargin) + style = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'y_range') && i < optargin) + y_range = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'transparency') && i < optargin) + transparency = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'transparency_max') && i < optargin) + transparency_max = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'transparency_min') && i < optargin) + transparency_min = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'y_mean_std') && i < optargin) + if (strcmp(varargin{i+1},'on')) + y_mean_std = 1; + elseif (strcmp(varargin{i+1},'off')) + y_mean_std = 0; + else + error('unrecognized option for y_mean_std, should be [on/off]'); + end + i = i + 2; + elseif (strcmp(varargin{i},'density') && i < optargin) + if (strcmp(varargin{i+1},'on')) + density_transparency = 1; + elseif (strcmp(varargin{i+1},'off')) + density_transparency = 0; + else + error('unrecognized option for density, should be [on/off]'); + end + i = i + 2; + elseif (ischar(varargin{i})) + error('unrecognized attribute: %s', varargin{i}); + else + error('at most three arguments expected'); + end +end + +if (transparency_min >= transparency_max) + error('transparency_min should be smaller than transparency_max'); +end + +% determine input matrix sizes +[nx,mx] = size(x); +[ny,my] = size(y); + +if nx > 1 && mx > 1 + error('first argument must be a vector'); +end + +% adjust matrices to be column vectors + +if mx>1 + % transpose + x = x(:); + nx = mx; + mx = 1; +end + +if my == nx + % transpose + y = y'; + [ny,my] = size(y); +else + if ny ~= nx + error('first and second arguments must have either same number of rows or columns'); + end +end + + +if isempty(num_bins) + num_bins = max( min(length(x),3), floor(sqrt(length(x)-1))-1); % default heuristic for number of bins +else if ~isnumeric(num_bins) + db error('third argument num_bins must be numeric'); + end +end + +if isempty(y_range) + y_range = 0.25; % default: quartile +end + +if isempty(style) + style = ''; % no style specified +end + +% determine colors and markers +colors = repmat('b',1,my); +noColSpec = cell(1,my); +for i=1:my + [colors(i),noColSpec{i}] = getColorSpec(style,i); +end + +% x quantiles +qvals = 0:(1/num_bins):(1-1/num_bins); +x_quant = quantile(x,[qvals 1]); + +% remove identical bins +x_quant = sort(unique(x_quant)); + +% due to interpolation, some bins can still be empty +x_quant2 = x_quant; +x_quant = x_quant(1); +count_bin = length(find(x>x_quant2(1))); +for i=2:length(x_quant2) + count_bin2 = length(find(x>x_quant2(i))); + if count_bin2 ~= count_bin + x_quant = [x_quant x_quant2(i)]; + end + count_bin = count_bin2; +end + +% preallocate outputs +x_med = zeros(length(x_quant)-1,1); +y_med = zeros(length(x_quant)-1,my); +y_low = zeros(length(x_quant)-1,my); +y_high = zeros(length(x_quant)-1,my); + +% desired y range + +for i = 1:length(x_quant)-1 + idx = x >= x_quant(i) & (x < x_quant(i+1)); + if (~y_mean_std) + + q = quantile(y(idx,:),[0.5-y_range 0.5 0.5 + y_range]); + % hack for quantile output dim + if my == 1 + q = q'; + end + y_low(i,:) = q(1,:); + y_med(i,:) = q(2,:); + y_high(i,:) = q(3,:); + x_med(i) = median(x(idx)); + else + % use mean and std dev + m = mean(y(idx,:)); + s = std(y(idx,:)); + y_med(i,:) = m; + y_low(i,:) = m-s; + y_high(i,:) = m+s; + x_med(i) = mean(x(idx)); + end +end + +if (nargout == 0) + hold_mode = ishold; + x_min = x_quant(1); + x_max = x_quant(end); + for i=1:my + inner_spec = strcat(colors(i), noColSpec{i}); + + if(~density_transparency) + % fill between quartiles + xpoints=[x_min; x_med; x_max; x_max; flipud(x_med); x_min ]; + ypoints=[y_high([ 1 1:end end],i); flipud(y_low([1 1:end end],i)) ]; + fillhandle=fill(xpoints,ypoints,colors(i)); + set(fillhandle,'EdgeColor',colors(i),'FaceAlpha',transparency,'EdgeAlpha',transparency); %set transparency + else + % precompute trapezoids, areas + xpoints = zeros(4,length(x_med)+1); + ypoints = zeros(4,length(x_med)+1); + area_fill = zeros(1,length(x_med)+1); + + xpoints(:,1) = [x_min; x_med(1); x_med(1); x_min]; + ypoints(:,1) = [y_high(1,i); y_high(1,i); y_low(1,i); y_low(1,i)]; + area_fill(1) = (xpoints(2,1)-xpoints(1,1))*(ypoints(1,1)-ypoints(4,1)+ypoints(2,1)-ypoints(3,1))/2; + + for j=1:(length(x_med)-1) + xpoints(:,j+1) = [x_med(j); x_med(j+1); x_med(j+1); x_med(j)]; + ypoints(:,j+1) = [y_high(j,i); y_high(j+1,i); y_low(j+1,i); y_low(j,i)]; + area_fill(j+1) = (xpoints(2,j+1)-xpoints(1,j+1))*(ypoints(1,j+1)-ypoints(4,j+1)+ypoints(2,j+1)-ypoints(3,j+1))/2; + end + + xpoints(:,end) = [x_med(end); x_max; x_max; x_med(end)]; + ypoints(:,end) = [y_high(end,i); y_high(end,i); y_low(end,i); y_low(end,i)]; + area_fill(end) = (xpoints(2,end)-xpoints(1,end))*(ypoints(1,end)-ypoints(4,end)+ypoints(2,end)-ypoints(3,end))/2; + + area_max = max(area_fill); + area_min = min(area_fill); + area_range = area_max - area_min; + if (area_range == 0) + area_range = 1; + end + transparency_range = transparency_max - transparency_min; + % scale transparency according to density (i.e., inversely + % proportional to trapezoid area) + transp_mod = transparency_max - (area_fill - area_min) .* transparency_range ./ area_range; + for j=1:(length(x_med)+1) + fillhandle=fill(xpoints(:,j),ypoints(:,j),colors(i),'LineStyle','none'); + hold on; + set(fillhandle,'EdgeColor',colors(i),'FaceAlpha',transp_mod(j),'EdgeAlpha',transp_mod(j)); % set transparency + end + end + % plot median line + hold on; + plot(x_med,y_med(:,i),inner_spec); + end + + % restore old hold mode + if hold_mode == 0 + hold off; + end +else + x_med_out = x_med; +end + +% auxiliary function to retrieve color specification (if any) and remainder +function [color,noColSpec] = getColorSpec(s,i) +colors = 'bgrcmykw'; +color=colors(mod(i-1,8) + 1); % default color cycle +noColSpec = '-'; % default line style +if (~isempty(s)) + idx=ismember(s,colors); + if any(~idx) + noColSpec=s(~idx); + end + if any(idx) + color=s(idx(1)); + end +end diff --git a/42/replication_package/model_replication/Main nu 10/findtransfer.m b/42/replication_package/model_replication/Main nu 10/findtransfer.m new file mode 100644 index 0000000000000000000000000000000000000000..6d6ddcbdd81c2105defa6003af3228d601bcdce8 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 10/findtransfer.m @@ -0,0 +1,4 @@ +function y = findtransfer(a, rhs, p) + + +y = (1 + interest(a, p)).*a - rhs; \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 10/fminsearchbnd.m b/42/replication_package/model_replication/Main nu 10/fminsearchbnd.m new file mode 100644 index 0000000000000000000000000000000000000000..0448eae0f278145737a4c58ef211062d09896afc --- /dev/null +++ b/42/replication_package/model_replication/Main nu 10/fminsearchbnd.m @@ -0,0 +1,307 @@ +function [x,fval,exitflag,output] = fminsearchbnd(fun,x0,LB,UB,options,varargin) +% FMINSEARCHBND: FMINSEARCH, but with bound constraints by transformation +% usage: x=FMINSEARCHBND(fun,x0) +% usage: x=FMINSEARCHBND(fun,x0,LB) +% usage: x=FMINSEARCHBND(fun,x0,LB,UB) +% usage: x=FMINSEARCHBND(fun,x0,LB,UB,options) +% usage: x=FMINSEARCHBND(fun,x0,LB,UB,options,p1,p2,...) +% usage: [x,fval,exitflag,output]=FMINSEARCHBND(fun,x0,...) +% +% arguments: +% fun, x0, options - see the help for FMINSEARCH +% +% LB - lower bound vector or array, must be the same size as x0 +% +% If no lower bounds exist for one of the variables, then +% supply -inf for that variable. +% +% If no lower bounds at all, then LB may be left empty. +% +% Variables may be fixed in value by setting the corresponding +% lower and upper bounds to exactly the same value. +% +% UB - upper bound vector or array, must be the same size as x0 +% +% If no upper bounds exist for one of the variables, then +% supply +inf for that variable. +% +% If no upper bounds at all, then UB may be left empty. +% +% Variables may be fixed in value by setting the corresponding +% lower and upper bounds to exactly the same value. +% +% Notes: +% +% If options is supplied, then TolX will apply to the transformed +% variables. All other FMINSEARCH parameters should be unaffected. +% +% Variables which are constrained by both a lower and an upper +% bound will use a sin transformation. Those constrained by +% only a lower or an upper bound will use a quadratic +% transformation, and unconstrained variables will be left alone. +% +% Variables may be fixed by setting their respective bounds equal. +% In this case, the problem will be reduced in size for FMINSEARCH. +% +% The bounds are inclusive inequalities, which admit the +% boundary values themselves, but will not permit ANY function +% evaluations outside the bounds. These constraints are strictly +% followed. +% +% If your problem has an EXCLUSIVE (strict) constraint which will +% not admit evaluation at the bound itself, then you must provide +% a slightly offset bound. An example of this is a function which +% contains the log of one of its parameters. If you constrain the +% variable to have a lower bound of zero, then FMINSEARCHBND may +% try to evaluate the function exactly at zero. +% +% +% Example usage: +% rosen = @(x) (1-x(1)).^2 + 105*(x(2)-x(1).^2).^2; +% +% fminsearch(rosen,[3 3]) % unconstrained +% ans = +% 1.0000 1.0000 +% +% fminsearchbnd(rosen,[3 3],[2 2],[]) % constrained +% ans = +% 2.0000 4.0000 +% +% See test_main.m for other examples of use. +% +% +% See also: fminsearch, fminspleas +% +% +% Author: John D'Errico +% E-mail: woodchips@rochester.rr.com +% Release: 4 +% Release date: 7/23/06 + +% size checks +xsize = size(x0); +x0 = x0(:); +n=length(x0); + +if (nargin<3) || isempty(LB) + LB = repmat(-inf,n,1); +else + LB = LB(:); +end +if (nargin<4) || isempty(UB) + UB = repmat(inf,n,1); +else + UB = UB(:); +end + +if (n~=length(LB)) || (n~=length(UB)) + error 'x0 is incompatible in size with either LB or UB.' +end + +% set default options if necessary +if (nargin<5) || isempty(options) + options = optimset('fminsearch'); +end + +% stuff into a struct to pass around +params.args = varargin; +params.LB = LB; +params.UB = UB; +params.fun = fun; +params.n = n; +% note that the number of parameters may actually vary if +% a user has chosen to fix one or more parameters +params.xsize = xsize; +params.OutputFcn = []; + +% 0 --> unconstrained variable +% 1 --> lower bound only +% 2 --> upper bound only +% 3 --> dual finite bounds +% 4 --> fixed variable +params.BoundClass = zeros(n,1); +for i=1:n + k = isfinite(LB(i)) + 2*isfinite(UB(i)); + params.BoundClass(i) = k; + if (k==3) && (LB(i)==UB(i)) + params.BoundClass(i) = 4; + end +end + +% transform starting values into their unconstrained +% surrogates. Check for infeasible starting guesses. +x0u = x0; +k=1; +for i = 1:n + switch params.BoundClass(i) + case 1 + % lower bound only + if x0(i)<=LB(i) + % infeasible starting value. Use bound. + x0u(k) = 0; + else + x0u(k) = sqrt(x0(i) - LB(i)); + end + + % increment k + k=k+1; + case 2 + % upper bound only + if x0(i)>=UB(i) + % infeasible starting value. use bound. + x0u(k) = 0; + else + x0u(k) = sqrt(UB(i) - x0(i)); + end + + % increment k + k=k+1; + case 3 + % lower and upper bounds + if x0(i)<=LB(i) + % infeasible starting value + x0u(k) = -pi/2; + elseif x0(i)>=UB(i) + % infeasible starting value + x0u(k) = pi/2; + else + x0u(k) = 2*(x0(i) - LB(i))/(UB(i)-LB(i)) - 1; + % shift by 2*pi to avoid problems at zero in fminsearch + % otherwise, the initial simplex is vanishingly small + x0u(k) = 2*pi+asin(max(-1,min(1,x0u(k)))); + end + + % increment k + k=k+1; + case 0 + % unconstrained variable. x0u(i) is set. + x0u(k) = x0(i); + + % increment k + k=k+1; + case 4 + % fixed variable. drop it before fminsearch sees it. + % k is not incremented for this variable. + end + +end +% if any of the unknowns were fixed, then we need to shorten +% x0u now. +if k<=n + x0u(k:n) = []; +end + +% were all the variables fixed? +if isempty(x0u) + % All variables were fixed. quit immediately, setting the + % appropriate parameters, then return. + + % undo the variable transformations into the original space + x = xtransform(x0u,params); + + % final reshape + x = reshape(x,xsize); + + % stuff fval with the final value + fval = feval(params.fun,x,params.args{:}); + + % fminsearchbnd was not called + exitflag = 0; + + output.iterations = 0; + output.funcCount = 1; + output.algorithm = 'fminsearch'; + output.message = 'All variables were held fixed by the applied bounds'; + + % return with no call at all to fminsearch + return +end + +% Check for an outputfcn. If there is any, then substitute my +% own wrapper function. +if ~isempty(options.OutputFcn) + params.OutputFcn = options.OutputFcn; + options.OutputFcn = @outfun_wrapper; +end + +% now we can call fminsearch, but with our own +% intra-objective function. +[xu,fval,exitflag,output] = fminsearch(@intrafun,x0u,options,params); + +% undo the variable transformations into the original space +x = xtransform(xu,params); + +% final reshape to make sure the result has the proper shape +x = reshape(x,xsize); + +% Use a nested function as the OutputFcn wrapper + function stop = outfun_wrapper(x,varargin); + % we need to transform x first + xtrans = xtransform(x,params); + + % then call the user supplied OutputFcn + stop = params.OutputFcn(xtrans,varargin{1:(end-1)}); + + end + +end % mainline end + +% ====================================== +% ========= begin subfunctions ========= +% ====================================== +function fval = intrafun(x,params) +% transform variables, then call original function + +% transform +xtrans = xtransform(x,params); + +% and call fun +fval = feval(params.fun,reshape(xtrans,params.xsize),params.args{:}); + +end % sub function intrafun end + +% ====================================== +function xtrans = xtransform(x,params) +% converts unconstrained variables into their original domains + +xtrans = zeros(params.xsize); +% k allows some variables to be fixed, thus dropped from the +% optimization. +k=1; +for i = 1:params.n + switch params.BoundClass(i) + case 1 + % lower bound only + xtrans(i) = params.LB(i) + x(k).^2; + + k=k+1; + case 2 + % upper bound only + xtrans(i) = params.UB(i) - x(k).^2; + + k=k+1; + case 3 + % lower and upper bounds + xtrans(i) = (sin(x(k))+1)/2; + xtrans(i) = xtrans(i)*(params.UB(i) - params.LB(i)) + params.LB(i); + % just in case of any floating point problems + xtrans(i) = max(params.LB(i),min(params.UB(i),xtrans(i))); + + k=k+1; + case 4 + % fixed variable, bounds are equal, set it at either bound + xtrans(i) = params.LB(i); + case 0 + % unconstrained variable. + xtrans(i) = x(k); + + k=k+1; + end +end + +end % sub function xtransform end + + + + + diff --git a/42/replication_package/model_replication/Main nu 10/interest.m b/42/replication_package/model_replication/Main nu 10/interest.m new file mode 100644 index 0000000000000000000000000000000000000000..a803c11bf639587df429cae019dec0baa5772085 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 10/interest.m @@ -0,0 +1,4 @@ +function rl = interest(A, p) + +rl = 1./(1 + exp(-p.r1*(A - p.r2)))*(p.rh - p.rl) + p.rl; + diff --git a/42/replication_package/model_replication/Main nu 10/kronm.m b/42/replication_package/model_replication/Main nu 10/kronm.m new file mode 100644 index 0000000000000000000000000000000000000000..37c3ef55e11a041e1c9332397e1f90c086a49983 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 10/kronm.m @@ -0,0 +1,113 @@ +function x = kronm(Q,x) + +% Fast Kronecker matrix multiplication, for both full and sparse matrices +% of any size. Never computes the actual Kronecker matrix and omits +% multiplication by identity matrices. +% y = kronm(Q,x) computes +% y = (Q{k} kron ... Q{2} kron Q{1})*x +% If Q contains only two matrices and x is a vector, the code uses the +% identity +% ( Q{2} kron Q{1} )*vec(X) = vec(Q{1}*X*Q{2}'), +% where vec(X)=x. If Q contains more than two matrices and/or if x has more +% than one column, the algorithm uses a generalized form of this identity. +% The idea of the algorithm is to see x as a multi-dimensional array and to +% apply the linear maps Q{i} separately for each dimension i. If Q contains +% just one matrix, the function returns the regular matrix product Q{1}*x. +% +% Inputs: +% Q: 1-by-k cell array containing k matrices of arbitrary size +% (can be sparse). Denote by R(i) the number of rows of Q{i}, and +% by C(i) the number of columns. Alternatively, Q{i} may also be +% a scalar qi. This is interpreted as the qi-by-qi identity +% matrix. Hand over identity matrices in this fashion for optimal +% performance. +% x: Matrix of size CC-by-m, where CC=C(1)*...*C(k). +% +% Output: Matrix of size RR-by-m, where RR=R(1)*...*R(k). +% +% +% Example: +% R = [60, 30, 20]; % Number of rows for matrices Q{1},Q{2},Q{3}. +% C = [55, 25, 15]; % Number of columns of matrices Q{i}. +% m = 5; % Number of columns of x. +% Q = cell(1,length(R)); % Create cell with sparse random matrices +% for i=1:length(R) % of density 0.05. +% Q{i} = sprand(R(i),C(i),0.05); +% end +% x = rand(prod(C),m); % Random matrix x with C(1)*C(2)*C(3) rows. +% y = kron(Q{3},kron(Q{2},Q{1}))*x; +% % Matlab's Kronecker multiplication... +% yy= kronm(Q,x); % and kronm... +% norm(y-yy) % ... give the same result up to +% % computational error. +% +% +% Version: 6-Oct-2015 +% Author: Matthias Kredler (Universidad Carlos III de Madrid) +% mkredler@eco.uc3m.es +% Acknowledgement: +% This code follows the same idea as 'kronmult' by Paul G. Constantine & +% David F. Gleich (Stanford, 2009). However, I avoid loops and allow for +% non-square inputs Q{i}. I have also included the special treatment for +% identity matrices. + +m = size(x,2); % Obtain number of columns in input. +k = length(Q); % Number of matrices in Q. +R = zeros(1,k); % Vector for number of rows of, +C = zeros(1,k); % Q-matrices and for number of columns. +comp = true(1,k); % Check if we have to multiply by Q{i}. +for i=1:k + if isscalar(Q{i}) % If input Q{i} is a scalar, don't + comp(i) = false; % have to multiply in this dimension. + R(i) = Q{i}; % Read in number of rows and columns. + C(i) = Q{i}; + else % Otherwise, read out size of the + [R(i),C(i)] = size(Q{i}); % matrix. + end +end + +xsiz = [C,m]; % Will constantly change dimension of x. + % xsiz is the current size, when x is + % reshaped to array of dim. + % C(1),C(2),...,C(k),m. + +if comp(1) % Start with first Kronecker product, + x = Q{1}*reshape(x,[C(1),prod(xsiz)/C(1)]); + % leave out if Q{i} is identity. + xsiz(1) = R(1); % Replace size of dimension 1. +end % (Don't do this in loop below --> save + % time on reshapes and permutes) +if k>1 && m==1 % If Q has just one element, we're done. + if comp(k) % If x was a column vector, do the last + x = reshape(x,[prod(xsiz)/C(k),C(k)]) *Q{k}' ; + xsiz(k) = R(k); % Kronecker product by matrix + end % post-multiplication to save time on + % reshapes and permutes. + loopTo = k-1; % Will only have to loop up to + % dimension k-1 below. +else % If x is a matrix, have to loop over + loopTo = k; % all dimensions. +end + +if k>2 || m>1 % Now loop over remaining dimensions, + x = reshape(x,xsiz); % inf any. Reshape x into an array of + for i=2:loopTo % dimension R(1),C(2),...,C(k)or R(k),m. + if comp(i) % If Q{i} is not identity: Create + dims = 1:k+1; % vector to re-shuffle dimensions. + dims(i) = []; % Put dimension i first (by permute), + dims = [i, dims]; %#ok % e.g. order [2,1,3,4,5] + % for i=2 and k=4. Turn off Matlab's + % warning for size change. + Xmat = reshape( permute(x,dims), [C(i), prod(xsiz)/C(i)] ); + % Then bring array into matrix with + Xmat = Q{i}*Xmat; % N(i) rows, ex: N(2)-by-N(1)*N(3)*... + % *N(4)*m and multiply by Q{i}. + xsiz(i) = R(i); % Changed dimensionality of x. + x = ipermute( reshape(Xmat,[R(i), xsiz(dims(2:k+1))]), dims ); + end % Reshape back to array, ex: to dim. + end % N(2),N(1),N(3),N(4),m, and inverse- + % permute to go back to orginal array, +end % ex: dim. N(1),N(2),N(3),N(4),m. + +x = reshape(x,[prod(R),m]); % Then give back result as matrix. + diff --git a/42/replication_package/model_replication/Main nu 10/lookup1.m b/42/replication_package/model_replication/Main nu 10/lookup1.m new file mode 100644 index 0000000000000000000000000000000000000000..b1505d4dd7ab85ad6022be69430658f336d97116 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 10/lookup1.m @@ -0,0 +1,71 @@ +% LOOKUP Performs a table lookup. +% USAGE +% ind=lookup(tabvals,x,endadj); +% INPUTS +% tabvals : a sorted vector of n values +% x : an array of values +% endadj : a optional endpoint adjustment: 0, 1, 2 or 3. +% OUTPUT +% ind : an array (same size as x) of indices from 1 to n +% +% Returns an array of size(x) with element (i,j) equal to +% max k: x(i,j)>=tabvals(k) +% +% Optional endpoint adjustments: +% 0: no adjustments +% 1: values of x < min(tabvals) will return +% length(tabvals=tabvals(1)) +% 2: values of x > max(tabvals) will return +% m-length(tabvals=tabvals(end)) +% 3: adjustments 1 and 2 will be performed +% +% With endadj=3 all the indices are between 1 and n-1 +% To find the nearest table value to each x use: +% ind = lookup(tabvals,x,3); +% ind = ind + (x-tabvals(ind) > tabvals(ind+1)-x); +% nearest = tabvals(ind); +% +% Coded in C. + +% Copyright (c) 1997-2000, Paul L. Fackler & Mario J. Miranda +% paul_fackler@ncsu.edu, miranda.4@osu.edu + +function ind=lookup(tabvals,x,endadj); + +global CompEcon_MEXwarned + +if isempty(CompEcon_MEXwarned) + disp('Warning: You are using the m-file version of a function that is coded as a C Mex file.') + disp(' Running this M file version may be significantly slower and more memory intensive.') + disp(' Use MEXALL to create the executable (MEX or DLL) and make sure it is on the MATLAB path.') + CompEcon_MEXwarned=1; +end + + +if nargin<2 + error('At least two parameters must be specified'); +end +if nargin<3 endadj=0; end +if isempty(endadj) endad=0; end + +n=prod(size(x)); +if min(size(tabvals))>1 + error('tabvals must be a vector'); +else + tabvals=tabvals(:); + if any(diff(tabvals)<0) + error('tabvals must be sorted in ascending order') + end +end +m=length(tabvals); +if endadj>=2, m=m-length(find(tabvals==tabvals(end))); end + +[temp,ind]=sort([tabvals(1:m); x(:)]); +temp=find(ind>m); +j=ind(temp)-m; +ind=reshape(temp-(1:n)',size(x)); +ind(j)=ind(:); + +if endadj==1 | endadj==3 + ind(ind==0)=length(find(tabvals==tabvals(1))); +end diff --git a/42/replication_package/model_replication/Main nu 10/lookup1.mexa64 b/42/replication_package/model_replication/Main nu 10/lookup1.mexa64 new file mode 100644 index 0000000000000000000000000000000000000000..d45b592990528cdf9bec076c8ebfa193adc36d52 Binary files /dev/null and b/42/replication_package/model_replication/Main nu 10/lookup1.mexa64 differ diff --git a/42/replication_package/model_replication/Main nu 10/lookup1.mexmaci64 b/42/replication_package/model_replication/Main nu 10/lookup1.mexmaci64 new file mode 100644 index 0000000000000000000000000000000000000000..c355da46b986916252b3bd3c06ec513f8774efa1 Binary files /dev/null and b/42/replication_package/model_replication/Main nu 10/lookup1.mexmaci64 differ diff --git a/42/replication_package/model_replication/Main nu 10/lookup1.mexw32 b/42/replication_package/model_replication/Main nu 10/lookup1.mexw32 new file mode 100644 index 0000000000000000000000000000000000000000..187dff29e1d7905d71b29ee4f986b9635bc5bc35 Binary files /dev/null and b/42/replication_package/model_replication/Main nu 10/lookup1.mexw32 differ diff --git a/42/replication_package/model_replication/Main nu 10/neldmead_bounds.m b/42/replication_package/model_replication/Main nu 10/neldmead_bounds.m new file mode 100644 index 0000000000000000000000000000000000000000..a27a8bb8d0f4a14305b8a48091fccbee51ac77af --- /dev/null +++ b/42/replication_package/model_replication/Main nu 10/neldmead_bounds.m @@ -0,0 +1,145 @@ +function x_opt = neldmead_bounds(func, x_init, x_min, x_max, varargin) +% [x_opt]=neldmead_bounds(func,x_init,x_min,x_max) +% minimizes f(x) such that x_min <= x_opt <= x_max. +% modified version of original by H.P. Gavin , Civil & Env'ntl Eng'g, Duke Univ. 21 January 2006 +% all i did is to make it readable for myself and exclude g(x) <0 +% constraint +% +% INPUT +% ====== +% func : the name of the function to be minimizes in the form y=func(x) +% x_init : the vector of initial parameter values ... a column vector +% x_min : minimum permissible values of the parameters, x +% x_max : maximum permissible values of the parameters, x +% +% OUTPUT +% ====== +% x_opt : a set of parameters at or near the optimal value + + + tol_x = 1e-4; % tolerance for convergence in x + tol_f = 1e-4; % tolerance for convergence in f + max_iter = 250; % maximum number of function evaluations + + +n = length(x_init); + +onesn = ones(1,n); +ot = 2:n+1; +on = 1:n; +function_count = 0; % the number of function evaluations + + +% Nelder-Mead constants +a_reflect = 2; a_expand = 1; a_contract = 0.5; a_shrink = 0.5; + +% Evaluate the initial guess and the range of allowable parameter variation + +x_init = min(max(x_init,x_min),x_max); + +[fv] = feval(func,x_init, varargin{:}); +if any(x_max == x_min) + error('error: x_max can not equal x_min for any parameter'); +end + +% Place input guess in the simplex! (credit L.Pfeffer at Stanford) +% Set up a simplex near the initial guess. + +p1 = .2; % originally .2 +p2 = .1; % originally .1 + +delta_x = min( p1*(1+abs(x_init)) , p2*(x_max-x_init).*(x_max~=x_init) ); +idx = find(delta_x == 0); +delta_x(idx) = -p2*(x_init(idx)-x_min(idx)); + +% --- initialization +simplex = x_init; +for j = 1:n + y = x_init; + y(j) = y(j) + delta_x(j); + x = min(max(y,x_min),x_max); + simplex = [simplex x]; %create simplex one by one + [f] = feval(func,x, varargin{:}); %evaluate function + fv = [fv f]; %record function values + +end + +% order the vertices in increasing order of fv +[fv,idx] = sort(fv); simplex = simplex(:,idx); +disp([simplex;fv]) + +iter=1; +while iter < max_iter % --- main loop + + change_x = max(max(abs(simplex(:,ot)-simplex(:,onesn)))); + change_f = max(abs(fv(1)-fv(ot))); + + if change_x < tol_x && change_f < tol_f + break; + end + + % One step of the Nelder-Mead simplex algorithm + + happy = 0; + +% reflect + vbar = (sum(simplex(:,on)')/n)'; % centroid of better vertices + vr = min(max(vbar + a_reflect*(vbar-simplex(:,n+1)),x_min),x_max); + [fr] = feval(func,vr, varargin{:}); + + + if ( fr >= fv(1) && fr < fv(n+1) ) + happy = 1; vk = vr; fk = fr; how = 'reflect'; + end + +% expand + if ( happy == 0 && fr < fv(1) ) + ve = min(max(vbar + a_expand*(vr-vbar),x_min),x_max); + [fe] = feval(func,ve, varargin{:}); + + function_count = function_count + 1; + if fe < fr + happy = 1; vk = ve; fk = fe; how = 'expand'; + else + happy = 1; vk = vr; fk = fr; how = 'reflect'; + end + end + +% contract + if ( happy == 0 && fr >= fv(n) ) + vc = min(max(vbar + a_contract*(vbar-simplex(:,n+1)),x_min),x_max); + [fc] = feval(func,vc, varargin{:}); + + + if fc < fv(n+1) + happy = 1; vk = vc; fk = fc; how = 'contract'; + end + end + +% if you have accepted a new point, replace the worst point (n+1) with it + + if ( happy == 1 ) + simplex(:,n+1) = vk; fv(n+1) = fk; + else + +% shrink + v1 = simplex(:,1); + for i=2:n+1 + vs = min(max(v1 + a_shrink*(simplex(:,i)-v1),x_min),x_max); + [fs] = feval(func,vs, varargin{:}); + + simplex(:,i) = vs; + fv(i) = fs; + end + + how = 'shrink'; + end + +% order the vertices in increasing order of fv + [fv,idx] = sort(fv); simplex = simplex(:,idx); + x_opt = simplex(:,1); + %fprintf('%4i %6.2e %6.2e\n',[iter,change_f,change_x]) + iter=iter+1; +end + + diff --git a/42/replication_package/model_replication/Main nu 10/objective.m b/42/replication_package/model_replication/Main nu 10/objective.m new file mode 100644 index 0000000000000000000000000000000000000000..cf63df6164698ef022d739117a599f231bde62dd --- /dev/null +++ b/42/replication_package/model_replication/Main nu 10/objective.m @@ -0,0 +1,243 @@ +function err_mom = objective(x) + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',22); + +intmeth = 'linear'; +printr = 0; + +optset('bisect', 'tol', 1e-32); + +% Calibrated Parameters + +p.beta = x(1); % discount factor +p.alpha = x(2); % weight on housing in preferences +p.R = x(3); +p.phi = x(4); % productivity non-market +p.F0m = x(5); % fixed cost of refinancing +p.B = x(6); +p.r1 = x(7); +p.r2 = x(8); % parameters governing shape of rl curve +p.rh = (1 + x(9))^(1/4) - 1; % interest rate + +% Assigned Parameters + +p.nu = 10; % parameter in exponential distribution + +p.pidelta = [0.975; 0.025]; % probability of expenditure shocks +p.delta = [0; 0.0625]; % expenditure shock, fraction of home (quarterly so divide by 4) + +p.rl = (1 - 0.028)^(1/4) - 1; % lower bound on liquid rate + +p.T = 61*4; % last period of life +p.D = 30*4; % maturity of mortgages + +p.sigma = 2; % CRRA +p.gamma = 1; % Frisch elasticity of non-market production + +p.rm = (1 + 0.025)^(1/4) - 1; % mortgage interest rate + +p.Fs = 0.06; % fixed cost of selling home +p.F1m = 0.005; % proportional cost of refinancing + +p.wbar = 1; % parameter governing luxuriousness of bequests + +p.thetam = 0.85; % maximum LTV +p.thetay = 0.214; % maximum PTI + +rhoz = 0.9908; +sz = 0.0761; +se = (1 - 0.55)^(1/2)*0.4869; % Krueger Perri (2011) show 55% of the variance of trans compon is measurement error so subtract + +time = (1 : 1 : p.T)'; +p.lambdat = exp(0.07982636 - 0.02322307 * (time/4 + 25) + 0.00105409 * (time/4 + 25).^2 - 0.00001028 * (time/4 + 25).^3); + +p.thetay = p.thetay*(1 - 0.3126./(1 + exp(18.629 - 0.3049*(time/4 + 25)))); + +p.mbar = p.rm/(1 - (1 + p.rm)^(-p.D)); % minimum payment required per 1 of initial debt + + +% Quality of Approximation + +p.na = 75; % number of nodes for liquid assets +p.nat = 75; % number of nodes for atilde = (1 + rl)*a - delta*h +p.nl = 75; % number of nodes for liquidity +p.no = 11; % number of nodes for omega (fraction of loan outstanding) +p.nt = 5; % number of possible initial LTV +p.nh = 7; % number of nodes for housing +p.nz = 9; % points for exogenous income z +p.ne = 3; + + +% Discretize Income Process + +[zgrid, Fzz] = rouwenhorst(rhoz, sz, p.nz); +zgrid = exp(zgrid'); +p.zgrid = zgrid; + +[Fz, d] = eigs(Fzz', 1, 'largestabs'); +Fz = Fz/sum(Fz); +Fz = full(Fz); % ergodic distribution of z + +[egrid, we] = qnwnorm(p.ne, 0, se^2); +egrid = exp(egrid); +p.egrid = egrid; + + +% Discretize other state variables + +amin = -0.4; +amax = 100; +p.agrid = amin + (amax - amin)*nodeunif(p.na, 0, 1).^2; + +omin = 0; +omax = 1; +p.ogrid = omin + (omax - omin)*nodeunif(p.no, 0, 1); + +tmin = 0.25; +tmax = p.thetam; % allow to cover fixed cost +p.tgrid = tmin + (tmax - tmin)*nodeunif(p.nt, 0, 1); + +hmin = 5; % minimum house size +hmax = 40; % maximum house size +p.hgrid = hmin + (hmax - hmin)*nodeunif(p.nh, 0, 1).^1.5; + +ymin = min(p.lambdat)*zgrid(1)*egrid(1); +ymax = max(p.lambdat)*zgrid(end)*egrid(end); + +lmin = -1; % keep it reasonably negative so they know that's a bad state to find yourself in +lmax = 125; +p.lgrid = lmin + (lmax - lmin)*nodeunif(p.nl, 0, 1).^1.5; + +atmin = -p.delta(2)*hmax + (1 + p.rl)*amin; +atmax = (1 + p.rh)*amax; +p.atgrid = atmin + (atmax - atmin)*nodeunif(p.nat, 0, 1).^1.5; + + + + + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.atgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.atgrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for W functions +swr = gridmake(p.lgrid, p.zgrid); + +svht = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for computing intermediate value function (creier prajit) +svrt = gridmake(p.agrid, p.zgrid, p.egrid); + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + +ind3h = kron((1:1:p.no*p.nt*p.nh*p.nz*p.ne)', ones(p.na, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind3r = kron((1:1: p.nz*p.ne)', ones(p.na, 1)); + + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.nat*p.no*p.nt*p.nh*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.nat*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + +cmaxh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amin); % c that implies a' = amin +cmaxr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amin); + +cminh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amax); % c that implies a' = amax +cminr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amax); + +cmaxh = repmat(cmaxh, p.no*p.nt*p.nh*p.nz, 1); +cmaxr = repmat(cmaxr, p.nz, 1); + +cminh = repmat(cminh, p.no*p.nt*p.nh*p.nz, 1); +cminr = repmat(cminr, p.nz, 1); + + +% Terminal value of bequests + +rlh = 1./(1 + exp(-p.r1*(svbarh(:,1) - p.r2)))*(p.rh - p.rl) + p.rl; +rlr = 1./(1 + exp(-p.r1*(svbarr(:,1) - p.r2)))*(p.rh - p.rl) + p.rl; + +vbarh(:, p.T + 1) = p.pidelta(1)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(1)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma) + ... + p.pidelta(2)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(2)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); + +vbarr(:, p.T + 1) = p.B*(p.wbar + (1 + rlr).*svbarr(:,1)).^(1 - p.sigma)/(1 - p.sigma); + + +for t = p.T : -1 : 1 + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + At = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + [~, ~, ~, ~, vr(:,t)] = solveh(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', At, Y, znow); + + % Solve discrete choice problem of housing + + At = svh(:,1); + Y = p.lambdat(t)*svh(:,5).*svh(:,6); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat*p.no*p.nt*p.nh, 1)), p.ne, 1); % index of z in (a, omega, theta, h, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.nat*p.no*p.nt, 1)), p.nz*p.ne, 1); % index of h in (a, omega, theta, h, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.nat*p.no, 1)), p.nh*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, z, e) space for owners + + + [~, ~, ~, ~, vh(:,t)] = solveh(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', At, Y, znow, hnow, tnow); + + % We need to interpolate to calculate the expected value before the delta shocks are realized, but after the z,e shocks are realized + + Vhinterp = griddedInterpolant({p.atgrid, (1: 1:p.no*p.nt*p.nh*p.nz*p.ne)'}, reshape(vh(:, t), p.nat, p.no*p.nt*p.nh*p.nz*p.ne), intmeth, 'linear'); + Vrinterp = griddedInterpolant({p.atgrid, (1: 1: p.nz*p.ne)'}, reshape(vr(:, t), p.nat, p.nz*p.ne), intmeth, 'linear'); + + + % Compute expected value and update vbar + + % 1. Step 1: integrate delta shocks by interpolate value of home and rent (which are functions of atilde) + + vhtemp = p.pidelta(1)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(1)*svht(:, 4), ind3h) + p.pidelta(2)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(2)*svht(:, 4), ind3h); + + vrtemp = Vrinterp((1 + interest(svrt(:,1), p)).*svrt(:,1), ind3r); + + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh, Fzz}, vhtemp((i - 1)*p.na*p.no*p.nt*p.nh*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nz)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vrtemp((i - 1)*p.na*p.nz + 1 : i*p.na*p.nz)); + + end + +end + + + +simulate diff --git a/42/replication_package/model_replication/Main nu 10/plot_decisions.m b/42/replication_package/model_replication/Main nu 10/plot_decisions.m new file mode 100644 index 0000000000000000000000000000000000000000..30e75f415d4a7d413ad1f9d4c27255135e5ceed0 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 10/plot_decisions.m @@ -0,0 +1,109 @@ + +close all + +t = 242; + +EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +N = 100; + +oind = p.no; onow = oind*ones(N, 1); + +tind = 5; tnow = tind*ones(N, 1); +hind = 5; hnow = hind*ones(N, 1); +zind = 7; znow = zind*ones(N, 1); + +ind2 = sub2ind([p.no, p.nt, p.nh, p.nz], onow, tnow, hnow, znow); + +state = gridmake(nodeunif(N, 0, 2), p.ogrid(oind), p.tgrid(tind), p.hgrid(hind), p.zgrid(zind)); + +cmin = bisect('savings', 1e-13, 1e5, state(:,1), p, 'h', amax); +cmax = bisect('savings', 1e-13, 1e5, state(:,1), p, 'h', amin); + +C = solve_golden('wfunc', cmin, cmax, state, ind2, EVh, p, 'h'); + +[~, Aprime] = savings(C, state, p, 'h'); + + +figure(1) + +subplot(1, 2, 1) +plot(state(:, 1), C); + +title('consumption', 'Interpreter', 'Latex'); +xlabel('$l$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + +subplot(1, 2, 2) +plot(state(:, 1), Aprime); + +title('$a^{\prime}$', 'Interpreter', 'Latex'); +xlabel('$l$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + + + + +% Housing Choice + +eind = 2; + +state = gridmake(nodeunif(N, 8, 15), p.ogrid(oind), p.tgrid(tind), p.hgrid(hind), p.zgrid(zind), p.egrid(eind)); + +Y = p.lambdat(t)*p.zgrid(zind)*p.egrid(eind); +A = state(:,1); + +[Lall, omegaall, thetaall, hall, v, pall, vall] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', A, Y, znow, hnow, tnow); + + + +figure(2) + +subplot(2, 3, 1) +plot(A, pall); +title('prob. each choice', 'Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + +subplot(2, 3, 2) +plot(A, Lall); +title('liquidity','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + +subplot(2, 3, 3) +plot(A, omegaall); +title('$\omega^{\prime}$','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + +subplot(2, 3, 4) +plot(A, thetaall); +title('$\bar{\theta}^{\prime}$','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + + +subplot(2, 3, 5) +plot(A, hall); +title('$h^{\prime}$','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + + +subplot(2, 3, 6) +plot(A, vall); +title('value','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + diff --git a/42/replication_package/model_replication/Main nu 10/plot_decisions_rate.m b/42/replication_package/model_replication/Main nu 10/plot_decisions_rate.m new file mode 100644 index 0000000000000000000000000000000000000000..703b309a29407d9602d2c3ad55dc4d13e6e19c9f --- /dev/null +++ b/42/replication_package/model_replication/Main nu 10/plot_decisions_rate.m @@ -0,0 +1,52 @@ + +close all + +% understand value of each option + +t = 75; + +tind = 3; +hind = 5; +rind = 1; +zind = 5; +eind = 2; + +omega = 0.0; + +state = gridmake(nodeunif(100, 0, 3), omega, p.tgrid(tind), p.hgrid(hind), rind, p.zgrid(zind), p.egrid(eind)); + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +ai = state(:,1); +yi = p.lambdat(t)*state(:,6).*state(:,7); + +[li, oi, thi, hi, vi, di, valli] = solveh_rm(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', ai, yi, zind*ones(100, 1), hind*ones(100, 1), tind*ones(100, 1), rind*ones(100, 1)); + +state2 = gridmake(ai + 0.0001, omega, p.tgrid(tind), p.hgrid(hind), rind, p.zgrid(zind), p.egrid(eind)); +ai2 = state2(:,1); + +[~, ~, ~, ~, vi2] = solveh_rm(state2, Whinterp, Wrinterp, p, p.thetay(t), 'h', ai2, yi, zind*ones(100, 1), hind*ones(100, 1), tind*ones(100, 1), rind*ones(100, 1)); + +vprime = (vi2 - vi)./(ai2 - ai); + + + + +figure(3) + +subplot(1, 2, 1) +plot(ai, di); + +title('discrete choice', 'Interpreter', 'Latex'); +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + + +subplot(1, 2, 2) +plot(ai, (valli(:, 1:4) - valli(:, 5))./vprime); + +title('values', 'Interpreter', 'Latex'); +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') diff --git a/42/replication_package/model_replication/Main nu 10/rouwenhorst.m b/42/replication_package/model_replication/Main nu 10/rouwenhorst.m new file mode 100644 index 0000000000000000000000000000000000000000..b63dcbaa002c4cdc734110fadee1cd5d36526c07 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 10/rouwenhorst.m @@ -0,0 +1,29 @@ +%rouwenhorst.m +% +%[zgrid, P] = rouwenhorst(rho, sigma_eps, n) +% +% rho is the 1st order autocorrelation +% sigma_eps is the standard deviation of the error term +% n is the number of points in the discrete approximation +% +% http://www.karenkopecky.net/rouwenhorst.m + +function [zgrid, P] = rouwenhorst(rho,sigma_eps,n) + +mu_eps = 0; + +q = (rho+1)/2; +nu = ((n-1)/(1-rho^2))^(1/2) * sigma_eps; + +P = [q 1-q;1-q q]; + + +for i=2:n-1 + P = q*[P zeros(i,1);zeros(1,i+1)] + (1-q)*[zeros(i,1) P;zeros(1,i+1)] + ... + (1-q)*[zeros(1,i+1); P zeros(i,1)] + q*[zeros(1,i+1); zeros(i,1) P]; + P(2:i,:) = P(2:i,:)/2; +end + +zgrid = linspace(mu_eps/(1-rho)-nu,mu_eps/(1-rho)+nu,n); + + diff --git a/42/replication_package/model_replication/Main nu 10/run_start_cal.s b/42/replication_package/model_replication/Main nu 10/run_start_cal.s new file mode 100644 index 0000000000000000000000000000000000000000..20dbe8f37054fc0708f4aeaf1aa5a5a5e7dbbcdc --- /dev/null +++ b/42/replication_package/model_replication/Main nu 10/run_start_cal.s @@ -0,0 +1,32 @@ +#!/bin/bash + +#SBATCH --job-name=Run_start_hpc +#SBATCH --nodes=1 +#SBATCH --cpus-per-task=4 +#SBATCH --mem=8GB +#SBATCH --time=167:00:00 +#SBATCH --mail-type=END +#SBATCH --mail-user=fkg210@nyu.edu + +module purge +module load matlab/2018b + +#### start MATLAB, everything between EOF's is ran in Matlab +######################################################################### +cat<= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + E(:,t) = bin; + + Y(:,t) = p.lambdat(t)*p.zgrid(Z(:,t)).*p.egrid(E(:,t)); + +end + +U = rand(2*N, T); % random variable that determines choice probability (adjustment cost) + +Delta = rand(2*N, T); % random variable that determines maintenance shock + +Delta = p.delta(1)*(Delta <= p.pidelta(1)) + p.delta(2)*(Delta > p.pidelta(1)); + + +% period 1 all are renters with 0 wealth + +t = 1; + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +state = (1 + interest(A(:, t), p)).*A(:,t); % others irrelevant here + +[Lall, Oall, Thall, Hall, V(:,t), Pall(:, 1: 3, t), Vall(:, 1 : 3, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'r', state(:,1), Y(:, t), Z(:, t)); + +Pcum = [zeros(2*N, 1), cumsum(Pall(:, 1: 3, t), 2)]; + +unif = rand(2*N, 1); + +D(:, t) = ((unif < Pcum(:, 2:end)).*(unif >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + +ind = sub2ind([2*N, 3], (1 : 1 : 2*N)', D(:,t)); + +L(:, t) = Lall(ind); +O(:, t + 1) = Oall(ind); +Th(:, t + 1) = Thall(ind); +H(:, t + 1) = Hall(ind); + + +% Find consumption + +rent = H(:, t + 1) == 0; + +Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, t), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); +Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, t), p.nl, p.nz), intmeth, 'linear'); + +cmin = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amax); % c that implies a' = amin +cmax = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amin); % c that implies a' = amin + +C(rent, t) = max(min(Crint(L(rent, t), p.zgrid(Z(rent, t))), cmax), cmin); + +[~, A(rent, t+1)] = savings(C(rent,t), L(rent, t), p, 'r'); % none of the other state variables matter + +cmin = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amax); % c that implies a' = amin +cmax = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amin); % c that implies a' = amin + +C(~rent,t) = max(min(Chint(L(~rent, t), O(~rent, t+1), Th(~rent, t+1), H(~rent, t+1), p.zgrid(Z(~rent, t))), cmax), cmin); + +[~, A(~rent, t+1)] = savings(C(~rent,t), L(~rent,t), p, 'h'); + + +Hind(:, t + 1) = D(:, t) > 1; +Mind(:, t + 1) = D(:, t) == 3; + +for t = 2 : T + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + rent = H(:, t) == 0; + + % Renters + + state = (1 + interest(A(rent, t), p)).*A(rent, t); % others don't matter directly + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, V(rent,t), Pall(rent, 1 : 3, t), Vall(rent, 1 : 3, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'r', state(:,1), Y(rent, t), Z(rent, t)); + + Pcum = [zeros(ntemp, 1), cumsum(Pall(rent, 1 : 3, t), 2)]; + + D(rent, t) = ((U(rent, t) < Pcum(:, 2:end)).*(U(rent, t) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', D(rent, t)); + + L(rent, t) = Lall(ind); + O(rent, t + 1) = Oall(ind); + Th(rent, t + 1) = Thall(ind); + H(rent, t + 1) = Hall(ind); + + Hind(rent, t + 1) = Hind(rent, t) + (D(rent, t) > 1); + Mind(rent, t + 1) = Mind(rent, t) + (D(rent, t) == 3); + + % Homeowners + + ntemp = numel(find(~rent)); + + state = [(1 + interest(A(~rent, t), p)).*A(~rent, t) - Delta(~rent, t).*H(~rent, t), O(~rent, t), Th(~rent, t), H(~rent, t)]; % others don't matter directly + + hind = lookup1(p.hgrid, H(~rent, t), 1); + tind = lookup1(p.tgrid, Th(~rent, t), 1); + + [Lall, Oall, Thall, Hall, V(~rent,t), Pall(~rent, :, t), Vall(~rent, :, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', state(:,1), Y(~rent, t), Z(~rent, t), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pall(~rent, :, t), 2)]; + + D(~rent, t) = ((U(~rent, t) < Pcum(:, 2:end)).*(U(~rent, t) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', D(~rent, t)); + + L(~rent, t) = Lall(ind); + O(~rent, t + 1) = Oall(ind); + Th(~rent, t + 1) = Thall(ind); + H(~rent, t + 1) = Hall(ind); + + Hind(~rent, t + 1) = Hind(~rent, t) + (D(~rent, t) == 2 | D(~rent, t) == 3); + Mind(~rent, t + 1) = Mind(~rent, t) + (D(~rent, t) == 3 | D(~rent, t) == 4); + + Curt(~rent, t + 1) = (Curt(~rent, t) == 1 | (O(~rent, t+1) <= (1 + p.rm)*O(~rent, t) - p.mbar - 1e-5)) & (D(~rent, t) == 5) & (O(~rent, t+1) > 0); + + + % Find consumption + + rent = H(:, t + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, t), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, t), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amin); % c that implies a' = amin + + C(rent, t) = max(min(Crint(L(rent, t), p.zgrid(Z(rent, t))), cmax), cmin); + + [~, A(rent, t+1)] = savings(C(rent,t), L(rent, t), p, 'r'); % none of the other state variables matter + + cmin = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amin); % c that implies a' = amin + + C(~rent,t) = max(min(Chint(L(~rent, t), O(~rent, t+1), Th(~rent, t+1), H(~rent, t+1), p.zgrid(Z(~rent, t))), cmax), cmin); + + [~, A(~rent, t+1)] = savings(C(~rent,t), L(~rent,t), p, 'h'); + + +end + +Asave = A; +Osave = O; +Thsave = Th; +Hsave = H; +Csave = C; +Lsave = L; +Dsave = D; +Ysave = Y; +Zsave = Z; +Esave = E; +Vsave = V; +Pallsave = Pall; +Vallsave = Vall; +Usave = U; +Deltasave = Delta; + + +%{ + +figure(2) + +id = 1; + +subplot(2,2,1), plot([C(id, 1 : p.T)', Y(id, 1 : p.T)']); +title('Consumption and Income', 'Interpreter','Latex'); +h = legend('consumption', 'income'); +set(gca, 'ygrid', 'on') +set(h,'Interpreter','latex'); + + +subplot(2,2,2), plot([A(id, 1 : p.T + 1)', H(id, 1 : p.T + 1)'.*(1 - O(id, 1 : p.T + 1)'.*Th(id, 1 : p.T + 1)')]); +title('Wealth', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') +h = legend('liquid', 'illiquid'); +set(h,'Interpreter','latex'); + +subplot(2,2,3), plot([H(id, 2 : p.T + 1)', (p.R/p.alpha)^(-1/p.sigma)*C(id, :)']) +title('Housing', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +subplot(2,2,4), plot(O(id, 1 : p.T + 1)'.*Th(id, 1 : p.T + 1)') +title('LTV', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + + + +figure(3) + +subplot(2,2,1), plot([mean(C(:, 1 : p.T))', mean(Y(:, 1 : p.T))']); +title('Consumption and Income', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +legend('consumption', 'income') +set(gca, 'ygrid', 'on') + +subplot(2,2,2), plot([mean(A)', mean(H.*(1 - Th.*O))']); +title('Wealth', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') +h = legend('liquid', 'illiquid'); +set(h,'Interpreter','latex'); + +subplot(2,2,3), plot([mean(H)']); +title('Housing Stock', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +subplot(2,2,4), plot([mean(Th.*H.*O)'./mean(H)']); +title('LTV', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +%} + +W = A + H.*(1 - Th.*O); +Debt = H.*Th.*O; +Yh = p.phi^(1 + 1/p.gamma)*C.^(-p.sigma/p.gamma); % home production +Rent = p.R*(p.R/p.alpha)^(-1/p.sigma)*C.*(H(:, 2:end) == 0); + + +% LTVtilde = zeros(size(Debttilde)); +% LTVtilde(H > 0) = Debttilde(H>0)./H(H>0); + +thetagrid = lookup1(p.tgrid, Th(:, 2:end), 1); +htemp = H(:, 2: end); + +% PTItilde = p.mbar*Debttilde(:, 2:end)./Y; + +newloan = D == 3 | D == 4; +LTVbinds = Th(:, 2:end) == p.thetam & newloan; + +PTIuncon = zeros(2*N, T); + +uncon = newloan & thetagrid < 5; + +PTIuncon(uncon) = p.mbar*p.tgrid(thetagrid(uncon) + 1).*htemp(uncon)./Y(uncon); + +PTIbinds = PTIuncon > p.thetay' & ~LTVbinds; + +fractatLTV = mean(LTVbinds(newloan)); +fractatPTI = mean(PTIbinds(newloan)); + +%fprintf('\n') +%fprintf('Fraction constrained by: 1. LTV, 2. PTI, 3. unconst = %9.2f %9.2f %9.2f\n', [fractatLTV, fractatPTI, 1 - fractatLTV - fractatPTI]); +%fprintf('\n') + +%{ + +% Check aggregate resource constraint +% transaction costs: + +Debttilde = zeros(2*N, T + 1); +Debttilde(H > 0) = (Debt(H > 0) - p.F0m)./(1 + p.F1m); + + +Ftrans = (H(:, 1 : end - 1) == 0).*(D == 3).*(p.F0m + p.F1m*Debttilde(:, 2:end)) + ... % mortgage origination cost for renters + (H(:, 1 : end - 1) > 0).*(D <= 3).*(p.Fs*H(:, 1 : end - 1)) + ... % house selling costs for homeowners + (H(:, 1 : end - 1) > 0).*(D == 3 | D == 4).*(p.F0m + p.F1m*Debttilde(:, 2:end)); % mortgage origination cost for homeowners + +t = 1:T; + +rl = interest(A(:, t), p); + +err_agg = norm(vec(C(:,t) + H(:, t+1) + A(:, t+1) + (1 + p.rm)*Debt(:, t) + Rent(:,t) - Yh(:,t) - Y(:,t) - (1 + rl).*A(:, t) - H(:, t).*(1 - Delta(:,t)) - Debt(:, t+1) + Ftrans(:,t))); + +fprintf('Err in Agg Resource Constr = %9.2e \n', err_agg); +%} + +fsell = mean(vec(D <= 3 & H(:, 1 : end-1) > 0))/ mean(vec(H(:, 1 : end-1) > 0))*4; +fmortg = mean(vec(Th(:,1:end-1).*O(:,1:end-1) > 0 & H(:, 1 : end-1) > 0)) / mean(vec(H(:, 1 : end-1) > 0)); + +agewealthratio = mean(vec(W(:, 41*4 + 1 : end))) / mean(vec(W(:, 2 : 41*4))); + +reqpayment = p.mbar*Th(:, 1:end - 1).*H(:, 1:end - 1).*(O(:, 1:end - 1) > 0).*(D == 5); +actpayment = ((1 + p.rm)*Debt(:, 1 : end - 1) - Debt(:, 2 : end)).*(D == 5); + +fcurtail = sum(vec(D == 5) & vec(O(:, 1:end-1) > 0) & vec(Curt(:, 1:end - 1) > 0))/sum(vec(D == 5) & vec(O(:, 1:end-1) > 0)); + +PTI = reqpayment(reqpayment > 0)./Y(reqpayment > 0); + +HY = H(:, 2:end)./Y/4; + +Age = zeros(2*N, T); % mortgage age + +for t = 2 : T + + Age(:,t) = (Age(:,t-1) + 1/4).*(Age(:,t-1) > 0 & D(:,t) == 5) + 1/4.*(D(:,t) == 3 | D(:,t) == 4); + +end + +Age = Age - 1/4; + +Age = floor(Age); + +LTV = O.*Th; + + +% Let's compute refinance statistics the way Denis did in PSID data (imagine we track people every 2 years) + + +dates = 5 : 8 : p.T; % interview dates: Jan 1 1999, Jan 1 2001, Jan 1 2003 ... + +Ya = zeros(2*N, numel(dates) - 1); % annual income: 1998, 2000, 2002 +Ra = zeros(2*N, numel(dates) - 1); % refinance between 1998-2000, 2000-2002 ... +Na = zeros(2*N, numel(dates) - 1); % eligible to be counted as refinancer +Aa = zeros(2*N, numel(dates) - 1); % liquid assets at the time of the interview +Ha = zeros(2*N, numel(dates) - 1); % house value at interview +LTVa = zeros(2*N, numel(dates) - 1); % LTV at interview +dLTVa = zeros(2*N, numel(dates) - 1); % change in LTV + +for i = 1 : numel(dates) - 1 + +Ya(:, i) = sum(Y(:, dates(i) - 4 : 1 : dates(i) - 1), 2); + +Ra(:, i) = LTV(:, dates(i + 1)) > 1.05*LTV(:, dates(i)) & Hind(:, dates(i+1)) == Hind(:, dates(i)) & LTV(:, dates(i)) > 0 & H(:, dates(i)) > 0; +Na(:, i) = Hind(:, dates(i+1)) == Hind(:, dates(i)) & LTV(:, dates(i)) > 0 & H(:, dates(i)) > 0; + +Aa(:, i) = A(:, dates(i)); +Ha(:, i) = H(:, dates(i)); +LTVa(:, i) = LTV(:, dates(i)); +dLTVa(:, i) = LTV(:, dates(i + 1)) - LTV(:, dates(i)); + + +end + +AYa = Aa./Ya; +AWa = Aa./(Aa + (1 - LTVa).*Ha); +AWa(isnan(AWa)) = 0; + + +fextract = sum(Ra(:) > 0 & Na(:) > 0)/sum(Na(:) > 0); +medextract = median(dLTVa(Ra(:) > 0 & Na(:) > 0)./LTVa(Ra(:) > 0 & Na(:) > 0)); +meanextract = mean(dLTVa(Ra(:) > 0 & Na(:) > 0)./LTVa(Ra(:) > 0 & Na(:) > 0)); +meddLTV = median(dLTVa(Ra(:) > 0 & Na(:) > 0)); +meandLTV = mean(dLTVa(Ra(:) > 0 & Na(:) > 0)); + +AWrefimean = mean(AWa(Ra == 1 & Na == 1)); +AWinacmean = mean(AWa(Ra == 0 & Na == 1)); +AYrefimean = mean(AYa(Ra == 1 & Na == 1)); +AYinacmean = mean(AYa(Ra == 0 & Na == 1)); + + +AWrefimed = median(AWa(Ra == 1 & Na == 1)); +AWinacmed = median(AWa(Ra == 0 & Na == 1)); +AYrefimed = median(AYa(Ra == 1 & Na == 1)); +AYinacmed = median(AYa(Ra == 0 & Na == 1)); + + + + +LTV = LTV(:, 2:end); + + +moment_model = zeros(57, 1); + +moment_model(1) = mean(vec(H(:, 2 : end) > 0)); +moment_model(2) = mean(vec(W(:, 2 : end))) /mean(vec(Y))/4; +moment_model(3) = mean(vec(H(:, 2 : end))) /mean(vec(Y))/4; +moment_model(4) = mean(vec(Debt(:, 2 : end))) /mean(vec(Y))/4; +moment_model(5) = mean(vec(A(:, 2 : end))) /mean(vec(Y))/4; +moment_model(6) = median(vec(A(:, 2 : end))) /mean(vec(Y))/4; + +moment_model(7) = mean(A(H > 0)) /mean(vec(Y))/4; +moment_model(8) = median(A(H > 0)) /mean(vec(Y))/4; + +moment_model(9) = mean(vec(A(:,2:end) <= 0)); +moment_model(10) = mean(vec(A(:,2:end) <= 4/26*Y)); % HTM with liquid assets < 2 weeks +moment_model(11) = sum(vec(A(:,2:end) <= 0) & vec(H(:, 2:end) > 0))/sum(vec(H(:, 2:end) > 0)); +moment_model(12) = sum(vec(A(:,2:end) <= 4/26*Y) & vec(H(:, 2:end) > 0))/sum(vec(H(:, 2:end) > 0)); + +moment_model(13) = fextract; +moment_model(14) = mean(vec(Yh))/mean(vec(C)); +moment_model(15) = agewealthratio; + +moment_model(16) = fcurtail; +moment_model(17) = fsell; +moment_model(18) = fmortg; +moment_model(19) = medextract; +moment_model(20) = meddLTV; + + +moment_model(21 : 25) = prctile(vec(A(:, 2 : end)), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(26 : 30) = prctile(A(H == 0), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(31 : 35) = prctile(A(H > 0), [10; 25; 50; 75; 90])/mean(vec(Y))/4; + +hpgrowth = 0.00; + +moment_model(36 : 40) = prctile(LTV(LTV > 0)./(1 + hpgrowth).^(Age(LTV > 0) - 1), [10; 25; 50; 75; 90]); + + +moment_model(41 : 45) = prctile((1 - Th(H > 0).*O(H > 0)).*H(H > 0)./W(H > 0), [10; 25; 50; 75; 90]); +moment_model(46 : 50) = prctile(vec(W(:,2:end)), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(51 : 55) = prctile(PTI, [10; 25; 50; 75; 90]); +moment_model(56 : 60) = prctile(HY(HY > 0), [10; 25; 50; 75; 90]); +moment_model(61 : 65) = prctile(Age(Age >=0 & LTV > 0), [10; 25; 50; 75; 90]); + +moment_model(66) = AWrefimean; +moment_model(67) = AWinacmean; +moment_model(68) = AYrefimean; +moment_model(69) = AYinacmean; +moment_model(70) = AWrefimed; +moment_model(71) = AWinacmed; +moment_model(72) = AYrefimed; +moment_model(73) = AYinacmed; + + +moment_data = [0.64; 1.45; 1.82; 0.83; 0.46; 0.07; 0.53; 0.15; 0.26; 0.41; 0.20; 0.32; 0.15; 0.23; 2.00; 0.21; 0.044; 0.71; 0.24; 0.11; + -0.04; 0; 0.07; 0.48; 1.50; -0.05; 0; 0.01; 0.15; 1; -0.04; 0.01; 0.15; 0.68; 1.69; + 0.18; 0.39; 0.62; 0.77; 0.88; 0.36; 0.64; 0.87; 0.99; 1.04; 0; 0.04; 0.73; 2.34; 3.94; + 0.05; 0.08; 0.11; 0.17; 0.24; 1.02; 1.62; 2.48; 3.78; 6.43; 0; 1; 3; 6; 10; + 0.09; 0.21; 0.34; 1.39; 0.04; 0.16; 0.03; 0.18]; + + +if printr +fprintf('\n') +fprintf('Left Column: Model, Right Column: Data\n') +fprintf('\n') +fprintf('Table 2, A. Moments Used in Calibration \n') + +fprintf('\n') +fprintf('fraction homeowners = %9.2f %9.2f\n', [moment_model(1), moment_data(1)]); +fprintf('mean wealth = %9.2f %9.2f\n', [moment_model(2), moment_data(2)]); +fprintf('mean housing to income = %9.2f %9.2f\n', [moment_model(3), moment_data(3)]); +fprintf('mean mortgage debt to income = %9.2f %9.2f\n', [moment_model(4), moment_data(4)]); + +fprintf('\n') +fprintf('fraction borrowers who extract = %9.2f %9.2f\n', [round(moment_model(13)/2*100)/100, round(moment_data(13)/2*100)/100]); + +fprintf('\n') + +fprintf('mean liquid assets = %9.2f %9.2f\n', [moment_model(5), moment_data(5)]); +fprintf('median liquid assets = %9.2f %9.2f\n', [moment_model(6), moment_data(6)]); +fprintf('mean liquid assets homeowners = %9.2f %9.2f\n', [moment_model(7), moment_data(7)]); +fprintf('median liquid assets homeowners = %9.2f %9.2f\n', [moment_model(8), moment_data(8)]); + +fprintf('\n') +%fprintf('Fraction HTM (A <= 0) = %9.2f %9.2f\n', [moment_model(9), moment_data(9)]); +fprintf('fraction hand-to-mouth = %9.2f %9.2f\n', [moment_model(10), moment_data(10)]); +%fprintf('Fraction HTM (A <= 0) Owners = %9.2f %9.2f\n', [moment_model(11), moment_data(11)]); +fprintf('fraction hand-to-mouth homeowners = %9.2f %9.2f\n', [moment_model(12), moment_data(12)]); +fprintf('90th pct liquid assets homeowners = %9.2f %9.2f\n', [moment_model(35), moment_data(35)]); +fprintf('mean wealth retirees to workers = %9.2f %9.2f\n', [moment_model(15), moment_data(15)]); + +fprintf('\n') + +fprintf('home production to consumption = %9.2f %9.2f\n', [moment_model(14), moment_data(14)]); +fprintf('\n') +fprintf('\n') +fprintf('Table 3 \n') + +fprintf('\n') + +fprintf('A. Liquid Assets, All \n') +fprintf('\n') +fprintf('10th pctile = %9.2f %9.2f\n', [moment_model(21), moment_data(21)]); +fprintf('25th pctile = %9.2f %9.2f\n', [moment_model(22), moment_data(22)]); +fprintf('50th pctile = %9.2f %9.2f\n', [moment_model(23), moment_data(23)]); +fprintf('75th pctile = %9.2f %9.2f\n', [moment_model(24), moment_data(24)]); +fprintf('90th pctile = %9.2f %9.2f\n', [moment_model(25), moment_data(25)]); +fprintf('\n') +fprintf('B. Liquid Assets, Homeowners \n') +%fprintf('\n') +%fprintf('10 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(26), moment_data(26)]); +%fprintf('25 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(27), moment_data(27)]); +%fprintf('50 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(28), moment_data(28)]); +%fprintf('75 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(29), moment_data(29)]); +%fprintf('90 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(30), moment_data(30)]); +fprintf('\n') +fprintf('10th pctile = %9.2f %9.2f\n', [moment_model(31), moment_data(31)]); +fprintf('25th pctile = %9.2f %9.2f\n', [moment_model(32), moment_data(32)]); +fprintf('50th pctile = %9.2f %9.2f\n', [moment_model(33), moment_data(33)]); +fprintf('75th pctile = %9.2f %9.2f\n', [moment_model(34), moment_data(34)]); +fprintf('90th pctile = %9.2f %9.2f\n', [moment_model(35), moment_data(35)]); +fprintf('\n') +fprintf('C. Wealth \n') +fprintf('\n') +fprintf('10th pctile = %9.2f %9.2f\n', [moment_model(46), moment_data(46)]); +fprintf('25th pctile = %9.2f %9.2f\n', [moment_model(47), moment_data(47)]); +fprintf('50th pctile = %9.2f %9.2f\n', [moment_model(48), moment_data(48)]); +fprintf('75th pctile = %9.2f %9.2f\n', [moment_model(49), moment_data(49)]); +fprintf('90th pctile = %9.2f %9.2f\n', [moment_model(50), moment_data(50)]); +fprintf('\n') +fprintf('D. Share Home Equity, Homeowners \n') +fprintf('\n') +fprintf('10th pctile = %9.2f %9.2f\n', [moment_model(41), moment_data(41)]); +fprintf('25th pctile = %9.2f %9.2f\n', [moment_model(42), moment_data(42)]); +fprintf('50th pctile = %9.2f %9.2f\n', [moment_model(43), moment_data(43)]); +fprintf('75th pctile = %9.2f %9.2f\n', [moment_model(44), moment_data(44)]); +fprintf('90th pctile = %9.2f %9.2f\n', [moment_model(45), moment_data(45)]); +fprintf('\n') +fprintf('E. LTV, Borrowers \n') +fprintf('\n') +fprintf('10th pctile = %9.2f %9.2f\n', [moment_model(36), moment_data(36)]); +fprintf('25th pctile = %9.2f %9.2f\n', [moment_model(37), moment_data(37)]); +fprintf('50th pctile = %9.2f %9.2f\n', [moment_model(38), moment_data(38)]); +fprintf('75th pctile = %9.2f %9.2f\n', [moment_model(39), moment_data(39)]); +fprintf('90th pctile = %9.2f %9.2f\n', [moment_model(40), moment_data(40)]); +fprintf('\n') +fprintf('F. PTI, Borrowers \n') +fprintf('\n') +fprintf('10th pctile = %9.2f %9.2f\n', [moment_model(51), moment_data(51)]); +fprintf('25th pctile = %9.2f %9.2f\n', [moment_model(52), moment_data(52)]); +fprintf('50th pctile = %9.2f %9.2f\n', [moment_model(53), moment_data(53)]); +fprintf('75th pctile = %9.2f %9.2f\n', [moment_model(54), moment_data(54)]); +fprintf('90th pctile = %9.2f %9.2f\n', [moment_model(55), moment_data(55)]); +fprintf('\n') +fprintf('G. Housing Value to Income Ratio \n') +fprintf('\n') +fprintf('10th pctile = %9.2f %9.2f\n', [moment_model(56), moment_data(56)]); +fprintf('25th pctile = %9.2f %9.2f\n', [moment_model(57), moment_data(57)]); +fprintf('50th pctile = %9.2f %9.2f\n', [moment_model(58), moment_data(58)]); +fprintf('75th pctile = %9.2f %9.2f\n', [moment_model(59), moment_data(59)]); +fprintf('90th pctile = %9.2f %9.2f\n', [moment_model(60), moment_data(60)]); +fprintf('\n') +fprintf('H. Mortgage Age, Years \n') +fprintf('\n') +fprintf('10th pctile = %9.0f %9.0f\n', [moment_model(61), moment_data(61)]); +fprintf('25th pctile = %9.0f %9.0f\n', [moment_model(62), moment_data(62)]); +fprintf('50th pctile = %9.0f %9.0f\n', [moment_model(63), moment_data(63)]); +fprintf('75th pctile = %9.0f %9.0f\n', [moment_model(64), moment_data(64)]); +fprintf('90th pctile = %9.0f %9.0f\n', [moment_model(65), moment_data(65)]); +fprintf('\n') +fprintf('\n') +fprintf('Table 4 \n') +fprintf('\n') + +fprintf('A. Mortgage Debt Management \n') +fprintf('\n') + +fprintf('fraction ahead on payments = %9.2f %9.2f\n', [moment_model(16), moment_data(16)]); +fprintf('median growth in balance when extract = %9.2f %9.2f\n', [moment_model(19), moment_data(19)]); +fprintf('median change in LTV when extract = %9.2f %9.2f\n', [moment_model(20), moment_data(20)]); +fprintf('\n') + +fprintf('B. Characteristics of Borrowers who Refinance \n') +fprintf('\n') +%fprintf('Fraction of Homeowners who sell = %9.2f %9.2f\n', [moment_model(17), moment_data(17)]); +%fprintf('Fraction of Homeowners with mortgage = %9.2f %9.2f\n', [moment_model(18), moment_data(18)]); + +fprintf('mean liquid assets to wealth: extractors = %9.2f %9.2f\n', [moment_model(66), moment_data(66)]); +fprintf('mean liquid assets to wealth: non-extractors = %9.2f %9.2f\n', [moment_model(67), moment_data(67)]); +%fprintf(' Mean Liquid Assets to Income: Refi = %9.2f %9.2f\n', [moment_model(68), moment_data(68)]); +%fprintf(' Mean Liquid Assets to Income: Dont = %9.2f %9.2f\n', [moment_model(69), moment_data(69)]); +fprintf('\n') +fprintf('median liquid assets to wealth: extractors = %9.2f %9.2f\n', [moment_model(70), moment_data(70)]); +fprintf('median liquid assets to wealth: non-extractors = %9.2f %9.2f\n', [moment_model(71), moment_data(71)]); +%fprintf('Median Liquid Assets to Income: Refi = %9.2f %9.2f\n', [moment_model(72), moment_data(72)]); +%fprintf('Median Liquid Assets to Income: Dont = %9.2f %9.2f\n', [moment_model(73), moment_data(73)]); + +% Calculate life time value + +Hs = H(:, 2 : p.T + 1).*(H(:, 2 : p.T + 1) > 0) + (p.R/p.alpha)^(-1/p.sigma)*C.*(H(:, 2 : p.T + 1) == 0); + +U = C.^(1 - p.sigma)/(1 - p.sigma) + p.alpha*Hs.^(1 - p.sigma)/(1 - p.sigma) - p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*C.^(-p.sigma*(1 + 1/p.gamma)); + +rl = 1./(1 + exp(-p.r1*(A(:,p.T+1) - p.r2)))*(p.rh - p.rl) + p.rl; + +V = sum(p.beta.^(0 : 1 : p.T - 1).*U, 2) + p.beta^p.T*p.B*(p.wbar + (1 + p.rl)*A(:,p.T+1) + (1 - p.Fs - (1 + p.rm)*O(:,p.T+1).*Th(:,p.T+1)).*H(:,p.T+1)).^(1 - p.sigma)/(1 - p.sigma); + +V = ((1 - p.sigma)*(1 - p.beta)/(1 - p.beta^p.T)*mean(V))^(1/(1 - p.sigma)); + +%fprintf('\n') +%fprintf('Life Time Value, CEV = %9.4f \n', V); + +end + +weights = zeros(numel(moment_data), 1); + +weights(1) = 10; +weights(2 : 8) = 1; +weights(5 : 6) = 10; % mean/median liquid assets +weights(10) = 1; +weights(12) = 1; +weights(13) = 20; +weights(14:15) = 1; +weights(35) = 1; + + +weights = weights/sum(weights); + +err_mom = (moment_model - moment_data)./(1 + moment_data); +err_mom = (weights'*err_mom.^2).^(1/2); + +% if exist('x', 'var') +% +% fprintf('%5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f \n', [x(:)', err_mom]); +% +% else +% +% fprintf('\n'); +% fprintf('value of objective = %5.6f \n', err_mom); +% fprintf('\n'); +% +% end + + + +if 1 % plot life-cycle facts + + Hage = zeros(12, 1); + Wage = zeros(12, 1); + Yage = zeros(12, 1); + Dage = zeros(12, 1); + Hown = zeros(12, 1); + + for i = 1 : 12 + + Hage(i) = mean(vec(H(:, 1 + (i - 1)*20 + 1 : i*20))); % end of period + Wage(i) = mean(vec(W(:, 1 + (i - 1)*20 + 1 : i*20))); + Yage(i) = mean(vec(Y(:, (i - 1)*20 + 1 : i*20)))*4; + Dage(i) = mean(vec(Debt(:, 1 + (i - 1)*20 + 1 : i*20))); + Hown(i) = mean(vec(H(:, 1 + (i - 1)*20 + 1 : i*20)) > 0); % end of period + + end + + Hagedata = [1.1087; 1.4087; 1.4763; 1.9266; 2.0235; 2.4097; 2.4357; 2.1536; 2.1235; 2.2089; 1.9586; 1.6400]; + Wagedata = [0.6662; 0.8185; 0.8671; 1.2850; 1.4026; 1.7998; 2.0514; 2.1628; 2.2489; 2.6734; 2.6458; 2.4242]; + Dagedata = [0.7153; 0.9609; 0.9500; 1.0210; 1.0908; 1.0429; 0.8714; 0.6650; 0.5929; 0.2739; 0.1116; 0.1019]; + Yagedata = [0.9588; 0.9789; 1.0230; 1.0682; 1.0930; 1.2830; 1.0935; 0.9195; 0.9010; 0.6512; 0.6091; 0.7702]; + Howndata = [0.4356; 0.5431; 0.5885; 0.6722; 0.7182; 0.7263; 0.7440; 0.7515; 0.7414; 0.7682; 0.7021; 0.5275]; + + Aage = Wage - (Hage - Dage); + Aagedata = Wagedata - (Hagedata - Dagedata); + + close all + + figure(1) + + set(gcf,'DefaultLineLineWidth', 3); + subplot(2,2,1); + plot((27.5:5:82.5)', [Yagedata/mean(Yagedata), Yage/mean(Yage)]); + set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) + set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') + xlabel('age', 'Interpreter','latex'); + title('A. Income', 'Interpreter','latex'); + xlim([25, 85]); + + subplot(2,2,2); + plot((27.5:5:82.5)', [Wagedata./Yagedata, Wage./Yage]); + set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) + set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') + xlabel('age', 'Interpreter','latex'); + title('B. Wealth to Income', 'Interpreter','latex'); + xlim([25, 85]); + + subplot(2,2,3); + plot((27.5:5:82.5)', [Hagedata./Yagedata, Hage./Yage]); + set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) + set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') + xlabel('age', 'Interpreter','latex'); + title('C. Housing to Income', 'Interpreter','latex'); + xlim([25, 85]); + + subplot(2,2,4); + plot((27.5:5:82.5)', [(Hagedata - Dagedata)./Yagedata, (Hage - Dage)./Yage]); + set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) + set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') + xlabel('age', 'Interpreter','latex'); + title('D. Housing Wealth to Income', 'Interpreter','latex'); + xlim([25, 85]); + + figure(2) + + set(gcf,'DefaultLineLineWidth', 3); + subplot(2,2,1); + plot((27.5:5:82.5)', [Howndata, Hown]); + set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) + set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') + xlabel('age', 'Interpreter','latex'); + title('Homeownership Rate', 'Interpreter','latex'); + xlim([25, 85]); + + +end + + +% Compute cross-section statistics by age and income + +%{ +% age < 45: (time <= 79) + +date = 1 : 79; + +own = H(:, date + 1) > 0; % homeowner status at end of period + +sel = Y(:, date) < prctile(vec(Y(:, date)), 100/3); +h11 = mean(own(sel)); + +sel = Y(:, date) < prctile(vec(Y(:, date)), 200/3) & Y(:, date) >= prctile(vec(Y(:, date)), 100/3); +h12 = mean(own(sel)); + +sel = Y(:, date) >= prctile(vec(Y(:, date)), 200/3); +h13 = mean(own(sel)); + + +% age >= 45 & age < 65 (time >= 80 & time <= 159) + +date = 80 : 159; + +own = H(:, date + 1) > 0; % homeowner status at end of period + +sel = Y(:, date) < prctile(vec(Y(:, date)), 100/3); +h21 = mean(own(sel)); + +sel = Y(:, date) < prctile(vec(Y(:, date)), 200/3) & Y(:, date) >= prctile(vec(Y(:, date)), 100/3); +h22 = mean(own(sel)); + +sel = Y(:, date) >= prctile(vec(Y(:, date)), 200/3); +h23 = mean(own(sel)); + + +% age >= 65 (time >= 160 & time <=244) + +date = 160 : 244; + +own = H(:, date + 1) > 0; % homeowner status at end of period + +sel = Y(:, date) < prctile(vec(Y(:, date)), 100/3); +h31 = mean(own(sel)); + +sel = Y(:, date) < prctile(vec(Y(:, date)), 200/3) & Y(:, date) >= prctile(vec(Y(:, date)), 100/3); +h32 = mean(own(sel)); + +sel = Y(:, date) >= prctile(vec(Y(:, date)), 200/3); +h33 = mean(own(sel)); + +%} + +% unconditionally, by income + +date = 1 : 244; + +own = H(:, date + 1) > 0; % homeowner status at end of period + +sel = Y(:, date) < prctile(vec(Y(:, date)), 100/3); +h1 = mean(own(sel)); + +sel = Y(:, date) < prctile(vec(Y(:, date)), 200/3) & Y(:, date) >= prctile(vec(Y(:, date)), 100/3); +h2 = mean(own(sel)); + +sel = Y(:, date) >= prctile(vec(Y(:, date)), 200/3); +h3 = mean(own(sel)); + + +hydata = [0.5020837; 0.6760808; 0.7466637]; + +figure(2) + +subplot(1, 2, 1); +set(gcf,'DefaultLineLineWidth', 3); + +bar([1; 2; 3], [hydata, [h1; h2; h3]]) + +set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) +set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') +xlabel('income', 'Interpreter','latex'); +title('Homeownership Rate', 'Interpreter','latex'); + + +% Unconditionally, by age + +% age < 45: (time <= 79) + +date = 1 : 79; + +own = H(:, date + 1) > 0; % homeowner status at end of period + +h1 = mean(own(:)); + + +% age >= 45 & age < 65 (time >= 80 & time <= 159) + +date = 80 : 159; + +own = H(:, date + 1) > 0; % homeowner status at end of period + +h2 = mean(own(:)); + + +% age >= 65 (time >= 160 & time <=244) + +date = 160 : 244; + +own = H(:, date + 1) > 0; % homeowner status at end of period + +h3 = mean(own(:)); + + +data = [0.38252 + 0.621366 + 0.669653 + 0.57441 + 0.766506 + 0.829845 + 0.601172 + 0.746819 + 0.775795]; + +hadata = [mean(data(1:3)); mean(data(4:6)); mean(data(7:9))]; + +subplot(1, 2, 2); +set(gcf,'DefaultLineLineWidth', 3); + +bar([1; 2; 3], [hadata, [h1; h2; h3]]) + +set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) +set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') +xlabel('age', 'Interpreter','latex'); +title('Homeownership Rate', 'Interpreter','latex'); diff --git a/42/replication_package/model_replication/Main nu 10/simulate_ganong.m b/42/replication_package/model_replication/Main nu 10/simulate_ganong.m new file mode 100644 index 0000000000000000000000000000000000000000..52b7f01d9d6e69491f703341eb5bd04e985ab258 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 10/simulate_ganong.m @@ -0,0 +1,604 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 5; + +% Without intervention + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:, 1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:, 1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); +Rt = zeros(S, 1); +MPRt = zeros(S, 1); % Beraja-Hurst propensity to refinance: amount of newly refinanced mortgages / outstanding stock of all existing mortgages +Emt = zeros(S, 1); % median equity (1 - LTV) for borrowers + + + +for time = 1 : S + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + Rt(time) = mean(vec(Dsim(:, :, time) == 4 & Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0))/mean(vec(Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0)); + +end + + +% With intervention + +start_new; + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = zeros(2*N, T, S); + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +Rcsim = zeros(2*N, T, S + 1); + +Rcsim(:, :, 1 : 2) = 1; + +Ocsim(:, :, 2) = Osim(:,:,2); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + + rent = Hcsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time), Rcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + rind = state(:, 5); % made this state variable an index (1, 2), or else doesn't respect monotonicity + + ntemp = numel(find(~rent)); + + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind, rind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + inactive = Dcsim(:, initage, time) == 5; + + Rcsim(:, initage, time + 1) = Rcsim(:, initage, time).*inactive + p.nr.*(1 - inactive); + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nr, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), Rcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Yct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); +Rct = zeros(S, 1); + +for time = 1 : S + + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)).*Hcsim(:, :, time))); + Rct(time) = mean(vec(Dcsim(:, :, time) == 4 & Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0))/mean(vec(Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0)); + +end + + + + +% Next, simulate Ganong-Noel Experiment + + +Agsim = Asim; +Ogsim = Osim; +Thgsim = Thsim; +Hgsim = Hsim; + +Cgsim = Csim; +Lgsim = Lsim; +Dgsim = Dsim; + +Vgsim = zeros(2*N, T, S); + +Pallgsim = Pallsim; +Vallgsim = Vallsim; + +Rgsim = zeros(2*N, T, S + 1); + +Rgsim(:, :, 1 : 2) = 1; + +time = 2; + +%Thgsim(:, :, time) = Thsim(:, :, time); +%Ogsim(:, :, time) = min(Osim(:, :, time) + 0.056978./Thsim(:, :, time), 1).*(Hsim(:, :, time) > 0 & Osim(:, :, time) > 0 & Thsim(:, :, time) > 0); % only for borrowers % make change a fixed fraction of value of their homes + +% Select these if want to introduce liquidity injection after interest rate change + +if experiment == 1 + + Thgsim(:, :, time) = Thsim(:, :, time).*(Thsim(:, :,time) > 0 & Hsim(:,:,time) > 0) + p.tgrid(end).*(Thsim(:, :,time) == 0 & Hsim(:,:,time) > 0); + Ogsim(:, :, time) = min(Osim(:, :, time) + 0.01/(1 + p.rm0)./Thgsim(:, :, time), 1).*(Hsim(:, :, time) > 0); % make change a fixed fraction of value of their homes + +end + +Transfer = (1 + p.rm0)*(Ogsim(:, :, time).*Thgsim(:, :, time) - Osim(:, :, time).*Thsim(:, :, time)).*Hsim(:, :, time); + +RHS = (1 + interest(Asim(:, :, time), p)).*Asim(:, :, time) + Transfer; + +data = [RHS(:)./(1 + p.rh), RHS(:)./(1 + p.rl)]; + + +Agsim(:, :, time) = reshape(bisect('findtransfer', min(data, [], 2) - 0.1, max(data, [], 2) + 0.1, RHS(:), p), 2*N, T); + + +% Only comment out if GN payment and principal reduction + +%Ogsim(:, :, time) = Osim(:, :, time); +%Thgsim(:, :, time) = Thsim(:, :, time); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + + rent = Hgsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Agsim(rent, initage, time), p)).*Agsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vgsim(rent, initage, time), Pallgsim(rent, 1 : 3, initage, time), Vallgsim(rent, 1 : 3, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallgsim(rent, 1 : 3, initage, time), 2)]; + + + Dgsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dgsim(rent, initage, time)); + + Lgsim(rent, initage, time) = Lall(ind); + Ogsim(rent, initage, time + 1) = Oall(ind); + Thgsim(rent, initage, time + 1) = Thall(ind); + Hgsim(rent, initage, time + 1) = Hall(ind); + + + % Homeowners + + Attemp = (1 + interest(Agsim(~rent, initage, time), p)).*Agsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hgsim(~rent, initage, time); + + state = [Attemp, Ogsim(~rent, initage, time), Thgsim(~rent, initage, time), Hgsim(~rent, initage, time), Rgsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + rind = state(:, 5); % made this state variable an index (1, 2), or else doesn't respect monotonicity + + ntemp = numel(find(~rent)); + + + [Lall, Oall, Thall, Hall, Vgsim(~rent, initage, time), Pallgsim(~rent, :, initage, time), Vallgsim(~rent, :, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind, rind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallgsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dgsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dgsim(~rent, initage, time)); + + Lgsim(~rent, initage, time) = Lall(ind); + Ogsim(~rent, initage, time + 1) = Oall(ind); + Thgsim(~rent, initage, time + 1) = Thall(ind); + Hgsim(~rent, initage, time + 1) = Hall(ind); + + + inactive = Dgsim(:, initage, time) == 5; + + Rgsim(:, initage, time + 1) = Rgsim(:, initage, time).*inactive + p.nr.*(1 - inactive); + + + % Find consumption + + rent = Hgsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nr, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lgsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lgsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Cgsim(rent, initage, time) = max(min(Crint(Lgsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Agsim(rent, initage, time + 1)] = savings(Cgsim(rent, initage, time), Lgsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lgsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lgsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Cgsim(~rent, initage, time) = max(min(Chint(Lgsim(~rent, initage, time), Ogsim(~rent,initage, time + 1), Thgsim(~rent,initage, time + 1), Hgsim(~rent,initage, time + 1), Rgsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Agsim(~rent, initage, time + 1)] = savings(Cgsim(~rent, initage, time), Lgsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + if age == T + + Agsim(:, initage, time + 1) = 0; + Ogsim(:, initage, time + 1) = 0; + Thgsim(:, initage, time + 1) = 0; + Hgsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cgt = zeros(S, 1); +Ygt = zeros(S, 1); +Agt = zeros(S, 1); +Hgt = zeros(S, 1); +Dgt = zeros(S, 1); +Rgt = zeros(S, 1); + + +for time = 1 : S + + Cgt(time) = mean(vec(Cgsim(:, :, time))); + Hgt(time) = mean(vec(Hgsim(:, :, time))); + Agt(time) = mean(vec(Agsim(:, :, time))); + Dgt(time) = mean(vec(Ogsim(:, :, time).*Thgsim(:, :, time).*p.Pgrid(Rgsim(:,:,time)).*Hgsim(:, :, time))); + Rgt(time) = mean(vec(Dgsim(:, :, time) == 4 & Hgsim(:, :, time) > 0 & Ogsim(:, :, time).*Thgsim(:, :, time) > 0))/mean(vec(Hgsim(:, :, time) > 0 & Ogsim(:, :, time).*Thgsim(:, :, time) > 0)); + +end + +Vnew = reshape(Vgsim(:, :, 2), 2*N*T, 1); +Vold = reshape(Vcsim(:, :, 2), 2*N*T, 1); +UCold = reshape(Ccsim(:, :, 2).^(- p.sigma), 2*N*T, 1); +Tran = reshape(Transfer, 2*N*T, 1); + +ind = Tran > 0; + +gains = max(min((Vnew(ind) - Vold(ind))./Transfer(ind)./UCold(ind), 1), 0); % small fraction due to interpolation error + + +PTI = p.mbar0*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + +LTV = Osim(:, :, time).*Thsim(:, :, time)/dP; + +sel = LTV > 0.95; +sel = sel(ind); + +if 0 % annual MPC + +MPC = (Cgsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 2).^(-p.sigma/p.gamma) - (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma))) + ... + (Cgsim(:, :, 3) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 3).^(-p.sigma/p.gamma) - (Ccsim(:, :, 3) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 3).^(-p.sigma/p.gamma))) + ... + (Cgsim(:, :, 4) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 4).^(-p.sigma/p.gamma) - (Ccsim(:, :, 4) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 4).^(-p.sigma/p.gamma))) + ... + (Cgsim(:, :, 5) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 5).^(-p.sigma/p.gamma) - (Ccsim(:, :, 5) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 5).^(-p.sigma/p.gamma))); + +MPC = reshape(MPC, 2*N*T, 1); + +MPC = MPC(ind)./Tran(ind); + +else % quarterly MPC + +MPC = (Cgsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 2).^(-p.sigma/p.gamma) - (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma))); + +MPC = reshape(MPC, 2*N*T, 1); + +MPC = MPC(ind)./Tran(ind); + + +end + +fprintf('\n') + +fprintf('Fraction who benefit = %9.2f %9.2f\n', [mean(gains > 0), sum(gains > 0 & sel)/sum(sel)]); +fprintf('\n') + +fprintf('Willingness to pay, mean = %9.2f %9.2f\n', [mean(gains(gains > 0)), mean(gains(gains > 0 & sel)) ]); +fprintf('Willingness to pay, 10th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 10), prctile(gains(gains > 0 & sel), 10) ]); +fprintf('Willingness to pay, 25th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 25), prctile(gains(gains > 0 & sel), 25) ]); +fprintf('Willingness to pay, 50th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 50), prctile(gains(gains > 0 & sel), 50) ]); +fprintf('Willingness to pay, 75th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 75), prctile(gains(gains > 0 & sel), 75) ]); +fprintf('Willingness to pay, 90th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 90), prctile(gains(gains > 0 & sel), 90) ]); +fprintf('\n') + + +fprintf('Fraction consumed, mean = %9.2f %9.2f\n', [mean(MPC(gains > 0)), mean(MPC(gains > 0 & sel)), ]); +fprintf('Fraction consumed, 10th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 10), prctile(MPC(gains > 0 & sel), 10)]); +fprintf('Fraction consumed, 25th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 25), prctile(MPC(gains > 0 & sel), 25)]); +fprintf('Fraction consumed, 50th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 50), prctile(MPC(gains > 0 & sel), 50)]); +fprintf('Fraction consumed, 75th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 75), prctile(MPC(gains > 0 & sel), 75)]); +fprintf('Fraction consumed, 90th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 90), prctile(MPC(gains > 0 & sel), 90)]); diff --git a/42/replication_package/model_replication/Main nu 10/simulate_liquidity.m b/42/replication_package/model_replication/Main nu 10/simulate_liquidity.m new file mode 100644 index 0000000000000000000000000000000000000000..986c56d655545d1a797459cda01ff0355d5ef020 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 10/simulate_liquidity.m @@ -0,0 +1,540 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 5; + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); +Deltasim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); + + +% find out who is constrained in period 2 + + +for time = 1 : S + + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + +end + + +% Next Study Liquidity Injection: raise everyone's omega by 1% and increase A by the corresponding amount + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = Vsim; + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +time = 2; + +Thcsim(:, :, time) = Thsim(:, :, time).*(Thsim(:, :,time) > 0 & Hsim(:,:,time) > 0) + p.tgrid(end).*(Thsim(:, :,time) == 0 & Hsim(:,:,time) > 0); + +Ocsim(:, :, time) = min(Osim(:, :, time) + 0.01/(1 + p.rm)./Thcsim(:, :, time), 1).*(Hsim(:, :, time) > 0); + + +Transfer = (1 + p.rm)*(Ocsim(:, :, time).*Thcsim(:, :, time) - Osim(:, :, time).*Thsim(:, :, time)).*Hsim(:, :, time); + +RHS = (1 + interest(Asim(:, :, time), p)).*Asim(:, :, time) + Transfer; + +data = [RHS(:)./(1 + p.rh), RHS(:)./(1 + p.rl)]; + + +Acsim(:, :, time) = reshape(bisect('findtransfer', min(data, [], 2) - 0.1, max(data, [], 2)+0.1, RHS(:), p), 2*N, T); + + +%Ocsim(:, :, time) = Osim(:, :, time); +%Thcsim(:, :, time) = Thsim(:, :, time); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + % Renters + + rent = Hcsim(:, initage, time) == 0; + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); + + +for time = 1 : S + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*Hcsim(:, :, time))); + +end + + +MPCt = (Cct - Ct)/mean(vec(Transfer)); + + +% Ask: how many homeowners (in period time = 2) benefit, so Vcsim(:, :, time) > Vsim(:, :, time) and what do + +% 1. Fraction of homeowners who benefit + +% 2. Distribution of welfare gains + +Vnew = reshape(Vcsim(:, :, 2), 2*N*T, 1); +Vold = reshape(Vsim(:, :, 2), 2*N*T, 1); +UCold = reshape(Csim(:, :, 2).^(- p.sigma), 2*N*T, 1); +Transfer = reshape(Transfer, 2*N*T, 1); + +PTI = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + +ind = Transfer > 0; + +gains = max(min((Vnew(ind) - Vold(ind))./Transfer(ind)./UCold(ind), 1), 0); % small fraction due to interpolation error + +htm = PTI >=0.17; +htm = reshape(htm, 2*N*T, 1); + +htm = htm(ind); + +fbenefit = mean(gains > 0); + +MPC = (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma) - (Csim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Csim(:, :, 2).^(-p.sigma/p.gamma))); +MPC = reshape(MPC, 2*N*T, 1); + +MPC = MPC(ind)./Transfer(ind); + +clc + +fprintf('Table 6\n') +fprintf('\n') +fprintf('A. Value of Liquidity\n') +fprintf('\n') +fprintf('Fraction better off = %9.2f \n', fbenefit); +fprintf('\n') +fprintf('Willingness to pay\n'); +fprintf('\n') +fprintf('mean = %9.2f \n', mean(gains(gains > 0))); +fprintf('10th pctile = %9.2f \n', prctile(gains(gains > 0), 10)); +fprintf('25th pctile = %9.2f \n', prctile(gains(gains > 0), 25)); +fprintf('50th pctile = %9.2f \n', prctile(gains(gains > 0), 50)); +fprintf('75th pctile = %9.2f \n', prctile(gains(gains > 0), 75)); +fprintf('90th pctile = %9.2f \n', prctile(gains(gains > 0), 90)); +fprintf('\n') +fprintf('\n') +fprintf('B. Fraction Consumed \n') + +fprintf('\n') + +fprintf('mean = %9.2f \n', mean(MPC(gains > 0))); +fprintf('10th pctile = %9.2f \n', prctile(MPC(gains > 0), 10)); +fprintf('25th pctile = %9.2f \n', prctile(MPC(gains > 0), 25)); +fprintf('50th pctile = %9.2f \n', prctile(MPC(gains > 0), 50)); +fprintf('75th pctile = %9.2f \n', prctile(MPC(gains > 0), 75)); +fprintf('90th pctile = %9.2f \n', prctile(MPC(gains > 0), 90)); + + +% plot value of liquidity as a function of various characteristics + +% 1. Loan to Value + +ltv = Thsim(:, :, 2).*Osim(:,:,2); +lasst = Asim(:, :, 2)./(Asim(:,:,2) + (1 - Thsim(:, :, 2).*Osim(:, :, 2)).*Hsim(:,:,2)); % liquid assets to wealth +logy = log(Ysim(:, :, 2)); % log income +pti = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + + +ltv = ltv(ind); +lasst = lasst(ind); +logy = logy(ind); +pti = pti(ind); + +prefi = squeeze(Pallsim(:, 4, :, time)); +prefi = prefi(ind); + +xx = [ltv, pti, lasst, logy]; +yy = gains; + +figure(5) +subplot(2, 2, 1) + +[xxmed, yymed] = binned_plot(xx(:,1), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, 0, 0.9); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); + +hold on; + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('loan-to-value ratio','Interpreter','latex'); +ylabel('value of liquidity','Interpreter','latex'); +title('A. LTV','Interpreter','latex'); +box on + + +subplot(2, 2, 2) + +[xxmed, yymed] = binned_plot(xx(:,2), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, 0, 0.3); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('payment to income ratio','Interpreter','latex'); +title('B. PTI','Interpreter','latex'); +box on + + + +subplot(2, 2, 3) + +[xxmed, yymed] = binned_plot(xx(:,3), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, xxmed(1), xxmed(end)); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('liquid assets to wealth','Interpreter','latex'); +ylabel('value of liquidity','Interpreter','latex'); +title('C. Liquid Assets to Wealth','Interpreter','latex'); +box on + + +subplot(2, 2, 4) + +[xxmed, yymed] = binned_plot(xx(:,4), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, xxmed(1), xxmed(end)); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('log income','Interpreter','latex'); +title('D. Income','Interpreter','latex'); +box on diff --git a/42/replication_package/model_replication/Main nu 10/simulate_new.m b/42/replication_package/model_replication/Main nu 10/simulate_new.m new file mode 100644 index 0000000000000000000000000000000000000000..bc97bd94237346f1bed2e2e6452dd5ee8b94666c --- /dev/null +++ b/42/replication_package/model_replication/Main nu 10/simulate_new.m @@ -0,0 +1,509 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 5; + +% Without intervention + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:, 1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:, 1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); +Rt = zeros(S, 1); +MPRt = zeros(S, 1); % Beraja-Hurst propensity to refinance: amount of newly refinanced mortgages / outstanding stock of all existing mortgages +Emt = zeros(S, 1); % median equity (1 - LTV) for borrowers + + + +for time = 1 : S + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + Rt(time) = mean(vec(Dsim(:, :, time) == 4 & Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0))/mean(vec(Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0)); + + MPRt(time) = sum(vec((Dsim(:,:, time) == 4).*Osim(:, :, time + 1).*Thsim(:, :, time + 1).*Hsim(:, :, time + 1)))/... + sum(vec( Osim(:, :, time ).*Thsim(:, :, time ).*Hsim(:, :, time ))); + + LTV = vec(Osim(:, :, time).*Thsim(:, :, time)); + + Emt(time) = 1 - median(LTV(LTV > 0)); + +end + + +% With intervention + +start_new; + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = zeros(2*N, T, S); + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +Rcsim = zeros(2*N, T, S + 1); + +Rcsim(:, :, 1 : 2) = 1; + +Ocsim(:, :, 2) = Osim(:,:,2); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + + rent = Hcsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time), Rcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + rind = state(:, 5); % made this state variable an index (1, 2), or else doesn't respect monotonicity + + ntemp = numel(find(~rent)); + + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind, rind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + inactive = Dcsim(:, initage, time) == 5; + + Rcsim(:, initage, time + 1) = Rcsim(:, initage, time).*inactive + p.nr.*(1 - inactive); + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nr, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), Rcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Yct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); +Rct = zeros(S, 1); +MPRct = zeros(S, 1); % Beraja-Hurst propensity to refinance: amount of newly refinanced mortgages / outstanding stock of all existing mortgages +Emct = zeros(S, 1); % median equity (1 - LTV) for borrowers + + +for time = 1 : S + + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)).*Hcsim(:, :, time))); + Rct(time) = mean(vec(Dcsim(:, :, time) == 4 & Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0))/mean(vec(Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0)); + + MPRct(time) = sum(vec((Dcsim(:,:, time) == 4).*Ocsim(:, :, time + 1).*Thcsim(:, :, time + 1).*p.Pgrid(Rcsim(:, :, time + 1)).*Hcsim(:, :, time + 1)))/... + sum(vec( Ocsim(:, :, time ).*Thcsim(:, :, time ).*p.Pgrid(Rcsim(:, :, time )).*Hcsim(:, :, time ))); + + if time == 1 + + LTV = vec(Ocsim(:, :, time).*Thcsim(:, :, time)); + + else + + LTV = vec(Ocsim(:, :, time).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)))/p.Pgrid(p.nr); + + end + + Emct(time) = 1 - median(LTV(LTV > 0)); + +end + + + +% Characteristics of those who refinance: with and without the shock + +Wsim = Asim + Hsim.*(1 - Osim.*Thsim); + +time = 2; + +Wtemp = Wsim(:, :, time); % only state variables +Atemp = Asim(:, :, time); +LTV = Osim(:, :, time).*Thsim(:, :, time); +Htemp = Hsim(:, :, time); +LY = Atemp./Ysim(:, :, time); +Sh = 1 - Atemp./Wtemp; +Agetemp = Agesim(:, :, time)/4 + 25; +Ytemp = Ysim(:, :, time); + +refin = Dsim(:, :, time) == 4 & Hsim(:, :, time) > 0; +owner = Hsim(:, :, time) > 0; + +fprintf('\n'); +fprintf('Characteristics of Refinancers Absent Shock\n'); +fprintf('\n'); +fprintf('All, Refinance, Dont Refinance\n'); + +fprintf('\n'); + +fprintf('\n'); +fprintf('Mean Liquid Assets = %9.2f %9.2f %9.2f \n', [mean(Atemp(owner)), mean(Atemp(owner & refin)), mean(Atemp(owner & ~refin))]); +fprintf('Mean Income = %9.2f %9.2f %9.2f \n', [mean(Ytemp(owner)), mean(Ytemp(owner & refin)), mean(Ytemp(owner & ~refin))]); +fprintf('Mean Liquid Asset to Income = %9.2f %9.2f %9.2f \n', [mean(LY(owner)), mean(LY(owner & refin)), mean(LY(owner & ~refin))]); +fprintf('Mean Share Housing Wealth = %9.2f %9.2f %9.2f \n', [mean(Sh(owner)), mean(Sh(owner & refin)), mean(Sh(owner & ~refin))]); +fprintf('Mean Wealth = %9.2f %9.2f %9.2f \n', [mean(Wtemp(owner)), mean(Wtemp(owner & refin)), mean(Wtemp(owner & ~refin))]); +fprintf('Mean LTV = %9.2f %9.2f %9.2f \n', [mean(LTV(owner)), mean(LTV(owner & refin)), mean(LTV(owner & ~refin))]); +fprintf('Mean House = %9.2f %9.2f %9.2f \n', [mean(Htemp(owner)), mean(Htemp(owner & refin)), mean(Htemp(owner & ~refin))]); +fprintf('Mean Age = %9.2f %9.2f %9.2f \n', [mean(Agetemp(owner)), mean(Agetemp(owner & refin)), mean(Agetemp(owner & ~refin))]); + +fprintf('\n'); +fprintf('\n'); + + +Wcsim = zeros(size(Acsim)); + +Wcsim(:,:, 1) = Acsim(:, :, 1) + p.Pgrid(1)*Hcsim(:, :, 1).*(1 - Ocsim(:, :, 1).*Thcsim(:, :, 1)); + +Wcsim(:, :, 2: end) = Acsim(:, :, 2 : end) + p.Pgrid(p.nr)*Hcsim(:,:,2:end) - p.Pgrid(Rcsim(:,:,2:end)).*Ocsim(:, :, 2:end).*Thcsim(:, :, 2:end); + +time = 2; + +Wtemp = Wcsim(:, :, time); % only state variables +Atemp = Acsim(:, :, time); +LTV = Ocsim(:, :, time).*Thcsim(:, :, time); +Htemp = Hcsim(:, :, time); +LY = Atemp./Ysim(:, :, time); +Sh = 1 - Atemp./Wtemp; +Agetemp = Agesim(:, :, time)/4 + 25; +Ytemp = Ysim(:, :, time); + +refin = Dcsim(:, :, time) == 4 & Hcsim(:, :, time) > 0; +owner = Hcsim(:, :, time) > 0; + +fprintf('\n'); +fprintf('Characteristics of Refinancers With Shock\n'); +fprintf('\n'); +fprintf('All, Refinance, Dont Refinance\n'); + +fprintf('\n'); + +fprintf('\n'); +fprintf('Mean Liquid Assets = %9.2f %9.2f %9.2f \n', [mean(Atemp(owner)), mean(Atemp(owner & refin)), mean(Atemp(owner & ~refin))]); +fprintf('Mean Income = %9.2f %9.2f %9.2f \n', [mean(Ytemp(owner)), mean(Ytemp(owner & refin)), mean(Ytemp(owner & ~refin))]); +fprintf('Mean Liquid Asset to Income = %9.2f %9.2f %9.2f \n', [mean(LY(owner)), mean(LY(owner & refin)), mean(LY(owner & ~refin))]); +fprintf('Mean Share Housing Wealth = %9.2f %9.2f %9.2f \n', [mean(Sh(owner)), mean(Sh(owner & refin)), mean(Sh(owner & ~refin))]); +fprintf('Mean Wealth = %9.2f %9.2f %9.2f \n', [mean(Wtemp(owner)), mean(Wtemp(owner & refin)), mean(Wtemp(owner & ~refin))]); +fprintf('Mean LTV = %9.2f %9.2f %9.2f \n', [mean(LTV(owner)), mean(LTV(owner & refin)), mean(LTV(owner & ~refin))]); +fprintf('Mean House = %9.2f %9.2f %9.2f \n', [mean(Htemp(owner)), mean(Htemp(owner & refin)), mean(Htemp(owner & ~refin))]); +fprintf('Mean Age = %9.2f %9.2f %9.2f \n', [mean(Agetemp(owner)), mean(Agetemp(owner & refin)), mean(Agetemp(owner & ~refin))]); + +fprintf('\n'); +fprintf('\n'); + + +% MPC out of transfer in Ganong-Noel Experiment + + +time = 2; + +Transfer = (p.mbargrid(p.nr) - p.mbargrid(Rcsim(:, :, time))).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)).*Hcsim(:,:,time).*(Dcsim(:, :, time) == 5).*(Osim(:,:,time) > 0); + +dC = (Ccsim(:, :, time) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, time).^(-p.sigma/p.gamma) - (Csim(:, :, time) - p.phi^(1 + 1/p.gamma)*Csim(:, :, time).^(-p.sigma/p.gamma))); +dA = Acsim(:, :, time + 1) - Asim(:, :, time + 1); + +htm = Acsim(:, :, time + 1) <= 1/6.5*Ysim(:,:,time); + +gains = Vcsim(:, :, time) - Vsim(:, :, time); + +good = Transfer > 0 & Dcsim(:, :, time) == 5 & Dsim(:, :, time) == 5; + + +MPC = dC(good)./Transfer(good); +gains = gains(good); +htm = htm(good); + +fbenefit = mean(gains > 0); +fprintf('\n') + +fprintf('Fraction who benefit = %9.2f \n', fbenefit); + +fprintf('\n') +fprintf('MPC, mean = %9.2f %9.2f %9.2f \n', [mean(MPC(gains > 0)), mean(MPC(gains > 0 & htm)), mean(MPC(gains > 0 & ~htm)) ]); +fprintf('MPC, 10th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 10), prctile(MPC(gains > 0 & htm), 10), prctile(MPC(gains > 0 & ~htm), 10)]); +fprintf('MPC, 25th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 25), prctile(MPC(gains > 0 & htm), 25), prctile(MPC(gains > 0 & ~htm), 25)]); +fprintf('MPC, 50th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 50), prctile(MPC(gains > 0 & htm), 50), prctile(MPC(gains > 0 & ~htm), 50)]); +fprintf('MPC, 75th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 75), prctile(MPC(gains > 0 & htm), 75), prctile(MPC(gains > 0 & ~htm), 75)]); +fprintf('MPC, 90th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 90), prctile(MPC(gains > 0 & htm), 90), prctile(MPC(gains > 0 & ~htm), 90)]); + diff --git a/42/replication_package/model_replication/Main nu 10/simulate_taxrebate.m b/42/replication_package/model_replication/Main nu 10/simulate_taxrebate.m new file mode 100644 index 0000000000000000000000000000000000000000..f7fd35df6af9c9b019f1d874bf9be60deeea60d4 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 10/simulate_taxrebate.m @@ -0,0 +1,519 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 3; + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); +Deltasim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); + + +% find out who is constrained in period 2 + + +for time = 1 : S + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + +end + + +% Next Study Impact of 500$ cash transfer + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = Vsim; + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +time = 2; + + +Transfer = 0.0388; + +RHS = (1 + interest(Asim(:, :, time), p)).*Asim(:, :, time) + Transfer; + +data = [RHS(:)./(1 + p.rh), RHS(:)./(1 + p.rl)]; + +Acsim(:, :, time) = reshape(bisect('findtransfer', min(data, [], 2) - 0.1, max(data, [], 2) + 0.1, RHS(:), p), 2*N, T); + + +%Ocsim(:, :, time) = Osim(:, :, time); +%Thcsim(:, :, time) = Thsim(:, :, time); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + % Renters + + rent = Hcsim(:, initage, time) == 0; + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); + + +for time = 1 : S + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*Hcsim(:, :, time))); + +end + + +MPCt = (Cct - Ct)/mean(vec(Transfer)); + + +% Ask: how many homeowners (in period time = 2) benefit, so Vcsim(:, :, time) > Vsim(:, :, time) and what do + +% 1. Fraction of homeowners who benefit + +% 2. Distribution of welfare gains + +Vnew = reshape(Vcsim(:, :, 2), 2*N*T, 1); +Vold = reshape(Vsim(:, :, 2), 2*N*T, 1); +UCold = reshape(Csim(:, :, 2).^(- p.sigma), 2*N*T, 1); + +PTI = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + + +gains = max(min((Vnew(:) - Vold(:))./Transfer(:)./UCold(:), 1), 0); % small fraction due to interpolation error + + +MPC = (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma) - (Csim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Csim(:, :, 2).^(-p.sigma/p.gamma)))/Transfer; + +owners = Hsim(:, :, 2) > 0; + + +clc +fprintf('\n'); +fprintf('Table 7: Marginal Propensity to Consume out of a 500 Dollar Cash Transfer \n'); +fprintf('\n'); +fprintf('\n'); + +fprintf('B. Economy with nu = 1/10 \n'); +fprintf('\n'); +fprintf(' all homeowners renters\n'); + +fprintf('\n'); + +fprintf('mean = %9.2f %9.2f %9.2f \n', [mean(MPC(:)), mean(MPC(owners)), mean(MPC(~owners)) ]); +fprintf('10th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 10), prctile(MPC(owners), 10), prctile(MPC(~owners), 10)]); +fprintf('25th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 25), prctile(MPC(owners), 25), prctile(MPC(~owners), 25)]); +fprintf('50th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 50), prctile(MPC(owners), 50), prctile(MPC(~owners), 50)]); +fprintf('75th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 75), prctile(MPC(owners), 75), prctile(MPC(~owners), 75)]); +fprintf('90th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 90), prctile(MPC(owners), 90), prctile(MPC(~owners), 90)]); + + +% plot MPC as a function of various characteristics for homeowners + +% 1. Loan to Value + +ltv = Thsim(:, :, 2).*Osim(:,:,2); +lasst = Asim(:, :, 2)./(Asim(:,:,2) + (1 - Thsim(:, :, 2).*Osim(:, :, 2)).*Hsim(:,:,2)); % liquid assets to wealth +logy = log(Ysim(:, :, 2)); % log income +pti = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + +ind = Hsim(:, :, 2) > 0; + + +ltv = ltv(ind); +lasst = lasst(ind); +logy = logy(ind); +pti = pti(ind); +mpc = MPC(ind); + +prefi = squeeze(Pallsim(:, 4, :, time)); +prefi = prefi(ind); + +xx = [ltv, pti, lasst, logy]; +yy = mpc; + +figure(5) +subplot(2, 2, 1) + +[xxmed, yymed] = binned_plot(xx(:,1), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, 0, 0.85); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); + +hold on; + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('loan-to-value ratio','Interpreter','latex'); +ylabel('MPC','Interpreter','latex'); +title('A. LTV','Interpreter','latex'); +box on + + +subplot(2, 2, 2) + +[xxmed, yymed] = binned_plot(xx(:,2), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, 0, 0.3); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('payment to income ratio','Interpreter','latex'); +title('B. PTI','Interpreter','latex'); +box on + + + +subplot(2, 2, 3) + +[xxmed, yymed] = binned_plot(xx(:,3), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, xxmed(1), xxmed(end)); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('liquid assets to wealth','Interpreter','latex'); +ylabel('MPC','Interpreter','latex'); +title('C. Liquid Assets to Wealth','Interpreter','latex'); +box on + + +subplot(2, 2, 4) + +[xxmed, yymed] = binned_plot(xx(:,4), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, xxmed(1), xxmed(end)); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('log income','Interpreter','latex'); +title('D. Income','Interpreter','latex'); +box on diff --git a/42/replication_package/model_replication/Main nu 10/simulate_temp.m b/42/replication_package/model_replication/Main nu 10/simulate_temp.m new file mode 100644 index 0000000000000000000000000000000000000000..ac028520d570758e31b9111695e196184047fa4c --- /dev/null +++ b/42/replication_package/model_replication/Main nu 10/simulate_temp.m @@ -0,0 +1,554 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +N = 25000; +T = p.T; + +A = zeros(2*N, T + 1); % Liquid Assets +O = zeros(2*N, T + 1); % fraction of loan outstanding +Th = zeros(2*N, T + 1); % initial mortgage size +H = zeros(2*N, T + 1); % house size + +C = zeros(2*N, T); % consumption +L = zeros(2*N, T); % liquidity after making housing choice +D = zeros(2*N, T); % discrete choice: 1 ... 5 +Y = zeros(2*N, T); % income +V = zeros(2*N, T); % value function + +Pall = zeros(2*N, 5, T); +Vall = zeros(2*N, 5, T); + +% First simulate history of shocks to income + +rng(100); + +Z = zeros(2*N, T); +E = zeros(2*N, T); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + +Fzcum = [0; cumsum(Fz)]; % cumulative ergodic for initial conditions +[~, bin] = histc(unif, Fzcum); % bin is the index of initial draw of z + +Z(:,1) = bin; + +unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + +Fecum = [0; cumsum(we)]; % cumulative ergodic for transitory shock +[~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + +E(:,1) = bin; + +Y(:,1) = p.lambdat(1)*p.zgrid(Z(:,1)).*p.egrid(E(:,1)); + + +for t = 2 : T + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Z(:,t-1), :), 2)]; + + Z(:,t) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + E(:,t) = bin; + + Y(:,t) = p.lambdat(t)*p.zgrid(Z(:,t)).*p.egrid(E(:,t)); + +end + +U = rand(2*N, T); +U = -log(U)/p.nu; % generate actual cost + + +% period 1 all are renters with 0 wealth + +t = 1; + + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +state = A(:, t); % others irrelevant here + +[Lall, Oall, Thall, Hall, V(:,t), Pall(:, 1: 3, t), Vall(:, 1 : 3, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'r', A(:, t), Y(:, t), Z(:, t)); + +Pcum = [zeros(2*N, 1), cumsum(Pall(:, 1: 3, t), 2)]; + +unif = rand(2*N, 1); + +[~, D(:, t)] = max([Vall(:, 1 : 2, t), Vall(:, 3, t) - U(:, t)], [], 2); + +ind = sub2ind([2*N, 3], (1 : 1 : 2*N)', D(:,t)); + +L(:, t) = Lall(ind); +O(:, t + 1) = Oall(ind); +Th(:, t + 1) = Thall(ind); +H(:, t + 1) = Hall(ind); + + +% Find consumption + +rent = H(:, t + 1) == 0; + +Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, t), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); +Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, t), p.nl, p.nz), intmeth, 'linear'); + +cmin = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amax); % c that implies a' = amin +cmax = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amin); % c that implies a' = amin + +C(rent, t) = max(min(Crint(L(rent, t), p.zgrid(Z(rent, t))), cmax), cmin); + +[~, A(rent, t+1)] = savings(C(rent,t), L(rent, t), p, 'r'); % none of the other state variables matter + +cmin = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amax); % c that implies a' = amin +cmax = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amin); % c that implies a' = amin + +C(~rent,t) = max(min(Chint(L(~rent, t), O(~rent, t+1), Th(~rent, t+1), H(~rent, t+1), p.zgrid(Z(~rent, t))), cmax), cmin); + +[~, A(~rent, t+1)] = savings(C(~rent,t), L(~rent,t), p, 'h'); + + +for t = 2 : T + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + rent = H(:, t) == 0; + + % Renters + + state = A(rent, t); % others don't matter directly + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, V(rent,t), Pall(rent, 1 : 3, t), Vall(rent, 1 : 3, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'r', A(rent, t), Y(rent, t), Z(rent, t)); + + [~, D(rent, t)] = max([Vall(rent, 1 : 2, t), Vall(rent, 3, t) - U(rent, t)], [], 2); + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', D(rent, t)); + + L(rent, t) = Lall(ind); + O(rent, t + 1) = Oall(ind); + Th(rent, t + 1) = Thall(ind); + H(rent, t + 1) = Hall(ind); + + + % Homeowners + + ntemp = numel(find(~rent)); + + state = [A(~rent, t), O(~rent, t), Th(~rent, t), H(~rent, t)]; % others don't matter directly + + hind = lookup1(p.hgrid, H(~rent, t), 1); + tind = lookup1(p.tgrid, Th(~rent, t), 1); + + [Lall, Oall, Thall, Hall, V(~rent,t), Pall(~rent, :, t), Vall(~rent, :, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', A(~rent, t), Y(~rent, t), Z(~rent, t), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pall(~rent, :, t), 2)]; + + [~, D(~rent, t)] = max([Vall(~rent, 1 : 2, t), Vall(~rent, 3 : 4, t) - U(~rent, t), Vall(~rent, 5, t)], [], 2); + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', D(~rent, t)); + + L(~rent, t) = Lall(ind); + O(~rent, t + 1) = Oall(ind); + Th(~rent, t + 1) = Thall(ind); + H(~rent, t + 1) = Hall(ind); + + % Find consumption + + rent = H(:, t + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, t), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, t), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amin); % c that implies a' = amin + + C(rent, t) = max(min(Crint(L(rent, t), p.zgrid(Z(rent, t))), cmax), cmin); + + [~, A(rent, t+1)] = savings(C(rent,t), L(rent, t), p, 'r'); % none of the other state variables matter + + cmin = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amin); % c that implies a' = amin + + C(~rent,t) = max(min(Chint(L(~rent, t), O(~rent, t+1), Th(~rent, t+1), H(~rent, t+1), p.zgrid(Z(~rent, t))), cmax), cmin); + + [~, A(~rent, t+1)] = savings(C(~rent,t), L(~rent,t), p, 'h'); + + +end + +Asave = A; +Osave = O; +Thsave = Th; +Hsave = H; +Csave = C; +Lsave = L; +Dsave = D; +Ysave = Y; +Zsave = Z; +Esave = E; +Vsave = V; +Pallsave = Pall; +Vallsave = Vall; +Usave = U; + + + + +%{ + +figure(2) + +id = 1; + +subplot(2,2,1), plot([C(id, 1 : p.T)', Y(id, 1 : p.T)']); +title('Consumption and Income', 'Interpreter','Latex'); +h = legend('consumption', 'income'); +set(gca, 'ygrid', 'on') +set(h,'Interpreter','latex'); + + +subplot(2,2,2), plot([A(id, 1 : p.T + 1)', H(id, 1 : p.T + 1)'.*(1 - O(id, 1 : p.T + 1)'.*Th(id, 1 : p.T + 1)')]); +title('Wealth', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') +h = legend('liquid', 'illiquid'); +set(h,'Interpreter','latex'); + +subplot(2,2,3), plot([H(id, 2 : p.T + 1)', (p.R/p.alpha)^(-1/p.sigma)*C(id, :)']) +title('Housing', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +subplot(2,2,4), plot(O(id, 1 : p.T + 1)'.*Th(id, 1 : p.T + 1)') +title('LTV', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + + + +figure(3) + +subplot(2,2,1), plot([mean(C(:, 1 : p.T))', mean(Y(:, 1 : p.T))']); +title('Consumption and Income', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +legend('consumption', 'income') +set(gca, 'ygrid', 'on') + +subplot(2,2,2), plot([mean(A)', mean(H.*(1 - Th.*O))']); +title('Wealth', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') +h = legend('liquid', 'illiquid'); +set(h,'Interpreter','latex'); + +subplot(2,2,3), plot([mean(H)']); +title('Housing Stock', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +subplot(2,2,4), plot([mean(Th.*H.*O)'./mean(H)']); +title('LTV', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +%} + +W = A + H.*(1 - Th.*O); +Debt = H.*Th.*O; +Yh = p.phi^(1 + 1/p.gamma)*C.^(-p.sigma/p.gamma); % home production +Rent = p.R*(p.R/p.alpha)^(-1/p.sigma)*C.*(H(:, 2:end) == 0); + +Debttilde = zeros(2*N, T + 1); +Debttilde(H > 0) = (Debt(H > 0) - p.F0m)./(1 + p.F1m); +% +% Fextractage = zeros(p.T, 1); +% +% for t = 2 : p.T +% +% Fextractage(t) = mean(D(:,t) == 4 & H(:,t-1) > 0 & Debt(:, /mean(vec(H(:, 1 : end-1) > 0 & Debt(:, 1 : end - 1) > 0 ))*4; +% +% +% end + +% Check aggregate resource constraint +% transaction costs: + +Ftrans = (H(:, 1 : end - 1) == 0).*(D == 3).*(p.F0m + p.F1m*Debttilde(:, 2:end)) + ... % mortgage origination cost for renters + (H(:, 1 : end - 1) > 0).*(D <= 3).*(p.Fs*H(:, 1 : end - 1)) + ... % house selling costs for homeowners + (H(:, 1 : end - 1) > 0).*(D == 3 | D == 4).*(p.F0m + p.F1m*Debttilde(:, 2:end)); % mortgage origination cost for homeowners + +%{ +t = 1 : T; + +rl = 1./(1 + exp(-p.r1*(A(:, t) - p.r2)))*(p.rh - p.rl) + p.rl; + +err_agg = norm(vec(C(:,t) + H(:, t+1) + A(:, t+1) + (1 + p.rm)*Debt(:, t) + Rent(:,t) - Yh(:,t) - Y(:,t) - (1 + rl).*A(:, t) - H(:, t) - Debt(:, t+1) + Ftrans(:,t))) + +fprintf('Err in Agg Resource Constr = %9.2e \n', err_agg); +%} + +fsell = mean(vec(D <= 3 & H(:, 1 : end-1) > 0))/ mean(vec(H(:, 1 : end-1) > 0))*4; +fmortg = mean(vec(Th(:,1:end-1).*O(:,1:end-1) > 0 & H(:, 1 : end-1) > 0)) / mean(vec(H(:, 1 : end-1) > 0)); + +agewealthratio = mean(vec(W(:, 41*4 + 1 : end))) / mean(vec(W(:, 2 : 41*4))); + +reqpayment = p.mbar*Th(:, 1:end - 1).*H(:, 1:end - 1).*(O(:, 1:end - 1) > 0).*(D == 5); +actpayment = ((1 + p.rm)*Debt(:, 1 : end - 1) - Debt(:, 2 : end)).*(D == 5); + +fcurtail = sum(actpayment(:) > 1e-4 + reqpayment(:) & reqpayment(:) > 0 & D(:) == 5)/sum(reqpayment(:) > 0 & D(:) == 5); + +PTI = reqpayment(reqpayment > 0)./Y(reqpayment > 0); + +HY = H(:, 2:end)./Y/4; + +Age = zeros(2*N, T); % mortgage age + +for t = 2 : T + + Age(:,t) = (Age(:,t-1) + 1/4).*(Age(:,t-1) > 0 & D(:,t) == 5) + 1/4.*(D(:,t) == 3 | D(:,t) == 4); + +end + +Age = Age - 1/4; + +Age = floor(Age); + +LTV = O(:, 2 : end).*Th(:, 2 : end); + +% Let's computa Bhutta-Keys stats by annualizing first data. +% Suppose we see them in the last quarter of the year + +Debta = O(:, 4 : 4: end).*Th(:, 4: 4 : end).*H(:, 4 : 4 : end); +Xtract = (Debta(:, 2:end) - Debta(:, 1 : end-1))./Debta(:, 1 : end-1); +Debta(:, end) = []; +Ha = H(:, 4 : 4 :end); +notmove = Ha(:, 2 : end) == Ha(:, 1 : end-1); +Ha(:, end) = []; +Aa = A(:, 4 : 4 : end); +Aa(:, end) = []; + +fextract = sum(Xtract(:)>=0.05 & Debta(:) > 0 & notmove(:))/sum(Debta(:) > 0 & notmove(:)); +medextract = median(Xtract(Xtract >= 0.05 & Debta > 0 & notmove)); +fextracttwice = sum(vec(Xtract(:,2:end) >=0.05 & Xtract(:,1:end-1) >=0.05 & Debta(:, 2: end) >0 & notmove(:, 2:end) & Debta(:, 1:end-1) >0 & notmove(:, 1:end-1)))/... + sum(vec(Xtract(:,1:end-1) >=0.05 & Debta(:, 2: end) >0 & notmove(:, 2:end) & Debta(:, 1:end-1) >0 & notmove(:, 1:end-1))); + + +moment_model = zeros(57, 1); + +moment_model(1) = mean(vec(H(:, 2 : end) > 0)); +moment_model(2) = mean(vec(W(:, 2 : end))) /mean(vec(Y))/4; +moment_model(3) = mean(vec(H(:, 2 : end))) /mean(vec(Y))/4; +moment_model(4) = mean(vec(Debt(:, 2 : end))) /mean(vec(Y))/4; +moment_model(5) = mean(vec(A(:, 2 : end))) /mean(vec(Y))/4; + +moment_model(6) = fextract; +moment_model(7) = mean(vec(Yh))/mean(vec(C)); +moment_model(8) = agewealthratio; + + +moment_model(9 : 13) = prctile(vec(A(:, 2 : end)), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(14 : 18) = prctile(A(H == 0), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(19 : 23) = prctile(A(H > 0), [10; 25; 50; 75; 90])/mean(vec(Y))/4; + +moment_model(24) = fsell; +moment_model(25) = fmortg; + +moment_model(26 : 30) = prctile(Th(H > 0 & Debt > 0).*O(H > 0 & Debt > 0), [10; 25; 50; 75; 90]); +moment_model(31 : 35) = prctile((1 - Th(H > 0).*O(H > 0)).*H(H > 0)./W(H > 0), [10; 25; 50; 75; 90]); +moment_model(36 : 40) = prctile(vec(W(:,2:end)), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(41 : 45) = prctile(PTI, [10; 25; 50; 75; 90]); +moment_model(46 : 50) = prctile(HY(HY > 0), [10; 25; 50; 75; 90]); +moment_model(51 : 55) = prctile(Age(Age >=0 & LTV > 0), [10; 25; 50; 75; 90]); + +moment_model(56) = medextract; +moment_model(57) = fextracttwice; + + +moment_data = [0.64; 1.45; 1.82; 0.83; 0.46; 0.08; 0.23; 2.00; -0.04; 0; 0.07; 0.48; 1.50; + -0.05; 0; 0.01; 0.15; 1; -0.04; 0.01; 0.15; 0.68; 1.69; 0.044; 0.71; + 0.18; 0.39; 0.62; 0.77; 0.88; 0.36; 0.64; 0.87; 0.99; 1.04; 0; 0.04; 0.73; 2.34; 3.94; + 0.05; 0.08; 0.11; 0.17; 0.24; 1.02; 1.62; 2.48; 3.78; 6.43; 0; 1; 3; 6; 10; 0.23; 0.08]; + + +if printr + +fprintf('\n') +fprintf('Homeownership Rate = %9.2f %9.2f\n', [moment_model(1), moment_data(1)]); +fprintf('Aggregate Wealth to Income = %9.2f %9.2f\n', [moment_model(2), moment_data(2)]); +fprintf('Aggregate Housing to Income = %9.2f %9.2f\n', [moment_model(3), moment_data(3)]); +fprintf('Aggregate Debt to Income = %9.2f %9.2f\n', [moment_model(4), moment_data(4)]); +fprintf('Aggregate Liquid assets to Income = %9.2f %9.2f\n', [moment_model(5), moment_data(5)]); +fprintf('Fraction of Homeowners with Mortgage who extract = %9.2f %9.2f\n', [moment_model(6), moment_data(6)]); +fprintf('Non-Market Production to Consumption = %9.2f %9.2f\n', [moment_model(7), moment_data(7)]); +fprintf('Mean wealth retirees / workers = %9.2f %9.2f\n', [moment_model(8), moment_data(8)]); + +fprintf('\n') +fprintf('10 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(9), moment_data(9)]); +fprintf('25 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(10), moment_data(10)]); +fprintf('50 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(11), moment_data(11)]); +fprintf('75 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(12), moment_data(12)]); +fprintf('90 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(13), moment_data(13)]); +fprintf('\n') +fprintf('\n') + + +fprintf('10 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(14), moment_data(14)]); +fprintf('25 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(15), moment_data(15)]); +fprintf('50 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(16), moment_data(16)]); +fprintf('75 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(17), moment_data(17)]); +fprintf('90 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(18), moment_data(18)]); +fprintf('\n') +fprintf('10 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(19), moment_data(19)]); +fprintf('25 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(20), moment_data(20)]); +fprintf('50 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(21), moment_data(21)]); +fprintf('75 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(22), moment_data(22)]); +fprintf('90 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(23), moment_data(23)]); + +fprintf('\n') +fprintf('Fraction of Homeowners who curtail = %9.3f \n', fcurtail); +fprintf('Fraction of Homeowners who sell = %9.3f %9.3f\n', [moment_model(24), moment_data(24)]); +fprintf('Fraction of Homeowners with mortgage = %9.2f %9.2f\n', [moment_model(25), moment_data(25)]); +fprintf('Median increase in balance extract = %9.2f %9.2f\n', [moment_model(56), moment_data(56)]); +fprintf('Fraction that extract twice in a row = %9.2f %9.2f\n', [moment_model(57), moment_data(57)]); + +fprintf('\n') + +fprintf('10 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(26), moment_data(26)]); +fprintf('25 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(27), moment_data(27)]); +fprintf('50 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(28), moment_data(28)]); +fprintf('75 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(29), moment_data(29)]); +fprintf('90 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(30), moment_data(30)]); +fprintf('\n') +fprintf('10 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(31), moment_data(31)]); +fprintf('25 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(32), moment_data(32)]); +fprintf('50 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(33), moment_data(33)]); +fprintf('75 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(34), moment_data(34)]); +fprintf('90 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(35), moment_data(35)]); +fprintf('\n') +fprintf('10 pctile Wealth = %9.2f %9.2f\n', [moment_model(36), moment_data(36)]); +fprintf('25 pctile Wealth = %9.2f %9.2f\n', [moment_model(37), moment_data(37)]); +fprintf('50 pctile Wealth = %9.2f %9.2f\n', [moment_model(38), moment_data(38)]); +fprintf('75 pctile Wealth = %9.2f %9.2f\n', [moment_model(39), moment_data(39)]); +fprintf('90 pctile Wealth = %9.2f %9.2f\n', [moment_model(40), moment_data(40)]); +fprintf('\n') +fprintf('10 pctile PTI = %9.2f %9.2f\n', [moment_model(41), moment_data(41)]); +fprintf('25 pctile PTI = %9.2f %9.2f\n', [moment_model(42), moment_data(42)]); +fprintf('50 pctile PTI = %9.2f %9.2f\n', [moment_model(43), moment_data(43)]); +fprintf('75 pctile PTI = %9.2f %9.2f\n', [moment_model(44), moment_data(44)]); +fprintf('90 pctile PTI = %9.2f %9.2f\n', [moment_model(45), moment_data(45)]); +fprintf('\n') +fprintf('10 pctile housing to income = %9.2f %9.2f\n', [moment_model(46), moment_data(46)]); +fprintf('25 pctile housing to income = %9.2f %9.2f\n', [moment_model(47), moment_data(47)]); +fprintf('50 pctile housing to income = %9.2f %9.2f\n', [moment_model(48), moment_data(48)]); +fprintf('75 pctile housing to income = %9.2f %9.2f\n', [moment_model(49), moment_data(49)]); +fprintf('90 pctile housing to income = %9.2f %9.2f\n', [moment_model(50), moment_data(50)]); +fprintf('\n') +fprintf('10 pctile mortgage age = %9.2f %9.2f\n', [moment_model(51), moment_data(51)]); +fprintf('25 pctile mortgage age = %9.2f %9.2f\n', [moment_model(52), moment_data(52)]); +fprintf('50 pctile mortgage age = %9.2f %9.2f\n', [moment_model(53), moment_data(53)]); +fprintf('75 pctile mortgage age = %9.2f %9.2f\n', [moment_model(54), moment_data(54)]); +fprintf('90 pctile mortgage age = %9.2f %9.2f\n', [moment_model(55), moment_data(55)]); + +% Calculate life time value + +Hs = H(:, 2 : p.T + 1).*(H(:, 2 : p.T + 1) > 0) + (p.R/p.alpha)^(-1/p.sigma)*C.*(H(:, 2 : p.T + 1) == 0); + +U = C.^(1 - p.sigma)/(1 - p.sigma) + p.alpha*Hs.^(1 - p.sigma)/(1 - p.sigma) - p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*C.^(-p.sigma*(1 + 1/p.gamma)); + +rl = 1./(1 + exp(-p.r1*(A(:,p.T+1) - p.r2)))*(p.rh - p.rl) + p.rl; + +V = sum(p.beta.^(0 : 1 : p.T - 1).*U, 2) + p.beta^p.T*p.B*(p.wbar + (1 + p.rl)*A(:,p.T+1) + (1 - p.Fs - (1 + p.rm)*O(:,p.T+1).*Th(:,p.T+1)).*H(:,p.T+1)).^(1 - p.sigma)/(1 - p.sigma); + +V = ((1 - p.sigma)*(1 - p.beta)/(1 - p.beta^p.T)*mean(V))^(1/(1 - p.sigma)); + +fprintf('\n') +fprintf('Life Time Value, CEV = %9.4f \n', V); + +end + +weights = ones(13, 1); + +weights = weights/sum(weights); + +err_mom = (moment_model(1:13) - moment_data(1:13))./(1 + moment_data(1:13)); +err_mom = (weights'*err_mom.^2).^(1/2); + +if exist('x', 'var') + + fprintf('%5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f \n', [x(:)', err_mom]); + +else + +fprintf('\n'); +fprintf('value of objective = %5.6f \n', err_mom); +fprintf('\n'); + +end + + +% Characteristics of those who refinance + + +W = A + H.*(1 - O.*Th); + +Wtemp = W(:, 1 : end - 1); % only state variables +Atemp = A(:, 1 : end - 1); +LTV = O(:, 1 : end - 1).*Th(:, 1 : end - 1); +Htemp = H(:, 1 : end - 1); +LY = Atemp./Y; +Sh = 1 - Atemp./Wtemp; +Age = repmat((1 : 1 : T)/4 + 25, 2*N, 1); + +refin = D == 4 & Htemp > 0; +owner = (D == 4 | D == 5) & Htemp > 0; + +time = 1; + + +fprintf('\n'); +fprintf('Characteristics of Refinancers in Initial Steady State\n'); +fprintf('\n'); +fprintf('All, Refinance, Dont Refinance\n'); + +fprintf('\n'); + +fprintf('\n'); +fprintf('Mean Liquid Assets = %9.2f %9.2f %9.2f \n', [mean(Atemp(owner)), mean(Atemp(owner & refin)), mean(Atemp(owner & ~refin))]); +fprintf('Mean Income = %9.2f %9.2f %9.2f \n', [mean(Y(owner)), mean(Y(owner & refin)), mean(Y(owner & ~refin))]); +fprintf('Mean Liquid Asset to Income = %9.2f %9.2f %9.2f \n', [mean(LY(owner)), mean(LY(owner & refin)), mean(LY(owner & ~refin))]); +fprintf('Mean Share Housing Wealth = %9.2f %9.2f %9.2f \n', [mean(Sh(owner)), mean(Sh(owner & refin)), mean(Sh(owner & ~refin))]); +fprintf('Mean Wealth = %9.2f %9.2f %9.2f \n', [mean(Wtemp(owner)), mean(Wtemp(owner & refin)), mean(Wtemp(owner & ~refin))]); +fprintf('Mean LTV = %9.2f %9.2f %9.2f \n', [mean(LTV(owner)), mean(LTV(owner & refin)), mean(LTV(owner & ~refin))]); +fprintf('Mean House = %9.2f %9.2f %9.2f \n', [mean(Htemp(owner)), mean(Htemp(owner & refin)), mean(Htemp(owner & ~refin))]); +fprintf('Mean Age = %9.2f %9.2f %9.2f \n', [mean(Age(owner)), mean(Age(owner & refin)), mean(Age(owner & ~refin))]); + +fprintf('\n'); +fprintf('\n'); + +fprintf('\n'); +fprintf('Median Liquid Assets = %9.2f %9.2f %9.2f \n', [median(Atemp(owner)), median(Atemp(owner & refin)), median(Atemp(owner & ~refin))]); +fprintf('Median Income = %9.2f %9.2f %9.2f \n', [median(Y(owner)), median(Y(owner & refin)), median(Y(owner & ~refin))]); +fprintf('Median Liquid Asset to Income = %9.2f %9.2f %9.2f \n', [median(LY(owner)), median(LY(owner & refin)), median(LY(owner & ~refin))]); +fprintf('Median Share Housing Wealth = %9.2f %9.2f %9.2f \n', [median(Sh(owner)), median(Sh(owner & refin)), median(Sh(owner & ~refin))]); +fprintf('Median Wealth = %9.2f %9.2f %9.2f \n', [median(Wtemp(owner)), median(Wtemp(owner & refin)), median(Wtemp(owner & ~refin))]); +fprintf('Median LTV = %9.2f %9.2f %9.2f \n', [median(LTV(owner)), median(LTV(owner & refin)), median(LTV(owner & ~refin))]); +fprintf('Median House = %9.2f %9.2f %9.2f \n', [median(Htemp(owner)), median(Htemp(owner & refin)), median(Htemp(owner & ~refin))]); +fprintf('Median Age = %9.2f %9.2f %9.2f \n', [median(Age(owner)), median(Age(owner & refin)), median(Age(owner & ~refin))]); + +fprintf('\n'); +fprintf('\n'); + + diff --git a/42/replication_package/model_replication/Main nu 10/solve_golden.m b/42/replication_package/model_replication/Main nu 10/solve_golden.m new file mode 100644 index 0000000000000000000000000000000000000000..0fa9a2fd6a76c39a4f9386c0f37fbb122bc9b5a0 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 10/solve_golden.m @@ -0,0 +1,41 @@ +function [x, v] = solve_golden(f, a, b, varargin) + +tol = 1e-6; + +alpha1 = (3-sqrt(5))/2; +alpha2 = (sqrt(5)-1)/2; + +d = b - a; + +x1 = a + alpha1*d; +x2 = a + alpha2*d; + +f1 = feval(f, x1, varargin{:}); +f2 = feval(f, x2, varargin{:}); + +d = alpha1*alpha2*d; + +x1new = x1; +x2new = x2; +f1new = f1; +f2new = f2; + +while any((d)>tol) + + f1 = f1new; + f2 = f2new; + x1 = x1new; + x2 = x2new; + + d = d*alpha2; + x2new = x1.*(f2=f1); + f2new = f1.*(f2=f1); + + x1new = (x1-d).*(f2=f1); + f1new = feval(f, x1 - d, varargin{:}).*(f2=f1); + +end + +x = x2new.*(f2new>=f1new) + x1new.*(f2new= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase New Home with Mortgage + + + % create a grid of possible houses and initial LTVs + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y; + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/p.hgrid(ht(i, 1)))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.hgrid(ht(i, 1)); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + good = (ttilde <= min(p.thetam, pti*Y/p.mbar/p.hgrid(ht(i, 1)))) & (Ltemp(:,i) > p.lgrid(1)); + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + + end + end + + % Compute pall and v + + [vn, in] = max(vall(:, 1 : 2), [], 2); + vb = vall(:,3); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); % avoid NaN + + pall = zeros(ns, 3); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 3) = pb; + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + + +else + + Lall = zeros(ns, 5); + omegaall = zeros(ns, 5); + thetaall = zeros(ns, 5); + hall = zeros(ns, 5); + vall = zeros(ns, 5); + + for branch = 1 : 1 : 5 + + if branch == 1 % Switch to Renting + + Lall(:, branch) = At + Y + (1 - p.Fs)*s(:,4) - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4); % liquidity after housing choice + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = 0; + + vall(:, branch) = Wrinterp(Lall(:, branch), znow); + + + elseif branch == 2 % Purchase home without mortgage + + vtemp = zeros(ns, p.nh) - 1e12; + + Ltemp = zeros(ns, p.nh); + + Cash = At + Y + (1 - p.Fs)*s(:,4) - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nh + + Ltemp(:,i) = Cash - p.hgrid(i); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (i - 1)*p.no*p.nt + (1 - 1) *p.no + 1; + + good = Ltemp(:, i) >= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase home with mortgage + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y + (1 - p.Fs)*s(:, 4) - (1 + p.rm)*s(:, 2).*s(:, 3).*s(:, 4); + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/p.hgrid(ht(i, 1)))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.hgrid(ht(i, 1)); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbar/p.hgrid(ht(i, 1)))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + elseif branch == 4 % Refinance mortgage + + + vtemp = zeros(ns, p.nt) - 1e12; + Ltemp = zeros(ns, p.nt); + + Cash = At + Y - (1 + p.rm)*s(:, 2).*s(:, 3).*s(:, 4); + + for i = 1 : p.nt + + ttilde = (p.tgrid(i) - p.F0m./s(:,4))/(1 + p.F1m); + + Ltemp(:, i) = Cash + ttilde.*s(:, 4); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbar./s(:,4))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (i - 1)*p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(htemp); + hall(:, branch) = s(:, 4); + + elseif branch == 5 % Stay inactive + + vtemp = zeros(ns, p.no + 1) - 1e12; + Ltemp = zeros(ns, p.no + 1); + + % Pay more than required + + Cash = At + Y - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.no + + Ltemp(:, i) = Cash + p.ogrid(i).*s(:,3).*s(:,4); + + good = (p.ogrid(i) < max((1 + p.rm)*s(:,2) - p.mbar, 0)) & (Ltemp(:, i) >= p.lgrid(1)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + i; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + % Pay minimum required + + otemp = max((1 + p.rm)*s(:,2) - p.mbar, 0); + + Ltemp(:, p.no + 1) = At + Y - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4) + otemp.*s(:,3).*s(:,4); + + good = (Ltemp(:, p.no + 1) >= p.lgrid(1)); + + + if any(good) + + % Interpolate + + otempind = lookup1(p.ogrid, otemp, 3); + + w = (p.ogrid(otempind + 1) - otemp)./(p.ogrid(otempind + 1) - p.ogrid(otempind)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind; + + + vtemp(good, p.no + 1) = w(good).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind + 1; + + vtemp(good, p.no + 1) = vtemp(good, p.no + 1) + (1 - w(good)).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + + end + + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.no + 1], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(htemp <= p.no, branch) = p.ogrid(htemp(htemp <= p.no)); + omegaall(htemp > p.no, branch) = otemp(htemp > p.no); + + thetaall(:, branch) = p.tgrid(tnow); + hall(:, branch) = s(:,4); + + + end + end + + + % Compute pall and v + + [vn, in] = max(vall(:, [1, 2, 5]), [], 2); + [vb, ib] = max(vall(:, [3, 4]), [], 2); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); + + pall = zeros(ns, 5); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 5) = (1 - pb).*(in == 3); + pall(:, 3) = pb.*(ib == 1); + pall(:, 4) = pb.*(ib == 2); + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + +end + + + + + \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 10/solveh_new.m b/42/replication_package/model_replication/Main nu 10/solveh_new.m new file mode 100644 index 0000000000000000000000000000000000000000..f621bf5384d336be1a89338da46dfbcf946af9dc --- /dev/null +++ b/42/replication_package/model_replication/Main nu 10/solveh_new.m @@ -0,0 +1,358 @@ +function [Lall, omegaall, thetaall, hall, v, pall, vall] = solveh_new(s, Whinterp, Wrinterp, p, pti, type, At, Y, znow, hnow, tnow, rnow) + + ns = size(s, 1); + + + if strcmp(type, 'r') + + Lall = zeros(ns, 3); + omegaall = zeros(ns, 3); + thetaall = zeros(ns, 3); + hall = zeros(ns, 3); + vall = zeros(ns, 3); + + + for branch = 1 : 1 : 3 + + if branch == 1 % Remain Renter + + + Lall(:, branch) = At + Y; + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = 0; + + vall(:, branch) = Wrinterp(Lall(:, branch), znow); + + + elseif branch == 2 % Purchase New Home Without Mortgage + + + vtemp = zeros(ns, p.nh) - 1e12; + + Ltemp = zeros(ns, p.nh); + + Cash = At + Y; + + for i = 1 : p.nh + + Ltemp(:,i) = Cash - p.Pgrid(p.nr)*p.hgrid(i); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (i - 1)*p.no*p.nt + (1 - 1) *p.no + 1; + + good = Ltemp(:, i) >= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase New Home with Mortgage + + + % create a grid of possible houses and initial LTVs + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y; + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.Pgrid(p.nr).*p.hgrid(ht(i, 1)); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + good = (ttilde <= min(p.thetam, pti*Y/p.mbargrid(p.nr)/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))) & (Ltemp(:,i) > p.lgrid(1)); + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + + end + end + + + % Compute pall and v + + [vn, in] = max(vall(:, 1 : 2), [], 2); + vb = vall(:,3); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); % avoid NaN + + pall = zeros(ns, 3); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 3) = pb; + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + + +else + + Lall = zeros(ns, 5); + omegaall = zeros(ns, 5); + thetaall = zeros(ns, 5); + hall = zeros(ns, 5); + vall = zeros(ns, 5); + + for branch = 1 : 1 : 5 + + if branch == 1 % Switch to Renting + + Lall(:, branch) = At + Y + (1 - p.Fs)*p.Pgrid(p.nr)*s(:,4) - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); % liquidity after housing choice + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = 0; + + vall(:, branch) = Wrinterp(Lall(:, branch), znow); + + + elseif branch == 2 % Purchase home without mortgage + + vtemp = zeros(ns, p.nh) - 1e12; + + Ltemp = zeros(ns, p.nh); + + Cash = At + Y + (1 - p.Fs)*p.Pgrid(p.nr)*s(:,4) - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nh + + Ltemp(:,i) = Cash - p.Pgrid(p.nr)*p.hgrid(i); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (i - 1)*p.no*p.nt + (1 - 1) *p.no + 1; + + good = Ltemp(:, i) >= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase home with mortgage + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y + (1 - p.Fs)*p.Pgrid(p.nr)*s(:,4) - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.Pgrid(p.nr)*p.hgrid(ht(i, 1)); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbargrid(p.nr)/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + + elseif branch == 4 % Refinance mortgage + + + vtemp = zeros(ns, p.nt) - 1e12; + Ltemp = zeros(ns, p.nt); + + Cash = At + Y - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nt + + ttilde = (p.tgrid(i) - p.F0m./(p.Pgrid(p.nr)*s(:,4)))/(1 + p.F1m); + + Ltemp(:, i) = Cash + ttilde.*p.Pgrid(p.nr).*s(:, 4); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbargrid(p.nr)./(p.Pgrid(p.nr)*s(:,4)))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (i - 1)*p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(htemp); + hall(:, branch) = s(:, 4); + + + elseif branch == 5 % Stay inactive + + vtemp = zeros(ns, p.no + 1) - 1e12; + Ltemp = zeros(ns, p.no + 1); + + % Pay more than required + + Cash = At + Y - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.no + + Ltemp(:, i) = Cash + p.ogrid(i).*p.Pgrid(s(:,5)).*s(:,3).*s(:,4); + + good = (p.ogrid(i) < max((1 + p.rmgrid(s(:,5))).*s(:,2) - p.mbargrid(s(:,5)), 0)) & (Ltemp(:, i) >= p.lgrid(1)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (rnow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + i; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + % Pay minimum required + + otemp = max((1 + p.rmgrid(s(:,5))).*s(:,2) - p.mbargrid(s(:,5)), 0); + + Ltemp(:, p.no + 1) = At + Y - (1 + p.rmgrid(s(:,5))).*s(:,2).*s(:,3).*s(:,4).*p.Pgrid(s(:,5)) + otemp.*s(:,3).*s(:,4).*p.Pgrid(s(:,5)); + + good = (Ltemp(:, p.no + 1) >= p.lgrid(1)); + + + if any(good) + + % Interpolate + + otempind = lookup1(p.ogrid, otemp, 3); + + w = (p.ogrid(otempind + 1) - otemp)./(p.ogrid(otempind + 1) - p.ogrid(otempind)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (rnow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind; + + + vtemp(good, p.no + 1) = w(good).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (rnow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind + 1; + + vtemp(good, p.no + 1) = vtemp(good, p.no + 1) + (1 - w(good)).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + + end + + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.no + 1], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(htemp <= p.no, branch) = p.ogrid(htemp(htemp <= p.no)); + omegaall(htemp > p.no, branch) = otemp(htemp > p.no); + + thetaall(:, branch) = p.tgrid(tnow); + hall(:, branch) = s(:,4); + + + end + end + + % Compute pall and v + + [vn, in] = max(vall(:, [1, 2, 5]), [], 2); + [vb, ib] = max(vall(:, [3, 4]), [], 2); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); + + pall = zeros(ns, 5); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 5) = (1 - pb).*(in == 3); + pall(:, 3) = pb.*(ib == 1); + pall(:, 4) = pb.*(ib == 2); + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + + +end + + + + + \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 10/start.m b/42/replication_package/model_replication/Main nu 10/start.m new file mode 100644 index 0000000000000000000000000000000000000000..6ce2115c2f872f7a3f0d8b1a02b9fdcba3443be1 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 10/start.m @@ -0,0 +1,338 @@ +clear; +clc; + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',22); + +intmeth = 'linear'; +printr = 1; + +optset('bisect', 'tol', 1e-32); + +% Calibrated Parameters + +p.beta = 0.985505; +p.alpha = 0.652986; +p.R = 0.011387; +p.phi = 0.932157; % productivity non-market +p.F0m = 0.200509; % fixed cost of refinancing +p.B = 9.727736; % bequest motive +p.r1 = 0.300706; +p.r2 = 9.512026; +p.rh = (1 + 0.017297)^(1/4) - 1; % upper bound on liquid rate + +%0.985505 0.652986 0.011387 0.932157 0.200509 9.727736 0.300706 9.512026 0.017297 0.014510 + +% Assigned Parameters + +p.nu = 10; % parameter in exponential distribution + +p.pidelta = [0.975; 0.025]; % probability of expenditure shocks +p.delta = [0; 0.0625]; % expenditure shock, fraction of home (quarterly so divide by 4) + +p.rl = (1 - 0.028)^(1/4) - 1; % lower bound on liquid rate + +p.T = 61*4; % last period of life +p.D = 30*4; % maturity of mortgages + +p.sigma = 2; % CRRA +p.gamma = 1; % Frisch elasticity of non-market production + +p.rm = (1 + 0.025)^(1/4) - 1; % mortgage interest rate + +p.Fs = 0.06; % fixed cost of selling home +p.F1m = 0.005; % proportional cost of refinancing + +p.wbar = 1; % parameter governing luxuriousness of bequests + +p.thetam = 0.85; % maximum LTV +p.thetay = 0.214; % maximum PTI + +rhoz = 0.9908; +sz = 0.0761; +se = (1 - 0.55)^(1/2)*0.4869; % Krueger Perri (2011) show 55% of the variance of trans compon is measurement error so subtract + +time = (1 : 1 : p.T)'; +p.lambdat = exp(0.07982636 - 0.02322307 * (time/4 + 25) + 0.00105409 * (time/4 + 25).^2 - 0.00001028 * (time/4 + 25).^3); + +p.thetay = p.thetay*(1 - 0.3126./(1 + exp(18.629 - 0.3049*(time/4 + 25)))); + +p.mbar = p.rm/(1 - (1 + p.rm)^(-p.D)); % minimum payment required per 1 of initial debt + + +% Quality of Approximation + +p.na = 75; % number of nodes for liquid assets +p.nat = 75; % number of nodes for atilde = (1 + rl)*a - delta*h +p.nl = 75; % number of nodes for liquidity +p.no = 11; % number of nodes for omega (fraction of loan outstanding) +p.nt = 5; % number of possible initial LTV +p.nh = 7; % number of nodes for housing +p.nz = 9; % points for exogenous income z +p.ne = 3; + + +% Discretize Income Process + +[zgrid, Fzz] = rouwenhorst(rhoz, sz, p.nz); +zgrid = exp(zgrid'); +p.zgrid = zgrid; + +[Fz, d] = eigs(Fzz', 1, 'largestabs'); +Fz = Fz/sum(Fz); +Fz = full(Fz); % ergodic distribution of z + +[egrid, we] = qnwnorm(p.ne, 0, se^2); +egrid = exp(egrid); +p.egrid = egrid; + + +% Discretize other state variables + +amin = -0.4; +amax = 100; +p.agrid = amin + (amax - amin)*nodeunif(p.na, 0, 1).^2; + +omin = 0; +omax = 1; +p.ogrid = omin + (omax - omin)*nodeunif(p.no, 0, 1); + +tmin = 0.25; +tmax = p.thetam; % allow to cover fixed cost +p.tgrid = tmin + (tmax - tmin)*nodeunif(p.nt, 0, 1); + +hmin = 5; % minimum house size +hmax = 40; % maximum house size +p.hgrid = hmin + (hmax - hmin)*nodeunif(p.nh, 0, 1).^1.5; + +ymin = min(p.lambdat)*zgrid(1)*egrid(1); +ymax = max(p.lambdat)*zgrid(end)*egrid(end); + +lmin = -1; % keep it reasonably negative so they know that's a bad state to find yourself in +lmax = 125; +p.lgrid = lmin + (lmax - lmin)*nodeunif(p.nl, 0, 1).^1.5; + +atmin = -p.delta(2)*hmax + (1 + p.rl)*amin; +atmax = (1 + p.rh)*amax; +p.atgrid = atmin + (atmax - atmin)*nodeunif(p.nat, 0, 1).^1.5; + + + + + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.atgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.atgrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for W functions +swr = gridmake(p.lgrid, p.zgrid); + +svht = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for computing intermediate value function (creier prajit) +svrt = gridmake(p.agrid, p.zgrid, p.egrid); + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + +ind3h = kron((1:1:p.no*p.nt*p.nh*p.nz*p.ne)', ones(p.na, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind3r = kron((1:1: p.nz*p.ne)', ones(p.na, 1)); + + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.nat*p.no*p.nt*p.nh*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.nat*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + +cmaxh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amin); % c that implies a' = amin +cmaxr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amin); + +cminh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amax); % c that implies a' = amax +cminr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amax); + +cmaxh = repmat(cmaxh, p.no*p.nt*p.nh*p.nz, 1); +cmaxr = repmat(cmaxr, p.nz, 1); + +cminh = repmat(cminh, p.no*p.nt*p.nh*p.nz, 1); +cminr = repmat(cminr, p.nz, 1); + + +% Terminal value of bequests + +rlh = 1./(1 + exp(-p.r1*(svbarh(:,1) - p.r2)))*(p.rh - p.rl) + p.rl; +rlr = 1./(1 + exp(-p.r1*(svbarr(:,1) - p.r2)))*(p.rh - p.rl) + p.rl; + +vbarh(:, p.T + 1) = p.pidelta(1)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(1)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma) + ... + p.pidelta(2)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(2)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); + +vbarr(:, p.T + 1) = p.B*(p.wbar + (1 + rlr).*svbarr(:,1)).^(1 - p.sigma)/(1 - p.sigma); + + +for t = p.T : -1 : 1 + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + At = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + [~, ~, ~, ~, vr(:,t)] = solveh(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', At, Y, znow); + + % Solve discrete choice problem of housing + + At = svh(:,1); + Y = p.lambdat(t)*svh(:,5).*svh(:,6); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat*p.no*p.nt*p.nh, 1)), p.ne, 1); % index of z in (a, omega, theta, h, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.nat*p.no*p.nt, 1)), p.nz*p.ne, 1); % index of h in (a, omega, theta, h, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.nat*p.no, 1)), p.nh*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, z, e) space for owners + + + [~, ~, ~, ~, vh(:,t)] = solveh(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', At, Y, znow, hnow, tnow); + + % We need to interpolate to calculate the expected value before the delta shocks are realized, but after the z,e shocks are realized + + Vhinterp = griddedInterpolant({p.atgrid, (1: 1:p.no*p.nt*p.nh*p.nz*p.ne)'}, reshape(vh(:, t), p.nat, p.no*p.nt*p.nh*p.nz*p.ne), intmeth, 'linear'); + Vrinterp = griddedInterpolant({p.atgrid, (1: 1: p.nz*p.ne)'}, reshape(vr(:, t), p.nat, p.nz*p.ne), intmeth, 'linear'); + + + % Compute expected value and update vbar + + % 1. Step 1: integrate delta shocks by interpolate value of home and rent (which are functions of atilde) + + vhtemp = p.pidelta(1)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(1)*svht(:, 4), ind3h) + p.pidelta(2)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(2)*svht(:, 4), ind3h); + + vrtemp = Vrinterp((1 + interest(svrt(:,1), p)).*svrt(:,1), ind3r); + + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh, Fzz}, vhtemp((i - 1)*p.na*p.no*p.nt*p.nh*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nz)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vrtemp((i - 1)*p.na*p.nz + 1 : i*p.na*p.nz)); + + end + +end + +simulate + + +switch 'table7' + +case 'table5' + + +dP = 1; +dR = 0.0175*(1 - 0.2391); + +p.P0 = 1; % old house price +p.rm0 = p.rm; % old mortgage interest rate +p.mbar0 = p.rm/(1 - (1 + p.rm)^(-p.D - 0)); % mortgage payment after modification (only applies to old mortgages) + +p.P1 = dP; % new house price +p.rm1 = ((1 + p.rm)^4 - dR)^(1/4) - 1; % interest rate on new mortgage +p.mbar1 = p.rm1/(1 - (1 + p.rm1)^(-p.D)); % payment on new mortgage + +simulate_new +understand + + +case 'table6ss' + +simulate_liquidity + + +case 'table6up' + +experiment = 1; + +dR = -0.01*(1 - 0.2391); +dP = 1; + +p.P0 = 1; % old house price +p.rm0 = p.rm; % old mortgage interest rate +p.mbar0 = p.rm/(1 - (1 + p.rm)^(-p.D - 0)); % mortgage payment after modification (only applies to old mortgages) + +p.P1 = dP; % new house price +p.rm1 = ((1 + p.rm)^4 - dR)^(1/4) - 1; % interest rate on new mortgage +p.mbar1 = p.rm1/(1 - (1 + p.rm1)^(-p.D)); % payment on new mortgage + +simulate_ganong + + +case 'table6down' + +experiment = 1; + +dR = +0.01*(1 - 0.2391); +dP = 1; + +p.P0 = 1; % old house price +p.rm0 = p.rm; % old mortgage interest rate +p.mbar0 = p.rm/(1 - (1 + p.rm)^(-p.D - 0)); % mortgage payment after modification (only applies to old mortgages) + +p.P1 = dP; % new house price +p.rm1 = ((1 + p.rm)^4 - dR)^(1/4) - 1; % interest rate on new mortgage +p.mbar1 = p.rm1/(1 - (1 + p.rm1)^(-p.D)); % payment on new mortgage + +simulate_ganong + + +case 'table7' + +simulate_taxrebate + + +end + + +%{ +return +simulate_liquidity +%simulate_taxrebate + +return + +p.P0 = 1; % old house price +p.rm0 = p.rm; % old mortgage interest rate +p.mbar0 = p.rm/(1 - (1 + p.rm)^(-p.D - 0)); % mortgage payment after modification (only applies to old mortgages) + +p.P1 = 1; % new house price +p.rm1 = ((1 + p.rm)^4 - 0.013125)^(1/4) - 1; % interest rate on new mortgage +p.mbar1 = p.rm1/(1 - (1 + p.rm1)^(-p.D)); % payment on new mortgage + +%p.rl = ((1 + p.rl)^4 - 0.013125)^(1/4) - 1; +%p.rh = ((1 + p.rh)^4 - 0.013125)^(1/4) - 1; + +p.adjustomega = (p.mbar0/p.mbar)^0; + +simulate_new +%} + diff --git a/42/replication_package/model_replication/Main nu 10/start_calibration.m b/42/replication_package/model_replication/Main nu 10/start_calibration.m new file mode 100644 index 0000000000000000000000000000000000000000..fd1d74974e62c4546116183dd31f35f87d6ecfa4 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 10/start_calibration.m @@ -0,0 +1,66 @@ +clear; +clc; + +format short g + +p.beta = 0.985479; +p.alpha = 0.670089; +p.R = 0.011320; +p.phi = 0.924232; % productivity non-market +p.F0m = 0.172698; % fixed cost of refinancing +p.B = 9.828128; % bequest motive +p.r1 = 0.302228; +p.r2 = 9.162950; +p.rh = (1 + 0.017386)^(1/4) - 1; % upper bound on liquid rate + +x = [p.beta; p.alpha; p.R; p.phi; p.F0m; p.B; p.r1; p.r2; (1 + p.rh)^4 - 1]; + +lb = [0.985; 0.64; 0.0111; 0.88; 0.14; 9.5; 0.25; 7; 0.015 ]; +ub = [0.986; 0.70; 0.0115; 0.96; 0.21; 10.3; 0.35; 11; 0.020 ]; + +ftarget = @(x) objective(x); + +%ftarget(x) +%return + +switch 'patternsearch' + + case 'fminsearch' + + disp('fminsearch') + + options = optimset('fminsearch'); + options.Display = 'iter'; + options.TolX = 1e-4; + options.MaxFunEvals = 250; + + x = fminsearchbnd(ftarget, x, lb, ub, options); + + + case 'ga' + + disp('ga') + gaoptions = gaoptimset('Display', 'off','UseParallel', 'always', 'InitialPopulation', x'); + x = ga(@(x)ftarget(x), size(x, 1), [], [], [], [], lb, ub, [], gaoptions); + + + case 'particleswarm' + + disp('particleswarm') + + options = optimoptions('particleswarm', 'Display', 'off', 'MaxTime', 10000, 'UseParallel', true, 'InitialSwarm', x', 'SwarmSize', 200); + + x = particleswarm(ftarget, numel(x), lb', ub', options); %this function complains if I give it a structure as input + + + case 'patternsearch' + disp('patternsearch') + + options = optimoptions('patternsearch','Display','off', 'UseParallel', true); + + x = patternsearch(ftarget, x, [], [], [], [], lb, ub, [], options); + +end + +x = x(:); + diff --git a/42/replication_package/model_replication/Main nu 10/start_calibration_hpc.m b/42/replication_package/model_replication/Main nu 10/start_calibration_hpc.m new file mode 100644 index 0000000000000000000000000000000000000000..c34f6d7a9d906c13d0d4ecb1369b998dbcb1989e --- /dev/null +++ b/42/replication_package/model_replication/Main nu 10/start_calibration_hpc.m @@ -0,0 +1,70 @@ +clear; +clc; + +format short g + +p.beta = 0.985465; +p.alpha = 0.710294; +p.R = 0.0113; +p.phi = 0.882502; % productivity non-market +p.F0m = 0.187551; % fixed cost of refinancing +p.B = 10.25; % bequest motive +p.r1 = 0.211624; +p.r2 = 4.3; +p.rh = (1 + 0.0164)^(1/4) - 1; % upper bound on liquid rate + + +x = [p.beta; p.alpha; p.R; p.phi; p.F0m; p.B; p.r1; p.r2; (1 + p.rh)^4 - 1]; + +lb = [0.984; 0.67; 0.0103; 0.83; 0.14; 9.7; 0.10; 2; 0.012 ]; +ub = [0.987; 0.75; 0.0123; 0.93; 0.24; 10.7; 0.35; 10; 0.021 ]; + +ftarget = @(x) objective(x); + +%ftarget(x) +%return + +switch 'fminsearch' + + case 'fminsearch' + + disp('fminsearch') + + options = optimset('fminsearch'); + options.Display = 'iter'; + options.TolX = 1e-4; + options.MaxFunEvals = 250; + + x = fminsearchbnd(ftarget, x, lb, ub, options); + + + case 'ga' + + disp('ga') + gaoptions = gaoptimset('Display', 'off','UseParallel', 'always', 'InitialPopulation', x'); + x = ga(@(x)ftarget(x), size(x, 1), [], [], [], [], lb, ub, [], gaoptions); + + + case 'particleswarm' + + disp('particleswarm') + + options = optimoptions('particleswarm', 'Display', 'off', 'MaxTime', 10000, 'UseParallel', true, 'InitialSwarm', x', 'SwarmSize', 200); + + x = particleswarm(ftarget, numel(x), lb', ub', options); %this function complains if I give it a structure as input + + + case 'patternsearch' + disp('patternsearch') + + options = optimoptions('patternsearch','Display','off', 'UseParallel', true); + + x = patternsearch(ftarget, x, [], [], [], [], lb, ub, [], options); + +end + +x = x(:) +objective(x) + +save x x; + diff --git a/42/replication_package/model_replication/Main nu 10/start_new.m b/42/replication_package/model_replication/Main nu 10/start_new.m new file mode 100644 index 0000000000000000000000000000000000000000..4f96145ed4fbc59346b585c6764602e9d0865988 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 10/start_new.m @@ -0,0 +1,135 @@ + + +p.rm = []; +p.mbar = []; + +p.rmgrid = [p.rm0; p.rm1]; +p.Pgrid = [p.P0; p.P1]; +p.mbargrid = [p.mbar0; p.mbar1]; + +p.nr = 2; % number of possible mortgage contracts + + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.atgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.atgrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid); % grid for W functions: made r state variable an index (1, 2), or else doesn't respect monotonicity +swr = gridmake(p.lgrid, p.zgrid); + +svht = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svrt = gridmake(p.agrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nr*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + +ind3h = kron((1:1:p.no*p.nt*p.nh*p.nr*p.nz*p.ne)', ones(p.na, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind3r = kron((1:1: p.nz*p.ne)', ones(p.na, 1)); + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nr*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.nat*p.no*p.nt*p.nh*p.nr*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.nat*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nr*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nr*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + +cmaxh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amin); % c that implies a' = amin +cmaxr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amin); + +cminh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amax); % c that implies a' = amax +cminr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amax); + +cmaxh = repmat(cmaxh, p.no*p.nt*p.nh*p.nr*p.nz, 1); +cmaxr = repmat(cmaxr, p.nz, 1); + +cminh = repmat(cminh, p.no*p.nt*p.nh*p.nr*p.nz, 1); +cminr = repmat(cminr, p.nz, 1); + + +% Terminal value of bequests + +rlh = interest(svbarh(:,1), p); +rlr = interest(svbarr(:,1), p); + +beqh = (1 + rlh).*svbarh(:,1) + (1 - p.Fs).*p.Pgrid(p.nr)*svbarh(:,4) - svbarh(:,2).*svbarh(:,3).*(1 + p.rmgrid(svbarh(:,5))).*p.Pgrid(svbarh(:,5)).*svbarh(:,4); +beqr = (1 + rlr).*svbarr(:,1); + +vbarh(:, p.T + 1) = p.pidelta(1)*p.B*(p.wbar + beqh - p.delta(1).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma) + ... + p.pidelta(2)*p.B*(p.wbar + beqh - p.delta(2).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); + +vbarr(:, p.T + 1) = p.B*(p.wbar + beqr).^(1 - p.sigma)/(1 - p.sigma); + +for t = p.T : -1 : 1 + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + At = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + [~, ~, ~, ~, vr(:,t)] = solveh_new(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', At, Y, znow); + + + % Solve discrete choice problem of homeowners + + At = svh(:,1); + Y = p.lambdat(t)*svh(:,6).*svh(:,7); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat*p.no*p.nt*p.nh*p.nr, 1)), p.ne, 1); % index of z in (a, omega, theta, h, r, z, e) space for owners + rnow = repmat(kron((1: 1 : p.nr)', ones(p.nat*p.no*p.nt*p.nh, 1)), p.nz*p.ne, 1); % index of r in (a, omega, theta, h, r, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.nat*p.no*p.nt, 1)), p.nr*p.nz*p.ne, 1); % index of h in (a, omega, theta, h, r, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.nat*p.no, 1)), p.nh*p.nr*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, r, z, e) space for owners + + + [~, ~, ~, ~, vh(:,t)] = solveh_new(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', At, Y, znow, hnow, tnow, rnow); + + % We need to interpolate to calculate the expected value before the delta shocks are realized, but after the z,e shocks are realized + + Vhinterp = griddedInterpolant({p.atgrid, (1: 1:p.no*p.nt*p.nh*p.nr*p.nz*p.ne)'}, reshape(vh(:, t), p.nat, p.no*p.nt*p.nh*p.nr*p.nz*p.ne), intmeth, 'linear'); + Vrinterp = griddedInterpolant({p.atgrid, (1: 1: p.nz*p.ne)'}, reshape(vr(:, t), p.nat, p.nz*p.ne), intmeth, 'linear'); + + + % Compute expected value and update vbar + + % 1. Step 1: integrate delta shocks by interpolate value of home and rent (which are functions of atilde) + + vhtemp = p.pidelta(1)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(1)*svht(:, 4), ind3h) + p.pidelta(2)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(2)*svht(:, 4), ind3h); + + vrtemp = Vrinterp((1 + interest(svrt(:,1), p)).*svrt(:,1), ind3r); + + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh*p.nr, Fzz}, vhtemp((i - 1)*p.na*p.no*p.nt*p.nh*p.nr*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nr*p.nz)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vrtemp((i - 1)*p.na*p.nz + 1 : i*p.na*p.nz)); + + end + +end + + + diff --git a/42/replication_package/model_replication/Main nu 10/understand.m b/42/replication_package/model_replication/Main nu 10/understand.m new file mode 100644 index 0000000000000000000000000000000000000000..088f1714b69ae1e54bc09c7a81ce989dfb8c7c78 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 10/understand.m @@ -0,0 +1,113 @@ +clc +%{ +ind = 558; +initage = 150; + +dVc = (squeeze(Vallcsim(ind, 4, initage, 1 : S) - Vallcsim(ind, 5, initage, 1 : S)))./squeeze(Ccsim(ind, initage, 1 : S).^(-p.sigma)); +dV = squeeze( Vallsim(ind, 4, initage, 1 : S) - Vallsim(ind, 5, initage, 1 : S))./squeeze(Csim(ind, initage, 1 : S).^(-p.sigma)); + +Pc = squeeze(Pallcsim(ind, 4, initage, 1 : S)); +P = squeeze( Pallsim(ind, 4, initage, 1 : S)); + +Ac = squeeze(Acsim(ind, initage, 1 : S)); +A = squeeze( Asim(ind, initage, 1 : S)); + +LTVc = squeeze(Thcsim(ind, initage, 1 : S).*Ocsim(ind, initage, 1 : S)); +LTV = squeeze( Thsim(ind, initage, 1 : S).* Osim(ind, initage, 1 : S)); + +Y = squeeze( Ysim(ind, initage, 1 : S)); + +Hc = squeeze( Hcsim(ind, initage, 1 : S)); +H = squeeze( Hsim(ind, initage, 1 : S)); + +Cc = squeeze( Ccsim(ind, initage, 1 : S)); +C = squeeze( Csim(ind, initage, 1 : S)); + + + +Sav = p.thetam.*H(2).*(p.mbar0 - p.mbar1); + +fprintf('\n') +fprintf('\n') +fprintf('Savings if refinance in period 2: quarterly, PV at old rm = %9.3f %9.3f \n', [Sav, Sav*(1 - (1 + p.rm0)^(-p.D))/p.rm0]); + +fprintf('\n') +fprintf('\n') +fprintf('%s %s \n', [' Date', ' Gains from Refi', ' Prob Refi', ' Liq Asst', ' LTV', ' House Size', ' Income', ' Consumption']) +fprintf('\n') +fprintf('\n') +fprintf('\t%d %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f \n', [(1 : 1 : S)', dVc, dV, Pc, P, Ac, A, LTVc, LTV, Hc, H, Y, Cc, C, ]') +fprintf('\n') +fprintf('\n') + +%} + +% People who absent utility cost would benefit from refinance + +time = 2; + +% Absent Rate Drop + +borr = Hsim(:, :, time) > 0 & Osim(:, :, time) > 0; + +good = Hsim(:, :, time) > 0 & Osim(:, :, time) > 0 & squeeze((Vallsim(:, 4, :, time) > max(Vallsim(:, [1, 2, 3, 5], :, time), [], 2)) ); + +Vother = squeeze(max(Vallsim(:, [1, 2, 3, 5], :, time), [], 2)); +Vrefi = squeeze(Vallsim(:, 4, :, time)); +Vgap = (Vrefi - Vother)./Csim(:, :, time).^(-p.sigma); +Prefi = squeeze(Pallsim(:, 4, :, time)); +Refi = squeeze(Dsim(:, :, time) == 4); + + + +% After Rate Drop + +borrc = Hcsim(:, :, time) > 0 & Ocsim(:, :, time) > 0; + +goodc = Hcsim(:, :, time) > 0 & Ocsim(:, :, time) > 0 & squeeze((Vallcsim(:, 4, :, time) > max(Vallcsim(:, [1, 2, 3, 5], :, time), [], 2)) ); + +Votherc = squeeze(max(Vallcsim(:, [1, 2, 3, 5], :, time), [], 2)); +Vrefic = squeeze(Vallcsim(:, 4, :, time)); +Vgapc = (Vrefic - Votherc)./Ccsim(:, :, time).^(-p.sigma); +Prefic = squeeze(Pallcsim(:, 4, :, time)); +Refic = squeeze(Dcsim(:, :, time) == 4); + + +fprintf('\n') +fprintf('\n') +fprintf('Table 5 \n') + +fprintf('\n') +fprintf('A. Refinancing in Steady State \n') +fprintf('\n') +fprintf('monetary cost of refinancing, 2016 USD = %9.0f \n', p.F0m*12896); +fprintf('fraction who would refinance absent utility cost = %9.2f \n', sum(good(:))/sum(borr(:))); +fprintf('average welfare gains from refinancing, 2016 USD = %9.0f \n', mean(Vgap(good))*12896 ); +fprintf('fraction who refinance = %9.2f \n', mean(Refi(borr)) ); + + +fprintf('\n') +fprintf('B. Refinancing After Decline in Mortgage Rate \n') +fprintf('\n') +fprintf('decline in pre-tax mortgage rate = %9.2f \n', dR/(1 - 0.2391)*100); +fprintf('\n') + +fprintf('fraction who would refinance absent utility cost = %9.2f \n', sum(goodc(:))/sum(borrc(:))); +fprintf('average welfare gains from refinancing, 2016 USD = %9.0f \n', mean(Vgapc(goodc))*12896); +%fprintf('Proportion of those that benefit who refinance = %9.2f \n', mean(Refic(goodc))); + + + +% Naive measure of benefit from refinancing: +% Is PV of savings (discounted at old rate) above the cost of borrowing + +PVgains = Osim(:,:, time).*Thsim(:, :, time).*Hsim(:, :, time).*((p.mbar0 - p.mbar1)*(1 - (1 + p.rm0)^(-p.D))/p.rm0 - p.F1m) - p.F0m; + +goodc = PVgains > 0; +fprintf('\n') + +fprintf('fraction with positive savings from refinancing = %9.2f\n', sum(goodc(:))/sum(borrc(:))); +fprintf('average savings from refinancing, 2016 USD = %9.0f\n', mean(PVgains(goodc))*12896); +fprintf('\n') + +fprintf('fraction who refinance = %9.2f\n', mean(Refic(borrc))); diff --git a/42/replication_package/model_replication/Main nu 10/vec.m b/42/replication_package/model_replication/Main nu 10/vec.m new file mode 100644 index 0000000000000000000000000000000000000000..b979fb42e34c27aebf07fa2dc3437ae650f79efe --- /dev/null +++ b/42/replication_package/model_replication/Main nu 10/vec.m @@ -0,0 +1,3 @@ +function y = vec(x) + +y = x(:); \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 10/wfunc.m b/42/replication_package/model_replication/Main nu 10/wfunc.m new file mode 100644 index 0000000000000000000000000000000000000000..2d3afefcae58a2425a33b17cdea93a89c5e726df --- /dev/null +++ b/42/replication_package/model_replication/Main nu 10/wfunc.m @@ -0,0 +1,19 @@ +function v = wfunc(c, s, ind2, EV, p, type) + + +[~, aprime] = savings(c, s, p, type); + + +if strcmp(type, 'h') + +v = c.^(1 - p.sigma)/(1 - p.sigma) + p.alpha*s(:,4).^(1 - p.sigma)/(1 - p.sigma) - ... + p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*c.^(-p.sigma*(1 + 1/p.gamma)) + p.beta*EV(aprime, ind2); + +else + +v = (1 + p.alpha^(1/p.sigma)*p.R^(1 - 1/p.sigma))*c.^(1 - p.sigma)/(1 - p.sigma) - ... + p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*c.^(-p.sigma*(1 + 1/p.gamma)) + p.beta*EV(aprime, ind2); + +end + + diff --git a/42/replication_package/model_replication/Main nu 10/wprctile.m b/42/replication_package/model_replication/Main nu 10/wprctile.m new file mode 100644 index 0000000000000000000000000000000000000000..10cd9b35a60450821315b9d60706a9048a8806e5 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 10/wprctile.m @@ -0,0 +1,195 @@ +function y = wprctile(X,p,varargin) +%WPRCTILE Returns weighted percentiles of a sample with six algorithms. +% The idea is to give more emphasis in some examples of data as compared to +% others by giving more weight. For example, we could give lower weights to +% the outliers. The motivation to write this function is to compute percentiles +% for Monte Carlo simulations where some simulations are very bad (in terms of +% goodness of fit between simulated and actual value) than the others and to +% give the lower weights based on some goodness of fit criteria. +% +% USAGE: +% y = WPRCTILE(X,p) +% y = WPRCTILE(X,p,w) +% y = WPRCTILE(X,p,w,type) +% +% INPUT: +% X - vector or matrix of the sample data +% p - scalar or a vector of percent values between 0 and 100 +% +% w - positive weight vector for the sample data. Length of w must be +% equal to either number of rows or columns of X. If X is matrix, same +% weight vector w is used for all columns (DIM=1)or for all rows +% (DIM=2). If the weights are equal, then WPRCTILE is same as PRCTILE. +% +% type - an integer between 4 and 9 selecting one of the 6 quantile algorithms. +% Type 4: p(k) = k/n. That is, linear interpolation of the empirical cdf. +% Type 5: p(k) = (k-0.5)/n. That is a piecewise linear function where +% the knots are the values midway through the steps of the +% empirical cdf. This is popular amongst hydrologists. (default) +% PRCTILE also uses this formula. +% Type 6: p(k) = k/(n+1). Thus p(k) = E[F(x[k])]. +% This is used by Minitab and by SPSS. +% Type 7: p(k) = (k-1)/(n-1). In this case, p(k) = mode[F(x[k])]. +% This is used by S. +% Type 8: p(k) = (k-1/3)/(n+1/3). Then p(k) =~ median[F(x[k])]. +% The resulting quantile estimates are approximately +% median-unbiased regardless of the distribution of x. +% Type 9: p(k) = (k-3/8)/(n+1/4). The resulting quantile estimates are +% approximately unbiased for the expected order statistics +% if x is normally distributed. +% +% Interpolating between the points pk and X(k) gives the sample +% quantile. Here pk is plotting position and X(k) is order statistics of +% x such that x(k)< x(k+1) < x(k+2)... +% +% OUTPUT: +% y - percentiles of the values in X +% When X is a vector, y is the same size as p, and y(i) contains the +% P(i)-th percentile. +% When X is a matrix, WPRCTILE calculates percentiles along dimension DIM +% which is based on: if size(X,1) == length(w), DIM = 1; +% elseif size(X,2) == length(w), DIM = 2; +% +% EXAMPLES: +% w = rand(1000,1); +% y = wprctile(x,[2.5 25 50 75 97.5],w,5); +% % here if the size of x is 1000-by-50, then y will be size of 6-by-50 +% % if x is 50-by-1000, then y will be of the size of 50-by-6 +% +% Please note that this version of WPRCTILE will not work with NaNs values and +% planned to update in near future to handle NaNs values as missing values. +% +% References: Rob J. Hyndman and Yanan Fan, 1996, Sample Quantiles in Statistical +% Package, The American Statistician, 50, 4. +% +% HISTORY: +% version 1.0.0, Release 2007/10/16: Initial release +% version 1.1.0, Release 2008/04/02: Implementation of other 5 algorithms and +% other minor improvements of code +% +% +% I appreciate the bug reports and suggestions. +% See also: PRCTILE (Statistical Toolbox) + +% Author: Durga Lal Shrestha +% UNESCO-IHE Institute for Water Education, Delft, The Netherlands +% eMail: durgals@hotmail.com +% Website: http://www.hi.ihe.nl/durgalal/index.htm +% Copyright 2004-2007 Durga Lal Shrestha. +% $First created: 16-Oct-2007 +% $Revision: 1.1.0 $ $Date: 02-Apr-2008 13:40:29 $ + +% *********************************************************************** + +%% Input arguments check + +% error(nargchk(2,4,nargin)) +% if ~isvector(p) || numel(p) == 0 +% error('wprctile:BadPercents', ... +% 'P must be a scalar or a non-empty vector.'); +% elseif any(p < 0 | p > 100) || ~isreal(p) +% error('wprctile:BadPercents', ... +% 'P must take real values between 0 and 100'); +% end +% if ndims(X)>2 +% error('wprctile:InvalidNumberofDimensions','X Must be 2D.') +% end + + +% Default weight vector +if isvector(X) + w = ones(length(X),1); +else + w = ones(size(X,1),1); % works as dimension 1 +end +type = 5; + +if nargin > 2 + if ~isempty(varargin{1}) + w = varargin{1}; % weight vector + end + if nargin >3 + type = varargin{2}; % type to compute quantile + end +end + +if ~isvector(w)|| any(w<0) + error('wprctile:InvalidWeight', ... + 'w must vecor and values should be greater than 0'); +end + +% Check if there are NaN in any of the input +nans = isnan(X); +if any(nans(:)) || any(isnan(p))|| any(isnan(w)) + error('wprctile:NaNsInput',['This version of WPRCTILE will not work with ' ... + 'NaNs values in any input and planned to update in near future to ' ... + 'handle NaNs values as missing values.']); +end +%% Figure out which dimension WPRCTILE will work along using weight vector w + +n = length(w); +[nrows, ncols] = size(X); +if nrows==n + dim = 1; +elseif ncols==n + dim = 2; +else + error('wprctile:InvalidDimension', ... + 'length of w must be equal to either number of rows or columns of X'); +end + +%% Work along DIM = 1 i.e. columswise, convert back later if needed using tflag + +tflag = false; % flag to note transpose +if dim==2 + X = X'; + tflag = true; +end +ncols = size(X,2); +np = length(p); +y = zeros(np,ncols); + +% Change w to column vector +w = w(:); + +% normalise weight vector such that sum of the weight vector equals to n +w = w*n/sum(w); + +%% Work on each column separately because of weight vector + +for i=1:ncols + [sortedX, ind] = sort(X(:,i)); % sort the data + sortedW = w(ind); % rearrange the weight according to ind + k = cumsum(sortedW); % cumulative weight + switch type % different algorithm to compute percentile + case 4 + pk = k/n; + case 5 + pk = (k-sortedW/2)/n; + case 6 + pk = k/(n+1); + case 7 + pk = (k-sortedW)/(n-1); + case 8 + pk = (k-sortedW/3)/(n+1/3); + case 9 + pk = (k-sortedW*3/8)/(n+1/4); + otherwise + error('wprctile:InvalidType', ... + 'Integer to select one of the six quantile algorithm should be between 4 to 9.') + end + + % to avoid NaN for outside the range, the minimum or maximum values in X are + % assigned to percentiles for percent values outside that range. + q = [0;pk;1]; + xx = [sortedX(1); sortedX; sortedX(end)]; + + % Interpolation between q and xx for given value of p + y(:,i) = interp1q(q,xx,p(:)./100); +end + +%% Transpose data back for DIM = 2 to the orginal dimension of X +% if p is row vector and X is vector then return y as row vector +if tflag || (min(size(X))==1 && size(p,1)==1) + y=y'; +end \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 2016/binned_plot.m b/42/replication_package/model_replication/Main nu 3 2016/binned_plot.m new file mode 100644 index 0000000000000000000000000000000000000000..20128809df75feb0ca5e47ce1bce4356c78f3d5a --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 2016/binned_plot.m @@ -0,0 +1,283 @@ + +function [x_med_out,y_med,y_low,y_high] = binned_plot(x,y,varargin) +% BINNED_PLOT binned scatter plot +% +% BINNED_PLOT(X,Y) splits vector X into bins of aproximately equal size, +% and plots each median against the median of the corresponding Y-values, +% as well as their inter-quartile range. X and Y must have the same +% number of rows or columns. +% +% BINNED_PLOT(X,Y,NUM_BINS) also specifies the (maximum) number of bins. +% +% +% [X_MED,Y_MED,Y_LOW,Y_HIGH] = BINNED_PLOT(...) returns the median of the +% X-bin, the median, lower and upper quartile of the corresponding Y-values +% +% Additional properties can be set as attribute-value pairs: +% - 'y_range' : specifies the width of the Y-band (range 0 .. 0.5; +% e.g., 0.5 plots the range between maxima and minima); +% default: 0.25 +% - 'y_mean_std' : plot means and standard deviations instead of medians +% and quartiles ['on','off'] +% - 'style' : plotting style (same options as in plot command) +% - 'density' : transparency corresponds to the number of points in +% the shaded area ['on','off'] +% - 'transparency' : transparency of filled range (for non-density plots) +% - 'transparency_min': minimum transparency of filled range (for density plots) +% - 'transparency_max': maximum transparency of filled range (for density plots) +% +% +% Example: +% x=0:0.1:20; +% y=[sin(x); cos(x)] + randn(2,201); +% binned_plot(x,y) +% + +% Stefan Schroedl +% 04/07/2008 + +optargin = size(varargin,2); +stdargin = nargin - optargin; + +if (stdargin<2) + error('at least two arguments required') +end + + +% defaults for optional arguments +num_bins = []; +y_range = []; +style = []; +y_mean_std = 0; +transparency = 0.1; +transparency_max = 0.6; +transparency_min = 0.1; +density_transparency = 0; + +% parse optional arguments +i=1; +while (i <= optargin) + if (i==1 && isnumeric(varargin{i})) + num_bins = varargin{i}; % interpret as number of bins + i = i + 1; + elseif (strcmp(varargin{i},'style') && i < optargin) + style = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'y_range') && i < optargin) + y_range = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'transparency') && i < optargin) + transparency = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'transparency_max') && i < optargin) + transparency_max = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'transparency_min') && i < optargin) + transparency_min = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'y_mean_std') && i < optargin) + if (strcmp(varargin{i+1},'on')) + y_mean_std = 1; + elseif (strcmp(varargin{i+1},'off')) + y_mean_std = 0; + else + error('unrecognized option for y_mean_std, should be [on/off]'); + end + i = i + 2; + elseif (strcmp(varargin{i},'density') && i < optargin) + if (strcmp(varargin{i+1},'on')) + density_transparency = 1; + elseif (strcmp(varargin{i+1},'off')) + density_transparency = 0; + else + error('unrecognized option for density, should be [on/off]'); + end + i = i + 2; + elseif (ischar(varargin{i})) + error('unrecognized attribute: %s', varargin{i}); + else + error('at most three arguments expected'); + end +end + +if (transparency_min >= transparency_max) + error('transparency_min should be smaller than transparency_max'); +end + +% determine input matrix sizes +[nx,mx] = size(x); +[ny,my] = size(y); + +if nx > 1 && mx > 1 + error('first argument must be a vector'); +end + +% adjust matrices to be column vectors + +if mx>1 + % transpose + x = x(:); + nx = mx; + mx = 1; +end + +if my == nx + % transpose + y = y'; + [ny,my] = size(y); +else + if ny ~= nx + error('first and second arguments must have either same number of rows or columns'); + end +end + + +if isempty(num_bins) + num_bins = max( min(length(x),3), floor(sqrt(length(x)-1))-1); % default heuristic for number of bins +else if ~isnumeric(num_bins) + db error('third argument num_bins must be numeric'); + end +end + +if isempty(y_range) + y_range = 0.25; % default: quartile +end + +if isempty(style) + style = ''; % no style specified +end + +% determine colors and markers +colors = repmat('b',1,my); +noColSpec = cell(1,my); +for i=1:my + [colors(i),noColSpec{i}] = getColorSpec(style,i); +end + +% x quantiles +qvals = 0:(1/num_bins):(1-1/num_bins); +x_quant = quantile(x,[qvals 1]); + +% remove identical bins +x_quant = sort(unique(x_quant)); + +% due to interpolation, some bins can still be empty +x_quant2 = x_quant; +x_quant = x_quant(1); +count_bin = length(find(x>x_quant2(1))); +for i=2:length(x_quant2) + count_bin2 = length(find(x>x_quant2(i))); + if count_bin2 ~= count_bin + x_quant = [x_quant x_quant2(i)]; + end + count_bin = count_bin2; +end + +% preallocate outputs +x_med = zeros(length(x_quant)-1,1); +y_med = zeros(length(x_quant)-1,my); +y_low = zeros(length(x_quant)-1,my); +y_high = zeros(length(x_quant)-1,my); + +% desired y range + +for i = 1:length(x_quant)-1 + idx = x >= x_quant(i) & (x < x_quant(i+1)); + if (~y_mean_std) + + q = quantile(y(idx,:),[0.5-y_range 0.5 0.5 + y_range]); + % hack for quantile output dim + if my == 1 + q = q'; + end + y_low(i,:) = q(1,:); + y_med(i,:) = q(2,:); + y_high(i,:) = q(3,:); + x_med(i) = median(x(idx)); + else + % use mean and std dev + m = mean(y(idx,:)); + s = std(y(idx,:)); + y_med(i,:) = m; + y_low(i,:) = m-s; + y_high(i,:) = m+s; + x_med(i) = mean(x(idx)); + end +end + +if (nargout == 0) + hold_mode = ishold; + x_min = x_quant(1); + x_max = x_quant(end); + for i=1:my + inner_spec = strcat(colors(i), noColSpec{i}); + + if(~density_transparency) + % fill between quartiles + xpoints=[x_min; x_med; x_max; x_max; flipud(x_med); x_min ]; + ypoints=[y_high([ 1 1:end end],i); flipud(y_low([1 1:end end],i)) ]; + fillhandle=fill(xpoints,ypoints,colors(i)); + set(fillhandle,'EdgeColor',colors(i),'FaceAlpha',transparency,'EdgeAlpha',transparency); %set transparency + else + % precompute trapezoids, areas + xpoints = zeros(4,length(x_med)+1); + ypoints = zeros(4,length(x_med)+1); + area_fill = zeros(1,length(x_med)+1); + + xpoints(:,1) = [x_min; x_med(1); x_med(1); x_min]; + ypoints(:,1) = [y_high(1,i); y_high(1,i); y_low(1,i); y_low(1,i)]; + area_fill(1) = (xpoints(2,1)-xpoints(1,1))*(ypoints(1,1)-ypoints(4,1)+ypoints(2,1)-ypoints(3,1))/2; + + for j=1:(length(x_med)-1) + xpoints(:,j+1) = [x_med(j); x_med(j+1); x_med(j+1); x_med(j)]; + ypoints(:,j+1) = [y_high(j,i); y_high(j+1,i); y_low(j+1,i); y_low(j,i)]; + area_fill(j+1) = (xpoints(2,j+1)-xpoints(1,j+1))*(ypoints(1,j+1)-ypoints(4,j+1)+ypoints(2,j+1)-ypoints(3,j+1))/2; + end + + xpoints(:,end) = [x_med(end); x_max; x_max; x_med(end)]; + ypoints(:,end) = [y_high(end,i); y_high(end,i); y_low(end,i); y_low(end,i)]; + area_fill(end) = (xpoints(2,end)-xpoints(1,end))*(ypoints(1,end)-ypoints(4,end)+ypoints(2,end)-ypoints(3,end))/2; + + area_max = max(area_fill); + area_min = min(area_fill); + area_range = area_max - area_min; + if (area_range == 0) + area_range = 1; + end + transparency_range = transparency_max - transparency_min; + % scale transparency according to density (i.e., inversely + % proportional to trapezoid area) + transp_mod = transparency_max - (area_fill - area_min) .* transparency_range ./ area_range; + for j=1:(length(x_med)+1) + fillhandle=fill(xpoints(:,j),ypoints(:,j),colors(i),'LineStyle','none'); + hold on; + set(fillhandle,'EdgeColor',colors(i),'FaceAlpha',transp_mod(j),'EdgeAlpha',transp_mod(j)); % set transparency + end + end + % plot median line + hold on; + plot(x_med,y_med(:,i),inner_spec); + end + + % restore old hold mode + if hold_mode == 0 + hold off; + end +else + x_med_out = x_med; +end + +% auxiliary function to retrieve color specification (if any) and remainder +function [color,noColSpec] = getColorSpec(s,i) +colors = 'bgrcmykw'; +color=colors(mod(i-1,8) + 1); % default color cycle +noColSpec = '-'; % default line style +if (~isempty(s)) + idx=ismember(s,colors); + if any(~idx) + noColSpec=s(~idx); + end + if any(idx) + color=s(idx(1)); + end +end diff --git a/42/replication_package/model_replication/Main nu 3 2016/findtransfer.m b/42/replication_package/model_replication/Main nu 3 2016/findtransfer.m new file mode 100644 index 0000000000000000000000000000000000000000..6d6ddcbdd81c2105defa6003af3228d601bcdce8 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 2016/findtransfer.m @@ -0,0 +1,4 @@ +function y = findtransfer(a, rhs, p) + + +y = (1 + interest(a, p)).*a - rhs; \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 2016/fminsearchbnd.m b/42/replication_package/model_replication/Main nu 3 2016/fminsearchbnd.m new file mode 100644 index 0000000000000000000000000000000000000000..0448eae0f278145737a4c58ef211062d09896afc --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 2016/fminsearchbnd.m @@ -0,0 +1,307 @@ +function [x,fval,exitflag,output] = fminsearchbnd(fun,x0,LB,UB,options,varargin) +% FMINSEARCHBND: FMINSEARCH, but with bound constraints by transformation +% usage: x=FMINSEARCHBND(fun,x0) +% usage: x=FMINSEARCHBND(fun,x0,LB) +% usage: x=FMINSEARCHBND(fun,x0,LB,UB) +% usage: x=FMINSEARCHBND(fun,x0,LB,UB,options) +% usage: x=FMINSEARCHBND(fun,x0,LB,UB,options,p1,p2,...) +% usage: [x,fval,exitflag,output]=FMINSEARCHBND(fun,x0,...) +% +% arguments: +% fun, x0, options - see the help for FMINSEARCH +% +% LB - lower bound vector or array, must be the same size as x0 +% +% If no lower bounds exist for one of the variables, then +% supply -inf for that variable. +% +% If no lower bounds at all, then LB may be left empty. +% +% Variables may be fixed in value by setting the corresponding +% lower and upper bounds to exactly the same value. +% +% UB - upper bound vector or array, must be the same size as x0 +% +% If no upper bounds exist for one of the variables, then +% supply +inf for that variable. +% +% If no upper bounds at all, then UB may be left empty. +% +% Variables may be fixed in value by setting the corresponding +% lower and upper bounds to exactly the same value. +% +% Notes: +% +% If options is supplied, then TolX will apply to the transformed +% variables. All other FMINSEARCH parameters should be unaffected. +% +% Variables which are constrained by both a lower and an upper +% bound will use a sin transformation. Those constrained by +% only a lower or an upper bound will use a quadratic +% transformation, and unconstrained variables will be left alone. +% +% Variables may be fixed by setting their respective bounds equal. +% In this case, the problem will be reduced in size for FMINSEARCH. +% +% The bounds are inclusive inequalities, which admit the +% boundary values themselves, but will not permit ANY function +% evaluations outside the bounds. These constraints are strictly +% followed. +% +% If your problem has an EXCLUSIVE (strict) constraint which will +% not admit evaluation at the bound itself, then you must provide +% a slightly offset bound. An example of this is a function which +% contains the log of one of its parameters. If you constrain the +% variable to have a lower bound of zero, then FMINSEARCHBND may +% try to evaluate the function exactly at zero. +% +% +% Example usage: +% rosen = @(x) (1-x(1)).^2 + 105*(x(2)-x(1).^2).^2; +% +% fminsearch(rosen,[3 3]) % unconstrained +% ans = +% 1.0000 1.0000 +% +% fminsearchbnd(rosen,[3 3],[2 2],[]) % constrained +% ans = +% 2.0000 4.0000 +% +% See test_main.m for other examples of use. +% +% +% See also: fminsearch, fminspleas +% +% +% Author: John D'Errico +% E-mail: woodchips@rochester.rr.com +% Release: 4 +% Release date: 7/23/06 + +% size checks +xsize = size(x0); +x0 = x0(:); +n=length(x0); + +if (nargin<3) || isempty(LB) + LB = repmat(-inf,n,1); +else + LB = LB(:); +end +if (nargin<4) || isempty(UB) + UB = repmat(inf,n,1); +else + UB = UB(:); +end + +if (n~=length(LB)) || (n~=length(UB)) + error 'x0 is incompatible in size with either LB or UB.' +end + +% set default options if necessary +if (nargin<5) || isempty(options) + options = optimset('fminsearch'); +end + +% stuff into a struct to pass around +params.args = varargin; +params.LB = LB; +params.UB = UB; +params.fun = fun; +params.n = n; +% note that the number of parameters may actually vary if +% a user has chosen to fix one or more parameters +params.xsize = xsize; +params.OutputFcn = []; + +% 0 --> unconstrained variable +% 1 --> lower bound only +% 2 --> upper bound only +% 3 --> dual finite bounds +% 4 --> fixed variable +params.BoundClass = zeros(n,1); +for i=1:n + k = isfinite(LB(i)) + 2*isfinite(UB(i)); + params.BoundClass(i) = k; + if (k==3) && (LB(i)==UB(i)) + params.BoundClass(i) = 4; + end +end + +% transform starting values into their unconstrained +% surrogates. Check for infeasible starting guesses. +x0u = x0; +k=1; +for i = 1:n + switch params.BoundClass(i) + case 1 + % lower bound only + if x0(i)<=LB(i) + % infeasible starting value. Use bound. + x0u(k) = 0; + else + x0u(k) = sqrt(x0(i) - LB(i)); + end + + % increment k + k=k+1; + case 2 + % upper bound only + if x0(i)>=UB(i) + % infeasible starting value. use bound. + x0u(k) = 0; + else + x0u(k) = sqrt(UB(i) - x0(i)); + end + + % increment k + k=k+1; + case 3 + % lower and upper bounds + if x0(i)<=LB(i) + % infeasible starting value + x0u(k) = -pi/2; + elseif x0(i)>=UB(i) + % infeasible starting value + x0u(k) = pi/2; + else + x0u(k) = 2*(x0(i) - LB(i))/(UB(i)-LB(i)) - 1; + % shift by 2*pi to avoid problems at zero in fminsearch + % otherwise, the initial simplex is vanishingly small + x0u(k) = 2*pi+asin(max(-1,min(1,x0u(k)))); + end + + % increment k + k=k+1; + case 0 + % unconstrained variable. x0u(i) is set. + x0u(k) = x0(i); + + % increment k + k=k+1; + case 4 + % fixed variable. drop it before fminsearch sees it. + % k is not incremented for this variable. + end + +end +% if any of the unknowns were fixed, then we need to shorten +% x0u now. +if k<=n + x0u(k:n) = []; +end + +% were all the variables fixed? +if isempty(x0u) + % All variables were fixed. quit immediately, setting the + % appropriate parameters, then return. + + % undo the variable transformations into the original space + x = xtransform(x0u,params); + + % final reshape + x = reshape(x,xsize); + + % stuff fval with the final value + fval = feval(params.fun,x,params.args{:}); + + % fminsearchbnd was not called + exitflag = 0; + + output.iterations = 0; + output.funcCount = 1; + output.algorithm = 'fminsearch'; + output.message = 'All variables were held fixed by the applied bounds'; + + % return with no call at all to fminsearch + return +end + +% Check for an outputfcn. If there is any, then substitute my +% own wrapper function. +if ~isempty(options.OutputFcn) + params.OutputFcn = options.OutputFcn; + options.OutputFcn = @outfun_wrapper; +end + +% now we can call fminsearch, but with our own +% intra-objective function. +[xu,fval,exitflag,output] = fminsearch(@intrafun,x0u,options,params); + +% undo the variable transformations into the original space +x = xtransform(xu,params); + +% final reshape to make sure the result has the proper shape +x = reshape(x,xsize); + +% Use a nested function as the OutputFcn wrapper + function stop = outfun_wrapper(x,varargin); + % we need to transform x first + xtrans = xtransform(x,params); + + % then call the user supplied OutputFcn + stop = params.OutputFcn(xtrans,varargin{1:(end-1)}); + + end + +end % mainline end + +% ====================================== +% ========= begin subfunctions ========= +% ====================================== +function fval = intrafun(x,params) +% transform variables, then call original function + +% transform +xtrans = xtransform(x,params); + +% and call fun +fval = feval(params.fun,reshape(xtrans,params.xsize),params.args{:}); + +end % sub function intrafun end + +% ====================================== +function xtrans = xtransform(x,params) +% converts unconstrained variables into their original domains + +xtrans = zeros(params.xsize); +% k allows some variables to be fixed, thus dropped from the +% optimization. +k=1; +for i = 1:params.n + switch params.BoundClass(i) + case 1 + % lower bound only + xtrans(i) = params.LB(i) + x(k).^2; + + k=k+1; + case 2 + % upper bound only + xtrans(i) = params.UB(i) - x(k).^2; + + k=k+1; + case 3 + % lower and upper bounds + xtrans(i) = (sin(x(k))+1)/2; + xtrans(i) = xtrans(i)*(params.UB(i) - params.LB(i)) + params.LB(i); + % just in case of any floating point problems + xtrans(i) = max(params.LB(i),min(params.UB(i),xtrans(i))); + + k=k+1; + case 4 + % fixed variable, bounds are equal, set it at either bound + xtrans(i) = params.LB(i); + case 0 + % unconstrained variable. + xtrans(i) = x(k); + + k=k+1; + end +end + +end % sub function xtransform end + + + + + diff --git a/42/replication_package/model_replication/Main nu 3 2016/interest.m b/42/replication_package/model_replication/Main nu 3 2016/interest.m new file mode 100644 index 0000000000000000000000000000000000000000..a803c11bf639587df429cae019dec0baa5772085 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 2016/interest.m @@ -0,0 +1,4 @@ +function rl = interest(A, p) + +rl = 1./(1 + exp(-p.r1*(A - p.r2)))*(p.rh - p.rl) + p.rl; + diff --git a/42/replication_package/model_replication/Main nu 3 2016/kronm.m b/42/replication_package/model_replication/Main nu 3 2016/kronm.m new file mode 100644 index 0000000000000000000000000000000000000000..37c3ef55e11a041e1c9332397e1f90c086a49983 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 2016/kronm.m @@ -0,0 +1,113 @@ +function x = kronm(Q,x) + +% Fast Kronecker matrix multiplication, for both full and sparse matrices +% of any size. Never computes the actual Kronecker matrix and omits +% multiplication by identity matrices. +% y = kronm(Q,x) computes +% y = (Q{k} kron ... Q{2} kron Q{1})*x +% If Q contains only two matrices and x is a vector, the code uses the +% identity +% ( Q{2} kron Q{1} )*vec(X) = vec(Q{1}*X*Q{2}'), +% where vec(X)=x. If Q contains more than two matrices and/or if x has more +% than one column, the algorithm uses a generalized form of this identity. +% The idea of the algorithm is to see x as a multi-dimensional array and to +% apply the linear maps Q{i} separately for each dimension i. If Q contains +% just one matrix, the function returns the regular matrix product Q{1}*x. +% +% Inputs: +% Q: 1-by-k cell array containing k matrices of arbitrary size +% (can be sparse). Denote by R(i) the number of rows of Q{i}, and +% by C(i) the number of columns. Alternatively, Q{i} may also be +% a scalar qi. This is interpreted as the qi-by-qi identity +% matrix. Hand over identity matrices in this fashion for optimal +% performance. +% x: Matrix of size CC-by-m, where CC=C(1)*...*C(k). +% +% Output: Matrix of size RR-by-m, where RR=R(1)*...*R(k). +% +% +% Example: +% R = [60, 30, 20]; % Number of rows for matrices Q{1},Q{2},Q{3}. +% C = [55, 25, 15]; % Number of columns of matrices Q{i}. +% m = 5; % Number of columns of x. +% Q = cell(1,length(R)); % Create cell with sparse random matrices +% for i=1:length(R) % of density 0.05. +% Q{i} = sprand(R(i),C(i),0.05); +% end +% x = rand(prod(C),m); % Random matrix x with C(1)*C(2)*C(3) rows. +% y = kron(Q{3},kron(Q{2},Q{1}))*x; +% % Matlab's Kronecker multiplication... +% yy= kronm(Q,x); % and kronm... +% norm(y-yy) % ... give the same result up to +% % computational error. +% +% +% Version: 6-Oct-2015 +% Author: Matthias Kredler (Universidad Carlos III de Madrid) +% mkredler@eco.uc3m.es +% Acknowledgement: +% This code follows the same idea as 'kronmult' by Paul G. Constantine & +% David F. Gleich (Stanford, 2009). However, I avoid loops and allow for +% non-square inputs Q{i}. I have also included the special treatment for +% identity matrices. + +m = size(x,2); % Obtain number of columns in input. +k = length(Q); % Number of matrices in Q. +R = zeros(1,k); % Vector for number of rows of, +C = zeros(1,k); % Q-matrices and for number of columns. +comp = true(1,k); % Check if we have to multiply by Q{i}. +for i=1:k + if isscalar(Q{i}) % If input Q{i} is a scalar, don't + comp(i) = false; % have to multiply in this dimension. + R(i) = Q{i}; % Read in number of rows and columns. + C(i) = Q{i}; + else % Otherwise, read out size of the + [R(i),C(i)] = size(Q{i}); % matrix. + end +end + +xsiz = [C,m]; % Will constantly change dimension of x. + % xsiz is the current size, when x is + % reshaped to array of dim. + % C(1),C(2),...,C(k),m. + +if comp(1) % Start with first Kronecker product, + x = Q{1}*reshape(x,[C(1),prod(xsiz)/C(1)]); + % leave out if Q{i} is identity. + xsiz(1) = R(1); % Replace size of dimension 1. +end % (Don't do this in loop below --> save + % time on reshapes and permutes) +if k>1 && m==1 % If Q has just one element, we're done. + if comp(k) % If x was a column vector, do the last + x = reshape(x,[prod(xsiz)/C(k),C(k)]) *Q{k}' ; + xsiz(k) = R(k); % Kronecker product by matrix + end % post-multiplication to save time on + % reshapes and permutes. + loopTo = k-1; % Will only have to loop up to + % dimension k-1 below. +else % If x is a matrix, have to loop over + loopTo = k; % all dimensions. +end + +if k>2 || m>1 % Now loop over remaining dimensions, + x = reshape(x,xsiz); % inf any. Reshape x into an array of + for i=2:loopTo % dimension R(1),C(2),...,C(k)or R(k),m. + if comp(i) % If Q{i} is not identity: Create + dims = 1:k+1; % vector to re-shuffle dimensions. + dims(i) = []; % Put dimension i first (by permute), + dims = [i, dims]; %#ok % e.g. order [2,1,3,4,5] + % for i=2 and k=4. Turn off Matlab's + % warning for size change. + Xmat = reshape( permute(x,dims), [C(i), prod(xsiz)/C(i)] ); + % Then bring array into matrix with + Xmat = Q{i}*Xmat; % N(i) rows, ex: N(2)-by-N(1)*N(3)*... + % *N(4)*m and multiply by Q{i}. + xsiz(i) = R(i); % Changed dimensionality of x. + x = ipermute( reshape(Xmat,[R(i), xsiz(dims(2:k+1))]), dims ); + end % Reshape back to array, ex: to dim. + end % N(2),N(1),N(3),N(4),m, and inverse- + % permute to go back to orginal array, +end % ex: dim. N(1),N(2),N(3),N(4),m. + +x = reshape(x,[prod(R),m]); % Then give back result as matrix. + diff --git a/42/replication_package/model_replication/Main nu 3 2016/lookup1.m b/42/replication_package/model_replication/Main nu 3 2016/lookup1.m new file mode 100644 index 0000000000000000000000000000000000000000..b1505d4dd7ab85ad6022be69430658f336d97116 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 2016/lookup1.m @@ -0,0 +1,71 @@ +% LOOKUP Performs a table lookup. +% USAGE +% ind=lookup(tabvals,x,endadj); +% INPUTS +% tabvals : a sorted vector of n values +% x : an array of values +% endadj : a optional endpoint adjustment: 0, 1, 2 or 3. +% OUTPUT +% ind : an array (same size as x) of indices from 1 to n +% +% Returns an array of size(x) with element (i,j) equal to +% max k: x(i,j)>=tabvals(k) +% +% Optional endpoint adjustments: +% 0: no adjustments +% 1: values of x < min(tabvals) will return +% length(tabvals=tabvals(1)) +% 2: values of x > max(tabvals) will return +% m-length(tabvals=tabvals(end)) +% 3: adjustments 1 and 2 will be performed +% +% With endadj=3 all the indices are between 1 and n-1 +% To find the nearest table value to each x use: +% ind = lookup(tabvals,x,3); +% ind = ind + (x-tabvals(ind) > tabvals(ind+1)-x); +% nearest = tabvals(ind); +% +% Coded in C. + +% Copyright (c) 1997-2000, Paul L. Fackler & Mario J. Miranda +% paul_fackler@ncsu.edu, miranda.4@osu.edu + +function ind=lookup(tabvals,x,endadj); + +global CompEcon_MEXwarned + +if isempty(CompEcon_MEXwarned) + disp('Warning: You are using the m-file version of a function that is coded as a C Mex file.') + disp(' Running this M file version may be significantly slower and more memory intensive.') + disp(' Use MEXALL to create the executable (MEX or DLL) and make sure it is on the MATLAB path.') + CompEcon_MEXwarned=1; +end + + +if nargin<2 + error('At least two parameters must be specified'); +end +if nargin<3 endadj=0; end +if isempty(endadj) endad=0; end + +n=prod(size(x)); +if min(size(tabvals))>1 + error('tabvals must be a vector'); +else + tabvals=tabvals(:); + if any(diff(tabvals)<0) + error('tabvals must be sorted in ascending order') + end +end +m=length(tabvals); +if endadj>=2, m=m-length(find(tabvals==tabvals(end))); end + +[temp,ind]=sort([tabvals(1:m); x(:)]); +temp=find(ind>m); +j=ind(temp)-m; +ind=reshape(temp-(1:n)',size(x)); +ind(j)=ind(:); + +if endadj==1 | endadj==3 + ind(ind==0)=length(find(tabvals==tabvals(1))); +end diff --git a/42/replication_package/model_replication/Main nu 3 2016/lookup1.mexa64 b/42/replication_package/model_replication/Main nu 3 2016/lookup1.mexa64 new file mode 100644 index 0000000000000000000000000000000000000000..d45b592990528cdf9bec076c8ebfa193adc36d52 Binary files /dev/null and b/42/replication_package/model_replication/Main nu 3 2016/lookup1.mexa64 differ diff --git a/42/replication_package/model_replication/Main nu 3 2016/lookup1.mexmaci64 b/42/replication_package/model_replication/Main nu 3 2016/lookup1.mexmaci64 new file mode 100644 index 0000000000000000000000000000000000000000..c355da46b986916252b3bd3c06ec513f8774efa1 Binary files /dev/null and b/42/replication_package/model_replication/Main nu 3 2016/lookup1.mexmaci64 differ diff --git a/42/replication_package/model_replication/Main nu 3 2016/lookup1.mexw32 b/42/replication_package/model_replication/Main nu 3 2016/lookup1.mexw32 new file mode 100644 index 0000000000000000000000000000000000000000..187dff29e1d7905d71b29ee4f986b9635bc5bc35 Binary files /dev/null and b/42/replication_package/model_replication/Main nu 3 2016/lookup1.mexw32 differ diff --git a/42/replication_package/model_replication/Main nu 3 2016/neldmead_bounds.m b/42/replication_package/model_replication/Main nu 3 2016/neldmead_bounds.m new file mode 100644 index 0000000000000000000000000000000000000000..a27a8bb8d0f4a14305b8a48091fccbee51ac77af --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 2016/neldmead_bounds.m @@ -0,0 +1,145 @@ +function x_opt = neldmead_bounds(func, x_init, x_min, x_max, varargin) +% [x_opt]=neldmead_bounds(func,x_init,x_min,x_max) +% minimizes f(x) such that x_min <= x_opt <= x_max. +% modified version of original by H.P. Gavin , Civil & Env'ntl Eng'g, Duke Univ. 21 January 2006 +% all i did is to make it readable for myself and exclude g(x) <0 +% constraint +% +% INPUT +% ====== +% func : the name of the function to be minimizes in the form y=func(x) +% x_init : the vector of initial parameter values ... a column vector +% x_min : minimum permissible values of the parameters, x +% x_max : maximum permissible values of the parameters, x +% +% OUTPUT +% ====== +% x_opt : a set of parameters at or near the optimal value + + + tol_x = 1e-4; % tolerance for convergence in x + tol_f = 1e-4; % tolerance for convergence in f + max_iter = 250; % maximum number of function evaluations + + +n = length(x_init); + +onesn = ones(1,n); +ot = 2:n+1; +on = 1:n; +function_count = 0; % the number of function evaluations + + +% Nelder-Mead constants +a_reflect = 2; a_expand = 1; a_contract = 0.5; a_shrink = 0.5; + +% Evaluate the initial guess and the range of allowable parameter variation + +x_init = min(max(x_init,x_min),x_max); + +[fv] = feval(func,x_init, varargin{:}); +if any(x_max == x_min) + error('error: x_max can not equal x_min for any parameter'); +end + +% Place input guess in the simplex! (credit L.Pfeffer at Stanford) +% Set up a simplex near the initial guess. + +p1 = .2; % originally .2 +p2 = .1; % originally .1 + +delta_x = min( p1*(1+abs(x_init)) , p2*(x_max-x_init).*(x_max~=x_init) ); +idx = find(delta_x == 0); +delta_x(idx) = -p2*(x_init(idx)-x_min(idx)); + +% --- initialization +simplex = x_init; +for j = 1:n + y = x_init; + y(j) = y(j) + delta_x(j); + x = min(max(y,x_min),x_max); + simplex = [simplex x]; %create simplex one by one + [f] = feval(func,x, varargin{:}); %evaluate function + fv = [fv f]; %record function values + +end + +% order the vertices in increasing order of fv +[fv,idx] = sort(fv); simplex = simplex(:,idx); +disp([simplex;fv]) + +iter=1; +while iter < max_iter % --- main loop + + change_x = max(max(abs(simplex(:,ot)-simplex(:,onesn)))); + change_f = max(abs(fv(1)-fv(ot))); + + if change_x < tol_x && change_f < tol_f + break; + end + + % One step of the Nelder-Mead simplex algorithm + + happy = 0; + +% reflect + vbar = (sum(simplex(:,on)')/n)'; % centroid of better vertices + vr = min(max(vbar + a_reflect*(vbar-simplex(:,n+1)),x_min),x_max); + [fr] = feval(func,vr, varargin{:}); + + + if ( fr >= fv(1) && fr < fv(n+1) ) + happy = 1; vk = vr; fk = fr; how = 'reflect'; + end + +% expand + if ( happy == 0 && fr < fv(1) ) + ve = min(max(vbar + a_expand*(vr-vbar),x_min),x_max); + [fe] = feval(func,ve, varargin{:}); + + function_count = function_count + 1; + if fe < fr + happy = 1; vk = ve; fk = fe; how = 'expand'; + else + happy = 1; vk = vr; fk = fr; how = 'reflect'; + end + end + +% contract + if ( happy == 0 && fr >= fv(n) ) + vc = min(max(vbar + a_contract*(vbar-simplex(:,n+1)),x_min),x_max); + [fc] = feval(func,vc, varargin{:}); + + + if fc < fv(n+1) + happy = 1; vk = vc; fk = fc; how = 'contract'; + end + end + +% if you have accepted a new point, replace the worst point (n+1) with it + + if ( happy == 1 ) + simplex(:,n+1) = vk; fv(n+1) = fk; + else + +% shrink + v1 = simplex(:,1); + for i=2:n+1 + vs = min(max(v1 + a_shrink*(simplex(:,i)-v1),x_min),x_max); + [fs] = feval(func,vs, varargin{:}); + + simplex(:,i) = vs; + fv(i) = fs; + end + + how = 'shrink'; + end + +% order the vertices in increasing order of fv + [fv,idx] = sort(fv); simplex = simplex(:,idx); + x_opt = simplex(:,1); + %fprintf('%4i %6.2e %6.2e\n',[iter,change_f,change_x]) + iter=iter+1; +end + + diff --git a/42/replication_package/model_replication/Main nu 3 2016/objective.m b/42/replication_package/model_replication/Main nu 3 2016/objective.m new file mode 100644 index 0000000000000000000000000000000000000000..ada5caa78688dc024f3358e47d1e00ff78be4bda --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 2016/objective.m @@ -0,0 +1,243 @@ +function err_mom = objective(x) + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',22); + +intmeth = 'linear'; +printr = 0; + +optset('bisect', 'tol', 1e-32); + +% Calibrated Parameters + +p.beta = x(1); % discount factor +p.alpha = x(2); % weight on housing in preferences +p.R = x(3); +p.phi = x(4); % productivity non-market +p.F0m = x(5); % fixed cost of refinancing +p.B = x(6); +p.r1 = x(7); +p.r2 = x(8); % parameters governing shape of rl curve +p.rh = (1 + x(9))^(1/4) - 1; % interest rate + + +% Assigned Parameters + +p.nu = 3; % parameter in exponential distribution + +p.pidelta = [0.975; 0.025]; % probability of expenditure shocks +p.delta = [0; 0.0625]; % expenditure shock, fraction of home (quarterly so divide by 4) + +p.rl = (1 - 0.028)^(1/4) - 1; % lower bound on liquid rate + +p.T = 61*4; % last period of life +p.D = 30*4; % maturity of mortgages + +p.sigma = 2; % CRRA +p.gamma = 1; % Frisch elasticity of non-market production + +p.rm = (1 + 0.025)^(1/4) - 1; % mortgage interest rate + +p.Fs = 0.06; % fixed cost of selling home +p.F1m = 0.005; % proportional cost of refinancing + +p.wbar = 1; % parameter governing luxuriousness of bequests + +p.thetam = 0.85; % maximum LTV +p.thetay = 0.214; % maximum PTI + +rhoz = 0.9908; +sz = 0.0761; +se = (1 - 0.55)^(1/2)*0.4869; % Krueger Perri (2011) show 55% of the variance of trans compon is measurement error so subtract + +time = (1 : 1 : p.T)'; +p.lambdat = exp(0.07982636 - 0.02322307 * (time/4 + 25) + 0.00105409 * (time/4 + 25).^2 - 0.00001028 * (time/4 + 25).^3); + +p.thetay = p.thetay*(1 - 0.3126./(1 + exp(18.629 - 0.3049*(time/4 + 25)))); + +p.mbar = p.rm/(1 - (1 + p.rm)^(-p.D)); % minimum payment required per 1 of initial debt + + +% Quality of Approximation + +p.na = 75; % number of nodes for liquid assets +p.nat = 75; % number of nodes for atilde = (1 + rl)*a - delta*h +p.nl = 75; % number of nodes for liquidity +p.no = 11; % number of nodes for omega (fraction of loan outstanding) +p.nt = 5; % number of possible initial LTV +p.nh = 7; % number of nodes for housing +p.nz = 9; % points for exogenous income z +p.ne = 3; + + +% Discretize Income Process + +[zgrid, Fzz] = rouwenhorst(rhoz, sz, p.nz); +zgrid = exp(zgrid'); +p.zgrid = zgrid; + +[Fz, d] = eigs(Fzz', 1, 'largestabs'); +Fz = Fz/sum(Fz); +Fz = full(Fz); % ergodic distribution of z + +[egrid, we] = qnwnorm(p.ne, 0, se^2); +egrid = exp(egrid); +p.egrid = egrid; + + +% Discretize other state variables + +amin = -0.4; +amax = 100; +p.agrid = amin + (amax - amin)*nodeunif(p.na, 0, 1).^2; + +omin = 0; +omax = 1; +p.ogrid = omin + (omax - omin)*nodeunif(p.no, 0, 1); + +tmin = 0.25; +tmax = p.thetam; % allow to cover fixed cost +p.tgrid = tmin + (tmax - tmin)*nodeunif(p.nt, 0, 1); + +hmin = 5; % minimum house size +hmax = 40; % maximum house size +p.hgrid = hmin + (hmax - hmin)*nodeunif(p.nh, 0, 1).^1.5; + +ymin = min(p.lambdat)*zgrid(1)*egrid(1); +ymax = max(p.lambdat)*zgrid(end)*egrid(end); + +lmin = -1; % keep it reasonably negative so they know that's a bad state to find yourself in +lmax = 125; +p.lgrid = lmin + (lmax - lmin)*nodeunif(p.nl, 0, 1).^1.5; + +atmin = -p.delta(2)*hmax + (1 + p.rl)*amin; +atmax = (1 + p.rh)*amax; +p.atgrid = atmin + (atmax - atmin)*nodeunif(p.nat, 0, 1).^1.5; + + + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.atgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.atgrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for W functions +swr = gridmake(p.lgrid, p.zgrid); + +svht = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for computing intermediate value function (creier prajit) +svrt = gridmake(p.agrid, p.zgrid, p.egrid); + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + +ind3h = kron((1:1:p.no*p.nt*p.nh*p.nz*p.ne)', ones(p.na, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind3r = kron((1:1: p.nz*p.ne)', ones(p.na, 1)); + + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.nat*p.no*p.nt*p.nh*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.nat*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + +cmaxh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amin); % c that implies a' = amin +cmaxr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amin); + +cminh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amax); % c that implies a' = amax +cminr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amax); + +cmaxh = repmat(cmaxh, p.no*p.nt*p.nh*p.nz, 1); +cmaxr = repmat(cmaxr, p.nz, 1); + +cminh = repmat(cminh, p.no*p.nt*p.nh*p.nz, 1); +cminr = repmat(cminr, p.nz, 1); + + +% Terminal value of bequests + +rlh = interest(svbarh(:,1), p); +rlr = interest(svbarr(:,1), p); + +vbarh(:, p.T + 1) = p.pidelta(1)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(1)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma) + ... + p.pidelta(2)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(2)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); + +vbarr(:, p.T + 1) = p.B*(p.wbar + (1 + rlr).*svbarr(:,1)).^(1 - p.sigma)/(1 - p.sigma); + + +for t = p.T : -1 : 1 + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + At = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + [~, ~, ~, ~, vr(:,t)] = solveh(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', At, Y, znow); + + + % Solve discrete choice problem of housing + + At = svh(:,1); + Y = p.lambdat(t)*svh(:,5).*svh(:,6); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat*p.no*p.nt*p.nh, 1)), p.ne, 1); % index of z in (a, omega, theta, h, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.nat*p.no*p.nt, 1)), p.nz*p.ne, 1); % index of h in (a, omega, theta, h, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.nat*p.no, 1)), p.nh*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, z, e) space for owners + + + [~, ~, ~, ~, vh(:,t)] = solveh(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', At, Y, znow, hnow, tnow); + + % We need to interpolate to calculate the expected value before the delta shocks are realized, but after the z,e shocks are realized + + Vhinterp = griddedInterpolant({p.atgrid, (1: 1:p.no*p.nt*p.nh*p.nz*p.ne)'}, reshape(vh(:, t), p.nat, p.no*p.nt*p.nh*p.nz*p.ne), intmeth, 'linear'); + Vrinterp = griddedInterpolant({p.atgrid, (1: 1: p.nz*p.ne)'}, reshape(vr(:, t), p.nat, p.nz*p.ne), intmeth, 'linear'); + + + % Compute expected value and update vbar + + % 1. Step 1: integrate delta shocks by interpolate value of home and rent (which are functions of atilde) + + vhtemp = p.pidelta(1)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(1)*svht(:, 4), ind3h) + p.pidelta(2)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(2)*svht(:, 4), ind3h); + + vrtemp = Vrinterp((1 + interest(svrt(:,1), p)).*svrt(:,1), ind3r); + + % 2. Step 2: integrate income shocks + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh, Fzz}, vhtemp((i - 1)*p.na*p.no*p.nt*p.nh*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nz)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vrtemp((i - 1)*p.na*p.nz + 1 : i*p.na*p.nz)); + + end + +end + + +simulate diff --git a/42/replication_package/model_replication/Main nu 3 2016/plot_decisions.m b/42/replication_package/model_replication/Main nu 3 2016/plot_decisions.m new file mode 100644 index 0000000000000000000000000000000000000000..02ab927bd8e2d145e7c78ec64609d4d42773f27c --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 2016/plot_decisions.m @@ -0,0 +1,109 @@ + +close all + +t = 185; + +EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +N = 100; + +oind = p.no; onow = oind*ones(N, 1); + +tind = 5; tnow = tind*ones(N, 1); +hind = 2; hnow = hind*ones(N, 1); +zind = 3; znow = zind*ones(N, 1); + +ind2 = sub2ind([p.no, p.nt, p.nh, p.nz], onow, tnow, hnow, znow); + +state = gridmake(nodeunif(N, 0, 2), p.ogrid(oind), p.tgrid(tind), p.hgrid(hind), p.zgrid(zind)); + +cmin = bisect('savings', 1e-13, 1e5, state(:,1), p, 'h', amax); +cmax = bisect('savings', 1e-13, 1e5, state(:,1), p, 'h', amin); + +C = solve_golden('wfunc', cmin, cmax, state, ind2, EVh, p, 'h'); + +[~, Aprime] = savings(C, state, p, 'h'); + + +figure(1) + +subplot(1, 2, 1) +plot(state(:, 1), C); + +title('consumption', 'Interpreter', 'Latex'); +xlabel('$l$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + +subplot(1, 2, 2) +plot(state(:, 1), Aprime); + +title('$a^{\prime}$', 'Interpreter', 'Latex'); +xlabel('$l$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + + + + +% Housing Choice + +eind = 2; + +state = gridmake(nodeunif(N, amin, 5), p.ogrid(oind), p.tgrid(tind), p.hgrid(hind), p.zgrid(zind), p.egrid(eind)); + +Y = p.lambdat(t)*p.zgrid(zind)*p.egrid(eind); +A = state(:,1); + +[Lall, omegaall, thetaall, hall, v, pall, vall] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', A, Y, znow, hnow, tnow); + + + +figure(2) + +subplot(2, 3, 1) +plot(A, pall); +title('prob. each choice', 'Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + +subplot(2, 3, 2) +plot(A, Lall); +title('liquidity','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + +subplot(2, 3, 3) +plot(A, omegaall); +title('$\omega^{\prime}$','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + +subplot(2, 3, 4) +plot(A, thetaall); +title('$\bar{\theta}^{\prime}$','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + + +subplot(2, 3, 5) +plot(A, hall); +title('$h^{\prime}$','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + + +subplot(2, 3, 6) +plot(A, vall); +title('value','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + diff --git a/42/replication_package/model_replication/Main nu 3 2016/plot_decisions_rate.m b/42/replication_package/model_replication/Main nu 3 2016/plot_decisions_rate.m new file mode 100644 index 0000000000000000000000000000000000000000..703b309a29407d9602d2c3ad55dc4d13e6e19c9f --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 2016/plot_decisions_rate.m @@ -0,0 +1,52 @@ + +close all + +% understand value of each option + +t = 75; + +tind = 3; +hind = 5; +rind = 1; +zind = 5; +eind = 2; + +omega = 0.0; + +state = gridmake(nodeunif(100, 0, 3), omega, p.tgrid(tind), p.hgrid(hind), rind, p.zgrid(zind), p.egrid(eind)); + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +ai = state(:,1); +yi = p.lambdat(t)*state(:,6).*state(:,7); + +[li, oi, thi, hi, vi, di, valli] = solveh_rm(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', ai, yi, zind*ones(100, 1), hind*ones(100, 1), tind*ones(100, 1), rind*ones(100, 1)); + +state2 = gridmake(ai + 0.0001, omega, p.tgrid(tind), p.hgrid(hind), rind, p.zgrid(zind), p.egrid(eind)); +ai2 = state2(:,1); + +[~, ~, ~, ~, vi2] = solveh_rm(state2, Whinterp, Wrinterp, p, p.thetay(t), 'h', ai2, yi, zind*ones(100, 1), hind*ones(100, 1), tind*ones(100, 1), rind*ones(100, 1)); + +vprime = (vi2 - vi)./(ai2 - ai); + + + + +figure(3) + +subplot(1, 2, 1) +plot(ai, di); + +title('discrete choice', 'Interpreter', 'Latex'); +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + + +subplot(1, 2, 2) +plot(ai, (valli(:, 1:4) - valli(:, 5))./vprime); + +title('values', 'Interpreter', 'Latex'); +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') diff --git a/42/replication_package/model_replication/Main nu 3 2016/rouwenhorst.m b/42/replication_package/model_replication/Main nu 3 2016/rouwenhorst.m new file mode 100644 index 0000000000000000000000000000000000000000..b63dcbaa002c4cdc734110fadee1cd5d36526c07 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 2016/rouwenhorst.m @@ -0,0 +1,29 @@ +%rouwenhorst.m +% +%[zgrid, P] = rouwenhorst(rho, sigma_eps, n) +% +% rho is the 1st order autocorrelation +% sigma_eps is the standard deviation of the error term +% n is the number of points in the discrete approximation +% +% http://www.karenkopecky.net/rouwenhorst.m + +function [zgrid, P] = rouwenhorst(rho,sigma_eps,n) + +mu_eps = 0; + +q = (rho+1)/2; +nu = ((n-1)/(1-rho^2))^(1/2) * sigma_eps; + +P = [q 1-q;1-q q]; + + +for i=2:n-1 + P = q*[P zeros(i,1);zeros(1,i+1)] + (1-q)*[zeros(i,1) P;zeros(1,i+1)] + ... + (1-q)*[zeros(1,i+1); P zeros(i,1)] + q*[zeros(1,i+1); zeros(i,1) P]; + P(2:i,:) = P(2:i,:)/2; +end + +zgrid = linspace(mu_eps/(1-rho)-nu,mu_eps/(1-rho)+nu,n); + + diff --git a/42/replication_package/model_replication/Main nu 3 2016/savings.m b/42/replication_package/model_replication/Main nu 3 2016/savings.m new file mode 100644 index 0000000000000000000000000000000000000000..a433768aa318702a363a57e6ddfebfcd6a4669ac --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 2016/savings.m @@ -0,0 +1,23 @@ +function [Dist, Aprime] = savings(C, s, p, type, bnd) + +% gives A' for a given level of consumption + +if strcmp(type, 'h') + + Aprime = s(:,1) + p.phi^(1 + 1/p.gamma).*C.^(-p.sigma/p.gamma) - C; + +else + + Aprime = s(:,1) + p.phi^(1 + 1/p.gamma).*C.^(-p.sigma/p.gamma) - (1 + p.alpha^(1/p.sigma)*p.R^(1 - 1/p.sigma)).*C; + +end + +if nargin == 5 + + Dist = Aprime - bnd; + +else + + Dist = []; + +end \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 2016/simulate.m b/42/replication_package/model_replication/Main nu 3 2016/simulate.m new file mode 100644 index 0000000000000000000000000000000000000000..a04fe9b4f0b716b13b778922f2708f67ce263208 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 2016/simulate.m @@ -0,0 +1,702 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +N = 25000; +T = p.T; + +A = zeros(2*N, T + 1); % Liquid Assets +O = zeros(2*N, T + 1); % fraction of loan outstanding +Th = zeros(2*N, T + 1); % initial mortgage size +H = zeros(2*N, T + 1); % house size + +C = zeros(2*N, T); % consumption +L = zeros(2*N, T); % liquidity after making housing choice +D = zeros(2*N, T); % discrete choice: 1 ... 5 +Y = zeros(2*N, T); % income +V = zeros(2*N, T); % value function + +Pall = zeros(2*N, 5, T); +Vall = zeros(2*N, 5, T); + +Mind = zeros(2*N, T + 1); % number of your mortgage (1, 2, 3, ...) +Hind = zeros(2*N, T + 1); % number of your house (1, 2, 3) +Curt = zeros(2*N, T); % indicator for whether curtail mortgage + +% First simulate history of shocks to income + +rng(100); + +Z = zeros(2*N, T); +E = zeros(2*N, T); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + +Fzcum = [0; cumsum(Fz)]; % cumulative ergodic for initial conditions +[~, bin] = histc(unif, Fzcum); % bin is the index of initial draw of z + +Z(:,1) = bin; + +unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + +Fecum = [0; cumsum(we)]; % cumulative ergodic for transitory shock +[~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + +E(:,1) = bin; + +Y(:,1) = p.lambdat(1)*p.zgrid(Z(:,1)).*p.egrid(E(:,1)); + + +for t = 2 : T + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Z(:,t-1), :), 2)]; + + Z(:,t) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + E(:,t) = bin; + + Y(:,t) = p.lambdat(t)*p.zgrid(Z(:,t)).*p.egrid(E(:,t)); + +end + +U = rand(2*N, T); % random variable that determines choice probability (adjustment cost) + +Delta = rand(2*N, T); % random variable that determines maintenance shock + +Delta = p.delta(1)*(Delta <= p.pidelta(1)) + p.delta(2)*(Delta > p.pidelta(1)); + + +% period 1 all are renters with 0 wealth + +t = 1; + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +state = (1 + interest(A(:, t), p)).*A(:,t); % others irrelevant here + +[Lall, Oall, Thall, Hall, V(:,t), Pall(:, 1: 3, t), Vall(:, 1 : 3, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'r', state(:,1), Y(:, t), Z(:, t)); + +Pcum = [zeros(2*N, 1), cumsum(Pall(:, 1: 3, t), 2)]; + +unif = rand(2*N, 1); + +D(:, t) = ((unif < Pcum(:, 2:end)).*(unif >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + +ind = sub2ind([2*N, 3], (1 : 1 : 2*N)', D(:,t)); + +L(:, t) = Lall(ind); +O(:, t + 1) = Oall(ind); +Th(:, t + 1) = Thall(ind); +H(:, t + 1) = Hall(ind); + + +% Find consumption + +rent = H(:, t + 1) == 0; + +Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, t), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); +Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, t), p.nl, p.nz), intmeth, 'linear'); + +cmin = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amax); % c that implies a' = amin +cmax = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amin); % c that implies a' = amin + +C(rent, t) = max(min(Crint(L(rent, t), p.zgrid(Z(rent, t))), cmax), cmin); + +[~, A(rent, t+1)] = savings(C(rent,t), L(rent, t), p, 'r'); % none of the other state variables matter + +cmin = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amax); % c that implies a' = amin +cmax = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amin); % c that implies a' = amin + +C(~rent,t) = max(min(Chint(L(~rent, t), O(~rent, t+1), Th(~rent, t+1), H(~rent, t+1), p.zgrid(Z(~rent, t))), cmax), cmin); + +[~, A(~rent, t+1)] = savings(C(~rent,t), L(~rent,t), p, 'h'); + + +Hind(:, t + 1) = D(:, t) > 1; +Mind(:, t + 1) = D(:, t) == 3; + +for t = 2 : T + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + rent = H(:, t) == 0; + + % Renters + + state = (1 + interest(A(rent, t), p)).*A(rent, t); % others don't matter directly + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, V(rent,t), Pall(rent, 1 : 3, t), Vall(rent, 1 : 3, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'r', state(:,1), Y(rent, t), Z(rent, t)); + + Pcum = [zeros(ntemp, 1), cumsum(Pall(rent, 1 : 3, t), 2)]; + + D(rent, t) = ((U(rent, t) < Pcum(:, 2:end)).*(U(rent, t) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', D(rent, t)); + + L(rent, t) = Lall(ind); + O(rent, t + 1) = Oall(ind); + Th(rent, t + 1) = Thall(ind); + H(rent, t + 1) = Hall(ind); + + Hind(rent, t + 1) = Hind(rent, t) + (D(rent, t) > 1); + Mind(rent, t + 1) = Mind(rent, t) + (D(rent, t) == 3); + + % Homeowners + + ntemp = numel(find(~rent)); + + state = [(1 + interest(A(~rent, t), p)).*A(~rent, t) - Delta(~rent, t).*H(~rent, t), O(~rent, t), Th(~rent, t), H(~rent, t)]; % others don't matter directly + + hind = lookup1(p.hgrid, H(~rent, t), 1); + tind = lookup1(p.tgrid, Th(~rent, t), 1); + + [Lall, Oall, Thall, Hall, V(~rent,t), Pall(~rent, :, t), Vall(~rent, :, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', state(:,1), Y(~rent, t), Z(~rent, t), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pall(~rent, :, t), 2)]; + + D(~rent, t) = ((U(~rent, t) < Pcum(:, 2:end)).*(U(~rent, t) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', D(~rent, t)); + + L(~rent, t) = Lall(ind); + O(~rent, t + 1) = Oall(ind); + Th(~rent, t + 1) = Thall(ind); + H(~rent, t + 1) = Hall(ind); + + Hind(~rent, t + 1) = Hind(~rent, t) + (D(~rent, t) == 2 | D(~rent, t) == 3); + Mind(~rent, t + 1) = Mind(~rent, t) + (D(~rent, t) == 3 | D(~rent, t) == 4); + + Curt(~rent, t + 1) = (Curt(~rent, t) == 1 | (O(~rent, t+1) <= (1 + p.rm)*O(~rent, t) - p.mbar - 1e-5)) & (D(~rent, t) == 5) & (O(~rent, t+1) > 0); + + + % Find consumption + + rent = H(:, t + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, t), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, t), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amin); % c that implies a' = amin + + C(rent, t) = max(min(Crint(L(rent, t), p.zgrid(Z(rent, t))), cmax), cmin); + + [~, A(rent, t+1)] = savings(C(rent,t), L(rent, t), p, 'r'); % none of the other state variables matter + + cmin = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amin); % c that implies a' = amin + + C(~rent,t) = max(min(Chint(L(~rent, t), O(~rent, t+1), Th(~rent, t+1), H(~rent, t+1), p.zgrid(Z(~rent, t))), cmax), cmin); + + [~, A(~rent, t+1)] = savings(C(~rent,t), L(~rent,t), p, 'h'); + + +end + +Asave = A; +Osave = O; +Thsave = Th; +Hsave = H; +Csave = C; +Lsave = L; +Dsave = D; +Ysave = Y; +Zsave = Z; +Esave = E; +Vsave = V; +Pallsave = Pall; +Vallsave = Vall; +Usave = U; +Deltasave = Delta; + + +%{ + +figure(2) + +id = 1; + +subplot(2,2,1), plot([C(id, 1 : p.T)', Y(id, 1 : p.T)']); +title('Consumption and Income', 'Interpreter','Latex'); +h = legend('consumption', 'income'); +set(gca, 'ygrid', 'on') +set(h,'Interpreter','latex'); + + +subplot(2,2,2), plot([A(id, 1 : p.T + 1)', H(id, 1 : p.T + 1)'.*(1 - O(id, 1 : p.T + 1)'.*Th(id, 1 : p.T + 1)')]); +title('Wealth', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') +h = legend('liquid', 'illiquid'); +set(h,'Interpreter','latex'); + +subplot(2,2,3), plot([H(id, 2 : p.T + 1)', (p.R/p.alpha)^(-1/p.sigma)*C(id, :)']) +title('Housing', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +subplot(2,2,4), plot(O(id, 1 : p.T + 1)'.*Th(id, 1 : p.T + 1)') +title('LTV', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + + + +figure(3) + +subplot(2,2,1), plot([mean(C(:, 1 : p.T))', mean(Y(:, 1 : p.T))']); +title('Consumption and Income', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +legend('consumption', 'income') +set(gca, 'ygrid', 'on') + +subplot(2,2,2), plot([mean(A)', mean(H.*(1 - Th.*O))']); +title('Wealth', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') +h = legend('liquid', 'illiquid'); +set(h,'Interpreter','latex'); + +subplot(2,2,3), plot([mean(H)']); +title('Housing Stock', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +subplot(2,2,4), plot([mean(Th.*H.*O)'./mean(H)']); +title('LTV', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +%} + +W = A + H.*(1 - Th.*O); +Debt = H.*Th.*O; +Yh = p.phi^(1 + 1/p.gamma)*C.^(-p.sigma/p.gamma); % home production +Rent = p.R*(p.R/p.alpha)^(-1/p.sigma)*C.*(H(:, 2:end) == 0); + +Debttilde = zeros(2*N, T + 1); +Debttilde(H > 0) = (Debt(H > 0) - p.F0m)./(1 + p.F1m); + + +%{ + +% Check aggregate resource constraint +% transaction costs: + +Ftrans = (H(:, 1 : end - 1) == 0).*(D == 3).*(p.F0m + p.F1m*Debttilde(:, 2:end)) + ... % mortgage origination cost for renters + (H(:, 1 : end - 1) > 0).*(D <= 3).*(p.Fs*H(:, 1 : end - 1)) + ... % house selling costs for homeowners + (H(:, 1 : end - 1) > 0).*(D == 3 | D == 4).*(p.F0m + p.F1m*Debttilde(:, 2:end)); % mortgage origination cost for homeowners + +t = 1:T; + +rl = interest(A(:, t), p); + +err_agg = norm(vec(C(:,t) + H(:, t+1) + A(:, t+1) + (1 + p.rm)*Debt(:, t) + Rent(:,t) - Yh(:,t) - Y(:,t) - (1 + rl).*A(:, t) - H(:, t).*(1 - Delta(:,t)) - Debt(:, t+1) + Ftrans(:,t))); + +fprintf('Err in Agg Resource Constr = %9.2e \n', err_agg); +%} + +fsell = mean(vec(D <= 3 & H(:, 1 : end-1) > 0))/ mean(vec(H(:, 1 : end-1) > 0))*4; +fmortg = mean(vec(Th(:,1:end-1).*O(:,1:end-1) > 0 & H(:, 1 : end-1) > 0)) / mean(vec(H(:, 1 : end-1) > 0)); + +agewealthratio = mean(vec(W(:, 41*4 + 1 : end))) / mean(vec(W(:, 2 : 41*4))); + +reqpayment = p.mbar*Th(:, 1:end - 1).*H(:, 1:end - 1).*(O(:, 1:end - 1) > 0).*(D == 5); +actpayment = ((1 + p.rm)*Debt(:, 1 : end - 1) - Debt(:, 2 : end)).*(D == 5); + +fcurtail = sum(vec(D == 5) & vec(O(:, 1:end-1) > 0) & vec(Curt(:, 1:end - 1) > 0))/sum(vec(D == 5) & vec(O(:, 1:end-1) > 0)); + +PTI = reqpayment(reqpayment > 0)./Y(reqpayment > 0); + +HY = H(:, 2:end)./Y/4; + +Age = zeros(2*N, T); % mortgage age + +for t = 2 : T + + Age(:,t) = (Age(:,t-1) + 1/4).*(Age(:,t-1) > 0 & D(:,t) == 5) + 1/4.*(D(:,t) == 3 | D(:,t) == 4); + +end + +Age = Age - 1/4; + +Age = floor(Age); + +LTV = O.*Th; + + +% Let's compute refinance statistics the way Denis did in PSID data (imagine we track people every 2 years) + + +dates = 5 : 8 : p.T; % interview dates: Jan 1 1999, Jan 1 2001, Jan 1 2003 ... + +Ya = zeros(2*N, numel(dates) - 1); % annual income: 1998, 2000, 2002 +Ra = zeros(2*N, numel(dates) - 1); % refinance between 1998-2000, 2000-2002 ... +Na = zeros(2*N, numel(dates) - 1); % eligible to be counted as refinancer +Aa = zeros(2*N, numel(dates) - 1); % liquid assets at the time of the interview +Ha = zeros(2*N, numel(dates) - 1); % house value at interview +LTVa = zeros(2*N, numel(dates) - 1); % LTV at interview +dLTVa = zeros(2*N, numel(dates) - 1); % change in LTV + +for i = 1 : numel(dates) - 1 + +Ya(:, i) = sum(Y(:, dates(i) - 4 : 1 : dates(i) - 1), 2); + +Ra(:, i) = LTV(:, dates(i + 1)) > 1.05*LTV(:, dates(i)) & Hind(:, dates(i+1)) == Hind(:, dates(i)) & LTV(:, dates(i)) > 0 & H(:, dates(i)) > 0; +Na(:, i) = Hind(:, dates(i+1)) == Hind(:, dates(i)) & LTV(:, dates(i)) > 0 & H(:, dates(i)) > 0; + +Aa(:, i) = A(:, dates(i)); +Ha(:, i) = H(:, dates(i)); +LTVa(:, i) = LTV(:, dates(i)); +dLTVa(:, i) = LTV(:, dates(i + 1)) - LTV(:, dates(i)); + + +end + +AYa = Aa./Ya; +AWa = Aa./(Aa + (1 - LTVa).*Ha); +AWa(isnan(AWa)) = 0; + + +fextract = sum(Ra(:) > 0 & Na(:) > 0)/sum(Na(:) > 0); +medextract = median(dLTVa(Ra(:) > 0 & Na(:) > 0)./LTVa(Ra(:) > 0 & Na(:) > 0)); +meanextract = mean(dLTVa(Ra(:) > 0 & Na(:) > 0)./LTVa(Ra(:) > 0 & Na(:) > 0)); +meddLTV = median(dLTVa(Ra(:) > 0 & Na(:) > 0)); +meandLTV = mean(dLTVa(Ra(:) > 0 & Na(:) > 0)); + +AWrefimean = mean(AWa(Ra == 1 & Na == 1)); +AWinacmean = mean(AWa(Ra == 0 & Na == 1)); +AYrefimean = mean(AYa(Ra == 1 & Na == 1)); +AYinacmean = mean(AYa(Ra == 0 & Na == 1)); + + +AWrefimed = median(AWa(Ra == 1 & Na == 1)); +AWinacmed = median(AWa(Ra == 0 & Na == 1)); +AYrefimed = median(AYa(Ra == 1 & Na == 1)); +AYinacmed = median(AYa(Ra == 0 & Na == 1)); + + + + +LTV = LTV(:, 2:end); + + +moment_model = zeros(57, 1); + +moment_model(1) = mean(vec(H(:, 2 : end) > 0)); +moment_model(2) = mean(vec(W(:, 2 : end))) /mean(vec(Y))/4; +moment_model(3) = mean(vec(H(:, 2 : end))) /mean(vec(Y))/4; +moment_model(4) = mean(vec(Debt(:, 2 : end))) /mean(vec(Y))/4; +moment_model(5) = mean(vec(A(:, 2 : end))) /mean(vec(Y))/4; +moment_model(6) = median(vec(A(:, 2 : end))) /mean(vec(Y))/4; + +moment_model(7) = mean(A(H > 0)) /mean(vec(Y))/4; +moment_model(8) = median(A(H > 0)) /mean(vec(Y))/4; + +moment_model(9) = mean(vec(A(:,2:end) <= 0)); +moment_model(10) = mean(vec(A(:,2:end) <= 4/26*Y)); % HTM with liquid assets < 2 weeks +moment_model(11) = sum(vec(A(:,2:end) <= 0) & vec(H(:, 2:end) > 0))/sum(vec(H(:, 2:end) > 0)); +moment_model(12) = sum(vec(A(:,2:end) <= 4/26*Y) & vec(H(:, 2:end) > 0))/sum(vec(H(:, 2:end) > 0)); + +moment_model(13) = fextract; +moment_model(14) = mean(vec(Yh))/mean(vec(C)); +moment_model(15) = agewealthratio; + +moment_model(16) = fcurtail; +moment_model(17) = fsell; +moment_model(18) = fmortg; +moment_model(19) = medextract; +moment_model(20) = meddLTV; + + +moment_model(21 : 25) = prctile(vec(A(:, 2 : end)), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(26 : 30) = prctile(A(H == 0), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(31 : 35) = prctile(A(H > 0), [10; 25; 50; 75; 90])/mean(vec(Y))/4; + +hpgrowth = 0.00; + +moment_model(36 : 40) = prctile(LTV(LTV > 0)./(1 + hpgrowth).^(Age(LTV > 0) - 1), [10; 25; 50; 75; 90]); + + +moment_model(41 : 45) = prctile((1 - Th(H > 0).*O(H > 0)).*H(H > 0)./W(H > 0), [10; 25; 50; 75; 90]); +moment_model(46 : 50) = prctile(vec(W(:,2:end)), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(51 : 55) = prctile(PTI, [10; 25; 50; 75; 90]); +moment_model(56 : 60) = prctile(HY(HY > 0), [10; 25; 50; 75; 90]); +moment_model(61 : 65) = prctile(Age(Age >=0 & LTV > 0), [10; 25; 50; 75; 90]); + +moment_model(66) = AWrefimean; +moment_model(67) = AWinacmean; +moment_model(68) = AYrefimean; +moment_model(69) = AYinacmean; +moment_model(70) = AWrefimed; +moment_model(71) = AWinacmed; +moment_model(72) = AYrefimed; +moment_model(73) = AYinacmed; + + +moment_data = [0.59; 1.27; 1.86; 0.92; 0.34; 0.03; 0.43; 0.08; 0.27; 0.47; 0.23; 0.38; 0.09; 0.23; 2.28; 0.20; 0.044; 0.72; 0.18; 0.09; + -0.05; 0; 0.03; 0.30; 1.12; -0.02; 0; 0.01; 0.09; 0.56; -0.07; 0.00; 0.08; 0.46; 1.41; + 0.23; 0.43; 0.63; 0.79; 0.89; 0.40; 0.69; 0.92; 1.00; 1.08; 0; 0.01; 0.53; 1.92; 3.73; + 0.05; 0.07; 0.11; 0.16; 0.22; 1.04; 1.69; 2.60; 4.03; 6.29; 1; 2; 4; 8; 14; + 0.14; 0.20; 0.60; 2.16; 0.06; 0.11; 0.03; 0.11]; + + +if printr + + clc + +fprintf('\n') +fprintf('Left Column: Model, Right Column: Data\n') +fprintf('\n') +fprintf('Table 10, A. Moments Used in Calibration \n') + +fprintf('\n') +fprintf('I. Aggregate Moments\n') + +fprintf('\n') +fprintf('fraction homeowners = %9.2f %9.2f\n', [moment_model(1), moment_data(1)]); +fprintf('wealth to income = %9.2f %9.2f\n', [moment_model(2), moment_data(2)]); +fprintf('housing to income = %9.2f %9.2f\n', [moment_model(3), moment_data(3)]); +fprintf('mortgage debt to income = %9.2f %9.2f\n', [moment_model(4), moment_data(4)]); +fprintf('mean liquid assets to income = %9.2f %9.2f\n', [moment_model(5), moment_data(5)]); +fprintf('fraction borrowers who extract = %9.2f %9.2f\n', [round(moment_model(13)/2*100)/100, round(moment_data(13)/2*100)/100]); + +fprintf('\n') +fprintf('\n') +fprintf('II. Distribution of Liquid Assets\n') + +fprintf('\n') +fprintf('\n') +fprintf('10th pctile = %9.2f %9.2f\n', [moment_model(21), moment_data(21)]); +fprintf('25th pctile = %9.2f %9.2f\n', [moment_model(22), moment_data(22)]); +fprintf('50th pctile = %9.2f %9.2f\n', [moment_model(23), moment_data(23)]); +fprintf('75th pctile = %9.2f %9.2f\n', [moment_model(24), moment_data(24)]); +fprintf('90th pctile = %9.2f %9.2f\n', [moment_model(25), moment_data(25)]); +fprintf('\n') + +% +% +% fprintf('Homeownership Rate = %9.2f %9.2f\n', [moment_model(1), moment_data(1)]); +% fprintf('Aggregate Wealth to Income = %9.2f %9.2f\n', [moment_model(2), moment_data(2)]); +% fprintf('Aggregate Housing to Income = %9.2f %9.2f\n', [moment_model(3), moment_data(3)]); +% fprintf('Aggregate Debt to Income = %9.2f %9.2f\n', [moment_model(4), moment_data(4)]); +% +% fprintf('\n') +% fprintf('Aggregate Liquid assets to Income = %9.2f %9.2f\n', [moment_model(5), moment_data(5)]); +% fprintf('Median Liquid assets to Income = %9.2f %9.2f\n', [moment_model(6), moment_data(6)]); +% fprintf('Mean Liquid assets to Income Owners = %9.2f %9.2f\n', [moment_model(7), moment_data(7)]); +% fprintf('Median Liquid assets to Income Owners = %9.2f %9.2f\n', [moment_model(8), moment_data(8)]); +% +% fprintf('\n') +% fprintf('Fraction HTM (A <= 0) = %9.2f %9.2f\n', [moment_model(9), moment_data(9)]); +% fprintf('Fraction HTM (A <= 1/26 income) = %9.2f %9.2f\n', [moment_model(10), moment_data(10)]); +% fprintf('Fraction HTM (A <= 0) Owners = %9.2f %9.2f\n', [moment_model(11), moment_data(11)]); +% fprintf('Fraction HTM (A <= 1/26 income) Owners = %9.2f %9.2f\n', [moment_model(12), moment_data(12)]); +% +% fprintf('\n') +% +% fprintf('Fraction of Borrowers who extract last 2 years = %9.2f %9.2f\n', [moment_model(13), moment_data(13)]); +% fprintf('Non-Market Production to Consumption = %9.2f %9.2f\n', [moment_model(14), moment_data(14)]); +% fprintf('Mean wealth retirees / workers = %9.2f %9.2f\n', [moment_model(15), moment_data(15)]); +% fprintf('\n') +% fprintf('\n') +% +% fprintf('\n') +% fprintf('Fraction of Borrowers Ahead on Payments = %9.2f %9.2f\n', [moment_model(16), moment_data(16)]); +% fprintf('Fraction of Homeowners who sell = %9.2f %9.2f\n', [moment_model(17), moment_data(17)]); +% fprintf('Fraction of Homeowners with mortgage = %9.2f %9.2f\n', [moment_model(18), moment_data(18)]); +% fprintf('Median increase in balance extract = %9.2f %9.2f\n', [moment_model(19), moment_data(19)]); +% fprintf('Median increase in LTV extract = %9.2f %9.2f\n', [moment_model(20), moment_data(20)]); +% +% fprintf('\n') +% +% fprintf('10 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(21), moment_data(21)]); +% fprintf('25 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(22), moment_data(22)]); +% fprintf('50 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(23), moment_data(23)]); +% fprintf('75 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(24), moment_data(24)]); +% fprintf('90 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(25), moment_data(25)]); +% fprintf('\n') +% fprintf('10 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(26), moment_data(26)]); +% fprintf('25 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(27), moment_data(27)]); +% fprintf('50 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(28), moment_data(28)]); +% fprintf('75 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(29), moment_data(29)]); +% fprintf('90 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(30), moment_data(30)]); +% fprintf('\n') +% fprintf('10 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(31), moment_data(31)]); +% fprintf('25 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(32), moment_data(32)]); +% fprintf('50 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(33), moment_data(33)]); +% fprintf('75 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(34), moment_data(34)]); +% fprintf('90 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(35), moment_data(35)]); +% +% +% fprintf('\n') +% +% fprintf('10 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(36), moment_data(36)]); +% fprintf('25 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(37), moment_data(37)]); +% fprintf('50 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(38), moment_data(38)]); +% fprintf('75 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(39), moment_data(39)]); +% fprintf('90 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(40), moment_data(40)]); +% fprintf('\n') +% fprintf('10 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(41), moment_data(41)]); +% fprintf('25 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(42), moment_data(42)]); +% fprintf('50 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(43), moment_data(43)]); +% fprintf('75 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(44), moment_data(44)]); +% fprintf('90 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(45), moment_data(45)]); +% fprintf('\n') +% fprintf('10 pctile Wealth = %9.2f %9.2f\n', [moment_model(46), moment_data(46)]); +% fprintf('25 pctile Wealth = %9.2f %9.2f\n', [moment_model(47), moment_data(47)]); +% fprintf('50 pctile Wealth = %9.2f %9.2f\n', [moment_model(48), moment_data(48)]); +% fprintf('75 pctile Wealth = %9.2f %9.2f\n', [moment_model(49), moment_data(49)]); +% fprintf('90 pctile Wealth = %9.2f %9.2f\n', [moment_model(50), moment_data(50)]); +% fprintf('\n') +% fprintf('10 pctile PTI = %9.2f %9.2f\n', [moment_model(51), moment_data(51)]); +% fprintf('25 pctile PTI = %9.2f %9.2f\n', [moment_model(52), moment_data(52)]); +% fprintf('50 pctile PTI = %9.2f %9.2f\n', [moment_model(53), moment_data(53)]); +% fprintf('75 pctile PTI = %9.2f %9.2f\n', [moment_model(54), moment_data(54)]); +% fprintf('90 pctile PTI = %9.2f %9.2f\n', [moment_model(55), moment_data(55)]); +% fprintf('\n') +% fprintf('10 pctile housing to income = %9.2f %9.2f\n', [moment_model(56), moment_data(56)]); +% fprintf('25 pctile housing to income = %9.2f %9.2f\n', [moment_model(57), moment_data(57)]); +% fprintf('50 pctile housing to income = %9.2f %9.2f\n', [moment_model(58), moment_data(58)]); +% fprintf('75 pctile housing to income = %9.2f %9.2f\n', [moment_model(59), moment_data(59)]); +% fprintf('90 pctile housing to income = %9.2f %9.2f\n', [moment_model(60), moment_data(60)]); +% fprintf('\n') +% fprintf('10 pctile mortgage age = %9.0f %9.0f\n', [moment_model(61), moment_data(61)]); +% fprintf('25 pctile mortgage age = %9.0f %9.0f\n', [moment_model(62), moment_data(62)]); +% fprintf('50 pctile mortgage age = %9.0f %9.0f\n', [moment_model(63), moment_data(63)]); +% fprintf('75 pctile mortgage age = %9.0f %9.0f\n', [moment_model(64), moment_data(64)]); +% fprintf('90 pctile mortgage age = %9.0f %9.0f\n', [moment_model(65), moment_data(65)]); +% fprintf('\n') +% fprintf(' Mean Liquid Assets to Wealth: Refi = %9.2f %9.2f\n', [moment_model(66), moment_data(66)]); +% fprintf(' Mean Liquid Assets to Wealth: Dont = %9.2f %9.2f\n', [moment_model(67), moment_data(67)]); +% %fprintf(' Mean Liquid Assets to Income: Refi = %9.2f %9.2f\n', [moment_model(68), moment_data(68)]); +% %fprintf(' Mean Liquid Assets to Income: Dont = %9.2f %9.2f\n', [moment_model(69), moment_data(69)]); +% fprintf('Median Liquid Assets to Wealth: Refi = %9.2f %9.2f\n', [moment_model(70), moment_data(70)]); +% fprintf('Median Liquid Assets to Wealth: Dont = %9.2f %9.2f\n', [moment_model(71), moment_data(71)]); +% %fprintf('Median Liquid Assets to Income: Refi = %9.2f %9.2f\n', [moment_model(72), moment_data(72)]); +% %fprintf('Median Liquid Assets to Income: Dont = %9.2f %9.2f\n', [moment_model(73), moment_data(73)]); +% +% % Calculate life time value +% +% Hs = H(:, 2 : p.T + 1).*(H(:, 2 : p.T + 1) > 0) + (p.R/p.alpha)^(-1/p.sigma)*C.*(H(:, 2 : p.T + 1) == 0); +% +% U = C.^(1 - p.sigma)/(1 - p.sigma) + p.alpha*Hs.^(1 - p.sigma)/(1 - p.sigma) - p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*C.^(-p.sigma*(1 + 1/p.gamma)); +% +% rl = 1./(1 + exp(-p.r1*(A(:,p.T+1) - p.r2)))*(p.rh - p.rl) + p.rl; +% +% V = sum(p.beta.^(0 : 1 : p.T - 1).*U, 2) + p.beta^p.T*p.B*(p.wbar + (1 + p.rl)*A(:,p.T+1) + (1 - p.Fs - (1 + p.rm)*O(:,p.T+1).*Th(:,p.T+1)).*H(:,p.T+1)).^(1 - p.sigma)/(1 - p.sigma); +% +% V = ((1 - p.sigma)*(1 - p.beta)/(1 - p.beta^p.T)*mean(V))^(1/(1 - p.sigma)); +% +% fprintf('\n') +% fprintf('Life Time Value, CEV = %9.4f \n', V); + +end + +% weights = zeros(numel(moment_data), 1); +% +% weights(1) = 10; +% weights(2 : 8) = 1; +% weights(5 : 6) = 10; % mean/median liquid assets +% weights(10) = 1; +% weights(12) = 1; +% weights(13) = 20; +% weights(14:15) = 1; +% weights(35) = 1; +% +% +% weights = weights/sum(weights); +% +% err_mom = (moment_model - moment_data)./(1 + moment_data); +% err_mom = (weights'*err_mom.^2).^(1/2); +% +% if exist('x', 'var') +% +% fprintf('%5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f \n', [x(:)', err_mom]); +% +% else +% +% fprintf('\n'); +% fprintf('value of objective = %5.6f \n', err_mom); +% fprintf('\n'); +% +%end + + + +if 0 % plot life-cycle facts + + Hage = zeros(12, 1); + Wage = zeros(12, 1); + Yage = zeros(12, 1); + Dage = zeros(12, 1); + + + for i = 1 : 12 + + Hage(i) = mean(vec(H(:, 1 + (i - 1)*20 + 1 : i*20))); % end of period + Wage(i) = mean(vec(W(:, 1 + (i - 1)*20 + 1 : i*20))); + Yage(i) = mean(vec(Y(:, (i - 1)*20 + 1 : i*20)))*4; + Dage(i) = mean(vec(Debt(:, 1 + (i - 1)*20 + 1 : i*20))); + + end + + Hagedata = [1.1087; 1.4087; 1.4763; 1.9266; 2.0235; 2.4097; 2.4357; 2.1536; 2.1235; 2.2089; 1.9586; 1.6400]; + Wagedata = [0.6662; 0.8185; 0.8671; 1.2850; 1.4026; 1.7998; 2.0514; 2.1628; 2.2489; 2.6734; 2.6458; 2.4242]; + Dagedata = [0.7153; 0.9609; 0.9500; 1.0210; 1.0908; 1.0429; 0.8714; 0.6650; 0.5929; 0.2739; 0.1116; 0.1019]; + Yagedata = [0.9588; 0.9789; 1.0230; 1.0682; 1.0930; 1.2830; 1.0935; 0.9195; 0.9010; 0.6512; 0.6091; 0.7702]; + + Aage = Wage - (Hage - Dage); + Aagedata = Wagedata - (Hagedata - Dagedata); + + figure(100) + + set(gcf,'DefaultLineLineWidth', 3); + subplot(2,2,1); + plot((27.5:5:82.5)', [Yagedata/mean(Yagedata), Yage/mean(Yage)]); + set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) + set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') + xlabel('age', 'Interpreter','latex'); + title('A. Income', 'Interpreter','latex'); + xlim([25, 85]); + + subplot(2,2,2); + plot((27.5:5:82.5)', [Wagedata./Yagedata, Wage./Yage]); + set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) + set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') + xlabel('age', 'Interpreter','latex'); + title('B. Wealth to Income', 'Interpreter','latex'); + xlim([25, 85]); + + subplot(2,2,3); + plot((27.5:5:82.5)', [Hagedata./Yagedata, Hage./Yage]); + set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) + set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') + xlabel('age', 'Interpreter','latex'); + title('C. Housing to Income', 'Interpreter','latex'); + xlim([25, 85]); + + subplot(2,2,4); + plot((27.5:5:82.5)', [(Hagedata - Dagedata)./Yagedata, (Hage - Dage)./Yage]); + set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) + set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') + xlabel('age', 'Interpreter','latex'); + title('D. Housing Wealth to Income', 'Interpreter','latex'); + xlim([25, 85]); + +end diff --git a/42/replication_package/model_replication/Main nu 3 2016/simulate_ganong.m b/42/replication_package/model_replication/Main nu 3 2016/simulate_ganong.m new file mode 100644 index 0000000000000000000000000000000000000000..9fce795e9d2e8efe5f4017a2524d7be27cdfe091 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 2016/simulate_ganong.m @@ -0,0 +1,586 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 5; + +% Without intervention + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:, 1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:, 1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); +Rt = zeros(S, 1); +MPRt = zeros(S, 1); % Beraja-Hurst propensity to refinance: amount of newly refinanced mortgages / outstanding stock of all existing mortgages +Emt = zeros(S, 1); % median equity (1 - LTV) for borrowers + + + +for time = 1 : S + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + Rt(time) = mean(vec(Dsim(:, :, time) == 4 & Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0))/mean(vec(Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0)); + +end + + +% With intervention + +start_new; + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = zeros(2*N, T, S); + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +Rcsim = zeros(2*N, T, S + 1); + +Rcsim(:, :, 1 : 2) = 1; + +Ocsim(:, :, 2) = Osim(:,:,2); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + + rent = Hcsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time), Rcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + rind = state(:, 5); % made this state variable an index (1, 2), or else doesn't respect monotonicity + + ntemp = numel(find(~rent)); + + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind, rind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + inactive = Dcsim(:, initage, time) == 5; + + Rcsim(:, initage, time + 1) = Rcsim(:, initage, time).*inactive + p.nr.*(1 - inactive); + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nr, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), Rcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Yct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); +Rct = zeros(S, 1); + +for time = 1 : S + + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)).*Hcsim(:, :, time))); + Rct(time) = mean(vec(Dcsim(:, :, time) == 4 & Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0))/mean(vec(Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0)); + +end + + + + +% Next, simulate Ganong-Noel Experiment + + +Agsim = Asim; +Ogsim = Osim; +Thgsim = Thsim; +Hgsim = Hsim; + +Cgsim = Csim; +Lgsim = Lsim; +Dgsim = Dsim; + +Vgsim = zeros(2*N, T, S); + +Pallgsim = Pallsim; +Vallgsim = Vallsim; + +Rgsim = zeros(2*N, T, S + 1); + +Rgsim(:, :, 1 : 2) = 1; + +time = 2; + +%Thgsim(:, :, time) = Thsim(:, :, time); +%Ogsim(:, :, time) = min(Osim(:, :, time) + 0.056978./Thsim(:, :, time), 1).*(Hsim(:, :, time) > 0 & Osim(:, :, time) > 0 & Thsim(:, :, time) > 0); % only for borrowers % make change a fixed fraction of value of their homes + +% Select these if want to introduce liquidity injection after interest rate change + +Thgsim(:, :, time) = Thsim(:, :, time).*(Thsim(:, :,time) > 0 & Hsim(:,:,time) > 0) + p.tgrid(end).*(Thsim(:, :,time) == 0 & Hsim(:,:,time) > 0); +Ogsim(:, :, time) = min(Osim(:, :, time) + 0.01/(1 + p.rm0)./Thgsim(:, :, time), 1).*(Hsim(:, :, time) > 0); % make change a fixed fraction of value of their homes + +Transfer = (1 + p.rm0)*(Ogsim(:, :, time).*Thgsim(:, :, time) - Osim(:, :, time).*Thsim(:, :, time)).*Hsim(:, :, time); + +RHS = (1 + interest(Asim(:, :, time), p)).*Asim(:, :, time) + Transfer; + +data = [RHS(:)./(1 + p.rh), RHS(:)./(1 + p.rl)]; + + +Agsim(:, :, time) = reshape(bisect('findtransfer', min(data, [], 2) - 0.1, max(data, [], 2) + 0.1, RHS(:), p), 2*N, T); + + +% Only comment out if GN payment and principal reduction + +%Ogsim(:, :, time) = Osim(:, :, time); +%Thgsim(:, :, time) = Thsim(:, :, time); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + + rent = Hgsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Agsim(rent, initage, time), p)).*Agsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vgsim(rent, initage, time), Pallgsim(rent, 1 : 3, initage, time), Vallgsim(rent, 1 : 3, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallgsim(rent, 1 : 3, initage, time), 2)]; + + + Dgsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dgsim(rent, initage, time)); + + Lgsim(rent, initage, time) = Lall(ind); + Ogsim(rent, initage, time + 1) = Oall(ind); + Thgsim(rent, initage, time + 1) = Thall(ind); + Hgsim(rent, initage, time + 1) = Hall(ind); + + + % Homeowners + + Attemp = (1 + interest(Agsim(~rent, initage, time), p)).*Agsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hgsim(~rent, initage, time); + + state = [Attemp, Ogsim(~rent, initage, time), Thgsim(~rent, initage, time), Hgsim(~rent, initage, time), Rgsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + rind = state(:, 5); % made this state variable an index (1, 2), or else doesn't respect monotonicity + + ntemp = numel(find(~rent)); + + + [Lall, Oall, Thall, Hall, Vgsim(~rent, initage, time), Pallgsim(~rent, :, initage, time), Vallgsim(~rent, :, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind, rind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallgsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dgsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dgsim(~rent, initage, time)); + + Lgsim(~rent, initage, time) = Lall(ind); + Ogsim(~rent, initage, time + 1) = Oall(ind); + Thgsim(~rent, initage, time + 1) = Thall(ind); + Hgsim(~rent, initage, time + 1) = Hall(ind); + + + inactive = Dgsim(:, initage, time) == 5; + + Rgsim(:, initage, time + 1) = Rgsim(:, initage, time).*inactive + p.nr.*(1 - inactive); + + + % Find consumption + + rent = Hgsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nr, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lgsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lgsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Cgsim(rent, initage, time) = max(min(Crint(Lgsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Agsim(rent, initage, time + 1)] = savings(Cgsim(rent, initage, time), Lgsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lgsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lgsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Cgsim(~rent, initage, time) = max(min(Chint(Lgsim(~rent, initage, time), Ogsim(~rent,initage, time + 1), Thgsim(~rent,initage, time + 1), Hgsim(~rent,initage, time + 1), Rgsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Agsim(~rent, initage, time + 1)] = savings(Cgsim(~rent, initage, time), Lgsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + if age == T + + Agsim(:, initage, time + 1) = 0; + Ogsim(:, initage, time + 1) = 0; + Thgsim(:, initage, time + 1) = 0; + Hgsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cgt = zeros(S, 1); +Ygt = zeros(S, 1); +Agt = zeros(S, 1); +Hgt = zeros(S, 1); +Dgt = zeros(S, 1); +Rgt = zeros(S, 1); + + +for time = 1 : S + + Cgt(time) = mean(vec(Cgsim(:, :, time))); + Hgt(time) = mean(vec(Hgsim(:, :, time))); + Agt(time) = mean(vec(Agsim(:, :, time))); + Dgt(time) = mean(vec(Ogsim(:, :, time).*Thgsim(:, :, time).*p.Pgrid(Rgsim(:,:,time)).*Hgsim(:, :, time))); + Rgt(time) = mean(vec(Dgsim(:, :, time) == 4 & Hgsim(:, :, time) > 0 & Ogsim(:, :, time).*Thgsim(:, :, time) > 0))/mean(vec(Hgsim(:, :, time) > 0 & Ogsim(:, :, time).*Thgsim(:, :, time) > 0)); + +end + +Vnew = reshape(Vgsim(:, :, 2), 2*N*T, 1); +Vold = reshape(Vcsim(:, :, 2), 2*N*T, 1); +UCold = reshape(Ccsim(:, :, 2).^(- p.sigma), 2*N*T, 1); +Tran = reshape(Transfer, 2*N*T, 1); + +ind = Tran > 0; + +gains = max(min((Vnew(ind) - Vold(ind))./Transfer(ind)./UCold(ind), 1), 0); % small fraction due to interpolation error + + +PTI = p.mbar0*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + +LTV = Osim(:, :, time).*Thsim(:, :, time)/dP; + +sel = LTV > 0.95; +sel = sel(ind); + +if 0 % annual MPC + +MPC = (Cgsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 2).^(-p.sigma/p.gamma) - (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma))) + ... + (Cgsim(:, :, 3) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 3).^(-p.sigma/p.gamma) - (Ccsim(:, :, 3) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 3).^(-p.sigma/p.gamma))) + ... + (Cgsim(:, :, 4) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 4).^(-p.sigma/p.gamma) - (Ccsim(:, :, 4) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 4).^(-p.sigma/p.gamma))) + ... + (Cgsim(:, :, 5) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 5).^(-p.sigma/p.gamma) - (Ccsim(:, :, 5) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 5).^(-p.sigma/p.gamma))); + +MPC = reshape(MPC, 2*N*T, 1); + +MPC = MPC(ind)./Tran(ind); + +else % quarterly MPC + +MPC = (Cgsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 2).^(-p.sigma/p.gamma) - (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma))); + +MPC = reshape(MPC, 2*N*T, 1); + +MPC = MPC(ind)./Tran(ind); + + +end + +fprintf('\n') +fprintf('Table 10, C. Severity of Liquidity Constraints \n') +fprintf('\n') +fprintf('fraction liquidity constrained = %9.2f\n', mean(gains > 0)); +fprintf('mean valuation of liquidity = %9.2f\n', mean(gains(gains > 0))); +fprintf('mean fraction consumed = %9.2f\n', mean(MPC(gains > 0))); diff --git a/42/replication_package/model_replication/Main nu 3 2016/simulate_liquidity.m b/42/replication_package/model_replication/Main nu 3 2016/simulate_liquidity.m new file mode 100644 index 0000000000000000000000000000000000000000..f1a98bf0bba088c6c0c726918609bed6e0da36d0 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 2016/simulate_liquidity.m @@ -0,0 +1,521 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 5; + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); +Deltasim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); + + +% find out who is constrained in period 2 + + +for time = 1 : S + + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + +end + + +% Next Study Liquidity Injection: raise everyone's omega by 1% and increase A by the corresponding amount + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = Vsim; + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +time = 2; + +Thcsim(:, :, time) = Thsim(:, :, time).*(Thsim(:, :,time) > 0 & Hsim(:,:,time) > 0) + p.tgrid(end).*(Thsim(:, :,time) == 0 & Hsim(:,:,time) > 0); + +Ocsim(:, :, time) = min(Osim(:, :, time) + 0.01/(1 + p.rm)./Thcsim(:, :, time), 1).*(Hsim(:, :, time) > 0); + + +Transfer = (1 + p.rm)*(Ocsim(:, :, time).*Thcsim(:, :, time) - Osim(:, :, time).*Thsim(:, :, time)).*Hsim(:, :, time); + +RHS = (1 + interest(Asim(:, :, time), p)).*Asim(:, :, time) + Transfer; + +data = [RHS(:)./(1 + p.rh), RHS(:)./(1 + p.rl)]; + + +Acsim(:, :, time) = reshape(bisect('findtransfer', min(data, [], 2) - 0.1, max(data, [], 2)+0.1, RHS(:), p), 2*N, T); + + +%Ocsim(:, :, time) = Osim(:, :, time); +%Thcsim(:, :, time) = Thsim(:, :, time); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + % Renters + + rent = Hcsim(:, initage, time) == 0; + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); + + +for time = 1 : S + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*Hcsim(:, :, time))); + +end + + +MPCt = (Cct - Ct)/mean(vec(Transfer)); + + +% Ask: how many homeowners (in period time = 2) benefit, so Vcsim(:, :, time) > Vsim(:, :, time) and what do + +% 1. Fraction of homeowners who benefit + +% 2. Distribution of welfare gains + +Vnew = reshape(Vcsim(:, :, 2), 2*N*T, 1); +Vold = reshape(Vsim(:, :, 2), 2*N*T, 1); +UCold = reshape(Csim(:, :, 2).^(- p.sigma), 2*N*T, 1); +Transfer = reshape(Transfer, 2*N*T, 1); + +PTI = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + +ind = Transfer > 0; + +gains = max(min((Vnew(ind) - Vold(ind))./Transfer(ind)./UCold(ind), 1), 0); % small fraction due to interpolation error + +htm = PTI >=0.17; +htm = reshape(htm, 2*N*T, 1); + +htm = htm(ind); + +fbenefit = mean(gains > 0); + +MPC = (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma) - (Csim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Csim(:, :, 2).^(-p.sigma/p.gamma))); +MPC = reshape(MPC, 2*N*T, 1); + +MPC = MPC(ind)./Transfer(ind); + +clc + + +fprintf('\n') +fprintf('Table 10, C. Severity of Liquidity Constraints \n') +fprintf('\n') +fprintf('fraction liquidity constrained = %9.2f\n', mean(gains > 0)); +fprintf('mean valuation of liquidity = %9.2f\n', mean(gains(gains > 0))); +fprintf('mean fraction consumed = %9.2f\n', mean(MPC(gains > 0))); + + +% plot value of liquidity as a function of various characteristics + +% 1. Loan to Value + +ltv = Thsim(:, :, 2).*Osim(:,:,2); +lasst = Asim(:, :, 2)./(Asim(:,:,2) + (1 - Thsim(:, :, 2).*Osim(:, :, 2)).*Hsim(:,:,2)); % liquid assets to wealth +logy = log(Ysim(:, :, 2)); % log income +pti = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + + +ltv = ltv(ind); +lasst = lasst(ind); +logy = logy(ind); +pti = pti(ind); + +prefi = squeeze(Pallsim(:, 4, :, time)); +prefi = prefi(ind); + +xx = [ltv, pti, lasst, logy]; +yy = gains; + +figure(5) +subplot(2, 2, 1) + +[xxmed, yymed] = binned_plot(xx(:,1), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, 0, 0.9); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); + +hold on; + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('loan-to-value ratio','Interpreter','latex'); +ylabel('value of liquidity','Interpreter','latex'); +title('A. LTV','Interpreter','latex'); +box on + + +subplot(2, 2, 2) + +[xxmed, yymed] = binned_plot(xx(:,2), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, 0, 0.3); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('payment to income ratio','Interpreter','latex'); +title('B. PTI','Interpreter','latex'); +box on + + + +subplot(2, 2, 3) + +[xxmed, yymed] = binned_plot(xx(:,3), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, xxmed(1), xxmed(end)); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('liquid assets to wealth','Interpreter','latex'); +ylabel('value of liquidity','Interpreter','latex'); +title('C. Liquid Assets to Wealth','Interpreter','latex'); +box on + + +subplot(2, 2, 4) + +[xxmed, yymed] = binned_plot(xx(:,4), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, xxmed(1), xxmed(end)); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('log income','Interpreter','latex'); +title('D. Income','Interpreter','latex'); +box on diff --git a/42/replication_package/model_replication/Main nu 3 2016/simulate_new.m b/42/replication_package/model_replication/Main nu 3 2016/simulate_new.m new file mode 100644 index 0000000000000000000000000000000000000000..e0bf47779c8dd53984fadef6efc1b3c0a938880c --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 2016/simulate_new.m @@ -0,0 +1,509 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 3; + +% Without intervention + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:, 1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:, 1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); +Rt = zeros(S, 1); +MPRt = zeros(S, 1); % Beraja-Hurst propensity to refinance: amount of newly refinanced mortgages / outstanding stock of all existing mortgages +Emt = zeros(S, 1); % median equity (1 - LTV) for borrowers + + + +for time = 1 : S + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + Rt(time) = mean(vec(Dsim(:, :, time) == 4 & Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0))/mean(vec(Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0)); + + MPRt(time) = sum(vec((Dsim(:,:, time) == 4).*Osim(:, :, time + 1).*Thsim(:, :, time + 1).*Hsim(:, :, time + 1)))/... + sum(vec( Osim(:, :, time ).*Thsim(:, :, time ).*Hsim(:, :, time ))); + + LTV = vec(Osim(:, :, time).*Thsim(:, :, time)); + + Emt(time) = 1 - median(LTV(LTV > 0)); + +end + + +% With intervention + +start_new; + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = zeros(2*N, T, S); + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +Rcsim = zeros(2*N, T, S + 1); + +Rcsim(:, :, 1 : 2) = 1; + +Ocsim(:, :, 2) = Osim(:,:,2)*p.adjustomega; + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + + rent = Hcsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time), Rcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + rind = state(:, 5); % made this state variable an index (1, 2), or else doesn't respect monotonicity + + ntemp = numel(find(~rent)); + + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind, rind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + inactive = Dcsim(:, initage, time) == 5; + + Rcsim(:, initage, time + 1) = Rcsim(:, initage, time).*inactive + p.nr.*(1 - inactive); + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nr, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), Rcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Yct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); +Rct = zeros(S, 1); +MPRct = zeros(S, 1); % Beraja-Hurst propensity to refinance: amount of newly refinanced mortgages / outstanding stock of all existing mortgages +Emct = zeros(S, 1); % median equity (1 - LTV) for borrowers + + +for time = 1 : S + + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)).*Hcsim(:, :, time))); + Rct(time) = mean(vec(Dcsim(:, :, time) == 4 & Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0))/mean(vec(Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0)); + + MPRct(time) = sum(vec((Dcsim(:,:, time) == 4).*Ocsim(:, :, time + 1).*Thcsim(:, :, time + 1).*p.Pgrid(Rcsim(:, :, time + 1)).*Hcsim(:, :, time + 1)))/... + sum(vec( Ocsim(:, :, time ).*Thcsim(:, :, time ).*p.Pgrid(Rcsim(:, :, time )).*Hcsim(:, :, time ))); + + if time == 1 + + LTV = vec(Ocsim(:, :, time).*Thcsim(:, :, time)); + + else + + LTV = vec(Ocsim(:, :, time).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)))/p.Pgrid(p.nr); + + end + + Emct(time) = 1 - median(LTV(LTV > 0)); + +end + + + +% Characteristics of those who refinance: with and without the shock + +Wsim = Asim + Hsim.*(1 - Osim.*Thsim); + +time = 2; + +Wtemp = Wsim(:, :, time); % only state variables +Atemp = Asim(:, :, time); +LTV = Osim(:, :, time).*Thsim(:, :, time); +Htemp = Hsim(:, :, time); +LY = Atemp./Ysim(:, :, time); +Sh = 1 - Atemp./Wtemp; +Agetemp = Agesim(:, :, time)/4 + 25; +Ytemp = Ysim(:, :, time); + +refin = Dsim(:, :, time) == 4 & Hsim(:, :, time) > 0; +owner = Hsim(:, :, time) > 0; + +fprintf('\n'); +fprintf('Characteristics of Refinancers Absent Shock\n'); +fprintf('\n'); +fprintf('All, Refinance, Dont Refinance\n'); + +fprintf('\n'); + +fprintf('\n'); +fprintf('Mean Liquid Assets = %9.2f %9.2f %9.2f \n', [mean(Atemp(owner)), mean(Atemp(owner & refin)), mean(Atemp(owner & ~refin))]); +fprintf('Mean Income = %9.2f %9.2f %9.2f \n', [mean(Ytemp(owner)), mean(Ytemp(owner & refin)), mean(Ytemp(owner & ~refin))]); +fprintf('Mean Liquid Asset to Income = %9.2f %9.2f %9.2f \n', [mean(LY(owner)), mean(LY(owner & refin)), mean(LY(owner & ~refin))]); +fprintf('Mean Share Housing Wealth = %9.2f %9.2f %9.2f \n', [mean(Sh(owner)), mean(Sh(owner & refin)), mean(Sh(owner & ~refin))]); +fprintf('Mean Wealth = %9.2f %9.2f %9.2f \n', [mean(Wtemp(owner)), mean(Wtemp(owner & refin)), mean(Wtemp(owner & ~refin))]); +fprintf('Mean LTV = %9.2f %9.2f %9.2f \n', [mean(LTV(owner)), mean(LTV(owner & refin)), mean(LTV(owner & ~refin))]); +fprintf('Mean House = %9.2f %9.2f %9.2f \n', [mean(Htemp(owner)), mean(Htemp(owner & refin)), mean(Htemp(owner & ~refin))]); +fprintf('Mean Age = %9.2f %9.2f %9.2f \n', [mean(Agetemp(owner)), mean(Agetemp(owner & refin)), mean(Agetemp(owner & ~refin))]); + +fprintf('\n'); +fprintf('\n'); + + +Wcsim = zeros(size(Acsim)); + +Wcsim(:,:, 1) = Acsim(:, :, 1) + p.Pgrid(1)*Hcsim(:, :, 1).*(1 - Ocsim(:, :, 1).*Thcsim(:, :, 1)); + +Wcsim(:, :, 2: end) = Acsim(:, :, 2 : end) + p.Pgrid(p.nr)*Hcsim(:,:,2:end) - p.Pgrid(Rcsim(:,:,2:end)).*Ocsim(:, :, 2:end).*Thcsim(:, :, 2:end); + +time = 2; + +Wtemp = Wcsim(:, :, time); % only state variables +Atemp = Acsim(:, :, time); +LTV = Ocsim(:, :, time).*Thcsim(:, :, time); +Htemp = Hcsim(:, :, time); +LY = Atemp./Ysim(:, :, time); +Sh = 1 - Atemp./Wtemp; +Agetemp = Agesim(:, :, time)/4 + 25; +Ytemp = Ysim(:, :, time); + +refin = Dcsim(:, :, time) == 4 & Hcsim(:, :, time) > 0; +owner = Hcsim(:, :, time) > 0; + +fprintf('\n'); +fprintf('Characteristics of Refinancers With Shock\n'); +fprintf('\n'); +fprintf('All, Refinance, Dont Refinance\n'); + +fprintf('\n'); + +fprintf('\n'); +fprintf('Mean Liquid Assets = %9.2f %9.2f %9.2f \n', [mean(Atemp(owner)), mean(Atemp(owner & refin)), mean(Atemp(owner & ~refin))]); +fprintf('Mean Income = %9.2f %9.2f %9.2f \n', [mean(Ytemp(owner)), mean(Ytemp(owner & refin)), mean(Ytemp(owner & ~refin))]); +fprintf('Mean Liquid Asset to Income = %9.2f %9.2f %9.2f \n', [mean(LY(owner)), mean(LY(owner & refin)), mean(LY(owner & ~refin))]); +fprintf('Mean Share Housing Wealth = %9.2f %9.2f %9.2f \n', [mean(Sh(owner)), mean(Sh(owner & refin)), mean(Sh(owner & ~refin))]); +fprintf('Mean Wealth = %9.2f %9.2f %9.2f \n', [mean(Wtemp(owner)), mean(Wtemp(owner & refin)), mean(Wtemp(owner & ~refin))]); +fprintf('Mean LTV = %9.2f %9.2f %9.2f \n', [mean(LTV(owner)), mean(LTV(owner & refin)), mean(LTV(owner & ~refin))]); +fprintf('Mean House = %9.2f %9.2f %9.2f \n', [mean(Htemp(owner)), mean(Htemp(owner & refin)), mean(Htemp(owner & ~refin))]); +fprintf('Mean Age = %9.2f %9.2f %9.2f \n', [mean(Agetemp(owner)), mean(Agetemp(owner & refin)), mean(Agetemp(owner & ~refin))]); + +fprintf('\n'); +fprintf('\n'); + + +% MPC out of transfer in Ganong-Noel Experiment + + +time = 2; + +Transfer = (p.mbargrid(p.nr) - p.mbargrid(Rcsim(:, :, time))).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)).*Hcsim(:,:,time).*(Dcsim(:, :, time) == 5).*(Osim(:,:,time) > 0); + +dC = (Ccsim(:, :, time) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, time).^(-p.sigma/p.gamma) - (Csim(:, :, time) - p.phi^(1 + 1/p.gamma)*Csim(:, :, time).^(-p.sigma/p.gamma))); +dA = Acsim(:, :, time + 1) - Asim(:, :, time + 1); + +htm = Acsim(:, :, time + 1) <= 1/6.5*Ysim(:,:,time); + +gains = Vcsim(:, :, time) - Vsim(:, :, time); + +good = Transfer > 0 & Dcsim(:, :, time) == 5 & Dsim(:, :, time) == 5; + + +MPC = dC(good)./Transfer(good); +gains = gains(good); +htm = htm(good); + +fbenefit = mean(gains > 0); +fprintf('\n') + +fprintf('Fraction who benefit = %9.2f \n', fbenefit); + +fprintf('\n') +fprintf('MPC, mean = %9.2f %9.2f %9.2f \n', [mean(MPC(gains > 0)), mean(MPC(gains > 0 & htm)), mean(MPC(gains > 0 & ~htm)) ]); +fprintf('MPC, 10th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 10), prctile(MPC(gains > 0 & htm), 10), prctile(MPC(gains > 0 & ~htm), 10)]); +fprintf('MPC, 25th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 25), prctile(MPC(gains > 0 & htm), 25), prctile(MPC(gains > 0 & ~htm), 25)]); +fprintf('MPC, 50th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 50), prctile(MPC(gains > 0 & htm), 50), prctile(MPC(gains > 0 & ~htm), 50)]); +fprintf('MPC, 75th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 75), prctile(MPC(gains > 0 & htm), 75), prctile(MPC(gains > 0 & ~htm), 75)]); +fprintf('MPC, 90th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 90), prctile(MPC(gains > 0 & htm), 90), prctile(MPC(gains > 0 & ~htm), 90)]); + diff --git a/42/replication_package/model_replication/Main nu 3 2016/simulate_taxrebate.m b/42/replication_package/model_replication/Main nu 3 2016/simulate_taxrebate.m new file mode 100644 index 0000000000000000000000000000000000000000..eda04cb862a1c6dc48049ea7379111fe256ed97e --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 2016/simulate_taxrebate.m @@ -0,0 +1,507 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 5; + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); +Deltasim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); + + +% find out who is constrained in period 2 + + +for time = 1 : S + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + +end + + +% Next Study Impact of 500$ cash transfer + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = Vsim; + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +time = 2; + + +Transfer = 0.0388; + +RHS = (1 + interest(Asim(:, :, time), p)).*Asim(:, :, time) + Transfer; + +data = [RHS(:)./(1 + p.rh), RHS(:)./(1 + p.rl)]; + +Acsim(:, :, time) = reshape(bisect('findtransfer', min(data, [], 2) - 0.1, max(data, [], 2) + 0.1, RHS(:), p), 2*N, T); + + +%Ocsim(:, :, time) = Osim(:, :, time); +%Thcsim(:, :, time) = Thsim(:, :, time); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + % Renters + + rent = Hcsim(:, initage, time) == 0; + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); + + +for time = 1 : S + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*Hcsim(:, :, time))); + +end + + +MPCt = (Cct - Ct)/mean(vec(Transfer)); + + +% Ask: how many homeowners (in period time = 2) benefit, so Vcsim(:, :, time) > Vsim(:, :, time) and what do + +% 1. Fraction of homeowners who benefit + +% 2. Distribution of welfare gains + +Vnew = reshape(Vcsim(:, :, 2), 2*N*T, 1); +Vold = reshape(Vsim(:, :, 2), 2*N*T, 1); +UCold = reshape(Csim(:, :, 2).^(- p.sigma), 2*N*T, 1); + +PTI = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + + +gains = max(min((Vnew(:) - Vold(:))./Transfer(:)./UCold(:), 1), 0); % small fraction due to interpolation error + + +MPC = (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma) - (Csim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Csim(:, :, 2).^(-p.sigma/p.gamma)))/Transfer; + +owners = Hsim(:, :, 2) > 0; + +fprintf('MPC, mean = %9.2f %9.2f %9.2f \n', [mean(MPC(:)), mean(MPC(owners)), mean(MPC(~owners)) ]); +fprintf('MPC, 10th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 10), prctile(MPC(owners), 10), prctile(MPC(~owners), 10)]); +fprintf('MPC, 25th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 25), prctile(MPC(owners), 25), prctile(MPC(~owners), 25)]); +fprintf('MPC, 50th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 50), prctile(MPC(owners), 50), prctile(MPC(~owners), 50)]); +fprintf('MPC, 75th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 75), prctile(MPC(owners), 75), prctile(MPC(~owners), 75)]); +fprintf('MPC, 90th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 90), prctile(MPC(owners), 90), prctile(MPC(~owners), 90)]); + + + +% plot MPC as a function of various characteristics for homeowners + +% 1. Loan to Value + +ltv = Thsim(:, :, 2).*Osim(:,:,2); +lasst = Asim(:, :, 2)./(Asim(:,:,2) + (1 - Thsim(:, :, 2).*Osim(:, :, 2)).*Hsim(:,:,2)); % liquid assets to wealth +logy = log(Ysim(:, :, 2)); % log income +pti = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + +ind = Hsim(:, :, 2) > 0; + + +ltv = ltv(ind); +lasst = lasst(ind); +logy = logy(ind); +pti = pti(ind); +mpc = MPC(ind); + +prefi = squeeze(Pallsim(:, 4, :, time)); +prefi = prefi(ind); + +xx = [ltv, pti, lasst, logy]; +yy = mpc; + +figure(5) +subplot(2, 2, 1) + +[xxmed, yymed] = binned_plot(xx(:,1), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, 0, 0.85); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); + +hold on; + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('loan-to-value ratio','Interpreter','latex'); +ylabel('MPC','Interpreter','latex'); +title('A. LTV','Interpreter','latex'); +box on + + +subplot(2, 2, 2) + +[xxmed, yymed] = binned_plot(xx(:,2), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, 0, 0.3); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('payment to income ratio','Interpreter','latex'); +title('B. PTI','Interpreter','latex'); +box on + + + +subplot(2, 2, 3) + +[xxmed, yymed] = binned_plot(xx(:,3), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, xxmed(1), xxmed(end)); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('liquid assets to wealth','Interpreter','latex'); +ylabel('MPC','Interpreter','latex'); +title('C. Liquid Assets to Wealth','Interpreter','latex'); +box on + + +subplot(2, 2, 4) + +[xxmed, yymed] = binned_plot(xx(:,4), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, xxmed(1), xxmed(end)); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('log income','Interpreter','latex'); +title('D. Income','Interpreter','latex'); +box on diff --git a/42/replication_package/model_replication/Main nu 3 2016/solve_golden.m b/42/replication_package/model_replication/Main nu 3 2016/solve_golden.m new file mode 100644 index 0000000000000000000000000000000000000000..0fa9a2fd6a76c39a4f9386c0f37fbb122bc9b5a0 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 2016/solve_golden.m @@ -0,0 +1,41 @@ +function [x, v] = solve_golden(f, a, b, varargin) + +tol = 1e-6; + +alpha1 = (3-sqrt(5))/2; +alpha2 = (sqrt(5)-1)/2; + +d = b - a; + +x1 = a + alpha1*d; +x2 = a + alpha2*d; + +f1 = feval(f, x1, varargin{:}); +f2 = feval(f, x2, varargin{:}); + +d = alpha1*alpha2*d; + +x1new = x1; +x2new = x2; +f1new = f1; +f2new = f2; + +while any((d)>tol) + + f1 = f1new; + f2 = f2new; + x1 = x1new; + x2 = x2new; + + d = d*alpha2; + x2new = x1.*(f2=f1); + f2new = f1.*(f2=f1); + + x1new = (x1-d).*(f2=f1); + f1new = feval(f, x1 - d, varargin{:}).*(f2=f1); + +end + +x = x2new.*(f2new>=f1new) + x1new.*(f2new= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase New Home with Mortgage + + + % create a grid of possible houses and initial LTVs + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y; + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/p.hgrid(ht(i, 1)))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.hgrid(ht(i, 1)); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + good = (ttilde <= min(p.thetam, pti*Y/p.mbar/p.hgrid(ht(i, 1)))) & (Ltemp(:,i) > p.lgrid(1)); + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + + end + end + + % Compute pall and v + + [vn, in] = max(vall(:, 1 : 2), [], 2); + vb = vall(:,3); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); % avoid NaN + + pall = zeros(ns, 3); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 3) = pb; + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + + +else + + Lall = zeros(ns, 5); + omegaall = zeros(ns, 5); + thetaall = zeros(ns, 5); + hall = zeros(ns, 5); + vall = zeros(ns, 5); + + for branch = 1 : 1 : 5 + + if branch == 1 % Switch to Renting + + Lall(:, branch) = At + Y + (1 - p.Fs)*s(:,4) - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4); % liquidity after housing choice + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = 0; + + vall(:, branch) = Wrinterp(Lall(:, branch), znow); + + + elseif branch == 2 % Purchase home without mortgage + + vtemp = zeros(ns, p.nh) - 1e12; + + Ltemp = zeros(ns, p.nh); + + Cash = At + Y + (1 - p.Fs)*s(:,4) - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nh + + Ltemp(:,i) = Cash - p.hgrid(i); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (i - 1)*p.no*p.nt + (1 - 1) *p.no + 1; + + good = Ltemp(:, i) >= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase home with mortgage + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y + (1 - p.Fs)*s(:, 4) - (1 + p.rm)*s(:, 2).*s(:, 3).*s(:, 4); + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/p.hgrid(ht(i, 1)))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.hgrid(ht(i, 1)); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbar/p.hgrid(ht(i, 1)))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + elseif branch == 4 % Refinance mortgage + + + vtemp = zeros(ns, p.nt) - 1e12; + Ltemp = zeros(ns, p.nt); + + Cash = At + Y - (1 + p.rm)*s(:, 2).*s(:, 3).*s(:, 4); + + for i = 1 : p.nt + + ttilde = (p.tgrid(i) - p.F0m./s(:,4))/(1 + p.F1m); + + Ltemp(:, i) = Cash + ttilde.*s(:, 4); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbar./s(:,4))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (i - 1)*p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(htemp); + hall(:, branch) = s(:, 4); + + elseif branch == 5 % Stay inactive + + vtemp = zeros(ns, p.no + 1) - 1e12; + Ltemp = zeros(ns, p.no + 1); + + % Pay more than required + + Cash = At + Y - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.no + + Ltemp(:, i) = Cash + p.ogrid(i).*s(:,3).*s(:,4); + + good = (p.ogrid(i) < max((1 + p.rm)*s(:,2) - p.mbar, 0)) & (Ltemp(:, i) >= p.lgrid(1)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + i; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + % Pay minimum required + + otemp = max((1 + p.rm)*s(:,2) - p.mbar, 0); + + Ltemp(:, p.no + 1) = At + Y - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4) + otemp.*s(:,3).*s(:,4); + + good = (Ltemp(:, p.no + 1) >= p.lgrid(1)); + + + if any(good) + + % Interpolate + + otempind = lookup1(p.ogrid, otemp, 3); + + w = (p.ogrid(otempind + 1) - otemp)./(p.ogrid(otempind + 1) - p.ogrid(otempind)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind; + + + vtemp(good, p.no + 1) = w(good).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind + 1; + + vtemp(good, p.no + 1) = vtemp(good, p.no + 1) + (1 - w(good)).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + + end + + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.no + 1], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(htemp <= p.no, branch) = p.ogrid(htemp(htemp <= p.no)); + omegaall(htemp > p.no, branch) = otemp(htemp > p.no); + + thetaall(:, branch) = p.tgrid(tnow); + hall(:, branch) = s(:,4); + + + end + end + + + % Compute pall and v + + [vn, in] = max(vall(:, [1, 2, 5]), [], 2); + [vb, ib] = max(vall(:, [3, 4]), [], 2); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); + + pall = zeros(ns, 5); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 5) = (1 - pb).*(in == 3); + pall(:, 3) = pb.*(ib == 1); + pall(:, 4) = pb.*(ib == 2); + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + +end + + + + + \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 2016/solveh_new.m b/42/replication_package/model_replication/Main nu 3 2016/solveh_new.m new file mode 100644 index 0000000000000000000000000000000000000000..f621bf5384d336be1a89338da46dfbcf946af9dc --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 2016/solveh_new.m @@ -0,0 +1,358 @@ +function [Lall, omegaall, thetaall, hall, v, pall, vall] = solveh_new(s, Whinterp, Wrinterp, p, pti, type, At, Y, znow, hnow, tnow, rnow) + + ns = size(s, 1); + + + if strcmp(type, 'r') + + Lall = zeros(ns, 3); + omegaall = zeros(ns, 3); + thetaall = zeros(ns, 3); + hall = zeros(ns, 3); + vall = zeros(ns, 3); + + + for branch = 1 : 1 : 3 + + if branch == 1 % Remain Renter + + + Lall(:, branch) = At + Y; + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = 0; + + vall(:, branch) = Wrinterp(Lall(:, branch), znow); + + + elseif branch == 2 % Purchase New Home Without Mortgage + + + vtemp = zeros(ns, p.nh) - 1e12; + + Ltemp = zeros(ns, p.nh); + + Cash = At + Y; + + for i = 1 : p.nh + + Ltemp(:,i) = Cash - p.Pgrid(p.nr)*p.hgrid(i); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (i - 1)*p.no*p.nt + (1 - 1) *p.no + 1; + + good = Ltemp(:, i) >= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase New Home with Mortgage + + + % create a grid of possible houses and initial LTVs + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y; + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.Pgrid(p.nr).*p.hgrid(ht(i, 1)); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + good = (ttilde <= min(p.thetam, pti*Y/p.mbargrid(p.nr)/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))) & (Ltemp(:,i) > p.lgrid(1)); + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + + end + end + + + % Compute pall and v + + [vn, in] = max(vall(:, 1 : 2), [], 2); + vb = vall(:,3); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); % avoid NaN + + pall = zeros(ns, 3); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 3) = pb; + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + + +else + + Lall = zeros(ns, 5); + omegaall = zeros(ns, 5); + thetaall = zeros(ns, 5); + hall = zeros(ns, 5); + vall = zeros(ns, 5); + + for branch = 1 : 1 : 5 + + if branch == 1 % Switch to Renting + + Lall(:, branch) = At + Y + (1 - p.Fs)*p.Pgrid(p.nr)*s(:,4) - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); % liquidity after housing choice + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = 0; + + vall(:, branch) = Wrinterp(Lall(:, branch), znow); + + + elseif branch == 2 % Purchase home without mortgage + + vtemp = zeros(ns, p.nh) - 1e12; + + Ltemp = zeros(ns, p.nh); + + Cash = At + Y + (1 - p.Fs)*p.Pgrid(p.nr)*s(:,4) - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nh + + Ltemp(:,i) = Cash - p.Pgrid(p.nr)*p.hgrid(i); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (i - 1)*p.no*p.nt + (1 - 1) *p.no + 1; + + good = Ltemp(:, i) >= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase home with mortgage + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y + (1 - p.Fs)*p.Pgrid(p.nr)*s(:,4) - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.Pgrid(p.nr)*p.hgrid(ht(i, 1)); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbargrid(p.nr)/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + + elseif branch == 4 % Refinance mortgage + + + vtemp = zeros(ns, p.nt) - 1e12; + Ltemp = zeros(ns, p.nt); + + Cash = At + Y - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nt + + ttilde = (p.tgrid(i) - p.F0m./(p.Pgrid(p.nr)*s(:,4)))/(1 + p.F1m); + + Ltemp(:, i) = Cash + ttilde.*p.Pgrid(p.nr).*s(:, 4); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbargrid(p.nr)./(p.Pgrid(p.nr)*s(:,4)))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (i - 1)*p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(htemp); + hall(:, branch) = s(:, 4); + + + elseif branch == 5 % Stay inactive + + vtemp = zeros(ns, p.no + 1) - 1e12; + Ltemp = zeros(ns, p.no + 1); + + % Pay more than required + + Cash = At + Y - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.no + + Ltemp(:, i) = Cash + p.ogrid(i).*p.Pgrid(s(:,5)).*s(:,3).*s(:,4); + + good = (p.ogrid(i) < max((1 + p.rmgrid(s(:,5))).*s(:,2) - p.mbargrid(s(:,5)), 0)) & (Ltemp(:, i) >= p.lgrid(1)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (rnow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + i; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + % Pay minimum required + + otemp = max((1 + p.rmgrid(s(:,5))).*s(:,2) - p.mbargrid(s(:,5)), 0); + + Ltemp(:, p.no + 1) = At + Y - (1 + p.rmgrid(s(:,5))).*s(:,2).*s(:,3).*s(:,4).*p.Pgrid(s(:,5)) + otemp.*s(:,3).*s(:,4).*p.Pgrid(s(:,5)); + + good = (Ltemp(:, p.no + 1) >= p.lgrid(1)); + + + if any(good) + + % Interpolate + + otempind = lookup1(p.ogrid, otemp, 3); + + w = (p.ogrid(otempind + 1) - otemp)./(p.ogrid(otempind + 1) - p.ogrid(otempind)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (rnow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind; + + + vtemp(good, p.no + 1) = w(good).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (rnow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind + 1; + + vtemp(good, p.no + 1) = vtemp(good, p.no + 1) + (1 - w(good)).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + + end + + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.no + 1], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(htemp <= p.no, branch) = p.ogrid(htemp(htemp <= p.no)); + omegaall(htemp > p.no, branch) = otemp(htemp > p.no); + + thetaall(:, branch) = p.tgrid(tnow); + hall(:, branch) = s(:,4); + + + end + end + + % Compute pall and v + + [vn, in] = max(vall(:, [1, 2, 5]), [], 2); + [vb, ib] = max(vall(:, [3, 4]), [], 2); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); + + pall = zeros(ns, 5); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 5) = (1 - pb).*(in == 3); + pall(:, 3) = pb.*(ib == 1); + pall(:, 4) = pb.*(ib == 2); + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + + +end + + + + + \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 2016/start.m b/42/replication_package/model_replication/Main nu 3 2016/start.m new file mode 100644 index 0000000000000000000000000000000000000000..212678ec0e0c26588cd0125f9db0f75a66376a77 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 2016/start.m @@ -0,0 +1,302 @@ +clear; +clc; + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',22); + +intmeth = 'linear'; +printr = 1; + +optset('bisect', 'tol', 1e-32); + +% Calibrated Parameters + +p.beta = 0.985610; +p.alpha = 0.700147; +p.R = 0.012144; +p.phi = 1.348889; % productivity non-market +p.F0m = 0.418936; % fixed cost of refinancing +p.B = 9.743407; % bequest motive +p.r1 = 0.593826; +p.r2 = 7.051620; +p.rh = (1 + 0.012442)^(1/4) - 1; % upper bound on liquid rate + +% Assigned Parameters + +p.nu = 3; % parameter in exponential distribution + +p.pidelta = [0.975; 0.025]; % probability of expenditure shocks +p.delta = [0; 0.0625]; % expenditure shock, fraction of home (quarterly so divide by 4) + +p.rl = (1 - 0.028)^(1/4) - 1; % lower bound on liquid rate + +p.T = 61*4; % last period of life +p.D = 30*4; % maturity of mortgages + +p.sigma = 2; % CRRA +p.gamma = 1; % Frisch elasticity of non-market production + +p.rm = (1 + 0.025)^(1/4) - 1; % mortgage interest rate + +p.Fs = 0.06; % fixed cost of selling home +p.F1m = 0.005; % proportional cost of refinancing + +p.wbar = 1; % parameter governing luxuriousness of bequests + +p.thetam = 0.85; % maximum LTV +p.thetay = 0.214; % maximum PTI + +rhoz = 0.9908; +sz = 0.0761; +se = (1 - 0.55)^(1/2)*0.4869; % Krueger Perri (2011) show 55% of the variance of trans compon is measurement error so subtract + +time = (1 : 1 : p.T)'; +p.lambdat = exp(0.07982636 - 0.02322307 * (time/4 + 25) + 0.00105409 * (time/4 + 25).^2 - 0.00001028 * (time/4 + 25).^3); + +p.thetay = p.thetay*(1 - 0.3126./(1 + exp(18.629 - 0.3049*(time/4 + 25)))); + +p.mbar = p.rm/(1 - (1 + p.rm)^(-p.D)); % minimum payment required per 1 of initial debt + + +% Quality of Approximation + +p.na = 75; % number of nodes for liquid assets +p.nat = 75; % number of nodes for atilde = (1 + rl)*a - delta*h +p.nl = 75; % number of nodes for liquidity +p.no = 11; % number of nodes for omega (fraction of loan outstanding) +p.nt = 5; % number of possible initial LTV +p.nh = 7; % number of nodes for housing +p.nz = 9; % points for exogenous income z +p.ne = 3; + + +% Discretize Income Process + +[zgrid, Fzz] = rouwenhorst(rhoz, sz, p.nz); +zgrid = exp(zgrid'); +p.zgrid = zgrid; + +[Fz, d] = eigs(Fzz', 1, 'largestabs'); +Fz = Fz/sum(Fz); +Fz = full(Fz); % ergodic distribution of z + +[egrid, we] = qnwnorm(p.ne, 0, se^2); +egrid = exp(egrid); +p.egrid = egrid; + + +% Discretize other state variables + +amin = -0.4; +amax = 100; +p.agrid = amin + (amax - amin)*nodeunif(p.na, 0, 1).^2; + +omin = 0; +omax = 1; +p.ogrid = omin + (omax - omin)*nodeunif(p.no, 0, 1); + +tmin = 0.25; +tmax = p.thetam; % allow to cover fixed cost +p.tgrid = tmin + (tmax - tmin)*nodeunif(p.nt, 0, 1); + +hmin = 5; % minimum house size +hmax = 40; % maximum house size +p.hgrid = hmin + (hmax - hmin)*nodeunif(p.nh, 0, 1).^1.5; + +ymin = min(p.lambdat)*zgrid(1)*egrid(1); +ymax = max(p.lambdat)*zgrid(end)*egrid(end); + +lmin = -1; % keep it reasonably negative so they know that's a bad state to find yourself in +lmax = 125; +p.lgrid = lmin + (lmax - lmin)*nodeunif(p.nl, 0, 1).^1.5; + +atmin = -p.delta(2)*hmax + (1 + p.rl)*amin; +atmax = (1 + p.rh)*amax; +p.atgrid = atmin + (atmax - atmin)*nodeunif(p.nat, 0, 1).^1.5; + + + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.atgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.atgrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for W functions +swr = gridmake(p.lgrid, p.zgrid); + +svht = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for computing intermediate value function (creier prajit) +svrt = gridmake(p.agrid, p.zgrid, p.egrid); + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + +ind3h = kron((1:1:p.no*p.nt*p.nh*p.nz*p.ne)', ones(p.na, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind3r = kron((1:1: p.nz*p.ne)', ones(p.na, 1)); + + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.nat*p.no*p.nt*p.nh*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.nat*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + +cmaxh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amin); % c that implies a' = amin +cmaxr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amin); + +cminh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amax); % c that implies a' = amax +cminr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amax); + +cmaxh = repmat(cmaxh, p.no*p.nt*p.nh*p.nz, 1); +cmaxr = repmat(cmaxr, p.nz, 1); + +cminh = repmat(cminh, p.no*p.nt*p.nh*p.nz, 1); +cminr = repmat(cminr, p.nz, 1); + + +% Terminal value of bequests + +rlh = interest(svbarh(:,1), p); +rlr = interest(svbarr(:,1), p); + +vbarh(:, p.T + 1) = p.pidelta(1)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(1)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma) + ... + p.pidelta(2)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(2)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); + +vbarr(:, p.T + 1) = p.B*(p.wbar + (1 + rlr).*svbarr(:,1)).^(1 - p.sigma)/(1 - p.sigma); + + +for t = p.T : -1 : 1 + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + At = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + [~, ~, ~, ~, vr(:,t)] = solveh(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', At, Y, znow); + + + % Solve discrete choice problem of housing + + At = svh(:,1); + Y = p.lambdat(t)*svh(:,5).*svh(:,6); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat*p.no*p.nt*p.nh, 1)), p.ne, 1); % index of z in (a, omega, theta, h, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.nat*p.no*p.nt, 1)), p.nz*p.ne, 1); % index of h in (a, omega, theta, h, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.nat*p.no, 1)), p.nh*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, z, e) space for owners + + + [~, ~, ~, ~, vh(:,t)] = solveh(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', At, Y, znow, hnow, tnow); + + % We need to interpolate to calculate the expected value before the delta shocks are realized, but after the z,e shocks are realized + + Vhinterp = griddedInterpolant({p.atgrid, (1: 1:p.no*p.nt*p.nh*p.nz*p.ne)'}, reshape(vh(:, t), p.nat, p.no*p.nt*p.nh*p.nz*p.ne), intmeth, 'linear'); + Vrinterp = griddedInterpolant({p.atgrid, (1: 1: p.nz*p.ne)'}, reshape(vr(:, t), p.nat, p.nz*p.ne), intmeth, 'linear'); + + + % Compute expected value and update vbar + + % 1. Step 1: integrate delta shocks by interpolate value of home and rent (which are functions of atilde) + + vhtemp = p.pidelta(1)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(1)*svht(:, 4), ind3h) + p.pidelta(2)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(2)*svht(:, 4), ind3h); + + vrtemp = Vrinterp((1 + interest(svrt(:,1), p)).*svrt(:,1), ind3r); + + % 2. Step 2: integrate income shocks + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh, Fzz}, vhtemp((i - 1)*p.na*p.no*p.nt*p.nh*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nz)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vrtemp((i - 1)*p.na*p.nz + 1 : i*p.na*p.nz)); + + end + +end + + +simulate + +%return + +switch 'steady' + + case 'steady' + + simulate_liquidity + + case 'rdown' + + + dR = +0.01*(1 - 0.2391); + dP = 1; + + p.P0 = 1; % old house price + p.rm0 = p.rm; % old mortgage interest rate + p.mbar0 = p.rm/(1 - (1 + p.rm)^(-p.D - 0)); % mortgage payment after modification (only applies to old mortgages) + + p.P1 = dP; % new house price + p.rm1 = ((1 + p.rm)^4 - dR)^(1/4) - 1; % interest rate on new mortgage + p.mbar1 = p.rm1/(1 - (1 + p.rm1)^(-p.D)); % payment on new mortgage + + %p.rl = ((1 + p.rl)^4 - dR)^(1/4) - 1; + %p.rh = ((1 + p.rh)^4 - dR)^(1/4) - 1; + + p.adjustomega = (p.mbar0/p.mbar)^0; + + %simulate_new + + simulate_ganong; + + + + case 'rup' + + + dR = -0.01*(1 - 0.2391); + dP = 1; + + p.P0 = 1; % old house price + p.rm0 = p.rm; % old mortgage interest rate + p.mbar0 = p.rm/(1 - (1 + p.rm)^(-p.D - 0)); % mortgage payment after modification (only applies to old mortgages) + + p.P1 = dP; % new house price + p.rm1 = ((1 + p.rm)^4 - dR)^(1/4) - 1; % interest rate on new mortgage + p.mbar1 = p.rm1/(1 - (1 + p.rm1)^(-p.D)); % payment on new mortgage + + %p.rl = ((1 + p.rl)^4 - dR)^(1/4) - 1; + %p.rh = ((1 + p.rh)^4 - dR)^(1/4) - 1; + + p.adjustomega = (p.mbar0/p.mbar)^0; + + %simulate_new + + simulate_ganong; + + +end diff --git a/42/replication_package/model_replication/Main nu 3 2016/start_calibration.m b/42/replication_package/model_replication/Main nu 3 2016/start_calibration.m new file mode 100644 index 0000000000000000000000000000000000000000..c4202e2c46afbcb375b694cb2100fb4d088e4fc8 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 2016/start_calibration.m @@ -0,0 +1,70 @@ +clear; +clc; + +format short g + +p.beta = 0.985610; +p.alpha = 0.700147; +p.R = 0.012144; +p.phi = 1.348889; % productivity non-market +p.F0m = 0.418936; % fixed cost of refinancing +p.B = 9.743407; % bequest motive +p.r1 = 0.593826; +p.r2 = 7.051620; +p.rh = (1 + 0.012442)^(1/4) - 1; % upper bound on liquid rate + +x = [p.beta; p.alpha; p.R; p.phi; p.F0m; p.B; p.r1; p.r2; (1 + p.rh)^4 - 1]; + +lb = [0.985; 0.60; 0.0120; 1.30; 0.35; 9.3; 0.5; 5; 0.010 ]; +ub = [0.986; 0.80; 0.0123; 1.40; 0.50; 10.0; 0.7; 9; 0.015 ]; + +ftarget = @(x) objective(x); + +% ftarget(x) +% return + +switch 'fminsearch' + + case 'fminsearch' + + disp('fminsearch') + + options = optimset('fminsearch'); + options.Display = 'iter'; + options.TolX = 1e-4; + options.MaxFunEvals = 250; + + x = fminsearchbnd(ftarget, x, lb, ub, options); + + + case 'ga' + + parpool + + disp('ga') + gaoptions = gaoptimset('Display', 'off','UseParallel', 'always', 'InitialPopulation', x'); + x = ga(@(x)ftarget(x), size(x, 1), [], [], [], [], lb, ub, [], gaoptions); + + + case 'particleswarm' + + disp('particleswarm') + + options = optimoptions('particleswarm', 'Display', 'off', 'MaxTime', 10000, 'UseParallel', true, 'InitialSwarm', x', 'SwarmSize', 200); + + x = particleswarm(ftarget, numel(x), lb', ub', options); %this function complains if I give it a structure as input + + + case 'patternsearch' + disp('patternsearch') + + options = optimoptions('patternsearch','Display','off', 'UseParallel', true); + + parpool + + x = patternsearch(ftarget, x, [], [], [], [], lb, ub, [], options); + +end + +x = x(:); + diff --git a/42/replication_package/model_replication/Main nu 3 2016/start_new.m b/42/replication_package/model_replication/Main nu 3 2016/start_new.m new file mode 100644 index 0000000000000000000000000000000000000000..4f96145ed4fbc59346b585c6764602e9d0865988 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 2016/start_new.m @@ -0,0 +1,135 @@ + + +p.rm = []; +p.mbar = []; + +p.rmgrid = [p.rm0; p.rm1]; +p.Pgrid = [p.P0; p.P1]; +p.mbargrid = [p.mbar0; p.mbar1]; + +p.nr = 2; % number of possible mortgage contracts + + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.atgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.atgrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid); % grid for W functions: made r state variable an index (1, 2), or else doesn't respect monotonicity +swr = gridmake(p.lgrid, p.zgrid); + +svht = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svrt = gridmake(p.agrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nr*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + +ind3h = kron((1:1:p.no*p.nt*p.nh*p.nr*p.nz*p.ne)', ones(p.na, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind3r = kron((1:1: p.nz*p.ne)', ones(p.na, 1)); + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nr*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.nat*p.no*p.nt*p.nh*p.nr*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.nat*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nr*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nr*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + +cmaxh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amin); % c that implies a' = amin +cmaxr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amin); + +cminh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amax); % c that implies a' = amax +cminr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amax); + +cmaxh = repmat(cmaxh, p.no*p.nt*p.nh*p.nr*p.nz, 1); +cmaxr = repmat(cmaxr, p.nz, 1); + +cminh = repmat(cminh, p.no*p.nt*p.nh*p.nr*p.nz, 1); +cminr = repmat(cminr, p.nz, 1); + + +% Terminal value of bequests + +rlh = interest(svbarh(:,1), p); +rlr = interest(svbarr(:,1), p); + +beqh = (1 + rlh).*svbarh(:,1) + (1 - p.Fs).*p.Pgrid(p.nr)*svbarh(:,4) - svbarh(:,2).*svbarh(:,3).*(1 + p.rmgrid(svbarh(:,5))).*p.Pgrid(svbarh(:,5)).*svbarh(:,4); +beqr = (1 + rlr).*svbarr(:,1); + +vbarh(:, p.T + 1) = p.pidelta(1)*p.B*(p.wbar + beqh - p.delta(1).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma) + ... + p.pidelta(2)*p.B*(p.wbar + beqh - p.delta(2).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); + +vbarr(:, p.T + 1) = p.B*(p.wbar + beqr).^(1 - p.sigma)/(1 - p.sigma); + +for t = p.T : -1 : 1 + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + At = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + [~, ~, ~, ~, vr(:,t)] = solveh_new(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', At, Y, znow); + + + % Solve discrete choice problem of homeowners + + At = svh(:,1); + Y = p.lambdat(t)*svh(:,6).*svh(:,7); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat*p.no*p.nt*p.nh*p.nr, 1)), p.ne, 1); % index of z in (a, omega, theta, h, r, z, e) space for owners + rnow = repmat(kron((1: 1 : p.nr)', ones(p.nat*p.no*p.nt*p.nh, 1)), p.nz*p.ne, 1); % index of r in (a, omega, theta, h, r, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.nat*p.no*p.nt, 1)), p.nr*p.nz*p.ne, 1); % index of h in (a, omega, theta, h, r, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.nat*p.no, 1)), p.nh*p.nr*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, r, z, e) space for owners + + + [~, ~, ~, ~, vh(:,t)] = solveh_new(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', At, Y, znow, hnow, tnow, rnow); + + % We need to interpolate to calculate the expected value before the delta shocks are realized, but after the z,e shocks are realized + + Vhinterp = griddedInterpolant({p.atgrid, (1: 1:p.no*p.nt*p.nh*p.nr*p.nz*p.ne)'}, reshape(vh(:, t), p.nat, p.no*p.nt*p.nh*p.nr*p.nz*p.ne), intmeth, 'linear'); + Vrinterp = griddedInterpolant({p.atgrid, (1: 1: p.nz*p.ne)'}, reshape(vr(:, t), p.nat, p.nz*p.ne), intmeth, 'linear'); + + + % Compute expected value and update vbar + + % 1. Step 1: integrate delta shocks by interpolate value of home and rent (which are functions of atilde) + + vhtemp = p.pidelta(1)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(1)*svht(:, 4), ind3h) + p.pidelta(2)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(2)*svht(:, 4), ind3h); + + vrtemp = Vrinterp((1 + interest(svrt(:,1), p)).*svrt(:,1), ind3r); + + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh*p.nr, Fzz}, vhtemp((i - 1)*p.na*p.no*p.nt*p.nh*p.nr*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nr*p.nz)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vrtemp((i - 1)*p.na*p.nz + 1 : i*p.na*p.nz)); + + end + +end + + + diff --git a/42/replication_package/model_replication/Main nu 3 2016/temp.m b/42/replication_package/model_replication/Main nu 3 2016/temp.m new file mode 100644 index 0000000000000000000000000000000000000000..564683f548f6a23ab30b3e99e4827274b53b1627 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 2016/temp.m @@ -0,0 +1,136 @@ + +% plot value of liquidity as a function of various characteristics + +% 1. Loan to Value + +LTV = Thsim(:, :, 2).*Osim(:,:,2); + +ltv = LTV(ind); + +good = ltv == 0; + +bins = [0; prctile(ltv(ltv > 0), (20:20:100)')]; + +xx = zeros(numel(bins), 1); +yy = xx; + +xx(1) = median(ltv(good)); +yy(1) = mean(max(0, gains(good))); + + +for i = 1 : numel(bins) - 1 + + good = ltv > bins(i) & ltv <= bins(i + 1); + + xx(i+1) = median(ltv(good)); + yy(i+1) = mean(max(0, gains(good))); + +end + +lasst = Asim(:, :, 2)./(Asim(:,:,2) + (1 - Thsim(:, :, 2).*Osim(:, :, 2)).*Hsim(:,:,2)); % liquid assets to wealth +logy = log(Ysim(:, :, 2)); % log income + +pti = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2); +lasst = lasst(ind); +logy = logy(ind); + +% Can we run some regressions? + +yy = min(1, max(0, gains)); +xx = [ltv, lasst, logy]; + +% randomly permute + +shuff = randperm(numel(yy)); + +yy = yy(shuff); +xx = xx(shuff, :); + +yy = yy(1 : 250000); +xx = xx(1 : 250000, :); + +nnet.type = 0; % output layer: 0 if f(x) in -inf, +inf, 1 if f(x) in 0, 1 +nnet.lambda = 0.1; % regularization parameter +nnet.lsize = [size(xx, 2), 25, 1]; % inner matrix: number of neurons in each hidden layer +nnet.afunc = {'tanhh'}; % activation functions in each inner layer + +tic +theta = fitreg([], xx, yy, nnet, 'knitro'); +toc +yyhat = predict(theta, xx, nnet); + +Rsq = 1 - mean((yy - yyhat).^2)/mean((yy - mean(yy)).^2); + + +% Compare to Matlab + +net = fitnet([25], 'trainlm'); + +net.trainParam.epochs = 200; + +net.layers{1}.transferFcn = 'tansig'; % for alternative functions + +net.divideParam.trainRatio = 0.70; +net.divideParam.valRatio = 0.15; +net.divideParam.testRatio = 0.15; + +net.inputs{1}.processFcns = {}; % don't normalize +net.outputs{2}.processFcns = {}; % don't normalize + +%net = configure(net, xx', yy'); +%net = setwb(net, theta); + +tic +net = train(net, xx', yy', 'useParallel','yes','showResources','yes'); +toc + +yyhat2 = net(xx')'; + +theta2 = getwb(net); + +Rsq2 = 1 - mean((yy - yyhat2).^2)/mean((yy - mean(yy)).^2); + +fprintf('\n %6.4f %6.4f \n', [Rsq Rsq2]); + +% plot + +xnode = gridmake(nodeunif(100, 0, p.thetam), median(xx(:,2)), median(xx(:,3))); +ynode = predict(theta, xnode, nnet); +ynode2 = net(xnode')'; + +figure(5) +subplot(2,2,1) + +plot(xnode(:,1), [ynode, ynode2]); + +[xxmed, yymed] = binned_plot(xx(:,1), yy, 10); + +hold on +scatter(xxmed, yymed, 150, 'filled') + +subplot(2,2,2) + +xnode = gridmake(median(xx(:,1)), nodeunif(100, prctile(xx(:,2), 1), prctile(xx(:,2), 99)), median(xx(:,3))); +ynode = predict(theta, xnode, nnet); +ynode2 = net(xnode')'; + +plot(xnode(:,2), [ynode, ynode2]); + +[xxmed, yymed] = binned_plot(xx(:,2), yy, 10); + +hold on +scatter(xxmed, yymed, 150, 'filled') + + +subplot(2,2,3) + +xnode = gridmake(median(xx(:,1)), median(xx(:,2)), nodeunif(100, prctile(xx(:,3), 1), prctile(xx(:,3), 99))); +ynode = predict(theta, xnode, nnet); +ynode2 = net(xnode')'; + +plot(xnode(:,3), [ynode, ynode2]); + +[xxmed, yymed] = binned_plot(xx(:,3), yy, 10); + +hold on +scatter(xxmed, yymed, 150, 'filled') \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 2016/understand.m b/42/replication_package/model_replication/Main nu 3 2016/understand.m new file mode 100644 index 0000000000000000000000000000000000000000..6210450db250369e1f83a319566d740045c5c0c4 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 2016/understand.m @@ -0,0 +1,91 @@ +clc +%{ +ind = 558; +initage = 150; + +dVc = (squeeze(Vallcsim(ind, 4, initage, 1 : S) - Vallcsim(ind, 5, initage, 1 : S)))./squeeze(Ccsim(ind, initage, 1 : S).^(-p.sigma)); +dV = squeeze( Vallsim(ind, 4, initage, 1 : S) - Vallsim(ind, 5, initage, 1 : S))./squeeze(Csim(ind, initage, 1 : S).^(-p.sigma)); + +Pc = squeeze(Pallcsim(ind, 4, initage, 1 : S)); +P = squeeze( Pallsim(ind, 4, initage, 1 : S)); + +Ac = squeeze(Acsim(ind, initage, 1 : S)); +A = squeeze( Asim(ind, initage, 1 : S)); + +LTVc = squeeze(Thcsim(ind, initage, 1 : S).*Ocsim(ind, initage, 1 : S)); +LTV = squeeze( Thsim(ind, initage, 1 : S).* Osim(ind, initage, 1 : S)); + +Y = squeeze( Ysim(ind, initage, 1 : S)); + +Hc = squeeze( Hcsim(ind, initage, 1 : S)); +H = squeeze( Hsim(ind, initage, 1 : S)); + +Cc = squeeze( Ccsim(ind, initage, 1 : S)); +C = squeeze( Csim(ind, initage, 1 : S)); + + + +Sav = p.thetam.*H(2).*(p.mbar0 - p.mbar1); + +fprintf('\n') +fprintf('\n') +fprintf('Savings if refinance in period 2: quarterly, PV at old rm = %9.3f %9.3f \n', [Sav, Sav*(1 - (1 + p.rm0)^(-p.D))/p.rm0]); + +fprintf('\n') +fprintf('\n') +fprintf('%s %s \n', [' Date', ' Gains from Refi', ' Prob Refi', ' Liq Asst', ' LTV', ' House Size', ' Income', ' Consumption']) +fprintf('\n') +fprintf('\n') +fprintf('\t%d %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f \n', [(1 : 1 : S)', dVc, dV, Pc, P, Ac, A, LTVc, LTV, Hc, H, Y, Cc, C, ]') +fprintf('\n') +fprintf('\n') + +%} + +% People who absent utility cost would benefit from refinance + +time = 2; + +% Absent Rate Drop + +borr = Hsim(:, :, time) > 0 & Osim(:, :, time) > 0; + +good = Hsim(:, :, time) > 0 & Osim(:, :, time) > 0 & squeeze((Vallsim(:, 4, :, time) > max(Vallsim(:, [1, 2, 3, 5], :, time), [], 2)) ); + +Vother = squeeze(max(Vallsim(:, [1, 2, 3, 5], :, time), [], 2)); +Vrefi = squeeze(Vallsim(:, 4, :, time)); +Vgap = (Vrefi - Vother)./Csim(:, :, time).^(-p.sigma); +Prefi = squeeze(Pallsim(:, 4, :, time)); +Refi = squeeze(Dsim(:, :, time) == 4); + + + +% After Rate Drop + +borrc = Hcsim(:, :, time) > 0 & Ocsim(:, :, time) > 0; + +goodc = Hcsim(:, :, time) > 0 & Ocsim(:, :, time) > 0 & squeeze((Vallcsim(:, 4, :, time) > max(Vallcsim(:, [1, 2, 3, 5], :, time), [], 2)) ); + +Votherc = squeeze(max(Vallcsim(:, [1, 2, 3, 5], :, time), [], 2)); +Vrefic = squeeze(Vallcsim(:, 4, :, time)); +Vgapc = (Vrefic - Votherc)./Ccsim(:, :, time).^(-p.sigma); +Prefic = squeeze(Pallcsim(:, 4, :, time)); +Refic = squeeze(Dcsim(:, :, time) == 4); + +fprintf('\n') +fprintf('Fraction borrowers that truly benefit from refinance = %9.3f %9.3f\n', [sum(good(:))/sum(borr(:)), sum(goodc(:))/sum(borrc(:))]); +fprintf('Mean gains (units of c) of those that benefit = %9.3f %9.3f\n', [mean(Vgap(good)), mean(Vgapc(goodc))]); +fprintf('Proportion of those that benefit who refinance = %9.3f %9.3f\n', [mean(Refi(good)), mean(Refic(goodc))]); + + +% Naive measure of benefit from refinancing: +% Is PV of savings (discounted at old rate) above the cost of borrowing + +PVgains = Osim(:,:, time).*Thsim(:, :, time).*Hsim(:, :, time).*((p.mbar0 - p.mbar1)*(1 - (1 + p.rm0)^(-p.D))/p.rm0 - p.F1m) - p.F0m; + +goodc = PVgains > 0; +fprintf('\n') + +fprintf('Fraction borrowers that naively benefit from refinance = %9.3f\n', sum(goodc(:))/sum(borrc(:))); +fprintf('Mean gains (PV savings) of those that benefit = %9.3f\n', mean(PVgains(goodc))); +fprintf('Proportion of those that benefit who refinance = %9.3f\n', mean(Refic(goodc))); diff --git a/42/replication_package/model_replication/Main nu 3 2016/vec.m b/42/replication_package/model_replication/Main nu 3 2016/vec.m new file mode 100644 index 0000000000000000000000000000000000000000..b979fb42e34c27aebf07fa2dc3437ae650f79efe --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 2016/vec.m @@ -0,0 +1,3 @@ +function y = vec(x) + +y = x(:); \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 2016/wfunc.m b/42/replication_package/model_replication/Main nu 3 2016/wfunc.m new file mode 100644 index 0000000000000000000000000000000000000000..2d3afefcae58a2425a33b17cdea93a89c5e726df --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 2016/wfunc.m @@ -0,0 +1,19 @@ +function v = wfunc(c, s, ind2, EV, p, type) + + +[~, aprime] = savings(c, s, p, type); + + +if strcmp(type, 'h') + +v = c.^(1 - p.sigma)/(1 - p.sigma) + p.alpha*s(:,4).^(1 - p.sigma)/(1 - p.sigma) - ... + p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*c.^(-p.sigma*(1 + 1/p.gamma)) + p.beta*EV(aprime, ind2); + +else + +v = (1 + p.alpha^(1/p.sigma)*p.R^(1 - 1/p.sigma))*c.^(1 - p.sigma)/(1 - p.sigma) - ... + p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*c.^(-p.sigma*(1 + 1/p.gamma)) + p.beta*EV(aprime, ind2); + +end + + diff --git a/42/replication_package/model_replication/Main nu 3 2016/wprctile.m b/42/replication_package/model_replication/Main nu 3 2016/wprctile.m new file mode 100644 index 0000000000000000000000000000000000000000..10cd9b35a60450821315b9d60706a9048a8806e5 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 2016/wprctile.m @@ -0,0 +1,195 @@ +function y = wprctile(X,p,varargin) +%WPRCTILE Returns weighted percentiles of a sample with six algorithms. +% The idea is to give more emphasis in some examples of data as compared to +% others by giving more weight. For example, we could give lower weights to +% the outliers. The motivation to write this function is to compute percentiles +% for Monte Carlo simulations where some simulations are very bad (in terms of +% goodness of fit between simulated and actual value) than the others and to +% give the lower weights based on some goodness of fit criteria. +% +% USAGE: +% y = WPRCTILE(X,p) +% y = WPRCTILE(X,p,w) +% y = WPRCTILE(X,p,w,type) +% +% INPUT: +% X - vector or matrix of the sample data +% p - scalar or a vector of percent values between 0 and 100 +% +% w - positive weight vector for the sample data. Length of w must be +% equal to either number of rows or columns of X. If X is matrix, same +% weight vector w is used for all columns (DIM=1)or for all rows +% (DIM=2). If the weights are equal, then WPRCTILE is same as PRCTILE. +% +% type - an integer between 4 and 9 selecting one of the 6 quantile algorithms. +% Type 4: p(k) = k/n. That is, linear interpolation of the empirical cdf. +% Type 5: p(k) = (k-0.5)/n. That is a piecewise linear function where +% the knots are the values midway through the steps of the +% empirical cdf. This is popular amongst hydrologists. (default) +% PRCTILE also uses this formula. +% Type 6: p(k) = k/(n+1). Thus p(k) = E[F(x[k])]. +% This is used by Minitab and by SPSS. +% Type 7: p(k) = (k-1)/(n-1). In this case, p(k) = mode[F(x[k])]. +% This is used by S. +% Type 8: p(k) = (k-1/3)/(n+1/3). Then p(k) =~ median[F(x[k])]. +% The resulting quantile estimates are approximately +% median-unbiased regardless of the distribution of x. +% Type 9: p(k) = (k-3/8)/(n+1/4). The resulting quantile estimates are +% approximately unbiased for the expected order statistics +% if x is normally distributed. +% +% Interpolating between the points pk and X(k) gives the sample +% quantile. Here pk is plotting position and X(k) is order statistics of +% x such that x(k)< x(k+1) < x(k+2)... +% +% OUTPUT: +% y - percentiles of the values in X +% When X is a vector, y is the same size as p, and y(i) contains the +% P(i)-th percentile. +% When X is a matrix, WPRCTILE calculates percentiles along dimension DIM +% which is based on: if size(X,1) == length(w), DIM = 1; +% elseif size(X,2) == length(w), DIM = 2; +% +% EXAMPLES: +% w = rand(1000,1); +% y = wprctile(x,[2.5 25 50 75 97.5],w,5); +% % here if the size of x is 1000-by-50, then y will be size of 6-by-50 +% % if x is 50-by-1000, then y will be of the size of 50-by-6 +% +% Please note that this version of WPRCTILE will not work with NaNs values and +% planned to update in near future to handle NaNs values as missing values. +% +% References: Rob J. Hyndman and Yanan Fan, 1996, Sample Quantiles in Statistical +% Package, The American Statistician, 50, 4. +% +% HISTORY: +% version 1.0.0, Release 2007/10/16: Initial release +% version 1.1.0, Release 2008/04/02: Implementation of other 5 algorithms and +% other minor improvements of code +% +% +% I appreciate the bug reports and suggestions. +% See also: PRCTILE (Statistical Toolbox) + +% Author: Durga Lal Shrestha +% UNESCO-IHE Institute for Water Education, Delft, The Netherlands +% eMail: durgals@hotmail.com +% Website: http://www.hi.ihe.nl/durgalal/index.htm +% Copyright 2004-2007 Durga Lal Shrestha. +% $First created: 16-Oct-2007 +% $Revision: 1.1.0 $ $Date: 02-Apr-2008 13:40:29 $ + +% *********************************************************************** + +%% Input arguments check + +% error(nargchk(2,4,nargin)) +% if ~isvector(p) || numel(p) == 0 +% error('wprctile:BadPercents', ... +% 'P must be a scalar or a non-empty vector.'); +% elseif any(p < 0 | p > 100) || ~isreal(p) +% error('wprctile:BadPercents', ... +% 'P must take real values between 0 and 100'); +% end +% if ndims(X)>2 +% error('wprctile:InvalidNumberofDimensions','X Must be 2D.') +% end + + +% Default weight vector +if isvector(X) + w = ones(length(X),1); +else + w = ones(size(X,1),1); % works as dimension 1 +end +type = 5; + +if nargin > 2 + if ~isempty(varargin{1}) + w = varargin{1}; % weight vector + end + if nargin >3 + type = varargin{2}; % type to compute quantile + end +end + +if ~isvector(w)|| any(w<0) + error('wprctile:InvalidWeight', ... + 'w must vecor and values should be greater than 0'); +end + +% Check if there are NaN in any of the input +nans = isnan(X); +if any(nans(:)) || any(isnan(p))|| any(isnan(w)) + error('wprctile:NaNsInput',['This version of WPRCTILE will not work with ' ... + 'NaNs values in any input and planned to update in near future to ' ... + 'handle NaNs values as missing values.']); +end +%% Figure out which dimension WPRCTILE will work along using weight vector w + +n = length(w); +[nrows, ncols] = size(X); +if nrows==n + dim = 1; +elseif ncols==n + dim = 2; +else + error('wprctile:InvalidDimension', ... + 'length of w must be equal to either number of rows or columns of X'); +end + +%% Work along DIM = 1 i.e. columswise, convert back later if needed using tflag + +tflag = false; % flag to note transpose +if dim==2 + X = X'; + tflag = true; +end +ncols = size(X,2); +np = length(p); +y = zeros(np,ncols); + +% Change w to column vector +w = w(:); + +% normalise weight vector such that sum of the weight vector equals to n +w = w*n/sum(w); + +%% Work on each column separately because of weight vector + +for i=1:ncols + [sortedX, ind] = sort(X(:,i)); % sort the data + sortedW = w(ind); % rearrange the weight according to ind + k = cumsum(sortedW); % cumulative weight + switch type % different algorithm to compute percentile + case 4 + pk = k/n; + case 5 + pk = (k-sortedW/2)/n; + case 6 + pk = k/(n+1); + case 7 + pk = (k-sortedW)/(n-1); + case 8 + pk = (k-sortedW/3)/(n+1/3); + case 9 + pk = (k-sortedW*3/8)/(n+1/4); + otherwise + error('wprctile:InvalidType', ... + 'Integer to select one of the six quantile algorithm should be between 4 to 9.') + end + + % to avoid NaN for outside the range, the minimum or maximum values in X are + % assigned to percentiles for percent values outside that range. + q = [0;pk;1]; + xx = [sortedX(1); sortedX; sortedX(end)]; + + % Interpolation between q and xx for given value of p + y(:,i) = interp1q(q,xx,p(:)./100); +end + +%% Transpose data back for DIM = 2 to the orginal dimension of X +% if p is row vector and X is vector then return y as row vector +if tflag || (min(size(X))==1 && size(p,1)==1) + y=y'; +end \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 Forbearance/binned_plot.m b/42/replication_package/model_replication/Main nu 3 Forbearance/binned_plot.m new file mode 100644 index 0000000000000000000000000000000000000000..20128809df75feb0ca5e47ce1bce4356c78f3d5a --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Forbearance/binned_plot.m @@ -0,0 +1,283 @@ + +function [x_med_out,y_med,y_low,y_high] = binned_plot(x,y,varargin) +% BINNED_PLOT binned scatter plot +% +% BINNED_PLOT(X,Y) splits vector X into bins of aproximately equal size, +% and plots each median against the median of the corresponding Y-values, +% as well as their inter-quartile range. X and Y must have the same +% number of rows or columns. +% +% BINNED_PLOT(X,Y,NUM_BINS) also specifies the (maximum) number of bins. +% +% +% [X_MED,Y_MED,Y_LOW,Y_HIGH] = BINNED_PLOT(...) returns the median of the +% X-bin, the median, lower and upper quartile of the corresponding Y-values +% +% Additional properties can be set as attribute-value pairs: +% - 'y_range' : specifies the width of the Y-band (range 0 .. 0.5; +% e.g., 0.5 plots the range between maxima and minima); +% default: 0.25 +% - 'y_mean_std' : plot means and standard deviations instead of medians +% and quartiles ['on','off'] +% - 'style' : plotting style (same options as in plot command) +% - 'density' : transparency corresponds to the number of points in +% the shaded area ['on','off'] +% - 'transparency' : transparency of filled range (for non-density plots) +% - 'transparency_min': minimum transparency of filled range (for density plots) +% - 'transparency_max': maximum transparency of filled range (for density plots) +% +% +% Example: +% x=0:0.1:20; +% y=[sin(x); cos(x)] + randn(2,201); +% binned_plot(x,y) +% + +% Stefan Schroedl +% 04/07/2008 + +optargin = size(varargin,2); +stdargin = nargin - optargin; + +if (stdargin<2) + error('at least two arguments required') +end + + +% defaults for optional arguments +num_bins = []; +y_range = []; +style = []; +y_mean_std = 0; +transparency = 0.1; +transparency_max = 0.6; +transparency_min = 0.1; +density_transparency = 0; + +% parse optional arguments +i=1; +while (i <= optargin) + if (i==1 && isnumeric(varargin{i})) + num_bins = varargin{i}; % interpret as number of bins + i = i + 1; + elseif (strcmp(varargin{i},'style') && i < optargin) + style = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'y_range') && i < optargin) + y_range = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'transparency') && i < optargin) + transparency = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'transparency_max') && i < optargin) + transparency_max = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'transparency_min') && i < optargin) + transparency_min = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'y_mean_std') && i < optargin) + if (strcmp(varargin{i+1},'on')) + y_mean_std = 1; + elseif (strcmp(varargin{i+1},'off')) + y_mean_std = 0; + else + error('unrecognized option for y_mean_std, should be [on/off]'); + end + i = i + 2; + elseif (strcmp(varargin{i},'density') && i < optargin) + if (strcmp(varargin{i+1},'on')) + density_transparency = 1; + elseif (strcmp(varargin{i+1},'off')) + density_transparency = 0; + else + error('unrecognized option for density, should be [on/off]'); + end + i = i + 2; + elseif (ischar(varargin{i})) + error('unrecognized attribute: %s', varargin{i}); + else + error('at most three arguments expected'); + end +end + +if (transparency_min >= transparency_max) + error('transparency_min should be smaller than transparency_max'); +end + +% determine input matrix sizes +[nx,mx] = size(x); +[ny,my] = size(y); + +if nx > 1 && mx > 1 + error('first argument must be a vector'); +end + +% adjust matrices to be column vectors + +if mx>1 + % transpose + x = x(:); + nx = mx; + mx = 1; +end + +if my == nx + % transpose + y = y'; + [ny,my] = size(y); +else + if ny ~= nx + error('first and second arguments must have either same number of rows or columns'); + end +end + + +if isempty(num_bins) + num_bins = max( min(length(x),3), floor(sqrt(length(x)-1))-1); % default heuristic for number of bins +else if ~isnumeric(num_bins) + db error('third argument num_bins must be numeric'); + end +end + +if isempty(y_range) + y_range = 0.25; % default: quartile +end + +if isempty(style) + style = ''; % no style specified +end + +% determine colors and markers +colors = repmat('b',1,my); +noColSpec = cell(1,my); +for i=1:my + [colors(i),noColSpec{i}] = getColorSpec(style,i); +end + +% x quantiles +qvals = 0:(1/num_bins):(1-1/num_bins); +x_quant = quantile(x,[qvals 1]); + +% remove identical bins +x_quant = sort(unique(x_quant)); + +% due to interpolation, some bins can still be empty +x_quant2 = x_quant; +x_quant = x_quant(1); +count_bin = length(find(x>x_quant2(1))); +for i=2:length(x_quant2) + count_bin2 = length(find(x>x_quant2(i))); + if count_bin2 ~= count_bin + x_quant = [x_quant x_quant2(i)]; + end + count_bin = count_bin2; +end + +% preallocate outputs +x_med = zeros(length(x_quant)-1,1); +y_med = zeros(length(x_quant)-1,my); +y_low = zeros(length(x_quant)-1,my); +y_high = zeros(length(x_quant)-1,my); + +% desired y range + +for i = 1:length(x_quant)-1 + idx = x >= x_quant(i) & (x < x_quant(i+1)); + if (~y_mean_std) + + q = quantile(y(idx,:),[0.5-y_range 0.5 0.5 + y_range]); + % hack for quantile output dim + if my == 1 + q = q'; + end + y_low(i,:) = q(1,:); + y_med(i,:) = q(2,:); + y_high(i,:) = q(3,:); + x_med(i) = median(x(idx)); + else + % use mean and std dev + m = mean(y(idx,:)); + s = std(y(idx,:)); + y_med(i,:) = m; + y_low(i,:) = m-s; + y_high(i,:) = m+s; + x_med(i) = mean(x(idx)); + end +end + +if (nargout == 0) + hold_mode = ishold; + x_min = x_quant(1); + x_max = x_quant(end); + for i=1:my + inner_spec = strcat(colors(i), noColSpec{i}); + + if(~density_transparency) + % fill between quartiles + xpoints=[x_min; x_med; x_max; x_max; flipud(x_med); x_min ]; + ypoints=[y_high([ 1 1:end end],i); flipud(y_low([1 1:end end],i)) ]; + fillhandle=fill(xpoints,ypoints,colors(i)); + set(fillhandle,'EdgeColor',colors(i),'FaceAlpha',transparency,'EdgeAlpha',transparency); %set transparency + else + % precompute trapezoids, areas + xpoints = zeros(4,length(x_med)+1); + ypoints = zeros(4,length(x_med)+1); + area_fill = zeros(1,length(x_med)+1); + + xpoints(:,1) = [x_min; x_med(1); x_med(1); x_min]; + ypoints(:,1) = [y_high(1,i); y_high(1,i); y_low(1,i); y_low(1,i)]; + area_fill(1) = (xpoints(2,1)-xpoints(1,1))*(ypoints(1,1)-ypoints(4,1)+ypoints(2,1)-ypoints(3,1))/2; + + for j=1:(length(x_med)-1) + xpoints(:,j+1) = [x_med(j); x_med(j+1); x_med(j+1); x_med(j)]; + ypoints(:,j+1) = [y_high(j,i); y_high(j+1,i); y_low(j+1,i); y_low(j,i)]; + area_fill(j+1) = (xpoints(2,j+1)-xpoints(1,j+1))*(ypoints(1,j+1)-ypoints(4,j+1)+ypoints(2,j+1)-ypoints(3,j+1))/2; + end + + xpoints(:,end) = [x_med(end); x_max; x_max; x_med(end)]; + ypoints(:,end) = [y_high(end,i); y_high(end,i); y_low(end,i); y_low(end,i)]; + area_fill(end) = (xpoints(2,end)-xpoints(1,end))*(ypoints(1,end)-ypoints(4,end)+ypoints(2,end)-ypoints(3,end))/2; + + area_max = max(area_fill); + area_min = min(area_fill); + area_range = area_max - area_min; + if (area_range == 0) + area_range = 1; + end + transparency_range = transparency_max - transparency_min; + % scale transparency according to density (i.e., inversely + % proportional to trapezoid area) + transp_mod = transparency_max - (area_fill - area_min) .* transparency_range ./ area_range; + for j=1:(length(x_med)+1) + fillhandle=fill(xpoints(:,j),ypoints(:,j),colors(i),'LineStyle','none'); + hold on; + set(fillhandle,'EdgeColor',colors(i),'FaceAlpha',transp_mod(j),'EdgeAlpha',transp_mod(j)); % set transparency + end + end + % plot median line + hold on; + plot(x_med,y_med(:,i),inner_spec); + end + + % restore old hold mode + if hold_mode == 0 + hold off; + end +else + x_med_out = x_med; +end + +% auxiliary function to retrieve color specification (if any) and remainder +function [color,noColSpec] = getColorSpec(s,i) +colors = 'bgrcmykw'; +color=colors(mod(i-1,8) + 1); % default color cycle +noColSpec = '-'; % default line style +if (~isempty(s)) + idx=ismember(s,colors); + if any(~idx) + noColSpec=s(~idx); + end + if any(idx) + color=s(idx(1)); + end +end diff --git a/42/replication_package/model_replication/Main nu 3 Forbearance/findtransfer.m b/42/replication_package/model_replication/Main nu 3 Forbearance/findtransfer.m new file mode 100644 index 0000000000000000000000000000000000000000..6d6ddcbdd81c2105defa6003af3228d601bcdce8 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Forbearance/findtransfer.m @@ -0,0 +1,4 @@ +function y = findtransfer(a, rhs, p) + + +y = (1 + interest(a, p)).*a - rhs; \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 Forbearance/fminsearchbnd.m b/42/replication_package/model_replication/Main nu 3 Forbearance/fminsearchbnd.m new file mode 100644 index 0000000000000000000000000000000000000000..0448eae0f278145737a4c58ef211062d09896afc --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Forbearance/fminsearchbnd.m @@ -0,0 +1,307 @@ +function [x,fval,exitflag,output] = fminsearchbnd(fun,x0,LB,UB,options,varargin) +% FMINSEARCHBND: FMINSEARCH, but with bound constraints by transformation +% usage: x=FMINSEARCHBND(fun,x0) +% usage: x=FMINSEARCHBND(fun,x0,LB) +% usage: x=FMINSEARCHBND(fun,x0,LB,UB) +% usage: x=FMINSEARCHBND(fun,x0,LB,UB,options) +% usage: x=FMINSEARCHBND(fun,x0,LB,UB,options,p1,p2,...) +% usage: [x,fval,exitflag,output]=FMINSEARCHBND(fun,x0,...) +% +% arguments: +% fun, x0, options - see the help for FMINSEARCH +% +% LB - lower bound vector or array, must be the same size as x0 +% +% If no lower bounds exist for one of the variables, then +% supply -inf for that variable. +% +% If no lower bounds at all, then LB may be left empty. +% +% Variables may be fixed in value by setting the corresponding +% lower and upper bounds to exactly the same value. +% +% UB - upper bound vector or array, must be the same size as x0 +% +% If no upper bounds exist for one of the variables, then +% supply +inf for that variable. +% +% If no upper bounds at all, then UB may be left empty. +% +% Variables may be fixed in value by setting the corresponding +% lower and upper bounds to exactly the same value. +% +% Notes: +% +% If options is supplied, then TolX will apply to the transformed +% variables. All other FMINSEARCH parameters should be unaffected. +% +% Variables which are constrained by both a lower and an upper +% bound will use a sin transformation. Those constrained by +% only a lower or an upper bound will use a quadratic +% transformation, and unconstrained variables will be left alone. +% +% Variables may be fixed by setting their respective bounds equal. +% In this case, the problem will be reduced in size for FMINSEARCH. +% +% The bounds are inclusive inequalities, which admit the +% boundary values themselves, but will not permit ANY function +% evaluations outside the bounds. These constraints are strictly +% followed. +% +% If your problem has an EXCLUSIVE (strict) constraint which will +% not admit evaluation at the bound itself, then you must provide +% a slightly offset bound. An example of this is a function which +% contains the log of one of its parameters. If you constrain the +% variable to have a lower bound of zero, then FMINSEARCHBND may +% try to evaluate the function exactly at zero. +% +% +% Example usage: +% rosen = @(x) (1-x(1)).^2 + 105*(x(2)-x(1).^2).^2; +% +% fminsearch(rosen,[3 3]) % unconstrained +% ans = +% 1.0000 1.0000 +% +% fminsearchbnd(rosen,[3 3],[2 2],[]) % constrained +% ans = +% 2.0000 4.0000 +% +% See test_main.m for other examples of use. +% +% +% See also: fminsearch, fminspleas +% +% +% Author: John D'Errico +% E-mail: woodchips@rochester.rr.com +% Release: 4 +% Release date: 7/23/06 + +% size checks +xsize = size(x0); +x0 = x0(:); +n=length(x0); + +if (nargin<3) || isempty(LB) + LB = repmat(-inf,n,1); +else + LB = LB(:); +end +if (nargin<4) || isempty(UB) + UB = repmat(inf,n,1); +else + UB = UB(:); +end + +if (n~=length(LB)) || (n~=length(UB)) + error 'x0 is incompatible in size with either LB or UB.' +end + +% set default options if necessary +if (nargin<5) || isempty(options) + options = optimset('fminsearch'); +end + +% stuff into a struct to pass around +params.args = varargin; +params.LB = LB; +params.UB = UB; +params.fun = fun; +params.n = n; +% note that the number of parameters may actually vary if +% a user has chosen to fix one or more parameters +params.xsize = xsize; +params.OutputFcn = []; + +% 0 --> unconstrained variable +% 1 --> lower bound only +% 2 --> upper bound only +% 3 --> dual finite bounds +% 4 --> fixed variable +params.BoundClass = zeros(n,1); +for i=1:n + k = isfinite(LB(i)) + 2*isfinite(UB(i)); + params.BoundClass(i) = k; + if (k==3) && (LB(i)==UB(i)) + params.BoundClass(i) = 4; + end +end + +% transform starting values into their unconstrained +% surrogates. Check for infeasible starting guesses. +x0u = x0; +k=1; +for i = 1:n + switch params.BoundClass(i) + case 1 + % lower bound only + if x0(i)<=LB(i) + % infeasible starting value. Use bound. + x0u(k) = 0; + else + x0u(k) = sqrt(x0(i) - LB(i)); + end + + % increment k + k=k+1; + case 2 + % upper bound only + if x0(i)>=UB(i) + % infeasible starting value. use bound. + x0u(k) = 0; + else + x0u(k) = sqrt(UB(i) - x0(i)); + end + + % increment k + k=k+1; + case 3 + % lower and upper bounds + if x0(i)<=LB(i) + % infeasible starting value + x0u(k) = -pi/2; + elseif x0(i)>=UB(i) + % infeasible starting value + x0u(k) = pi/2; + else + x0u(k) = 2*(x0(i) - LB(i))/(UB(i)-LB(i)) - 1; + % shift by 2*pi to avoid problems at zero in fminsearch + % otherwise, the initial simplex is vanishingly small + x0u(k) = 2*pi+asin(max(-1,min(1,x0u(k)))); + end + + % increment k + k=k+1; + case 0 + % unconstrained variable. x0u(i) is set. + x0u(k) = x0(i); + + % increment k + k=k+1; + case 4 + % fixed variable. drop it before fminsearch sees it. + % k is not incremented for this variable. + end + +end +% if any of the unknowns were fixed, then we need to shorten +% x0u now. +if k<=n + x0u(k:n) = []; +end + +% were all the variables fixed? +if isempty(x0u) + % All variables were fixed. quit immediately, setting the + % appropriate parameters, then return. + + % undo the variable transformations into the original space + x = xtransform(x0u,params); + + % final reshape + x = reshape(x,xsize); + + % stuff fval with the final value + fval = feval(params.fun,x,params.args{:}); + + % fminsearchbnd was not called + exitflag = 0; + + output.iterations = 0; + output.funcCount = 1; + output.algorithm = 'fminsearch'; + output.message = 'All variables were held fixed by the applied bounds'; + + % return with no call at all to fminsearch + return +end + +% Check for an outputfcn. If there is any, then substitute my +% own wrapper function. +if ~isempty(options.OutputFcn) + params.OutputFcn = options.OutputFcn; + options.OutputFcn = @outfun_wrapper; +end + +% now we can call fminsearch, but with our own +% intra-objective function. +[xu,fval,exitflag,output] = fminsearch(@intrafun,x0u,options,params); + +% undo the variable transformations into the original space +x = xtransform(xu,params); + +% final reshape to make sure the result has the proper shape +x = reshape(x,xsize); + +% Use a nested function as the OutputFcn wrapper + function stop = outfun_wrapper(x,varargin); + % we need to transform x first + xtrans = xtransform(x,params); + + % then call the user supplied OutputFcn + stop = params.OutputFcn(xtrans,varargin{1:(end-1)}); + + end + +end % mainline end + +% ====================================== +% ========= begin subfunctions ========= +% ====================================== +function fval = intrafun(x,params) +% transform variables, then call original function + +% transform +xtrans = xtransform(x,params); + +% and call fun +fval = feval(params.fun,reshape(xtrans,params.xsize),params.args{:}); + +end % sub function intrafun end + +% ====================================== +function xtrans = xtransform(x,params) +% converts unconstrained variables into their original domains + +xtrans = zeros(params.xsize); +% k allows some variables to be fixed, thus dropped from the +% optimization. +k=1; +for i = 1:params.n + switch params.BoundClass(i) + case 1 + % lower bound only + xtrans(i) = params.LB(i) + x(k).^2; + + k=k+1; + case 2 + % upper bound only + xtrans(i) = params.UB(i) - x(k).^2; + + k=k+1; + case 3 + % lower and upper bounds + xtrans(i) = (sin(x(k))+1)/2; + xtrans(i) = xtrans(i)*(params.UB(i) - params.LB(i)) + params.LB(i); + % just in case of any floating point problems + xtrans(i) = max(params.LB(i),min(params.UB(i),xtrans(i))); + + k=k+1; + case 4 + % fixed variable, bounds are equal, set it at either bound + xtrans(i) = params.LB(i); + case 0 + % unconstrained variable. + xtrans(i) = x(k); + + k=k+1; + end +end + +end % sub function xtransform end + + + + + diff --git a/42/replication_package/model_replication/Main nu 3 Forbearance/interest.m b/42/replication_package/model_replication/Main nu 3 Forbearance/interest.m new file mode 100644 index 0000000000000000000000000000000000000000..a803c11bf639587df429cae019dec0baa5772085 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Forbearance/interest.m @@ -0,0 +1,4 @@ +function rl = interest(A, p) + +rl = 1./(1 + exp(-p.r1*(A - p.r2)))*(p.rh - p.rl) + p.rl; + diff --git a/42/replication_package/model_replication/Main nu 3 Forbearance/kronm.m b/42/replication_package/model_replication/Main nu 3 Forbearance/kronm.m new file mode 100644 index 0000000000000000000000000000000000000000..37c3ef55e11a041e1c9332397e1f90c086a49983 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Forbearance/kronm.m @@ -0,0 +1,113 @@ +function x = kronm(Q,x) + +% Fast Kronecker matrix multiplication, for both full and sparse matrices +% of any size. Never computes the actual Kronecker matrix and omits +% multiplication by identity matrices. +% y = kronm(Q,x) computes +% y = (Q{k} kron ... Q{2} kron Q{1})*x +% If Q contains only two matrices and x is a vector, the code uses the +% identity +% ( Q{2} kron Q{1} )*vec(X) = vec(Q{1}*X*Q{2}'), +% where vec(X)=x. If Q contains more than two matrices and/or if x has more +% than one column, the algorithm uses a generalized form of this identity. +% The idea of the algorithm is to see x as a multi-dimensional array and to +% apply the linear maps Q{i} separately for each dimension i. If Q contains +% just one matrix, the function returns the regular matrix product Q{1}*x. +% +% Inputs: +% Q: 1-by-k cell array containing k matrices of arbitrary size +% (can be sparse). Denote by R(i) the number of rows of Q{i}, and +% by C(i) the number of columns. Alternatively, Q{i} may also be +% a scalar qi. This is interpreted as the qi-by-qi identity +% matrix. Hand over identity matrices in this fashion for optimal +% performance. +% x: Matrix of size CC-by-m, where CC=C(1)*...*C(k). +% +% Output: Matrix of size RR-by-m, where RR=R(1)*...*R(k). +% +% +% Example: +% R = [60, 30, 20]; % Number of rows for matrices Q{1},Q{2},Q{3}. +% C = [55, 25, 15]; % Number of columns of matrices Q{i}. +% m = 5; % Number of columns of x. +% Q = cell(1,length(R)); % Create cell with sparse random matrices +% for i=1:length(R) % of density 0.05. +% Q{i} = sprand(R(i),C(i),0.05); +% end +% x = rand(prod(C),m); % Random matrix x with C(1)*C(2)*C(3) rows. +% y = kron(Q{3},kron(Q{2},Q{1}))*x; +% % Matlab's Kronecker multiplication... +% yy= kronm(Q,x); % and kronm... +% norm(y-yy) % ... give the same result up to +% % computational error. +% +% +% Version: 6-Oct-2015 +% Author: Matthias Kredler (Universidad Carlos III de Madrid) +% mkredler@eco.uc3m.es +% Acknowledgement: +% This code follows the same idea as 'kronmult' by Paul G. Constantine & +% David F. Gleich (Stanford, 2009). However, I avoid loops and allow for +% non-square inputs Q{i}. I have also included the special treatment for +% identity matrices. + +m = size(x,2); % Obtain number of columns in input. +k = length(Q); % Number of matrices in Q. +R = zeros(1,k); % Vector for number of rows of, +C = zeros(1,k); % Q-matrices and for number of columns. +comp = true(1,k); % Check if we have to multiply by Q{i}. +for i=1:k + if isscalar(Q{i}) % If input Q{i} is a scalar, don't + comp(i) = false; % have to multiply in this dimension. + R(i) = Q{i}; % Read in number of rows and columns. + C(i) = Q{i}; + else % Otherwise, read out size of the + [R(i),C(i)] = size(Q{i}); % matrix. + end +end + +xsiz = [C,m]; % Will constantly change dimension of x. + % xsiz is the current size, when x is + % reshaped to array of dim. + % C(1),C(2),...,C(k),m. + +if comp(1) % Start with first Kronecker product, + x = Q{1}*reshape(x,[C(1),prod(xsiz)/C(1)]); + % leave out if Q{i} is identity. + xsiz(1) = R(1); % Replace size of dimension 1. +end % (Don't do this in loop below --> save + % time on reshapes and permutes) +if k>1 && m==1 % If Q has just one element, we're done. + if comp(k) % If x was a column vector, do the last + x = reshape(x,[prod(xsiz)/C(k),C(k)]) *Q{k}' ; + xsiz(k) = R(k); % Kronecker product by matrix + end % post-multiplication to save time on + % reshapes and permutes. + loopTo = k-1; % Will only have to loop up to + % dimension k-1 below. +else % If x is a matrix, have to loop over + loopTo = k; % all dimensions. +end + +if k>2 || m>1 % Now loop over remaining dimensions, + x = reshape(x,xsiz); % inf any. Reshape x into an array of + for i=2:loopTo % dimension R(1),C(2),...,C(k)or R(k),m. + if comp(i) % If Q{i} is not identity: Create + dims = 1:k+1; % vector to re-shuffle dimensions. + dims(i) = []; % Put dimension i first (by permute), + dims = [i, dims]; %#ok % e.g. order [2,1,3,4,5] + % for i=2 and k=4. Turn off Matlab's + % warning for size change. + Xmat = reshape( permute(x,dims), [C(i), prod(xsiz)/C(i)] ); + % Then bring array into matrix with + Xmat = Q{i}*Xmat; % N(i) rows, ex: N(2)-by-N(1)*N(3)*... + % *N(4)*m and multiply by Q{i}. + xsiz(i) = R(i); % Changed dimensionality of x. + x = ipermute( reshape(Xmat,[R(i), xsiz(dims(2:k+1))]), dims ); + end % Reshape back to array, ex: to dim. + end % N(2),N(1),N(3),N(4),m, and inverse- + % permute to go back to orginal array, +end % ex: dim. N(1),N(2),N(3),N(4),m. + +x = reshape(x,[prod(R),m]); % Then give back result as matrix. + diff --git a/42/replication_package/model_replication/Main nu 3 Forbearance/lookup1.m b/42/replication_package/model_replication/Main nu 3 Forbearance/lookup1.m new file mode 100644 index 0000000000000000000000000000000000000000..b1505d4dd7ab85ad6022be69430658f336d97116 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Forbearance/lookup1.m @@ -0,0 +1,71 @@ +% LOOKUP Performs a table lookup. +% USAGE +% ind=lookup(tabvals,x,endadj); +% INPUTS +% tabvals : a sorted vector of n values +% x : an array of values +% endadj : a optional endpoint adjustment: 0, 1, 2 or 3. +% OUTPUT +% ind : an array (same size as x) of indices from 1 to n +% +% Returns an array of size(x) with element (i,j) equal to +% max k: x(i,j)>=tabvals(k) +% +% Optional endpoint adjustments: +% 0: no adjustments +% 1: values of x < min(tabvals) will return +% length(tabvals=tabvals(1)) +% 2: values of x > max(tabvals) will return +% m-length(tabvals=tabvals(end)) +% 3: adjustments 1 and 2 will be performed +% +% With endadj=3 all the indices are between 1 and n-1 +% To find the nearest table value to each x use: +% ind = lookup(tabvals,x,3); +% ind = ind + (x-tabvals(ind) > tabvals(ind+1)-x); +% nearest = tabvals(ind); +% +% Coded in C. + +% Copyright (c) 1997-2000, Paul L. Fackler & Mario J. Miranda +% paul_fackler@ncsu.edu, miranda.4@osu.edu + +function ind=lookup(tabvals,x,endadj); + +global CompEcon_MEXwarned + +if isempty(CompEcon_MEXwarned) + disp('Warning: You are using the m-file version of a function that is coded as a C Mex file.') + disp(' Running this M file version may be significantly slower and more memory intensive.') + disp(' Use MEXALL to create the executable (MEX or DLL) and make sure it is on the MATLAB path.') + CompEcon_MEXwarned=1; +end + + +if nargin<2 + error('At least two parameters must be specified'); +end +if nargin<3 endadj=0; end +if isempty(endadj) endad=0; end + +n=prod(size(x)); +if min(size(tabvals))>1 + error('tabvals must be a vector'); +else + tabvals=tabvals(:); + if any(diff(tabvals)<0) + error('tabvals must be sorted in ascending order') + end +end +m=length(tabvals); +if endadj>=2, m=m-length(find(tabvals==tabvals(end))); end + +[temp,ind]=sort([tabvals(1:m); x(:)]); +temp=find(ind>m); +j=ind(temp)-m; +ind=reshape(temp-(1:n)',size(x)); +ind(j)=ind(:); + +if endadj==1 | endadj==3 + ind(ind==0)=length(find(tabvals==tabvals(1))); +end diff --git a/42/replication_package/model_replication/Main nu 3 Forbearance/lookup1.mexa64 b/42/replication_package/model_replication/Main nu 3 Forbearance/lookup1.mexa64 new file mode 100644 index 0000000000000000000000000000000000000000..d45b592990528cdf9bec076c8ebfa193adc36d52 Binary files /dev/null and b/42/replication_package/model_replication/Main nu 3 Forbearance/lookup1.mexa64 differ diff --git a/42/replication_package/model_replication/Main nu 3 Forbearance/lookup1.mexmaci64 b/42/replication_package/model_replication/Main nu 3 Forbearance/lookup1.mexmaci64 new file mode 100644 index 0000000000000000000000000000000000000000..c355da46b986916252b3bd3c06ec513f8774efa1 Binary files /dev/null and b/42/replication_package/model_replication/Main nu 3 Forbearance/lookup1.mexmaci64 differ diff --git a/42/replication_package/model_replication/Main nu 3 Forbearance/lookup1.mexw32 b/42/replication_package/model_replication/Main nu 3 Forbearance/lookup1.mexw32 new file mode 100644 index 0000000000000000000000000000000000000000..187dff29e1d7905d71b29ee4f986b9635bc5bc35 Binary files /dev/null and b/42/replication_package/model_replication/Main nu 3 Forbearance/lookup1.mexw32 differ diff --git a/42/replication_package/model_replication/Main nu 3 Forbearance/neldmead_bounds.m b/42/replication_package/model_replication/Main nu 3 Forbearance/neldmead_bounds.m new file mode 100644 index 0000000000000000000000000000000000000000..a27a8bb8d0f4a14305b8a48091fccbee51ac77af --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Forbearance/neldmead_bounds.m @@ -0,0 +1,145 @@ +function x_opt = neldmead_bounds(func, x_init, x_min, x_max, varargin) +% [x_opt]=neldmead_bounds(func,x_init,x_min,x_max) +% minimizes f(x) such that x_min <= x_opt <= x_max. +% modified version of original by H.P. Gavin , Civil & Env'ntl Eng'g, Duke Univ. 21 January 2006 +% all i did is to make it readable for myself and exclude g(x) <0 +% constraint +% +% INPUT +% ====== +% func : the name of the function to be minimizes in the form y=func(x) +% x_init : the vector of initial parameter values ... a column vector +% x_min : minimum permissible values of the parameters, x +% x_max : maximum permissible values of the parameters, x +% +% OUTPUT +% ====== +% x_opt : a set of parameters at or near the optimal value + + + tol_x = 1e-4; % tolerance for convergence in x + tol_f = 1e-4; % tolerance for convergence in f + max_iter = 250; % maximum number of function evaluations + + +n = length(x_init); + +onesn = ones(1,n); +ot = 2:n+1; +on = 1:n; +function_count = 0; % the number of function evaluations + + +% Nelder-Mead constants +a_reflect = 2; a_expand = 1; a_contract = 0.5; a_shrink = 0.5; + +% Evaluate the initial guess and the range of allowable parameter variation + +x_init = min(max(x_init,x_min),x_max); + +[fv] = feval(func,x_init, varargin{:}); +if any(x_max == x_min) + error('error: x_max can not equal x_min for any parameter'); +end + +% Place input guess in the simplex! (credit L.Pfeffer at Stanford) +% Set up a simplex near the initial guess. + +p1 = .2; % originally .2 +p2 = .1; % originally .1 + +delta_x = min( p1*(1+abs(x_init)) , p2*(x_max-x_init).*(x_max~=x_init) ); +idx = find(delta_x == 0); +delta_x(idx) = -p2*(x_init(idx)-x_min(idx)); + +% --- initialization +simplex = x_init; +for j = 1:n + y = x_init; + y(j) = y(j) + delta_x(j); + x = min(max(y,x_min),x_max); + simplex = [simplex x]; %create simplex one by one + [f] = feval(func,x, varargin{:}); %evaluate function + fv = [fv f]; %record function values + +end + +% order the vertices in increasing order of fv +[fv,idx] = sort(fv); simplex = simplex(:,idx); +disp([simplex;fv]) + +iter=1; +while iter < max_iter % --- main loop + + change_x = max(max(abs(simplex(:,ot)-simplex(:,onesn)))); + change_f = max(abs(fv(1)-fv(ot))); + + if change_x < tol_x && change_f < tol_f + break; + end + + % One step of the Nelder-Mead simplex algorithm + + happy = 0; + +% reflect + vbar = (sum(simplex(:,on)')/n)'; % centroid of better vertices + vr = min(max(vbar + a_reflect*(vbar-simplex(:,n+1)),x_min),x_max); + [fr] = feval(func,vr, varargin{:}); + + + if ( fr >= fv(1) && fr < fv(n+1) ) + happy = 1; vk = vr; fk = fr; how = 'reflect'; + end + +% expand + if ( happy == 0 && fr < fv(1) ) + ve = min(max(vbar + a_expand*(vr-vbar),x_min),x_max); + [fe] = feval(func,ve, varargin{:}); + + function_count = function_count + 1; + if fe < fr + happy = 1; vk = ve; fk = fe; how = 'expand'; + else + happy = 1; vk = vr; fk = fr; how = 'reflect'; + end + end + +% contract + if ( happy == 0 && fr >= fv(n) ) + vc = min(max(vbar + a_contract*(vbar-simplex(:,n+1)),x_min),x_max); + [fc] = feval(func,vc, varargin{:}); + + + if fc < fv(n+1) + happy = 1; vk = vc; fk = fc; how = 'contract'; + end + end + +% if you have accepted a new point, replace the worst point (n+1) with it + + if ( happy == 1 ) + simplex(:,n+1) = vk; fv(n+1) = fk; + else + +% shrink + v1 = simplex(:,1); + for i=2:n+1 + vs = min(max(v1 + a_shrink*(simplex(:,i)-v1),x_min),x_max); + [fs] = feval(func,vs, varargin{:}); + + simplex(:,i) = vs; + fv(i) = fs; + end + + how = 'shrink'; + end + +% order the vertices in increasing order of fv + [fv,idx] = sort(fv); simplex = simplex(:,idx); + x_opt = simplex(:,1); + %fprintf('%4i %6.2e %6.2e\n',[iter,change_f,change_x]) + iter=iter+1; +end + + diff --git a/42/replication_package/model_replication/Main nu 3 Forbearance/objective.m b/42/replication_package/model_replication/Main nu 3 Forbearance/objective.m new file mode 100644 index 0000000000000000000000000000000000000000..e61e6ed75dae85e73694aeb078e17f2942779279 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Forbearance/objective.m @@ -0,0 +1,244 @@ +function err_mom = objective(x) + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',22); + +intmeth = 'linear'; +printr = 0; + +optset('bisect', 'tol', 1e-32); + +% Calibrated Parameters + +p.beta = x(1); % discount factor +p.alpha = x(2); % weight on housing in preferences +p.R = x(3); +p.phi = x(4); % productivity non-market +p.F0m = x(5); % fixed cost of refinancing +p.B = x(6); +p.r1 = x(7); +p.r2 = x(8); % parameters governing shape of rl curve +p.rh = (1 + x(9))^(1/4) - 1; % interest rate + +% Assigned Parameters + +p.nu = 3; % parameter in exponential distribution + +p.pidelta = [0.975; 0.025]; % probability of expenditure shocks +p.delta = [0; 0.0625]; % expenditure shock, fraction of home (quarterly so divide by 4) + +p.rl = (1 - 0.028)^(1/4) - 1; % lower bound on liquid rate + +p.T = 61*4; % last period of life +p.D = 30*4; % maturity of mortgages + +p.sigma = 2; % CRRA +p.gamma = 1; % Frisch elasticity of non-market production + +p.rm = (1 + 0.025)^(1/4) - 1; % mortgage interest rate + +p.Fs = 0.06; % fixed cost of selling home +p.F1m = 0.005; % proportional cost of refinancing + +p.wbar = 1; % parameter governing luxuriousness of bequests + +p.thetam = 0.85; % maximum LTV +p.thetay = 0.214; % maximum PTI + +rhoz = 0.9908; +sz = 0.0761; +se = (1 - 0.55)^(1/2)*0.4869; % Krueger Perri (2011) show 55% of the variance of trans compon is measurement error so subtract + +time = (1 : 1 : p.T)'; +p.lambdat = exp(0.07982636 - 0.02322307 * (time/4 + 25) + 0.00105409 * (time/4 + 25).^2 - 0.00001028 * (time/4 + 25).^3); + +p.thetay = p.thetay*(1 - 0.3126./(1 + exp(18.629 - 0.3049*(time/4 + 25)))); + +p.mbar = p.rm/(1 - (1 + p.rm)^(-p.D)); % minimum payment required per 1 of initial debt + + +% Quality of Approximation + +p.na = 75; % number of nodes for liquid assets +p.nat = 75; % number of nodes for atilde = (1 + rl)*a - delta*h +p.nl = 75; % number of nodes for liquidity +p.no = 11; % number of nodes for omega (fraction of loan outstanding) +p.nt = 5; % number of possible initial LTV +p.nh = 7; % number of nodes for housing +p.nz = 9; % points for exogenous income z +p.ne = 3; + + +% Discretize Income Process + +[zgrid, Fzz] = rouwenhorst(rhoz, sz, p.nz); +zgrid = exp(zgrid'); +p.zgrid = zgrid; + +[Fz, d] = eigs(Fzz', 1, 'largestabs'); +Fz = Fz/sum(Fz); +Fz = full(Fz); % ergodic distribution of z + +[egrid, we] = qnwnorm(p.ne, 0, se^2); +egrid = exp(egrid); +p.egrid = egrid; + + +% Discretize other state variables + +amin = -0.4; +amax = 100; +p.agrid = amin + (amax - amin)*nodeunif(p.na, 0, 1).^2; + +omin = 0; +omax = 1; +p.ogrid = omin + (omax - omin)*nodeunif(p.no, 0, 1); + +tmin = 0.25; +tmax = p.thetam; % allow to cover fixed cost +p.tgrid = tmin + (tmax - tmin)*nodeunif(p.nt, 0, 1); + +hmin = 5; % minimum house size +hmax = 40; % maximum house size +p.hgrid = hmin + (hmax - hmin)*nodeunif(p.nh, 0, 1).^1.5; + +ymin = min(p.lambdat)*zgrid(1)*egrid(1); +ymax = max(p.lambdat)*zgrid(end)*egrid(end); + +lmin = -1; % keep it reasonably negative so they know that's a bad state to find yourself in +lmax = 125; +p.lgrid = lmin + (lmax - lmin)*nodeunif(p.nl, 0, 1).^1.5; + +atmin = -p.delta(2)*hmax + (1 + p.rl)*amin; +atmax = (1 + p.rh)*amax; +p.atgrid = atmin + (atmax - atmin)*nodeunif(p.nat, 0, 1).^1.5; + + + + + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.atgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.atgrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for W functions +swr = gridmake(p.lgrid, p.zgrid); + +svht = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for computing intermediate value function (creier prajit) +svrt = gridmake(p.agrid, p.zgrid, p.egrid); + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + +ind3h = kron((1:1:p.no*p.nt*p.nh*p.nz*p.ne)', ones(p.na, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind3r = kron((1:1: p.nz*p.ne)', ones(p.na, 1)); + + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.nat*p.no*p.nt*p.nh*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.nat*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + +cmaxh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amin); % c that implies a' = amin +cmaxr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amin); + +cminh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amax); % c that implies a' = amax +cminr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amax); + +cmaxh = repmat(cmaxh, p.no*p.nt*p.nh*p.nz, 1); +cmaxr = repmat(cmaxr, p.nz, 1); + +cminh = repmat(cminh, p.no*p.nt*p.nh*p.nz, 1); +cminr = repmat(cminr, p.nz, 1); + + +% Terminal value of bequests + +rlh = interest(svbarh(:,1), p); +rlr = interest(svbarr(:,1), p); + +vbarh(:, p.T + 1) = p.pidelta(1)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(1)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma) + ... + p.pidelta(2)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(2)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); + +vbarr(:, p.T + 1) = p.B*(p.wbar + (1 + rlr).*svbarr(:,1)).^(1 - p.sigma)/(1 - p.sigma); + + +for t = p.T : -1 : 1 + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + At = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + [~, ~, ~, ~, vr(:,t)] = solveh(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', At, Y, znow); + + + % Solve discrete choice problem of housing + + At = svh(:,1); + Y = p.lambdat(t)*svh(:,5).*svh(:,6); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat*p.no*p.nt*p.nh, 1)), p.ne, 1); % index of z in (a, omega, theta, h, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.nat*p.no*p.nt, 1)), p.nz*p.ne, 1); % index of h in (a, omega, theta, h, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.nat*p.no, 1)), p.nh*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, z, e) space for owners + + + [~, ~, ~, ~, vh(:,t)] = solveh(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', At, Y, znow, hnow, tnow); + + % We need to interpolate to calculate the expected value before the delta shocks are realized, but after the z,e shocks are realized + + Vhinterp = griddedInterpolant({p.atgrid, (1: 1:p.no*p.nt*p.nh*p.nz*p.ne)'}, reshape(vh(:, t), p.nat, p.no*p.nt*p.nh*p.nz*p.ne), intmeth, 'linear'); + Vrinterp = griddedInterpolant({p.atgrid, (1: 1: p.nz*p.ne)'}, reshape(vr(:, t), p.nat, p.nz*p.ne), intmeth, 'linear'); + + + % Compute expected value and update vbar + + % 1. Step 1: integrate delta shocks by interpolate value of home and rent (which are functions of atilde) + + vhtemp = p.pidelta(1)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(1)*svht(:, 4), ind3h) + p.pidelta(2)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(2)*svht(:, 4), ind3h); + + vrtemp = Vrinterp((1 + interest(svrt(:,1), p)).*svrt(:,1), ind3r); + + % 2. Step 2: integrate income shocks + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh, Fzz}, vhtemp((i - 1)*p.na*p.no*p.nt*p.nh*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nz)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vrtemp((i - 1)*p.na*p.nz + 1 : i*p.na*p.nz)); + + end + +end + + +simulate diff --git a/42/replication_package/model_replication/Main nu 3 Forbearance/plot_decisions.m b/42/replication_package/model_replication/Main nu 3 Forbearance/plot_decisions.m new file mode 100644 index 0000000000000000000000000000000000000000..02ab927bd8e2d145e7c78ec64609d4d42773f27c --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Forbearance/plot_decisions.m @@ -0,0 +1,109 @@ + +close all + +t = 185; + +EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +N = 100; + +oind = p.no; onow = oind*ones(N, 1); + +tind = 5; tnow = tind*ones(N, 1); +hind = 2; hnow = hind*ones(N, 1); +zind = 3; znow = zind*ones(N, 1); + +ind2 = sub2ind([p.no, p.nt, p.nh, p.nz], onow, tnow, hnow, znow); + +state = gridmake(nodeunif(N, 0, 2), p.ogrid(oind), p.tgrid(tind), p.hgrid(hind), p.zgrid(zind)); + +cmin = bisect('savings', 1e-13, 1e5, state(:,1), p, 'h', amax); +cmax = bisect('savings', 1e-13, 1e5, state(:,1), p, 'h', amin); + +C = solve_golden('wfunc', cmin, cmax, state, ind2, EVh, p, 'h'); + +[~, Aprime] = savings(C, state, p, 'h'); + + +figure(1) + +subplot(1, 2, 1) +plot(state(:, 1), C); + +title('consumption', 'Interpreter', 'Latex'); +xlabel('$l$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + +subplot(1, 2, 2) +plot(state(:, 1), Aprime); + +title('$a^{\prime}$', 'Interpreter', 'Latex'); +xlabel('$l$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + + + + +% Housing Choice + +eind = 2; + +state = gridmake(nodeunif(N, amin, 5), p.ogrid(oind), p.tgrid(tind), p.hgrid(hind), p.zgrid(zind), p.egrid(eind)); + +Y = p.lambdat(t)*p.zgrid(zind)*p.egrid(eind); +A = state(:,1); + +[Lall, omegaall, thetaall, hall, v, pall, vall] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', A, Y, znow, hnow, tnow); + + + +figure(2) + +subplot(2, 3, 1) +plot(A, pall); +title('prob. each choice', 'Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + +subplot(2, 3, 2) +plot(A, Lall); +title('liquidity','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + +subplot(2, 3, 3) +plot(A, omegaall); +title('$\omega^{\prime}$','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + +subplot(2, 3, 4) +plot(A, thetaall); +title('$\bar{\theta}^{\prime}$','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + + +subplot(2, 3, 5) +plot(A, hall); +title('$h^{\prime}$','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + + +subplot(2, 3, 6) +plot(A, vall); +title('value','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + diff --git a/42/replication_package/model_replication/Main nu 3 Forbearance/plot_decisions_rate.m b/42/replication_package/model_replication/Main nu 3 Forbearance/plot_decisions_rate.m new file mode 100644 index 0000000000000000000000000000000000000000..703b309a29407d9602d2c3ad55dc4d13e6e19c9f --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Forbearance/plot_decisions_rate.m @@ -0,0 +1,52 @@ + +close all + +% understand value of each option + +t = 75; + +tind = 3; +hind = 5; +rind = 1; +zind = 5; +eind = 2; + +omega = 0.0; + +state = gridmake(nodeunif(100, 0, 3), omega, p.tgrid(tind), p.hgrid(hind), rind, p.zgrid(zind), p.egrid(eind)); + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +ai = state(:,1); +yi = p.lambdat(t)*state(:,6).*state(:,7); + +[li, oi, thi, hi, vi, di, valli] = solveh_rm(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', ai, yi, zind*ones(100, 1), hind*ones(100, 1), tind*ones(100, 1), rind*ones(100, 1)); + +state2 = gridmake(ai + 0.0001, omega, p.tgrid(tind), p.hgrid(hind), rind, p.zgrid(zind), p.egrid(eind)); +ai2 = state2(:,1); + +[~, ~, ~, ~, vi2] = solveh_rm(state2, Whinterp, Wrinterp, p, p.thetay(t), 'h', ai2, yi, zind*ones(100, 1), hind*ones(100, 1), tind*ones(100, 1), rind*ones(100, 1)); + +vprime = (vi2 - vi)./(ai2 - ai); + + + + +figure(3) + +subplot(1, 2, 1) +plot(ai, di); + +title('discrete choice', 'Interpreter', 'Latex'); +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + + +subplot(1, 2, 2) +plot(ai, (valli(:, 1:4) - valli(:, 5))./vprime); + +title('values', 'Interpreter', 'Latex'); +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') diff --git a/42/replication_package/model_replication/Main nu 3 Forbearance/rouwenhorst.m b/42/replication_package/model_replication/Main nu 3 Forbearance/rouwenhorst.m new file mode 100644 index 0000000000000000000000000000000000000000..b63dcbaa002c4cdc734110fadee1cd5d36526c07 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Forbearance/rouwenhorst.m @@ -0,0 +1,29 @@ +%rouwenhorst.m +% +%[zgrid, P] = rouwenhorst(rho, sigma_eps, n) +% +% rho is the 1st order autocorrelation +% sigma_eps is the standard deviation of the error term +% n is the number of points in the discrete approximation +% +% http://www.karenkopecky.net/rouwenhorst.m + +function [zgrid, P] = rouwenhorst(rho,sigma_eps,n) + +mu_eps = 0; + +q = (rho+1)/2; +nu = ((n-1)/(1-rho^2))^(1/2) * sigma_eps; + +P = [q 1-q;1-q q]; + + +for i=2:n-1 + P = q*[P zeros(i,1);zeros(1,i+1)] + (1-q)*[zeros(i,1) P;zeros(1,i+1)] + ... + (1-q)*[zeros(1,i+1); P zeros(i,1)] + q*[zeros(1,i+1); zeros(i,1) P]; + P(2:i,:) = P(2:i,:)/2; +end + +zgrid = linspace(mu_eps/(1-rho)-nu,mu_eps/(1-rho)+nu,n); + + diff --git a/42/replication_package/model_replication/Main nu 3 Forbearance/savings.m b/42/replication_package/model_replication/Main nu 3 Forbearance/savings.m new file mode 100644 index 0000000000000000000000000000000000000000..a433768aa318702a363a57e6ddfebfcd6a4669ac --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Forbearance/savings.m @@ -0,0 +1,23 @@ +function [Dist, Aprime] = savings(C, s, p, type, bnd) + +% gives A' for a given level of consumption + +if strcmp(type, 'h') + + Aprime = s(:,1) + p.phi^(1 + 1/p.gamma).*C.^(-p.sigma/p.gamma) - C; + +else + + Aprime = s(:,1) + p.phi^(1 + 1/p.gamma).*C.^(-p.sigma/p.gamma) - (1 + p.alpha^(1/p.sigma)*p.R^(1 - 1/p.sigma)).*C; + +end + +if nargin == 5 + + Dist = Aprime - bnd; + +else + + Dist = []; + +end \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 Forbearance/simulate.m b/42/replication_package/model_replication/Main nu 3 Forbearance/simulate.m new file mode 100644 index 0000000000000000000000000000000000000000..913e5b096121239d051c891f8e5fdacac9bae892 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Forbearance/simulate.m @@ -0,0 +1,687 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +N = 25000; +T = p.T; + +A = zeros(2*N, T + 1); % Liquid Assets +O = zeros(2*N, T + 1); % fraction of loan outstanding +Th = zeros(2*N, T + 1); % initial mortgage size +H = zeros(2*N, T + 1); % house size + +C = zeros(2*N, T); % consumption +L = zeros(2*N, T); % liquidity after making housing choice +D = zeros(2*N, T); % discrete choice: 1 ... 5 +Y = zeros(2*N, T); % income +V = zeros(2*N, T); % value function + +Pall = zeros(2*N, 5, T); +Vall = zeros(2*N, 5, T); + +Mind = zeros(2*N, T + 1); % number of your mortgage (1, 2, 3, ...) +Hind = zeros(2*N, T + 1); % number of your house (1, 2, 3) +Curt = zeros(2*N, T); % indicator for whether curtail mortgage + +% First simulate history of shocks to income + +rng(100); + +Z = zeros(2*N, T); +E = zeros(2*N, T); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + +Fzcum = [0; cumsum(Fz)]; % cumulative ergodic for initial conditions +[~, bin] = histc(unif, Fzcum); % bin is the index of initial draw of z + +Z(:,1) = bin; + +unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + +Fecum = [0; cumsum(we)]; % cumulative ergodic for transitory shock +[~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + +E(:,1) = bin; + +Y(:,1) = p.lambdat(1)*p.zgrid(Z(:,1)).*p.egrid(E(:,1)); + + +for t = 2 : T + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Z(:,t-1), :), 2)]; + + Z(:,t) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + E(:,t) = bin; + + Y(:,t) = p.lambdat(t)*p.zgrid(Z(:,t)).*p.egrid(E(:,t)); + +end + +U = rand(2*N, T); % random variable that determines choice probability (adjustment cost) + +Delta = rand(2*N, T); % random variable that determines maintenance shock + +Delta = p.delta(1)*(Delta <= p.pidelta(1)) + p.delta(2)*(Delta > p.pidelta(1)); + + +% period 1 all are renters with 0 wealth + +t = 1; + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +state = (1 + interest(A(:, t), p)).*A(:,t); % others irrelevant here + +[Lall, Oall, Thall, Hall, V(:,t), Pall(:, 1: 3, t), Vall(:, 1 : 3, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'r', state(:,1), Y(:, t), Z(:, t)); + +Pcum = [zeros(2*N, 1), cumsum(Pall(:, 1: 3, t), 2)]; + +unif = rand(2*N, 1); + +D(:, t) = ((unif < Pcum(:, 2:end)).*(unif >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + +ind = sub2ind([2*N, 3], (1 : 1 : 2*N)', D(:,t)); + +L(:, t) = Lall(ind); +O(:, t + 1) = Oall(ind); +Th(:, t + 1) = Thall(ind); +H(:, t + 1) = Hall(ind); + + +% Find consumption + +rent = H(:, t + 1) == 0; + +Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, t), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); +Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, t), p.nl, p.nz), intmeth, 'linear'); + +cmin = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amax); % c that implies a' = amin +cmax = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amin); % c that implies a' = amin + +C(rent, t) = max(min(Crint(L(rent, t), p.zgrid(Z(rent, t))), cmax), cmin); + +[~, A(rent, t+1)] = savings(C(rent,t), L(rent, t), p, 'r'); % none of the other state variables matter + +cmin = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amax); % c that implies a' = amin +cmax = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amin); % c that implies a' = amin + +C(~rent,t) = max(min(Chint(L(~rent, t), O(~rent, t+1), Th(~rent, t+1), H(~rent, t+1), p.zgrid(Z(~rent, t))), cmax), cmin); + +[~, A(~rent, t+1)] = savings(C(~rent,t), L(~rent,t), p, 'h'); + + +Hind(:, t + 1) = D(:, t) > 1; +Mind(:, t + 1) = D(:, t) == 3; + +for t = 2 : T + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + rent = H(:, t) == 0; + + % Renters + + state = (1 + interest(A(rent, t), p)).*A(rent, t); % others don't matter directly + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, V(rent,t), Pall(rent, 1 : 3, t), Vall(rent, 1 : 3, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'r', state(:,1), Y(rent, t), Z(rent, t)); + + Pcum = [zeros(ntemp, 1), cumsum(Pall(rent, 1 : 3, t), 2)]; + + D(rent, t) = ((U(rent, t) < Pcum(:, 2:end)).*(U(rent, t) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', D(rent, t)); + + L(rent, t) = Lall(ind); + O(rent, t + 1) = Oall(ind); + Th(rent, t + 1) = Thall(ind); + H(rent, t + 1) = Hall(ind); + + Hind(rent, t + 1) = Hind(rent, t) + (D(rent, t) > 1); + Mind(rent, t + 1) = Mind(rent, t) + (D(rent, t) == 3); + + % Homeowners + + ntemp = numel(find(~rent)); + + state = [(1 + interest(A(~rent, t), p)).*A(~rent, t) - Delta(~rent, t).*H(~rent, t), O(~rent, t), Th(~rent, t), H(~rent, t)]; % others don't matter directly + + hind = lookup1(p.hgrid, H(~rent, t), 1); + tind = lookup1(p.tgrid, Th(~rent, t), 1); + + [Lall, Oall, Thall, Hall, V(~rent,t), Pall(~rent, :, t), Vall(~rent, :, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', state(:,1), Y(~rent, t), Z(~rent, t), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pall(~rent, :, t), 2)]; + + D(~rent, t) = ((U(~rent, t) < Pcum(:, 2:end)).*(U(~rent, t) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', D(~rent, t)); + + L(~rent, t) = Lall(ind); + O(~rent, t + 1) = Oall(ind); + Th(~rent, t + 1) = Thall(ind); + H(~rent, t + 1) = Hall(ind); + + Hind(~rent, t + 1) = Hind(~rent, t) + (D(~rent, t) == 2 | D(~rent, t) == 3); + Mind(~rent, t + 1) = Mind(~rent, t) + (D(~rent, t) == 3 | D(~rent, t) == 4); + + Curt(~rent, t + 1) = (Curt(~rent, t) == 1 | (O(~rent, t+1) <= (1 + p.rm)*O(~rent, t) - p.mbar - 1e-5)) & (D(~rent, t) == 5) & (O(~rent, t+1) > 0); + + + % Find consumption + + rent = H(:, t + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, t), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, t), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amin); % c that implies a' = amin + + C(rent, t) = max(min(Crint(L(rent, t), p.zgrid(Z(rent, t))), cmax), cmin); + + [~, A(rent, t+1)] = savings(C(rent,t), L(rent, t), p, 'r'); % none of the other state variables matter + + cmin = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amin); % c that implies a' = amin + + C(~rent,t) = max(min(Chint(L(~rent, t), O(~rent, t+1), Th(~rent, t+1), H(~rent, t+1), p.zgrid(Z(~rent, t))), cmax), cmin); + + [~, A(~rent, t+1)] = savings(C(~rent,t), L(~rent,t), p, 'h'); + + +end + +Asave = A; +Osave = O; +Thsave = Th; +Hsave = H; +Csave = C; +Lsave = L; +Dsave = D; +Ysave = Y; +Zsave = Z; +Esave = E; +Vsave = V; +Pallsave = Pall; +Vallsave = Vall; +Usave = U; +Deltasave = Delta; + + +%{ + +figure(2) + +id = 1; + +subplot(2,2,1), plot([C(id, 1 : p.T)', Y(id, 1 : p.T)']); +title('Consumption and Income', 'Interpreter','Latex'); +h = legend('consumption', 'income'); +set(gca, 'ygrid', 'on') +set(h,'Interpreter','latex'); + + +subplot(2,2,2), plot([A(id, 1 : p.T + 1)', H(id, 1 : p.T + 1)'.*(1 - O(id, 1 : p.T + 1)'.*Th(id, 1 : p.T + 1)')]); +title('Wealth', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') +h = legend('liquid', 'illiquid'); +set(h,'Interpreter','latex'); + +subplot(2,2,3), plot([H(id, 2 : p.T + 1)', (p.R/p.alpha)^(-1/p.sigma)*C(id, :)']) +title('Housing', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +subplot(2,2,4), plot(O(id, 1 : p.T + 1)'.*Th(id, 1 : p.T + 1)') +title('LTV', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + + + +figure(3) + +subplot(2,2,1), plot([mean(C(:, 1 : p.T))', mean(Y(:, 1 : p.T))']); +title('Consumption and Income', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +legend('consumption', 'income') +set(gca, 'ygrid', 'on') + +subplot(2,2,2), plot([mean(A)', mean(H.*(1 - Th.*O))']); +title('Wealth', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') +h = legend('liquid', 'illiquid'); +set(h,'Interpreter','latex'); + +subplot(2,2,3), plot([mean(H)']); +title('Housing Stock', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +subplot(2,2,4), plot([mean(Th.*H.*O)'./mean(H)']); +title('LTV', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +%} + +W = A + H.*(1 - Th.*O); +Debt = H.*Th.*O; +Yh = p.phi^(1 + 1/p.gamma)*C.^(-p.sigma/p.gamma); % home production +Rent = p.R*(p.R/p.alpha)^(-1/p.sigma)*C.*(H(:, 2:end) == 0); + +Debttilde = zeros(2*N, T + 1); +Debttilde(H > 0) = (Debt(H > 0) - p.F0m)./(1 + p.F1m); + + +%{ + +% Check aggregate resource constraint +% transaction costs: + +Ftrans = (H(:, 1 : end - 1) == 0).*(D == 3).*(p.F0m + p.F1m*Debttilde(:, 2:end)) + ... % mortgage origination cost for renters + (H(:, 1 : end - 1) > 0).*(D <= 3).*(p.Fs*H(:, 1 : end - 1)) + ... % house selling costs for homeowners + (H(:, 1 : end - 1) > 0).*(D == 3 | D == 4).*(p.F0m + p.F1m*Debttilde(:, 2:end)); % mortgage origination cost for homeowners + +t = 1:T; + +rl = interest(A(:, t), p); + +err_agg = norm(vec(C(:,t) + H(:, t+1) + A(:, t+1) + (1 + p.rm)*Debt(:, t) + Rent(:,t) - Yh(:,t) - Y(:,t) - (1 + rl).*A(:, t) - H(:, t).*(1 - Delta(:,t)) - Debt(:, t+1) + Ftrans(:,t))); + +fprintf('Err in Agg Resource Constr = %9.2e \n', err_agg); +%} + +fsell = mean(vec(D <= 3 & H(:, 1 : end-1) > 0))/ mean(vec(H(:, 1 : end-1) > 0))*4; +fmortg = mean(vec(Th(:,1:end-1).*O(:,1:end-1) > 0 & H(:, 1 : end-1) > 0)) / mean(vec(H(:, 1 : end-1) > 0)); + +agewealthratio = mean(vec(W(:, 41*4 + 1 : end))) / mean(vec(W(:, 2 : 41*4))); + +reqpayment = p.mbar*Th(:, 1:end - 1).*H(:, 1:end - 1).*(O(:, 1:end - 1) > 0).*(D == 5); +actpayment = ((1 + p.rm)*Debt(:, 1 : end - 1) - Debt(:, 2 : end)).*(D == 5); + +fcurtail = sum(vec(D == 5) & vec(O(:, 1:end-1) > 0) & vec(Curt(:, 1:end - 1) > 0))/sum(vec(D == 5) & vec(O(:, 1:end-1) > 0)); + +PTI = reqpayment(reqpayment > 0)./Y(reqpayment > 0); + +HY = H(:, 2:end)./Y/4; + +Age = zeros(2*N, T); % mortgage age + +for t = 2 : T + + Age(:,t) = (Age(:,t-1) + 1/4).*(Age(:,t-1) > 0 & D(:,t) == 5) + 1/4.*(D(:,t) == 3 | D(:,t) == 4); + +end + +Age = Age - 1/4; + +Age = floor(Age); + +LTV = O.*Th; + + +% Let's compute refinance statistics the way Denis did in PSID data (imagine we track people every 2 years) + + +dates = 5 : 8 : p.T; % interview dates: Jan 1 1999, Jan 1 2001, Jan 1 2003 ... + +Ya = zeros(2*N, numel(dates) - 1); % annual income: 1998, 2000, 2002 +Ra = zeros(2*N, numel(dates) - 1); % refinance between 1998-2000, 2000-2002 ... +Na = zeros(2*N, numel(dates) - 1); % eligible to be counted as refinancer +Aa = zeros(2*N, numel(dates) - 1); % liquid assets at the time of the interview +Ha = zeros(2*N, numel(dates) - 1); % house value at interview +LTVa = zeros(2*N, numel(dates) - 1); % LTV at interview +dLTVa = zeros(2*N, numel(dates) - 1); % change in LTV + +for i = 1 : numel(dates) - 1 + +Ya(:, i) = sum(Y(:, dates(i) - 4 : 1 : dates(i) - 1), 2); + +Ra(:, i) = LTV(:, dates(i + 1)) > 1.05*LTV(:, dates(i)) & Hind(:, dates(i+1)) == Hind(:, dates(i)) & LTV(:, dates(i)) > 0 & H(:, dates(i)) > 0; +Na(:, i) = Hind(:, dates(i+1)) == Hind(:, dates(i)) & LTV(:, dates(i)) > 0 & H(:, dates(i)) > 0; + +Aa(:, i) = A(:, dates(i)); +Ha(:, i) = H(:, dates(i)); +LTVa(:, i) = LTV(:, dates(i)); +dLTVa(:, i) = LTV(:, dates(i + 1)) - LTV(:, dates(i)); + + +end + +AYa = Aa./Ya; +AWa = Aa./(Aa + (1 - LTVa).*Ha); +AWa(isnan(AWa)) = 0; + + +fextract = sum(Ra(:) > 0 & Na(:) > 0)/sum(Na(:) > 0); +medextract = median(dLTVa(Ra(:) > 0 & Na(:) > 0)./LTVa(Ra(:) > 0 & Na(:) > 0)); +meanextract = mean(dLTVa(Ra(:) > 0 & Na(:) > 0)./LTVa(Ra(:) > 0 & Na(:) > 0)); +meddLTV = median(dLTVa(Ra(:) > 0 & Na(:) > 0)); +meandLTV = mean(dLTVa(Ra(:) > 0 & Na(:) > 0)); + +AWrefimean = mean(AWa(Ra == 1 & Na == 1)); +AWinacmean = mean(AWa(Ra == 0 & Na == 1)); +AYrefimean = mean(AYa(Ra == 1 & Na == 1)); +AYinacmean = mean(AYa(Ra == 0 & Na == 1)); + + +AWrefimed = median(AWa(Ra == 1 & Na == 1)); +AWinacmed = median(AWa(Ra == 0 & Na == 1)); +AYrefimed = median(AYa(Ra == 1 & Na == 1)); +AYinacmed = median(AYa(Ra == 0 & Na == 1)); + + + + +LTV = LTV(:, 2:end); + + +moment_model = zeros(57, 1); + +moment_model(1) = mean(vec(H(:, 2 : end) > 0)); +moment_model(2) = mean(vec(W(:, 2 : end))) /mean(vec(Y))/4; +moment_model(3) = mean(vec(H(:, 2 : end))) /mean(vec(Y))/4; +moment_model(4) = mean(vec(Debt(:, 2 : end))) /mean(vec(Y))/4; +moment_model(5) = mean(vec(A(:, 2 : end))) /mean(vec(Y))/4; +moment_model(6) = median(vec(A(:, 2 : end))) /mean(vec(Y))/4; + +moment_model(7) = mean(A(H > 0)) /mean(vec(Y))/4; +moment_model(8) = median(A(H > 0)) /mean(vec(Y))/4; + +moment_model(9) = mean(vec(A(:,2:end) <= 0)); +moment_model(10) = mean(vec(A(:,2:end) <= 4/26*Y)); % HTM with liquid assets < 2 weeks +moment_model(11) = sum(vec(A(:,2:end) <= 0) & vec(H(:, 2:end) > 0))/sum(vec(H(:, 2:end) > 0)); +moment_model(12) = sum(vec(A(:,2:end) <= 4/26*Y) & vec(H(:, 2:end) > 0))/sum(vec(H(:, 2:end) > 0)); + +moment_model(13) = fextract; +moment_model(14) = mean(vec(Yh))/mean(vec(C)); +moment_model(15) = agewealthratio; + +moment_model(16) = fcurtail; +moment_model(17) = fsell; +moment_model(18) = fmortg; +moment_model(19) = medextract; +moment_model(20) = meddLTV; + + +moment_model(21 : 25) = prctile(vec(A(:, 2 : end)), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(26 : 30) = prctile(A(H == 0), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(31 : 35) = prctile(A(H > 0), [10; 25; 50; 75; 90])/mean(vec(Y))/4; + +hpgrowth = 0.00; + +moment_model(36 : 40) = prctile(LTV(LTV > 0)./(1 + hpgrowth).^(Age(LTV > 0) - 1), [10; 25; 50; 75; 90]); + + +moment_model(41 : 45) = prctile((1 - Th(H > 0).*O(H > 0)).*H(H > 0)./W(H > 0), [10; 25; 50; 75; 90]); +moment_model(46 : 50) = prctile(vec(W(:,2:end)), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(51 : 55) = prctile(PTI, [10; 25; 50; 75; 90]); +moment_model(56 : 60) = prctile(HY(HY > 0), [10; 25; 50; 75; 90]); +moment_model(61 : 65) = prctile(Age(Age >=0 & LTV > 0), [10; 25; 50; 75; 90]); + +moment_model(66) = AWrefimean; +moment_model(67) = AWinacmean; +moment_model(68) = AYrefimean; +moment_model(69) = AYinacmean; +moment_model(70) = AWrefimed; +moment_model(71) = AWinacmed; +moment_model(72) = AYrefimed; +moment_model(73) = AYinacmed; + + +moment_data = [0.64; 1.45; 1.82; 0.83; 0.46; 0.07; 0.53; 0.15; 0.26; 0.41; 0.20; 0.32; 0.15; 0.23; 2.00; 0.22; 0.044; 0.71; 0.24; 0.11; + -0.04; 0; 0.07; 0.48; 1.50; -0.05; 0; 0.01; 0.15; 1; -0.04; 0.01; 0.15; 0.68; 1.69; + 0.18; 0.39; 0.62; 0.77; 0.88; 0.36; 0.64; 0.87; 0.99; 1.04; 0; 0.04; 0.73; 2.34; 3.94; + 0.05; 0.08; 0.11; 0.17; 0.24; 1.02; 1.62; 2.48; 3.78; 6.43; 0; 1; 3; 6; 10; + 0.09; 0.21; 0.34; 1.39; 0.04; 0.16; 0.03; 0.18]; + + +if printr + clc +fprintf('\n') +fprintf('Table 9. After Column\n') +fprintf('\n') + +fprintf('A. Steady State Comparisons\n') + +fprintf('\n') +fprintf('fraction homeowners = %9.2f \n', moment_model(1)); +%fprintf('Aggregate Wealth to Income = %9.2f %9.2f\n', [moment_model(2), moment_data(2)]); +%fprintf('Aggregate Housing to Income = %9.2f %9.2f\n', [moment_model(3), moment_data(3)]); +fprintf('mortgage debt to income = %9.2f \n', moment_model(4)); +% +% fprintf('\n') +% fprintf('Aggregate Liquid assets to Income = %9.2f %9.2f\n', [moment_model(5), moment_data(5)]); +% fprintf('Median Liquid assets to Income = %9.2f %9.2f\n', [moment_model(6), moment_data(6)]); +% fprintf('Mean Liquid assets to Income Owners = %9.2f %9.2f\n', [moment_model(7), moment_data(7)]); +% fprintf('Median Liquid assets to Income Owners = %9.2f %9.2f\n', [moment_model(8), moment_data(8)]); +% +% fprintf('\n') +% fprintf('Fraction HTM (A <= 0) = %9.2f %9.2f\n', [moment_model(9), moment_data(9)]); +% fprintf('Fraction HTM (A <= 1/26 income) = %9.2f %9.2f\n', [moment_model(10), moment_data(10)]); +% fprintf('Fraction HTM (A <= 0) Owners = %9.2f %9.2f\n', [moment_model(11), moment_data(11)]); +% fprintf('Fraction HTM (A <= 1/26 income) Owners = %9.2f %9.2f\n', [moment_model(12), moment_data(12)]); +% +% fprintf('\n') + +fprintf('fraction borrowers who extract = %9.2f \n', ceil(moment_model(13)/2*100)/100); +% fprintf('Non-Market Production to Consumption = %9.2f %9.2f\n', [moment_model(14), moment_data(14)]); +% fprintf('Mean wealth retirees / workers = %9.2f %9.2f\n', [moment_model(15), moment_data(15)]); +% fprintf('\n') +% fprintf('\n') +% +% fprintf('\n') +% fprintf('Fraction of Borrowers Ahead on Payments = %9.2f %9.2f\n', [moment_model(16), moment_data(16)]); +% fprintf('Fraction of Homeowners who sell = %9.2f %9.2f\n', [moment_model(17), moment_data(17)]); +% fprintf('Fraction of Homeowners with mortgage = %9.2f %9.2f\n', [moment_model(18), moment_data(18)]); +% fprintf('Median increase in balance extract = %9.2f %9.2f\n', [moment_model(19), moment_data(19)]); +% fprintf('Median increase in LTV extract = %9.2f %9.2f\n', [moment_model(20), moment_data(20)]); +% +% fprintf('\n') +% +% fprintf('10 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(21), moment_data(21)]); +% fprintf('25 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(22), moment_data(22)]); +% fprintf('50 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(23), moment_data(23)]); +% fprintf('75 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(24), moment_data(24)]); +% fprintf('90 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(25), moment_data(25)]); +% fprintf('\n') +% fprintf('10 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(26), moment_data(26)]); +% fprintf('25 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(27), moment_data(27)]); +% fprintf('50 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(28), moment_data(28)]); +% fprintf('75 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(29), moment_data(29)]); +% fprintf('90 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(30), moment_data(30)]); +% fprintf('\n') +% fprintf('10 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(31), moment_data(31)]); +% fprintf('25 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(32), moment_data(32)]); +% fprintf('50 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(33), moment_data(33)]); +% fprintf('75 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(34), moment_data(34)]); +% fprintf('90 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(35), moment_data(35)]); +% +% +% fprintf('\n') +% +% fprintf('10 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(36), moment_data(36)]); +% fprintf('25 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(37), moment_data(37)]); +% fprintf('50 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(38), moment_data(38)]); +% fprintf('75 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(39), moment_data(39)]); +% fprintf('90 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(40), moment_data(40)]); +% fprintf('\n') +% fprintf('10 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(41), moment_data(41)]); +% fprintf('25 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(42), moment_data(42)]); +% fprintf('50 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(43), moment_data(43)]); +% fprintf('75 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(44), moment_data(44)]); +% fprintf('90 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(45), moment_data(45)]); +% fprintf('\n') +% fprintf('10 pctile Wealth = %9.2f %9.2f\n', [moment_model(46), moment_data(46)]); +% fprintf('25 pctile Wealth = %9.2f %9.2f\n', [moment_model(47), moment_data(47)]); +% fprintf('50 pctile Wealth = %9.2f %9.2f\n', [moment_model(48), moment_data(48)]); +% fprintf('75 pctile Wealth = %9.2f %9.2f\n', [moment_model(49), moment_data(49)]); +% fprintf('90 pctile Wealth = %9.2f %9.2f\n', [moment_model(50), moment_data(50)]); +% fprintf('\n') +% fprintf('10 pctile PTI = %9.2f %9.2f\n', [moment_model(51), moment_data(51)]); +% fprintf('25 pctile PTI = %9.2f %9.2f\n', [moment_model(52), moment_data(52)]); +% fprintf('50 pctile PTI = %9.2f %9.2f\n', [moment_model(53), moment_data(53)]); +% fprintf('75 pctile PTI = %9.2f %9.2f\n', [moment_model(54), moment_data(54)]); +% fprintf('90 pctile PTI = %9.2f %9.2f\n', [moment_model(55), moment_data(55)]); +% fprintf('\n') +% fprintf('10 pctile housing to income = %9.2f %9.2f\n', [moment_model(56), moment_data(56)]); +% fprintf('25 pctile housing to income = %9.2f %9.2f\n', [moment_model(57), moment_data(57)]); +% fprintf('50 pctile housing to income = %9.2f %9.2f\n', [moment_model(58), moment_data(58)]); +% fprintf('75 pctile housing to income = %9.2f %9.2f\n', [moment_model(59), moment_data(59)]); +% fprintf('90 pctile housing to income = %9.2f %9.2f\n', [moment_model(60), moment_data(60)]); +% fprintf('\n') +% fprintf('10 pctile mortgage age = %9.0f %9.0f\n', [moment_model(61), moment_data(61)]); +% fprintf('25 pctile mortgage age = %9.0f %9.0f\n', [moment_model(62), moment_data(62)]); +% fprintf('50 pctile mortgage age = %9.0f %9.0f\n', [moment_model(63), moment_data(63)]); +% fprintf('75 pctile mortgage age = %9.0f %9.0f\n', [moment_model(64), moment_data(64)]); +% fprintf('90 pctile mortgage age = %9.0f %9.0f\n', [moment_model(65), moment_data(65)]); +% fprintf('\n') +% fprintf(' Mean Liquid Assets to Wealth: Refi = %9.2f %9.2f\n', [moment_model(66), moment_data(66)]); +% fprintf(' Mean Liquid Assets to Wealth: Dont = %9.2f %9.2f\n', [moment_model(67), moment_data(67)]); +% %fprintf(' Mean Liquid Assets to Income: Refi = %9.2f %9.2f\n', [moment_model(68), moment_data(68)]); +% %fprintf(' Mean Liquid Assets to Income: Dont = %9.2f %9.2f\n', [moment_model(69), moment_data(69)]); +% fprintf('Median Liquid Assets to Wealth: Refi = %9.2f %9.2f\n', [moment_model(70), moment_data(70)]); +% fprintf('Median Liquid Assets to Wealth: Dont = %9.2f %9.2f\n', [moment_model(71), moment_data(71)]); +% %fprintf('Median Liquid Assets to Income: Refi = %9.2f %9.2f\n', [moment_model(72), moment_data(72)]); +% %fprintf('Median Liquid Assets to Income: Dont = %9.2f %9.2f\n', [moment_model(73), moment_data(73)]); + +% Calculate life time value + +Hs = H(:, 2 : p.T + 1).*(H(:, 2 : p.T + 1) > 0) + (p.R/p.alpha)^(-1/p.sigma)*C.*(H(:, 2 : p.T + 1) == 0); + +U = C.^(1 - p.sigma)/(1 - p.sigma) + p.alpha*Hs.^(1 - p.sigma)/(1 - p.sigma) - p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*C.^(-p.sigma*(1 + 1/p.gamma)); + +rl = 1./(1 + exp(-p.r1*(A(:,p.T+1) - p.r2)))*(p.rh - p.rl) + p.rl; + +V = sum(p.beta.^(0 : 1 : p.T - 1).*U, 2) + p.beta^p.T*p.B*(p.wbar + (1 + p.rl)*A(:,p.T+1) + (1 - p.Fs - (1 + p.rm)*O(:,p.T+1).*Th(:,p.T+1)).*H(:,p.T+1)).^(1 - p.sigma)/(1 - p.sigma); + +V = ((1 - p.sigma)*(1 - p.beta)/(1 - p.beta^p.T)*mean(V))^(1/(1 - p.sigma)); + +% fprintf('\n') +% fprintf('Life Time Value, CEV = %9.4f \n', V); + +end + +weights = zeros(numel(moment_data), 1); + +weights(1) = 10; +weights(2 : 8) = 1; +weights(5 : 6) = 10; % mean/median liquid assets +weights(10) = 1; +weights(12) = 1; +weights(13) = 20; +weights(14:15) = 1; +weights(35) = 1; + + +weights = weights/sum(weights); + +err_mom = (moment_model - moment_data)./(1 + moment_data); +err_mom = (weights'*err_mom.^2).^(1/2); + +% if exist('x', 'var') +% +% fprintf('%5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f \n', [x(:)', err_mom]); +% +% else +% +% fprintf('\n'); +% fprintf('value of objective = %5.6f \n', err_mom); +% fprintf('\n'); +% +% end + + + +if 1 % plot life-cycle facts + + Hage = zeros(12, 1); + Wage = zeros(12, 1); + Yage = zeros(12, 1); + Dage = zeros(12, 1); + + + for i = 1 : 12 + + Hage(i) = mean(vec(H(:, 1 + (i - 1)*20 + 1 : i*20))); % end of period + Wage(i) = mean(vec(W(:, 1 + (i - 1)*20 + 1 : i*20))); + Yage(i) = mean(vec(Y(:, (i - 1)*20 + 1 : i*20)))*4; + Dage(i) = mean(vec(Debt(:, 1 + (i - 1)*20 + 1 : i*20))); + + end + + Hagedata = [1.1087; 1.4087; 1.4763; 1.9266; 2.0235; 2.4097; 2.4357; 2.1536; 2.1235; 2.2089; 1.9586; 1.6400]; + Wagedata = [0.6662; 0.8185; 0.8671; 1.2850; 1.4026; 1.7998; 2.0514; 2.1628; 2.2489; 2.6734; 2.6458; 2.4242]; + Dagedata = [0.7153; 0.9609; 0.9500; 1.0210; 1.0908; 1.0429; 0.8714; 0.6650; 0.5929; 0.2739; 0.1116; 0.1019]; + Yagedata = [0.9588; 0.9789; 1.0230; 1.0682; 1.0930; 1.2830; 1.0935; 0.9195; 0.9010; 0.6512; 0.6091; 0.7702]; + + Aage = Wage - (Hage - Dage); + Aagedata = Wagedata - (Hagedata - Dagedata); + + figure(100) + + set(gcf,'DefaultLineLineWidth', 3); + subplot(2,2,1); + plot((27.5:5:82.5)', [Yagedata/mean(Yagedata), Yage/mean(Yage)]); + set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) + set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') + xlabel('age', 'Interpreter','latex'); + title('A. Income', 'Interpreter','latex'); + xlim([25, 85]); + + subplot(2,2,2); + plot((27.5:5:82.5)', [Wagedata./Yagedata, Wage./Yage]); + set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) + set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') + xlabel('age', 'Interpreter','latex'); + title('B. Wealth to Income', 'Interpreter','latex'); + xlim([25, 85]); + + subplot(2,2,3); + plot((27.5:5:82.5)', [Hagedata./Yagedata, Hage./Yage]); + set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) + set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') + xlabel('age', 'Interpreter','latex'); + title('C. Housing to Income', 'Interpreter','latex'); + xlim([25, 85]); + + subplot(2,2,4); + plot((27.5:5:82.5)', [(Hagedata - Dagedata)./Yagedata, (Hage - Dage)./Yage]); + set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) + set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') + xlabel('age', 'Interpreter','latex'); + title('D. Housing Wealth to Income', 'Interpreter','latex'); + xlim([25, 85]); + +end + + +%Fraction affected by policy + +happy = Th(:, 1 : end - 1) > 0 & O(:, 1 : end - 1) > 0 & D== 5 & O(:, 2 : end) > (1 + p.rm)*O(:, 1 : end - 1) - p.mbar; +owner = H(:, 1 : end - 1) > 0; +inject = ((O(:, 2 : end) - ((1 + p.rm)*O(:, 1 : end - 1) - p.mbar)).*H(:, 1 : end - 1).*Th(:, 1 : end-1)).*happy; +fprintf('\n') + +fprintf('fraction homeowners with reduced payments = %9.2f\n', sum(happy(:))/sum(owner(:))); +fprintf('mean payment reduction, 2016 USD = %9.0f\n', round(mean(inject(happy))*12896/10)*10); diff --git a/42/replication_package/model_replication/Main nu 3 Forbearance/simulate_liquidity.m b/42/replication_package/model_replication/Main nu 3 Forbearance/simulate_liquidity.m new file mode 100644 index 0000000000000000000000000000000000000000..1a8d9ab4ab5d3d3e53f1df74449124643edea3d9 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Forbearance/simulate_liquidity.m @@ -0,0 +1,529 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 5; + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); +Deltasim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); + + +% find out who is constrained in period 2 + + +for time = 1 : S + + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + +end + + +% Next Study Liquidity Injection: raise everyone's omega by 1% and increase A by the corresponding amount + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = Vsim; + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +time = 2; + +Ocsim(:, :, time) = min(Osim(:, :, time) + 0.01, 1); + +Thcsim(:, :, time) = Thsim(:, :, time).*(Thsim(:, :,time) > 0 & Hsim(:,:,time) > 0) + p.tgrid(end).*(Thsim(:, :,time) == 0 & Hsim(:,:,time) > 0); + + +Transfer = (1 + p.rm)*(Ocsim(:, :, time).*Thcsim(:, :, time) - Osim(:, :, time).*Thsim(:, :, time)).*Hsim(:, :, time); + +RHS = (1 + interest(Asim(:, :, time), p)).*Asim(:, :, time) + Transfer; + +data = [RHS(:)./(1 + p.rh), RHS(:)./(1 + p.rl)]; + + +Acsim(:, :, time) = reshape(bisect('findtransfer', min(data, [], 2) - 0.1, max(data, [], 2)+0.1, RHS(:), p), 2*N, T); + + +%Ocsim(:, :, time) = Osim(:, :, time); +%Thcsim(:, :, time) = Thsim(:, :, time); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + % Renters + + rent = Hcsim(:, initage, time) == 0; + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); + + +for time = 1 : S + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*Hcsim(:, :, time))); + +end + + +MPCt = (Cct - Ct)/mean(vec(Transfer)); + + +% Ask: how many homeowners (in period time = 2) benefit, so Vcsim(:, :, time) > Vsim(:, :, time) and what do + +% 1. Fraction of homeowners who benefit + +% 2. Distribution of welfare gains + +Vnew = reshape(Vcsim(:, :, 2), 2*N*T, 1); +Vold = reshape(Vsim(:, :, 2), 2*N*T, 1); +UCold = reshape(Csim(:, :, 2).^(- p.sigma), 2*N*T, 1); +Transfer = reshape(Transfer, 2*N*T, 1); + +ind = Transfer > 0; + +gains = max(min((Vnew(ind) - Vold(ind))./Transfer(ind)./UCold(ind), 1), 0); % small fraction due to interpolation error + +htm = Asim(:, :, 3) <= 1/6.5*Ysim(:,:,2)*0; +htm = reshape(htm, 2*N*T, 1); + +htm = htm(ind); + +fbenefit = mean(gains > 0); + +MPC = (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma) - (Csim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Csim(:, :, 2).^(-p.sigma/p.gamma))); +MPC = reshape(MPC, 2*N*T, 1); + +MPC = MPC(ind)./Transfer(ind); + +fprintf('\n') +fprintf('Fraction who benefit = %9.2f \n', fbenefit); +fprintf('\n') +fprintf('Fraction who benefit that are (all, htm, nhtm) = %9.2f %9.2f %9.2f \n', [1, sum(gains > 0 & htm) / sum(gains > 0), sum(gains > 0 & ~htm) / sum(gains > 0)]); +fprintf('\n') +fprintf('Willingness to pay, mean = %9.2f %9.2f %9.2f \n', [mean(gains(gains > 0)), mean(gains(gains > 0 & htm)), mean(gains(gains > 0 & ~htm)) ]); +fprintf('Willingness to pay, 10th pctile = %9.2f %9.2f %9.2f \n', [prctile(gains(gains > 0), 10), prctile(gains(gains > 0 & htm), 10), prctile(gains(gains > 0 & ~htm), 10)]); +fprintf('Willingness to pay, 25th pctile = %9.2f %9.2f %9.2f \n', [prctile(gains(gains > 0), 25), prctile(gains(gains > 0 & htm), 25), prctile(gains(gains > 0 & ~htm), 25)]); +fprintf('Willingness to pay, 50th pctile = %9.2f %9.2f %9.2f \n', [prctile(gains(gains > 0), 50), prctile(gains(gains > 0 & htm), 50), prctile(gains(gains > 0 & ~htm), 50)]); +fprintf('Willingness to pay, 75th pctile = %9.2f %9.2f %9.2f \n', [prctile(gains(gains > 0), 75), prctile(gains(gains > 0 & htm), 75), prctile(gains(gains > 0 & ~htm), 75)]); +fprintf('Willingness to pay, 90th pctile = %9.2f %9.2f %9.2f \n', [prctile(gains(gains > 0), 90), prctile(gains(gains > 0 & htm), 90), prctile(gains(gains > 0 & ~htm), 90)]); +fprintf('\n') +fprintf('MPC, mean = %9.2f %9.2f %9.2f \n', [mean(MPC(gains > 0)), mean(MPC(gains > 0 & htm)), mean(MPC(gains > 0 & ~htm)) ]); +fprintf('MPC, 10th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 10), prctile(MPC(gains > 0 & htm), 10), prctile(MPC(gains > 0 & ~htm), 10)]); +fprintf('MPC, 25th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 25), prctile(MPC(gains > 0 & htm), 25), prctile(MPC(gains > 0 & ~htm), 25)]); +fprintf('MPC, 50th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 50), prctile(MPC(gains > 0 & htm), 50), prctile(MPC(gains > 0 & ~htm), 50)]); +fprintf('MPC, 75th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 75), prctile(MPC(gains > 0 & htm), 75), prctile(MPC(gains > 0 & ~htm), 75)]); +fprintf('MPC, 90th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 90), prctile(MPC(gains > 0 & htm), 90), prctile(MPC(gains > 0 & ~htm), 90)]); + + + +% plot value of liquidity as a function of various characteristics + +% 1. Loan to Value + +ltv = Thsim(:, :, 2).*Osim(:,:,2); +lasst = Asim(:, :, 2)./(Asim(:,:,2) + (1 - Thsim(:, :, 2).*Osim(:, :, 2)).*Hsim(:,:,2)); % liquid assets to wealth +logy = log(Ysim(:, :, 2)); % log income +pti = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + + +ltv = ltv(ind); +lasst = lasst(ind); +logy = logy(ind); +pti = pti(ind); + +prefi = squeeze(Pallsim(:, 4, :, time)); +prefi = prefi(ind); + +xx = [ltv, pti, lasst, logy]; +yy = gains; + +figure(5) +subplot(2, 2, 1) + +[xxmed, yymed] = binned_plot(xx(:,1), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, 0, 0.9); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); + +hold on; + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('loan-to-value ratio','Interpreter','latex'); +ylabel('value of liquidity','Interpreter','latex'); +title('A. LTV','Interpreter','latex'); +box on + + +subplot(2, 2, 2) + +[xxmed, yymed] = binned_plot(xx(:,2), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, 0, 0.3); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('payment to income ratio','Interpreter','latex'); +title('B. PTI','Interpreter','latex'); +box on + + + +subplot(2, 2, 3) + +[xxmed, yymed] = binned_plot(xx(:,3), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, xxmed(1), xxmed(end)); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('liquid assets to wealth','Interpreter','latex'); +ylabel('value of liquidity','Interpreter','latex'); +title('C. Liquid Assets to Wealth','Interpreter','latex'); +box on + + +subplot(2, 2, 4) + +[xxmed, yymed] = binned_plot(xx(:,4), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, xxmed(1), xxmed(end)); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('log income','Interpreter','latex'); +title('D. Income','Interpreter','latex'); +box on diff --git a/42/replication_package/model_replication/Main nu 3 Forbearance/simulate_new.m b/42/replication_package/model_replication/Main nu 3 Forbearance/simulate_new.m new file mode 100644 index 0000000000000000000000000000000000000000..4dec523d60e1e2f6a45e10db2a154999d2a1e54a --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Forbearance/simulate_new.m @@ -0,0 +1,422 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 5; + +% Without intervention + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:, 1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:, 1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); +Rt = zeros(S, 1); + + +for time = 1 : S + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + Rt(time) = mean(vec(Dsim(:, :, time) == 4 & Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0))/mean(vec(Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0)); + +end + + +% With intervention: use solveh which introduces a mortgage forbearance + +p.forb = 0.15; % don't have to repay more than this fraction of income + +start_new; + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = zeros(2*N, T, S); + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + % Renters + + rent = Hcsim(:, initage, time) == 0; + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); +Rct = zeros(S, 1); +Chct = zeros(S, 1); + +for time = 1 : S + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*Hcsim(:, :, time))); + Rct(time) = mean(vec(Dcsim(:, :, time) == 4 & Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0))/mean(vec(Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0)); + Chct(time) = sum(vec(Ccsim(:, :, time).*(Hcsim(:, :, time) > 0)))/ sum(vec((Hcsim(:, :, time) > 0))); + +end + + +Vnew = reshape(Vcsim(:, :, 2), 2*N*T, 1); +Vold = reshape(Vsim(:, :, 2), 2*N*T, 1); +UCold = reshape(Csim(:, :, 2).^(- p.sigma), 2*N*T, 1); + +gains = max(min((Vnew - Vold)./UCold, 1), 0); % small fraction due to interpolation error + +owner = reshape(Hsim(:, :, 2) > 0, 2*N*T, 1); +borr = reshape(Osim(:, :, 2) > 0, 2*N*T, 1); + +poor = reshape(Ysim(:, :, 2) <= prctile(vec(Ysim(:, :, 2)), 25), 2*N*T, 1); + +% Gains from introducing mortgage forbearance policy + +clc + +fprintf('\n') +fprintf('Table 9\n') +fprintf('\n') +fprintf('B. Average Welfare Gains, 2016 USD\n') +fprintf('\n') + +fprintf('all households = %9.0f \n', round(mean(gains)*12896/10)*10); +fprintf('homeowners = %9.0f \n', round(mean(gains(owner))*12896/10)*10); +fprintf('renters = %9.0f \n', round(mean(gains(~owner))*12896/10)*10); +fprintf('poorest 25 percent = %9.0f \n', round(mean(gains(poor & owner(:)))*12896/10)*10); + + +fprintf('welfare gains, mean = %9.0f %9.0f %9.0f\n', round([mean(gains), mean(gains(owner)), mean(gains(~owner)) ]*12896/10)*10); +fprintf('welfare gains, 10th pctile = %9.0f %9.0f %9.0f\n', round([prctile(gains, 10), prctile(gains(owner), 10), prctile(gains(~owner), 10)]*12896/10)*10); +fprintf('welfare gains, 25th pctile = %9.0f %9.0f %9.0f\n', round([prctile(gains, 25), prctile(gains(owner), 25), prctile(gains(~owner), 25)]*12896/10)*10); +fprintf('welfare gains, 50th pctile = %9.0f %9.0f %9.0f\n', round([prctile(gains, 50), prctile(gains(owner), 50), prctile(gains(~owner), 50)]*12896/10)*10); +fprintf('welfare gains, 75th pctile = %9.0f %9.0f %9.0f\n', round([prctile(gains, 75), prctile(gains(owner), 75), prctile(gains(~owner), 75)]*12896/10)*10); +fprintf('welfare gains, 90th pctile = %9.0f %9.0f %9.0f\n', round([prctile(gains, 90), prctile(gains(owner), 90), prctile(gains(~owner), 90)]*12896/10)*10); +fprintf('welfare gains, mean, poor owners = %9.0f \n', round(mean(gains(poor & owner(:)))*12896/10)*10); + + +%[Rt, Rct] + +%{ +% Insurance Coefficient: + +Cons = Csim; % - p.phi^(1 + 1/p.gamma)*Csim.^(-p.sigma/p.gamma); +Consc = Ccsim; % - p.phi^(1 + 1/p.gamma)*Csim.^(-p.sigma/p.gamma); + +dC = log(Cons(:, 1 : T - 1, 2)./Cons(:, 1 : T - 1, 1)); % eliminate those in last period of life since they die in second period +dCc = log(Consc(:, 1 : T - 1, 2)./Consc(:, 1 : T - 1, 1)); + +shck = log(p.egrid(Esim(:, 1 : T-1, 2))); + +sel = Hsim(:, 1 : T - 1, 2).*Thsim(:, 1 : T-1).*Osim(:, 1: T - 1, 2) > 0; + +cov(dC(sel), shck(sel)) +cov(dCc(sel), shck(sel)) +%} + + + +% % How many people are affected by this policy +% +% time = 2; +% happy = Thcsim(:, :, time) > 0 & Ocsim(:, :, time) > 0 & Dcsim(:, :, time) == 5 & Ocsim(:, :, time + 1) > (1 + p.rm)*Ocsim(:, :, time) - p.mbar; +% owner = Hcsim(:, :, time) > 0; +% inject = ((Ocsim(:, :, time + 1) - ((1 + p.rm)*Ocsim(:, :, time) - p.mbar)).*Hcsim(:, :, time).*Thcsim(:, :, time)).*happy; +% +% fprintf('fraction of homeowners who are affected = %9.3f\n', sum(happy(:))/sum(owner(:))); +% fprintf('welfare gains for those affected by policy at t = %9.0f\n', round(mean(gains(happy))*12896/10)*10); +% fprintf('average amount received under policy = %9.0f\n', round(mean(inject(happy))*12896/10)*10); + diff --git a/42/replication_package/model_replication/Main nu 3 Forbearance/solve_golden.m b/42/replication_package/model_replication/Main nu 3 Forbearance/solve_golden.m new file mode 100644 index 0000000000000000000000000000000000000000..0fa9a2fd6a76c39a4f9386c0f37fbb122bc9b5a0 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Forbearance/solve_golden.m @@ -0,0 +1,41 @@ +function [x, v] = solve_golden(f, a, b, varargin) + +tol = 1e-6; + +alpha1 = (3-sqrt(5))/2; +alpha2 = (sqrt(5)-1)/2; + +d = b - a; + +x1 = a + alpha1*d; +x2 = a + alpha2*d; + +f1 = feval(f, x1, varargin{:}); +f2 = feval(f, x2, varargin{:}); + +d = alpha1*alpha2*d; + +x1new = x1; +x2new = x2; +f1new = f1; +f2new = f2; + +while any((d)>tol) + + f1 = f1new; + f2 = f2new; + x1 = x1new; + x2 = x2new; + + d = d*alpha2; + x2new = x1.*(f2=f1); + f2new = f1.*(f2=f1); + + x1new = (x1-d).*(f2=f1); + f1new = feval(f, x1 - d, varargin{:}).*(f2=f1); + +end + +x = x2new.*(f2new>=f1new) + x1new.*(f2new= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase New Home with Mortgage + + + % create a grid of possible houses and initial LTVs + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y; + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/p.hgrid(ht(i, 1)))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.hgrid(ht(i, 1)); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + good = (ttilde <= min(p.thetam, pti*Y/p.mbar/p.hgrid(ht(i, 1)))) & (Ltemp(:,i) > p.lgrid(1)); + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + + end + end + + % Compute pall and v + + [vn, in] = max(vall(:, 1 : 2), [], 2); + vb = vall(:,3); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); % avoid NaN + + pall = zeros(ns, 3); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 3) = pb; + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + + +else + + Lall = zeros(ns, 5); + omegaall = zeros(ns, 5); + thetaall = zeros(ns, 5); + hall = zeros(ns, 5); + vall = zeros(ns, 5); + + for branch = 1 : 1 : 5 + + if branch == 1 % Switch to Renting + + Lall(:, branch) = At + Y + (1 - p.Fs)*s(:,4) - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4); % liquidity after housing choice + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = 0; + + vall(:, branch) = Wrinterp(Lall(:, branch), znow); + + + elseif branch == 2 % Purchase home without mortgage + + vtemp = zeros(ns, p.nh) - 1e12; + + Ltemp = zeros(ns, p.nh); + + Cash = At + Y + (1 - p.Fs)*s(:,4) - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nh + + Ltemp(:,i) = Cash - p.hgrid(i); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (i - 1)*p.no*p.nt + (1 - 1) *p.no + 1; + + good = Ltemp(:, i) >= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase home with mortgage + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y + (1 - p.Fs)*s(:, 4) - (1 + p.rm)*s(:, 2).*s(:, 3).*s(:, 4); + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/p.hgrid(ht(i, 1)))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.hgrid(ht(i, 1)); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbar/p.hgrid(ht(i, 1)))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + elseif branch == 4 % Refinance mortgage + + + vtemp = zeros(ns, p.nt) - 1e12; + Ltemp = zeros(ns, p.nt); + + Cash = At + Y - (1 + p.rm)*s(:, 2).*s(:, 3).*s(:, 4); + + for i = 1 : p.nt + + ttilde = (p.tgrid(i) - p.F0m./s(:,4))/(1 + p.F1m); + + Ltemp(:, i) = Cash + ttilde.*s(:, 4); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbar./s(:,4))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (i - 1)*p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(htemp); + hall(:, branch) = s(:, 4); + + elseif branch == 5 % Stay inactive + + vtemp = zeros(ns, p.no + 1) - 1e12; + Ltemp = zeros(ns, p.no + 1); + + % Pay more than required + + Cash = At + Y - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4); + + minpay = zeros(size(Y)); + borr = s(:,3).*s(:, 4) > 0; + + minpay(borr) = min(p.forb*Y(borr)./(s(borr, 3).*s(borr, 4)), p.mbar); + + + for i = 1 : p.no + + Ltemp(:, i) = Cash + p.ogrid(i).*s(:,3).*s(:,4); + + good = (p.ogrid(i) < max((1 + p.rm)*s(:,2) - minpay, 0)) & (Ltemp(:, i) >= p.lgrid(1)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + i; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + % Pay minimum required + + otemp = max((1 + p.rm)*s(:,2) - minpay, 0); + + Ltemp(:, p.no + 1) = At + Y - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4) + otemp.*s(:,3).*s(:,4); + + good = (Ltemp(:, p.no + 1) >= p.lgrid(1)); + + + if any(good) + + % Interpolate + + otempind = lookup1(p.ogrid, otemp, 3); + + w = (p.ogrid(otempind + 1) - otemp)./(p.ogrid(otempind + 1) - p.ogrid(otempind)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind; + + + vtemp(good, p.no + 1) = w(good).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind + 1; + + vtemp(good, p.no + 1) = vtemp(good, p.no + 1) + (1 - w(good)).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + + end + + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.no + 1], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(htemp <= p.no, branch) = p.ogrid(htemp(htemp <= p.no)); + omegaall(htemp > p.no, branch) = otemp(htemp > p.no); + + thetaall(:, branch) = p.tgrid(tnow); + hall(:, branch) = s(:,4); + + + end + end + + + % Compute pall and v + + [vn, in] = max(vall(:, [1, 2, 5]), [], 2); + [vb, ib] = max(vall(:, [3, 4]), [], 2); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); + + pall = zeros(ns, 5); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 5) = (1 - pb).*(in == 3); + pall(:, 3) = pb.*(ib == 1); + pall(:, 4) = pb.*(ib == 2); + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + +end + + + + + \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 Forbearance/solveh_new.m b/42/replication_package/model_replication/Main nu 3 Forbearance/solveh_new.m new file mode 100644 index 0000000000000000000000000000000000000000..82ca4c705adda3390e34206e13ce49a9b9871352 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Forbearance/solveh_new.m @@ -0,0 +1,361 @@ +function [Lall, omegaall, thetaall, hall, v, pall, vall] = solveh(s, Whinterp, Wrinterp, p, pti, type, At, Y, znow, hnow, tnow) + + ns = size(s, 1); + +if strcmp(type, 'r') + + Lall = zeros(ns, 3); + omegaall = zeros(ns, 3); + thetaall = zeros(ns, 3); + hall = zeros(ns, 3); + + vall = zeros(ns, 3); + + + for branch = 1 : 1 : 3 + + if branch == 1 % Remain Renter + + + Lall(:, branch) = At + Y; + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = 0; + + vall(:, branch) = Wrinterp(Lall(:, branch), znow); + + + elseif branch == 2 % Purchase New Home Without Mortgage + + + vtemp = zeros(ns, p.nh) - 1e12; + + Ltemp = zeros(ns, p.nh); + + Cash = At + Y; + + for i = 1 : p.nh + + Ltemp(:,i) = Cash - p.hgrid(i); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (i - 1)*p.no*p.nt + (1 - 1) *p.no + 1; + + good = Ltemp(:, i) >= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase New Home with Mortgage + + + % create a grid of possible houses and initial LTVs + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y; + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/p.hgrid(ht(i, 1)))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.hgrid(ht(i, 1)); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + good = (ttilde <= min(p.thetam, pti*Y/p.mbar/p.hgrid(ht(i, 1)))) & (Ltemp(:,i) > p.lgrid(1)); + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + + end + end + + % Compute pall and v + + [vn, in] = max(vall(:, 1 : 2), [], 2); + vb = vall(:,3); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); % avoid NaN + + pall = zeros(ns, 3); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 3) = pb; + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + + +else + + Lall = zeros(ns, 5); + omegaall = zeros(ns, 5); + thetaall = zeros(ns, 5); + hall = zeros(ns, 5); + vall = zeros(ns, 5); + + for branch = 1 : 1 : 5 + + if branch == 1 % Switch to Renting + + Lall(:, branch) = At + Y + (1 - p.Fs)*s(:,4) - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4); % liquidity after housing choice + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = 0; + + vall(:, branch) = Wrinterp(Lall(:, branch), znow); + + + elseif branch == 2 % Purchase home without mortgage + + vtemp = zeros(ns, p.nh) - 1e12; + + Ltemp = zeros(ns, p.nh); + + Cash = At + Y + (1 - p.Fs)*s(:,4) - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nh + + Ltemp(:,i) = Cash - p.hgrid(i); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (i - 1)*p.no*p.nt + (1 - 1) *p.no + 1; + + good = Ltemp(:, i) >= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase home with mortgage + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y + (1 - p.Fs)*s(:, 4) - (1 + p.rm)*s(:, 2).*s(:, 3).*s(:, 4); + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/p.hgrid(ht(i, 1)))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.hgrid(ht(i, 1)); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbar/p.hgrid(ht(i, 1)))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + elseif branch == 4 % Refinance mortgage + + + vtemp = zeros(ns, p.nt) - 1e12; + Ltemp = zeros(ns, p.nt); + + Cash = At + Y - (1 + p.rm)*s(:, 2).*s(:, 3).*s(:, 4); + + for i = 1 : p.nt + + ttilde = (p.tgrid(i) - p.F0m./s(:,4))/(1 + p.F1m); + + Ltemp(:, i) = Cash + ttilde.*s(:, 4); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbar./s(:,4))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (i - 1)*p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(htemp); + hall(:, branch) = s(:, 4); + + elseif branch == 5 % Stay inactive + + vtemp = zeros(ns, p.no + 1) - 1e12; + Ltemp = zeros(ns, p.no + 1); + + % Pay more than required + + Cash = At + Y - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4); + + minpay = zeros(size(Y)); + borr = s(:,3).*s(:, 4) > 0; + + minpay(borr) = min(p.forb*Y(borr)./(s(borr, 3).*s(borr, 4)), p.mbar); + + + for i = 1 : p.no + + Ltemp(:, i) = Cash + p.ogrid(i).*s(:,3).*s(:,4); + + good = (p.ogrid(i) < max((1 + p.rm)*s(:,2) - minpay, 0)) & (Ltemp(:, i) >= p.lgrid(1)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + i; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + % Pay minimum required + + otemp = max((1 + p.rm)*s(:,2) - minpay, 0); + + Ltemp(:, p.no + 1) = At + Y - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4) + otemp.*s(:,3).*s(:,4); + + good = (Ltemp(:, p.no + 1) >= p.lgrid(1)); + + + if any(good) + + % Interpolate + + otempind = lookup1(p.ogrid, otemp, 3); + + w = (p.ogrid(otempind + 1) - otemp)./(p.ogrid(otempind + 1) - p.ogrid(otempind)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind; + + + vtemp(good, p.no + 1) = w(good).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind + 1; + + vtemp(good, p.no + 1) = vtemp(good, p.no + 1) + (1 - w(good)).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + + end + + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.no + 1], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(htemp <= p.no, branch) = p.ogrid(htemp(htemp <= p.no)); + omegaall(htemp > p.no, branch) = otemp(htemp > p.no); + + thetaall(:, branch) = p.tgrid(tnow); + hall(:, branch) = s(:,4); + + + end + end + + + % Compute pall and v + + [vn, in] = max(vall(:, [1, 2, 5]), [], 2); + [vb, ib] = max(vall(:, [3, 4]), [], 2); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); + + pall = zeros(ns, 5); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 5) = (1 - pb).*(in == 3); + pall(:, 3) = pb.*(ib == 1); + pall(:, 4) = pb.*(ib == 2); + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + +end + + + + + \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 Forbearance/start.m b/42/replication_package/model_replication/Main nu 3 Forbearance/start.m new file mode 100644 index 0000000000000000000000000000000000000000..02aa4cc51688a31c51c1d1bc1b8260fa57d8b835 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Forbearance/start.m @@ -0,0 +1,251 @@ +clear; +clc; + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',22); + +intmeth = 'linear'; +printr = 1; + +optset('bisect', 'tol', 1e-32); + +% Calibrated Parameters + +p.beta = 0.985605; +p.alpha = 0.686624; +p.R = 0.011292; +p.phi = 0.938686; % productivity non-market +p.F0m = 0.102974; % fixed cost of refinancing +p.B = 10.265214; % bequest motive +p.r1 = 0.358448; +p.r2 = 10.327567; +p.rh = (1 + 0.015765)^(1/4) - 1; % upper bound on liquid rate + + +% Assigned Parameters + +p.forb = 0.15; +%p.forb = 1000; % don't have to repay more than this fraction of income + +p.nu = 3; % parameter in exponential distribution + +p.pidelta = [0.975; 0.025]; % probability of expenditure shocks +p.delta = [0; 0.0625]; % expenditure shock, fraction of home (quarterly so divide by 4) + +p.rl = (1 - 0.028)^(1/4) - 1; % lower bound on liquid rate + +p.T = 61*4; % last period of life +p.D = 30*4; % maturity of mortgages + +p.sigma = 2; % CRRA +p.gamma = 1; % Frisch elasticity of non-market production + +p.rm = (1 + 0.025)^(1/4) - 1; % mortgage interest rate + +p.Fs = 0.06; % fixed cost of selling home +p.F1m = 0.005; % proportional cost of refinancing + +p.wbar = 1; % parameter governing luxuriousness of bequests + +p.thetam = 0.85; % maximum LTV +p.thetay = 0.214; % maximum PTI + +rhoz = 0.9908; +sz = 0.0761; +se = (1 - 0.55)^(1/2)*0.4869; % Krueger Perri (2011) show 55% of the variance of trans compon is measurement error so subtract + +time = (1 : 1 : p.T)'; +p.lambdat = exp(0.07982636 - 0.02322307 * (time/4 + 25) + 0.00105409 * (time/4 + 25).^2 - 0.00001028 * (time/4 + 25).^3); + +p.thetay = p.thetay*(1 - 0.3126./(1 + exp(18.629 - 0.3049*(time/4 + 25)))); + +p.mbar = p.rm/(1 - (1 + p.rm)^(-p.D)); % minimum payment required per 1 of initial debt + + +% Quality of Approximation + +p.na = 75; % number of nodes for liquid assets +p.nat = 75; % number of nodes for atilde = (1 + rl)*a - delta*h +p.nl = 75; % number of nodes for liquidity +p.no = 11; % number of nodes for omega (fraction of loan outstanding) +p.nt = 5; % number of possible initial LTV +p.nh = 7; % number of nodes for housing +p.nz = 9; % points for exogenous income z +p.ne = 3; + + +% Discretize Income Process + +[zgrid, Fzz] = rouwenhorst(rhoz, sz, p.nz); +zgrid = exp(zgrid'); +p.zgrid = zgrid; + +[Fz, d] = eigs(Fzz', 1, 'largestabs'); +Fz = Fz/sum(Fz); +Fz = full(Fz); % ergodic distribution of z + +[egrid, we] = qnwnorm(p.ne, 0, se^2); +egrid = exp(egrid); +p.egrid = egrid; + + +% Discretize other state variables + +amin = -0.4; +amax = 100; +p.agrid = amin + (amax - amin)*nodeunif(p.na, 0, 1).^2; + +omin = 0; +omax = 1; +p.ogrid = omin + (omax - omin)*nodeunif(p.no, 0, 1); + +tmin = 0.25; +tmax = p.thetam; % allow to cover fixed cost +p.tgrid = tmin + (tmax - tmin)*nodeunif(p.nt, 0, 1); + +hmin = 5; % minimum house size +hmax = 40; % maximum house size +p.hgrid = hmin + (hmax - hmin)*nodeunif(p.nh, 0, 1).^1.5; + +ymin = min(p.lambdat)*zgrid(1)*egrid(1); +ymax = max(p.lambdat)*zgrid(end)*egrid(end); + +lmin = -1; % keep it reasonably negative so they know that's a bad state to find yourself in +lmax = 125; +p.lgrid = lmin + (lmax - lmin)*nodeunif(p.nl, 0, 1).^1.5; + +atmin = -p.delta(2)*hmax + (1 + p.rl)*amin; +atmax = (1 + p.rh)*amax; +p.atgrid = atmin + (atmax - atmin)*nodeunif(p.nat, 0, 1).^1.5; + + + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.atgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.atgrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for W functions +swr = gridmake(p.lgrid, p.zgrid); + +svht = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for computing intermediate value function (creier prajit) +svrt = gridmake(p.agrid, p.zgrid, p.egrid); + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + +ind3h = kron((1:1:p.no*p.nt*p.nh*p.nz*p.ne)', ones(p.na, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind3r = kron((1:1: p.nz*p.ne)', ones(p.na, 1)); + + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.nat*p.no*p.nt*p.nh*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.nat*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + +cmaxh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amin); % c that implies a' = amin +cmaxr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amin); + +cminh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amax); % c that implies a' = amax +cminr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amax); + +cmaxh = repmat(cmaxh, p.no*p.nt*p.nh*p.nz, 1); +cmaxr = repmat(cmaxr, p.nz, 1); + +cminh = repmat(cminh, p.no*p.nt*p.nh*p.nz, 1); +cminr = repmat(cminr, p.nz, 1); + + +% Terminal value of bequests + +rlh = interest(svbarh(:,1), p); +rlr = interest(svbarr(:,1), p); + +vbarh(:, p.T + 1) = p.pidelta(1)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(1)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma) + ... + p.pidelta(2)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(2)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); + +vbarr(:, p.T + 1) = p.B*(p.wbar + (1 + rlr).*svbarr(:,1)).^(1 - p.sigma)/(1 - p.sigma); + + +for t = p.T : -1 : 1 + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + At = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + [~, ~, ~, ~, vr(:,t)] = solveh(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', At, Y, znow); + + + % Solve discrete choice problem of housing + + At = svh(:,1); + Y = p.lambdat(t)*svh(:,5).*svh(:,6); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat*p.no*p.nt*p.nh, 1)), p.ne, 1); % index of z in (a, omega, theta, h, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.nat*p.no*p.nt, 1)), p.nz*p.ne, 1); % index of h in (a, omega, theta, h, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.nat*p.no, 1)), p.nh*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, z, e) space for owners + + + [~, ~, ~, ~, vh(:,t)] = solveh(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', At, Y, znow, hnow, tnow); + + % We need to interpolate to calculate the expected value before the delta shocks are realized, but after the z,e shocks are realized + + Vhinterp = griddedInterpolant({p.atgrid, (1: 1:p.no*p.nt*p.nh*p.nz*p.ne)'}, reshape(vh(:, t), p.nat, p.no*p.nt*p.nh*p.nz*p.ne), intmeth, 'linear'); + Vrinterp = griddedInterpolant({p.atgrid, (1: 1: p.nz*p.ne)'}, reshape(vr(:, t), p.nat, p.nz*p.ne), intmeth, 'linear'); + + + % Compute expected value and update vbar + + % 1. Step 1: integrate delta shocks by interpolate value of home and rent (which are functions of atilde) + + vhtemp = p.pidelta(1)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(1)*svht(:, 4), ind3h) + p.pidelta(2)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(2)*svht(:, 4), ind3h); + + vrtemp = Vrinterp((1 + interest(svrt(:,1), p)).*svrt(:,1), ind3r); + + % 2. Step 2: integrate income shocks + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh, Fzz}, vhtemp((i - 1)*p.na*p.no*p.nt*p.nh*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nz)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vrtemp((i - 1)*p.na*p.nz + 1 : i*p.na*p.nz)); + + end + + +end + + +simulate + +%simulate_new + diff --git a/42/replication_package/model_replication/Main nu 3 Forbearance/start_calibration.m b/42/replication_package/model_replication/Main nu 3 Forbearance/start_calibration.m new file mode 100644 index 0000000000000000000000000000000000000000..a590f1c1cb9ed2ef8d252d60fdf2a32fc57fd995 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Forbearance/start_calibration.m @@ -0,0 +1,70 @@ +clear; +clc; + +format short g + +p.beta = 0.985570; +p.alpha = 0.689383; +p.R = 0.011302; +p.phi = 0.928049; % productivity non-market +p.F0m = 0.090571; % fixed cost of refinancing +p.B = 10.106351; % bequest motive +p.r1 = 0.349740; +p.r2 = 9.488797; +p.rh = (1 + 0.015893)^(1/4) - 1; % upper bound on liquid rate + +x = [p.beta; p.alpha; p.R; p.phi; p.F0m; p.B; p.r1; p.r2; (1 + p.rh)^4 - 1]; + +lb = [0.985; 0.67; 0.0111; 0.88; 0.07; 9.7; 0.30; 8; 0.013 ]; +ub = [0.986; 0.71; 0.0115; 0.96; 0.11; 10.6; 0.40; 11; 0.019 ]; + +ftarget = @(x) objective(x); + +% ftarget(x) +% return + +switch 'patternsearch' + + case 'fminsearch' + + disp('fminsearch') + + options = optimset('fminsearch'); + options.Display = 'iter'; + options.TolX = 1e-4; + options.MaxFunEvals = 250; + + x = fminsearchbnd(ftarget, x, lb, ub, options); + + + case 'ga' + + parpool + + disp('ga') + gaoptions = gaoptimset('Display', 'off','UseParallel', 'always', 'InitialPopulation', x'); + x = ga(@(x)ftarget(x), size(x, 1), [], [], [], [], lb, ub, [], gaoptions); + + + case 'particleswarm' + + disp('particleswarm') + + options = optimoptions('particleswarm', 'Display', 'off', 'MaxTime', 10000, 'UseParallel', true, 'InitialSwarm', x', 'SwarmSize', 200); + + x = particleswarm(ftarget, numel(x), lb', ub', options); %this function complains if I give it a structure as input + + + case 'patternsearch' + disp('patternsearch') + + options = optimoptions('patternsearch','Display','off', 'UseParallel', true); + + parpool + + x = patternsearch(ftarget, x, [], [], [], [], lb, ub, [], options); + +end + +x = x(:); + diff --git a/42/replication_package/model_replication/Main nu 3 Forbearance/start_new.m b/42/replication_package/model_replication/Main nu 3 Forbearance/start_new.m new file mode 100644 index 0000000000000000000000000000000000000000..0eff325a212e0f067c9ddaeb1ba9fbd275e86a46 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Forbearance/start_new.m @@ -0,0 +1,122 @@ + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.atgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.atgrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for W functions +swr = gridmake(p.lgrid, p.zgrid); + +svht = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for computing intermediate value function (creier prajit) +svrt = gridmake(p.agrid, p.zgrid, p.egrid); + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + +ind3h = kron((1:1:p.no*p.nt*p.nh*p.nz*p.ne)', ones(p.na, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind3r = kron((1:1: p.nz*p.ne)', ones(p.na, 1)); + + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.nat*p.no*p.nt*p.nh*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.nat*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + +cmaxh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amin); % c that implies a' = amin +cmaxr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amin); + +cminh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amax); % c that implies a' = amax +cminr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amax); + +cmaxh = repmat(cmaxh, p.no*p.nt*p.nh*p.nz, 1); +cmaxr = repmat(cmaxr, p.nz, 1); + +cminh = repmat(cminh, p.no*p.nt*p.nh*p.nz, 1); +cminr = repmat(cminr, p.nz, 1); + + +% Terminal value of bequests + +rlh = interest(svbarh(:,1), p); +rlr = interest(svbarr(:,1), p); + +vbarh(:, p.T + 1) = p.pidelta(1)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(1)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma) + ... + p.pidelta(2)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(2)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); + +vbarr(:, p.T + 1) = p.B*(p.wbar + (1 + rlr).*svbarr(:,1)).^(1 - p.sigma)/(1 - p.sigma); + + +for t = p.T : -1 : 1 + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + At = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + [~, ~, ~, ~, vr(:,t)] = solveh_new(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', At, Y, znow); + + + % Solve discrete choice problem of housing + + At = svh(:,1); + Y = p.lambdat(t)*svh(:,5).*svh(:,6); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat*p.no*p.nt*p.nh, 1)), p.ne, 1); % index of z in (a, omega, theta, h, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.nat*p.no*p.nt, 1)), p.nz*p.ne, 1); % index of h in (a, omega, theta, h, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.nat*p.no, 1)), p.nh*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, z, e) space for owners + + + [~, ~, ~, ~, vh(:,t)] = solveh_new(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', At, Y, znow, hnow, tnow); + + % We need to interpolate to calculate the expected value before the delta shocks are realized, but after the z,e shocks are realized + + Vhinterp = griddedInterpolant({p.atgrid, (1: 1:p.no*p.nt*p.nh*p.nz*p.ne)'}, reshape(vh(:, t), p.nat, p.no*p.nt*p.nh*p.nz*p.ne), intmeth, 'linear'); + Vrinterp = griddedInterpolant({p.atgrid, (1: 1: p.nz*p.ne)'}, reshape(vr(:, t), p.nat, p.nz*p.ne), intmeth, 'linear'); + + + % Compute expected value and update vbar + + % 1. Step 1: integrate delta shocks by interpolate value of home and rent (which are functions of atilde) + + vhtemp = p.pidelta(1)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(1)*svht(:, 4), ind3h) + p.pidelta(2)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(2)*svht(:, 4), ind3h); + + vrtemp = Vrinterp((1 + interest(svrt(:,1), p)).*svrt(:,1), ind3r); + + % 2. Step 2: integrate income shocks + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh, Fzz}, vhtemp((i - 1)*p.na*p.no*p.nt*p.nh*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nz)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vrtemp((i - 1)*p.na*p.nz + 1 : i*p.na*p.nz)); + + end + +end + + diff --git a/42/replication_package/model_replication/Main nu 3 Forbearance/temp.m b/42/replication_package/model_replication/Main nu 3 Forbearance/temp.m new file mode 100644 index 0000000000000000000000000000000000000000..564683f548f6a23ab30b3e99e4827274b53b1627 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Forbearance/temp.m @@ -0,0 +1,136 @@ + +% plot value of liquidity as a function of various characteristics + +% 1. Loan to Value + +LTV = Thsim(:, :, 2).*Osim(:,:,2); + +ltv = LTV(ind); + +good = ltv == 0; + +bins = [0; prctile(ltv(ltv > 0), (20:20:100)')]; + +xx = zeros(numel(bins), 1); +yy = xx; + +xx(1) = median(ltv(good)); +yy(1) = mean(max(0, gains(good))); + + +for i = 1 : numel(bins) - 1 + + good = ltv > bins(i) & ltv <= bins(i + 1); + + xx(i+1) = median(ltv(good)); + yy(i+1) = mean(max(0, gains(good))); + +end + +lasst = Asim(:, :, 2)./(Asim(:,:,2) + (1 - Thsim(:, :, 2).*Osim(:, :, 2)).*Hsim(:,:,2)); % liquid assets to wealth +logy = log(Ysim(:, :, 2)); % log income + +pti = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2); +lasst = lasst(ind); +logy = logy(ind); + +% Can we run some regressions? + +yy = min(1, max(0, gains)); +xx = [ltv, lasst, logy]; + +% randomly permute + +shuff = randperm(numel(yy)); + +yy = yy(shuff); +xx = xx(shuff, :); + +yy = yy(1 : 250000); +xx = xx(1 : 250000, :); + +nnet.type = 0; % output layer: 0 if f(x) in -inf, +inf, 1 if f(x) in 0, 1 +nnet.lambda = 0.1; % regularization parameter +nnet.lsize = [size(xx, 2), 25, 1]; % inner matrix: number of neurons in each hidden layer +nnet.afunc = {'tanhh'}; % activation functions in each inner layer + +tic +theta = fitreg([], xx, yy, nnet, 'knitro'); +toc +yyhat = predict(theta, xx, nnet); + +Rsq = 1 - mean((yy - yyhat).^2)/mean((yy - mean(yy)).^2); + + +% Compare to Matlab + +net = fitnet([25], 'trainlm'); + +net.trainParam.epochs = 200; + +net.layers{1}.transferFcn = 'tansig'; % for alternative functions + +net.divideParam.trainRatio = 0.70; +net.divideParam.valRatio = 0.15; +net.divideParam.testRatio = 0.15; + +net.inputs{1}.processFcns = {}; % don't normalize +net.outputs{2}.processFcns = {}; % don't normalize + +%net = configure(net, xx', yy'); +%net = setwb(net, theta); + +tic +net = train(net, xx', yy', 'useParallel','yes','showResources','yes'); +toc + +yyhat2 = net(xx')'; + +theta2 = getwb(net); + +Rsq2 = 1 - mean((yy - yyhat2).^2)/mean((yy - mean(yy)).^2); + +fprintf('\n %6.4f %6.4f \n', [Rsq Rsq2]); + +% plot + +xnode = gridmake(nodeunif(100, 0, p.thetam), median(xx(:,2)), median(xx(:,3))); +ynode = predict(theta, xnode, nnet); +ynode2 = net(xnode')'; + +figure(5) +subplot(2,2,1) + +plot(xnode(:,1), [ynode, ynode2]); + +[xxmed, yymed] = binned_plot(xx(:,1), yy, 10); + +hold on +scatter(xxmed, yymed, 150, 'filled') + +subplot(2,2,2) + +xnode = gridmake(median(xx(:,1)), nodeunif(100, prctile(xx(:,2), 1), prctile(xx(:,2), 99)), median(xx(:,3))); +ynode = predict(theta, xnode, nnet); +ynode2 = net(xnode')'; + +plot(xnode(:,2), [ynode, ynode2]); + +[xxmed, yymed] = binned_plot(xx(:,2), yy, 10); + +hold on +scatter(xxmed, yymed, 150, 'filled') + + +subplot(2,2,3) + +xnode = gridmake(median(xx(:,1)), median(xx(:,2)), nodeunif(100, prctile(xx(:,3), 1), prctile(xx(:,3), 99))); +ynode = predict(theta, xnode, nnet); +ynode2 = net(xnode')'; + +plot(xnode(:,3), [ynode, ynode2]); + +[xxmed, yymed] = binned_plot(xx(:,3), yy, 10); + +hold on +scatter(xxmed, yymed, 150, 'filled') \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 Forbearance/understand.m b/42/replication_package/model_replication/Main nu 3 Forbearance/understand.m new file mode 100644 index 0000000000000000000000000000000000000000..6210450db250369e1f83a319566d740045c5c0c4 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Forbearance/understand.m @@ -0,0 +1,91 @@ +clc +%{ +ind = 558; +initage = 150; + +dVc = (squeeze(Vallcsim(ind, 4, initage, 1 : S) - Vallcsim(ind, 5, initage, 1 : S)))./squeeze(Ccsim(ind, initage, 1 : S).^(-p.sigma)); +dV = squeeze( Vallsim(ind, 4, initage, 1 : S) - Vallsim(ind, 5, initage, 1 : S))./squeeze(Csim(ind, initage, 1 : S).^(-p.sigma)); + +Pc = squeeze(Pallcsim(ind, 4, initage, 1 : S)); +P = squeeze( Pallsim(ind, 4, initage, 1 : S)); + +Ac = squeeze(Acsim(ind, initage, 1 : S)); +A = squeeze( Asim(ind, initage, 1 : S)); + +LTVc = squeeze(Thcsim(ind, initage, 1 : S).*Ocsim(ind, initage, 1 : S)); +LTV = squeeze( Thsim(ind, initage, 1 : S).* Osim(ind, initage, 1 : S)); + +Y = squeeze( Ysim(ind, initage, 1 : S)); + +Hc = squeeze( Hcsim(ind, initage, 1 : S)); +H = squeeze( Hsim(ind, initage, 1 : S)); + +Cc = squeeze( Ccsim(ind, initage, 1 : S)); +C = squeeze( Csim(ind, initage, 1 : S)); + + + +Sav = p.thetam.*H(2).*(p.mbar0 - p.mbar1); + +fprintf('\n') +fprintf('\n') +fprintf('Savings if refinance in period 2: quarterly, PV at old rm = %9.3f %9.3f \n', [Sav, Sav*(1 - (1 + p.rm0)^(-p.D))/p.rm0]); + +fprintf('\n') +fprintf('\n') +fprintf('%s %s \n', [' Date', ' Gains from Refi', ' Prob Refi', ' Liq Asst', ' LTV', ' House Size', ' Income', ' Consumption']) +fprintf('\n') +fprintf('\n') +fprintf('\t%d %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f \n', [(1 : 1 : S)', dVc, dV, Pc, P, Ac, A, LTVc, LTV, Hc, H, Y, Cc, C, ]') +fprintf('\n') +fprintf('\n') + +%} + +% People who absent utility cost would benefit from refinance + +time = 2; + +% Absent Rate Drop + +borr = Hsim(:, :, time) > 0 & Osim(:, :, time) > 0; + +good = Hsim(:, :, time) > 0 & Osim(:, :, time) > 0 & squeeze((Vallsim(:, 4, :, time) > max(Vallsim(:, [1, 2, 3, 5], :, time), [], 2)) ); + +Vother = squeeze(max(Vallsim(:, [1, 2, 3, 5], :, time), [], 2)); +Vrefi = squeeze(Vallsim(:, 4, :, time)); +Vgap = (Vrefi - Vother)./Csim(:, :, time).^(-p.sigma); +Prefi = squeeze(Pallsim(:, 4, :, time)); +Refi = squeeze(Dsim(:, :, time) == 4); + + + +% After Rate Drop + +borrc = Hcsim(:, :, time) > 0 & Ocsim(:, :, time) > 0; + +goodc = Hcsim(:, :, time) > 0 & Ocsim(:, :, time) > 0 & squeeze((Vallcsim(:, 4, :, time) > max(Vallcsim(:, [1, 2, 3, 5], :, time), [], 2)) ); + +Votherc = squeeze(max(Vallcsim(:, [1, 2, 3, 5], :, time), [], 2)); +Vrefic = squeeze(Vallcsim(:, 4, :, time)); +Vgapc = (Vrefic - Votherc)./Ccsim(:, :, time).^(-p.sigma); +Prefic = squeeze(Pallcsim(:, 4, :, time)); +Refic = squeeze(Dcsim(:, :, time) == 4); + +fprintf('\n') +fprintf('Fraction borrowers that truly benefit from refinance = %9.3f %9.3f\n', [sum(good(:))/sum(borr(:)), sum(goodc(:))/sum(borrc(:))]); +fprintf('Mean gains (units of c) of those that benefit = %9.3f %9.3f\n', [mean(Vgap(good)), mean(Vgapc(goodc))]); +fprintf('Proportion of those that benefit who refinance = %9.3f %9.3f\n', [mean(Refi(good)), mean(Refic(goodc))]); + + +% Naive measure of benefit from refinancing: +% Is PV of savings (discounted at old rate) above the cost of borrowing + +PVgains = Osim(:,:, time).*Thsim(:, :, time).*Hsim(:, :, time).*((p.mbar0 - p.mbar1)*(1 - (1 + p.rm0)^(-p.D))/p.rm0 - p.F1m) - p.F0m; + +goodc = PVgains > 0; +fprintf('\n') + +fprintf('Fraction borrowers that naively benefit from refinance = %9.3f\n', sum(goodc(:))/sum(borrc(:))); +fprintf('Mean gains (PV savings) of those that benefit = %9.3f\n', mean(PVgains(goodc))); +fprintf('Proportion of those that benefit who refinance = %9.3f\n', mean(Refic(goodc))); diff --git a/42/replication_package/model_replication/Main nu 3 Forbearance/vec.m b/42/replication_package/model_replication/Main nu 3 Forbearance/vec.m new file mode 100644 index 0000000000000000000000000000000000000000..b979fb42e34c27aebf07fa2dc3437ae650f79efe --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Forbearance/vec.m @@ -0,0 +1,3 @@ +function y = vec(x) + +y = x(:); \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 Forbearance/wfunc.m b/42/replication_package/model_replication/Main nu 3 Forbearance/wfunc.m new file mode 100644 index 0000000000000000000000000000000000000000..2d3afefcae58a2425a33b17cdea93a89c5e726df --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Forbearance/wfunc.m @@ -0,0 +1,19 @@ +function v = wfunc(c, s, ind2, EV, p, type) + + +[~, aprime] = savings(c, s, p, type); + + +if strcmp(type, 'h') + +v = c.^(1 - p.sigma)/(1 - p.sigma) + p.alpha*s(:,4).^(1 - p.sigma)/(1 - p.sigma) - ... + p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*c.^(-p.sigma*(1 + 1/p.gamma)) + p.beta*EV(aprime, ind2); + +else + +v = (1 + p.alpha^(1/p.sigma)*p.R^(1 - 1/p.sigma))*c.^(1 - p.sigma)/(1 - p.sigma) - ... + p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*c.^(-p.sigma*(1 + 1/p.gamma)) + p.beta*EV(aprime, ind2); + +end + + diff --git a/42/replication_package/model_replication/Main nu 3 Forbearance/wprctile.m b/42/replication_package/model_replication/Main nu 3 Forbearance/wprctile.m new file mode 100644 index 0000000000000000000000000000000000000000..10cd9b35a60450821315b9d60706a9048a8806e5 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Forbearance/wprctile.m @@ -0,0 +1,195 @@ +function y = wprctile(X,p,varargin) +%WPRCTILE Returns weighted percentiles of a sample with six algorithms. +% The idea is to give more emphasis in some examples of data as compared to +% others by giving more weight. For example, we could give lower weights to +% the outliers. The motivation to write this function is to compute percentiles +% for Monte Carlo simulations where some simulations are very bad (in terms of +% goodness of fit between simulated and actual value) than the others and to +% give the lower weights based on some goodness of fit criteria. +% +% USAGE: +% y = WPRCTILE(X,p) +% y = WPRCTILE(X,p,w) +% y = WPRCTILE(X,p,w,type) +% +% INPUT: +% X - vector or matrix of the sample data +% p - scalar or a vector of percent values between 0 and 100 +% +% w - positive weight vector for the sample data. Length of w must be +% equal to either number of rows or columns of X. If X is matrix, same +% weight vector w is used for all columns (DIM=1)or for all rows +% (DIM=2). If the weights are equal, then WPRCTILE is same as PRCTILE. +% +% type - an integer between 4 and 9 selecting one of the 6 quantile algorithms. +% Type 4: p(k) = k/n. That is, linear interpolation of the empirical cdf. +% Type 5: p(k) = (k-0.5)/n. That is a piecewise linear function where +% the knots are the values midway through the steps of the +% empirical cdf. This is popular amongst hydrologists. (default) +% PRCTILE also uses this formula. +% Type 6: p(k) = k/(n+1). Thus p(k) = E[F(x[k])]. +% This is used by Minitab and by SPSS. +% Type 7: p(k) = (k-1)/(n-1). In this case, p(k) = mode[F(x[k])]. +% This is used by S. +% Type 8: p(k) = (k-1/3)/(n+1/3). Then p(k) =~ median[F(x[k])]. +% The resulting quantile estimates are approximately +% median-unbiased regardless of the distribution of x. +% Type 9: p(k) = (k-3/8)/(n+1/4). The resulting quantile estimates are +% approximately unbiased for the expected order statistics +% if x is normally distributed. +% +% Interpolating between the points pk and X(k) gives the sample +% quantile. Here pk is plotting position and X(k) is order statistics of +% x such that x(k)< x(k+1) < x(k+2)... +% +% OUTPUT: +% y - percentiles of the values in X +% When X is a vector, y is the same size as p, and y(i) contains the +% P(i)-th percentile. +% When X is a matrix, WPRCTILE calculates percentiles along dimension DIM +% which is based on: if size(X,1) == length(w), DIM = 1; +% elseif size(X,2) == length(w), DIM = 2; +% +% EXAMPLES: +% w = rand(1000,1); +% y = wprctile(x,[2.5 25 50 75 97.5],w,5); +% % here if the size of x is 1000-by-50, then y will be size of 6-by-50 +% % if x is 50-by-1000, then y will be of the size of 50-by-6 +% +% Please note that this version of WPRCTILE will not work with NaNs values and +% planned to update in near future to handle NaNs values as missing values. +% +% References: Rob J. Hyndman and Yanan Fan, 1996, Sample Quantiles in Statistical +% Package, The American Statistician, 50, 4. +% +% HISTORY: +% version 1.0.0, Release 2007/10/16: Initial release +% version 1.1.0, Release 2008/04/02: Implementation of other 5 algorithms and +% other minor improvements of code +% +% +% I appreciate the bug reports and suggestions. +% See also: PRCTILE (Statistical Toolbox) + +% Author: Durga Lal Shrestha +% UNESCO-IHE Institute for Water Education, Delft, The Netherlands +% eMail: durgals@hotmail.com +% Website: http://www.hi.ihe.nl/durgalal/index.htm +% Copyright 2004-2007 Durga Lal Shrestha. +% $First created: 16-Oct-2007 +% $Revision: 1.1.0 $ $Date: 02-Apr-2008 13:40:29 $ + +% *********************************************************************** + +%% Input arguments check + +% error(nargchk(2,4,nargin)) +% if ~isvector(p) || numel(p) == 0 +% error('wprctile:BadPercents', ... +% 'P must be a scalar or a non-empty vector.'); +% elseif any(p < 0 | p > 100) || ~isreal(p) +% error('wprctile:BadPercents', ... +% 'P must take real values between 0 and 100'); +% end +% if ndims(X)>2 +% error('wprctile:InvalidNumberofDimensions','X Must be 2D.') +% end + + +% Default weight vector +if isvector(X) + w = ones(length(X),1); +else + w = ones(size(X,1),1); % works as dimension 1 +end +type = 5; + +if nargin > 2 + if ~isempty(varargin{1}) + w = varargin{1}; % weight vector + end + if nargin >3 + type = varargin{2}; % type to compute quantile + end +end + +if ~isvector(w)|| any(w<0) + error('wprctile:InvalidWeight', ... + 'w must vecor and values should be greater than 0'); +end + +% Check if there are NaN in any of the input +nans = isnan(X); +if any(nans(:)) || any(isnan(p))|| any(isnan(w)) + error('wprctile:NaNsInput',['This version of WPRCTILE will not work with ' ... + 'NaNs values in any input and planned to update in near future to ' ... + 'handle NaNs values as missing values.']); +end +%% Figure out which dimension WPRCTILE will work along using weight vector w + +n = length(w); +[nrows, ncols] = size(X); +if nrows==n + dim = 1; +elseif ncols==n + dim = 2; +else + error('wprctile:InvalidDimension', ... + 'length of w must be equal to either number of rows or columns of X'); +end + +%% Work along DIM = 1 i.e. columswise, convert back later if needed using tflag + +tflag = false; % flag to note transpose +if dim==2 + X = X'; + tflag = true; +end +ncols = size(X,2); +np = length(p); +y = zeros(np,ncols); + +% Change w to column vector +w = w(:); + +% normalise weight vector such that sum of the weight vector equals to n +w = w*n/sum(w); + +%% Work on each column separately because of weight vector + +for i=1:ncols + [sortedX, ind] = sort(X(:,i)); % sort the data + sortedW = w(ind); % rearrange the weight according to ind + k = cumsum(sortedW); % cumulative weight + switch type % different algorithm to compute percentile + case 4 + pk = k/n; + case 5 + pk = (k-sortedW/2)/n; + case 6 + pk = k/(n+1); + case 7 + pk = (k-sortedW)/(n-1); + case 8 + pk = (k-sortedW/3)/(n+1/3); + case 9 + pk = (k-sortedW*3/8)/(n+1/4); + otherwise + error('wprctile:InvalidType', ... + 'Integer to select one of the six quantile algorithm should be between 4 to 9.') + end + + % to avoid NaN for outside the range, the minimum or maximum values in X are + % assigned to percentiles for percent values outside that range. + q = [0;pk;1]; + xx = [sortedX(1); sortedX; sortedX(end)]; + + % Interpolation between q and xx for given value of p + y(:,i) = interp1q(q,xx,p(:)./100); +end + +%% Transpose data back for DIM = 2 to the orginal dimension of X +% if p is row vector and X is vector then return y as row vector +if tflag || (min(size(X))==1 && size(p,1)==1) + y=y'; +end \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 High rm/binned_plot.m b/42/replication_package/model_replication/Main nu 3 High rm/binned_plot.m new file mode 100644 index 0000000000000000000000000000000000000000..20128809df75feb0ca5e47ce1bce4356c78f3d5a --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 High rm/binned_plot.m @@ -0,0 +1,283 @@ + +function [x_med_out,y_med,y_low,y_high] = binned_plot(x,y,varargin) +% BINNED_PLOT binned scatter plot +% +% BINNED_PLOT(X,Y) splits vector X into bins of aproximately equal size, +% and plots each median against the median of the corresponding Y-values, +% as well as their inter-quartile range. X and Y must have the same +% number of rows or columns. +% +% BINNED_PLOT(X,Y,NUM_BINS) also specifies the (maximum) number of bins. +% +% +% [X_MED,Y_MED,Y_LOW,Y_HIGH] = BINNED_PLOT(...) returns the median of the +% X-bin, the median, lower and upper quartile of the corresponding Y-values +% +% Additional properties can be set as attribute-value pairs: +% - 'y_range' : specifies the width of the Y-band (range 0 .. 0.5; +% e.g., 0.5 plots the range between maxima and minima); +% default: 0.25 +% - 'y_mean_std' : plot means and standard deviations instead of medians +% and quartiles ['on','off'] +% - 'style' : plotting style (same options as in plot command) +% - 'density' : transparency corresponds to the number of points in +% the shaded area ['on','off'] +% - 'transparency' : transparency of filled range (for non-density plots) +% - 'transparency_min': minimum transparency of filled range (for density plots) +% - 'transparency_max': maximum transparency of filled range (for density plots) +% +% +% Example: +% x=0:0.1:20; +% y=[sin(x); cos(x)] + randn(2,201); +% binned_plot(x,y) +% + +% Stefan Schroedl +% 04/07/2008 + +optargin = size(varargin,2); +stdargin = nargin - optargin; + +if (stdargin<2) + error('at least two arguments required') +end + + +% defaults for optional arguments +num_bins = []; +y_range = []; +style = []; +y_mean_std = 0; +transparency = 0.1; +transparency_max = 0.6; +transparency_min = 0.1; +density_transparency = 0; + +% parse optional arguments +i=1; +while (i <= optargin) + if (i==1 && isnumeric(varargin{i})) + num_bins = varargin{i}; % interpret as number of bins + i = i + 1; + elseif (strcmp(varargin{i},'style') && i < optargin) + style = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'y_range') && i < optargin) + y_range = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'transparency') && i < optargin) + transparency = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'transparency_max') && i < optargin) + transparency_max = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'transparency_min') && i < optargin) + transparency_min = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'y_mean_std') && i < optargin) + if (strcmp(varargin{i+1},'on')) + y_mean_std = 1; + elseif (strcmp(varargin{i+1},'off')) + y_mean_std = 0; + else + error('unrecognized option for y_mean_std, should be [on/off]'); + end + i = i + 2; + elseif (strcmp(varargin{i},'density') && i < optargin) + if (strcmp(varargin{i+1},'on')) + density_transparency = 1; + elseif (strcmp(varargin{i+1},'off')) + density_transparency = 0; + else + error('unrecognized option for density, should be [on/off]'); + end + i = i + 2; + elseif (ischar(varargin{i})) + error('unrecognized attribute: %s', varargin{i}); + else + error('at most three arguments expected'); + end +end + +if (transparency_min >= transparency_max) + error('transparency_min should be smaller than transparency_max'); +end + +% determine input matrix sizes +[nx,mx] = size(x); +[ny,my] = size(y); + +if nx > 1 && mx > 1 + error('first argument must be a vector'); +end + +% adjust matrices to be column vectors + +if mx>1 + % transpose + x = x(:); + nx = mx; + mx = 1; +end + +if my == nx + % transpose + y = y'; + [ny,my] = size(y); +else + if ny ~= nx + error('first and second arguments must have either same number of rows or columns'); + end +end + + +if isempty(num_bins) + num_bins = max( min(length(x),3), floor(sqrt(length(x)-1))-1); % default heuristic for number of bins +else if ~isnumeric(num_bins) + db error('third argument num_bins must be numeric'); + end +end + +if isempty(y_range) + y_range = 0.25; % default: quartile +end + +if isempty(style) + style = ''; % no style specified +end + +% determine colors and markers +colors = repmat('b',1,my); +noColSpec = cell(1,my); +for i=1:my + [colors(i),noColSpec{i}] = getColorSpec(style,i); +end + +% x quantiles +qvals = 0:(1/num_bins):(1-1/num_bins); +x_quant = quantile(x,[qvals 1]); + +% remove identical bins +x_quant = sort(unique(x_quant)); + +% due to interpolation, some bins can still be empty +x_quant2 = x_quant; +x_quant = x_quant(1); +count_bin = length(find(x>x_quant2(1))); +for i=2:length(x_quant2) + count_bin2 = length(find(x>x_quant2(i))); + if count_bin2 ~= count_bin + x_quant = [x_quant x_quant2(i)]; + end + count_bin = count_bin2; +end + +% preallocate outputs +x_med = zeros(length(x_quant)-1,1); +y_med = zeros(length(x_quant)-1,my); +y_low = zeros(length(x_quant)-1,my); +y_high = zeros(length(x_quant)-1,my); + +% desired y range + +for i = 1:length(x_quant)-1 + idx = x >= x_quant(i) & (x < x_quant(i+1)); + if (~y_mean_std) + + q = quantile(y(idx,:),[0.5-y_range 0.5 0.5 + y_range]); + % hack for quantile output dim + if my == 1 + q = q'; + end + y_low(i,:) = q(1,:); + y_med(i,:) = q(2,:); + y_high(i,:) = q(3,:); + x_med(i) = median(x(idx)); + else + % use mean and std dev + m = mean(y(idx,:)); + s = std(y(idx,:)); + y_med(i,:) = m; + y_low(i,:) = m-s; + y_high(i,:) = m+s; + x_med(i) = mean(x(idx)); + end +end + +if (nargout == 0) + hold_mode = ishold; + x_min = x_quant(1); + x_max = x_quant(end); + for i=1:my + inner_spec = strcat(colors(i), noColSpec{i}); + + if(~density_transparency) + % fill between quartiles + xpoints=[x_min; x_med; x_max; x_max; flipud(x_med); x_min ]; + ypoints=[y_high([ 1 1:end end],i); flipud(y_low([1 1:end end],i)) ]; + fillhandle=fill(xpoints,ypoints,colors(i)); + set(fillhandle,'EdgeColor',colors(i),'FaceAlpha',transparency,'EdgeAlpha',transparency); %set transparency + else + % precompute trapezoids, areas + xpoints = zeros(4,length(x_med)+1); + ypoints = zeros(4,length(x_med)+1); + area_fill = zeros(1,length(x_med)+1); + + xpoints(:,1) = [x_min; x_med(1); x_med(1); x_min]; + ypoints(:,1) = [y_high(1,i); y_high(1,i); y_low(1,i); y_low(1,i)]; + area_fill(1) = (xpoints(2,1)-xpoints(1,1))*(ypoints(1,1)-ypoints(4,1)+ypoints(2,1)-ypoints(3,1))/2; + + for j=1:(length(x_med)-1) + xpoints(:,j+1) = [x_med(j); x_med(j+1); x_med(j+1); x_med(j)]; + ypoints(:,j+1) = [y_high(j,i); y_high(j+1,i); y_low(j+1,i); y_low(j,i)]; + area_fill(j+1) = (xpoints(2,j+1)-xpoints(1,j+1))*(ypoints(1,j+1)-ypoints(4,j+1)+ypoints(2,j+1)-ypoints(3,j+1))/2; + end + + xpoints(:,end) = [x_med(end); x_max; x_max; x_med(end)]; + ypoints(:,end) = [y_high(end,i); y_high(end,i); y_low(end,i); y_low(end,i)]; + area_fill(end) = (xpoints(2,end)-xpoints(1,end))*(ypoints(1,end)-ypoints(4,end)+ypoints(2,end)-ypoints(3,end))/2; + + area_max = max(area_fill); + area_min = min(area_fill); + area_range = area_max - area_min; + if (area_range == 0) + area_range = 1; + end + transparency_range = transparency_max - transparency_min; + % scale transparency according to density (i.e., inversely + % proportional to trapezoid area) + transp_mod = transparency_max - (area_fill - area_min) .* transparency_range ./ area_range; + for j=1:(length(x_med)+1) + fillhandle=fill(xpoints(:,j),ypoints(:,j),colors(i),'LineStyle','none'); + hold on; + set(fillhandle,'EdgeColor',colors(i),'FaceAlpha',transp_mod(j),'EdgeAlpha',transp_mod(j)); % set transparency + end + end + % plot median line + hold on; + plot(x_med,y_med(:,i),inner_spec); + end + + % restore old hold mode + if hold_mode == 0 + hold off; + end +else + x_med_out = x_med; +end + +% auxiliary function to retrieve color specification (if any) and remainder +function [color,noColSpec] = getColorSpec(s,i) +colors = 'bgrcmykw'; +color=colors(mod(i-1,8) + 1); % default color cycle +noColSpec = '-'; % default line style +if (~isempty(s)) + idx=ismember(s,colors); + if any(~idx) + noColSpec=s(~idx); + end + if any(idx) + color=s(idx(1)); + end +end diff --git a/42/replication_package/model_replication/Main nu 3 High rm/findtransfer.m b/42/replication_package/model_replication/Main nu 3 High rm/findtransfer.m new file mode 100644 index 0000000000000000000000000000000000000000..6d6ddcbdd81c2105defa6003af3228d601bcdce8 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 High rm/findtransfer.m @@ -0,0 +1,4 @@ +function y = findtransfer(a, rhs, p) + + +y = (1 + interest(a, p)).*a - rhs; \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 High rm/fminsearchbnd.m b/42/replication_package/model_replication/Main nu 3 High rm/fminsearchbnd.m new file mode 100644 index 0000000000000000000000000000000000000000..0448eae0f278145737a4c58ef211062d09896afc --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 High rm/fminsearchbnd.m @@ -0,0 +1,307 @@ +function [x,fval,exitflag,output] = fminsearchbnd(fun,x0,LB,UB,options,varargin) +% FMINSEARCHBND: FMINSEARCH, but with bound constraints by transformation +% usage: x=FMINSEARCHBND(fun,x0) +% usage: x=FMINSEARCHBND(fun,x0,LB) +% usage: x=FMINSEARCHBND(fun,x0,LB,UB) +% usage: x=FMINSEARCHBND(fun,x0,LB,UB,options) +% usage: x=FMINSEARCHBND(fun,x0,LB,UB,options,p1,p2,...) +% usage: [x,fval,exitflag,output]=FMINSEARCHBND(fun,x0,...) +% +% arguments: +% fun, x0, options - see the help for FMINSEARCH +% +% LB - lower bound vector or array, must be the same size as x0 +% +% If no lower bounds exist for one of the variables, then +% supply -inf for that variable. +% +% If no lower bounds at all, then LB may be left empty. +% +% Variables may be fixed in value by setting the corresponding +% lower and upper bounds to exactly the same value. +% +% UB - upper bound vector or array, must be the same size as x0 +% +% If no upper bounds exist for one of the variables, then +% supply +inf for that variable. +% +% If no upper bounds at all, then UB may be left empty. +% +% Variables may be fixed in value by setting the corresponding +% lower and upper bounds to exactly the same value. +% +% Notes: +% +% If options is supplied, then TolX will apply to the transformed +% variables. All other FMINSEARCH parameters should be unaffected. +% +% Variables which are constrained by both a lower and an upper +% bound will use a sin transformation. Those constrained by +% only a lower or an upper bound will use a quadratic +% transformation, and unconstrained variables will be left alone. +% +% Variables may be fixed by setting their respective bounds equal. +% In this case, the problem will be reduced in size for FMINSEARCH. +% +% The bounds are inclusive inequalities, which admit the +% boundary values themselves, but will not permit ANY function +% evaluations outside the bounds. These constraints are strictly +% followed. +% +% If your problem has an EXCLUSIVE (strict) constraint which will +% not admit evaluation at the bound itself, then you must provide +% a slightly offset bound. An example of this is a function which +% contains the log of one of its parameters. If you constrain the +% variable to have a lower bound of zero, then FMINSEARCHBND may +% try to evaluate the function exactly at zero. +% +% +% Example usage: +% rosen = @(x) (1-x(1)).^2 + 105*(x(2)-x(1).^2).^2; +% +% fminsearch(rosen,[3 3]) % unconstrained +% ans = +% 1.0000 1.0000 +% +% fminsearchbnd(rosen,[3 3],[2 2],[]) % constrained +% ans = +% 2.0000 4.0000 +% +% See test_main.m for other examples of use. +% +% +% See also: fminsearch, fminspleas +% +% +% Author: John D'Errico +% E-mail: woodchips@rochester.rr.com +% Release: 4 +% Release date: 7/23/06 + +% size checks +xsize = size(x0); +x0 = x0(:); +n=length(x0); + +if (nargin<3) || isempty(LB) + LB = repmat(-inf,n,1); +else + LB = LB(:); +end +if (nargin<4) || isempty(UB) + UB = repmat(inf,n,1); +else + UB = UB(:); +end + +if (n~=length(LB)) || (n~=length(UB)) + error 'x0 is incompatible in size with either LB or UB.' +end + +% set default options if necessary +if (nargin<5) || isempty(options) + options = optimset('fminsearch'); +end + +% stuff into a struct to pass around +params.args = varargin; +params.LB = LB; +params.UB = UB; +params.fun = fun; +params.n = n; +% note that the number of parameters may actually vary if +% a user has chosen to fix one or more parameters +params.xsize = xsize; +params.OutputFcn = []; + +% 0 --> unconstrained variable +% 1 --> lower bound only +% 2 --> upper bound only +% 3 --> dual finite bounds +% 4 --> fixed variable +params.BoundClass = zeros(n,1); +for i=1:n + k = isfinite(LB(i)) + 2*isfinite(UB(i)); + params.BoundClass(i) = k; + if (k==3) && (LB(i)==UB(i)) + params.BoundClass(i) = 4; + end +end + +% transform starting values into their unconstrained +% surrogates. Check for infeasible starting guesses. +x0u = x0; +k=1; +for i = 1:n + switch params.BoundClass(i) + case 1 + % lower bound only + if x0(i)<=LB(i) + % infeasible starting value. Use bound. + x0u(k) = 0; + else + x0u(k) = sqrt(x0(i) - LB(i)); + end + + % increment k + k=k+1; + case 2 + % upper bound only + if x0(i)>=UB(i) + % infeasible starting value. use bound. + x0u(k) = 0; + else + x0u(k) = sqrt(UB(i) - x0(i)); + end + + % increment k + k=k+1; + case 3 + % lower and upper bounds + if x0(i)<=LB(i) + % infeasible starting value + x0u(k) = -pi/2; + elseif x0(i)>=UB(i) + % infeasible starting value + x0u(k) = pi/2; + else + x0u(k) = 2*(x0(i) - LB(i))/(UB(i)-LB(i)) - 1; + % shift by 2*pi to avoid problems at zero in fminsearch + % otherwise, the initial simplex is vanishingly small + x0u(k) = 2*pi+asin(max(-1,min(1,x0u(k)))); + end + + % increment k + k=k+1; + case 0 + % unconstrained variable. x0u(i) is set. + x0u(k) = x0(i); + + % increment k + k=k+1; + case 4 + % fixed variable. drop it before fminsearch sees it. + % k is not incremented for this variable. + end + +end +% if any of the unknowns were fixed, then we need to shorten +% x0u now. +if k<=n + x0u(k:n) = []; +end + +% were all the variables fixed? +if isempty(x0u) + % All variables were fixed. quit immediately, setting the + % appropriate parameters, then return. + + % undo the variable transformations into the original space + x = xtransform(x0u,params); + + % final reshape + x = reshape(x,xsize); + + % stuff fval with the final value + fval = feval(params.fun,x,params.args{:}); + + % fminsearchbnd was not called + exitflag = 0; + + output.iterations = 0; + output.funcCount = 1; + output.algorithm = 'fminsearch'; + output.message = 'All variables were held fixed by the applied bounds'; + + % return with no call at all to fminsearch + return +end + +% Check for an outputfcn. If there is any, then substitute my +% own wrapper function. +if ~isempty(options.OutputFcn) + params.OutputFcn = options.OutputFcn; + options.OutputFcn = @outfun_wrapper; +end + +% now we can call fminsearch, but with our own +% intra-objective function. +[xu,fval,exitflag,output] = fminsearch(@intrafun,x0u,options,params); + +% undo the variable transformations into the original space +x = xtransform(xu,params); + +% final reshape to make sure the result has the proper shape +x = reshape(x,xsize); + +% Use a nested function as the OutputFcn wrapper + function stop = outfun_wrapper(x,varargin); + % we need to transform x first + xtrans = xtransform(x,params); + + % then call the user supplied OutputFcn + stop = params.OutputFcn(xtrans,varargin{1:(end-1)}); + + end + +end % mainline end + +% ====================================== +% ========= begin subfunctions ========= +% ====================================== +function fval = intrafun(x,params) +% transform variables, then call original function + +% transform +xtrans = xtransform(x,params); + +% and call fun +fval = feval(params.fun,reshape(xtrans,params.xsize),params.args{:}); + +end % sub function intrafun end + +% ====================================== +function xtrans = xtransform(x,params) +% converts unconstrained variables into their original domains + +xtrans = zeros(params.xsize); +% k allows some variables to be fixed, thus dropped from the +% optimization. +k=1; +for i = 1:params.n + switch params.BoundClass(i) + case 1 + % lower bound only + xtrans(i) = params.LB(i) + x(k).^2; + + k=k+1; + case 2 + % upper bound only + xtrans(i) = params.UB(i) - x(k).^2; + + k=k+1; + case 3 + % lower and upper bounds + xtrans(i) = (sin(x(k))+1)/2; + xtrans(i) = xtrans(i)*(params.UB(i) - params.LB(i)) + params.LB(i); + % just in case of any floating point problems + xtrans(i) = max(params.LB(i),min(params.UB(i),xtrans(i))); + + k=k+1; + case 4 + % fixed variable, bounds are equal, set it at either bound + xtrans(i) = params.LB(i); + case 0 + % unconstrained variable. + xtrans(i) = x(k); + + k=k+1; + end +end + +end % sub function xtransform end + + + + + diff --git a/42/replication_package/model_replication/Main nu 3 High rm/interest.m b/42/replication_package/model_replication/Main nu 3 High rm/interest.m new file mode 100644 index 0000000000000000000000000000000000000000..a803c11bf639587df429cae019dec0baa5772085 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 High rm/interest.m @@ -0,0 +1,4 @@ +function rl = interest(A, p) + +rl = 1./(1 + exp(-p.r1*(A - p.r2)))*(p.rh - p.rl) + p.rl; + diff --git a/42/replication_package/model_replication/Main nu 3 High rm/kronm.m b/42/replication_package/model_replication/Main nu 3 High rm/kronm.m new file mode 100644 index 0000000000000000000000000000000000000000..37c3ef55e11a041e1c9332397e1f90c086a49983 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 High rm/kronm.m @@ -0,0 +1,113 @@ +function x = kronm(Q,x) + +% Fast Kronecker matrix multiplication, for both full and sparse matrices +% of any size. Never computes the actual Kronecker matrix and omits +% multiplication by identity matrices. +% y = kronm(Q,x) computes +% y = (Q{k} kron ... Q{2} kron Q{1})*x +% If Q contains only two matrices and x is a vector, the code uses the +% identity +% ( Q{2} kron Q{1} )*vec(X) = vec(Q{1}*X*Q{2}'), +% where vec(X)=x. If Q contains more than two matrices and/or if x has more +% than one column, the algorithm uses a generalized form of this identity. +% The idea of the algorithm is to see x as a multi-dimensional array and to +% apply the linear maps Q{i} separately for each dimension i. If Q contains +% just one matrix, the function returns the regular matrix product Q{1}*x. +% +% Inputs: +% Q: 1-by-k cell array containing k matrices of arbitrary size +% (can be sparse). Denote by R(i) the number of rows of Q{i}, and +% by C(i) the number of columns. Alternatively, Q{i} may also be +% a scalar qi. This is interpreted as the qi-by-qi identity +% matrix. Hand over identity matrices in this fashion for optimal +% performance. +% x: Matrix of size CC-by-m, where CC=C(1)*...*C(k). +% +% Output: Matrix of size RR-by-m, where RR=R(1)*...*R(k). +% +% +% Example: +% R = [60, 30, 20]; % Number of rows for matrices Q{1},Q{2},Q{3}. +% C = [55, 25, 15]; % Number of columns of matrices Q{i}. +% m = 5; % Number of columns of x. +% Q = cell(1,length(R)); % Create cell with sparse random matrices +% for i=1:length(R) % of density 0.05. +% Q{i} = sprand(R(i),C(i),0.05); +% end +% x = rand(prod(C),m); % Random matrix x with C(1)*C(2)*C(3) rows. +% y = kron(Q{3},kron(Q{2},Q{1}))*x; +% % Matlab's Kronecker multiplication... +% yy= kronm(Q,x); % and kronm... +% norm(y-yy) % ... give the same result up to +% % computational error. +% +% +% Version: 6-Oct-2015 +% Author: Matthias Kredler (Universidad Carlos III de Madrid) +% mkredler@eco.uc3m.es +% Acknowledgement: +% This code follows the same idea as 'kronmult' by Paul G. Constantine & +% David F. Gleich (Stanford, 2009). However, I avoid loops and allow for +% non-square inputs Q{i}. I have also included the special treatment for +% identity matrices. + +m = size(x,2); % Obtain number of columns in input. +k = length(Q); % Number of matrices in Q. +R = zeros(1,k); % Vector for number of rows of, +C = zeros(1,k); % Q-matrices and for number of columns. +comp = true(1,k); % Check if we have to multiply by Q{i}. +for i=1:k + if isscalar(Q{i}) % If input Q{i} is a scalar, don't + comp(i) = false; % have to multiply in this dimension. + R(i) = Q{i}; % Read in number of rows and columns. + C(i) = Q{i}; + else % Otherwise, read out size of the + [R(i),C(i)] = size(Q{i}); % matrix. + end +end + +xsiz = [C,m]; % Will constantly change dimension of x. + % xsiz is the current size, when x is + % reshaped to array of dim. + % C(1),C(2),...,C(k),m. + +if comp(1) % Start with first Kronecker product, + x = Q{1}*reshape(x,[C(1),prod(xsiz)/C(1)]); + % leave out if Q{i} is identity. + xsiz(1) = R(1); % Replace size of dimension 1. +end % (Don't do this in loop below --> save + % time on reshapes and permutes) +if k>1 && m==1 % If Q has just one element, we're done. + if comp(k) % If x was a column vector, do the last + x = reshape(x,[prod(xsiz)/C(k),C(k)]) *Q{k}' ; + xsiz(k) = R(k); % Kronecker product by matrix + end % post-multiplication to save time on + % reshapes and permutes. + loopTo = k-1; % Will only have to loop up to + % dimension k-1 below. +else % If x is a matrix, have to loop over + loopTo = k; % all dimensions. +end + +if k>2 || m>1 % Now loop over remaining dimensions, + x = reshape(x,xsiz); % inf any. Reshape x into an array of + for i=2:loopTo % dimension R(1),C(2),...,C(k)or R(k),m. + if comp(i) % If Q{i} is not identity: Create + dims = 1:k+1; % vector to re-shuffle dimensions. + dims(i) = []; % Put dimension i first (by permute), + dims = [i, dims]; %#ok % e.g. order [2,1,3,4,5] + % for i=2 and k=4. Turn off Matlab's + % warning for size change. + Xmat = reshape( permute(x,dims), [C(i), prod(xsiz)/C(i)] ); + % Then bring array into matrix with + Xmat = Q{i}*Xmat; % N(i) rows, ex: N(2)-by-N(1)*N(3)*... + % *N(4)*m and multiply by Q{i}. + xsiz(i) = R(i); % Changed dimensionality of x. + x = ipermute( reshape(Xmat,[R(i), xsiz(dims(2:k+1))]), dims ); + end % Reshape back to array, ex: to dim. + end % N(2),N(1),N(3),N(4),m, and inverse- + % permute to go back to orginal array, +end % ex: dim. N(1),N(2),N(3),N(4),m. + +x = reshape(x,[prod(R),m]); % Then give back result as matrix. + diff --git a/42/replication_package/model_replication/Main nu 3 High rm/lookup1.m b/42/replication_package/model_replication/Main nu 3 High rm/lookup1.m new file mode 100644 index 0000000000000000000000000000000000000000..b1505d4dd7ab85ad6022be69430658f336d97116 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 High rm/lookup1.m @@ -0,0 +1,71 @@ +% LOOKUP Performs a table lookup. +% USAGE +% ind=lookup(tabvals,x,endadj); +% INPUTS +% tabvals : a sorted vector of n values +% x : an array of values +% endadj : a optional endpoint adjustment: 0, 1, 2 or 3. +% OUTPUT +% ind : an array (same size as x) of indices from 1 to n +% +% Returns an array of size(x) with element (i,j) equal to +% max k: x(i,j)>=tabvals(k) +% +% Optional endpoint adjustments: +% 0: no adjustments +% 1: values of x < min(tabvals) will return +% length(tabvals=tabvals(1)) +% 2: values of x > max(tabvals) will return +% m-length(tabvals=tabvals(end)) +% 3: adjustments 1 and 2 will be performed +% +% With endadj=3 all the indices are between 1 and n-1 +% To find the nearest table value to each x use: +% ind = lookup(tabvals,x,3); +% ind = ind + (x-tabvals(ind) > tabvals(ind+1)-x); +% nearest = tabvals(ind); +% +% Coded in C. + +% Copyright (c) 1997-2000, Paul L. Fackler & Mario J. Miranda +% paul_fackler@ncsu.edu, miranda.4@osu.edu + +function ind=lookup(tabvals,x,endadj); + +global CompEcon_MEXwarned + +if isempty(CompEcon_MEXwarned) + disp('Warning: You are using the m-file version of a function that is coded as a C Mex file.') + disp(' Running this M file version may be significantly slower and more memory intensive.') + disp(' Use MEXALL to create the executable (MEX or DLL) and make sure it is on the MATLAB path.') + CompEcon_MEXwarned=1; +end + + +if nargin<2 + error('At least two parameters must be specified'); +end +if nargin<3 endadj=0; end +if isempty(endadj) endad=0; end + +n=prod(size(x)); +if min(size(tabvals))>1 + error('tabvals must be a vector'); +else + tabvals=tabvals(:); + if any(diff(tabvals)<0) + error('tabvals must be sorted in ascending order') + end +end +m=length(tabvals); +if endadj>=2, m=m-length(find(tabvals==tabvals(end))); end + +[temp,ind]=sort([tabvals(1:m); x(:)]); +temp=find(ind>m); +j=ind(temp)-m; +ind=reshape(temp-(1:n)',size(x)); +ind(j)=ind(:); + +if endadj==1 | endadj==3 + ind(ind==0)=length(find(tabvals==tabvals(1))); +end diff --git a/42/replication_package/model_replication/Main nu 3 High rm/lookup1.mexa64 b/42/replication_package/model_replication/Main nu 3 High rm/lookup1.mexa64 new file mode 100644 index 0000000000000000000000000000000000000000..d45b592990528cdf9bec076c8ebfa193adc36d52 Binary files /dev/null and b/42/replication_package/model_replication/Main nu 3 High rm/lookup1.mexa64 differ diff --git a/42/replication_package/model_replication/Main nu 3 High rm/lookup1.mexmaci64 b/42/replication_package/model_replication/Main nu 3 High rm/lookup1.mexmaci64 new file mode 100644 index 0000000000000000000000000000000000000000..c355da46b986916252b3bd3c06ec513f8774efa1 Binary files /dev/null and b/42/replication_package/model_replication/Main nu 3 High rm/lookup1.mexmaci64 differ diff --git a/42/replication_package/model_replication/Main nu 3 High rm/lookup1.mexw32 b/42/replication_package/model_replication/Main nu 3 High rm/lookup1.mexw32 new file mode 100644 index 0000000000000000000000000000000000000000..187dff29e1d7905d71b29ee4f986b9635bc5bc35 Binary files /dev/null and b/42/replication_package/model_replication/Main nu 3 High rm/lookup1.mexw32 differ diff --git a/42/replication_package/model_replication/Main nu 3 High rm/neldmead_bounds.m b/42/replication_package/model_replication/Main nu 3 High rm/neldmead_bounds.m new file mode 100644 index 0000000000000000000000000000000000000000..a27a8bb8d0f4a14305b8a48091fccbee51ac77af --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 High rm/neldmead_bounds.m @@ -0,0 +1,145 @@ +function x_opt = neldmead_bounds(func, x_init, x_min, x_max, varargin) +% [x_opt]=neldmead_bounds(func,x_init,x_min,x_max) +% minimizes f(x) such that x_min <= x_opt <= x_max. +% modified version of original by H.P. Gavin , Civil & Env'ntl Eng'g, Duke Univ. 21 January 2006 +% all i did is to make it readable for myself and exclude g(x) <0 +% constraint +% +% INPUT +% ====== +% func : the name of the function to be minimizes in the form y=func(x) +% x_init : the vector of initial parameter values ... a column vector +% x_min : minimum permissible values of the parameters, x +% x_max : maximum permissible values of the parameters, x +% +% OUTPUT +% ====== +% x_opt : a set of parameters at or near the optimal value + + + tol_x = 1e-4; % tolerance for convergence in x + tol_f = 1e-4; % tolerance for convergence in f + max_iter = 250; % maximum number of function evaluations + + +n = length(x_init); + +onesn = ones(1,n); +ot = 2:n+1; +on = 1:n; +function_count = 0; % the number of function evaluations + + +% Nelder-Mead constants +a_reflect = 2; a_expand = 1; a_contract = 0.5; a_shrink = 0.5; + +% Evaluate the initial guess and the range of allowable parameter variation + +x_init = min(max(x_init,x_min),x_max); + +[fv] = feval(func,x_init, varargin{:}); +if any(x_max == x_min) + error('error: x_max can not equal x_min for any parameter'); +end + +% Place input guess in the simplex! (credit L.Pfeffer at Stanford) +% Set up a simplex near the initial guess. + +p1 = .2; % originally .2 +p2 = .1; % originally .1 + +delta_x = min( p1*(1+abs(x_init)) , p2*(x_max-x_init).*(x_max~=x_init) ); +idx = find(delta_x == 0); +delta_x(idx) = -p2*(x_init(idx)-x_min(idx)); + +% --- initialization +simplex = x_init; +for j = 1:n + y = x_init; + y(j) = y(j) + delta_x(j); + x = min(max(y,x_min),x_max); + simplex = [simplex x]; %create simplex one by one + [f] = feval(func,x, varargin{:}); %evaluate function + fv = [fv f]; %record function values + +end + +% order the vertices in increasing order of fv +[fv,idx] = sort(fv); simplex = simplex(:,idx); +disp([simplex;fv]) + +iter=1; +while iter < max_iter % --- main loop + + change_x = max(max(abs(simplex(:,ot)-simplex(:,onesn)))); + change_f = max(abs(fv(1)-fv(ot))); + + if change_x < tol_x && change_f < tol_f + break; + end + + % One step of the Nelder-Mead simplex algorithm + + happy = 0; + +% reflect + vbar = (sum(simplex(:,on)')/n)'; % centroid of better vertices + vr = min(max(vbar + a_reflect*(vbar-simplex(:,n+1)),x_min),x_max); + [fr] = feval(func,vr, varargin{:}); + + + if ( fr >= fv(1) && fr < fv(n+1) ) + happy = 1; vk = vr; fk = fr; how = 'reflect'; + end + +% expand + if ( happy == 0 && fr < fv(1) ) + ve = min(max(vbar + a_expand*(vr-vbar),x_min),x_max); + [fe] = feval(func,ve, varargin{:}); + + function_count = function_count + 1; + if fe < fr + happy = 1; vk = ve; fk = fe; how = 'expand'; + else + happy = 1; vk = vr; fk = fr; how = 'reflect'; + end + end + +% contract + if ( happy == 0 && fr >= fv(n) ) + vc = min(max(vbar + a_contract*(vbar-simplex(:,n+1)),x_min),x_max); + [fc] = feval(func,vc, varargin{:}); + + + if fc < fv(n+1) + happy = 1; vk = vc; fk = fc; how = 'contract'; + end + end + +% if you have accepted a new point, replace the worst point (n+1) with it + + if ( happy == 1 ) + simplex(:,n+1) = vk; fv(n+1) = fk; + else + +% shrink + v1 = simplex(:,1); + for i=2:n+1 + vs = min(max(v1 + a_shrink*(simplex(:,i)-v1),x_min),x_max); + [fs] = feval(func,vs, varargin{:}); + + simplex(:,i) = vs; + fv(i) = fs; + end + + how = 'shrink'; + end + +% order the vertices in increasing order of fv + [fv,idx] = sort(fv); simplex = simplex(:,idx); + x_opt = simplex(:,1); + %fprintf('%4i %6.2e %6.2e\n',[iter,change_f,change_x]) + iter=iter+1; +end + + diff --git a/42/replication_package/model_replication/Main nu 3 High rm/objective.m b/42/replication_package/model_replication/Main nu 3 High rm/objective.m new file mode 100644 index 0000000000000000000000000000000000000000..d75e47ebf5c03f2afd19ab8749d1be27fb2c1b73 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 High rm/objective.m @@ -0,0 +1,242 @@ +function err_mom = objective(x) + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',22); + +intmeth = 'linear'; +printr = 0; + +optset('bisect', 'tol', 1e-32); + +% Calibrated Parameters + +p.beta = x(1); % discount factor +p.alpha = x(2); % weight on housing in preferences +p.R = x(3); +p.phi = x(4); % productivity non-market +p.F0m = x(5); % fixed cost of refinancing +p.B = x(6); +p.r1 = x(7); +p.r2 = x(8); % parameters governing shape of rl curve +p.rh = (1 + x(9))^(1/4) - 1; % interest rate + +% Assigned Parameters + +p.nu = 3; % parameter in exponential distribution + +p.pidelta = [0.975; 0.025]; % probability of expenditure shocks +p.delta = [0; 0.0625]; % expenditure shock, fraction of home (quarterly so divide by 4) + +p.rl = (1 - 0.028)^(1/4) - 1; % lower bound on liquid rate + +p.T = 61*4; % last period of life +p.D = 30*4; % maturity of mortgages + +p.sigma = 2; % CRRA +p.gamma = 1; % Frisch elasticity of non-market production + +p.rm = (1 + 0.0417)^(1/4) - 1; % mortgage interest rate + +p.Fs = 0.06; % fixed cost of selling home +p.F1m = 0.005; % proportional cost of refinancing + +p.wbar = 1; % parameter governing luxuriousness of bequests + +p.thetam = 0.85; % maximum LTV +p.thetay = 0.214; % maximum PTI + +rhoz = 0.9908; +sz = 0.0761; +se = (1 - 0.55)^(1/2)*0.4869; % Krueger Perri (2011) show 55% of the variance of trans compon is measurement error so subtract + +time = (1 : 1 : p.T)'; +p.lambdat = exp(0.07982636 - 0.02322307 * (time/4 + 25) + 0.00105409 * (time/4 + 25).^2 - 0.00001028 * (time/4 + 25).^3); + +p.thetay = p.thetay*(1 - 0.3126./(1 + exp(18.629 - 0.3049*(time/4 + 25)))); + +p.mbar = p.rm/(1 - (1 + p.rm)^(-p.D)); % minimum payment required per 1 of initial debt + + +% Quality of Approximation + +p.na = 75; % number of nodes for liquid assets +p.nat = 75; % number of nodes for atilde = (1 + rl)*a - delta*h +p.nl = 75; % number of nodes for liquidity +p.no = 11; % number of nodes for omega (fraction of loan outstanding) +p.nt = 5; % number of possible initial LTV +p.nh = 7; % number of nodes for housing +p.nz = 9; % points for exogenous income z +p.ne = 3; + + +% Discretize Income Process + +[zgrid, Fzz] = rouwenhorst(rhoz, sz, p.nz); +zgrid = exp(zgrid'); +p.zgrid = zgrid; + +[Fz, d] = eigs(Fzz', 1, 'largestabs'); +Fz = Fz/sum(Fz); +Fz = full(Fz); % ergodic distribution of z + +[egrid, we] = qnwnorm(p.ne, 0, se^2); +egrid = exp(egrid); +p.egrid = egrid; + + +% Discretize other state variables + +amin = -0.4; +amax = 100; +p.agrid = amin + (amax - amin)*nodeunif(p.na, 0, 1).^2; + +omin = 0; +omax = 1; +p.ogrid = omin + (omax - omin)*nodeunif(p.no, 0, 1); + +tmin = 0.25; +tmax = p.thetam; % allow to cover fixed cost +p.tgrid = tmin + (tmax - tmin)*nodeunif(p.nt, 0, 1); + +hmin = 5; % minimum house size +hmax = 40; % maximum house size +p.hgrid = hmin + (hmax - hmin)*nodeunif(p.nh, 0, 1).^1.5; + +ymin = min(p.lambdat)*zgrid(1)*egrid(1); +ymax = max(p.lambdat)*zgrid(end)*egrid(end); + +lmin = -1; % keep it reasonably negative so they know that's a bad state to find yourself in +lmax = 125; +p.lgrid = lmin + (lmax - lmin)*nodeunif(p.nl, 0, 1).^1.5; + +atmin = -p.delta(2)*hmax + (1 + p.rl)*amin; +atmax = (1 + p.rh)*amax; +p.atgrid = atmin + (atmax - atmin)*nodeunif(p.nat, 0, 1).^1.5; + + + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.atgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.atgrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for W functions +swr = gridmake(p.lgrid, p.zgrid); + +svht = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for computing intermediate value function (creier prajit) +svrt = gridmake(p.agrid, p.zgrid, p.egrid); + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + +ind3h = kron((1:1:p.no*p.nt*p.nh*p.nz*p.ne)', ones(p.na, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind3r = kron((1:1: p.nz*p.ne)', ones(p.na, 1)); + + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.nat*p.no*p.nt*p.nh*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.nat*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + +cmaxh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amin); % c that implies a' = amin +cmaxr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amin); + +cminh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amax); % c that implies a' = amax +cminr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amax); + +cmaxh = repmat(cmaxh, p.no*p.nt*p.nh*p.nz, 1); +cmaxr = repmat(cmaxr, p.nz, 1); + +cminh = repmat(cminh, p.no*p.nt*p.nh*p.nz, 1); +cminr = repmat(cminr, p.nz, 1); + + +% Terminal value of bequests + +rlh = interest(svbarh(:,1), p); +rlr = interest(svbarr(:,1), p); + +vbarh(:, p.T + 1) = p.pidelta(1)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(1)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma) + ... + p.pidelta(2)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(2)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); + +vbarr(:, p.T + 1) = p.B*(p.wbar + (1 + rlr).*svbarr(:,1)).^(1 - p.sigma)/(1 - p.sigma); + + +for t = p.T : -1 : 1 + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + At = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + [~, ~, ~, ~, vr(:,t)] = solveh(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', At, Y, znow); + + + % Solve discrete choice problem of housing + + At = svh(:,1); + Y = p.lambdat(t)*svh(:,5).*svh(:,6); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat*p.no*p.nt*p.nh, 1)), p.ne, 1); % index of z in (a, omega, theta, h, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.nat*p.no*p.nt, 1)), p.nz*p.ne, 1); % index of h in (a, omega, theta, h, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.nat*p.no, 1)), p.nh*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, z, e) space for owners + + + [~, ~, ~, ~, vh(:,t)] = solveh(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', At, Y, znow, hnow, tnow); + + % We need to interpolate to calculate the expected value before the delta shocks are realized, but after the z,e shocks are realized + + Vhinterp = griddedInterpolant({p.atgrid, (1: 1:p.no*p.nt*p.nh*p.nz*p.ne)'}, reshape(vh(:, t), p.nat, p.no*p.nt*p.nh*p.nz*p.ne), intmeth, 'linear'); + Vrinterp = griddedInterpolant({p.atgrid, (1: 1: p.nz*p.ne)'}, reshape(vr(:, t), p.nat, p.nz*p.ne), intmeth, 'linear'); + + + % Compute expected value and update vbar + + % 1. Step 1: integrate delta shocks by interpolate value of home and rent (which are functions of atilde) + + vhtemp = p.pidelta(1)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(1)*svht(:, 4), ind3h) + p.pidelta(2)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(2)*svht(:, 4), ind3h); + + vrtemp = Vrinterp((1 + interest(svrt(:,1), p)).*svrt(:,1), ind3r); + + % 2. Step 2: integrate income shocks + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh, Fzz}, vhtemp((i - 1)*p.na*p.no*p.nt*p.nh*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nz)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vrtemp((i - 1)*p.na*p.nz + 1 : i*p.na*p.nz)); + + end + +end + + +simulate diff --git a/42/replication_package/model_replication/Main nu 3 High rm/plot_decisions.m b/42/replication_package/model_replication/Main nu 3 High rm/plot_decisions.m new file mode 100644 index 0000000000000000000000000000000000000000..02ab927bd8e2d145e7c78ec64609d4d42773f27c --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 High rm/plot_decisions.m @@ -0,0 +1,109 @@ + +close all + +t = 185; + +EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +N = 100; + +oind = p.no; onow = oind*ones(N, 1); + +tind = 5; tnow = tind*ones(N, 1); +hind = 2; hnow = hind*ones(N, 1); +zind = 3; znow = zind*ones(N, 1); + +ind2 = sub2ind([p.no, p.nt, p.nh, p.nz], onow, tnow, hnow, znow); + +state = gridmake(nodeunif(N, 0, 2), p.ogrid(oind), p.tgrid(tind), p.hgrid(hind), p.zgrid(zind)); + +cmin = bisect('savings', 1e-13, 1e5, state(:,1), p, 'h', amax); +cmax = bisect('savings', 1e-13, 1e5, state(:,1), p, 'h', amin); + +C = solve_golden('wfunc', cmin, cmax, state, ind2, EVh, p, 'h'); + +[~, Aprime] = savings(C, state, p, 'h'); + + +figure(1) + +subplot(1, 2, 1) +plot(state(:, 1), C); + +title('consumption', 'Interpreter', 'Latex'); +xlabel('$l$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + +subplot(1, 2, 2) +plot(state(:, 1), Aprime); + +title('$a^{\prime}$', 'Interpreter', 'Latex'); +xlabel('$l$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + + + + +% Housing Choice + +eind = 2; + +state = gridmake(nodeunif(N, amin, 5), p.ogrid(oind), p.tgrid(tind), p.hgrid(hind), p.zgrid(zind), p.egrid(eind)); + +Y = p.lambdat(t)*p.zgrid(zind)*p.egrid(eind); +A = state(:,1); + +[Lall, omegaall, thetaall, hall, v, pall, vall] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', A, Y, znow, hnow, tnow); + + + +figure(2) + +subplot(2, 3, 1) +plot(A, pall); +title('prob. each choice', 'Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + +subplot(2, 3, 2) +plot(A, Lall); +title('liquidity','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + +subplot(2, 3, 3) +plot(A, omegaall); +title('$\omega^{\prime}$','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + +subplot(2, 3, 4) +plot(A, thetaall); +title('$\bar{\theta}^{\prime}$','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + + +subplot(2, 3, 5) +plot(A, hall); +title('$h^{\prime}$','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + + +subplot(2, 3, 6) +plot(A, vall); +title('value','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + diff --git a/42/replication_package/model_replication/Main nu 3 High rm/plot_decisions_rate.m b/42/replication_package/model_replication/Main nu 3 High rm/plot_decisions_rate.m new file mode 100644 index 0000000000000000000000000000000000000000..703b309a29407d9602d2c3ad55dc4d13e6e19c9f --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 High rm/plot_decisions_rate.m @@ -0,0 +1,52 @@ + +close all + +% understand value of each option + +t = 75; + +tind = 3; +hind = 5; +rind = 1; +zind = 5; +eind = 2; + +omega = 0.0; + +state = gridmake(nodeunif(100, 0, 3), omega, p.tgrid(tind), p.hgrid(hind), rind, p.zgrid(zind), p.egrid(eind)); + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +ai = state(:,1); +yi = p.lambdat(t)*state(:,6).*state(:,7); + +[li, oi, thi, hi, vi, di, valli] = solveh_rm(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', ai, yi, zind*ones(100, 1), hind*ones(100, 1), tind*ones(100, 1), rind*ones(100, 1)); + +state2 = gridmake(ai + 0.0001, omega, p.tgrid(tind), p.hgrid(hind), rind, p.zgrid(zind), p.egrid(eind)); +ai2 = state2(:,1); + +[~, ~, ~, ~, vi2] = solveh_rm(state2, Whinterp, Wrinterp, p, p.thetay(t), 'h', ai2, yi, zind*ones(100, 1), hind*ones(100, 1), tind*ones(100, 1), rind*ones(100, 1)); + +vprime = (vi2 - vi)./(ai2 - ai); + + + + +figure(3) + +subplot(1, 2, 1) +plot(ai, di); + +title('discrete choice', 'Interpreter', 'Latex'); +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + + +subplot(1, 2, 2) +plot(ai, (valli(:, 1:4) - valli(:, 5))./vprime); + +title('values', 'Interpreter', 'Latex'); +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') diff --git a/42/replication_package/model_replication/Main nu 3 High rm/rouwenhorst.m b/42/replication_package/model_replication/Main nu 3 High rm/rouwenhorst.m new file mode 100644 index 0000000000000000000000000000000000000000..b63dcbaa002c4cdc734110fadee1cd5d36526c07 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 High rm/rouwenhorst.m @@ -0,0 +1,29 @@ +%rouwenhorst.m +% +%[zgrid, P] = rouwenhorst(rho, sigma_eps, n) +% +% rho is the 1st order autocorrelation +% sigma_eps is the standard deviation of the error term +% n is the number of points in the discrete approximation +% +% http://www.karenkopecky.net/rouwenhorst.m + +function [zgrid, P] = rouwenhorst(rho,sigma_eps,n) + +mu_eps = 0; + +q = (rho+1)/2; +nu = ((n-1)/(1-rho^2))^(1/2) * sigma_eps; + +P = [q 1-q;1-q q]; + + +for i=2:n-1 + P = q*[P zeros(i,1);zeros(1,i+1)] + (1-q)*[zeros(i,1) P;zeros(1,i+1)] + ... + (1-q)*[zeros(1,i+1); P zeros(i,1)] + q*[zeros(1,i+1); zeros(i,1) P]; + P(2:i,:) = P(2:i,:)/2; +end + +zgrid = linspace(mu_eps/(1-rho)-nu,mu_eps/(1-rho)+nu,n); + + diff --git a/42/replication_package/model_replication/Main nu 3 High rm/savings.m b/42/replication_package/model_replication/Main nu 3 High rm/savings.m new file mode 100644 index 0000000000000000000000000000000000000000..a433768aa318702a363a57e6ddfebfcd6a4669ac --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 High rm/savings.m @@ -0,0 +1,23 @@ +function [Dist, Aprime] = savings(C, s, p, type, bnd) + +% gives A' for a given level of consumption + +if strcmp(type, 'h') + + Aprime = s(:,1) + p.phi^(1 + 1/p.gamma).*C.^(-p.sigma/p.gamma) - C; + +else + + Aprime = s(:,1) + p.phi^(1 + 1/p.gamma).*C.^(-p.sigma/p.gamma) - (1 + p.alpha^(1/p.sigma)*p.R^(1 - 1/p.sigma)).*C; + +end + +if nargin == 5 + + Dist = Aprime - bnd; + +else + + Dist = []; + +end \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 High rm/simulate.m b/42/replication_package/model_replication/Main nu 3 High rm/simulate.m new file mode 100644 index 0000000000000000000000000000000000000000..24e63ec69d92d851dca64c62290b3bc520ffcc5a --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 High rm/simulate.m @@ -0,0 +1,733 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +N = 25000; +T = p.T; + +A = zeros(2*N, T + 1); % Liquid Assets +O = zeros(2*N, T + 1); % fraction of loan outstanding +Th = zeros(2*N, T + 1); % initial mortgage size +H = zeros(2*N, T + 1); % house size + +C = zeros(2*N, T); % consumption +L = zeros(2*N, T); % liquidity after making housing choice +D = zeros(2*N, T); % discrete choice: 1 ... 5 +Y = zeros(2*N, T); % income +V = zeros(2*N, T); % value function + +Pall = zeros(2*N, 5, T); +Vall = zeros(2*N, 5, T); + +Mind = zeros(2*N, T + 1); % number of your mortgage (1, 2, 3, ...) +Hind = zeros(2*N, T + 1); % number of your house (1, 2, 3) +Curt = zeros(2*N, T); % indicator for whether curtail mortgage + +% First simulate history of shocks to income + +rng(100); + +Z = zeros(2*N, T); +E = zeros(2*N, T); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + +Fzcum = [0; cumsum(Fz)]; % cumulative ergodic for initial conditions +[~, bin] = histc(unif, Fzcum); % bin is the index of initial draw of z + +Z(:,1) = bin; + +unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + +Fecum = [0; cumsum(we)]; % cumulative ergodic for transitory shock +[~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + +E(:,1) = bin; + +Y(:,1) = p.lambdat(1)*p.zgrid(Z(:,1)).*p.egrid(E(:,1)); + + +for t = 2 : T + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Z(:,t-1), :), 2)]; + + Z(:,t) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + E(:,t) = bin; + + Y(:,t) = p.lambdat(t)*p.zgrid(Z(:,t)).*p.egrid(E(:,t)); + +end + +U = rand(2*N, T); % random variable that determines choice probability (adjustment cost) + +Delta = rand(2*N, T); % random variable that determines maintenance shock + +Delta = p.delta(1)*(Delta <= p.pidelta(1)) + p.delta(2)*(Delta > p.pidelta(1)); + + +% period 1 all are renters with 0 wealth + +t = 1; + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +state = (1 + interest(A(:, t), p)).*A(:,t); % others irrelevant here + +[Lall, Oall, Thall, Hall, V(:,t), Pall(:, 1: 3, t), Vall(:, 1 : 3, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'r', state(:,1), Y(:, t), Z(:, t)); + +Pcum = [zeros(2*N, 1), cumsum(Pall(:, 1: 3, t), 2)]; + +unif = rand(2*N, 1); + +D(:, t) = ((unif < Pcum(:, 2:end)).*(unif >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + +ind = sub2ind([2*N, 3], (1 : 1 : 2*N)', D(:,t)); + +L(:, t) = Lall(ind); +O(:, t + 1) = Oall(ind); +Th(:, t + 1) = Thall(ind); +H(:, t + 1) = Hall(ind); + + +% Find consumption + +rent = H(:, t + 1) == 0; + +Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, t), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); +Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, t), p.nl, p.nz), intmeth, 'linear'); + +cmin = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amax); % c that implies a' = amin +cmax = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amin); % c that implies a' = amin + +C(rent, t) = max(min(Crint(L(rent, t), p.zgrid(Z(rent, t))), cmax), cmin); + +[~, A(rent, t+1)] = savings(C(rent,t), L(rent, t), p, 'r'); % none of the other state variables matter + +cmin = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amax); % c that implies a' = amin +cmax = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amin); % c that implies a' = amin + +C(~rent,t) = max(min(Chint(L(~rent, t), O(~rent, t+1), Th(~rent, t+1), H(~rent, t+1), p.zgrid(Z(~rent, t))), cmax), cmin); + +[~, A(~rent, t+1)] = savings(C(~rent,t), L(~rent,t), p, 'h'); + + +Hind(:, t + 1) = D(:, t) > 1; +Mind(:, t + 1) = D(:, t) == 3; + +for t = 2 : T + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + rent = H(:, t) == 0; + + % Renters + + state = (1 + interest(A(rent, t), p)).*A(rent, t); % others don't matter directly + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, V(rent,t), Pall(rent, 1 : 3, t), Vall(rent, 1 : 3, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'r', state(:,1), Y(rent, t), Z(rent, t)); + + Pcum = [zeros(ntemp, 1), cumsum(Pall(rent, 1 : 3, t), 2)]; + + D(rent, t) = ((U(rent, t) < Pcum(:, 2:end)).*(U(rent, t) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', D(rent, t)); + + L(rent, t) = Lall(ind); + O(rent, t + 1) = Oall(ind); + Th(rent, t + 1) = Thall(ind); + H(rent, t + 1) = Hall(ind); + + Hind(rent, t + 1) = Hind(rent, t) + (D(rent, t) > 1); + Mind(rent, t + 1) = Mind(rent, t) + (D(rent, t) == 3); + + % Homeowners + + ntemp = numel(find(~rent)); + + state = [(1 + interest(A(~rent, t), p)).*A(~rent, t) - Delta(~rent, t).*H(~rent, t), O(~rent, t), Th(~rent, t), H(~rent, t)]; % others don't matter directly + + hind = lookup1(p.hgrid, H(~rent, t), 1); + tind = lookup1(p.tgrid, Th(~rent, t), 1); + + [Lall, Oall, Thall, Hall, V(~rent,t), Pall(~rent, :, t), Vall(~rent, :, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', state(:,1), Y(~rent, t), Z(~rent, t), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pall(~rent, :, t), 2)]; + + D(~rent, t) = ((U(~rent, t) < Pcum(:, 2:end)).*(U(~rent, t) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', D(~rent, t)); + + L(~rent, t) = Lall(ind); + O(~rent, t + 1) = Oall(ind); + Th(~rent, t + 1) = Thall(ind); + H(~rent, t + 1) = Hall(ind); + + Hind(~rent, t + 1) = Hind(~rent, t) + (D(~rent, t) == 2 | D(~rent, t) == 3); + Mind(~rent, t + 1) = Mind(~rent, t) + (D(~rent, t) == 3 | D(~rent, t) == 4); + + Curt(~rent, t + 1) = (Curt(~rent, t) == 1 | (O(~rent, t+1) <= (1 + p.rm)*O(~rent, t) - p.mbar - 1e-5)) & (D(~rent, t) == 5) & (O(~rent, t+1) > 0); + + + % Find consumption + + rent = H(:, t + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, t), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, t), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amin); % c that implies a' = amin + + C(rent, t) = max(min(Crint(L(rent, t), p.zgrid(Z(rent, t))), cmax), cmin); + + [~, A(rent, t+1)] = savings(C(rent,t), L(rent, t), p, 'r'); % none of the other state variables matter + + cmin = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amin); % c that implies a' = amin + + C(~rent,t) = max(min(Chint(L(~rent, t), O(~rent, t+1), Th(~rent, t+1), H(~rent, t+1), p.zgrid(Z(~rent, t))), cmax), cmin); + + [~, A(~rent, t+1)] = savings(C(~rent,t), L(~rent,t), p, 'h'); + + +end + +Asave = A; +Osave = O; +Thsave = Th; +Hsave = H; +Csave = C; +Lsave = L; +Dsave = D; +Ysave = Y; +Zsave = Z; +Esave = E; +Vsave = V; +Pallsave = Pall; +Vallsave = Vall; +Usave = U; +Deltasave = Delta; + + +%{ + +figure(2) + +id = 1; + +subplot(2,2,1), plot([C(id, 1 : p.T)', Y(id, 1 : p.T)']); +title('Consumption and Income', 'Interpreter','Latex'); +h = legend('consumption', 'income'); +set(gca, 'ygrid', 'on') +set(h,'Interpreter','latex'); + + +subplot(2,2,2), plot([A(id, 1 : p.T + 1)', H(id, 1 : p.T + 1)'.*(1 - O(id, 1 : p.T + 1)'.*Th(id, 1 : p.T + 1)')]); +title('Wealth', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') +h = legend('liquid', 'illiquid'); +set(h,'Interpreter','latex'); + +subplot(2,2,3), plot([H(id, 2 : p.T + 1)', (p.R/p.alpha)^(-1/p.sigma)*C(id, :)']) +title('Housing', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +subplot(2,2,4), plot(O(id, 1 : p.T + 1)'.*Th(id, 1 : p.T + 1)') +title('LTV', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + + + +figure(3) + +subplot(2,2,1), plot([mean(C(:, 1 : p.T))', mean(Y(:, 1 : p.T))']); +title('Consumption and Income', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +legend('consumption', 'income') +set(gca, 'ygrid', 'on') + +subplot(2,2,2), plot([mean(A)', mean(H.*(1 - Th.*O))']); +title('Wealth', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') +h = legend('liquid', 'illiquid'); +set(h,'Interpreter','latex'); + +subplot(2,2,3), plot([mean(H)']); +title('Housing Stock', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +subplot(2,2,4), plot([mean(Th.*H.*O)'./mean(H)']); +title('LTV', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +%} + +W = A + H.*(1 - Th.*O); +Debt = H.*Th.*O; +Yh = p.phi^(1 + 1/p.gamma)*C.^(-p.sigma/p.gamma); % home production +Rent = p.R*(p.R/p.alpha)^(-1/p.sigma)*C.*(H(:, 2:end) == 0); + + +% LTVtilde = zeros(size(Debttilde)); +% LTVtilde(H > 0) = Debttilde(H>0)./H(H>0); + +thetagrid = lookup1(p.tgrid, Th(:, 2:end), 1); +htemp = H(:, 2: end); + +% PTItilde = p.mbar*Debttilde(:, 2:end)./Y; + +newloan = D == 3 | D == 4; +LTVbinds = Th(:, 2:end) == p.thetam & newloan; + +PTIuncon = zeros(2*N, T); + +uncon = newloan & thetagrid < 5; + +PTIuncon(uncon) = p.mbar*p.tgrid(thetagrid(uncon) + 1).*htemp(uncon)./Y(uncon); + +PTIbinds = PTIuncon > p.thetay' & ~LTVbinds; + +fractatLTV = mean(LTVbinds(newloan)); +fractatPTI = mean(PTIbinds(newloan)); + +% fprintf('\n') +% fprintf('Fraction constrained by: 1. LTV, 2. PTI, 3. unconst = %9.2f %9.2f %9.2f\n', [fractatLTV, fractatPTI, 1 - fractatLTV - fractatPTI]); +% fprintf('\n') + +%{ + +% Check aggregate resource constraint +% transaction costs: + +Debttilde = zeros(2*N, T + 1); +Debttilde(H > 0) = (Debt(H > 0) - p.F0m)./(1 + p.F1m); + + +Ftrans = (H(:, 1 : end - 1) == 0).*(D == 3).*(p.F0m + p.F1m*Debttilde(:, 2:end)) + ... % mortgage origination cost for renters + (H(:, 1 : end - 1) > 0).*(D <= 3).*(p.Fs*H(:, 1 : end - 1)) + ... % house selling costs for homeowners + (H(:, 1 : end - 1) > 0).*(D == 3 | D == 4).*(p.F0m + p.F1m*Debttilde(:, 2:end)); % mortgage origination cost for homeowners + +t = 1:T; + +rl = interest(A(:, t), p); + +err_agg = norm(vec(C(:,t) + H(:, t+1) + A(:, t+1) + (1 + p.rm)*Debt(:, t) + Rent(:,t) - Yh(:,t) - Y(:,t) - (1 + rl).*A(:, t) - H(:, t).*(1 - Delta(:,t)) - Debt(:, t+1) + Ftrans(:,t))); + +fprintf('Err in Agg Resource Constr = %9.2e \n', err_agg); +%} + +fsell = mean(vec(D <= 3 & H(:, 1 : end-1) > 0))/ mean(vec(H(:, 1 : end-1) > 0))*4; +fmortg = mean(vec(Th(:,1:end-1).*O(:,1:end-1) > 0 & H(:, 1 : end-1) > 0)) / mean(vec(H(:, 1 : end-1) > 0)); + +agewealthratio = mean(vec(W(:, 41*4 + 1 : end))) / mean(vec(W(:, 2 : 41*4))); + +reqpayment = p.mbar*Th(:, 1:end - 1).*H(:, 1:end - 1).*(O(:, 1:end - 1) > 0).*(D == 5); +actpayment = ((1 + p.rm)*Debt(:, 1 : end - 1) - Debt(:, 2 : end)).*(D == 5); + +fcurtail = sum(vec(D == 5) & vec(O(:, 1:end-1) > 0) & vec(Curt(:, 1:end - 1) > 0))/sum(vec(D == 5) & vec(O(:, 1:end-1) > 0)); + +PTI = reqpayment(reqpayment > 0)./Y(reqpayment > 0); + +HY = H(:, 2:end)./Y/4; + +Age = zeros(2*N, T); % mortgage age + +for t = 2 : T + + Age(:,t) = (Age(:,t-1) + 1/4).*(Age(:,t-1) > 0 & D(:,t) == 5) + 1/4.*(D(:,t) == 3 | D(:,t) == 4); + +end + +Age = Age - 1/4; + +Age = floor(Age); + +LTV = O.*Th; + + +% Let's compute refinance statistics the way Denis did in PSID data (imagine we track people every 2 years) + + +dates = 5 : 8 : p.T; % interview dates: Jan 1 1999, Jan 1 2001, Jan 1 2003 ... + +Ya = zeros(2*N, numel(dates) - 1); % annual income: 1998, 2000, 2002 +Ra = zeros(2*N, numel(dates) - 1); % refinance between 1998-2000, 2000-2002 ... +Na = zeros(2*N, numel(dates) - 1); % eligible to be counted as refinancer +Aa = zeros(2*N, numel(dates) - 1); % liquid assets at the time of the interview +Ha = zeros(2*N, numel(dates) - 1); % house value at interview +LTVa = zeros(2*N, numel(dates) - 1); % LTV at interview +dLTVa = zeros(2*N, numel(dates) - 1); % change in LTV + +for i = 1 : numel(dates) - 1 + +Ya(:, i) = sum(Y(:, dates(i) - 4 : 1 : dates(i) - 1), 2); + +Ra(:, i) = LTV(:, dates(i + 1)) > 1.05*LTV(:, dates(i)) & Hind(:, dates(i+1)) == Hind(:, dates(i)) & LTV(:, dates(i)) > 0 & H(:, dates(i)) > 0; +Na(:, i) = Hind(:, dates(i+1)) == Hind(:, dates(i)) & LTV(:, dates(i)) > 0 & H(:, dates(i)) > 0; + +Aa(:, i) = A(:, dates(i)); +Ha(:, i) = H(:, dates(i)); +LTVa(:, i) = LTV(:, dates(i)); +dLTVa(:, i) = LTV(:, dates(i + 1)) - LTV(:, dates(i)); + + +end + +AYa = Aa./Ya; +AWa = Aa./(Aa + (1 - LTVa).*Ha); +AWa(isnan(AWa)) = 0; + + +fextract = sum(Ra(:) > 0 & Na(:) > 0)/sum(Na(:) > 0); +medextract = median(dLTVa(Ra(:) > 0 & Na(:) > 0)./LTVa(Ra(:) > 0 & Na(:) > 0)); +meanextract = mean(dLTVa(Ra(:) > 0 & Na(:) > 0)./LTVa(Ra(:) > 0 & Na(:) > 0)); +meddLTV = median(dLTVa(Ra(:) > 0 & Na(:) > 0)); +meandLTV = mean(dLTVa(Ra(:) > 0 & Na(:) > 0)); + +AWrefimean = mean(AWa(Ra == 1 & Na == 1)); +AWinacmean = mean(AWa(Ra == 0 & Na == 1)); +AYrefimean = mean(AYa(Ra == 1 & Na == 1)); +AYinacmean = mean(AYa(Ra == 0 & Na == 1)); + + +AWrefimed = median(AWa(Ra == 1 & Na == 1)); +AWinacmed = median(AWa(Ra == 0 & Na == 1)); +AYrefimed = median(AYa(Ra == 1 & Na == 1)); +AYinacmed = median(AYa(Ra == 0 & Na == 1)); + + + + +LTV = LTV(:, 2:end); + + +moment_model = zeros(57, 1); + +moment_model(1) = mean(vec(H(:, 2 : end) > 0)); +moment_model(2) = mean(vec(W(:, 2 : end))) /mean(vec(Y))/4; +moment_model(3) = mean(vec(H(:, 2 : end))) /mean(vec(Y))/4; +moment_model(4) = mean(vec(Debt(:, 2 : end))) /mean(vec(Y))/4; +moment_model(5) = mean(vec(A(:, 2 : end))) /mean(vec(Y))/4; +moment_model(6) = median(vec(A(:, 2 : end))) /mean(vec(Y))/4; + +moment_model(7) = mean(A(H > 0)) /mean(vec(Y))/4; +moment_model(8) = median(A(H > 0)) /mean(vec(Y))/4; + +moment_model(9) = mean(vec(A(:,2:end) <= 0)); +moment_model(10) = mean(vec(A(:,2:end) <= 4/26*Y)); % HTM with liquid assets < 2 weeks +moment_model(11) = sum(vec(A(:,2:end) <= 0) & vec(H(:, 2:end) > 0))/sum(vec(H(:, 2:end) > 0)); +moment_model(12) = sum(vec(A(:,2:end) <= 4/26*Y) & vec(H(:, 2:end) > 0))/sum(vec(H(:, 2:end) > 0)); + +moment_model(13) = fextract; +moment_model(14) = mean(vec(Yh))/mean(vec(C)); +moment_model(15) = agewealthratio; + +moment_model(16) = fcurtail; +moment_model(17) = fsell; +moment_model(18) = fmortg; +moment_model(19) = medextract; +moment_model(20) = meddLTV; + + +moment_model(21 : 25) = prctile(vec(A(:, 2 : end)), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(26 : 30) = prctile(A(H == 0), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(31 : 35) = prctile(A(H > 0), [10; 25; 50; 75; 90])/mean(vec(Y))/4; + +hpgrowth = 0.00; + +moment_model(36 : 40) = prctile(LTV(LTV > 0)./(1 + hpgrowth).^(Age(LTV > 0) - 1), [10; 25; 50; 75; 90]); + + +moment_model(41 : 45) = prctile((1 - Th(H > 0).*O(H > 0)).*H(H > 0)./W(H > 0), [10; 25; 50; 75; 90]); +moment_model(46 : 50) = prctile(vec(W(:,2:end)), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(51 : 55) = prctile(PTI, [10; 25; 50; 75; 90]); +moment_model(56 : 60) = prctile(HY(HY > 0), [10; 25; 50; 75; 90]); +moment_model(61 : 65) = prctile(Age(Age >=0 & LTV > 0), [10; 25; 50; 75; 90]); + +moment_model(66) = AWrefimean; +moment_model(67) = AWinacmean; +moment_model(68) = AYrefimean; +moment_model(69) = AYinacmean; +moment_model(70) = AWrefimed; +moment_model(71) = AWinacmed; +moment_model(72) = AYrefimed; +moment_model(73) = AYinacmed; + + +moment_data = [0.64; 1.45; 1.82; 0.83; 0.46; 0.07; 0.53; 0.15; 0.26; 0.41; 0.20; 0.32; 0.15; 0.23; 2.00; 0.22; 0.044; 0.71; 0.24; 0.11; + -0.04; 0; 0.07; 0.48; 1.50; -0.05; 0; 0.01; 0.15; 1; -0.04; 0.01; 0.15; 0.68; 1.69; + 0.18; 0.39; 0.62; 0.77; 0.88; 0.36; 0.64; 0.87; 0.99; 1.04; 0; 0.04; 0.73; 2.34; 3.94; + 0.05; 0.08; 0.11; 0.17; 0.24; 1.02; 1.62; 2.48; 3.78; 6.43; 0; 1; 3; 6; 10; + 0.09; 0.21; 0.34; 1.39; 0.04; 0.16; 0.03; 0.18]; + + + +clc + +fprintf('\n') +fprintf('Left Column: Model, Right Column: Data\n') +fprintf('\n') +fprintf('Table 11, A. Moments Used in Calibration \n') + +fprintf('\n') +fprintf('I. Aggregate Moments\n') + +fprintf('\n') +fprintf('fraction homeowners = %9.2f %9.2f\n', [moment_model(1), moment_data(1)]); +fprintf('wealth to income = %9.2f %9.2f\n', [moment_model(2), moment_data(2)]); +fprintf('housing to income = %9.2f %9.2f\n', [moment_model(3), moment_data(3)]); +fprintf('mortgage debt to income = %9.2f %9.2f\n', [moment_model(4), moment_data(4)]); +fprintf('mean liquid assets to income = %9.2f %9.2f\n', [moment_model(5), moment_data(5)]); +fprintf('fraction borrowers who extract = %9.2f %9.2f\n', [round(moment_model(13)/2*100)/100, round(moment_data(13)/2*100)/100]); + +fprintf('\n') +fprintf('\n') +fprintf('II. Distribution of Liquid Assets\n') + +fprintf('\n') +fprintf('\n') +fprintf('10th pctile = %9.2f %9.2f\n', [moment_model(21), moment_data(21)]); +fprintf('25th pctile = %9.2f %9.2f\n', [moment_model(22), moment_data(22)]); +fprintf('50th pctile = %9.2f %9.2f\n', [moment_model(23), moment_data(23)]); +fprintf('75th pctile = %9.2f %9.2f\n', [moment_model(24), moment_data(24)]); +fprintf('90th pctile = %9.2f %9.2f\n', [moment_model(25), moment_data(25)]); +fprintf('\n') + + + +% if printr +% fprintf('\n') +% fprintf('\n') +% fprintf('Homeownership Rate = %9.2f %9.2f\n', [moment_model(1), moment_data(1)]); +% fprintf('Aggregate Wealth to Income = %9.2f %9.2f\n', [moment_model(2), moment_data(2)]); +% fprintf('Aggregate Housing to Income = %9.2f %9.2f\n', [moment_model(3), moment_data(3)]); +% fprintf('Aggregate Debt to Income = %9.2f %9.2f\n', [moment_model(4), moment_data(4)]); +% +% fprintf('\n') +% fprintf('Aggregate Liquid assets to Income = %9.2f %9.2f\n', [moment_model(5), moment_data(5)]); +% fprintf('Median Liquid assets to Income = %9.2f %9.2f\n', [moment_model(6), moment_data(6)]); +% fprintf('Mean Liquid assets to Income Owners = %9.2f %9.2f\n', [moment_model(7), moment_data(7)]); +% fprintf('Median Liquid assets to Income Owners = %9.2f %9.2f\n', [moment_model(8), moment_data(8)]); +% +% fprintf('\n') +% fprintf('Fraction HTM (A <= 0) = %9.2f %9.2f\n', [moment_model(9), moment_data(9)]); +% fprintf('Fraction HTM (A <= 1/26 income) = %9.2f %9.2f\n', [moment_model(10), moment_data(10)]); +% fprintf('Fraction HTM (A <= 0) Owners = %9.2f %9.2f\n', [moment_model(11), moment_data(11)]); +% fprintf('Fraction HTM (A <= 1/26 income) Owners = %9.2f %9.2f\n', [moment_model(12), moment_data(12)]); +% +% fprintf('\n') +% +% fprintf('Fraction of Borrowers who extract last 2 years = %9.2f %9.2f\n', [moment_model(13), moment_data(13)]); +% fprintf('Non-Market Production to Consumption = %9.2f %9.2f\n', [moment_model(14), moment_data(14)]); +% fprintf('Mean wealth retirees / workers = %9.2f %9.2f\n', [moment_model(15), moment_data(15)]); +% fprintf('\n') +% fprintf('\n') +% +% fprintf('\n') +% fprintf('Fraction of Borrowers Ahead on Payments = %9.2f %9.2f\n', [moment_model(16), moment_data(16)]); +% fprintf('Fraction of Homeowners who sell = %9.2f %9.2f\n', [moment_model(17), moment_data(17)]); +% fprintf('Fraction of Homeowners with mortgage = %9.2f %9.2f\n', [moment_model(18), moment_data(18)]); +% fprintf('Median increase in balance extract = %9.2f %9.2f\n', [moment_model(19), moment_data(19)]); +% fprintf('Median increase in LTV extract = %9.2f %9.2f\n', [moment_model(20), moment_data(20)]); +% +% fprintf('\n') +% +% fprintf('10 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(21), moment_data(21)]); +% fprintf('25 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(22), moment_data(22)]); +% fprintf('50 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(23), moment_data(23)]); +% fprintf('75 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(24), moment_data(24)]); +% fprintf('90 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(25), moment_data(25)]); +% fprintf('\n') +% fprintf('10 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(26), moment_data(26)]); +% fprintf('25 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(27), moment_data(27)]); +% fprintf('50 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(28), moment_data(28)]); +% fprintf('75 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(29), moment_data(29)]); +% fprintf('90 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(30), moment_data(30)]); +% fprintf('\n') +% fprintf('10 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(31), moment_data(31)]); +% fprintf('25 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(32), moment_data(32)]); +% fprintf('50 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(33), moment_data(33)]); +% fprintf('75 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(34), moment_data(34)]); +% fprintf('90 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(35), moment_data(35)]); +% +% +% fprintf('\n') +% +% fprintf('10 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(36), moment_data(36)]); +% fprintf('25 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(37), moment_data(37)]); +% fprintf('50 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(38), moment_data(38)]); +% fprintf('75 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(39), moment_data(39)]); +% fprintf('90 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(40), moment_data(40)]); +% fprintf('\n') +% fprintf('10 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(41), moment_data(41)]); +% fprintf('25 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(42), moment_data(42)]); +% fprintf('50 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(43), moment_data(43)]); +% fprintf('75 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(44), moment_data(44)]); +% fprintf('90 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(45), moment_data(45)]); +% fprintf('\n') +% fprintf('10 pctile Wealth = %9.2f %9.2f\n', [moment_model(46), moment_data(46)]); +% fprintf('25 pctile Wealth = %9.2f %9.2f\n', [moment_model(47), moment_data(47)]); +% fprintf('50 pctile Wealth = %9.2f %9.2f\n', [moment_model(48), moment_data(48)]); +% fprintf('75 pctile Wealth = %9.2f %9.2f\n', [moment_model(49), moment_data(49)]); +% fprintf('90 pctile Wealth = %9.2f %9.2f\n', [moment_model(50), moment_data(50)]); +% fprintf('\n') +% fprintf('10 pctile PTI = %9.2f %9.2f\n', [moment_model(51), moment_data(51)]); +% fprintf('25 pctile PTI = %9.2f %9.2f\n', [moment_model(52), moment_data(52)]); +% fprintf('50 pctile PTI = %9.2f %9.2f\n', [moment_model(53), moment_data(53)]); +% fprintf('75 pctile PTI = %9.2f %9.2f\n', [moment_model(54), moment_data(54)]); +% fprintf('90 pctile PTI = %9.2f %9.2f\n', [moment_model(55), moment_data(55)]); +% fprintf('\n') +% fprintf('10 pctile housing to income = %9.2f %9.2f\n', [moment_model(56), moment_data(56)]); +% fprintf('25 pctile housing to income = %9.2f %9.2f\n', [moment_model(57), moment_data(57)]); +% fprintf('50 pctile housing to income = %9.2f %9.2f\n', [moment_model(58), moment_data(58)]); +% fprintf('75 pctile housing to income = %9.2f %9.2f\n', [moment_model(59), moment_data(59)]); +% fprintf('90 pctile housing to income = %9.2f %9.2f\n', [moment_model(60), moment_data(60)]); +% fprintf('\n') +% fprintf('10 pctile mortgage age = %9.0f %9.0f\n', [moment_model(61), moment_data(61)]); +% fprintf('25 pctile mortgage age = %9.0f %9.0f\n', [moment_model(62), moment_data(62)]); +% fprintf('50 pctile mortgage age = %9.0f %9.0f\n', [moment_model(63), moment_data(63)]); +% fprintf('75 pctile mortgage age = %9.0f %9.0f\n', [moment_model(64), moment_data(64)]); +% fprintf('90 pctile mortgage age = %9.0f %9.0f\n', [moment_model(65), moment_data(65)]); +% fprintf('\n') +% fprintf(' Mean Liquid Assets to Wealth: Refi = %9.2f %9.2f\n', [moment_model(66), moment_data(66)]); +% fprintf(' Mean Liquid Assets to Wealth: Dont = %9.2f %9.2f\n', [moment_model(67), moment_data(67)]); +% %fprintf(' Mean Liquid Assets to Income: Refi = %9.2f %9.2f\n', [moment_model(68), moment_data(68)]); +% %fprintf(' Mean Liquid Assets to Income: Dont = %9.2f %9.2f\n', [moment_model(69), moment_data(69)]); +% fprintf('Median Liquid Assets to Wealth: Refi = %9.2f %9.2f\n', [moment_model(70), moment_data(70)]); +% fprintf('Median Liquid Assets to Wealth: Dont = %9.2f %9.2f\n', [moment_model(71), moment_data(71)]); +% %fprintf('Median Liquid Assets to Income: Refi = %9.2f %9.2f\n', [moment_model(72), moment_data(72)]); +% %fprintf('Median Liquid Assets to Income: Dont = %9.2f %9.2f\n', [moment_model(73), moment_data(73)]); +% +% % Calculate life time value +% +% Hs = H(:, 2 : p.T + 1).*(H(:, 2 : p.T + 1) > 0) + (p.R/p.alpha)^(-1/p.sigma)*C.*(H(:, 2 : p.T + 1) == 0); +% +% U = C.^(1 - p.sigma)/(1 - p.sigma) + p.alpha*Hs.^(1 - p.sigma)/(1 - p.sigma) - p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*C.^(-p.sigma*(1 + 1/p.gamma)); +% +% rl = 1./(1 + exp(-p.r1*(A(:,p.T+1) - p.r2)))*(p.rh - p.rl) + p.rl; +% +% V = sum(p.beta.^(0 : 1 : p.T - 1).*U, 2) + p.beta^p.T*p.B*(p.wbar + (1 + p.rl)*A(:,p.T+1) + (1 - p.Fs - (1 + p.rm)*O(:,p.T+1).*Th(:,p.T+1)).*H(:,p.T+1)).^(1 - p.sigma)/(1 - p.sigma); +% +% V = ((1 - p.sigma)*(1 - p.beta)/(1 - p.beta^p.T)*mean(V))^(1/(1 - p.sigma)); +% +% fprintf('\n') +% fprintf('Life Time Value, CEV = %9.4f \n', V); +% +% end +% +% weights = zeros(numel(moment_data), 1); +% +% weights(1) = 10; +% weights(2 : 8) = 1; +% weights(5 : 6) = 10; % mean/median liquid assets +% weights(10) = 1; +% weights(12) = 1; +% weights(13) = 20; +% weights(14:15) = 1; +% weights(35) = 1; +% +% +% weights = weights/sum(weights); +% +% err_mom = (moment_model - moment_data)./(1 + moment_data); +% err_mom = (weights'*err_mom.^2).^(1/2); +% +% if exist('x', 'var') +% +% fprintf('%5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f \n', [x(:)', err_mom]); +% +% else +% +% fprintf('\n'); +% fprintf('value of objective = %5.6f \n', err_mom); +% fprintf('\n'); +% +% end +% +% +% +% if 1 % plot life-cycle facts +% +% Hage = zeros(12, 1); +% Wage = zeros(12, 1); +% Yage = zeros(12, 1); +% Dage = zeros(12, 1); +% +% +% for i = 1 : 12 +% +% Hage(i) = mean(vec(H(:, 1 + (i - 1)*20 + 1 : i*20))); % end of period +% Wage(i) = mean(vec(W(:, 1 + (i - 1)*20 + 1 : i*20))); +% Yage(i) = mean(vec(Y(:, (i - 1)*20 + 1 : i*20)))*4; +% Dage(i) = mean(vec(Debt(:, 1 + (i - 1)*20 + 1 : i*20))); +% +% end +% +% Hagedata = [1.1087; 1.4087; 1.4763; 1.9266; 2.0235; 2.4097; 2.4357; 2.1536; 2.1235; 2.2089; 1.9586; 1.6400]; +% Wagedata = [0.6662; 0.8185; 0.8671; 1.2850; 1.4026; 1.7998; 2.0514; 2.1628; 2.2489; 2.6734; 2.6458; 2.4242]; +% Dagedata = [0.7153; 0.9609; 0.9500; 1.0210; 1.0908; 1.0429; 0.8714; 0.6650; 0.5929; 0.2739; 0.1116; 0.1019]; +% Yagedata = [0.9588; 0.9789; 1.0230; 1.0682; 1.0930; 1.2830; 1.0935; 0.9195; 0.9010; 0.6512; 0.6091; 0.7702]; +% +% Aage = Wage - (Hage - Dage); +% Aagedata = Wagedata - (Hagedata - Dagedata); +% +% close all +% +% figure(1) +% +% set(gcf,'DefaultLineLineWidth', 3); +% subplot(2,2,1); +% plot((27.5:5:82.5)', [Yagedata/mean(Yagedata), Yage/mean(Yage)]); +% set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) +% set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') +% xlabel('age', 'Interpreter','latex'); +% title('A. Income', 'Interpreter','latex'); +% xlim([25, 85]); +% +% subplot(2,2,2); +% plot((27.5:5:82.5)', [Wagedata./Yagedata, Wage./Yage]); +% set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) +% set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') +% xlabel('age', 'Interpreter','latex'); +% title('B. Wealth to Income', 'Interpreter','latex'); +% xlim([25, 85]); +% +% subplot(2,2,3); +% plot((27.5:5:82.5)', [Hagedata./Yagedata, Hage./Yage]); +% set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) +% set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') +% xlabel('age', 'Interpreter','latex'); +% title('C. Housing to Income', 'Interpreter','latex'); +% xlim([25, 85]); +% +% subplot(2,2,4); +% plot((27.5:5:82.5)', [(Hagedata - Dagedata)./Yagedata, (Hage - Dage)./Yage]); +% set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) +% set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') +% xlabel('age', 'Interpreter','latex'); +% title('D. Housing Wealth to Income', 'Interpreter','latex'); +% xlim([25, 85]); +% +% end diff --git a/42/replication_package/model_replication/Main nu 3 High rm/simulate_ganong.m b/42/replication_package/model_replication/Main nu 3 High rm/simulate_ganong.m new file mode 100644 index 0000000000000000000000000000000000000000..0a4883c77b7b67817a8a39f06fd8b557e6c2c384 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 High rm/simulate_ganong.m @@ -0,0 +1,608 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 5; + +% Without intervention + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:, 1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:, 1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); +Rt = zeros(S, 1); +MPRt = zeros(S, 1); % Beraja-Hurst propensity to refinance: amount of newly refinanced mortgages / outstanding stock of all existing mortgages +Emt = zeros(S, 1); % median equity (1 - LTV) for borrowers + + + +for time = 1 : S + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + Rt(time) = mean(vec(Dsim(:, :, time) == 4 & Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0))/mean(vec(Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0)); + +end + + +% With intervention + +start_new; + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = zeros(2*N, T, S); + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +Rcsim = zeros(2*N, T, S + 1); + +Rcsim(:, :, 1 : 2) = 1; + +Ocsim(:, :, 2) = Osim(:,:,2); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + + rent = Hcsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time), Rcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + rind = state(:, 5); % made this state variable an index (1, 2), or else doesn't respect monotonicity + + ntemp = numel(find(~rent)); + + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind, rind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + inactive = Dcsim(:, initage, time) == 5; + + Rcsim(:, initage, time + 1) = Rcsim(:, initage, time).*inactive + p.nr.*(1 - inactive); + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nr, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), Rcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Yct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); +Rct = zeros(S, 1); + +for time = 1 : S + + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)).*Hcsim(:, :, time))); + Rct(time) = mean(vec(Dcsim(:, :, time) == 4 & Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0))/mean(vec(Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0)); + +end + + + + +% Next, simulate Ganong-Noel Experiment + + +Agsim = Asim; +Ogsim = Osim; +Thgsim = Thsim; +Hgsim = Hsim; + +Cgsim = Csim; +Lgsim = Lsim; +Dgsim = Dsim; + +Vgsim = zeros(2*N, T, S); + +Pallgsim = Pallsim; +Vallgsim = Vallsim; + +Rgsim = zeros(2*N, T, S + 1); + +Rgsim(:, :, 1 : 2) = 1; + +time = 2; + + +if experiment >= 2 + + Thgsim(:, :, time) = Thsim(:, :, time); + Ogsim(:, :, time) = min(Osim(:, :, time) + 0.056978./Thsim(:, :, time), 1).*(Hsim(:, :, time) > 0 & Osim(:, :, time) > 0 & Thsim(:, :, time) > 0); % only for borrowers % make change a fixed fraction of value of their homes + +end + +% Select these if want to introduce liquidity injection after interest rate change + +if experiment == 1 + + Thgsim(:, :, time) = Thsim(:, :, time).*(Thsim(:, :,time) > 0 & Hsim(:,:,time) > 0) + p.tgrid(end).*(Thsim(:, :,time) == 0 & Hsim(:,:,time) > 0); + Ogsim(:, :, time) = min(Osim(:, :, time) + 0.01/(1 + p.rm0)./Thgsim(:, :, time), 1).*(Hsim(:, :, time) > 0); % make change a fixed fraction of value of their homes + +end + +Transfer = (1 + p.rm0)*(Ogsim(:, :, time).*Thgsim(:, :, time) - Osim(:, :, time).*Thsim(:, :, time)).*Hsim(:, :, time); + +RHS = (1 + interest(Asim(:, :, time), p)).*Asim(:, :, time) + Transfer; + +data = [RHS(:)./(1 + p.rh), RHS(:)./(1 + p.rl)]; + + +Agsim(:, :, time) = reshape(bisect('findtransfer', min(data, [], 2) - 0.1, max(data, [], 2) + 0.1, RHS(:), p), 2*N, T); + + +if experiment == 3 % forgive principal, Column B + + Ogsim(:, :, time) = Osim(:, :, time); + Thgsim(:, :, time) = Thsim(:, :, time); + +end + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + + rent = Hgsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Agsim(rent, initage, time), p)).*Agsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vgsim(rent, initage, time), Pallgsim(rent, 1 : 3, initage, time), Vallgsim(rent, 1 : 3, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallgsim(rent, 1 : 3, initage, time), 2)]; + + + Dgsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dgsim(rent, initage, time)); + + Lgsim(rent, initage, time) = Lall(ind); + Ogsim(rent, initage, time + 1) = Oall(ind); + Thgsim(rent, initage, time + 1) = Thall(ind); + Hgsim(rent, initage, time + 1) = Hall(ind); + + + % Homeowners + + Attemp = (1 + interest(Agsim(~rent, initage, time), p)).*Agsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hgsim(~rent, initage, time); + + state = [Attemp, Ogsim(~rent, initage, time), Thgsim(~rent, initage, time), Hgsim(~rent, initage, time), Rgsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + rind = state(:, 5); % made this state variable an index (1, 2), or else doesn't respect monotonicity + + ntemp = numel(find(~rent)); + + + [Lall, Oall, Thall, Hall, Vgsim(~rent, initage, time), Pallgsim(~rent, :, initage, time), Vallgsim(~rent, :, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind, rind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallgsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dgsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dgsim(~rent, initage, time)); + + Lgsim(~rent, initage, time) = Lall(ind); + Ogsim(~rent, initage, time + 1) = Oall(ind); + Thgsim(~rent, initage, time + 1) = Thall(ind); + Hgsim(~rent, initage, time + 1) = Hall(ind); + + + inactive = Dgsim(:, initage, time) == 5; + + Rgsim(:, initage, time + 1) = Rgsim(:, initage, time).*inactive + p.nr.*(1 - inactive); + + + % Find consumption + + rent = Hgsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nr, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lgsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lgsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Cgsim(rent, initage, time) = max(min(Crint(Lgsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Agsim(rent, initage, time + 1)] = savings(Cgsim(rent, initage, time), Lgsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lgsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lgsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Cgsim(~rent, initage, time) = max(min(Chint(Lgsim(~rent, initage, time), Ogsim(~rent,initage, time + 1), Thgsim(~rent,initage, time + 1), Hgsim(~rent,initage, time + 1), Rgsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Agsim(~rent, initage, time + 1)] = savings(Cgsim(~rent, initage, time), Lgsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + if age == T + + Agsim(:, initage, time + 1) = 0; + Ogsim(:, initage, time + 1) = 0; + Thgsim(:, initage, time + 1) = 0; + Hgsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cgt = zeros(S, 1); +Ygt = zeros(S, 1); +Agt = zeros(S, 1); +Hgt = zeros(S, 1); +Dgt = zeros(S, 1); +Rgt = zeros(S, 1); + + +for time = 1 : S + + Cgt(time) = mean(vec(Cgsim(:, :, time))); + Hgt(time) = mean(vec(Hgsim(:, :, time))); + Agt(time) = mean(vec(Agsim(:, :, time))); + Dgt(time) = mean(vec(Ogsim(:, :, time).*Thgsim(:, :, time).*p.Pgrid(Rgsim(:,:,time)).*Hgsim(:, :, time))); + Rgt(time) = mean(vec(Dgsim(:, :, time) == 4 & Hgsim(:, :, time) > 0 & Ogsim(:, :, time).*Thgsim(:, :, time) > 0))/mean(vec(Hgsim(:, :, time) > 0 & Ogsim(:, :, time).*Thgsim(:, :, time) > 0)); + +end + +Vnew = reshape(Vgsim(:, :, 2), 2*N*T, 1); +Vold = reshape(Vcsim(:, :, 2), 2*N*T, 1); +UCold = reshape(Ccsim(:, :, 2).^(- p.sigma), 2*N*T, 1); +Tran = reshape(Transfer, 2*N*T, 1); + +ind = Tran > 0; + +gains = max(min((Vnew(ind) - Vold(ind))./Transfer(ind)./UCold(ind), 1), 0); % small fraction due to interpolation error + + +PTI = p.mbar0*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + +LTV = Osim(:, :, time).*Thsim(:, :, time)/dP; + +sel = LTV > 0.95; +sel = sel(ind); + +if experiment >= 2 % annual MPC + +MPC = (Cgsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 2).^(-p.sigma/p.gamma) - (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma))) + ... + (Cgsim(:, :, 3) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 3).^(-p.sigma/p.gamma) - (Ccsim(:, :, 3) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 3).^(-p.sigma/p.gamma))) + ... + (Cgsim(:, :, 4) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 4).^(-p.sigma/p.gamma) - (Ccsim(:, :, 4) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 4).^(-p.sigma/p.gamma))) + ... + (Cgsim(:, :, 5) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 5).^(-p.sigma/p.gamma) - (Ccsim(:, :, 5) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 5).^(-p.sigma/p.gamma))); + +MPC = reshape(MPC, 2*N*T, 1); + +MPC = MPC(ind)./Tran(ind); + +else % quarterly MPC + +MPC = (Cgsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 2).^(-p.sigma/p.gamma) - (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma))); + +MPC = reshape(MPC, 2*N*T, 1); + +MPC = MPC(ind)./Tran(ind); + +end + +fprintf('\n') + +fprintf('Fraction who benefit = %9.2f %9.2f\n', [mean(gains > 0), sum(gains > 0 & sel)/sum(sel)]); +fprintf('\n') + +fprintf('Willingness to pay, mean = %9.2f %9.2f\n', [mean(gains(gains > 0)), mean(gains(gains > 0 & sel)) ]); +fprintf('Willingness to pay, 10th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 10), prctile(gains(gains > 0 & sel), 10) ]); +fprintf('Willingness to pay, 25th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 25), prctile(gains(gains > 0 & sel), 25) ]); +fprintf('Willingness to pay, 50th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 50), prctile(gains(gains > 0 & sel), 50) ]); +fprintf('Willingness to pay, 75th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 75), prctile(gains(gains > 0 & sel), 75) ]); +fprintf('Willingness to pay, 90th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 90), prctile(gains(gains > 0 & sel), 90) ]); +fprintf('\n') + + +fprintf('Fraction consumed, mean = %9.2f %9.2f\n', [mean(MPC(gains > 0)), mean(MPC(gains > 0 & sel)), ]); +fprintf('Fraction consumed, 10th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 10), prctile(MPC(gains > 0 & sel), 10)]); +fprintf('Fraction consumed, 25th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 25), prctile(MPC(gains > 0 & sel), 25)]); +fprintf('Fraction consumed, 50th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 50), prctile(MPC(gains > 0 & sel), 50)]); +fprintf('Fraction consumed, 75th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 75), prctile(MPC(gains > 0 & sel), 75)]); +fprintf('Fraction consumed, 90th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 90), prctile(MPC(gains > 0 & sel), 90)]); diff --git a/42/replication_package/model_replication/Main nu 3 High rm/simulate_liquidity.m b/42/replication_package/model_replication/Main nu 3 High rm/simulate_liquidity.m new file mode 100644 index 0000000000000000000000000000000000000000..42c066f469465a1c1049ec114b2fd96314441105 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 High rm/simulate_liquidity.m @@ -0,0 +1,428 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 5; + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); +Deltasim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); + + +% find out who is constrained in period 2 + + +for time = 1 : S + + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + +end + + +% Next Study Liquidity Injection: raise everyone's omega by 1% and increase A by the corresponding amount + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = Vsim; + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +time = 2; + +Thcsim(:, :, time) = Thsim(:, :, time).*(Thsim(:, :,time) > 0 & Hsim(:,:,time) > 0) + p.tgrid(end).*(Thsim(:, :,time) == 0 & Hsim(:,:,time) > 0); + +Ocsim(:, :, time) = min(Osim(:, :, time) + 0.01/(1 + p.rm)./Thcsim(:, :, time), 1).*(Hsim(:, :, time) > 0); + + +Transfer = (1 + p.rm)*(Ocsim(:, :, time).*Thcsim(:, :, time) - Osim(:, :, time).*Thsim(:, :, time)).*Hsim(:, :, time); + +RHS = (1 + interest(Asim(:, :, time), p)).*Asim(:, :, time) + Transfer; + +data = [RHS(:)./(1 + p.rh), RHS(:)./(1 + p.rl)]; + + +Acsim(:, :, time) = reshape(bisect('findtransfer', min(data, [], 2) - 0.1, max(data, [], 2)+0.1, RHS(:), p), 2*N, T); + + +%Ocsim(:, :, time) = Osim(:, :, time); +%Thcsim(:, :, time) = Thsim(:, :, time); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + % Renters + + rent = Hcsim(:, initage, time) == 0; + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); + + +for time = 1 : S + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*Hcsim(:, :, time))); + +end + + +MPCt = (Cct - Ct)/mean(vec(Transfer)); + + +% Ask: how many homeowners (in period time = 2) benefit, so Vcsim(:, :, time) > Vsim(:, :, time) and what do + +% 1. Fraction of homeowners who benefit + +% 2. Distribution of welfare gains + +Vnew = reshape(Vcsim(:, :, 2), 2*N*T, 1); +Vold = reshape(Vsim(:, :, 2), 2*N*T, 1); +UCold = reshape(Csim(:, :, 2).^(- p.sigma), 2*N*T, 1); +Transfer = reshape(Transfer, 2*N*T, 1); + +PTI = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + +ind = Transfer > 0; + +gains = max(min((Vnew(ind) - Vold(ind))./Transfer(ind)./UCold(ind), 1), 0); % small fraction due to interpolation error + +htm = PTI >=0.17; +htm = reshape(htm, 2*N*T, 1); + +htm = htm(ind); + +fbenefit = mean(gains > 0); + +MPC = (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma) - (Csim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Csim(:, :, 2).^(-p.sigma/p.gamma))); +MPC = reshape(MPC, 2*N*T, 1); + +MPC = MPC(ind)./Transfer(ind); + +% fprintf('\n') +% fprintf('Fraction who benefit = %9.2f \n', fbenefit); +% fprintf('\n') +% fprintf('Fraction who benefit that are (all, high pti, low pti) = %9.2f %9.2f %9.2f \n', [1, sum(gains > 0 & htm) / sum(gains > 0), sum(gains > 0 & ~htm) / sum(gains > 0)]); +% fprintf('\n') +% fprintf('Willingness to pay, mean = %9.2f %9.2f %9.2f \n', [mean(gains(gains > 0)), mean(gains(gains > 0 & htm)), mean(gains(gains > 0 & ~htm)) ]); +% fprintf('Willingness to pay, 10th pctile = %9.2f %9.2f %9.2f \n', [prctile(gains(gains > 0), 10), prctile(gains(gains > 0 & htm), 10), prctile(gains(gains > 0 & ~htm), 10)]); +% fprintf('Willingness to pay, 25th pctile = %9.2f %9.2f %9.2f \n', [prctile(gains(gains > 0), 25), prctile(gains(gains > 0 & htm), 25), prctile(gains(gains > 0 & ~htm), 25)]); +% fprintf('Willingness to pay, 50th pctile = %9.2f %9.2f %9.2f \n', [prctile(gains(gains > 0), 50), prctile(gains(gains > 0 & htm), 50), prctile(gains(gains > 0 & ~htm), 50)]); +% fprintf('Willingness to pay, 75th pctile = %9.2f %9.2f %9.2f \n', [prctile(gains(gains > 0), 75), prctile(gains(gains > 0 & htm), 75), prctile(gains(gains > 0 & ~htm), 75)]); +% fprintf('Willingness to pay, 90th pctile = %9.2f %9.2f %9.2f \n', [prctile(gains(gains > 0), 90), prctile(gains(gains > 0 & htm), 90), prctile(gains(gains > 0 & ~htm), 90)]); +% fprintf('\n') +% fprintf('Fraction consumed, mean = %9.2f %9.2f %9.2f \n', [mean(MPC(gains > 0)), mean(MPC(gains > 0 & htm)), mean(MPC(gains > 0 & ~htm)) ]); +% fprintf('Fraction consumed, 10th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 10), prctile(MPC(gains > 0 & htm), 10), prctile(MPC(gains > 0 & ~htm), 10)]); +% fprintf('Fraction consumed, 25th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 25), prctile(MPC(gains > 0 & htm), 25), prctile(MPC(gains > 0 & ~htm), 25)]); +% fprintf('Fraction consumed, 50th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 50), prctile(MPC(gains > 0 & htm), 50), prctile(MPC(gains > 0 & ~htm), 50)]); +% fprintf('Fraction consumed, 75th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 75), prctile(MPC(gains > 0 & htm), 75), prctile(MPC(gains > 0 & ~htm), 75)]); +% fprintf('Fraction consumed, 90th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 90), prctile(MPC(gains > 0 & htm), 90), prctile(MPC(gains > 0 & ~htm), 90)]); +% + + +fprintf('\n') +fprintf('Table 11, C. Severity of Liquidity Constraints \n') +fprintf('\n') +fprintf('fraction liquidity constrained = %9.2f\n', mean(gains > 0)); +fprintf('mean valuation of liquidity = %9.2f\n', mean(gains(gains > 0))); +fprintf('mean fraction consumed = %9.2f\n', mean(MPC(gains > 0))); diff --git a/42/replication_package/model_replication/Main nu 3 High rm/simulate_new.m b/42/replication_package/model_replication/Main nu 3 High rm/simulate_new.m new file mode 100644 index 0000000000000000000000000000000000000000..bc97bd94237346f1bed2e2e6452dd5ee8b94666c --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 High rm/simulate_new.m @@ -0,0 +1,509 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 5; + +% Without intervention + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:, 1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:, 1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); +Rt = zeros(S, 1); +MPRt = zeros(S, 1); % Beraja-Hurst propensity to refinance: amount of newly refinanced mortgages / outstanding stock of all existing mortgages +Emt = zeros(S, 1); % median equity (1 - LTV) for borrowers + + + +for time = 1 : S + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + Rt(time) = mean(vec(Dsim(:, :, time) == 4 & Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0))/mean(vec(Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0)); + + MPRt(time) = sum(vec((Dsim(:,:, time) == 4).*Osim(:, :, time + 1).*Thsim(:, :, time + 1).*Hsim(:, :, time + 1)))/... + sum(vec( Osim(:, :, time ).*Thsim(:, :, time ).*Hsim(:, :, time ))); + + LTV = vec(Osim(:, :, time).*Thsim(:, :, time)); + + Emt(time) = 1 - median(LTV(LTV > 0)); + +end + + +% With intervention + +start_new; + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = zeros(2*N, T, S); + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +Rcsim = zeros(2*N, T, S + 1); + +Rcsim(:, :, 1 : 2) = 1; + +Ocsim(:, :, 2) = Osim(:,:,2); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + + rent = Hcsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time), Rcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + rind = state(:, 5); % made this state variable an index (1, 2), or else doesn't respect monotonicity + + ntemp = numel(find(~rent)); + + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind, rind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + inactive = Dcsim(:, initage, time) == 5; + + Rcsim(:, initage, time + 1) = Rcsim(:, initage, time).*inactive + p.nr.*(1 - inactive); + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nr, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), Rcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Yct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); +Rct = zeros(S, 1); +MPRct = zeros(S, 1); % Beraja-Hurst propensity to refinance: amount of newly refinanced mortgages / outstanding stock of all existing mortgages +Emct = zeros(S, 1); % median equity (1 - LTV) for borrowers + + +for time = 1 : S + + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)).*Hcsim(:, :, time))); + Rct(time) = mean(vec(Dcsim(:, :, time) == 4 & Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0))/mean(vec(Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0)); + + MPRct(time) = sum(vec((Dcsim(:,:, time) == 4).*Ocsim(:, :, time + 1).*Thcsim(:, :, time + 1).*p.Pgrid(Rcsim(:, :, time + 1)).*Hcsim(:, :, time + 1)))/... + sum(vec( Ocsim(:, :, time ).*Thcsim(:, :, time ).*p.Pgrid(Rcsim(:, :, time )).*Hcsim(:, :, time ))); + + if time == 1 + + LTV = vec(Ocsim(:, :, time).*Thcsim(:, :, time)); + + else + + LTV = vec(Ocsim(:, :, time).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)))/p.Pgrid(p.nr); + + end + + Emct(time) = 1 - median(LTV(LTV > 0)); + +end + + + +% Characteristics of those who refinance: with and without the shock + +Wsim = Asim + Hsim.*(1 - Osim.*Thsim); + +time = 2; + +Wtemp = Wsim(:, :, time); % only state variables +Atemp = Asim(:, :, time); +LTV = Osim(:, :, time).*Thsim(:, :, time); +Htemp = Hsim(:, :, time); +LY = Atemp./Ysim(:, :, time); +Sh = 1 - Atemp./Wtemp; +Agetemp = Agesim(:, :, time)/4 + 25; +Ytemp = Ysim(:, :, time); + +refin = Dsim(:, :, time) == 4 & Hsim(:, :, time) > 0; +owner = Hsim(:, :, time) > 0; + +fprintf('\n'); +fprintf('Characteristics of Refinancers Absent Shock\n'); +fprintf('\n'); +fprintf('All, Refinance, Dont Refinance\n'); + +fprintf('\n'); + +fprintf('\n'); +fprintf('Mean Liquid Assets = %9.2f %9.2f %9.2f \n', [mean(Atemp(owner)), mean(Atemp(owner & refin)), mean(Atemp(owner & ~refin))]); +fprintf('Mean Income = %9.2f %9.2f %9.2f \n', [mean(Ytemp(owner)), mean(Ytemp(owner & refin)), mean(Ytemp(owner & ~refin))]); +fprintf('Mean Liquid Asset to Income = %9.2f %9.2f %9.2f \n', [mean(LY(owner)), mean(LY(owner & refin)), mean(LY(owner & ~refin))]); +fprintf('Mean Share Housing Wealth = %9.2f %9.2f %9.2f \n', [mean(Sh(owner)), mean(Sh(owner & refin)), mean(Sh(owner & ~refin))]); +fprintf('Mean Wealth = %9.2f %9.2f %9.2f \n', [mean(Wtemp(owner)), mean(Wtemp(owner & refin)), mean(Wtemp(owner & ~refin))]); +fprintf('Mean LTV = %9.2f %9.2f %9.2f \n', [mean(LTV(owner)), mean(LTV(owner & refin)), mean(LTV(owner & ~refin))]); +fprintf('Mean House = %9.2f %9.2f %9.2f \n', [mean(Htemp(owner)), mean(Htemp(owner & refin)), mean(Htemp(owner & ~refin))]); +fprintf('Mean Age = %9.2f %9.2f %9.2f \n', [mean(Agetemp(owner)), mean(Agetemp(owner & refin)), mean(Agetemp(owner & ~refin))]); + +fprintf('\n'); +fprintf('\n'); + + +Wcsim = zeros(size(Acsim)); + +Wcsim(:,:, 1) = Acsim(:, :, 1) + p.Pgrid(1)*Hcsim(:, :, 1).*(1 - Ocsim(:, :, 1).*Thcsim(:, :, 1)); + +Wcsim(:, :, 2: end) = Acsim(:, :, 2 : end) + p.Pgrid(p.nr)*Hcsim(:,:,2:end) - p.Pgrid(Rcsim(:,:,2:end)).*Ocsim(:, :, 2:end).*Thcsim(:, :, 2:end); + +time = 2; + +Wtemp = Wcsim(:, :, time); % only state variables +Atemp = Acsim(:, :, time); +LTV = Ocsim(:, :, time).*Thcsim(:, :, time); +Htemp = Hcsim(:, :, time); +LY = Atemp./Ysim(:, :, time); +Sh = 1 - Atemp./Wtemp; +Agetemp = Agesim(:, :, time)/4 + 25; +Ytemp = Ysim(:, :, time); + +refin = Dcsim(:, :, time) == 4 & Hcsim(:, :, time) > 0; +owner = Hcsim(:, :, time) > 0; + +fprintf('\n'); +fprintf('Characteristics of Refinancers With Shock\n'); +fprintf('\n'); +fprintf('All, Refinance, Dont Refinance\n'); + +fprintf('\n'); + +fprintf('\n'); +fprintf('Mean Liquid Assets = %9.2f %9.2f %9.2f \n', [mean(Atemp(owner)), mean(Atemp(owner & refin)), mean(Atemp(owner & ~refin))]); +fprintf('Mean Income = %9.2f %9.2f %9.2f \n', [mean(Ytemp(owner)), mean(Ytemp(owner & refin)), mean(Ytemp(owner & ~refin))]); +fprintf('Mean Liquid Asset to Income = %9.2f %9.2f %9.2f \n', [mean(LY(owner)), mean(LY(owner & refin)), mean(LY(owner & ~refin))]); +fprintf('Mean Share Housing Wealth = %9.2f %9.2f %9.2f \n', [mean(Sh(owner)), mean(Sh(owner & refin)), mean(Sh(owner & ~refin))]); +fprintf('Mean Wealth = %9.2f %9.2f %9.2f \n', [mean(Wtemp(owner)), mean(Wtemp(owner & refin)), mean(Wtemp(owner & ~refin))]); +fprintf('Mean LTV = %9.2f %9.2f %9.2f \n', [mean(LTV(owner)), mean(LTV(owner & refin)), mean(LTV(owner & ~refin))]); +fprintf('Mean House = %9.2f %9.2f %9.2f \n', [mean(Htemp(owner)), mean(Htemp(owner & refin)), mean(Htemp(owner & ~refin))]); +fprintf('Mean Age = %9.2f %9.2f %9.2f \n', [mean(Agetemp(owner)), mean(Agetemp(owner & refin)), mean(Agetemp(owner & ~refin))]); + +fprintf('\n'); +fprintf('\n'); + + +% MPC out of transfer in Ganong-Noel Experiment + + +time = 2; + +Transfer = (p.mbargrid(p.nr) - p.mbargrid(Rcsim(:, :, time))).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)).*Hcsim(:,:,time).*(Dcsim(:, :, time) == 5).*(Osim(:,:,time) > 0); + +dC = (Ccsim(:, :, time) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, time).^(-p.sigma/p.gamma) - (Csim(:, :, time) - p.phi^(1 + 1/p.gamma)*Csim(:, :, time).^(-p.sigma/p.gamma))); +dA = Acsim(:, :, time + 1) - Asim(:, :, time + 1); + +htm = Acsim(:, :, time + 1) <= 1/6.5*Ysim(:,:,time); + +gains = Vcsim(:, :, time) - Vsim(:, :, time); + +good = Transfer > 0 & Dcsim(:, :, time) == 5 & Dsim(:, :, time) == 5; + + +MPC = dC(good)./Transfer(good); +gains = gains(good); +htm = htm(good); + +fbenefit = mean(gains > 0); +fprintf('\n') + +fprintf('Fraction who benefit = %9.2f \n', fbenefit); + +fprintf('\n') +fprintf('MPC, mean = %9.2f %9.2f %9.2f \n', [mean(MPC(gains > 0)), mean(MPC(gains > 0 & htm)), mean(MPC(gains > 0 & ~htm)) ]); +fprintf('MPC, 10th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 10), prctile(MPC(gains > 0 & htm), 10), prctile(MPC(gains > 0 & ~htm), 10)]); +fprintf('MPC, 25th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 25), prctile(MPC(gains > 0 & htm), 25), prctile(MPC(gains > 0 & ~htm), 25)]); +fprintf('MPC, 50th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 50), prctile(MPC(gains > 0 & htm), 50), prctile(MPC(gains > 0 & ~htm), 50)]); +fprintf('MPC, 75th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 75), prctile(MPC(gains > 0 & htm), 75), prctile(MPC(gains > 0 & ~htm), 75)]); +fprintf('MPC, 90th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 90), prctile(MPC(gains > 0 & htm), 90), prctile(MPC(gains > 0 & ~htm), 90)]); + diff --git a/42/replication_package/model_replication/Main nu 3 High rm/simulate_taxrebate.m b/42/replication_package/model_replication/Main nu 3 High rm/simulate_taxrebate.m new file mode 100644 index 0000000000000000000000000000000000000000..0bd9002250edd5a5bc6bb1ae2a971cc6524fd2c1 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 High rm/simulate_taxrebate.m @@ -0,0 +1,507 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 3; + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); +Deltasim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); + + +% find out who is constrained in period 2 + + +for time = 1 : S + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + +end + + +% Next Study Impact of 500$ cash transfer + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = Vsim; + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +time = 2; + + +Transfer = 0.0388; + +RHS = (1 + interest(Asim(:, :, time), p)).*Asim(:, :, time) + Transfer; + +data = [RHS(:)./(1 + p.rh), RHS(:)./(1 + p.rl)]; + +Acsim(:, :, time) = reshape(bisect('findtransfer', min(data, [], 2) - 0.1, max(data, [], 2) + 0.1, RHS(:), p), 2*N, T); + + +%Ocsim(:, :, time) = Osim(:, :, time); +%Thcsim(:, :, time) = Thsim(:, :, time); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + % Renters + + rent = Hcsim(:, initage, time) == 0; + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); + + +for time = 1 : S + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*Hcsim(:, :, time))); + +end + + +MPCt = (Cct - Ct)/mean(vec(Transfer)); + + +% Ask: how many homeowners (in period time = 2) benefit, so Vcsim(:, :, time) > Vsim(:, :, time) and what do + +% 1. Fraction of homeowners who benefit + +% 2. Distribution of welfare gains + +Vnew = reshape(Vcsim(:, :, 2), 2*N*T, 1); +Vold = reshape(Vsim(:, :, 2), 2*N*T, 1); +UCold = reshape(Csim(:, :, 2).^(- p.sigma), 2*N*T, 1); + +PTI = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + + +gains = max(min((Vnew(:) - Vold(:))./Transfer(:)./UCold(:), 1), 0); % small fraction due to interpolation error + + +MPC = (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma) - (Csim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Csim(:, :, 2).^(-p.sigma/p.gamma)))/Transfer; + +owners = Hsim(:, :, 2) > 0; + +fprintf('MPC, mean = %9.2f %9.2f %9.2f \n', [mean(MPC(:)), mean(MPC(owners)), mean(MPC(~owners)) ]); +fprintf('MPC, 10th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 10), prctile(MPC(owners), 10), prctile(MPC(~owners), 10)]); +fprintf('MPC, 25th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 25), prctile(MPC(owners), 25), prctile(MPC(~owners), 25)]); +fprintf('MPC, 50th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 50), prctile(MPC(owners), 50), prctile(MPC(~owners), 50)]); +fprintf('MPC, 75th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 75), prctile(MPC(owners), 75), prctile(MPC(~owners), 75)]); +fprintf('MPC, 90th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 90), prctile(MPC(owners), 90), prctile(MPC(~owners), 90)]); + + + +% plot MPC as a function of various characteristics for homeowners + +% 1. Loan to Value + +ltv = Thsim(:, :, 2).*Osim(:,:,2); +lasst = Asim(:, :, 2)./(Asim(:,:,2) + (1 - Thsim(:, :, 2).*Osim(:, :, 2)).*Hsim(:,:,2)); % liquid assets to wealth +logy = log(Ysim(:, :, 2)); % log income +pti = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + +ind = Hsim(:, :, 2) > 0; + + +ltv = ltv(ind); +lasst = lasst(ind); +logy = logy(ind); +pti = pti(ind); +mpc = MPC(ind); + +prefi = squeeze(Pallsim(:, 4, :, time)); +prefi = prefi(ind); + +xx = [ltv, pti, lasst, logy]; +yy = mpc; + +figure(5) +subplot(2, 2, 1) + +[xxmed, yymed] = binned_plot(xx(:,1), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, 0, 0.85); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); + +hold on; + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('loan-to-value ratio','Interpreter','latex'); +ylabel('MPC','Interpreter','latex'); +title('A. LTV','Interpreter','latex'); +box on + + +subplot(2, 2, 2) + +[xxmed, yymed] = binned_plot(xx(:,2), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, 0, 0.3); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('payment to income ratio','Interpreter','latex'); +title('B. PTI','Interpreter','latex'); +box on + + + +subplot(2, 2, 3) + +[xxmed, yymed] = binned_plot(xx(:,3), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, xxmed(1), xxmed(end)); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('liquid assets to wealth','Interpreter','latex'); +ylabel('MPC','Interpreter','latex'); +title('C. Liquid Assets to Wealth','Interpreter','latex'); +box on + + +subplot(2, 2, 4) + +[xxmed, yymed] = binned_plot(xx(:,4), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, xxmed(1), xxmed(end)); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('log income','Interpreter','latex'); +title('D. Income','Interpreter','latex'); +box on diff --git a/42/replication_package/model_replication/Main nu 3 High rm/solve_golden.m b/42/replication_package/model_replication/Main nu 3 High rm/solve_golden.m new file mode 100644 index 0000000000000000000000000000000000000000..0fa9a2fd6a76c39a4f9386c0f37fbb122bc9b5a0 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 High rm/solve_golden.m @@ -0,0 +1,41 @@ +function [x, v] = solve_golden(f, a, b, varargin) + +tol = 1e-6; + +alpha1 = (3-sqrt(5))/2; +alpha2 = (sqrt(5)-1)/2; + +d = b - a; + +x1 = a + alpha1*d; +x2 = a + alpha2*d; + +f1 = feval(f, x1, varargin{:}); +f2 = feval(f, x2, varargin{:}); + +d = alpha1*alpha2*d; + +x1new = x1; +x2new = x2; +f1new = f1; +f2new = f2; + +while any((d)>tol) + + f1 = f1new; + f2 = f2new; + x1 = x1new; + x2 = x2new; + + d = d*alpha2; + x2new = x1.*(f2=f1); + f2new = f1.*(f2=f1); + + x1new = (x1-d).*(f2=f1); + f1new = feval(f, x1 - d, varargin{:}).*(f2=f1); + +end + +x = x2new.*(f2new>=f1new) + x1new.*(f2new= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase New Home with Mortgage + + + % create a grid of possible houses and initial LTVs + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y; + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/p.hgrid(ht(i, 1)))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.hgrid(ht(i, 1)); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + good = (ttilde <= min(p.thetam, pti*Y/p.mbar/p.hgrid(ht(i, 1)))) & (Ltemp(:,i) > p.lgrid(1)); + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + + end + end + + % Compute pall and v + + [vn, in] = max(vall(:, 1 : 2), [], 2); + vb = vall(:,3); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); % avoid NaN + + pall = zeros(ns, 3); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 3) = pb; + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + + +else + + Lall = zeros(ns, 5); + omegaall = zeros(ns, 5); + thetaall = zeros(ns, 5); + hall = zeros(ns, 5); + vall = zeros(ns, 5); + + for branch = 1 : 1 : 5 + + if branch == 1 % Switch to Renting + + Lall(:, branch) = At + Y + (1 - p.Fs)*s(:,4) - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4); % liquidity after housing choice + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = 0; + + vall(:, branch) = Wrinterp(Lall(:, branch), znow); + + + elseif branch == 2 % Purchase home without mortgage + + vtemp = zeros(ns, p.nh) - 1e12; + + Ltemp = zeros(ns, p.nh); + + Cash = At + Y + (1 - p.Fs)*s(:,4) - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nh + + Ltemp(:,i) = Cash - p.hgrid(i); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (i - 1)*p.no*p.nt + (1 - 1) *p.no + 1; + + good = Ltemp(:, i) >= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase home with mortgage + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y + (1 - p.Fs)*s(:, 4) - (1 + p.rm)*s(:, 2).*s(:, 3).*s(:, 4); + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/p.hgrid(ht(i, 1)))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.hgrid(ht(i, 1)); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbar/p.hgrid(ht(i, 1)))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + elseif branch == 4 % Refinance mortgage + + + vtemp = zeros(ns, p.nt) - 1e12; + Ltemp = zeros(ns, p.nt); + + Cash = At + Y - (1 + p.rm)*s(:, 2).*s(:, 3).*s(:, 4); + + for i = 1 : p.nt + + ttilde = (p.tgrid(i) - p.F0m./s(:,4))/(1 + p.F1m); + + Ltemp(:, i) = Cash + ttilde.*s(:, 4); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbar./s(:,4))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (i - 1)*p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(htemp); + hall(:, branch) = s(:, 4); + + elseif branch == 5 % Stay inactive + + vtemp = zeros(ns, p.no + 1) - 1e12; + Ltemp = zeros(ns, p.no + 1); + + % Pay more than required + + Cash = At + Y - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.no + + Ltemp(:, i) = Cash + p.ogrid(i).*s(:,3).*s(:,4); + + good = (p.ogrid(i) < max((1 + p.rm)*s(:,2) - p.mbar, 0)) & (Ltemp(:, i) >= p.lgrid(1)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + i; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + % Pay minimum required + + otemp = max((1 + p.rm)*s(:,2) - p.mbar, 0); + + Ltemp(:, p.no + 1) = At + Y - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4) + otemp.*s(:,3).*s(:,4); + + good = (Ltemp(:, p.no + 1) >= p.lgrid(1)); + + + if any(good) + + % Interpolate + + otempind = lookup1(p.ogrid, otemp, 3); + + w = (p.ogrid(otempind + 1) - otemp)./(p.ogrid(otempind + 1) - p.ogrid(otempind)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind; + + + vtemp(good, p.no + 1) = w(good).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind + 1; + + vtemp(good, p.no + 1) = vtemp(good, p.no + 1) + (1 - w(good)).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + + end + + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.no + 1], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(htemp <= p.no, branch) = p.ogrid(htemp(htemp <= p.no)); + omegaall(htemp > p.no, branch) = otemp(htemp > p.no); + + thetaall(:, branch) = p.tgrid(tnow); + hall(:, branch) = s(:,4); + + + end + end + + + % Compute pall and v + + [vn, in] = max(vall(:, [1, 2, 5]), [], 2); + [vb, ib] = max(vall(:, [3, 4]), [], 2); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); + + pall = zeros(ns, 5); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 5) = (1 - pb).*(in == 3); + pall(:, 3) = pb.*(ib == 1); + pall(:, 4) = pb.*(ib == 2); + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + +end + + + + + \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 High rm/solveh_new.m b/42/replication_package/model_replication/Main nu 3 High rm/solveh_new.m new file mode 100644 index 0000000000000000000000000000000000000000..f621bf5384d336be1a89338da46dfbcf946af9dc --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 High rm/solveh_new.m @@ -0,0 +1,358 @@ +function [Lall, omegaall, thetaall, hall, v, pall, vall] = solveh_new(s, Whinterp, Wrinterp, p, pti, type, At, Y, znow, hnow, tnow, rnow) + + ns = size(s, 1); + + + if strcmp(type, 'r') + + Lall = zeros(ns, 3); + omegaall = zeros(ns, 3); + thetaall = zeros(ns, 3); + hall = zeros(ns, 3); + vall = zeros(ns, 3); + + + for branch = 1 : 1 : 3 + + if branch == 1 % Remain Renter + + + Lall(:, branch) = At + Y; + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = 0; + + vall(:, branch) = Wrinterp(Lall(:, branch), znow); + + + elseif branch == 2 % Purchase New Home Without Mortgage + + + vtemp = zeros(ns, p.nh) - 1e12; + + Ltemp = zeros(ns, p.nh); + + Cash = At + Y; + + for i = 1 : p.nh + + Ltemp(:,i) = Cash - p.Pgrid(p.nr)*p.hgrid(i); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (i - 1)*p.no*p.nt + (1 - 1) *p.no + 1; + + good = Ltemp(:, i) >= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase New Home with Mortgage + + + % create a grid of possible houses and initial LTVs + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y; + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.Pgrid(p.nr).*p.hgrid(ht(i, 1)); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + good = (ttilde <= min(p.thetam, pti*Y/p.mbargrid(p.nr)/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))) & (Ltemp(:,i) > p.lgrid(1)); + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + + end + end + + + % Compute pall and v + + [vn, in] = max(vall(:, 1 : 2), [], 2); + vb = vall(:,3); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); % avoid NaN + + pall = zeros(ns, 3); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 3) = pb; + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + + +else + + Lall = zeros(ns, 5); + omegaall = zeros(ns, 5); + thetaall = zeros(ns, 5); + hall = zeros(ns, 5); + vall = zeros(ns, 5); + + for branch = 1 : 1 : 5 + + if branch == 1 % Switch to Renting + + Lall(:, branch) = At + Y + (1 - p.Fs)*p.Pgrid(p.nr)*s(:,4) - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); % liquidity after housing choice + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = 0; + + vall(:, branch) = Wrinterp(Lall(:, branch), znow); + + + elseif branch == 2 % Purchase home without mortgage + + vtemp = zeros(ns, p.nh) - 1e12; + + Ltemp = zeros(ns, p.nh); + + Cash = At + Y + (1 - p.Fs)*p.Pgrid(p.nr)*s(:,4) - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nh + + Ltemp(:,i) = Cash - p.Pgrid(p.nr)*p.hgrid(i); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (i - 1)*p.no*p.nt + (1 - 1) *p.no + 1; + + good = Ltemp(:, i) >= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase home with mortgage + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y + (1 - p.Fs)*p.Pgrid(p.nr)*s(:,4) - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.Pgrid(p.nr)*p.hgrid(ht(i, 1)); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbargrid(p.nr)/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + + elseif branch == 4 % Refinance mortgage + + + vtemp = zeros(ns, p.nt) - 1e12; + Ltemp = zeros(ns, p.nt); + + Cash = At + Y - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nt + + ttilde = (p.tgrid(i) - p.F0m./(p.Pgrid(p.nr)*s(:,4)))/(1 + p.F1m); + + Ltemp(:, i) = Cash + ttilde.*p.Pgrid(p.nr).*s(:, 4); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbargrid(p.nr)./(p.Pgrid(p.nr)*s(:,4)))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (i - 1)*p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(htemp); + hall(:, branch) = s(:, 4); + + + elseif branch == 5 % Stay inactive + + vtemp = zeros(ns, p.no + 1) - 1e12; + Ltemp = zeros(ns, p.no + 1); + + % Pay more than required + + Cash = At + Y - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.no + + Ltemp(:, i) = Cash + p.ogrid(i).*p.Pgrid(s(:,5)).*s(:,3).*s(:,4); + + good = (p.ogrid(i) < max((1 + p.rmgrid(s(:,5))).*s(:,2) - p.mbargrid(s(:,5)), 0)) & (Ltemp(:, i) >= p.lgrid(1)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (rnow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + i; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + % Pay minimum required + + otemp = max((1 + p.rmgrid(s(:,5))).*s(:,2) - p.mbargrid(s(:,5)), 0); + + Ltemp(:, p.no + 1) = At + Y - (1 + p.rmgrid(s(:,5))).*s(:,2).*s(:,3).*s(:,4).*p.Pgrid(s(:,5)) + otemp.*s(:,3).*s(:,4).*p.Pgrid(s(:,5)); + + good = (Ltemp(:, p.no + 1) >= p.lgrid(1)); + + + if any(good) + + % Interpolate + + otempind = lookup1(p.ogrid, otemp, 3); + + w = (p.ogrid(otempind + 1) - otemp)./(p.ogrid(otempind + 1) - p.ogrid(otempind)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (rnow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind; + + + vtemp(good, p.no + 1) = w(good).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (rnow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind + 1; + + vtemp(good, p.no + 1) = vtemp(good, p.no + 1) + (1 - w(good)).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + + end + + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.no + 1], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(htemp <= p.no, branch) = p.ogrid(htemp(htemp <= p.no)); + omegaall(htemp > p.no, branch) = otemp(htemp > p.no); + + thetaall(:, branch) = p.tgrid(tnow); + hall(:, branch) = s(:,4); + + + end + end + + % Compute pall and v + + [vn, in] = max(vall(:, [1, 2, 5]), [], 2); + [vb, ib] = max(vall(:, [3, 4]), [], 2); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); + + pall = zeros(ns, 5); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 5) = (1 - pb).*(in == 3); + pall(:, 3) = pb.*(ib == 1); + pall(:, 4) = pb.*(ib == 2); + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + + +end + + + + + \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 High rm/start.m b/42/replication_package/model_replication/Main nu 3 High rm/start.m new file mode 100644 index 0000000000000000000000000000000000000000..e45b96564f913c671839880da0c21a80914add5d --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 High rm/start.m @@ -0,0 +1,246 @@ +clear; +clc; + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',22); + +intmeth = 'linear'; +printr = 1; + +optset('bisect', 'tol', 1e-32); + +% Calibrated Parameters + +p.beta = 0.982463; +p.alpha = 0.985853; +p.R = 0.015042; +p.phi = 0.898746; % productivity non-market +p.F0m = 0.070863; % fixed cost of refinancing +p.B = 9.539658; % bequest motive +p.r1 = 0.345363; +p.r2 = 11.435834; +p.rh = (1 + 0.029779)^(1/4) - 1; % upper bound on liquid rate + +% 0.013306 + +% Assigned Parameters + +p.nu = 3; % parameter in exponential distribution + +p.pidelta = [0.975; 0.025]; % probability of expenditure shocks +p.delta = [0; 0.0625]; % expenditure shock, fraction of home (quarterly so divide by 4) + +p.rl = (1 - 0.028)^(1/4) - 1; % lower bound on liquid rate + +p.T = 61*4; % last period of life +p.D = 30*4; % maturity of mortgages + +p.sigma = 2; % CRRA +p.gamma = 1; % Frisch elasticity of non-market production + +p.rm = (1 + 0.0417)^(1/4) - 1; % mortgage interest rate + +p.Fs = 0.06; % fixed cost of selling home +p.F1m = 0.005; % proportional cost of refinancing + +p.wbar = 1; % parameter governing luxuriousness of bequests + +p.thetam = 0.85; % maximum LTV +p.thetay = 0.214; % maximum PTI + +rhoz = 0.9908; +sz = 0.0761; +se = (1 - 0.55)^(1/2)*0.4869; % Krueger Perri (2011) show 55% of the variance of trans compon is measurement error so subtract + +time = (1 : 1 : p.T)'; +p.lambdat = exp(0.07982636 - 0.02322307 * (time/4 + 25) + 0.00105409 * (time/4 + 25).^2 - 0.00001028 * (time/4 + 25).^3); + +p.thetay = p.thetay*(1 - 0.3126./(1 + exp(18.629 - 0.3049*(time/4 + 25)))); + +p.mbar = p.rm/(1 - (1 + p.rm)^(-p.D)); % minimum payment required per 1 of initial debt + + +% Quality of Approximation + +p.na = 75; % number of nodes for liquid assets +p.nat = 75; % number of nodes for atilde = (1 + rl)*a - delta*h +p.nl = 75; % number of nodes for liquidity +p.no = 11; % number of nodes for omega (fraction of loan outstanding) +p.nt = 5; % number of possible initial LTV +p.nh = 7; % number of nodes for housing +p.nz = 9; % points for exogenous income z +p.ne = 3; + + +% Discretize Income Process + +[zgrid, Fzz] = rouwenhorst(rhoz, sz, p.nz); +zgrid = exp(zgrid'); +p.zgrid = zgrid; + +[Fz, d] = eigs(Fzz', 1, 'largestabs'); +Fz = Fz/sum(Fz); +Fz = full(Fz); % ergodic distribution of z + +[egrid, we] = qnwnorm(p.ne, 0, se^2); +egrid = exp(egrid); +p.egrid = egrid; + + +% Discretize other state variables + +amin = -0.4; +amax = 100; +p.agrid = amin + (amax - amin)*nodeunif(p.na, 0, 1).^2; + +omin = 0; +omax = 1; +p.ogrid = omin + (omax - omin)*nodeunif(p.no, 0, 1); + +tmin = 0.25; +tmax = p.thetam; % allow to cover fixed cost +p.tgrid = tmin + (tmax - tmin)*nodeunif(p.nt, 0, 1); + +hmin = 5; % minimum house size +hmax = 40; % maximum house size +p.hgrid = hmin + (hmax - hmin)*nodeunif(p.nh, 0, 1).^1.5; + +ymin = min(p.lambdat)*zgrid(1)*egrid(1); +ymax = max(p.lambdat)*zgrid(end)*egrid(end); + +lmin = -1; % keep it reasonably negative so they know that's a bad state to find yourself in +lmax = 125; +p.lgrid = lmin + (lmax - lmin)*nodeunif(p.nl, 0, 1).^1.5; + +atmin = -p.delta(2)*hmax + (1 + p.rl)*amin; +atmax = (1 + p.rh)*amax; +p.atgrid = atmin + (atmax - atmin)*nodeunif(p.nat, 0, 1).^1.5; + + + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.atgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.atgrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for W functions +swr = gridmake(p.lgrid, p.zgrid); + +svht = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for computing intermediate value function (creier prajit) +svrt = gridmake(p.agrid, p.zgrid, p.egrid); + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + +ind3h = kron((1:1:p.no*p.nt*p.nh*p.nz*p.ne)', ones(p.na, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind3r = kron((1:1: p.nz*p.ne)', ones(p.na, 1)); + + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.nat*p.no*p.nt*p.nh*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.nat*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + +cmaxh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amin); % c that implies a' = amin +cmaxr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amin); + +cminh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amax); % c that implies a' = amax +cminr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amax); + +cmaxh = repmat(cmaxh, p.no*p.nt*p.nh*p.nz, 1); +cmaxr = repmat(cmaxr, p.nz, 1); + +cminh = repmat(cminh, p.no*p.nt*p.nh*p.nz, 1); +cminr = repmat(cminr, p.nz, 1); + + +% Terminal value of bequests + +rlh = interest(svbarh(:,1), p); +rlr = interest(svbarr(:,1), p); + +vbarh(:, p.T + 1) = p.pidelta(1)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(1)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma) + ... + p.pidelta(2)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(2)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); + +vbarr(:, p.T + 1) = p.B*(p.wbar + (1 + rlr).*svbarr(:,1)).^(1 - p.sigma)/(1 - p.sigma); + + +for t = p.T : -1 : 1 + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + At = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + [~, ~, ~, ~, vr(:,t)] = solveh(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', At, Y, znow); + + + % Solve discrete choice problem of housing + + At = svh(:,1); + Y = p.lambdat(t)*svh(:,5).*svh(:,6); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat*p.no*p.nt*p.nh, 1)), p.ne, 1); % index of z in (a, omega, theta, h, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.nat*p.no*p.nt, 1)), p.nz*p.ne, 1); % index of h in (a, omega, theta, h, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.nat*p.no, 1)), p.nh*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, z, e) space for owners + + + [~, ~, ~, ~, vh(:,t)] = solveh(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', At, Y, znow, hnow, tnow); + + % We need to interpolate to calculate the expected value before the delta shocks are realized, but after the z,e shocks are realized + + Vhinterp = griddedInterpolant({p.atgrid, (1: 1:p.no*p.nt*p.nh*p.nz*p.ne)'}, reshape(vh(:, t), p.nat, p.no*p.nt*p.nh*p.nz*p.ne), intmeth, 'linear'); + Vrinterp = griddedInterpolant({p.atgrid, (1: 1: p.nz*p.ne)'}, reshape(vr(:, t), p.nat, p.nz*p.ne), intmeth, 'linear'); + + + % Compute expected value and update vbar + + % 1. Step 1: integrate delta shocks by interpolate value of home and rent (which are functions of atilde) + + vhtemp = p.pidelta(1)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(1)*svht(:, 4), ind3h) + p.pidelta(2)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(2)*svht(:, 4), ind3h); + + vrtemp = Vrinterp((1 + interest(svrt(:,1), p)).*svrt(:,1), ind3r); + + % 2. Step 2: integrate income shocks + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh, Fzz}, vhtemp((i - 1)*p.na*p.no*p.nt*p.nh*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nz)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vrtemp((i - 1)*p.na*p.nz + 1 : i*p.na*p.nz)); + + end + +end + + +simulate +simulate_liquidity diff --git a/42/replication_package/model_replication/Main nu 3 High rm/start_calibration.m b/42/replication_package/model_replication/Main nu 3 High rm/start_calibration.m new file mode 100644 index 0000000000000000000000000000000000000000..a30373ce8e0088ca3588d549a116a702d60209b3 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 High rm/start_calibration.m @@ -0,0 +1,71 @@ +clear; +clc; + +format short g + +p.beta = 0.982469; +p.alpha = 0.948085; +p.R = 0.015102; +p.phi = 0.921713; % productivity non-market +p.F0m = 0.083441; % fixed cost of refinancing +p.B = 10.223019; % bequest motive +p.r1 = 0.335880; +p.r2 = 10.568925; +p.rh = (1 + 0.029692)^(1/4) - 1; % upper bound on liquid rate + + +x = [p.beta; p.alpha; p.R; p.phi; p.F0m; p.B; p.r1; p.r2; (1 + p.rh)^4 - 1]; + +lb = [0.980; 0.88; 0.012; 0.82; 0.07; 9.5; 0.25; 9; 0.026 ]; +ub = [0.985; 1.00; 0.018; 1.02; 0.10; 11.0; 0.45; 12; 0.034 ]; + +ftarget = @(x) objective(x); + +% ftarget(x) +% return + +switch 'fminsearch' + + case 'fminsearch' + + disp('fminsearch') + + options = optimset('fminsearch'); + options.Display = 'iter'; + options.TolX = 1e-4; + options.MaxFunEvals = 250; + + x = fminsearchbnd(ftarget, x, lb, ub, options); + + + case 'ga' + + parpool + + disp('ga') + gaoptions = gaoptimset('Display', 'off','UseParallel', 'always', 'InitialPopulation', x'); + x = ga(@(x)ftarget(x), size(x, 1), [], [], [], [], lb, ub, [], gaoptions); + + + case 'particleswarm' + + disp('particleswarm') + + options = optimoptions('particleswarm', 'Display', 'off', 'MaxTime', 10000, 'UseParallel', true, 'InitialSwarm', x', 'SwarmSize', 200); + + x = particleswarm(ftarget, numel(x), lb', ub', options); %this function complains if I give it a structure as input + + + case 'patternsearch' + disp('patternsearch') + + options = optimoptions('patternsearch','Display','off', 'UseParallel', true); + + parpool + + x = patternsearch(ftarget, x, [], [], [], [], lb, ub, [], options); + +end + +x = x(:); + diff --git a/42/replication_package/model_replication/Main nu 3 High rm/start_new.m b/42/replication_package/model_replication/Main nu 3 High rm/start_new.m new file mode 100644 index 0000000000000000000000000000000000000000..4f96145ed4fbc59346b585c6764602e9d0865988 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 High rm/start_new.m @@ -0,0 +1,135 @@ + + +p.rm = []; +p.mbar = []; + +p.rmgrid = [p.rm0; p.rm1]; +p.Pgrid = [p.P0; p.P1]; +p.mbargrid = [p.mbar0; p.mbar1]; + +p.nr = 2; % number of possible mortgage contracts + + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.atgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.atgrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid); % grid for W functions: made r state variable an index (1, 2), or else doesn't respect monotonicity +swr = gridmake(p.lgrid, p.zgrid); + +svht = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svrt = gridmake(p.agrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nr*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + +ind3h = kron((1:1:p.no*p.nt*p.nh*p.nr*p.nz*p.ne)', ones(p.na, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind3r = kron((1:1: p.nz*p.ne)', ones(p.na, 1)); + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nr*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.nat*p.no*p.nt*p.nh*p.nr*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.nat*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nr*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nr*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + +cmaxh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amin); % c that implies a' = amin +cmaxr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amin); + +cminh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amax); % c that implies a' = amax +cminr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amax); + +cmaxh = repmat(cmaxh, p.no*p.nt*p.nh*p.nr*p.nz, 1); +cmaxr = repmat(cmaxr, p.nz, 1); + +cminh = repmat(cminh, p.no*p.nt*p.nh*p.nr*p.nz, 1); +cminr = repmat(cminr, p.nz, 1); + + +% Terminal value of bequests + +rlh = interest(svbarh(:,1), p); +rlr = interest(svbarr(:,1), p); + +beqh = (1 + rlh).*svbarh(:,1) + (1 - p.Fs).*p.Pgrid(p.nr)*svbarh(:,4) - svbarh(:,2).*svbarh(:,3).*(1 + p.rmgrid(svbarh(:,5))).*p.Pgrid(svbarh(:,5)).*svbarh(:,4); +beqr = (1 + rlr).*svbarr(:,1); + +vbarh(:, p.T + 1) = p.pidelta(1)*p.B*(p.wbar + beqh - p.delta(1).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma) + ... + p.pidelta(2)*p.B*(p.wbar + beqh - p.delta(2).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); + +vbarr(:, p.T + 1) = p.B*(p.wbar + beqr).^(1 - p.sigma)/(1 - p.sigma); + +for t = p.T : -1 : 1 + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + At = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + [~, ~, ~, ~, vr(:,t)] = solveh_new(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', At, Y, znow); + + + % Solve discrete choice problem of homeowners + + At = svh(:,1); + Y = p.lambdat(t)*svh(:,6).*svh(:,7); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat*p.no*p.nt*p.nh*p.nr, 1)), p.ne, 1); % index of z in (a, omega, theta, h, r, z, e) space for owners + rnow = repmat(kron((1: 1 : p.nr)', ones(p.nat*p.no*p.nt*p.nh, 1)), p.nz*p.ne, 1); % index of r in (a, omega, theta, h, r, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.nat*p.no*p.nt, 1)), p.nr*p.nz*p.ne, 1); % index of h in (a, omega, theta, h, r, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.nat*p.no, 1)), p.nh*p.nr*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, r, z, e) space for owners + + + [~, ~, ~, ~, vh(:,t)] = solveh_new(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', At, Y, znow, hnow, tnow, rnow); + + % We need to interpolate to calculate the expected value before the delta shocks are realized, but after the z,e shocks are realized + + Vhinterp = griddedInterpolant({p.atgrid, (1: 1:p.no*p.nt*p.nh*p.nr*p.nz*p.ne)'}, reshape(vh(:, t), p.nat, p.no*p.nt*p.nh*p.nr*p.nz*p.ne), intmeth, 'linear'); + Vrinterp = griddedInterpolant({p.atgrid, (1: 1: p.nz*p.ne)'}, reshape(vr(:, t), p.nat, p.nz*p.ne), intmeth, 'linear'); + + + % Compute expected value and update vbar + + % 1. Step 1: integrate delta shocks by interpolate value of home and rent (which are functions of atilde) + + vhtemp = p.pidelta(1)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(1)*svht(:, 4), ind3h) + p.pidelta(2)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(2)*svht(:, 4), ind3h); + + vrtemp = Vrinterp((1 + interest(svrt(:,1), p)).*svrt(:,1), ind3r); + + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh*p.nr, Fzz}, vhtemp((i - 1)*p.na*p.no*p.nt*p.nh*p.nr*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nr*p.nz)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vrtemp((i - 1)*p.na*p.nz + 1 : i*p.na*p.nz)); + + end + +end + + + diff --git a/42/replication_package/model_replication/Main nu 3 High rm/temp.m b/42/replication_package/model_replication/Main nu 3 High rm/temp.m new file mode 100644 index 0000000000000000000000000000000000000000..564683f548f6a23ab30b3e99e4827274b53b1627 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 High rm/temp.m @@ -0,0 +1,136 @@ + +% plot value of liquidity as a function of various characteristics + +% 1. Loan to Value + +LTV = Thsim(:, :, 2).*Osim(:,:,2); + +ltv = LTV(ind); + +good = ltv == 0; + +bins = [0; prctile(ltv(ltv > 0), (20:20:100)')]; + +xx = zeros(numel(bins), 1); +yy = xx; + +xx(1) = median(ltv(good)); +yy(1) = mean(max(0, gains(good))); + + +for i = 1 : numel(bins) - 1 + + good = ltv > bins(i) & ltv <= bins(i + 1); + + xx(i+1) = median(ltv(good)); + yy(i+1) = mean(max(0, gains(good))); + +end + +lasst = Asim(:, :, 2)./(Asim(:,:,2) + (1 - Thsim(:, :, 2).*Osim(:, :, 2)).*Hsim(:,:,2)); % liquid assets to wealth +logy = log(Ysim(:, :, 2)); % log income + +pti = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2); +lasst = lasst(ind); +logy = logy(ind); + +% Can we run some regressions? + +yy = min(1, max(0, gains)); +xx = [ltv, lasst, logy]; + +% randomly permute + +shuff = randperm(numel(yy)); + +yy = yy(shuff); +xx = xx(shuff, :); + +yy = yy(1 : 250000); +xx = xx(1 : 250000, :); + +nnet.type = 0; % output layer: 0 if f(x) in -inf, +inf, 1 if f(x) in 0, 1 +nnet.lambda = 0.1; % regularization parameter +nnet.lsize = [size(xx, 2), 25, 1]; % inner matrix: number of neurons in each hidden layer +nnet.afunc = {'tanhh'}; % activation functions in each inner layer + +tic +theta = fitreg([], xx, yy, nnet, 'knitro'); +toc +yyhat = predict(theta, xx, nnet); + +Rsq = 1 - mean((yy - yyhat).^2)/mean((yy - mean(yy)).^2); + + +% Compare to Matlab + +net = fitnet([25], 'trainlm'); + +net.trainParam.epochs = 200; + +net.layers{1}.transferFcn = 'tansig'; % for alternative functions + +net.divideParam.trainRatio = 0.70; +net.divideParam.valRatio = 0.15; +net.divideParam.testRatio = 0.15; + +net.inputs{1}.processFcns = {}; % don't normalize +net.outputs{2}.processFcns = {}; % don't normalize + +%net = configure(net, xx', yy'); +%net = setwb(net, theta); + +tic +net = train(net, xx', yy', 'useParallel','yes','showResources','yes'); +toc + +yyhat2 = net(xx')'; + +theta2 = getwb(net); + +Rsq2 = 1 - mean((yy - yyhat2).^2)/mean((yy - mean(yy)).^2); + +fprintf('\n %6.4f %6.4f \n', [Rsq Rsq2]); + +% plot + +xnode = gridmake(nodeunif(100, 0, p.thetam), median(xx(:,2)), median(xx(:,3))); +ynode = predict(theta, xnode, nnet); +ynode2 = net(xnode')'; + +figure(5) +subplot(2,2,1) + +plot(xnode(:,1), [ynode, ynode2]); + +[xxmed, yymed] = binned_plot(xx(:,1), yy, 10); + +hold on +scatter(xxmed, yymed, 150, 'filled') + +subplot(2,2,2) + +xnode = gridmake(median(xx(:,1)), nodeunif(100, prctile(xx(:,2), 1), prctile(xx(:,2), 99)), median(xx(:,3))); +ynode = predict(theta, xnode, nnet); +ynode2 = net(xnode')'; + +plot(xnode(:,2), [ynode, ynode2]); + +[xxmed, yymed] = binned_plot(xx(:,2), yy, 10); + +hold on +scatter(xxmed, yymed, 150, 'filled') + + +subplot(2,2,3) + +xnode = gridmake(median(xx(:,1)), median(xx(:,2)), nodeunif(100, prctile(xx(:,3), 1), prctile(xx(:,3), 99))); +ynode = predict(theta, xnode, nnet); +ynode2 = net(xnode')'; + +plot(xnode(:,3), [ynode, ynode2]); + +[xxmed, yymed] = binned_plot(xx(:,3), yy, 10); + +hold on +scatter(xxmed, yymed, 150, 'filled') \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 High rm/understand.m b/42/replication_package/model_replication/Main nu 3 High rm/understand.m new file mode 100644 index 0000000000000000000000000000000000000000..c6b010e9ef406c76079ac5acb180ed9e7e151c3b --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 High rm/understand.m @@ -0,0 +1,104 @@ +clc +%{ +ind = 558; +initage = 150; + +dVc = (squeeze(Vallcsim(ind, 4, initage, 1 : S) - Vallcsim(ind, 5, initage, 1 : S)))./squeeze(Ccsim(ind, initage, 1 : S).^(-p.sigma)); +dV = squeeze( Vallsim(ind, 4, initage, 1 : S) - Vallsim(ind, 5, initage, 1 : S))./squeeze(Csim(ind, initage, 1 : S).^(-p.sigma)); + +Pc = squeeze(Pallcsim(ind, 4, initage, 1 : S)); +P = squeeze( Pallsim(ind, 4, initage, 1 : S)); + +Ac = squeeze(Acsim(ind, initage, 1 : S)); +A = squeeze( Asim(ind, initage, 1 : S)); + +LTVc = squeeze(Thcsim(ind, initage, 1 : S).*Ocsim(ind, initage, 1 : S)); +LTV = squeeze( Thsim(ind, initage, 1 : S).* Osim(ind, initage, 1 : S)); + +Y = squeeze( Ysim(ind, initage, 1 : S)); + +Hc = squeeze( Hcsim(ind, initage, 1 : S)); +H = squeeze( Hsim(ind, initage, 1 : S)); + +Cc = squeeze( Ccsim(ind, initage, 1 : S)); +C = squeeze( Csim(ind, initage, 1 : S)); + + + +Sav = p.thetam.*H(2).*(p.mbar0 - p.mbar1); + +fprintf('\n') +fprintf('\n') +fprintf('Savings if refinance in period 2: quarterly, PV at old rm = %9.3f %9.3f \n', [Sav, Sav*(1 - (1 + p.rm0)^(-p.D))/p.rm0]); + +fprintf('\n') +fprintf('\n') +fprintf('%s %s \n', [' Date', ' Gains from Refi', ' Prob Refi', ' Liq Asst', ' LTV', ' House Size', ' Income', ' Consumption']) +fprintf('\n') +fprintf('\n') +fprintf('\t%d %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f \n', [(1 : 1 : S)', dVc, dV, Pc, P, Ac, A, LTVc, LTV, Hc, H, Y, Cc, C, ]') +fprintf('\n') +fprintf('\n') + +%} + +% People who absent utility cost would benefit from refinance + +time = 2; + +% Absent Rate Drop + +borr = Hsim(:, :, time) > 0 & Osim(:, :, time) > 0; + +good = Hsim(:, :, time) > 0 & Osim(:, :, time) > 0 & squeeze((Vallsim(:, 4, :, time) > max(Vallsim(:, [1, 2, 3, 5], :, time), [], 2)) ); + +Vother = squeeze(max(Vallsim(:, [1, 2, 3, 5], :, time), [], 2)); +Vrefi = squeeze(Vallsim(:, 4, :, time)); +Vgap = (Vrefi - Vother)./Csim(:, :, time).^(-p.sigma); +Prefi = squeeze(Pallsim(:, 4, :, time)); +Refi = squeeze(Dsim(:, :, time) == 4); + + + +% After Rate Drop + +borrc = Hcsim(:, :, time) > 0 & Ocsim(:, :, time) > 0; + +goodc = Hcsim(:, :, time) > 0 & Ocsim(:, :, time) > 0 & squeeze((Vallcsim(:, 4, :, time) > max(Vallcsim(:, [1, 2, 3, 5], :, time), [], 2)) ); + +Votherc = squeeze(max(Vallcsim(:, [1, 2, 3, 5], :, time), [], 2)); +Vrefic = squeeze(Vallcsim(:, 4, :, time)); +Vgapc = (Vrefic - Votherc)./Ccsim(:, :, time).^(-p.sigma); +Prefic = squeeze(Pallcsim(:, 4, :, time)); +Refic = squeeze(Dcsim(:, :, time) == 4); + + +fprintf('\n') +fprintf('Steady State \n') +fprintf('\n') +fprintf('Monetary cost of refinancing, 2016 USD = %9.0f \n', p.F0m*12896); +fprintf('Fraction who would refinance absent utility cost = %9.2f \n', sum(good(:))/sum(borr(:))); +fprintf('Average welfare gains from refinancing, 2016 USD = %9.0f \n', mean(Vgap(good))*12896 ); +fprintf('Fraction who refinance = %9.2f \n', mean(Refi(borr)) ); + + +fprintf('\n') +fprintf('After decline in interest rates \n') +fprintf('\n') +fprintf('Fraction who would refinance absent utility cost = %9.2f \n', sum(goodc(:))/sum(borrc(:))); +fprintf('Average welfare gains from refinancing, 2016 USD = %9.0f \n', mean(Vgapc(goodc))*12896); +fprintf('Proportion of those that benefit who refinance = %9.3f \n', mean(Refic(goodc))); + + + +% Naive measure of benefit from refinancing: +% Is PV of savings (discounted at old rate) above the cost of borrowing + +PVgains = Osim(:,:, time).*Thsim(:, :, time).*Hsim(:, :, time).*((p.mbar0 - p.mbar1)*(1 - (1 + p.rm0)^(-p.D))/p.rm0 - p.F1m) - p.F0m; + +goodc = PVgains > 0; +fprintf('\n') + +fprintf('Fraction with positive savings from refinancing = %9.2f\n', sum(goodc(:))/sum(borrc(:))); +fprintf('Average savings from refinancing, 2016 USD = %9.0f\n', mean(PVgains(goodc))*12896); +fprintf('Fraction who refinance = %9.2f\n', mean(Refic(borrc))); diff --git a/42/replication_package/model_replication/Main nu 3 High rm/vec.m b/42/replication_package/model_replication/Main nu 3 High rm/vec.m new file mode 100644 index 0000000000000000000000000000000000000000..b979fb42e34c27aebf07fa2dc3437ae650f79efe --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 High rm/vec.m @@ -0,0 +1,3 @@ +function y = vec(x) + +y = x(:); \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 High rm/wfunc.m b/42/replication_package/model_replication/Main nu 3 High rm/wfunc.m new file mode 100644 index 0000000000000000000000000000000000000000..2d3afefcae58a2425a33b17cdea93a89c5e726df --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 High rm/wfunc.m @@ -0,0 +1,19 @@ +function v = wfunc(c, s, ind2, EV, p, type) + + +[~, aprime] = savings(c, s, p, type); + + +if strcmp(type, 'h') + +v = c.^(1 - p.sigma)/(1 - p.sigma) + p.alpha*s(:,4).^(1 - p.sigma)/(1 - p.sigma) - ... + p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*c.^(-p.sigma*(1 + 1/p.gamma)) + p.beta*EV(aprime, ind2); + +else + +v = (1 + p.alpha^(1/p.sigma)*p.R^(1 - 1/p.sigma))*c.^(1 - p.sigma)/(1 - p.sigma) - ... + p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*c.^(-p.sigma*(1 + 1/p.gamma)) + p.beta*EV(aprime, ind2); + +end + + diff --git a/42/replication_package/model_replication/Main nu 3 High rm/wprctile.m b/42/replication_package/model_replication/Main nu 3 High rm/wprctile.m new file mode 100644 index 0000000000000000000000000000000000000000..10cd9b35a60450821315b9d60706a9048a8806e5 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 High rm/wprctile.m @@ -0,0 +1,195 @@ +function y = wprctile(X,p,varargin) +%WPRCTILE Returns weighted percentiles of a sample with six algorithms. +% The idea is to give more emphasis in some examples of data as compared to +% others by giving more weight. For example, we could give lower weights to +% the outliers. The motivation to write this function is to compute percentiles +% for Monte Carlo simulations where some simulations are very bad (in terms of +% goodness of fit between simulated and actual value) than the others and to +% give the lower weights based on some goodness of fit criteria. +% +% USAGE: +% y = WPRCTILE(X,p) +% y = WPRCTILE(X,p,w) +% y = WPRCTILE(X,p,w,type) +% +% INPUT: +% X - vector or matrix of the sample data +% p - scalar or a vector of percent values between 0 and 100 +% +% w - positive weight vector for the sample data. Length of w must be +% equal to either number of rows or columns of X. If X is matrix, same +% weight vector w is used for all columns (DIM=1)or for all rows +% (DIM=2). If the weights are equal, then WPRCTILE is same as PRCTILE. +% +% type - an integer between 4 and 9 selecting one of the 6 quantile algorithms. +% Type 4: p(k) = k/n. That is, linear interpolation of the empirical cdf. +% Type 5: p(k) = (k-0.5)/n. That is a piecewise linear function where +% the knots are the values midway through the steps of the +% empirical cdf. This is popular amongst hydrologists. (default) +% PRCTILE also uses this formula. +% Type 6: p(k) = k/(n+1). Thus p(k) = E[F(x[k])]. +% This is used by Minitab and by SPSS. +% Type 7: p(k) = (k-1)/(n-1). In this case, p(k) = mode[F(x[k])]. +% This is used by S. +% Type 8: p(k) = (k-1/3)/(n+1/3). Then p(k) =~ median[F(x[k])]. +% The resulting quantile estimates are approximately +% median-unbiased regardless of the distribution of x. +% Type 9: p(k) = (k-3/8)/(n+1/4). The resulting quantile estimates are +% approximately unbiased for the expected order statistics +% if x is normally distributed. +% +% Interpolating between the points pk and X(k) gives the sample +% quantile. Here pk is plotting position and X(k) is order statistics of +% x such that x(k)< x(k+1) < x(k+2)... +% +% OUTPUT: +% y - percentiles of the values in X +% When X is a vector, y is the same size as p, and y(i) contains the +% P(i)-th percentile. +% When X is a matrix, WPRCTILE calculates percentiles along dimension DIM +% which is based on: if size(X,1) == length(w), DIM = 1; +% elseif size(X,2) == length(w), DIM = 2; +% +% EXAMPLES: +% w = rand(1000,1); +% y = wprctile(x,[2.5 25 50 75 97.5],w,5); +% % here if the size of x is 1000-by-50, then y will be size of 6-by-50 +% % if x is 50-by-1000, then y will be of the size of 50-by-6 +% +% Please note that this version of WPRCTILE will not work with NaNs values and +% planned to update in near future to handle NaNs values as missing values. +% +% References: Rob J. Hyndman and Yanan Fan, 1996, Sample Quantiles in Statistical +% Package, The American Statistician, 50, 4. +% +% HISTORY: +% version 1.0.0, Release 2007/10/16: Initial release +% version 1.1.0, Release 2008/04/02: Implementation of other 5 algorithms and +% other minor improvements of code +% +% +% I appreciate the bug reports and suggestions. +% See also: PRCTILE (Statistical Toolbox) + +% Author: Durga Lal Shrestha +% UNESCO-IHE Institute for Water Education, Delft, The Netherlands +% eMail: durgals@hotmail.com +% Website: http://www.hi.ihe.nl/durgalal/index.htm +% Copyright 2004-2007 Durga Lal Shrestha. +% $First created: 16-Oct-2007 +% $Revision: 1.1.0 $ $Date: 02-Apr-2008 13:40:29 $ + +% *********************************************************************** + +%% Input arguments check + +% error(nargchk(2,4,nargin)) +% if ~isvector(p) || numel(p) == 0 +% error('wprctile:BadPercents', ... +% 'P must be a scalar or a non-empty vector.'); +% elseif any(p < 0 | p > 100) || ~isreal(p) +% error('wprctile:BadPercents', ... +% 'P must take real values between 0 and 100'); +% end +% if ndims(X)>2 +% error('wprctile:InvalidNumberofDimensions','X Must be 2D.') +% end + + +% Default weight vector +if isvector(X) + w = ones(length(X),1); +else + w = ones(size(X,1),1); % works as dimension 1 +end +type = 5; + +if nargin > 2 + if ~isempty(varargin{1}) + w = varargin{1}; % weight vector + end + if nargin >3 + type = varargin{2}; % type to compute quantile + end +end + +if ~isvector(w)|| any(w<0) + error('wprctile:InvalidWeight', ... + 'w must vecor and values should be greater than 0'); +end + +% Check if there are NaN in any of the input +nans = isnan(X); +if any(nans(:)) || any(isnan(p))|| any(isnan(w)) + error('wprctile:NaNsInput',['This version of WPRCTILE will not work with ' ... + 'NaNs values in any input and planned to update in near future to ' ... + 'handle NaNs values as missing values.']); +end +%% Figure out which dimension WPRCTILE will work along using weight vector w + +n = length(w); +[nrows, ncols] = size(X); +if nrows==n + dim = 1; +elseif ncols==n + dim = 2; +else + error('wprctile:InvalidDimension', ... + 'length of w must be equal to either number of rows or columns of X'); +end + +%% Work along DIM = 1 i.e. columswise, convert back later if needed using tflag + +tflag = false; % flag to note transpose +if dim==2 + X = X'; + tflag = true; +end +ncols = size(X,2); +np = length(p); +y = zeros(np,ncols); + +% Change w to column vector +w = w(:); + +% normalise weight vector such that sum of the weight vector equals to n +w = w*n/sum(w); + +%% Work on each column separately because of weight vector + +for i=1:ncols + [sortedX, ind] = sort(X(:,i)); % sort the data + sortedW = w(ind); % rearrange the weight according to ind + k = cumsum(sortedW); % cumulative weight + switch type % different algorithm to compute percentile + case 4 + pk = k/n; + case 5 + pk = (k-sortedW/2)/n; + case 6 + pk = k/(n+1); + case 7 + pk = (k-sortedW)/(n-1); + case 8 + pk = (k-sortedW/3)/(n+1/3); + case 9 + pk = (k-sortedW*3/8)/(n+1/4); + otherwise + error('wprctile:InvalidType', ... + 'Integer to select one of the six quantile algorithm should be between 4 to 9.') + end + + % to avoid NaN for outside the range, the minimum or maximum values in X are + % assigned to percentiles for percent values outside that range. + q = [0;pk;1]; + xx = [sortedX(1); sortedX; sortedX(end)]; + + % Interpolation between q and xx for given value of p + y(:,i) = interp1q(q,xx,p(:)./100); +end + +%% Transpose data back for DIM = 2 to the orginal dimension of X +% if p is row vector and X is vector then return y as row vector +if tflag || (min(size(X))==1 && size(p,1)==1) + y=y'; +end \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 House Price growth/binned_plot.m b/42/replication_package/model_replication/Main nu 3 House Price growth/binned_plot.m new file mode 100644 index 0000000000000000000000000000000000000000..20128809df75feb0ca5e47ce1bce4356c78f3d5a --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 House Price growth/binned_plot.m @@ -0,0 +1,283 @@ + +function [x_med_out,y_med,y_low,y_high] = binned_plot(x,y,varargin) +% BINNED_PLOT binned scatter plot +% +% BINNED_PLOT(X,Y) splits vector X into bins of aproximately equal size, +% and plots each median against the median of the corresponding Y-values, +% as well as their inter-quartile range. X and Y must have the same +% number of rows or columns. +% +% BINNED_PLOT(X,Y,NUM_BINS) also specifies the (maximum) number of bins. +% +% +% [X_MED,Y_MED,Y_LOW,Y_HIGH] = BINNED_PLOT(...) returns the median of the +% X-bin, the median, lower and upper quartile of the corresponding Y-values +% +% Additional properties can be set as attribute-value pairs: +% - 'y_range' : specifies the width of the Y-band (range 0 .. 0.5; +% e.g., 0.5 plots the range between maxima and minima); +% default: 0.25 +% - 'y_mean_std' : plot means and standard deviations instead of medians +% and quartiles ['on','off'] +% - 'style' : plotting style (same options as in plot command) +% - 'density' : transparency corresponds to the number of points in +% the shaded area ['on','off'] +% - 'transparency' : transparency of filled range (for non-density plots) +% - 'transparency_min': minimum transparency of filled range (for density plots) +% - 'transparency_max': maximum transparency of filled range (for density plots) +% +% +% Example: +% x=0:0.1:20; +% y=[sin(x); cos(x)] + randn(2,201); +% binned_plot(x,y) +% + +% Stefan Schroedl +% 04/07/2008 + +optargin = size(varargin,2); +stdargin = nargin - optargin; + +if (stdargin<2) + error('at least two arguments required') +end + + +% defaults for optional arguments +num_bins = []; +y_range = []; +style = []; +y_mean_std = 0; +transparency = 0.1; +transparency_max = 0.6; +transparency_min = 0.1; +density_transparency = 0; + +% parse optional arguments +i=1; +while (i <= optargin) + if (i==1 && isnumeric(varargin{i})) + num_bins = varargin{i}; % interpret as number of bins + i = i + 1; + elseif (strcmp(varargin{i},'style') && i < optargin) + style = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'y_range') && i < optargin) + y_range = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'transparency') && i < optargin) + transparency = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'transparency_max') && i < optargin) + transparency_max = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'transparency_min') && i < optargin) + transparency_min = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'y_mean_std') && i < optargin) + if (strcmp(varargin{i+1},'on')) + y_mean_std = 1; + elseif (strcmp(varargin{i+1},'off')) + y_mean_std = 0; + else + error('unrecognized option for y_mean_std, should be [on/off]'); + end + i = i + 2; + elseif (strcmp(varargin{i},'density') && i < optargin) + if (strcmp(varargin{i+1},'on')) + density_transparency = 1; + elseif (strcmp(varargin{i+1},'off')) + density_transparency = 0; + else + error('unrecognized option for density, should be [on/off]'); + end + i = i + 2; + elseif (ischar(varargin{i})) + error('unrecognized attribute: %s', varargin{i}); + else + error('at most three arguments expected'); + end +end + +if (transparency_min >= transparency_max) + error('transparency_min should be smaller than transparency_max'); +end + +% determine input matrix sizes +[nx,mx] = size(x); +[ny,my] = size(y); + +if nx > 1 && mx > 1 + error('first argument must be a vector'); +end + +% adjust matrices to be column vectors + +if mx>1 + % transpose + x = x(:); + nx = mx; + mx = 1; +end + +if my == nx + % transpose + y = y'; + [ny,my] = size(y); +else + if ny ~= nx + error('first and second arguments must have either same number of rows or columns'); + end +end + + +if isempty(num_bins) + num_bins = max( min(length(x),3), floor(sqrt(length(x)-1))-1); % default heuristic for number of bins +else if ~isnumeric(num_bins) + db error('third argument num_bins must be numeric'); + end +end + +if isempty(y_range) + y_range = 0.25; % default: quartile +end + +if isempty(style) + style = ''; % no style specified +end + +% determine colors and markers +colors = repmat('b',1,my); +noColSpec = cell(1,my); +for i=1:my + [colors(i),noColSpec{i}] = getColorSpec(style,i); +end + +% x quantiles +qvals = 0:(1/num_bins):(1-1/num_bins); +x_quant = quantile(x,[qvals 1]); + +% remove identical bins +x_quant = sort(unique(x_quant)); + +% due to interpolation, some bins can still be empty +x_quant2 = x_quant; +x_quant = x_quant(1); +count_bin = length(find(x>x_quant2(1))); +for i=2:length(x_quant2) + count_bin2 = length(find(x>x_quant2(i))); + if count_bin2 ~= count_bin + x_quant = [x_quant x_quant2(i)]; + end + count_bin = count_bin2; +end + +% preallocate outputs +x_med = zeros(length(x_quant)-1,1); +y_med = zeros(length(x_quant)-1,my); +y_low = zeros(length(x_quant)-1,my); +y_high = zeros(length(x_quant)-1,my); + +% desired y range + +for i = 1:length(x_quant)-1 + idx = x >= x_quant(i) & (x < x_quant(i+1)); + if (~y_mean_std) + + q = quantile(y(idx,:),[0.5-y_range 0.5 0.5 + y_range]); + % hack for quantile output dim + if my == 1 + q = q'; + end + y_low(i,:) = q(1,:); + y_med(i,:) = q(2,:); + y_high(i,:) = q(3,:); + x_med(i) = median(x(idx)); + else + % use mean and std dev + m = mean(y(idx,:)); + s = std(y(idx,:)); + y_med(i,:) = m; + y_low(i,:) = m-s; + y_high(i,:) = m+s; + x_med(i) = mean(x(idx)); + end +end + +if (nargout == 0) + hold_mode = ishold; + x_min = x_quant(1); + x_max = x_quant(end); + for i=1:my + inner_spec = strcat(colors(i), noColSpec{i}); + + if(~density_transparency) + % fill between quartiles + xpoints=[x_min; x_med; x_max; x_max; flipud(x_med); x_min ]; + ypoints=[y_high([ 1 1:end end],i); flipud(y_low([1 1:end end],i)) ]; + fillhandle=fill(xpoints,ypoints,colors(i)); + set(fillhandle,'EdgeColor',colors(i),'FaceAlpha',transparency,'EdgeAlpha',transparency); %set transparency + else + % precompute trapezoids, areas + xpoints = zeros(4,length(x_med)+1); + ypoints = zeros(4,length(x_med)+1); + area_fill = zeros(1,length(x_med)+1); + + xpoints(:,1) = [x_min; x_med(1); x_med(1); x_min]; + ypoints(:,1) = [y_high(1,i); y_high(1,i); y_low(1,i); y_low(1,i)]; + area_fill(1) = (xpoints(2,1)-xpoints(1,1))*(ypoints(1,1)-ypoints(4,1)+ypoints(2,1)-ypoints(3,1))/2; + + for j=1:(length(x_med)-1) + xpoints(:,j+1) = [x_med(j); x_med(j+1); x_med(j+1); x_med(j)]; + ypoints(:,j+1) = [y_high(j,i); y_high(j+1,i); y_low(j+1,i); y_low(j,i)]; + area_fill(j+1) = (xpoints(2,j+1)-xpoints(1,j+1))*(ypoints(1,j+1)-ypoints(4,j+1)+ypoints(2,j+1)-ypoints(3,j+1))/2; + end + + xpoints(:,end) = [x_med(end); x_max; x_max; x_med(end)]; + ypoints(:,end) = [y_high(end,i); y_high(end,i); y_low(end,i); y_low(end,i)]; + area_fill(end) = (xpoints(2,end)-xpoints(1,end))*(ypoints(1,end)-ypoints(4,end)+ypoints(2,end)-ypoints(3,end))/2; + + area_max = max(area_fill); + area_min = min(area_fill); + area_range = area_max - area_min; + if (area_range == 0) + area_range = 1; + end + transparency_range = transparency_max - transparency_min; + % scale transparency according to density (i.e., inversely + % proportional to trapezoid area) + transp_mod = transparency_max - (area_fill - area_min) .* transparency_range ./ area_range; + for j=1:(length(x_med)+1) + fillhandle=fill(xpoints(:,j),ypoints(:,j),colors(i),'LineStyle','none'); + hold on; + set(fillhandle,'EdgeColor',colors(i),'FaceAlpha',transp_mod(j),'EdgeAlpha',transp_mod(j)); % set transparency + end + end + % plot median line + hold on; + plot(x_med,y_med(:,i),inner_spec); + end + + % restore old hold mode + if hold_mode == 0 + hold off; + end +else + x_med_out = x_med; +end + +% auxiliary function to retrieve color specification (if any) and remainder +function [color,noColSpec] = getColorSpec(s,i) +colors = 'bgrcmykw'; +color=colors(mod(i-1,8) + 1); % default color cycle +noColSpec = '-'; % default line style +if (~isempty(s)) + idx=ismember(s,colors); + if any(~idx) + noColSpec=s(~idx); + end + if any(idx) + color=s(idx(1)); + end +end diff --git a/42/replication_package/model_replication/Main nu 3 House Price growth/findtransfer.m b/42/replication_package/model_replication/Main nu 3 House Price growth/findtransfer.m new file mode 100644 index 0000000000000000000000000000000000000000..6d6ddcbdd81c2105defa6003af3228d601bcdce8 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 House Price growth/findtransfer.m @@ -0,0 +1,4 @@ +function y = findtransfer(a, rhs, p) + + +y = (1 + interest(a, p)).*a - rhs; \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 House Price growth/fminsearchbnd.m b/42/replication_package/model_replication/Main nu 3 House Price growth/fminsearchbnd.m new file mode 100644 index 0000000000000000000000000000000000000000..0448eae0f278145737a4c58ef211062d09896afc --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 House Price growth/fminsearchbnd.m @@ -0,0 +1,307 @@ +function [x,fval,exitflag,output] = fminsearchbnd(fun,x0,LB,UB,options,varargin) +% FMINSEARCHBND: FMINSEARCH, but with bound constraints by transformation +% usage: x=FMINSEARCHBND(fun,x0) +% usage: x=FMINSEARCHBND(fun,x0,LB) +% usage: x=FMINSEARCHBND(fun,x0,LB,UB) +% usage: x=FMINSEARCHBND(fun,x0,LB,UB,options) +% usage: x=FMINSEARCHBND(fun,x0,LB,UB,options,p1,p2,...) +% usage: [x,fval,exitflag,output]=FMINSEARCHBND(fun,x0,...) +% +% arguments: +% fun, x0, options - see the help for FMINSEARCH +% +% LB - lower bound vector or array, must be the same size as x0 +% +% If no lower bounds exist for one of the variables, then +% supply -inf for that variable. +% +% If no lower bounds at all, then LB may be left empty. +% +% Variables may be fixed in value by setting the corresponding +% lower and upper bounds to exactly the same value. +% +% UB - upper bound vector or array, must be the same size as x0 +% +% If no upper bounds exist for one of the variables, then +% supply +inf for that variable. +% +% If no upper bounds at all, then UB may be left empty. +% +% Variables may be fixed in value by setting the corresponding +% lower and upper bounds to exactly the same value. +% +% Notes: +% +% If options is supplied, then TolX will apply to the transformed +% variables. All other FMINSEARCH parameters should be unaffected. +% +% Variables which are constrained by both a lower and an upper +% bound will use a sin transformation. Those constrained by +% only a lower or an upper bound will use a quadratic +% transformation, and unconstrained variables will be left alone. +% +% Variables may be fixed by setting their respective bounds equal. +% In this case, the problem will be reduced in size for FMINSEARCH. +% +% The bounds are inclusive inequalities, which admit the +% boundary values themselves, but will not permit ANY function +% evaluations outside the bounds. These constraints are strictly +% followed. +% +% If your problem has an EXCLUSIVE (strict) constraint which will +% not admit evaluation at the bound itself, then you must provide +% a slightly offset bound. An example of this is a function which +% contains the log of one of its parameters. If you constrain the +% variable to have a lower bound of zero, then FMINSEARCHBND may +% try to evaluate the function exactly at zero. +% +% +% Example usage: +% rosen = @(x) (1-x(1)).^2 + 105*(x(2)-x(1).^2).^2; +% +% fminsearch(rosen,[3 3]) % unconstrained +% ans = +% 1.0000 1.0000 +% +% fminsearchbnd(rosen,[3 3],[2 2],[]) % constrained +% ans = +% 2.0000 4.0000 +% +% See test_main.m for other examples of use. +% +% +% See also: fminsearch, fminspleas +% +% +% Author: John D'Errico +% E-mail: woodchips@rochester.rr.com +% Release: 4 +% Release date: 7/23/06 + +% size checks +xsize = size(x0); +x0 = x0(:); +n=length(x0); + +if (nargin<3) || isempty(LB) + LB = repmat(-inf,n,1); +else + LB = LB(:); +end +if (nargin<4) || isempty(UB) + UB = repmat(inf,n,1); +else + UB = UB(:); +end + +if (n~=length(LB)) || (n~=length(UB)) + error 'x0 is incompatible in size with either LB or UB.' +end + +% set default options if necessary +if (nargin<5) || isempty(options) + options = optimset('fminsearch'); +end + +% stuff into a struct to pass around +params.args = varargin; +params.LB = LB; +params.UB = UB; +params.fun = fun; +params.n = n; +% note that the number of parameters may actually vary if +% a user has chosen to fix one or more parameters +params.xsize = xsize; +params.OutputFcn = []; + +% 0 --> unconstrained variable +% 1 --> lower bound only +% 2 --> upper bound only +% 3 --> dual finite bounds +% 4 --> fixed variable +params.BoundClass = zeros(n,1); +for i=1:n + k = isfinite(LB(i)) + 2*isfinite(UB(i)); + params.BoundClass(i) = k; + if (k==3) && (LB(i)==UB(i)) + params.BoundClass(i) = 4; + end +end + +% transform starting values into their unconstrained +% surrogates. Check for infeasible starting guesses. +x0u = x0; +k=1; +for i = 1:n + switch params.BoundClass(i) + case 1 + % lower bound only + if x0(i)<=LB(i) + % infeasible starting value. Use bound. + x0u(k) = 0; + else + x0u(k) = sqrt(x0(i) - LB(i)); + end + + % increment k + k=k+1; + case 2 + % upper bound only + if x0(i)>=UB(i) + % infeasible starting value. use bound. + x0u(k) = 0; + else + x0u(k) = sqrt(UB(i) - x0(i)); + end + + % increment k + k=k+1; + case 3 + % lower and upper bounds + if x0(i)<=LB(i) + % infeasible starting value + x0u(k) = -pi/2; + elseif x0(i)>=UB(i) + % infeasible starting value + x0u(k) = pi/2; + else + x0u(k) = 2*(x0(i) - LB(i))/(UB(i)-LB(i)) - 1; + % shift by 2*pi to avoid problems at zero in fminsearch + % otherwise, the initial simplex is vanishingly small + x0u(k) = 2*pi+asin(max(-1,min(1,x0u(k)))); + end + + % increment k + k=k+1; + case 0 + % unconstrained variable. x0u(i) is set. + x0u(k) = x0(i); + + % increment k + k=k+1; + case 4 + % fixed variable. drop it before fminsearch sees it. + % k is not incremented for this variable. + end + +end +% if any of the unknowns were fixed, then we need to shorten +% x0u now. +if k<=n + x0u(k:n) = []; +end + +% were all the variables fixed? +if isempty(x0u) + % All variables were fixed. quit immediately, setting the + % appropriate parameters, then return. + + % undo the variable transformations into the original space + x = xtransform(x0u,params); + + % final reshape + x = reshape(x,xsize); + + % stuff fval with the final value + fval = feval(params.fun,x,params.args{:}); + + % fminsearchbnd was not called + exitflag = 0; + + output.iterations = 0; + output.funcCount = 1; + output.algorithm = 'fminsearch'; + output.message = 'All variables were held fixed by the applied bounds'; + + % return with no call at all to fminsearch + return +end + +% Check for an outputfcn. If there is any, then substitute my +% own wrapper function. +if ~isempty(options.OutputFcn) + params.OutputFcn = options.OutputFcn; + options.OutputFcn = @outfun_wrapper; +end + +% now we can call fminsearch, but with our own +% intra-objective function. +[xu,fval,exitflag,output] = fminsearch(@intrafun,x0u,options,params); + +% undo the variable transformations into the original space +x = xtransform(xu,params); + +% final reshape to make sure the result has the proper shape +x = reshape(x,xsize); + +% Use a nested function as the OutputFcn wrapper + function stop = outfun_wrapper(x,varargin); + % we need to transform x first + xtrans = xtransform(x,params); + + % then call the user supplied OutputFcn + stop = params.OutputFcn(xtrans,varargin{1:(end-1)}); + + end + +end % mainline end + +% ====================================== +% ========= begin subfunctions ========= +% ====================================== +function fval = intrafun(x,params) +% transform variables, then call original function + +% transform +xtrans = xtransform(x,params); + +% and call fun +fval = feval(params.fun,reshape(xtrans,params.xsize),params.args{:}); + +end % sub function intrafun end + +% ====================================== +function xtrans = xtransform(x,params) +% converts unconstrained variables into their original domains + +xtrans = zeros(params.xsize); +% k allows some variables to be fixed, thus dropped from the +% optimization. +k=1; +for i = 1:params.n + switch params.BoundClass(i) + case 1 + % lower bound only + xtrans(i) = params.LB(i) + x(k).^2; + + k=k+1; + case 2 + % upper bound only + xtrans(i) = params.UB(i) - x(k).^2; + + k=k+1; + case 3 + % lower and upper bounds + xtrans(i) = (sin(x(k))+1)/2; + xtrans(i) = xtrans(i)*(params.UB(i) - params.LB(i)) + params.LB(i); + % just in case of any floating point problems + xtrans(i) = max(params.LB(i),min(params.UB(i),xtrans(i))); + + k=k+1; + case 4 + % fixed variable, bounds are equal, set it at either bound + xtrans(i) = params.LB(i); + case 0 + % unconstrained variable. + xtrans(i) = x(k); + + k=k+1; + end +end + +end % sub function xtransform end + + + + + diff --git a/42/replication_package/model_replication/Main nu 3 House Price growth/interest.m b/42/replication_package/model_replication/Main nu 3 House Price growth/interest.m new file mode 100644 index 0000000000000000000000000000000000000000..a803c11bf639587df429cae019dec0baa5772085 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 House Price growth/interest.m @@ -0,0 +1,4 @@ +function rl = interest(A, p) + +rl = 1./(1 + exp(-p.r1*(A - p.r2)))*(p.rh - p.rl) + p.rl; + diff --git a/42/replication_package/model_replication/Main nu 3 House Price growth/kronm.m b/42/replication_package/model_replication/Main nu 3 House Price growth/kronm.m new file mode 100644 index 0000000000000000000000000000000000000000..37c3ef55e11a041e1c9332397e1f90c086a49983 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 House Price growth/kronm.m @@ -0,0 +1,113 @@ +function x = kronm(Q,x) + +% Fast Kronecker matrix multiplication, for both full and sparse matrices +% of any size. Never computes the actual Kronecker matrix and omits +% multiplication by identity matrices. +% y = kronm(Q,x) computes +% y = (Q{k} kron ... Q{2} kron Q{1})*x +% If Q contains only two matrices and x is a vector, the code uses the +% identity +% ( Q{2} kron Q{1} )*vec(X) = vec(Q{1}*X*Q{2}'), +% where vec(X)=x. If Q contains more than two matrices and/or if x has more +% than one column, the algorithm uses a generalized form of this identity. +% The idea of the algorithm is to see x as a multi-dimensional array and to +% apply the linear maps Q{i} separately for each dimension i. If Q contains +% just one matrix, the function returns the regular matrix product Q{1}*x. +% +% Inputs: +% Q: 1-by-k cell array containing k matrices of arbitrary size +% (can be sparse). Denote by R(i) the number of rows of Q{i}, and +% by C(i) the number of columns. Alternatively, Q{i} may also be +% a scalar qi. This is interpreted as the qi-by-qi identity +% matrix. Hand over identity matrices in this fashion for optimal +% performance. +% x: Matrix of size CC-by-m, where CC=C(1)*...*C(k). +% +% Output: Matrix of size RR-by-m, where RR=R(1)*...*R(k). +% +% +% Example: +% R = [60, 30, 20]; % Number of rows for matrices Q{1},Q{2},Q{3}. +% C = [55, 25, 15]; % Number of columns of matrices Q{i}. +% m = 5; % Number of columns of x. +% Q = cell(1,length(R)); % Create cell with sparse random matrices +% for i=1:length(R) % of density 0.05. +% Q{i} = sprand(R(i),C(i),0.05); +% end +% x = rand(prod(C),m); % Random matrix x with C(1)*C(2)*C(3) rows. +% y = kron(Q{3},kron(Q{2},Q{1}))*x; +% % Matlab's Kronecker multiplication... +% yy= kronm(Q,x); % and kronm... +% norm(y-yy) % ... give the same result up to +% % computational error. +% +% +% Version: 6-Oct-2015 +% Author: Matthias Kredler (Universidad Carlos III de Madrid) +% mkredler@eco.uc3m.es +% Acknowledgement: +% This code follows the same idea as 'kronmult' by Paul G. Constantine & +% David F. Gleich (Stanford, 2009). However, I avoid loops and allow for +% non-square inputs Q{i}. I have also included the special treatment for +% identity matrices. + +m = size(x,2); % Obtain number of columns in input. +k = length(Q); % Number of matrices in Q. +R = zeros(1,k); % Vector for number of rows of, +C = zeros(1,k); % Q-matrices and for number of columns. +comp = true(1,k); % Check if we have to multiply by Q{i}. +for i=1:k + if isscalar(Q{i}) % If input Q{i} is a scalar, don't + comp(i) = false; % have to multiply in this dimension. + R(i) = Q{i}; % Read in number of rows and columns. + C(i) = Q{i}; + else % Otherwise, read out size of the + [R(i),C(i)] = size(Q{i}); % matrix. + end +end + +xsiz = [C,m]; % Will constantly change dimension of x. + % xsiz is the current size, when x is + % reshaped to array of dim. + % C(1),C(2),...,C(k),m. + +if comp(1) % Start with first Kronecker product, + x = Q{1}*reshape(x,[C(1),prod(xsiz)/C(1)]); + % leave out if Q{i} is identity. + xsiz(1) = R(1); % Replace size of dimension 1. +end % (Don't do this in loop below --> save + % time on reshapes and permutes) +if k>1 && m==1 % If Q has just one element, we're done. + if comp(k) % If x was a column vector, do the last + x = reshape(x,[prod(xsiz)/C(k),C(k)]) *Q{k}' ; + xsiz(k) = R(k); % Kronecker product by matrix + end % post-multiplication to save time on + % reshapes and permutes. + loopTo = k-1; % Will only have to loop up to + % dimension k-1 below. +else % If x is a matrix, have to loop over + loopTo = k; % all dimensions. +end + +if k>2 || m>1 % Now loop over remaining dimensions, + x = reshape(x,xsiz); % inf any. Reshape x into an array of + for i=2:loopTo % dimension R(1),C(2),...,C(k)or R(k),m. + if comp(i) % If Q{i} is not identity: Create + dims = 1:k+1; % vector to re-shuffle dimensions. + dims(i) = []; % Put dimension i first (by permute), + dims = [i, dims]; %#ok % e.g. order [2,1,3,4,5] + % for i=2 and k=4. Turn off Matlab's + % warning for size change. + Xmat = reshape( permute(x,dims), [C(i), prod(xsiz)/C(i)] ); + % Then bring array into matrix with + Xmat = Q{i}*Xmat; % N(i) rows, ex: N(2)-by-N(1)*N(3)*... + % *N(4)*m and multiply by Q{i}. + xsiz(i) = R(i); % Changed dimensionality of x. + x = ipermute( reshape(Xmat,[R(i), xsiz(dims(2:k+1))]), dims ); + end % Reshape back to array, ex: to dim. + end % N(2),N(1),N(3),N(4),m, and inverse- + % permute to go back to orginal array, +end % ex: dim. N(1),N(2),N(3),N(4),m. + +x = reshape(x,[prod(R),m]); % Then give back result as matrix. + diff --git a/42/replication_package/model_replication/Main nu 3 House Price growth/lookup1.m b/42/replication_package/model_replication/Main nu 3 House Price growth/lookup1.m new file mode 100644 index 0000000000000000000000000000000000000000..b1505d4dd7ab85ad6022be69430658f336d97116 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 House Price growth/lookup1.m @@ -0,0 +1,71 @@ +% LOOKUP Performs a table lookup. +% USAGE +% ind=lookup(tabvals,x,endadj); +% INPUTS +% tabvals : a sorted vector of n values +% x : an array of values +% endadj : a optional endpoint adjustment: 0, 1, 2 or 3. +% OUTPUT +% ind : an array (same size as x) of indices from 1 to n +% +% Returns an array of size(x) with element (i,j) equal to +% max k: x(i,j)>=tabvals(k) +% +% Optional endpoint adjustments: +% 0: no adjustments +% 1: values of x < min(tabvals) will return +% length(tabvals=tabvals(1)) +% 2: values of x > max(tabvals) will return +% m-length(tabvals=tabvals(end)) +% 3: adjustments 1 and 2 will be performed +% +% With endadj=3 all the indices are between 1 and n-1 +% To find the nearest table value to each x use: +% ind = lookup(tabvals,x,3); +% ind = ind + (x-tabvals(ind) > tabvals(ind+1)-x); +% nearest = tabvals(ind); +% +% Coded in C. + +% Copyright (c) 1997-2000, Paul L. Fackler & Mario J. Miranda +% paul_fackler@ncsu.edu, miranda.4@osu.edu + +function ind=lookup(tabvals,x,endadj); + +global CompEcon_MEXwarned + +if isempty(CompEcon_MEXwarned) + disp('Warning: You are using the m-file version of a function that is coded as a C Mex file.') + disp(' Running this M file version may be significantly slower and more memory intensive.') + disp(' Use MEXALL to create the executable (MEX or DLL) and make sure it is on the MATLAB path.') + CompEcon_MEXwarned=1; +end + + +if nargin<2 + error('At least two parameters must be specified'); +end +if nargin<3 endadj=0; end +if isempty(endadj) endad=0; end + +n=prod(size(x)); +if min(size(tabvals))>1 + error('tabvals must be a vector'); +else + tabvals=tabvals(:); + if any(diff(tabvals)<0) + error('tabvals must be sorted in ascending order') + end +end +m=length(tabvals); +if endadj>=2, m=m-length(find(tabvals==tabvals(end))); end + +[temp,ind]=sort([tabvals(1:m); x(:)]); +temp=find(ind>m); +j=ind(temp)-m; +ind=reshape(temp-(1:n)',size(x)); +ind(j)=ind(:); + +if endadj==1 | endadj==3 + ind(ind==0)=length(find(tabvals==tabvals(1))); +end diff --git a/42/replication_package/model_replication/Main nu 3 House Price growth/lookup1.mexa64 b/42/replication_package/model_replication/Main nu 3 House Price growth/lookup1.mexa64 new file mode 100644 index 0000000000000000000000000000000000000000..d45b592990528cdf9bec076c8ebfa193adc36d52 Binary files /dev/null and b/42/replication_package/model_replication/Main nu 3 House Price growth/lookup1.mexa64 differ diff --git a/42/replication_package/model_replication/Main nu 3 House Price growth/lookup1.mexmaci64 b/42/replication_package/model_replication/Main nu 3 House Price growth/lookup1.mexmaci64 new file mode 100644 index 0000000000000000000000000000000000000000..c355da46b986916252b3bd3c06ec513f8774efa1 Binary files /dev/null and b/42/replication_package/model_replication/Main nu 3 House Price growth/lookup1.mexmaci64 differ diff --git a/42/replication_package/model_replication/Main nu 3 House Price growth/lookup1.mexw32 b/42/replication_package/model_replication/Main nu 3 House Price growth/lookup1.mexw32 new file mode 100644 index 0000000000000000000000000000000000000000..187dff29e1d7905d71b29ee4f986b9635bc5bc35 Binary files /dev/null and b/42/replication_package/model_replication/Main nu 3 House Price growth/lookup1.mexw32 differ diff --git a/42/replication_package/model_replication/Main nu 3 House Price growth/neldmead_bounds.m b/42/replication_package/model_replication/Main nu 3 House Price growth/neldmead_bounds.m new file mode 100644 index 0000000000000000000000000000000000000000..a27a8bb8d0f4a14305b8a48091fccbee51ac77af --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 House Price growth/neldmead_bounds.m @@ -0,0 +1,145 @@ +function x_opt = neldmead_bounds(func, x_init, x_min, x_max, varargin) +% [x_opt]=neldmead_bounds(func,x_init,x_min,x_max) +% minimizes f(x) such that x_min <= x_opt <= x_max. +% modified version of original by H.P. Gavin , Civil & Env'ntl Eng'g, Duke Univ. 21 January 2006 +% all i did is to make it readable for myself and exclude g(x) <0 +% constraint +% +% INPUT +% ====== +% func : the name of the function to be minimizes in the form y=func(x) +% x_init : the vector of initial parameter values ... a column vector +% x_min : minimum permissible values of the parameters, x +% x_max : maximum permissible values of the parameters, x +% +% OUTPUT +% ====== +% x_opt : a set of parameters at or near the optimal value + + + tol_x = 1e-4; % tolerance for convergence in x + tol_f = 1e-4; % tolerance for convergence in f + max_iter = 250; % maximum number of function evaluations + + +n = length(x_init); + +onesn = ones(1,n); +ot = 2:n+1; +on = 1:n; +function_count = 0; % the number of function evaluations + + +% Nelder-Mead constants +a_reflect = 2; a_expand = 1; a_contract = 0.5; a_shrink = 0.5; + +% Evaluate the initial guess and the range of allowable parameter variation + +x_init = min(max(x_init,x_min),x_max); + +[fv] = feval(func,x_init, varargin{:}); +if any(x_max == x_min) + error('error: x_max can not equal x_min for any parameter'); +end + +% Place input guess in the simplex! (credit L.Pfeffer at Stanford) +% Set up a simplex near the initial guess. + +p1 = .2; % originally .2 +p2 = .1; % originally .1 + +delta_x = min( p1*(1+abs(x_init)) , p2*(x_max-x_init).*(x_max~=x_init) ); +idx = find(delta_x == 0); +delta_x(idx) = -p2*(x_init(idx)-x_min(idx)); + +% --- initialization +simplex = x_init; +for j = 1:n + y = x_init; + y(j) = y(j) + delta_x(j); + x = min(max(y,x_min),x_max); + simplex = [simplex x]; %create simplex one by one + [f] = feval(func,x, varargin{:}); %evaluate function + fv = [fv f]; %record function values + +end + +% order the vertices in increasing order of fv +[fv,idx] = sort(fv); simplex = simplex(:,idx); +disp([simplex;fv]) + +iter=1; +while iter < max_iter % --- main loop + + change_x = max(max(abs(simplex(:,ot)-simplex(:,onesn)))); + change_f = max(abs(fv(1)-fv(ot))); + + if change_x < tol_x && change_f < tol_f + break; + end + + % One step of the Nelder-Mead simplex algorithm + + happy = 0; + +% reflect + vbar = (sum(simplex(:,on)')/n)'; % centroid of better vertices + vr = min(max(vbar + a_reflect*(vbar-simplex(:,n+1)),x_min),x_max); + [fr] = feval(func,vr, varargin{:}); + + + if ( fr >= fv(1) && fr < fv(n+1) ) + happy = 1; vk = vr; fk = fr; how = 'reflect'; + end + +% expand + if ( happy == 0 && fr < fv(1) ) + ve = min(max(vbar + a_expand*(vr-vbar),x_min),x_max); + [fe] = feval(func,ve, varargin{:}); + + function_count = function_count + 1; + if fe < fr + happy = 1; vk = ve; fk = fe; how = 'expand'; + else + happy = 1; vk = vr; fk = fr; how = 'reflect'; + end + end + +% contract + if ( happy == 0 && fr >= fv(n) ) + vc = min(max(vbar + a_contract*(vbar-simplex(:,n+1)),x_min),x_max); + [fc] = feval(func,vc, varargin{:}); + + + if fc < fv(n+1) + happy = 1; vk = vc; fk = fc; how = 'contract'; + end + end + +% if you have accepted a new point, replace the worst point (n+1) with it + + if ( happy == 1 ) + simplex(:,n+1) = vk; fv(n+1) = fk; + else + +% shrink + v1 = simplex(:,1); + for i=2:n+1 + vs = min(max(v1 + a_shrink*(simplex(:,i)-v1),x_min),x_max); + [fs] = feval(func,vs, varargin{:}); + + simplex(:,i) = vs; + fv(i) = fs; + end + + how = 'shrink'; + end + +% order the vertices in increasing order of fv + [fv,idx] = sort(fv); simplex = simplex(:,idx); + x_opt = simplex(:,1); + %fprintf('%4i %6.2e %6.2e\n',[iter,change_f,change_x]) + iter=iter+1; +end + + diff --git a/42/replication_package/model_replication/Main nu 3 House Price growth/objective.m b/42/replication_package/model_replication/Main nu 3 House Price growth/objective.m new file mode 100644 index 0000000000000000000000000000000000000000..58ab6c47360cd3c00e0396be8c5a3258e7436f7b --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 House Price growth/objective.m @@ -0,0 +1,250 @@ +function err_mom = objective(x) + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',22); + +intmeth = 'linear'; +printr = 0; + +optset('bisect', 'tol', 1e-32); + +% Calibrated Parameters + +p.beta = x(1); % discount factor +p.alpha = x(2); % weight on housing in preferences +p.R = x(3); +p.phi = x(4); % productivity non-market +p.F0m = x(5); % fixed cost of refinancing +p.B = x(6); +p.r1 = x(7); +p.r2 = x(8); % parameters governing shape of rl curve +p.rh = (1 + x(9))^(1/4) - 1; % interest rate + +p.g = 0.012/4; % 1.2% from Denis email, version b) + +% Assigned Parameters + +p.nu = 3; % parameter in exponential distribution + +p.pidelta = [0.975; 0.025]; % probability of expenditure shocks +p.delta = [0; 0.0625]; % expenditure shock, fraction of home (quarterly so divide by 4) + +p.rl = (1 - 0.028)^(1/4) - 1; % lower bound on liquid rate + +p.T = 61*4; % last period of life +p.D = 30*4; % maturity of mortgages + +p.sigma = 2; % CRRA +p.gamma = 1; % Frisch elasticity of non-market production + +p.rm = (1 + 0.025)^(1/4) - 1; % mortgage interest rate + +p.Fs = 0.06; % fixed cost of selling home +p.F1m = 0.005; % proportional cost of refinancing + +p.wbar = 1; % parameter governing luxuriousness of bequests + +p.thetam = 0.85; % maximum LTV +p.thetay = 0.214; % maximum PTI + +rhoz = 0.9908; +sz = 0.0761; +se = (1 - 0.55)^(1/2)*0.4869; % Krueger Perri (2011) show 55% of the variance of trans compon is measurement error so subtract + +time = (1 : 1 : p.T)'; +p.lambdat = exp(0.07982636 - 0.02322307 * (time/4 + 25) + 0.00105409 * (time/4 + 25).^2 - 0.00001028 * (time/4 + 25).^3); + +p.thetay = p.thetay*(1 - 0.3126./(1 + exp(18.629 - 0.3049*(time/4 + 25)))); + +p.mbar = p.rm/(1 - (1 + p.rm)^(-p.D)); % minimum payment required per 1 of initial debt + +p.Pt = [(1 + p.g).^(time - 1); (1 + p.g)^p.T]; % add one more to compute value of bequests +p.Rt = p.R*p.Pt; + +% Quality of Approximation + +p.na = 75; % number of nodes for liquid assets +p.nat = 75; % number of nodes for atilde = (1 + rl)*a - delta*h +p.nl = 75; % number of nodes for liquidity +p.no = 11; % number of nodes for omega (fraction of loan outstanding) +p.nt = 9; % number of possible initial LTV +p.nh = 7; % number of nodes for housing +p.nz = 9; % points for exogenous income z +p.ne = 3; + + +% Discretize Income Process + +[zgrid, Fzz] = rouwenhorst(rhoz, sz, p.nz); +zgrid = exp(zgrid'); +p.zgrid = zgrid; + +[Fz, d] = eigs(Fzz', 1, 'largestabs'); +Fz = Fz/sum(Fz); +Fz = full(Fz); % ergodic distribution of z + +[egrid, we] = qnwnorm(p.ne, 0, se^2); +egrid = exp(egrid); +p.egrid = egrid; + + +% Discretize other state variables + +amin = -0.4; +amax = 100; +p.agrid = amin + (amax - amin)*nodeunif(p.na, 0, 1).^2; + +omin = 0; +omax = 1; +p.ogrid = omin + (omax - omin)*nodeunif(p.no, 0, 1); + +tmin = 0; +tmax = p.thetam; % allow to cover fixed cost +p.tgrid = tmin + (tmax - tmin)*nodeunif(p.nt, 0, 1); + + +hmin = 5; % minimum house size +hmax = 40; % maximum house size +p.hgrid = hmin + (hmax - hmin)*nodeunif(p.nh, 0, 1).^1.5; + +ymin = min(p.lambdat)*zgrid(1)*egrid(1); +ymax = max(p.lambdat)*zgrid(end)*egrid(end); + +lmin = -1; % keep it reasonably negative so they know that's a bad state to find yourself in +lmax = 125; +p.lgrid = lmin + (lmax - lmin)*nodeunif(p.nl, 0, 1).^1.5; + +atmin = -p.delta(2)*hmax + (1 + p.rl)*amin; +atmax = (1 + p.rh)*amax; +p.atgrid = atmin + (atmax - atmin)*nodeunif(p.nat, 0, 1).^1.5; + + + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.atgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.atgrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for W functions +swr = gridmake(p.lgrid, p.zgrid); + +svht = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for computing intermediate value function (creier prajit) +svrt = gridmake(p.agrid, p.zgrid, p.egrid); + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + +ind3h = kron((1:1:p.no*p.nt*p.nh*p.nz*p.ne)', ones(p.na, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind3r = kron((1:1: p.nz*p.ne)', ones(p.na, 1)); + + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.nat*p.no*p.nt*p.nh*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.nat*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + + + +% Terminal value of bequests + +rlh = interest(svbarh(:,1), p); +rlr = interest(svbarr(:,1), p); + +vbarh(:, p.T + 1) = p.pidelta(1)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(1)).*p.Pt(p.T+1).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma) + ... + p.pidelta(2)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(2)).*p.Pt(p.T+1).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); + +vbarr(:, p.T + 1) = p.B*(p.wbar + (1 + rlr).*svbarr(:,1)).^(1 - p.sigma)/(1 - p.sigma); + + +for t = p.T : -1 : 1 + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + % first, find bounds on c + + cmaxh = bisect('savings', 1e-13, 1e5, p.lgrid, p, p.Rt(t), 'h', amin); % c that implies a' = amin + cmaxr = bisect('savings', 1e-13, 1e5, p.lgrid, p, p.Rt(t), 'r', amin); + + cminh = bisect('savings', 1e-13, 1e5, p.lgrid, p, p.Rt(t), 'h', amax); % c that implies a' = amax + cminr = bisect('savings', 1e-13, 1e5, p.lgrid, p, p.Rt(t), 'r', amax); + + cmaxh = repmat(cmaxh, p.no*p.nt*p.nh*p.nz, 1); + cmaxr = repmat(cmaxr, p.nz, 1); + + cminh = repmat(cminh, p.no*p.nt*p.nh*p.nz, 1); + cminr = repmat(cminr, p.nz, 1); + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, p.Rt(t), 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, p.Rt(t), 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, p.Rt(t), 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, p.Rt(t), 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + At = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + [~, ~, ~, ~, vr(:,t)] = solveh(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', At, Y, p.Pt(t), p.Rt(t), znow); + + + % Solve discrete choice problem of housing + + At = svh(:,1); + Y = p.lambdat(t)*svh(:,5).*svh(:,6); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat*p.no*p.nt*p.nh, 1)), p.ne, 1); % index of z in (a, omega, theta, h, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.nat*p.no*p.nt, 1)), p.nz*p.ne, 1); % index of h in (a, omega, theta, h, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.nat*p.no, 1)), p.nh*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, z, e) space for owners + + + [~, ~, ~, ~, vh(:,t)] = solveh(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', At, Y, p.Pt(t), p.Rt(t), znow, hnow, tnow); + + % We need to interpolate to calculate the expected value before the delta shocks are realized, but after the z,e shocks are realized + + Vhinterp = griddedInterpolant({p.atgrid, (1: 1:p.no*p.nt*p.nh*p.nz*p.ne)'}, reshape(vh(:, t), p.nat, p.no*p.nt*p.nh*p.nz*p.ne), intmeth, 'linear'); + Vrinterp = griddedInterpolant({p.atgrid, (1: 1: p.nz*p.ne)'}, reshape(vr(:, t), p.nat, p.nz*p.ne), intmeth, 'linear'); + + + % Compute expected value and update vbar + + % 1. Step 1: integrate delta shocks by interpolating value of home and rent (which are functions of atilde) + + vhtemp = p.pidelta(1)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(1)*svht(:, 4), ind3h) + p.pidelta(2)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(2)*svht(:, 4), ind3h); + + vrtemp = Vrinterp((1 + interest(svrt(:,1), p)).*svrt(:,1), ind3r); + + % 2. Step 2: integrate income shocks + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh, Fzz}, vhtemp((i - 1)*p.na*p.no*p.nt*p.nh*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nz)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vrtemp((i - 1)*p.na*p.nz + 1 : i*p.na*p.nz)); + + end + +end + + +simulate \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 House Price growth/plot_decisions.m b/42/replication_package/model_replication/Main nu 3 House Price growth/plot_decisions.m new file mode 100644 index 0000000000000000000000000000000000000000..02ab927bd8e2d145e7c78ec64609d4d42773f27c --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 House Price growth/plot_decisions.m @@ -0,0 +1,109 @@ + +close all + +t = 185; + +EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +N = 100; + +oind = p.no; onow = oind*ones(N, 1); + +tind = 5; tnow = tind*ones(N, 1); +hind = 2; hnow = hind*ones(N, 1); +zind = 3; znow = zind*ones(N, 1); + +ind2 = sub2ind([p.no, p.nt, p.nh, p.nz], onow, tnow, hnow, znow); + +state = gridmake(nodeunif(N, 0, 2), p.ogrid(oind), p.tgrid(tind), p.hgrid(hind), p.zgrid(zind)); + +cmin = bisect('savings', 1e-13, 1e5, state(:,1), p, 'h', amax); +cmax = bisect('savings', 1e-13, 1e5, state(:,1), p, 'h', amin); + +C = solve_golden('wfunc', cmin, cmax, state, ind2, EVh, p, 'h'); + +[~, Aprime] = savings(C, state, p, 'h'); + + +figure(1) + +subplot(1, 2, 1) +plot(state(:, 1), C); + +title('consumption', 'Interpreter', 'Latex'); +xlabel('$l$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + +subplot(1, 2, 2) +plot(state(:, 1), Aprime); + +title('$a^{\prime}$', 'Interpreter', 'Latex'); +xlabel('$l$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + + + + +% Housing Choice + +eind = 2; + +state = gridmake(nodeunif(N, amin, 5), p.ogrid(oind), p.tgrid(tind), p.hgrid(hind), p.zgrid(zind), p.egrid(eind)); + +Y = p.lambdat(t)*p.zgrid(zind)*p.egrid(eind); +A = state(:,1); + +[Lall, omegaall, thetaall, hall, v, pall, vall] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', A, Y, znow, hnow, tnow); + + + +figure(2) + +subplot(2, 3, 1) +plot(A, pall); +title('prob. each choice', 'Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + +subplot(2, 3, 2) +plot(A, Lall); +title('liquidity','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + +subplot(2, 3, 3) +plot(A, omegaall); +title('$\omega^{\prime}$','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + +subplot(2, 3, 4) +plot(A, thetaall); +title('$\bar{\theta}^{\prime}$','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + + +subplot(2, 3, 5) +plot(A, hall); +title('$h^{\prime}$','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + + +subplot(2, 3, 6) +plot(A, vall); +title('value','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + diff --git a/42/replication_package/model_replication/Main nu 3 House Price growth/plot_decisions_rate.m b/42/replication_package/model_replication/Main nu 3 House Price growth/plot_decisions_rate.m new file mode 100644 index 0000000000000000000000000000000000000000..703b309a29407d9602d2c3ad55dc4d13e6e19c9f --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 House Price growth/plot_decisions_rate.m @@ -0,0 +1,52 @@ + +close all + +% understand value of each option + +t = 75; + +tind = 3; +hind = 5; +rind = 1; +zind = 5; +eind = 2; + +omega = 0.0; + +state = gridmake(nodeunif(100, 0, 3), omega, p.tgrid(tind), p.hgrid(hind), rind, p.zgrid(zind), p.egrid(eind)); + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +ai = state(:,1); +yi = p.lambdat(t)*state(:,6).*state(:,7); + +[li, oi, thi, hi, vi, di, valli] = solveh_rm(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', ai, yi, zind*ones(100, 1), hind*ones(100, 1), tind*ones(100, 1), rind*ones(100, 1)); + +state2 = gridmake(ai + 0.0001, omega, p.tgrid(tind), p.hgrid(hind), rind, p.zgrid(zind), p.egrid(eind)); +ai2 = state2(:,1); + +[~, ~, ~, ~, vi2] = solveh_rm(state2, Whinterp, Wrinterp, p, p.thetay(t), 'h', ai2, yi, zind*ones(100, 1), hind*ones(100, 1), tind*ones(100, 1), rind*ones(100, 1)); + +vprime = (vi2 - vi)./(ai2 - ai); + + + + +figure(3) + +subplot(1, 2, 1) +plot(ai, di); + +title('discrete choice', 'Interpreter', 'Latex'); +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + + +subplot(1, 2, 2) +plot(ai, (valli(:, 1:4) - valli(:, 5))./vprime); + +title('values', 'Interpreter', 'Latex'); +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') diff --git a/42/replication_package/model_replication/Main nu 3 House Price growth/rouwenhorst.m b/42/replication_package/model_replication/Main nu 3 House Price growth/rouwenhorst.m new file mode 100644 index 0000000000000000000000000000000000000000..b63dcbaa002c4cdc734110fadee1cd5d36526c07 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 House Price growth/rouwenhorst.m @@ -0,0 +1,29 @@ +%rouwenhorst.m +% +%[zgrid, P] = rouwenhorst(rho, sigma_eps, n) +% +% rho is the 1st order autocorrelation +% sigma_eps is the standard deviation of the error term +% n is the number of points in the discrete approximation +% +% http://www.karenkopecky.net/rouwenhorst.m + +function [zgrid, P] = rouwenhorst(rho,sigma_eps,n) + +mu_eps = 0; + +q = (rho+1)/2; +nu = ((n-1)/(1-rho^2))^(1/2) * sigma_eps; + +P = [q 1-q;1-q q]; + + +for i=2:n-1 + P = q*[P zeros(i,1);zeros(1,i+1)] + (1-q)*[zeros(i,1) P;zeros(1,i+1)] + ... + (1-q)*[zeros(1,i+1); P zeros(i,1)] + q*[zeros(1,i+1); zeros(i,1) P]; + P(2:i,:) = P(2:i,:)/2; +end + +zgrid = linspace(mu_eps/(1-rho)-nu,mu_eps/(1-rho)+nu,n); + + diff --git a/42/replication_package/model_replication/Main nu 3 House Price growth/savings.m b/42/replication_package/model_replication/Main nu 3 House Price growth/savings.m new file mode 100644 index 0000000000000000000000000000000000000000..c32cb1940a55d192c2650f6351025ceaddad08a7 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 House Price growth/savings.m @@ -0,0 +1,23 @@ +function [Dist, Aprime] = savings(C, s, p, Rt, type, bnd) + +% gives A' for a given level of consumption + +if strcmp(type, 'h') + + Aprime = s(:,1) + p.phi^(1 + 1/p.gamma).*C.^(-p.sigma/p.gamma) - C; + +else + + Aprime = s(:,1) + p.phi^(1 + 1/p.gamma).*C.^(-p.sigma/p.gamma) - (1 + p.alpha^(1/p.sigma)*Rt^(1 - 1/p.sigma)).*C; + +end + +if nargin == 6 + + Dist = Aprime - bnd; + +else + + Dist = []; + +end \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 House Price growth/simulate.m b/42/replication_package/model_replication/Main nu 3 House Price growth/simulate.m new file mode 100644 index 0000000000000000000000000000000000000000..550d2ae6fe7f7e8adbc933fcf6313fb60eb06216 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 House Price growth/simulate.m @@ -0,0 +1,649 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +N = 25000; +T = p.T; + +A = zeros(2*N, T + 1); % Liquid Assets +O = zeros(2*N, T + 1); % fraction of loan outstanding +Th = zeros(2*N, T + 1); % initial mortgage size +H = zeros(2*N, T + 1); % house size + +C = zeros(2*N, T); % consumption +L = zeros(2*N, T); % liquidity after making housing choice +D = zeros(2*N, T); % discrete choice: 1 ... 5 +Y = zeros(2*N, T); % income +V = zeros(2*N, T); % value function + +Pall = zeros(2*N, 5, T); +Vall = zeros(2*N, 5, T); + +Mind = zeros(2*N, T + 1); % number of your mortgage (1, 2, 3, ...) +Hind = zeros(2*N, T + 1); % number of your house (1, 2, 3) +Curt = zeros(2*N, T); % indicator for whether curtail mortgage + +% First simulate history of shocks to income + +rng(100); + +Z = zeros(2*N, T); +E = zeros(2*N, T); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + +Fzcum = [0; cumsum(Fz)]; % cumulative ergodic for initial conditions +[~, bin] = histc(unif, Fzcum); % bin is the index of initial draw of z + +Z(:,1) = bin; + +unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + +Fecum = [0; cumsum(we)]; % cumulative ergodic for transitory shock +[~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + +E(:,1) = bin; + +Y(:,1) = p.lambdat(1)*p.zgrid(Z(:,1)).*p.egrid(E(:,1)); + + +for t = 2 : T + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Z(:,t-1), :), 2)]; + + Z(:,t) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + E(:,t) = bin; + + Y(:,t) = p.lambdat(t)*p.zgrid(Z(:,t)).*p.egrid(E(:,t)); + +end + +U = rand(2*N, T); % random variable that determines choice probability (adjustment cost) + +Delta = rand(2*N, T); % random variable that determines maintenance shock + +Delta = p.delta(1)*(Delta <= p.pidelta(1)) + p.delta(2)*(Delta > p.pidelta(1)); + + +% period 1 all are renters with 0 wealth + +t = 1; + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +state = (1 + interest(A(:, t), p)).*A(:,t); % others irrelevant here + +[Lall, Oall, Thall, Hall, V(:,t), Pall(:, 1: 3, t), Vall(:, 1 : 3, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'r', state(:,1), Y(:, t), p.Pt(t), p.Rt(t), Z(:, t)); + +Pcum = [zeros(2*N, 1), cumsum(Pall(:, 1: 3, t), 2)]; + +unif = rand(2*N, 1); + +D(:, t) = ((unif < Pcum(:, 2:end)).*(unif >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + +ind = sub2ind([2*N, 3], (1 : 1 : 2*N)', D(:,t)); + +L(:, t) = Lall(ind); +O(:, t + 1) = Oall(ind); +Th(:, t + 1) = Thall(ind); +H(:, t + 1) = Hall(ind); + + +% Find consumption + +rent = H(:, t + 1) == 0; + +Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, t), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); +Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, t), p.nl, p.nz), intmeth, 'linear'); + +cmin = bisect('savings', 1e-13, 1e5, L(rent, t), p, p.Rt(t), 'r', amax); % c that implies a' = amin +cmax = bisect('savings', 1e-13, 1e5, L(rent, t), p, p.Rt(t), 'r', amin); % c that implies a' = amin + +C(rent, t) = max(min(Crint(L(rent, t), p.zgrid(Z(rent, t))), cmax), cmin); + +[~, A(rent, t+1)] = savings(C(rent,t), L(rent, t), p, p.Rt(t), 'r'); % none of the other state variables matter + +cmin = bisect('savings', 1e-13, 1e5, L(~rent, t), p, p.Rt(t), 'h', amax); % c that implies a' = amin +cmax = bisect('savings', 1e-13, 1e5, L(~rent, t), p, p.Rt(t), 'h', amin); % c that implies a' = amin + +C(~rent,t) = max(min(Chint(L(~rent, t), O(~rent, t+1), Th(~rent, t+1), H(~rent, t+1), p.zgrid(Z(~rent, t))), cmax), cmin); + +[~, A(~rent, t+1)] = savings(C(~rent,t), L(~rent,t), p, p.Rt(t), 'h'); + + +Hind(:, t + 1) = D(:, t) > 1; +Mind(:, t + 1) = D(:, t) == 3; + +for t = 2 : T + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + rent = H(:, t) == 0; + + % Renters + + state = (1 + interest(A(rent, t), p)).*A(rent, t); % others don't matter directly + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, V(rent,t), Pall(rent, 1 : 3, t), Vall(rent, 1 : 3, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'r', state(:,1), Y(rent, t), p.Pt(t), p.Rt(t), Z(rent, t)); + + Pcum = [zeros(ntemp, 1), cumsum(Pall(rent, 1 : 3, t), 2)]; + + D(rent, t) = ((U(rent, t) < Pcum(:, 2:end)).*(U(rent, t) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', D(rent, t)); + + L(rent, t) = Lall(ind); + O(rent, t + 1) = Oall(ind); + Th(rent, t + 1) = Thall(ind); + H(rent, t + 1) = Hall(ind); + + Hind(rent, t + 1) = Hind(rent, t) + (D(rent, t) > 1); + Mind(rent, t + 1) = Mind(rent, t) + (D(rent, t) == 3); + + % Homeowners + + ntemp = numel(find(~rent)); + + state = [(1 + interest(A(~rent, t), p)).*A(~rent, t) - Delta(~rent, t).*H(~rent, t), O(~rent, t), Th(~rent, t), H(~rent, t)]; % others don't matter directly + + hind = lookup1(p.hgrid, H(~rent, t), 1); + + tind = lookup1(p.tgrid, Th(~rent, t), 3); % no longer on the grid so need to interpolate decision rules + + wt = (p.tgrid(tind + 1) - Th(~rent, t))./(p.tgrid(tind + 1) - p.tgrid(tind)); + + + [Lall1, Oall1, Thall1, Hall1, V1, P1, Vall1] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', state(:,1), Y(~rent, t), p.Pt(t), p.Rt(t), Z(~rent, t), hind, tind ); + [Lall2, Oall2, Thall2, Hall2, V2, P2, Vall2] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', state(:,1), Y(~rent, t), p.Pt(t), p.Rt(t), Z(~rent, t), hind, tind + 1); + + Lall = wt.* Lall1 + (1 - wt).* Lall2; + Oall = wt.* Oall1 + (1 - wt).* Oall2; + Thall = wt.*Thall1 + (1 - wt).*Thall2; + Hall = wt.* Hall1 + (1 - wt).* Hall2; + V(~rent,t) = wt.*V1 + (1 - wt).*V2; + Pall(~rent, :, t) = wt.*P1 + (1 - wt).*P2; + Vall(~rent, :, t) = wt.*Vall1 + (1 - wt).*Vall2; + + + Pcum = [zeros(ntemp, 1), cumsum(Pall(~rent, :, t), 2)]; + + D(~rent, t) = ((U(~rent, t) < Pcum(:, 2:end)).*(U(~rent, t) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', D(~rent, t)); + + L(~rent, t) = Lall(ind); + O(~rent, t + 1) = Oall(ind); + Th(~rent, t + 1) = Thall(ind); + H(~rent, t + 1) = Hall(ind); + + Hind(~rent, t + 1) = Hind(~rent, t) + (D(~rent, t) == 2 | D(~rent, t) == 3); + Mind(~rent, t + 1) = Mind(~rent, t) + (D(~rent, t) == 3 | D(~rent, t) == 4); + + Curt(~rent, t + 1) = (Curt(~rent, t) == 1 | (O(~rent, t+1) <= (1 + p.rm)*O(~rent, t) - p.mbar - 1e-5)) & (D(~rent, t) == 5) & (O(~rent, t+1) > 0); + + + % Find consumption + + rent = H(:, t + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, t), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, t), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, L(rent, t), p, p.Rt(t), 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, L(rent, t), p, p.Rt(t), 'r', amin); % c that implies a' = amin + + C(rent, t) = max(min(Crint(L(rent, t), p.zgrid(Z(rent, t))), cmax), cmin); + + [~, A(rent, t+1)] = savings(C(rent,t), L(rent, t), p, p.Rt(t), 'r'); % none of the other state variables matter + + cmin = bisect('savings', 1e-13, 1e5, L(~rent, t), p, p.Rt(t), 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, L(~rent, t), p, p.Rt(t), 'h', amin); % c that implies a' = amin + + C(~rent,t) = max(min(Chint(L(~rent, t), O(~rent, t+1), Th(~rent, t+1), H(~rent, t+1), p.zgrid(Z(~rent, t))), cmax), cmin); + + [~, A(~rent, t+1)] = savings(C(~rent,t), L(~rent,t), p, p.Rt(t), 'h'); + + +end + +Asave = A; +Osave = O; +Thsave = Th; +Hsave = H; +Csave = C; +Lsave = L; +Dsave = D; +Ysave = Y; +Zsave = Z; +Esave = E; +Vsave = V; +Pallsave = Pall; +Vallsave = Vall; +Usave = U; +Deltasave = Delta; + + +%{ + +figure(2) + +id = 50; + +subplot(2,2,1), plot([C(id, 1 : p.T)', Y(id, 1 : p.T)']); +title('Consumption and Income', 'Interpreter','Latex'); +h = legend('consumption', 'income'); +set(gca, 'ygrid', 'on') +set(h,'Interpreter','latex'); + + +subplot(2,2,2), plot([A(id, 1 : p.T + 1)', H(id, 1 : p.T + 1)'.*(1 - O(id, 1 : p.T + 1)'.*Th(id, 1 : p.T + 1)')]); +title('Wealth', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') +h = legend('liquid', 'illiquid'); +set(h,'Interpreter','latex'); + +subplot(2,2,3), plot([H(id, 2 : p.T + 1)', (p.R/p.alpha)^(-1/p.sigma)*C(id, :)']) +title('Housing', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +subplot(2,2,4), plot(O(id, 1 : p.T + 1)'.*Th(id, 1 : p.T + 1)') +title('LTV', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + + + +figure(3) + +subplot(2,2,1), plot([mean(C(:, 1 : p.T))', mean(Y(:, 1 : p.T))']); +title('Consumption and Income', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +legend('consumption', 'income') +set(gca, 'ygrid', 'on') + +subplot(2,2,2), plot([mean(A)', mean(H.*(1 - Th.*O))']); +title('Wealth', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') +h = legend('liquid', 'illiquid'); +set(h,'Interpreter','latex'); + +subplot(2,2,3), plot([mean(H)']); +title('Housing Stock', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +subplot(2,2,4), plot([mean(Th.*H.*O)'./mean(H)']); +title('LTV', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +%} + +W = A + p.Pt'.*H.*(1 - Th.*O); +Debt = p.Pt'.*H.*Th.*O; +Yh = p.phi^(1 + 1/p.gamma)*C.^(-p.sigma/p.gamma); % home production +Rent = p.Rt(1:end-1)'.*(p.Rt(1:end-1)'/p.alpha).^(-1/p.sigma).*C.*(H(:, 2:end) == 0); + +%{ +% Check aggregate resource constraint +% transaction costs: + +Debttilde = zeros(2*N, T + 1); +Debttilde(H > 0) = (Debt(H > 0) - p.F0m)./(1 + p.F1m); + + +Ftrans = (H(:, 1 : end - 1) == 0).*(D == 3).*(p.F0m + p.F1m*Debttilde(:, 2:end)) + ... % mortgage origination cost for renters + (H(:, 1 : end - 1) > 0).*(D <= 3).*(p.Fs*p.Pt(1:end - 1)'.*H(:, 1 : end - 1)) + ... % house selling costs for homeowners + (H(:, 1 : end - 1) > 0).*(D == 3 | D == 4).*(p.F0m + p.F1m*Debttilde(:, 2:end)); % mortgage origination cost for homeowners + +t = 1 : T; + +rl = interest(A(:, t), p); + +err_agg = norm(vec(C(:,t) + p.Pt(t)'.*H(:, t+1) + A(:, t+1) + (1 + p.rm)*Debt(:, t) + Rent(:,t) - Yh(:,t) - Y(:,t) - (1 + rl).*A(:, t) - H(:, t).*(p.Pt(t)' - Delta(:,t)) - Debt(:, t+1) + Ftrans(:,t))); + +fprintf('Err in Agg Resource Constr = %9.2e \n', err_agg); + +id = 1213; + +t = 1:70; [C(id, t)' + p.Pt(t).*(H(id, t+1)' - H(id, t)') + Delta(id, t)'.*H(id, t)' + Ftrans(id, t)' + (1 + p.rm)* Debt(id, t)' - Debt(id, t+1)' + A(id, t+1)' - (1 + interest(A(id, t)', p)).*A(id, t)', Y(id, t)' + Yh(id, t)'] + +t = 1:70; [L(id, t)', -p.Pt(t).*(H(id, t+1)' - H(id, t)') - Delta(id, t)'.*H(id, t)' - Ftrans(id, t)' - (1 + p.rm)* Debt(id, t)' + Debt(id, t+1)' + (1 + interest(A(id, t)', p)).*A(id, t)' + Y(id, t)'] + +t = 1:70; [C(id, t)' + A(id, t+1)' , L(id, t)' + Yh(id, t)'] + +%} + +fsell = mean(vec(D <= 3 & H(:, 1 : end-1) > 0))/ mean(vec(H(:, 1 : end-1) > 0))*4; +fmortg = mean(vec(Th(:,1:end-1).*O(:,1:end-1) > 0 & H(:, 1 : end-1) > 0)) / mean(vec(H(:, 1 : end-1) > 0)); + +agewealthratio = mean(vec(W(:, 41*4 + 1 : end))) / mean(vec(W(:, 2 : 41*4))); + +reqpayment = p.mbar*Th(:, 1:end - 1).*p.Pt(1:end-1)'.*H(:, 1:end - 1).*(O(:, 1:end - 1) > 0).*(D == 5); +actpayment = ((1 + p.rm)*Debt(:, 1 : end - 1) - Debt(:, 2 : end)).*(D == 5); + +fcurtail = sum(vec(D == 5) & vec(O(:, 1:end-1) > 0) & vec(Curt(:, 1:end - 1) > 0))/sum(vec(D == 5) & vec(O(:, 1:end-1) > 0)); + +PTI = reqpayment(reqpayment > 0)./Y(reqpayment > 0); + +HY = p.Pt(1:end-1)'.*H(:, 2:end)./Y/4; + +Age = zeros(2*N, T); % mortgage age + +for t = 2 : T + + Age(:,t) = (Age(:,t-1) + 1/4).*(Age(:,t-1) > 0 & D(:,t) == 5) + 1/4.*(D(:,t) == 3 | D(:,t) == 4); + +end + +Age = Age - 1/4; + +Age = floor(Age); + +LTV = O.*Th; + + +% Let's compute refinance statistics the way Denis did in PSID data (imagine we track people every 2 years) + + +dates = 5 : 8 : p.T; % interview dates: Jan 1 1999, Jan 1 2001, Jan 1 2003 ... + +Ya = zeros(2*N, numel(dates) - 1); % annual income: 1998, 2000, 2002 +Ra = zeros(2*N, numel(dates) - 1); % refinance between 1998-2000, 2000-2002 ... +Na = zeros(2*N, numel(dates) - 1); % eligible to be counted as refinancer +Aa = zeros(2*N, numel(dates) - 1); % liquid assets at the time of the interview +Ha = zeros(2*N, numel(dates) - 1); % house value at interview +LTVa = zeros(2*N, numel(dates) - 1); % LTV at interview +dLTVa = zeros(2*N, numel(dates) - 1); % change in LTV + +for i = 1 : numel(dates) - 1 + +Ya(:, i) = sum(Y(:, dates(i) - 4 : 1 : dates(i) - 1), 2); + +Ra(:, i) = LTV(:, dates(i + 1)) > 1.05*LTV(:, dates(i)) & Hind(:, dates(i+1)) == Hind(:, dates(i)) & LTV(:, dates(i)) > 0 & H(:, dates(i)) > 0; +Na(:, i) = Hind(:, dates(i+1)) == Hind(:, dates(i)) & LTV(:, dates(i)) > 0 & H(:, dates(i)) > 0; + +Aa(:, i) = A(:, dates(i)); +Ha(:, i) = p.Pt(dates(i))'.*H(:, dates(i)); +LTVa(:, i) = LTV(:, dates(i)); +dLTVa(:, i) = LTV(:, dates(i + 1)) - LTV(:, dates(i)); + + +end + +AYa = Aa./Ya; +AWa = Aa./(Aa + (1 - LTVa).*Ha); +AWa(isnan(AWa)) = 0; + + +fextract = sum(Ra(:) > 0 & Na(:) > 0)/sum(Na(:) > 0); +medextract = median(dLTVa(Ra(:) > 0 & Na(:) > 0)./LTVa(Ra(:) > 0 & Na(:) > 0)); +meanextract = mean(dLTVa(Ra(:) > 0 & Na(:) > 0)./LTVa(Ra(:) > 0 & Na(:) > 0)); +meddLTV = median(dLTVa(Ra(:) > 0 & Na(:) > 0)); +meandLTV = mean(dLTVa(Ra(:) > 0 & Na(:) > 0)); + +AWrefimean = mean(AWa(Ra == 1 & Na == 1)); +AWinacmean = mean(AWa(Ra == 0 & Na == 1)); +AYrefimean = mean(AYa(Ra == 1 & Na == 1)); +AYinacmean = mean(AYa(Ra == 0 & Na == 1)); + + +AWrefimed = median(AWa(Ra == 1 & Na == 1)); +AWinacmed = median(AWa(Ra == 0 & Na == 1)); +AYrefimed = median(AYa(Ra == 1 & Na == 1)); +AYinacmed = median(AYa(Ra == 0 & Na == 1)); + + + + +LTV = LTV(:, 2:end); + + +moment_model = zeros(57, 1); + +moment_model(1) = mean(vec(H(:, 2 : end) > 0)); +moment_model(2) = mean(vec(W(:, 2 : end))) /mean(vec(Y))/4; +moment_model(3) = mean(vec(p.Pt(1:end-1)'.*H(:, 2 : end))) /mean(vec(Y))/4; +moment_model(4) = mean(vec(Debt(:, 2 : end))) /mean(vec(Y))/4; +moment_model(5) = mean(vec(A(:, 2 : end))) /mean(vec(Y))/4; +moment_model(6) = median(vec(A(:, 2 : end))) /mean(vec(Y))/4; + +moment_model(7) = mean(A(H > 0)) /mean(vec(Y))/4; +moment_model(8) = median(A(H > 0)) /mean(vec(Y))/4; + +moment_model(9) = mean(vec(A(:,2:end) <= 0)); +moment_model(10) = mean(vec(A(:,2:end) <= 4/26*Y)); % HTM with liquid assets < 2 weeks +moment_model(11) = sum(vec(A(:,2:end) <= 0) & vec(H(:, 2:end) > 0))/sum(vec(H(:, 2:end) > 0)); +moment_model(12) = sum(vec(A(:,2:end) <= 4/26*Y) & vec(H(:, 2:end) > 0))/sum(vec(H(:, 2:end) > 0)); + +moment_model(13) = fextract; +moment_model(14) = mean(vec(Yh))/mean(vec(C)); +moment_model(15) = agewealthratio; + +moment_model(16) = fcurtail; +moment_model(17) = fsell; +moment_model(18) = fmortg; +moment_model(19) = medextract; +moment_model(20) = meddLTV; + + +moment_model(21 : 25) = prctile(vec(A(:, 2 : end)), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(26 : 30) = prctile(A(H == 0), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(31 : 35) = prctile(A(H > 0), [10; 25; 50; 75; 90])/mean(vec(Y))/4; + +hpgrowth = 0.00; + +moment_model(36 : 40) = prctile(LTV(LTV > 0)./(1 + hpgrowth).^(Age(LTV > 0) - 1), [10; 25; 50; 75; 90]); + +PH = p.Pt'.*H; + +moment_model(41 : 45) = prctile((1 - Th(H > 0).*O(H > 0)).*PH(H > 0)./W(H > 0), [10; 25; 50; 75; 90]); +moment_model(46 : 50) = prctile(vec(W(:,2:end)), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(51 : 55) = prctile(PTI, [10; 25; 50; 75; 90]); +moment_model(56 : 60) = prctile(HY(HY > 0), [10; 25; 50; 75; 90]); +moment_model(61 : 65) = prctile(Age(Age >=0 & LTV > 0), [10; 25; 50; 75; 90]); + +moment_model(66) = AWrefimean; +moment_model(67) = AWinacmean; +moment_model(68) = AYrefimean; +moment_model(69) = AYinacmean; +moment_model(70) = AWrefimed; +moment_model(71) = AWinacmed; +moment_model(72) = AYrefimed; +moment_model(73) = AYinacmed; + + +moment_data = [0.64; 1.45; 1.82; 0.83; 0.46; 0.07; 0.53; 0.15; 0.26; 0.41; 0.20; 0.32; 0.15; 0.23; 2.00; 0.22; 0.044; 0.71; 0.24; 0.11; + -0.04; 0; 0.07; 0.48; 1.50; -0.05; 0; 0.01; 0.15; 1; -0.04; 0.01; 0.15; 0.68; 1.69; + 0.18; 0.39; 0.62; 0.77; 0.88; 0.36; 0.64; 0.87; 0.99; 1.04; 0; 0.04; 0.73; 2.34; 3.94; + 0.05; 0.08; 0.11; 0.17; 0.24; 1.02; 1.62; 2.48; 3.78; 6.43; 0; 1; 3; 6; 10; + 0.09; 0.21; 0.34; 1.39; 0.04; 0.16; 0.03; 0.18]; + +% +% if printr +% fprintf('\n') +% fprintf('\n') +% fprintf('Homeownership Rate = %9.2f %9.2f\n', [moment_model(1), moment_data(1)]); +% fprintf('Aggregate Wealth to Income = %9.2f %9.2f\n', [moment_model(2), moment_data(2)]); +% fprintf('Aggregate Housing to Income = %9.2f %9.2f\n', [moment_model(3), moment_data(3)]); +% fprintf('Aggregate Debt to Income = %9.2f %9.2f\n', [moment_model(4), moment_data(4)]); +% +% fprintf('\n') +% fprintf('Aggregate Liquid assets to Income = %9.2f %9.2f\n', [moment_model(5), moment_data(5)]); +% fprintf('Median Liquid assets to Income = %9.2f %9.2f\n', [moment_model(6), moment_data(6)]); +% fprintf('Mean Liquid assets to Income Owners = %9.2f %9.2f\n', [moment_model(7), moment_data(7)]); +% fprintf('Median Liquid assets to Income Owners = %9.2f %9.2f\n', [moment_model(8), moment_data(8)]); +% +% fprintf('\n') +% fprintf('Fraction HTM (A <= 0) = %9.2f %9.2f\n', [moment_model(9), moment_data(9)]); +% fprintf('Fraction HTM (A <= 1/26 income) = %9.2f %9.2f\n', [moment_model(10), moment_data(10)]); +% fprintf('Fraction HTM (A <= 0) Owners = %9.2f %9.2f\n', [moment_model(11), moment_data(11)]); +% fprintf('Fraction HTM (A <= 1/26 income) Owners = %9.2f %9.2f\n', [moment_model(12), moment_data(12)]); +% +% fprintf('\n') +% +% fprintf('Fraction of Borrowers who extract last 2 years = %9.2f %9.2f\n', [moment_model(13), moment_data(13)]); +% fprintf('Non-Market Production to Consumption = %9.2f %9.2f\n', [moment_model(14), moment_data(14)]); +% fprintf('Mean wealth retirees / workers = %9.2f %9.2f\n', [moment_model(15), moment_data(15)]); +% fprintf('\n') +% fprintf('\n') +% +% fprintf('\n') +% fprintf('Fraction of Borrowers Ahead on Payments = %9.2f %9.2f\n', [moment_model(16), moment_data(16)]); +% fprintf('Fraction of Homeowners who sell = %9.2f %9.2f\n', [moment_model(17), moment_data(17)]); +% fprintf('Fraction of Homeowners with mortgage = %9.2f %9.2f\n', [moment_model(18), moment_data(18)]); +% fprintf('Median increase in balance extract = %9.2f %9.2f\n', [moment_model(19), moment_data(19)]); +% fprintf('Median increase in LTV extract = %9.2f %9.2f\n', [moment_model(20), moment_data(20)]); +% +% fprintf('\n') +% +% fprintf('10 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(21), moment_data(21)]); +% fprintf('25 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(22), moment_data(22)]); +% fprintf('50 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(23), moment_data(23)]); +% fprintf('75 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(24), moment_data(24)]); +% fprintf('90 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(25), moment_data(25)]); +% fprintf('\n') +% fprintf('10 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(26), moment_data(26)]); +% fprintf('25 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(27), moment_data(27)]); +% fprintf('50 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(28), moment_data(28)]); +% fprintf('75 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(29), moment_data(29)]); +% fprintf('90 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(30), moment_data(30)]); +% fprintf('\n') +% fprintf('10 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(31), moment_data(31)]); +% fprintf('25 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(32), moment_data(32)]); +% fprintf('50 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(33), moment_data(33)]); +% fprintf('75 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(34), moment_data(34)]); +% fprintf('90 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(35), moment_data(35)]); +% +% +% fprintf('\n') +% +% fprintf('10 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(36), moment_data(36)]); +% fprintf('25 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(37), moment_data(37)]); +% fprintf('50 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(38), moment_data(38)]); +% fprintf('75 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(39), moment_data(39)]); +% fprintf('90 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(40), moment_data(40)]); +% fprintf('\n') +% fprintf('10 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(41), moment_data(41)]); +% fprintf('25 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(42), moment_data(42)]); +% fprintf('50 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(43), moment_data(43)]); +% fprintf('75 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(44), moment_data(44)]); +% fprintf('90 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(45), moment_data(45)]); +% fprintf('\n') +% fprintf('10 pctile Wealth = %9.2f %9.2f\n', [moment_model(46), moment_data(46)]); +% fprintf('25 pctile Wealth = %9.2f %9.2f\n', [moment_model(47), moment_data(47)]); +% fprintf('50 pctile Wealth = %9.2f %9.2f\n', [moment_model(48), moment_data(48)]); +% fprintf('75 pctile Wealth = %9.2f %9.2f\n', [moment_model(49), moment_data(49)]); +% fprintf('90 pctile Wealth = %9.2f %9.2f\n', [moment_model(50), moment_data(50)]); +% fprintf('\n') +% fprintf('10 pctile PTI = %9.2f %9.2f\n', [moment_model(51), moment_data(51)]); +% fprintf('25 pctile PTI = %9.2f %9.2f\n', [moment_model(52), moment_data(52)]); +% fprintf('50 pctile PTI = %9.2f %9.2f\n', [moment_model(53), moment_data(53)]); +% fprintf('75 pctile PTI = %9.2f %9.2f\n', [moment_model(54), moment_data(54)]); +% fprintf('90 pctile PTI = %9.2f %9.2f\n', [moment_model(55), moment_data(55)]); +% fprintf('\n') +% fprintf('10 pctile housing to income = %9.2f %9.2f\n', [moment_model(56), moment_data(56)]); +% fprintf('25 pctile housing to income = %9.2f %9.2f\n', [moment_model(57), moment_data(57)]); +% fprintf('50 pctile housing to income = %9.2f %9.2f\n', [moment_model(58), moment_data(58)]); +% fprintf('75 pctile housing to income = %9.2f %9.2f\n', [moment_model(59), moment_data(59)]); +% fprintf('90 pctile housing to income = %9.2f %9.2f\n', [moment_model(60), moment_data(60)]); +% fprintf('\n') +% fprintf('10 pctile mortgage age = %9.0f %9.0f\n', [moment_model(61), moment_data(61)]); +% fprintf('25 pctile mortgage age = %9.0f %9.0f\n', [moment_model(62), moment_data(62)]); +% fprintf('50 pctile mortgage age = %9.0f %9.0f\n', [moment_model(63), moment_data(63)]); +% fprintf('75 pctile mortgage age = %9.0f %9.0f\n', [moment_model(64), moment_data(64)]); +% fprintf('90 pctile mortgage age = %9.0f %9.0f\n', [moment_model(65), moment_data(65)]); +% fprintf('\n') +% fprintf(' Mean Liquid Assets to Wealth: Refi = %9.2f %9.2f\n', [moment_model(66), moment_data(66)]); +% fprintf(' Mean Liquid Assets to Wealth: Dont = %9.2f %9.2f\n', [moment_model(67), moment_data(67)]); +% %fprintf(' Mean Liquid Assets to Income: Refi = %9.2f %9.2f\n', [moment_model(68), moment_data(68)]); +% %fprintf(' Mean Liquid Assets to Income: Dont = %9.2f %9.2f\n', [moment_model(69), moment_data(69)]); +% fprintf('Median Liquid Assets to Wealth: Refi = %9.2f %9.2f\n', [moment_model(70), moment_data(70)]); +% fprintf('Median Liquid Assets to Wealth: Dont = %9.2f %9.2f\n', [moment_model(71), moment_data(71)]); +% %fprintf('Median Liquid Assets to Income: Refi = %9.2f %9.2f\n', [moment_model(72), moment_data(72)]); +% %fprintf('Median Liquid Assets to Income: Dont = %9.2f %9.2f\n', [moment_model(73), moment_data(73)]); +% +% +% end +% +% weights = zeros(numel(moment_data), 1); +% +% weights(1) = 10; +% weights(2 : 8) = 1; +% weights(5 : 6) = 10; % mean/median liquid assets +% weights(10) = 1; +% weights(12) = 1; +% weights(13) = 20; +% weights(14:15) = 1; +% weights(35) = 1; +% +% +% weights = weights/sum(weights); +% +% err_mom = (moment_model - moment_data)./(1 + moment_data); +% err_mom = (weights'*err_mom.^2).^(1/2); +% +% if exist('x', 'var') +% +% fprintf('%5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f \n', [x(:)', err_mom]); +% +% else +% +% fprintf('\n'); +% fprintf('value of objective = %5.6f \n', err_mom); +% fprintf('\n'); +% +% end +% + + +clc + +fprintf('\n') +fprintf('Left Column: Model, Right Column: Data\n') +fprintf('\n') +fprintf('Table 11, A. Moments Used in Calibration \n') + +fprintf('\n') +fprintf('I. Aggregate Moments\n') + +fprintf('\n') +fprintf('fraction homeowners = %9.2f %9.2f\n', [moment_model(1), moment_data(1)]); +fprintf('wealth to income = %9.2f %9.2f\n', [moment_model(2), moment_data(2)]); +fprintf('housing to income = %9.2f %9.2f\n', [moment_model(3), moment_data(3)]); +fprintf('mortgage debt to income = %9.2f %9.2f\n', [moment_model(4), moment_data(4)]); +fprintf('mean liquid assets to income = %9.2f %9.2f\n', [moment_model(5), moment_data(5)]); +fprintf('fraction borrowers who extract = %9.2f %9.2f\n', [round(moment_model(13)/2*100)/100, round(moment_data(13)/2*100)/100]); + +fprintf('\n') +fprintf('\n') +fprintf('II. Distribution of Liquid Assets\n') + +fprintf('\n') +fprintf('\n') +fprintf('10th pctile = %9.2f %9.2f\n', [moment_model(21), moment_data(21)]); +fprintf('25th pctile = %9.2f %9.2f\n', [moment_model(22), moment_data(22)]); +fprintf('50th pctile = %9.2f %9.2f\n', [moment_model(23), moment_data(23)]); +fprintf('75th pctile = %9.2f %9.2f\n', [moment_model(24), moment_data(24)]); +fprintf('90th pctile = %9.2f %9.2f\n', [moment_model(25), moment_data(25)]); +fprintf('\n') + diff --git a/42/replication_package/model_replication/Main nu 3 House Price growth/simulate_ganong.m b/42/replication_package/model_replication/Main nu 3 House Price growth/simulate_ganong.m new file mode 100644 index 0000000000000000000000000000000000000000..0a4883c77b7b67817a8a39f06fd8b557e6c2c384 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 House Price growth/simulate_ganong.m @@ -0,0 +1,608 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 5; + +% Without intervention + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:, 1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:, 1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); +Rt = zeros(S, 1); +MPRt = zeros(S, 1); % Beraja-Hurst propensity to refinance: amount of newly refinanced mortgages / outstanding stock of all existing mortgages +Emt = zeros(S, 1); % median equity (1 - LTV) for borrowers + + + +for time = 1 : S + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + Rt(time) = mean(vec(Dsim(:, :, time) == 4 & Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0))/mean(vec(Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0)); + +end + + +% With intervention + +start_new; + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = zeros(2*N, T, S); + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +Rcsim = zeros(2*N, T, S + 1); + +Rcsim(:, :, 1 : 2) = 1; + +Ocsim(:, :, 2) = Osim(:,:,2); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + + rent = Hcsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time), Rcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + rind = state(:, 5); % made this state variable an index (1, 2), or else doesn't respect monotonicity + + ntemp = numel(find(~rent)); + + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind, rind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + inactive = Dcsim(:, initage, time) == 5; + + Rcsim(:, initage, time + 1) = Rcsim(:, initage, time).*inactive + p.nr.*(1 - inactive); + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nr, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), Rcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Yct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); +Rct = zeros(S, 1); + +for time = 1 : S + + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)).*Hcsim(:, :, time))); + Rct(time) = mean(vec(Dcsim(:, :, time) == 4 & Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0))/mean(vec(Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0)); + +end + + + + +% Next, simulate Ganong-Noel Experiment + + +Agsim = Asim; +Ogsim = Osim; +Thgsim = Thsim; +Hgsim = Hsim; + +Cgsim = Csim; +Lgsim = Lsim; +Dgsim = Dsim; + +Vgsim = zeros(2*N, T, S); + +Pallgsim = Pallsim; +Vallgsim = Vallsim; + +Rgsim = zeros(2*N, T, S + 1); + +Rgsim(:, :, 1 : 2) = 1; + +time = 2; + + +if experiment >= 2 + + Thgsim(:, :, time) = Thsim(:, :, time); + Ogsim(:, :, time) = min(Osim(:, :, time) + 0.056978./Thsim(:, :, time), 1).*(Hsim(:, :, time) > 0 & Osim(:, :, time) > 0 & Thsim(:, :, time) > 0); % only for borrowers % make change a fixed fraction of value of their homes + +end + +% Select these if want to introduce liquidity injection after interest rate change + +if experiment == 1 + + Thgsim(:, :, time) = Thsim(:, :, time).*(Thsim(:, :,time) > 0 & Hsim(:,:,time) > 0) + p.tgrid(end).*(Thsim(:, :,time) == 0 & Hsim(:,:,time) > 0); + Ogsim(:, :, time) = min(Osim(:, :, time) + 0.01/(1 + p.rm0)./Thgsim(:, :, time), 1).*(Hsim(:, :, time) > 0); % make change a fixed fraction of value of their homes + +end + +Transfer = (1 + p.rm0)*(Ogsim(:, :, time).*Thgsim(:, :, time) - Osim(:, :, time).*Thsim(:, :, time)).*Hsim(:, :, time); + +RHS = (1 + interest(Asim(:, :, time), p)).*Asim(:, :, time) + Transfer; + +data = [RHS(:)./(1 + p.rh), RHS(:)./(1 + p.rl)]; + + +Agsim(:, :, time) = reshape(bisect('findtransfer', min(data, [], 2) - 0.1, max(data, [], 2) + 0.1, RHS(:), p), 2*N, T); + + +if experiment == 3 % forgive principal, Column B + + Ogsim(:, :, time) = Osim(:, :, time); + Thgsim(:, :, time) = Thsim(:, :, time); + +end + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + + rent = Hgsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Agsim(rent, initage, time), p)).*Agsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vgsim(rent, initage, time), Pallgsim(rent, 1 : 3, initage, time), Vallgsim(rent, 1 : 3, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallgsim(rent, 1 : 3, initage, time), 2)]; + + + Dgsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dgsim(rent, initage, time)); + + Lgsim(rent, initage, time) = Lall(ind); + Ogsim(rent, initage, time + 1) = Oall(ind); + Thgsim(rent, initage, time + 1) = Thall(ind); + Hgsim(rent, initage, time + 1) = Hall(ind); + + + % Homeowners + + Attemp = (1 + interest(Agsim(~rent, initage, time), p)).*Agsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hgsim(~rent, initage, time); + + state = [Attemp, Ogsim(~rent, initage, time), Thgsim(~rent, initage, time), Hgsim(~rent, initage, time), Rgsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + rind = state(:, 5); % made this state variable an index (1, 2), or else doesn't respect monotonicity + + ntemp = numel(find(~rent)); + + + [Lall, Oall, Thall, Hall, Vgsim(~rent, initage, time), Pallgsim(~rent, :, initage, time), Vallgsim(~rent, :, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind, rind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallgsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dgsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dgsim(~rent, initage, time)); + + Lgsim(~rent, initage, time) = Lall(ind); + Ogsim(~rent, initage, time + 1) = Oall(ind); + Thgsim(~rent, initage, time + 1) = Thall(ind); + Hgsim(~rent, initage, time + 1) = Hall(ind); + + + inactive = Dgsim(:, initage, time) == 5; + + Rgsim(:, initage, time + 1) = Rgsim(:, initage, time).*inactive + p.nr.*(1 - inactive); + + + % Find consumption + + rent = Hgsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nr, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lgsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lgsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Cgsim(rent, initage, time) = max(min(Crint(Lgsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Agsim(rent, initage, time + 1)] = savings(Cgsim(rent, initage, time), Lgsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lgsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lgsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Cgsim(~rent, initage, time) = max(min(Chint(Lgsim(~rent, initage, time), Ogsim(~rent,initage, time + 1), Thgsim(~rent,initage, time + 1), Hgsim(~rent,initage, time + 1), Rgsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Agsim(~rent, initage, time + 1)] = savings(Cgsim(~rent, initage, time), Lgsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + if age == T + + Agsim(:, initage, time + 1) = 0; + Ogsim(:, initage, time + 1) = 0; + Thgsim(:, initage, time + 1) = 0; + Hgsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cgt = zeros(S, 1); +Ygt = zeros(S, 1); +Agt = zeros(S, 1); +Hgt = zeros(S, 1); +Dgt = zeros(S, 1); +Rgt = zeros(S, 1); + + +for time = 1 : S + + Cgt(time) = mean(vec(Cgsim(:, :, time))); + Hgt(time) = mean(vec(Hgsim(:, :, time))); + Agt(time) = mean(vec(Agsim(:, :, time))); + Dgt(time) = mean(vec(Ogsim(:, :, time).*Thgsim(:, :, time).*p.Pgrid(Rgsim(:,:,time)).*Hgsim(:, :, time))); + Rgt(time) = mean(vec(Dgsim(:, :, time) == 4 & Hgsim(:, :, time) > 0 & Ogsim(:, :, time).*Thgsim(:, :, time) > 0))/mean(vec(Hgsim(:, :, time) > 0 & Ogsim(:, :, time).*Thgsim(:, :, time) > 0)); + +end + +Vnew = reshape(Vgsim(:, :, 2), 2*N*T, 1); +Vold = reshape(Vcsim(:, :, 2), 2*N*T, 1); +UCold = reshape(Ccsim(:, :, 2).^(- p.sigma), 2*N*T, 1); +Tran = reshape(Transfer, 2*N*T, 1); + +ind = Tran > 0; + +gains = max(min((Vnew(ind) - Vold(ind))./Transfer(ind)./UCold(ind), 1), 0); % small fraction due to interpolation error + + +PTI = p.mbar0*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + +LTV = Osim(:, :, time).*Thsim(:, :, time)/dP; + +sel = LTV > 0.95; +sel = sel(ind); + +if experiment >= 2 % annual MPC + +MPC = (Cgsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 2).^(-p.sigma/p.gamma) - (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma))) + ... + (Cgsim(:, :, 3) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 3).^(-p.sigma/p.gamma) - (Ccsim(:, :, 3) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 3).^(-p.sigma/p.gamma))) + ... + (Cgsim(:, :, 4) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 4).^(-p.sigma/p.gamma) - (Ccsim(:, :, 4) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 4).^(-p.sigma/p.gamma))) + ... + (Cgsim(:, :, 5) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 5).^(-p.sigma/p.gamma) - (Ccsim(:, :, 5) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 5).^(-p.sigma/p.gamma))); + +MPC = reshape(MPC, 2*N*T, 1); + +MPC = MPC(ind)./Tran(ind); + +else % quarterly MPC + +MPC = (Cgsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 2).^(-p.sigma/p.gamma) - (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma))); + +MPC = reshape(MPC, 2*N*T, 1); + +MPC = MPC(ind)./Tran(ind); + +end + +fprintf('\n') + +fprintf('Fraction who benefit = %9.2f %9.2f\n', [mean(gains > 0), sum(gains > 0 & sel)/sum(sel)]); +fprintf('\n') + +fprintf('Willingness to pay, mean = %9.2f %9.2f\n', [mean(gains(gains > 0)), mean(gains(gains > 0 & sel)) ]); +fprintf('Willingness to pay, 10th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 10), prctile(gains(gains > 0 & sel), 10) ]); +fprintf('Willingness to pay, 25th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 25), prctile(gains(gains > 0 & sel), 25) ]); +fprintf('Willingness to pay, 50th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 50), prctile(gains(gains > 0 & sel), 50) ]); +fprintf('Willingness to pay, 75th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 75), prctile(gains(gains > 0 & sel), 75) ]); +fprintf('Willingness to pay, 90th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 90), prctile(gains(gains > 0 & sel), 90) ]); +fprintf('\n') + + +fprintf('Fraction consumed, mean = %9.2f %9.2f\n', [mean(MPC(gains > 0)), mean(MPC(gains > 0 & sel)), ]); +fprintf('Fraction consumed, 10th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 10), prctile(MPC(gains > 0 & sel), 10)]); +fprintf('Fraction consumed, 25th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 25), prctile(MPC(gains > 0 & sel), 25)]); +fprintf('Fraction consumed, 50th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 50), prctile(MPC(gains > 0 & sel), 50)]); +fprintf('Fraction consumed, 75th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 75), prctile(MPC(gains > 0 & sel), 75)]); +fprintf('Fraction consumed, 90th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 90), prctile(MPC(gains > 0 & sel), 90)]); diff --git a/42/replication_package/model_replication/Main nu 3 House Price growth/simulate_liquidity.m b/42/replication_package/model_replication/Main nu 3 House Price growth/simulate_liquidity.m new file mode 100644 index 0000000000000000000000000000000000000000..473acd40dc62708f2a951fca0ac11ad005649cf0 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 House Price growth/simulate_liquidity.m @@ -0,0 +1,206 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + + +Asim = Asave; +Osim = Osave; +Thsim = Thsave; +Hsim = Hsave; + +Csim = Csave; +Lsim = Lsave; +Dsim = Dsave; +Ysim = Ysave; +Zsim = Zsave; +Esim = Esave; +Vsim = Vsave; +Pallsim = Pallsave; +Vallsim = Vallsave; +Usim = Usave; +Deltasim = Deltasave; + + +% Next Study Liquidity Injection: raise everyone's omega by 1% and increase A by the corresponding amount + +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = Vsim; + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + + +Thcsim = Thsim.*(Thsim > 0 & Hsim > 0) + p.tgrid(end).*(Thsim == 0 & Hsim > 0); + +Ocsim = min(Osim + 0.01/(1 + p.rm)./Thcsim, 1).*(Hsim > 0); + +Transfer = (1 + p.rm)*(Ocsim.*Thcsim - Osim.*Thsim).*p.Pt'.*Hsim; + +RHS = (1 + interest(Asim, p)).*Asim + Transfer; + +data = [RHS(:)./(1 + p.rh), RHS(:)./(1 + p.rl)]; + + +Acsim = reshape(bisect('findtransfer', min(data, [], 2) - 0.1, max(data, [], 2) + 0.1, RHS(:), p), 2*N, T + 1); + + + +% Next, use Thcsim, Ocsim and Acsim as the new state variables and re-compute decision rules and value functions for all HHs +% all we need is to retrieve Ccsim and Vcsim after intervention + + +for t = 2 : T + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + rent = Hcsim(:, t) == 0; + + % Renters + + state = (1 + interest(Acsim(rent, t), p)).*Acsim(rent, t); % others don't matter directly + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, V(rent,t), Pall(rent, 1 : 3, t), Vall(rent, 1 : 3, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'r', state(:,1), Y(rent, t), p.Pt(t), p.Rt(t), Z(rent, t)); + + Pcum = [zeros(ntemp, 1), cumsum(Pall(rent, 1 : 3, t), 2)]; + + D(rent, t) = ((U(rent, t) < Pcum(:, 2:end)).*(U(rent, t) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', D(rent, t)); + + L(rent, t) = Lall(ind); + O(rent, t + 1) = Oall(ind); + Th(rent, t + 1) = Thall(ind); + H(rent, t + 1) = Hall(ind); + + Hind(rent, t + 1) = Hind(rent, t) + (D(rent, t) > 1); + Mind(rent, t + 1) = Mind(rent, t) + (D(rent, t) == 3); + + % Homeowners + + ntemp = numel(find(~rent)); + + state = [(1 + interest(Acsim(~rent, t), p)).*Acsim(~rent, t) - Delta(~rent, t).*Hcsim(~rent, t), Ocsim(~rent, t), Thcsim(~rent, t), Hcsim(~rent, t)]; % others don't matter directly + + hind = lookup1(p.hgrid, Hcsim(~rent, t), 1); + + tind = lookup1(p.tgrid, Thcsim(~rent, t), 3); % no longer on the grid so need to interpolate decision rules + + wt = (p.tgrid(tind + 1) - Thcsim(~rent, t))./(p.tgrid(tind + 1) - p.tgrid(tind)); + + [Lall1, Oall1, Thall1, Hall1, V1, P1, Vall1] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', state(:,1), Y(~rent, t), p.Pt(t), p.Rt(t), Z(~rent, t), hind, tind ); + [Lall2, Oall2, Thall2, Hall2, V2, P2, Vall2] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', state(:,1), Y(~rent, t), p.Pt(t), p.Rt(t), Z(~rent, t), hind, tind + 1); + + Lall = wt.* Lall1 + (1 - wt).* Lall2; + Oall = wt.* Oall1 + (1 - wt).* Oall2; + Thall = wt.*Thall1 + (1 - wt).*Thall2; + Hall = wt.* Hall1 + (1 - wt).* Hall2; + V(~rent,t) = wt.*V1 + (1 - wt).*V2; + Pall(~rent, :, t) = wt.*P1 + (1 - wt).*P2; + Vall(~rent, :, t) = wt.*Vall1 + (1 - wt).*Vall2; + + + Pcum = [zeros(ntemp, 1), cumsum(Pall(~rent, :, t), 2)]; + + D(~rent, t) = ((U(~rent, t) < Pcum(:, 2:end)).*(U(~rent, t) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', D(~rent, t)); + + L(~rent, t) = Lall(ind); + O(~rent, t + 1) = Oall(ind); + Th(~rent, t + 1) = Thall(ind); + H(~rent, t + 1) = Hall(ind); + + Hind(~rent, t + 1) = Hind(~rent, t) + (D(~rent, t) == 2 | D(~rent, t) == 3); + Mind(~rent, t + 1) = Mind(~rent, t) + (D(~rent, t) == 3 | D(~rent, t) == 4); + + + % Find consumption + + rent = H(:, t + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, t), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, t), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, L(rent, t), p, p.Rt(t), 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, L(rent, t), p, p.Rt(t), 'r', amin); % c that implies a' = amin + + C(rent, t) = max(min(Crint(L(rent, t), p.zgrid(Z(rent, t))), cmax), cmin); + + [~, A(rent, t+1)] = savings(C(rent,t), L(rent, t), p, p.Rt(t), 'r'); % none of the other state variables matter + + cmin = bisect('savings', 1e-13, 1e5, L(~rent, t), p, p.Rt(t), 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, L(~rent, t), p, p.Rt(t), 'h', amin); % c that implies a' = amin + + C(~rent,t) = max(min(Chint(L(~rent, t), O(~rent, t+1), Th(~rent, t+1), H(~rent, t+1), p.zgrid(Z(~rent, t))), cmax), cmin); + + [~, A(~rent, t+1)] = savings(C(~rent,t), L(~rent,t), p, p.Rt(t), 'h'); + + +end + + +Ccsim = C; +Vcsim = V; + + +% Ask: how many homeowners benefit, so Vcsim > Vsim and what do + +% 1. Fraction of homeowners who benefit + +% 2. Distribution of welfare gains + +Vnew = reshape(Vcsim(:, 2 : T), 2*N*(T - 1), 1); +Vold = reshape(Vsim(:, 2 : T), 2*N*(T - 1), 1); +UCold = reshape(Csim(:, 2 : T).^(- p.sigma), 2*N*(T - 1), 1); +Transfer = reshape(Transfer(:, 2 : T), 2*N*(T - 1), 1); + +ind = Transfer > 0; + +gains = max(min((Vnew(ind) - Vold(ind))./Transfer(ind)./UCold(ind), 1), 0); % small fraction due to interpolation error + +fbenefit = mean(gains > 0); + +MPC = (Ccsim(:, 2 : T) - p.phi^(1 + 1/p.gamma)*Ccsim(:, 2 : T).^(-p.sigma/p.gamma) - (Csim(:, 2 : T) - p.phi^(1 + 1/p.gamma)*Csim(:, 2 : T).^(-p.sigma/p.gamma))); +MPC = reshape(MPC, 2*N*(T - 1), 1); + +MPC = MPC(ind)./Transfer(ind); +% +% fprintf('\n') +% fprintf('Fraction who benefit = %9.2f \n', fbenefit); +% fprintf('\n') +% fprintf('Willingness to pay, mean = %9.2f \n', mean(gains(gains > 0))); +% fprintf('Willingness to pay, 10th pctile = %9.2f \n', prctile(gains(gains > 0), 10)); +% fprintf('Willingness to pay, 25th pctile = %9.2f \n', prctile(gains(gains > 0), 25)); +% fprintf('Willingness to pay, 50th pctile = %9.2f \n', prctile(gains(gains > 0), 50)); +% fprintf('Willingness to pay, 75th pctile = %9.2f \n', prctile(gains(gains > 0), 75)); +% fprintf('Willingness to pay, 90th pctile = %9.2f \n', prctile(gains(gains > 0), 90)); +% fprintf('\n') +% fprintf('Fraction consumed, mean = %9.2f \n', mean(MPC(gains > 0))); +% fprintf('Fraction consumed, 10th pctile = %9.2f \n', prctile(MPC(gains > 0), 10)); +% fprintf('Fraction consumed, 25th pctile = %9.2f \n', prctile(MPC(gains > 0), 25)); +% fprintf('Fraction consumed, 50th pctile = %9.2f \n', prctile(MPC(gains > 0), 50)); +% fprintf('Fraction consumed, 75th pctile = %9.2f \n', prctile(MPC(gains > 0), 75)); +% fprintf('Fraction consumed, 90th pctile = %9.2f \n', prctile(MPC(gains > 0), 90)); +% + + + +fprintf('\n') +fprintf('Table 11, C. Severity of Liquidity Constraints \n') +fprintf('\n') +fprintf('fraction liquidity constrained = %9.2f\n', mean(gains > 0)); +fprintf('mean valuation of liquidity = %9.2f\n', mean(gains(gains > 0))); +fprintf('mean fraction consumed = %9.2f\n', mean(MPC(gains > 0))); diff --git a/42/replication_package/model_replication/Main nu 3 House Price growth/simulate_new.m b/42/replication_package/model_replication/Main nu 3 House Price growth/simulate_new.m new file mode 100644 index 0000000000000000000000000000000000000000..bc97bd94237346f1bed2e2e6452dd5ee8b94666c --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 House Price growth/simulate_new.m @@ -0,0 +1,509 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 5; + +% Without intervention + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:, 1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:, 1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); +Rt = zeros(S, 1); +MPRt = zeros(S, 1); % Beraja-Hurst propensity to refinance: amount of newly refinanced mortgages / outstanding stock of all existing mortgages +Emt = zeros(S, 1); % median equity (1 - LTV) for borrowers + + + +for time = 1 : S + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + Rt(time) = mean(vec(Dsim(:, :, time) == 4 & Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0))/mean(vec(Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0)); + + MPRt(time) = sum(vec((Dsim(:,:, time) == 4).*Osim(:, :, time + 1).*Thsim(:, :, time + 1).*Hsim(:, :, time + 1)))/... + sum(vec( Osim(:, :, time ).*Thsim(:, :, time ).*Hsim(:, :, time ))); + + LTV = vec(Osim(:, :, time).*Thsim(:, :, time)); + + Emt(time) = 1 - median(LTV(LTV > 0)); + +end + + +% With intervention + +start_new; + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = zeros(2*N, T, S); + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +Rcsim = zeros(2*N, T, S + 1); + +Rcsim(:, :, 1 : 2) = 1; + +Ocsim(:, :, 2) = Osim(:,:,2); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + + rent = Hcsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time), Rcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + rind = state(:, 5); % made this state variable an index (1, 2), or else doesn't respect monotonicity + + ntemp = numel(find(~rent)); + + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind, rind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + inactive = Dcsim(:, initage, time) == 5; + + Rcsim(:, initage, time + 1) = Rcsim(:, initage, time).*inactive + p.nr.*(1 - inactive); + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nr, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), Rcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Yct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); +Rct = zeros(S, 1); +MPRct = zeros(S, 1); % Beraja-Hurst propensity to refinance: amount of newly refinanced mortgages / outstanding stock of all existing mortgages +Emct = zeros(S, 1); % median equity (1 - LTV) for borrowers + + +for time = 1 : S + + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)).*Hcsim(:, :, time))); + Rct(time) = mean(vec(Dcsim(:, :, time) == 4 & Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0))/mean(vec(Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0)); + + MPRct(time) = sum(vec((Dcsim(:,:, time) == 4).*Ocsim(:, :, time + 1).*Thcsim(:, :, time + 1).*p.Pgrid(Rcsim(:, :, time + 1)).*Hcsim(:, :, time + 1)))/... + sum(vec( Ocsim(:, :, time ).*Thcsim(:, :, time ).*p.Pgrid(Rcsim(:, :, time )).*Hcsim(:, :, time ))); + + if time == 1 + + LTV = vec(Ocsim(:, :, time).*Thcsim(:, :, time)); + + else + + LTV = vec(Ocsim(:, :, time).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)))/p.Pgrid(p.nr); + + end + + Emct(time) = 1 - median(LTV(LTV > 0)); + +end + + + +% Characteristics of those who refinance: with and without the shock + +Wsim = Asim + Hsim.*(1 - Osim.*Thsim); + +time = 2; + +Wtemp = Wsim(:, :, time); % only state variables +Atemp = Asim(:, :, time); +LTV = Osim(:, :, time).*Thsim(:, :, time); +Htemp = Hsim(:, :, time); +LY = Atemp./Ysim(:, :, time); +Sh = 1 - Atemp./Wtemp; +Agetemp = Agesim(:, :, time)/4 + 25; +Ytemp = Ysim(:, :, time); + +refin = Dsim(:, :, time) == 4 & Hsim(:, :, time) > 0; +owner = Hsim(:, :, time) > 0; + +fprintf('\n'); +fprintf('Characteristics of Refinancers Absent Shock\n'); +fprintf('\n'); +fprintf('All, Refinance, Dont Refinance\n'); + +fprintf('\n'); + +fprintf('\n'); +fprintf('Mean Liquid Assets = %9.2f %9.2f %9.2f \n', [mean(Atemp(owner)), mean(Atemp(owner & refin)), mean(Atemp(owner & ~refin))]); +fprintf('Mean Income = %9.2f %9.2f %9.2f \n', [mean(Ytemp(owner)), mean(Ytemp(owner & refin)), mean(Ytemp(owner & ~refin))]); +fprintf('Mean Liquid Asset to Income = %9.2f %9.2f %9.2f \n', [mean(LY(owner)), mean(LY(owner & refin)), mean(LY(owner & ~refin))]); +fprintf('Mean Share Housing Wealth = %9.2f %9.2f %9.2f \n', [mean(Sh(owner)), mean(Sh(owner & refin)), mean(Sh(owner & ~refin))]); +fprintf('Mean Wealth = %9.2f %9.2f %9.2f \n', [mean(Wtemp(owner)), mean(Wtemp(owner & refin)), mean(Wtemp(owner & ~refin))]); +fprintf('Mean LTV = %9.2f %9.2f %9.2f \n', [mean(LTV(owner)), mean(LTV(owner & refin)), mean(LTV(owner & ~refin))]); +fprintf('Mean House = %9.2f %9.2f %9.2f \n', [mean(Htemp(owner)), mean(Htemp(owner & refin)), mean(Htemp(owner & ~refin))]); +fprintf('Mean Age = %9.2f %9.2f %9.2f \n', [mean(Agetemp(owner)), mean(Agetemp(owner & refin)), mean(Agetemp(owner & ~refin))]); + +fprintf('\n'); +fprintf('\n'); + + +Wcsim = zeros(size(Acsim)); + +Wcsim(:,:, 1) = Acsim(:, :, 1) + p.Pgrid(1)*Hcsim(:, :, 1).*(1 - Ocsim(:, :, 1).*Thcsim(:, :, 1)); + +Wcsim(:, :, 2: end) = Acsim(:, :, 2 : end) + p.Pgrid(p.nr)*Hcsim(:,:,2:end) - p.Pgrid(Rcsim(:,:,2:end)).*Ocsim(:, :, 2:end).*Thcsim(:, :, 2:end); + +time = 2; + +Wtemp = Wcsim(:, :, time); % only state variables +Atemp = Acsim(:, :, time); +LTV = Ocsim(:, :, time).*Thcsim(:, :, time); +Htemp = Hcsim(:, :, time); +LY = Atemp./Ysim(:, :, time); +Sh = 1 - Atemp./Wtemp; +Agetemp = Agesim(:, :, time)/4 + 25; +Ytemp = Ysim(:, :, time); + +refin = Dcsim(:, :, time) == 4 & Hcsim(:, :, time) > 0; +owner = Hcsim(:, :, time) > 0; + +fprintf('\n'); +fprintf('Characteristics of Refinancers With Shock\n'); +fprintf('\n'); +fprintf('All, Refinance, Dont Refinance\n'); + +fprintf('\n'); + +fprintf('\n'); +fprintf('Mean Liquid Assets = %9.2f %9.2f %9.2f \n', [mean(Atemp(owner)), mean(Atemp(owner & refin)), mean(Atemp(owner & ~refin))]); +fprintf('Mean Income = %9.2f %9.2f %9.2f \n', [mean(Ytemp(owner)), mean(Ytemp(owner & refin)), mean(Ytemp(owner & ~refin))]); +fprintf('Mean Liquid Asset to Income = %9.2f %9.2f %9.2f \n', [mean(LY(owner)), mean(LY(owner & refin)), mean(LY(owner & ~refin))]); +fprintf('Mean Share Housing Wealth = %9.2f %9.2f %9.2f \n', [mean(Sh(owner)), mean(Sh(owner & refin)), mean(Sh(owner & ~refin))]); +fprintf('Mean Wealth = %9.2f %9.2f %9.2f \n', [mean(Wtemp(owner)), mean(Wtemp(owner & refin)), mean(Wtemp(owner & ~refin))]); +fprintf('Mean LTV = %9.2f %9.2f %9.2f \n', [mean(LTV(owner)), mean(LTV(owner & refin)), mean(LTV(owner & ~refin))]); +fprintf('Mean House = %9.2f %9.2f %9.2f \n', [mean(Htemp(owner)), mean(Htemp(owner & refin)), mean(Htemp(owner & ~refin))]); +fprintf('Mean Age = %9.2f %9.2f %9.2f \n', [mean(Agetemp(owner)), mean(Agetemp(owner & refin)), mean(Agetemp(owner & ~refin))]); + +fprintf('\n'); +fprintf('\n'); + + +% MPC out of transfer in Ganong-Noel Experiment + + +time = 2; + +Transfer = (p.mbargrid(p.nr) - p.mbargrid(Rcsim(:, :, time))).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)).*Hcsim(:,:,time).*(Dcsim(:, :, time) == 5).*(Osim(:,:,time) > 0); + +dC = (Ccsim(:, :, time) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, time).^(-p.sigma/p.gamma) - (Csim(:, :, time) - p.phi^(1 + 1/p.gamma)*Csim(:, :, time).^(-p.sigma/p.gamma))); +dA = Acsim(:, :, time + 1) - Asim(:, :, time + 1); + +htm = Acsim(:, :, time + 1) <= 1/6.5*Ysim(:,:,time); + +gains = Vcsim(:, :, time) - Vsim(:, :, time); + +good = Transfer > 0 & Dcsim(:, :, time) == 5 & Dsim(:, :, time) == 5; + + +MPC = dC(good)./Transfer(good); +gains = gains(good); +htm = htm(good); + +fbenefit = mean(gains > 0); +fprintf('\n') + +fprintf('Fraction who benefit = %9.2f \n', fbenefit); + +fprintf('\n') +fprintf('MPC, mean = %9.2f %9.2f %9.2f \n', [mean(MPC(gains > 0)), mean(MPC(gains > 0 & htm)), mean(MPC(gains > 0 & ~htm)) ]); +fprintf('MPC, 10th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 10), prctile(MPC(gains > 0 & htm), 10), prctile(MPC(gains > 0 & ~htm), 10)]); +fprintf('MPC, 25th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 25), prctile(MPC(gains > 0 & htm), 25), prctile(MPC(gains > 0 & ~htm), 25)]); +fprintf('MPC, 50th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 50), prctile(MPC(gains > 0 & htm), 50), prctile(MPC(gains > 0 & ~htm), 50)]); +fprintf('MPC, 75th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 75), prctile(MPC(gains > 0 & htm), 75), prctile(MPC(gains > 0 & ~htm), 75)]); +fprintf('MPC, 90th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 90), prctile(MPC(gains > 0 & htm), 90), prctile(MPC(gains > 0 & ~htm), 90)]); + diff --git a/42/replication_package/model_replication/Main nu 3 House Price growth/simulate_taxrebate.m b/42/replication_package/model_replication/Main nu 3 House Price growth/simulate_taxrebate.m new file mode 100644 index 0000000000000000000000000000000000000000..0bd9002250edd5a5bc6bb1ae2a971cc6524fd2c1 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 House Price growth/simulate_taxrebate.m @@ -0,0 +1,507 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 3; + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); +Deltasim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); + + +% find out who is constrained in period 2 + + +for time = 1 : S + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + +end + + +% Next Study Impact of 500$ cash transfer + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = Vsim; + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +time = 2; + + +Transfer = 0.0388; + +RHS = (1 + interest(Asim(:, :, time), p)).*Asim(:, :, time) + Transfer; + +data = [RHS(:)./(1 + p.rh), RHS(:)./(1 + p.rl)]; + +Acsim(:, :, time) = reshape(bisect('findtransfer', min(data, [], 2) - 0.1, max(data, [], 2) + 0.1, RHS(:), p), 2*N, T); + + +%Ocsim(:, :, time) = Osim(:, :, time); +%Thcsim(:, :, time) = Thsim(:, :, time); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + % Renters + + rent = Hcsim(:, initage, time) == 0; + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); + + +for time = 1 : S + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*Hcsim(:, :, time))); + +end + + +MPCt = (Cct - Ct)/mean(vec(Transfer)); + + +% Ask: how many homeowners (in period time = 2) benefit, so Vcsim(:, :, time) > Vsim(:, :, time) and what do + +% 1. Fraction of homeowners who benefit + +% 2. Distribution of welfare gains + +Vnew = reshape(Vcsim(:, :, 2), 2*N*T, 1); +Vold = reshape(Vsim(:, :, 2), 2*N*T, 1); +UCold = reshape(Csim(:, :, 2).^(- p.sigma), 2*N*T, 1); + +PTI = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + + +gains = max(min((Vnew(:) - Vold(:))./Transfer(:)./UCold(:), 1), 0); % small fraction due to interpolation error + + +MPC = (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma) - (Csim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Csim(:, :, 2).^(-p.sigma/p.gamma)))/Transfer; + +owners = Hsim(:, :, 2) > 0; + +fprintf('MPC, mean = %9.2f %9.2f %9.2f \n', [mean(MPC(:)), mean(MPC(owners)), mean(MPC(~owners)) ]); +fprintf('MPC, 10th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 10), prctile(MPC(owners), 10), prctile(MPC(~owners), 10)]); +fprintf('MPC, 25th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 25), prctile(MPC(owners), 25), prctile(MPC(~owners), 25)]); +fprintf('MPC, 50th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 50), prctile(MPC(owners), 50), prctile(MPC(~owners), 50)]); +fprintf('MPC, 75th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 75), prctile(MPC(owners), 75), prctile(MPC(~owners), 75)]); +fprintf('MPC, 90th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 90), prctile(MPC(owners), 90), prctile(MPC(~owners), 90)]); + + + +% plot MPC as a function of various characteristics for homeowners + +% 1. Loan to Value + +ltv = Thsim(:, :, 2).*Osim(:,:,2); +lasst = Asim(:, :, 2)./(Asim(:,:,2) + (1 - Thsim(:, :, 2).*Osim(:, :, 2)).*Hsim(:,:,2)); % liquid assets to wealth +logy = log(Ysim(:, :, 2)); % log income +pti = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + +ind = Hsim(:, :, 2) > 0; + + +ltv = ltv(ind); +lasst = lasst(ind); +logy = logy(ind); +pti = pti(ind); +mpc = MPC(ind); + +prefi = squeeze(Pallsim(:, 4, :, time)); +prefi = prefi(ind); + +xx = [ltv, pti, lasst, logy]; +yy = mpc; + +figure(5) +subplot(2, 2, 1) + +[xxmed, yymed] = binned_plot(xx(:,1), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, 0, 0.85); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); + +hold on; + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('loan-to-value ratio','Interpreter','latex'); +ylabel('MPC','Interpreter','latex'); +title('A. LTV','Interpreter','latex'); +box on + + +subplot(2, 2, 2) + +[xxmed, yymed] = binned_plot(xx(:,2), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, 0, 0.3); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('payment to income ratio','Interpreter','latex'); +title('B. PTI','Interpreter','latex'); +box on + + + +subplot(2, 2, 3) + +[xxmed, yymed] = binned_plot(xx(:,3), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, xxmed(1), xxmed(end)); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('liquid assets to wealth','Interpreter','latex'); +ylabel('MPC','Interpreter','latex'); +title('C. Liquid Assets to Wealth','Interpreter','latex'); +box on + + +subplot(2, 2, 4) + +[xxmed, yymed] = binned_plot(xx(:,4), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, xxmed(1), xxmed(end)); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('log income','Interpreter','latex'); +title('D. Income','Interpreter','latex'); +box on diff --git a/42/replication_package/model_replication/Main nu 3 House Price growth/solve_golden.m b/42/replication_package/model_replication/Main nu 3 House Price growth/solve_golden.m new file mode 100644 index 0000000000000000000000000000000000000000..0fa9a2fd6a76c39a4f9386c0f37fbb122bc9b5a0 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 House Price growth/solve_golden.m @@ -0,0 +1,41 @@ +function [x, v] = solve_golden(f, a, b, varargin) + +tol = 1e-6; + +alpha1 = (3-sqrt(5))/2; +alpha2 = (sqrt(5)-1)/2; + +d = b - a; + +x1 = a + alpha1*d; +x2 = a + alpha2*d; + +f1 = feval(f, x1, varargin{:}); +f2 = feval(f, x2, varargin{:}); + +d = alpha1*alpha2*d; + +x1new = x1; +x2new = x2; +f1new = f1; +f2new = f2; + +while any((d)>tol) + + f1 = f1new; + f2 = f2new; + x1 = x1new; + x2 = x2new; + + d = d*alpha2; + x2new = x1.*(f2=f1); + f2new = f1.*(f2=f1); + + x1new = (x1-d).*(f2=f1); + f1new = feval(f, x1 - d, varargin{:}).*(f2=f1); + +end + +x = x2new.*(f2new>=f1new) + x1new.*(f2new= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase New Home with Mortgage + + + % create a grid of possible houses and initial LTVs + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Yt; + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2))*(1 + p.g) - p.F0m./Pt./p.hgrid(ht(i, 1)))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*Pt.*p.hgrid(ht(i, 1)); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; % omega is 1, so p.no + + good = (ttilde <= min(p.thetam, pti*Yt/p.mbar/Pt/p.hgrid(ht(i, 1)))) & (Ltemp(:,i) > p.lgrid(1)); + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + + end + end + + % Compute pall and v + + [vn, in] = max(vall(:, 1 : 2), [], 2); + vb = vall(:,3); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); % avoid NaN + + pall = zeros(ns, 3); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 3) = pb; + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + + +else + + Lall = zeros(ns, 5); + omegaall = zeros(ns, 5); + thetaall = zeros(ns, 5); + hall = zeros(ns, 5); + vall = zeros(ns, 5); + + for branch = 1 : 1 : 5 + + if branch == 1 % Switch to Renting + + Lall(:, branch) = At + Yt + (1 - p.Fs)*Pt*s(:,4) - (1 + p.rm)*s(:,2).*s(:,3).*Pt.*s(:,4); % liquidity after housing choice + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = 0; + + vall(:, branch) = Wrinterp(Lall(:, branch), znow); + + + elseif branch == 2 % Purchase home without mortgage + + vtemp = zeros(ns, p.nh) - 1e12; + + Ltemp = zeros(ns, p.nh); + + Cash = At + Yt + (1 - p.Fs)*Pt.*s(:,4) - (1 + p.rm)*s(:,2).*s(:,3).*Pt.*s(:,4); + + for i = 1 : p.nh + + Ltemp(:,i) = Cash - Pt*p.hgrid(i); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (i - 1)*p.no*p.nt + (1 - 1) *p.no + 1; + + good = Ltemp(:, i) >= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase home with mortgage + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Yt + (1 - p.Fs)*Pt*s(:, 4) - (1 + p.rm)*s(:, 2).*s(:, 3).*Pt.*s(:, 4); + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2))*(1 + p.g) - p.F0m./Pt./p.hgrid(ht(i, 1)))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*Pt.*p.hgrid(ht(i, 1)); + + good = (ttilde <= min(p.thetam, pti*Yt/p.mbar/Pt/p.hgrid(ht(i, 1)))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + elseif branch == 4 % Refinance mortgage + + + vtemp = zeros(ns, p.nt) - 1e12; + Ltemp = zeros(ns, p.nt); + + Cash = At + Yt - (1 + p.rm)*s(:, 2).*s(:, 3).*Pt.*s(:, 4); + + for i = 1 : p.nt + + ttilde = (p.tgrid(i)*(1 + p.g) - p.F0m./Pt./s(:,4))/(1 + p.F1m); + + Ltemp(:, i) = Cash + ttilde.*Pt.*s(:, 4); + + good = (ttilde <= min(p.thetam, pti*Yt./p.mbar./Pt./s(:,4))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (i - 1)*p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(htemp); + hall(:, branch) = s(:, 4); + + elseif branch == 5 % Stay inactive + + vtemp = zeros(ns, p.no + 1) - 1e12; + Ltemp = zeros(ns, p.no + 1); + + % Pay more than required + + Cash = At + Yt - (1 + p.rm)*s(:,2).*s(:,3).*Pt.*s(:,4); + + for i = 1 : p.no + + Ltemp(:, i) = Cash + p.ogrid(i).*s(:,3).*Pt.*s(:,4); + + good = (p.ogrid(i) < max((1 + p.rm)*s(:,2) - p.mbar, 0)) & (Ltemp(:, i) >= p.lgrid(1)); + + + % interpolate thetabar' + + if any(good) + + thetabarprime = p.tgrid(tnow)/(1 + p.g); + tind = lookup1(p.tgrid, thetabarprime, 3); + + w = (p.tgrid(tind + 1) - thetabarprime)./(p.tgrid(tind + 1) - p.tgrid(tind)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tind - 1)*p.no + i; + + vtemp(good, i) = w(good).*Whinterp(Ltemp(good, i), ind2(good)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tind + 1 - 1)*p.no + i; + + vtemp(good, i) = vtemp(good, i) + (1 - w(good)).*Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + + % Pay minimum required + + otemp = max((1 + p.rm)*s(:,2) - p.mbar, 0); + + Ltemp(:, p.no + 1) = At + Yt - (1 + p.rm)*s(:,2).*s(:,3).*Pt.*s(:,4) + otemp.*s(:,3).*Pt.*s(:,4); + + good = (Ltemp(:, p.no + 1) >= p.lgrid(1)); + + + if any(good) + + % Interpolate in both dimensions: omega and thetabar + + otempind = lookup1(p.ogrid, otemp, 3); + + w = (p.ogrid(otempind + 1) - otemp)./(p.ogrid(otempind + 1) - p.ogrid(otempind)); + + thetabarprime = p.tgrid(tnow)/(1 + p.g); + tind = lookup1(p.tgrid, thetabarprime, 3); + + w2 = (p.tgrid(tind + 1) - thetabarprime)./(p.tgrid(tind + 1) - p.tgrid(tind)); + + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tind - 1)*p.no + otempind; + + vtemp(good, p.no + 1) = w(good).*w2(good).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tind - 1)*p.no + otempind + 1; + + vtemp(good, p.no + 1) = vtemp(good, p.no + 1) + (1 - w(good)).*w2(good).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tind + 1 - 1)*p.no + otempind; + + vtemp(good, p.no + 1) = vtemp(good, p.no + 1) + w(good).*(1 - w2(good)).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tind + 1 - 1)*p.no + otempind + 1; + + vtemp(good, p.no + 1) = vtemp(good, p.no + 1) + (1 - w(good)).*(1 - w2(good)).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + + end + + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.no + 1], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(htemp <= p.no, branch) = p.ogrid(htemp(htemp <= p.no)); + omegaall(htemp > p.no, branch) = otemp(htemp > p.no); + + thetaall(:, branch) = p.tgrid(tnow)/(1 + p.g); + hall(:, branch) = s(:,4); + + + end + end + + + % Compute pall and v + + [vn, in] = max(vall(:, [1, 2, 5]), [], 2); + [vb, ib] = max(vall(:, [3, 4]), [], 2); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); + + pall = zeros(ns, 5); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 5) = (1 - pb).*(in == 3); + pall(:, 3) = pb.*(ib == 1); + pall(:, 4) = pb.*(ib == 2); + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + +end + + + + + \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 House Price growth/solveh_new.m b/42/replication_package/model_replication/Main nu 3 House Price growth/solveh_new.m new file mode 100644 index 0000000000000000000000000000000000000000..f621bf5384d336be1a89338da46dfbcf946af9dc --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 House Price growth/solveh_new.m @@ -0,0 +1,358 @@ +function [Lall, omegaall, thetaall, hall, v, pall, vall] = solveh_new(s, Whinterp, Wrinterp, p, pti, type, At, Y, znow, hnow, tnow, rnow) + + ns = size(s, 1); + + + if strcmp(type, 'r') + + Lall = zeros(ns, 3); + omegaall = zeros(ns, 3); + thetaall = zeros(ns, 3); + hall = zeros(ns, 3); + vall = zeros(ns, 3); + + + for branch = 1 : 1 : 3 + + if branch == 1 % Remain Renter + + + Lall(:, branch) = At + Y; + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = 0; + + vall(:, branch) = Wrinterp(Lall(:, branch), znow); + + + elseif branch == 2 % Purchase New Home Without Mortgage + + + vtemp = zeros(ns, p.nh) - 1e12; + + Ltemp = zeros(ns, p.nh); + + Cash = At + Y; + + for i = 1 : p.nh + + Ltemp(:,i) = Cash - p.Pgrid(p.nr)*p.hgrid(i); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (i - 1)*p.no*p.nt + (1 - 1) *p.no + 1; + + good = Ltemp(:, i) >= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase New Home with Mortgage + + + % create a grid of possible houses and initial LTVs + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y; + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.Pgrid(p.nr).*p.hgrid(ht(i, 1)); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + good = (ttilde <= min(p.thetam, pti*Y/p.mbargrid(p.nr)/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))) & (Ltemp(:,i) > p.lgrid(1)); + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + + end + end + + + % Compute pall and v + + [vn, in] = max(vall(:, 1 : 2), [], 2); + vb = vall(:,3); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); % avoid NaN + + pall = zeros(ns, 3); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 3) = pb; + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + + +else + + Lall = zeros(ns, 5); + omegaall = zeros(ns, 5); + thetaall = zeros(ns, 5); + hall = zeros(ns, 5); + vall = zeros(ns, 5); + + for branch = 1 : 1 : 5 + + if branch == 1 % Switch to Renting + + Lall(:, branch) = At + Y + (1 - p.Fs)*p.Pgrid(p.nr)*s(:,4) - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); % liquidity after housing choice + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = 0; + + vall(:, branch) = Wrinterp(Lall(:, branch), znow); + + + elseif branch == 2 % Purchase home without mortgage + + vtemp = zeros(ns, p.nh) - 1e12; + + Ltemp = zeros(ns, p.nh); + + Cash = At + Y + (1 - p.Fs)*p.Pgrid(p.nr)*s(:,4) - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nh + + Ltemp(:,i) = Cash - p.Pgrid(p.nr)*p.hgrid(i); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (i - 1)*p.no*p.nt + (1 - 1) *p.no + 1; + + good = Ltemp(:, i) >= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase home with mortgage + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y + (1 - p.Fs)*p.Pgrid(p.nr)*s(:,4) - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.Pgrid(p.nr)*p.hgrid(ht(i, 1)); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbargrid(p.nr)/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + + elseif branch == 4 % Refinance mortgage + + + vtemp = zeros(ns, p.nt) - 1e12; + Ltemp = zeros(ns, p.nt); + + Cash = At + Y - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nt + + ttilde = (p.tgrid(i) - p.F0m./(p.Pgrid(p.nr)*s(:,4)))/(1 + p.F1m); + + Ltemp(:, i) = Cash + ttilde.*p.Pgrid(p.nr).*s(:, 4); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbargrid(p.nr)./(p.Pgrid(p.nr)*s(:,4)))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (i - 1)*p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(htemp); + hall(:, branch) = s(:, 4); + + + elseif branch == 5 % Stay inactive + + vtemp = zeros(ns, p.no + 1) - 1e12; + Ltemp = zeros(ns, p.no + 1); + + % Pay more than required + + Cash = At + Y - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.no + + Ltemp(:, i) = Cash + p.ogrid(i).*p.Pgrid(s(:,5)).*s(:,3).*s(:,4); + + good = (p.ogrid(i) < max((1 + p.rmgrid(s(:,5))).*s(:,2) - p.mbargrid(s(:,5)), 0)) & (Ltemp(:, i) >= p.lgrid(1)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (rnow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + i; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + % Pay minimum required + + otemp = max((1 + p.rmgrid(s(:,5))).*s(:,2) - p.mbargrid(s(:,5)), 0); + + Ltemp(:, p.no + 1) = At + Y - (1 + p.rmgrid(s(:,5))).*s(:,2).*s(:,3).*s(:,4).*p.Pgrid(s(:,5)) + otemp.*s(:,3).*s(:,4).*p.Pgrid(s(:,5)); + + good = (Ltemp(:, p.no + 1) >= p.lgrid(1)); + + + if any(good) + + % Interpolate + + otempind = lookup1(p.ogrid, otemp, 3); + + w = (p.ogrid(otempind + 1) - otemp)./(p.ogrid(otempind + 1) - p.ogrid(otempind)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (rnow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind; + + + vtemp(good, p.no + 1) = w(good).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (rnow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind + 1; + + vtemp(good, p.no + 1) = vtemp(good, p.no + 1) + (1 - w(good)).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + + end + + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.no + 1], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(htemp <= p.no, branch) = p.ogrid(htemp(htemp <= p.no)); + omegaall(htemp > p.no, branch) = otemp(htemp > p.no); + + thetaall(:, branch) = p.tgrid(tnow); + hall(:, branch) = s(:,4); + + + end + end + + % Compute pall and v + + [vn, in] = max(vall(:, [1, 2, 5]), [], 2); + [vb, ib] = max(vall(:, [3, 4]), [], 2); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); + + pall = zeros(ns, 5); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 5) = (1 - pb).*(in == 3); + pall(:, 3) = pb.*(ib == 1); + pall(:, 4) = pb.*(ib == 2); + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + + +end + + + + + \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 House Price growth/start.m b/42/replication_package/model_replication/Main nu 3 House Price growth/start.m new file mode 100644 index 0000000000000000000000000000000000000000..576313797e02ac995035a81e8b588e2d3b4201be --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 House Price growth/start.m @@ -0,0 +1,255 @@ +clear; +clc; + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',22); + +intmeth = 'linear'; +printr = 1; + +optset('bisect', 'tol', 1e-32); + +% Calibrated Parameters + +p.beta = 0.986435; +p.alpha = 0.289591; +p.R = 0.009389; +p.phi = 1.099649; % productivity non-market +p.F0m = 0.209125; % fixed cost of refinancing +p.B = 9.835208; % bequest motive +p.r1 = 0.457784; +p.r2 = 8.735971; +p.rh = (1 + 0.015533)^(1/4) - 1; % upper bound on liquid rate + +p.g = 0.012/4; % 1.2% from Denis email, version b) + +%0.017466 + +% Assigned Parameters + +p.nu = 3; % parameter in exponential distribution + +p.pidelta = [0.975; 0.025]; % probability of expenditure shocks +p.delta = [0; 0.0625]; % expenditure shock, fraction of home (quarterly so divide by 4) + +p.rl = (1 - 0.028)^(1/4) - 1; % lower bound on liquid rate + +p.T = 61*4; % last period of life +p.D = 30*4; % maturity of mortgages + +p.sigma = 2; % CRRA +p.gamma = 1; % Frisch elasticity of non-market production + +p.rm = (1 + 0.025)^(1/4) - 1; % mortgage interest rate + +p.Fs = 0.06; % fixed cost of selling home +p.F1m = 0.005; % proportional cost of refinancing + +p.wbar = 1; % parameter governing luxuriousness of bequests + +p.thetam = 0.85; % maximum LTV +p.thetay = 0.214; % maximum PTI + +rhoz = 0.9908; +sz = 0.0761; +se = (1 - 0.55)^(1/2)*0.4869; % Krueger Perri (2011) show 55% of the variance of trans compon is measurement error so subtract + +time = (1 : 1 : p.T)'; +p.lambdat = exp(0.07982636 - 0.02322307 * (time/4 + 25) + 0.00105409 * (time/4 + 25).^2 - 0.00001028 * (time/4 + 25).^3); + +p.thetay = p.thetay*(1 - 0.3126./(1 + exp(18.629 - 0.3049*(time/4 + 25)))); + +p.mbar = p.rm/(1 - (1 + p.rm)^(-p.D)); % minimum payment required per 1 of initial debt + +p.Pt = [(1 + p.g).^(time - 1); (1 + p.g)^p.T]; % add one more to compute value of bequests +p.Rt = p.R*p.Pt; + +% Quality of Approximation + +p.na = 75; % number of nodes for liquid assets +p.nat = 75; % number of nodes for atilde = (1 + rl)*a - delta*h +p.nl = 75; % number of nodes for liquidity +p.no = 11; % number of nodes for omega (fraction of loan outstanding) +p.nt = 9; % number of possible initial LTV +p.nh = 7; % number of nodes for housing +p.nz = 9; % points for exogenous income z +p.ne = 3; + + +% Discretize Income Process + +[zgrid, Fzz] = rouwenhorst(rhoz, sz, p.nz); +zgrid = exp(zgrid'); +p.zgrid = zgrid; + +[Fz, d] = eigs(Fzz', 1, 'largestabs'); +Fz = Fz/sum(Fz); +Fz = full(Fz); % ergodic distribution of z + +[egrid, we] = qnwnorm(p.ne, 0, se^2); +egrid = exp(egrid); +p.egrid = egrid; + + +% Discretize other state variables + +amin = -0.4; +amax = 100; +p.agrid = amin + (amax - amin)*nodeunif(p.na, 0, 1).^2; + +omin = 0; +omax = 1; +p.ogrid = omin + (omax - omin)*nodeunif(p.no, 0, 1); + +tmin = 0; +tmax = p.thetam; % allow to cover fixed cost +p.tgrid = tmin + (tmax - tmin)*nodeunif(p.nt, 0, 1); + + +hmin = 5; % minimum house size +hmax = 40; % maximum house size +p.hgrid = hmin + (hmax - hmin)*nodeunif(p.nh, 0, 1).^1.5; + +ymin = min(p.lambdat)*zgrid(1)*egrid(1); +ymax = max(p.lambdat)*zgrid(end)*egrid(end); + +lmin = -1; % keep it reasonably negative so they know that's a bad state to find yourself in +lmax = 125; +p.lgrid = lmin + (lmax - lmin)*nodeunif(p.nl, 0, 1).^1.5; + +atmin = -p.delta(2)*hmax + (1 + p.rl)*amin; +atmax = (1 + p.rh)*amax; +p.atgrid = atmin + (atmax - atmin)*nodeunif(p.nat, 0, 1).^1.5; + + + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.atgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.atgrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for W functions +swr = gridmake(p.lgrid, p.zgrid); + +svht = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for computing intermediate value function (creier prajit) +svrt = gridmake(p.agrid, p.zgrid, p.egrid); + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + +ind3h = kron((1:1:p.no*p.nt*p.nh*p.nz*p.ne)', ones(p.na, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind3r = kron((1:1: p.nz*p.ne)', ones(p.na, 1)); + + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.nat*p.no*p.nt*p.nh*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.nat*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + + + +% Terminal value of bequests + +rlh = interest(svbarh(:,1), p); +rlr = interest(svbarr(:,1), p); + +vbarh(:, p.T + 1) = p.pidelta(1)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(1)).*p.Pt(p.T+1).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma) + ... + p.pidelta(2)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(2)).*p.Pt(p.T+1).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); + +vbarr(:, p.T + 1) = p.B*(p.wbar + (1 + rlr).*svbarr(:,1)).^(1 - p.sigma)/(1 - p.sigma); + + +for t = p.T : -1 : 1 + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + % first, find bounds on c + + cmaxh = bisect('savings', 1e-13, 1e5, p.lgrid, p, p.Rt(t), 'h', amin); % c that implies a' = amin + cmaxr = bisect('savings', 1e-13, 1e5, p.lgrid, p, p.Rt(t), 'r', amin); + + cminh = bisect('savings', 1e-13, 1e5, p.lgrid, p, p.Rt(t), 'h', amax); % c that implies a' = amax + cminr = bisect('savings', 1e-13, 1e5, p.lgrid, p, p.Rt(t), 'r', amax); + + cmaxh = repmat(cmaxh, p.no*p.nt*p.nh*p.nz, 1); + cmaxr = repmat(cmaxr, p.nz, 1); + + cminh = repmat(cminh, p.no*p.nt*p.nh*p.nz, 1); + cminr = repmat(cminr, p.nz, 1); + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, p.Rt(t), 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, p.Rt(t), 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, p.Rt(t), 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, p.Rt(t), 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + At = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + [~, ~, ~, ~, vr(:,t)] = solveh(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', At, Y, p.Pt(t), p.Rt(t), znow); + + + % Solve discrete choice problem of housing + + At = svh(:,1); + Y = p.lambdat(t)*svh(:,5).*svh(:,6); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat*p.no*p.nt*p.nh, 1)), p.ne, 1); % index of z in (a, omega, theta, h, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.nat*p.no*p.nt, 1)), p.nz*p.ne, 1); % index of h in (a, omega, theta, h, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.nat*p.no, 1)), p.nh*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, z, e) space for owners + + + [~, ~, ~, ~, vh(:,t)] = solveh(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', At, Y, p.Pt(t), p.Rt(t), znow, hnow, tnow); + + % We need to interpolate to calculate the expected value before the delta shocks are realized, but after the z,e shocks are realized + + Vhinterp = griddedInterpolant({p.atgrid, (1: 1:p.no*p.nt*p.nh*p.nz*p.ne)'}, reshape(vh(:, t), p.nat, p.no*p.nt*p.nh*p.nz*p.ne), intmeth, 'linear'); + Vrinterp = griddedInterpolant({p.atgrid, (1: 1: p.nz*p.ne)'}, reshape(vr(:, t), p.nat, p.nz*p.ne), intmeth, 'linear'); + + + % Compute expected value and update vbar + + % 1. Step 1: integrate delta shocks by interpolating value of home and rent (which are functions of atilde) + + vhtemp = p.pidelta(1)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(1)*svht(:, 4), ind3h) + p.pidelta(2)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(2)*svht(:, 4), ind3h); + + vrtemp = Vrinterp((1 + interest(svrt(:,1), p)).*svrt(:,1), ind3r); + + % 2. Step 2: integrate income shocks + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh, Fzz}, vhtemp((i - 1)*p.na*p.no*p.nt*p.nh*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nz)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vrtemp((i - 1)*p.na*p.nz + 1 : i*p.na*p.nz)); + + end + +end + + +simulate + +simulate_liquidity \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 House Price growth/start_calibration.m b/42/replication_package/model_replication/Main nu 3 House Price growth/start_calibration.m new file mode 100644 index 0000000000000000000000000000000000000000..e51a8c74328fef73ed8e7d47cc57ea17b8ccd4b5 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 House Price growth/start_calibration.m @@ -0,0 +1,70 @@ +clear; +clc; + +format short g + +p.beta = 0.986281; +p.alpha = 0.323485; +p.R = 0.009455; +p.phi = 1.031685; % productivity non-market +p.F0m = 0.244113; % fixed cost of refinancing +p.B = 9.151025; % bequest motive +p.r1 = 0.407447; +p.r2 = 8.001386; +p.rh = (1 + 0.014735)^(1/4) - 1; % upper bound on liquid rate + +x = [p.beta; p.alpha; p.R; p.phi; p.F0m; p.B; p.r1; p.r2; (1 + p.rh)^4 - 1]; + +lb = [0.985; 0.28; 0.008; 0.90; 0.20; 8.0; 0.30; 6; 0.011 ]; +ub = [0.987; 0.36; 0.011; 1.10; 0.30; 10.0; 0.50; 10; 0.018 ]; + +ftarget = @(x) objective(x); + +% ftarget(x) +% return + +switch 'fminsearch' + + case 'fminsearch' + + disp('fminsearch') + + options = optimset('fminsearch'); + options.Display = 'iter'; + options.TolX = 1e-4; + options.MaxFunEvals = 250; + + x = fminsearchbnd(ftarget, x, lb, ub, options); + + + case 'ga' + + parpool + + disp('ga') + gaoptions = gaoptimset('Display', 'off','UseParallel', 'always', 'InitialPopulation', x'); + x = ga(@(x)ftarget(x), size(x, 1), [], [], [], [], lb, ub, [], gaoptions); + + + case 'particleswarm' + + disp('particleswarm') + + options = optimoptions('particleswarm', 'Display', 'off', 'MaxTime', 10000, 'UseParallel', true, 'InitialSwarm', x', 'SwarmSize', 200); + + x = particleswarm(ftarget, numel(x), lb', ub', options); %this function complains if I give it a structure as input + + + case 'patternsearch' + disp('patternsearch') + + options = optimoptions('patternsearch','Display','off', 'UseParallel', true); + + parpool + + x = patternsearch(ftarget, x, [], [], [], [], lb, ub, [], options); + +end + +x = x(:); + diff --git a/42/replication_package/model_replication/Main nu 3 House Price growth/start_new.m b/42/replication_package/model_replication/Main nu 3 House Price growth/start_new.m new file mode 100644 index 0000000000000000000000000000000000000000..4f96145ed4fbc59346b585c6764602e9d0865988 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 House Price growth/start_new.m @@ -0,0 +1,135 @@ + + +p.rm = []; +p.mbar = []; + +p.rmgrid = [p.rm0; p.rm1]; +p.Pgrid = [p.P0; p.P1]; +p.mbargrid = [p.mbar0; p.mbar1]; + +p.nr = 2; % number of possible mortgage contracts + + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.atgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.atgrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid); % grid for W functions: made r state variable an index (1, 2), or else doesn't respect monotonicity +swr = gridmake(p.lgrid, p.zgrid); + +svht = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svrt = gridmake(p.agrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nr*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + +ind3h = kron((1:1:p.no*p.nt*p.nh*p.nr*p.nz*p.ne)', ones(p.na, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind3r = kron((1:1: p.nz*p.ne)', ones(p.na, 1)); + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nr*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.nat*p.no*p.nt*p.nh*p.nr*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.nat*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nr*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nr*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + +cmaxh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amin); % c that implies a' = amin +cmaxr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amin); + +cminh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amax); % c that implies a' = amax +cminr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amax); + +cmaxh = repmat(cmaxh, p.no*p.nt*p.nh*p.nr*p.nz, 1); +cmaxr = repmat(cmaxr, p.nz, 1); + +cminh = repmat(cminh, p.no*p.nt*p.nh*p.nr*p.nz, 1); +cminr = repmat(cminr, p.nz, 1); + + +% Terminal value of bequests + +rlh = interest(svbarh(:,1), p); +rlr = interest(svbarr(:,1), p); + +beqh = (1 + rlh).*svbarh(:,1) + (1 - p.Fs).*p.Pgrid(p.nr)*svbarh(:,4) - svbarh(:,2).*svbarh(:,3).*(1 + p.rmgrid(svbarh(:,5))).*p.Pgrid(svbarh(:,5)).*svbarh(:,4); +beqr = (1 + rlr).*svbarr(:,1); + +vbarh(:, p.T + 1) = p.pidelta(1)*p.B*(p.wbar + beqh - p.delta(1).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma) + ... + p.pidelta(2)*p.B*(p.wbar + beqh - p.delta(2).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); + +vbarr(:, p.T + 1) = p.B*(p.wbar + beqr).^(1 - p.sigma)/(1 - p.sigma); + +for t = p.T : -1 : 1 + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + At = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + [~, ~, ~, ~, vr(:,t)] = solveh_new(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', At, Y, znow); + + + % Solve discrete choice problem of homeowners + + At = svh(:,1); + Y = p.lambdat(t)*svh(:,6).*svh(:,7); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat*p.no*p.nt*p.nh*p.nr, 1)), p.ne, 1); % index of z in (a, omega, theta, h, r, z, e) space for owners + rnow = repmat(kron((1: 1 : p.nr)', ones(p.nat*p.no*p.nt*p.nh, 1)), p.nz*p.ne, 1); % index of r in (a, omega, theta, h, r, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.nat*p.no*p.nt, 1)), p.nr*p.nz*p.ne, 1); % index of h in (a, omega, theta, h, r, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.nat*p.no, 1)), p.nh*p.nr*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, r, z, e) space for owners + + + [~, ~, ~, ~, vh(:,t)] = solveh_new(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', At, Y, znow, hnow, tnow, rnow); + + % We need to interpolate to calculate the expected value before the delta shocks are realized, but after the z,e shocks are realized + + Vhinterp = griddedInterpolant({p.atgrid, (1: 1:p.no*p.nt*p.nh*p.nr*p.nz*p.ne)'}, reshape(vh(:, t), p.nat, p.no*p.nt*p.nh*p.nr*p.nz*p.ne), intmeth, 'linear'); + Vrinterp = griddedInterpolant({p.atgrid, (1: 1: p.nz*p.ne)'}, reshape(vr(:, t), p.nat, p.nz*p.ne), intmeth, 'linear'); + + + % Compute expected value and update vbar + + % 1. Step 1: integrate delta shocks by interpolate value of home and rent (which are functions of atilde) + + vhtemp = p.pidelta(1)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(1)*svht(:, 4), ind3h) + p.pidelta(2)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(2)*svht(:, 4), ind3h); + + vrtemp = Vrinterp((1 + interest(svrt(:,1), p)).*svrt(:,1), ind3r); + + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh*p.nr, Fzz}, vhtemp((i - 1)*p.na*p.no*p.nt*p.nh*p.nr*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nr*p.nz)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vrtemp((i - 1)*p.na*p.nz + 1 : i*p.na*p.nz)); + + end + +end + + + diff --git a/42/replication_package/model_replication/Main nu 3 House Price growth/temp.m b/42/replication_package/model_replication/Main nu 3 House Price growth/temp.m new file mode 100644 index 0000000000000000000000000000000000000000..564683f548f6a23ab30b3e99e4827274b53b1627 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 House Price growth/temp.m @@ -0,0 +1,136 @@ + +% plot value of liquidity as a function of various characteristics + +% 1. Loan to Value + +LTV = Thsim(:, :, 2).*Osim(:,:,2); + +ltv = LTV(ind); + +good = ltv == 0; + +bins = [0; prctile(ltv(ltv > 0), (20:20:100)')]; + +xx = zeros(numel(bins), 1); +yy = xx; + +xx(1) = median(ltv(good)); +yy(1) = mean(max(0, gains(good))); + + +for i = 1 : numel(bins) - 1 + + good = ltv > bins(i) & ltv <= bins(i + 1); + + xx(i+1) = median(ltv(good)); + yy(i+1) = mean(max(0, gains(good))); + +end + +lasst = Asim(:, :, 2)./(Asim(:,:,2) + (1 - Thsim(:, :, 2).*Osim(:, :, 2)).*Hsim(:,:,2)); % liquid assets to wealth +logy = log(Ysim(:, :, 2)); % log income + +pti = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2); +lasst = lasst(ind); +logy = logy(ind); + +% Can we run some regressions? + +yy = min(1, max(0, gains)); +xx = [ltv, lasst, logy]; + +% randomly permute + +shuff = randperm(numel(yy)); + +yy = yy(shuff); +xx = xx(shuff, :); + +yy = yy(1 : 250000); +xx = xx(1 : 250000, :); + +nnet.type = 0; % output layer: 0 if f(x) in -inf, +inf, 1 if f(x) in 0, 1 +nnet.lambda = 0.1; % regularization parameter +nnet.lsize = [size(xx, 2), 25, 1]; % inner matrix: number of neurons in each hidden layer +nnet.afunc = {'tanhh'}; % activation functions in each inner layer + +tic +theta = fitreg([], xx, yy, nnet, 'knitro'); +toc +yyhat = predict(theta, xx, nnet); + +Rsq = 1 - mean((yy - yyhat).^2)/mean((yy - mean(yy)).^2); + + +% Compare to Matlab + +net = fitnet([25], 'trainlm'); + +net.trainParam.epochs = 200; + +net.layers{1}.transferFcn = 'tansig'; % for alternative functions + +net.divideParam.trainRatio = 0.70; +net.divideParam.valRatio = 0.15; +net.divideParam.testRatio = 0.15; + +net.inputs{1}.processFcns = {}; % don't normalize +net.outputs{2}.processFcns = {}; % don't normalize + +%net = configure(net, xx', yy'); +%net = setwb(net, theta); + +tic +net = train(net, xx', yy', 'useParallel','yes','showResources','yes'); +toc + +yyhat2 = net(xx')'; + +theta2 = getwb(net); + +Rsq2 = 1 - mean((yy - yyhat2).^2)/mean((yy - mean(yy)).^2); + +fprintf('\n %6.4f %6.4f \n', [Rsq Rsq2]); + +% plot + +xnode = gridmake(nodeunif(100, 0, p.thetam), median(xx(:,2)), median(xx(:,3))); +ynode = predict(theta, xnode, nnet); +ynode2 = net(xnode')'; + +figure(5) +subplot(2,2,1) + +plot(xnode(:,1), [ynode, ynode2]); + +[xxmed, yymed] = binned_plot(xx(:,1), yy, 10); + +hold on +scatter(xxmed, yymed, 150, 'filled') + +subplot(2,2,2) + +xnode = gridmake(median(xx(:,1)), nodeunif(100, prctile(xx(:,2), 1), prctile(xx(:,2), 99)), median(xx(:,3))); +ynode = predict(theta, xnode, nnet); +ynode2 = net(xnode')'; + +plot(xnode(:,2), [ynode, ynode2]); + +[xxmed, yymed] = binned_plot(xx(:,2), yy, 10); + +hold on +scatter(xxmed, yymed, 150, 'filled') + + +subplot(2,2,3) + +xnode = gridmake(median(xx(:,1)), median(xx(:,2)), nodeunif(100, prctile(xx(:,3), 1), prctile(xx(:,3), 99))); +ynode = predict(theta, xnode, nnet); +ynode2 = net(xnode')'; + +plot(xnode(:,3), [ynode, ynode2]); + +[xxmed, yymed] = binned_plot(xx(:,3), yy, 10); + +hold on +scatter(xxmed, yymed, 150, 'filled') \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 House Price growth/understand.m b/42/replication_package/model_replication/Main nu 3 House Price growth/understand.m new file mode 100644 index 0000000000000000000000000000000000000000..c6b010e9ef406c76079ac5acb180ed9e7e151c3b --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 House Price growth/understand.m @@ -0,0 +1,104 @@ +clc +%{ +ind = 558; +initage = 150; + +dVc = (squeeze(Vallcsim(ind, 4, initage, 1 : S) - Vallcsim(ind, 5, initage, 1 : S)))./squeeze(Ccsim(ind, initage, 1 : S).^(-p.sigma)); +dV = squeeze( Vallsim(ind, 4, initage, 1 : S) - Vallsim(ind, 5, initage, 1 : S))./squeeze(Csim(ind, initage, 1 : S).^(-p.sigma)); + +Pc = squeeze(Pallcsim(ind, 4, initage, 1 : S)); +P = squeeze( Pallsim(ind, 4, initage, 1 : S)); + +Ac = squeeze(Acsim(ind, initage, 1 : S)); +A = squeeze( Asim(ind, initage, 1 : S)); + +LTVc = squeeze(Thcsim(ind, initage, 1 : S).*Ocsim(ind, initage, 1 : S)); +LTV = squeeze( Thsim(ind, initage, 1 : S).* Osim(ind, initage, 1 : S)); + +Y = squeeze( Ysim(ind, initage, 1 : S)); + +Hc = squeeze( Hcsim(ind, initage, 1 : S)); +H = squeeze( Hsim(ind, initage, 1 : S)); + +Cc = squeeze( Ccsim(ind, initage, 1 : S)); +C = squeeze( Csim(ind, initage, 1 : S)); + + + +Sav = p.thetam.*H(2).*(p.mbar0 - p.mbar1); + +fprintf('\n') +fprintf('\n') +fprintf('Savings if refinance in period 2: quarterly, PV at old rm = %9.3f %9.3f \n', [Sav, Sav*(1 - (1 + p.rm0)^(-p.D))/p.rm0]); + +fprintf('\n') +fprintf('\n') +fprintf('%s %s \n', [' Date', ' Gains from Refi', ' Prob Refi', ' Liq Asst', ' LTV', ' House Size', ' Income', ' Consumption']) +fprintf('\n') +fprintf('\n') +fprintf('\t%d %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f \n', [(1 : 1 : S)', dVc, dV, Pc, P, Ac, A, LTVc, LTV, Hc, H, Y, Cc, C, ]') +fprintf('\n') +fprintf('\n') + +%} + +% People who absent utility cost would benefit from refinance + +time = 2; + +% Absent Rate Drop + +borr = Hsim(:, :, time) > 0 & Osim(:, :, time) > 0; + +good = Hsim(:, :, time) > 0 & Osim(:, :, time) > 0 & squeeze((Vallsim(:, 4, :, time) > max(Vallsim(:, [1, 2, 3, 5], :, time), [], 2)) ); + +Vother = squeeze(max(Vallsim(:, [1, 2, 3, 5], :, time), [], 2)); +Vrefi = squeeze(Vallsim(:, 4, :, time)); +Vgap = (Vrefi - Vother)./Csim(:, :, time).^(-p.sigma); +Prefi = squeeze(Pallsim(:, 4, :, time)); +Refi = squeeze(Dsim(:, :, time) == 4); + + + +% After Rate Drop + +borrc = Hcsim(:, :, time) > 0 & Ocsim(:, :, time) > 0; + +goodc = Hcsim(:, :, time) > 0 & Ocsim(:, :, time) > 0 & squeeze((Vallcsim(:, 4, :, time) > max(Vallcsim(:, [1, 2, 3, 5], :, time), [], 2)) ); + +Votherc = squeeze(max(Vallcsim(:, [1, 2, 3, 5], :, time), [], 2)); +Vrefic = squeeze(Vallcsim(:, 4, :, time)); +Vgapc = (Vrefic - Votherc)./Ccsim(:, :, time).^(-p.sigma); +Prefic = squeeze(Pallcsim(:, 4, :, time)); +Refic = squeeze(Dcsim(:, :, time) == 4); + + +fprintf('\n') +fprintf('Steady State \n') +fprintf('\n') +fprintf('Monetary cost of refinancing, 2016 USD = %9.0f \n', p.F0m*12896); +fprintf('Fraction who would refinance absent utility cost = %9.2f \n', sum(good(:))/sum(borr(:))); +fprintf('Average welfare gains from refinancing, 2016 USD = %9.0f \n', mean(Vgap(good))*12896 ); +fprintf('Fraction who refinance = %9.2f \n', mean(Refi(borr)) ); + + +fprintf('\n') +fprintf('After decline in interest rates \n') +fprintf('\n') +fprintf('Fraction who would refinance absent utility cost = %9.2f \n', sum(goodc(:))/sum(borrc(:))); +fprintf('Average welfare gains from refinancing, 2016 USD = %9.0f \n', mean(Vgapc(goodc))*12896); +fprintf('Proportion of those that benefit who refinance = %9.3f \n', mean(Refic(goodc))); + + + +% Naive measure of benefit from refinancing: +% Is PV of savings (discounted at old rate) above the cost of borrowing + +PVgains = Osim(:,:, time).*Thsim(:, :, time).*Hsim(:, :, time).*((p.mbar0 - p.mbar1)*(1 - (1 + p.rm0)^(-p.D))/p.rm0 - p.F1m) - p.F0m; + +goodc = PVgains > 0; +fprintf('\n') + +fprintf('Fraction with positive savings from refinancing = %9.2f\n', sum(goodc(:))/sum(borrc(:))); +fprintf('Average savings from refinancing, 2016 USD = %9.0f\n', mean(PVgains(goodc))*12896); +fprintf('Fraction who refinance = %9.2f\n', mean(Refic(borrc))); diff --git a/42/replication_package/model_replication/Main nu 3 House Price growth/vec.m b/42/replication_package/model_replication/Main nu 3 House Price growth/vec.m new file mode 100644 index 0000000000000000000000000000000000000000..b979fb42e34c27aebf07fa2dc3437ae650f79efe --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 House Price growth/vec.m @@ -0,0 +1,3 @@ +function y = vec(x) + +y = x(:); \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 House Price growth/wfunc.m b/42/replication_package/model_replication/Main nu 3 House Price growth/wfunc.m new file mode 100644 index 0000000000000000000000000000000000000000..ee9985fc1895dc265fe3e0806980b5523cbba292 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 House Price growth/wfunc.m @@ -0,0 +1,19 @@ +function v = wfunc(c, s, ind2, EV, p, Rt, type) + + +[~, aprime] = savings(c, s, p, Rt, type); + + +if strcmp(type, 'h') + +v = c.^(1 - p.sigma)/(1 - p.sigma) + p.alpha*s(:,4).^(1 - p.sigma)/(1 - p.sigma) - ... + p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*c.^(-p.sigma*(1 + 1/p.gamma)) + p.beta*EV(aprime, ind2); + +else + +v = (1 + p.alpha^(1/p.sigma)*Rt^(1 - 1/p.sigma))*c.^(1 - p.sigma)/(1 - p.sigma) - ... + p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*c.^(-p.sigma*(1 + 1/p.gamma)) + p.beta*EV(aprime, ind2); + +end + + diff --git a/42/replication_package/model_replication/Main nu 3 House Price growth/wprctile.m b/42/replication_package/model_replication/Main nu 3 House Price growth/wprctile.m new file mode 100644 index 0000000000000000000000000000000000000000..10cd9b35a60450821315b9d60706a9048a8806e5 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 House Price growth/wprctile.m @@ -0,0 +1,195 @@ +function y = wprctile(X,p,varargin) +%WPRCTILE Returns weighted percentiles of a sample with six algorithms. +% The idea is to give more emphasis in some examples of data as compared to +% others by giving more weight. For example, we could give lower weights to +% the outliers. The motivation to write this function is to compute percentiles +% for Monte Carlo simulations where some simulations are very bad (in terms of +% goodness of fit between simulated and actual value) than the others and to +% give the lower weights based on some goodness of fit criteria. +% +% USAGE: +% y = WPRCTILE(X,p) +% y = WPRCTILE(X,p,w) +% y = WPRCTILE(X,p,w,type) +% +% INPUT: +% X - vector or matrix of the sample data +% p - scalar or a vector of percent values between 0 and 100 +% +% w - positive weight vector for the sample data. Length of w must be +% equal to either number of rows or columns of X. If X is matrix, same +% weight vector w is used for all columns (DIM=1)or for all rows +% (DIM=2). If the weights are equal, then WPRCTILE is same as PRCTILE. +% +% type - an integer between 4 and 9 selecting one of the 6 quantile algorithms. +% Type 4: p(k) = k/n. That is, linear interpolation of the empirical cdf. +% Type 5: p(k) = (k-0.5)/n. That is a piecewise linear function where +% the knots are the values midway through the steps of the +% empirical cdf. This is popular amongst hydrologists. (default) +% PRCTILE also uses this formula. +% Type 6: p(k) = k/(n+1). Thus p(k) = E[F(x[k])]. +% This is used by Minitab and by SPSS. +% Type 7: p(k) = (k-1)/(n-1). In this case, p(k) = mode[F(x[k])]. +% This is used by S. +% Type 8: p(k) = (k-1/3)/(n+1/3). Then p(k) =~ median[F(x[k])]. +% The resulting quantile estimates are approximately +% median-unbiased regardless of the distribution of x. +% Type 9: p(k) = (k-3/8)/(n+1/4). The resulting quantile estimates are +% approximately unbiased for the expected order statistics +% if x is normally distributed. +% +% Interpolating between the points pk and X(k) gives the sample +% quantile. Here pk is plotting position and X(k) is order statistics of +% x such that x(k)< x(k+1) < x(k+2)... +% +% OUTPUT: +% y - percentiles of the values in X +% When X is a vector, y is the same size as p, and y(i) contains the +% P(i)-th percentile. +% When X is a matrix, WPRCTILE calculates percentiles along dimension DIM +% which is based on: if size(X,1) == length(w), DIM = 1; +% elseif size(X,2) == length(w), DIM = 2; +% +% EXAMPLES: +% w = rand(1000,1); +% y = wprctile(x,[2.5 25 50 75 97.5],w,5); +% % here if the size of x is 1000-by-50, then y will be size of 6-by-50 +% % if x is 50-by-1000, then y will be of the size of 50-by-6 +% +% Please note that this version of WPRCTILE will not work with NaNs values and +% planned to update in near future to handle NaNs values as missing values. +% +% References: Rob J. Hyndman and Yanan Fan, 1996, Sample Quantiles in Statistical +% Package, The American Statistician, 50, 4. +% +% HISTORY: +% version 1.0.0, Release 2007/10/16: Initial release +% version 1.1.0, Release 2008/04/02: Implementation of other 5 algorithms and +% other minor improvements of code +% +% +% I appreciate the bug reports and suggestions. +% See also: PRCTILE (Statistical Toolbox) + +% Author: Durga Lal Shrestha +% UNESCO-IHE Institute for Water Education, Delft, The Netherlands +% eMail: durgals@hotmail.com +% Website: http://www.hi.ihe.nl/durgalal/index.htm +% Copyright 2004-2007 Durga Lal Shrestha. +% $First created: 16-Oct-2007 +% $Revision: 1.1.0 $ $Date: 02-Apr-2008 13:40:29 $ + +% *********************************************************************** + +%% Input arguments check + +% error(nargchk(2,4,nargin)) +% if ~isvector(p) || numel(p) == 0 +% error('wprctile:BadPercents', ... +% 'P must be a scalar or a non-empty vector.'); +% elseif any(p < 0 | p > 100) || ~isreal(p) +% error('wprctile:BadPercents', ... +% 'P must take real values between 0 and 100'); +% end +% if ndims(X)>2 +% error('wprctile:InvalidNumberofDimensions','X Must be 2D.') +% end + + +% Default weight vector +if isvector(X) + w = ones(length(X),1); +else + w = ones(size(X,1),1); % works as dimension 1 +end +type = 5; + +if nargin > 2 + if ~isempty(varargin{1}) + w = varargin{1}; % weight vector + end + if nargin >3 + type = varargin{2}; % type to compute quantile + end +end + +if ~isvector(w)|| any(w<0) + error('wprctile:InvalidWeight', ... + 'w must vecor and values should be greater than 0'); +end + +% Check if there are NaN in any of the input +nans = isnan(X); +if any(nans(:)) || any(isnan(p))|| any(isnan(w)) + error('wprctile:NaNsInput',['This version of WPRCTILE will not work with ' ... + 'NaNs values in any input and planned to update in near future to ' ... + 'handle NaNs values as missing values.']); +end +%% Figure out which dimension WPRCTILE will work along using weight vector w + +n = length(w); +[nrows, ncols] = size(X); +if nrows==n + dim = 1; +elseif ncols==n + dim = 2; +else + error('wprctile:InvalidDimension', ... + 'length of w must be equal to either number of rows or columns of X'); +end + +%% Work along DIM = 1 i.e. columswise, convert back later if needed using tflag + +tflag = false; % flag to note transpose +if dim==2 + X = X'; + tflag = true; +end +ncols = size(X,2); +np = length(p); +y = zeros(np,ncols); + +% Change w to column vector +w = w(:); + +% normalise weight vector such that sum of the weight vector equals to n +w = w*n/sum(w); + +%% Work on each column separately because of weight vector + +for i=1:ncols + [sortedX, ind] = sort(X(:,i)); % sort the data + sortedW = w(ind); % rearrange the weight according to ind + k = cumsum(sortedW); % cumulative weight + switch type % different algorithm to compute percentile + case 4 + pk = k/n; + case 5 + pk = (k-sortedW/2)/n; + case 6 + pk = k/(n+1); + case 7 + pk = (k-sortedW)/(n-1); + case 8 + pk = (k-sortedW/3)/(n+1/3); + case 9 + pk = (k-sortedW*3/8)/(n+1/4); + otherwise + error('wprctile:InvalidType', ... + 'Integer to select one of the six quantile algorithm should be between 4 to 9.') + end + + % to avoid NaN for outside the range, the minimum or maximum values in X are + % assigned to percentiles for percent values outside that range. + q = [0;pk;1]; + xx = [sortedX(1); sortedX; sortedX(end)]; + + % Interpolation between q and xx for given value of p + y(:,i) = interp1q(q,xx,p(:)./100); +end + +%% Transpose data back for DIM = 2 to the orginal dimension of X +% if p is row vector and X is vector then return y as row vector +if tflag || (min(size(X))==1 && size(p,1)==1) + y=y'; +end \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 Initial Wealth/binned_plot.m b/42/replication_package/model_replication/Main nu 3 Initial Wealth/binned_plot.m new file mode 100644 index 0000000000000000000000000000000000000000..20128809df75feb0ca5e47ce1bce4356c78f3d5a --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Initial Wealth/binned_plot.m @@ -0,0 +1,283 @@ + +function [x_med_out,y_med,y_low,y_high] = binned_plot(x,y,varargin) +% BINNED_PLOT binned scatter plot +% +% BINNED_PLOT(X,Y) splits vector X into bins of aproximately equal size, +% and plots each median against the median of the corresponding Y-values, +% as well as their inter-quartile range. X and Y must have the same +% number of rows or columns. +% +% BINNED_PLOT(X,Y,NUM_BINS) also specifies the (maximum) number of bins. +% +% +% [X_MED,Y_MED,Y_LOW,Y_HIGH] = BINNED_PLOT(...) returns the median of the +% X-bin, the median, lower and upper quartile of the corresponding Y-values +% +% Additional properties can be set as attribute-value pairs: +% - 'y_range' : specifies the width of the Y-band (range 0 .. 0.5; +% e.g., 0.5 plots the range between maxima and minima); +% default: 0.25 +% - 'y_mean_std' : plot means and standard deviations instead of medians +% and quartiles ['on','off'] +% - 'style' : plotting style (same options as in plot command) +% - 'density' : transparency corresponds to the number of points in +% the shaded area ['on','off'] +% - 'transparency' : transparency of filled range (for non-density plots) +% - 'transparency_min': minimum transparency of filled range (for density plots) +% - 'transparency_max': maximum transparency of filled range (for density plots) +% +% +% Example: +% x=0:0.1:20; +% y=[sin(x); cos(x)] + randn(2,201); +% binned_plot(x,y) +% + +% Stefan Schroedl +% 04/07/2008 + +optargin = size(varargin,2); +stdargin = nargin - optargin; + +if (stdargin<2) + error('at least two arguments required') +end + + +% defaults for optional arguments +num_bins = []; +y_range = []; +style = []; +y_mean_std = 0; +transparency = 0.1; +transparency_max = 0.6; +transparency_min = 0.1; +density_transparency = 0; + +% parse optional arguments +i=1; +while (i <= optargin) + if (i==1 && isnumeric(varargin{i})) + num_bins = varargin{i}; % interpret as number of bins + i = i + 1; + elseif (strcmp(varargin{i},'style') && i < optargin) + style = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'y_range') && i < optargin) + y_range = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'transparency') && i < optargin) + transparency = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'transparency_max') && i < optargin) + transparency_max = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'transparency_min') && i < optargin) + transparency_min = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'y_mean_std') && i < optargin) + if (strcmp(varargin{i+1},'on')) + y_mean_std = 1; + elseif (strcmp(varargin{i+1},'off')) + y_mean_std = 0; + else + error('unrecognized option for y_mean_std, should be [on/off]'); + end + i = i + 2; + elseif (strcmp(varargin{i},'density') && i < optargin) + if (strcmp(varargin{i+1},'on')) + density_transparency = 1; + elseif (strcmp(varargin{i+1},'off')) + density_transparency = 0; + else + error('unrecognized option for density, should be [on/off]'); + end + i = i + 2; + elseif (ischar(varargin{i})) + error('unrecognized attribute: %s', varargin{i}); + else + error('at most three arguments expected'); + end +end + +if (transparency_min >= transparency_max) + error('transparency_min should be smaller than transparency_max'); +end + +% determine input matrix sizes +[nx,mx] = size(x); +[ny,my] = size(y); + +if nx > 1 && mx > 1 + error('first argument must be a vector'); +end + +% adjust matrices to be column vectors + +if mx>1 + % transpose + x = x(:); + nx = mx; + mx = 1; +end + +if my == nx + % transpose + y = y'; + [ny,my] = size(y); +else + if ny ~= nx + error('first and second arguments must have either same number of rows or columns'); + end +end + + +if isempty(num_bins) + num_bins = max( min(length(x),3), floor(sqrt(length(x)-1))-1); % default heuristic for number of bins +else if ~isnumeric(num_bins) + db error('third argument num_bins must be numeric'); + end +end + +if isempty(y_range) + y_range = 0.25; % default: quartile +end + +if isempty(style) + style = ''; % no style specified +end + +% determine colors and markers +colors = repmat('b',1,my); +noColSpec = cell(1,my); +for i=1:my + [colors(i),noColSpec{i}] = getColorSpec(style,i); +end + +% x quantiles +qvals = 0:(1/num_bins):(1-1/num_bins); +x_quant = quantile(x,[qvals 1]); + +% remove identical bins +x_quant = sort(unique(x_quant)); + +% due to interpolation, some bins can still be empty +x_quant2 = x_quant; +x_quant = x_quant(1); +count_bin = length(find(x>x_quant2(1))); +for i=2:length(x_quant2) + count_bin2 = length(find(x>x_quant2(i))); + if count_bin2 ~= count_bin + x_quant = [x_quant x_quant2(i)]; + end + count_bin = count_bin2; +end + +% preallocate outputs +x_med = zeros(length(x_quant)-1,1); +y_med = zeros(length(x_quant)-1,my); +y_low = zeros(length(x_quant)-1,my); +y_high = zeros(length(x_quant)-1,my); + +% desired y range + +for i = 1:length(x_quant)-1 + idx = x >= x_quant(i) & (x < x_quant(i+1)); + if (~y_mean_std) + + q = quantile(y(idx,:),[0.5-y_range 0.5 0.5 + y_range]); + % hack for quantile output dim + if my == 1 + q = q'; + end + y_low(i,:) = q(1,:); + y_med(i,:) = q(2,:); + y_high(i,:) = q(3,:); + x_med(i) = median(x(idx)); + else + % use mean and std dev + m = mean(y(idx,:)); + s = std(y(idx,:)); + y_med(i,:) = m; + y_low(i,:) = m-s; + y_high(i,:) = m+s; + x_med(i) = mean(x(idx)); + end +end + +if (nargout == 0) + hold_mode = ishold; + x_min = x_quant(1); + x_max = x_quant(end); + for i=1:my + inner_spec = strcat(colors(i), noColSpec{i}); + + if(~density_transparency) + % fill between quartiles + xpoints=[x_min; x_med; x_max; x_max; flipud(x_med); x_min ]; + ypoints=[y_high([ 1 1:end end],i); flipud(y_low([1 1:end end],i)) ]; + fillhandle=fill(xpoints,ypoints,colors(i)); + set(fillhandle,'EdgeColor',colors(i),'FaceAlpha',transparency,'EdgeAlpha',transparency); %set transparency + else + % precompute trapezoids, areas + xpoints = zeros(4,length(x_med)+1); + ypoints = zeros(4,length(x_med)+1); + area_fill = zeros(1,length(x_med)+1); + + xpoints(:,1) = [x_min; x_med(1); x_med(1); x_min]; + ypoints(:,1) = [y_high(1,i); y_high(1,i); y_low(1,i); y_low(1,i)]; + area_fill(1) = (xpoints(2,1)-xpoints(1,1))*(ypoints(1,1)-ypoints(4,1)+ypoints(2,1)-ypoints(3,1))/2; + + for j=1:(length(x_med)-1) + xpoints(:,j+1) = [x_med(j); x_med(j+1); x_med(j+1); x_med(j)]; + ypoints(:,j+1) = [y_high(j,i); y_high(j+1,i); y_low(j+1,i); y_low(j,i)]; + area_fill(j+1) = (xpoints(2,j+1)-xpoints(1,j+1))*(ypoints(1,j+1)-ypoints(4,j+1)+ypoints(2,j+1)-ypoints(3,j+1))/2; + end + + xpoints(:,end) = [x_med(end); x_max; x_max; x_med(end)]; + ypoints(:,end) = [y_high(end,i); y_high(end,i); y_low(end,i); y_low(end,i)]; + area_fill(end) = (xpoints(2,end)-xpoints(1,end))*(ypoints(1,end)-ypoints(4,end)+ypoints(2,end)-ypoints(3,end))/2; + + area_max = max(area_fill); + area_min = min(area_fill); + area_range = area_max - area_min; + if (area_range == 0) + area_range = 1; + end + transparency_range = transparency_max - transparency_min; + % scale transparency according to density (i.e., inversely + % proportional to trapezoid area) + transp_mod = transparency_max - (area_fill - area_min) .* transparency_range ./ area_range; + for j=1:(length(x_med)+1) + fillhandle=fill(xpoints(:,j),ypoints(:,j),colors(i),'LineStyle','none'); + hold on; + set(fillhandle,'EdgeColor',colors(i),'FaceAlpha',transp_mod(j),'EdgeAlpha',transp_mod(j)); % set transparency + end + end + % plot median line + hold on; + plot(x_med,y_med(:,i),inner_spec); + end + + % restore old hold mode + if hold_mode == 0 + hold off; + end +else + x_med_out = x_med; +end + +% auxiliary function to retrieve color specification (if any) and remainder +function [color,noColSpec] = getColorSpec(s,i) +colors = 'bgrcmykw'; +color=colors(mod(i-1,8) + 1); % default color cycle +noColSpec = '-'; % default line style +if (~isempty(s)) + idx=ismember(s,colors); + if any(~idx) + noColSpec=s(~idx); + end + if any(idx) + color=s(idx(1)); + end +end diff --git a/42/replication_package/model_replication/Main nu 3 Initial Wealth/findtransfer.m b/42/replication_package/model_replication/Main nu 3 Initial Wealth/findtransfer.m new file mode 100644 index 0000000000000000000000000000000000000000..6d6ddcbdd81c2105defa6003af3228d601bcdce8 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Initial Wealth/findtransfer.m @@ -0,0 +1,4 @@ +function y = findtransfer(a, rhs, p) + + +y = (1 + interest(a, p)).*a - rhs; \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 Initial Wealth/fminsearchbnd.m b/42/replication_package/model_replication/Main nu 3 Initial Wealth/fminsearchbnd.m new file mode 100644 index 0000000000000000000000000000000000000000..0448eae0f278145737a4c58ef211062d09896afc --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Initial Wealth/fminsearchbnd.m @@ -0,0 +1,307 @@ +function [x,fval,exitflag,output] = fminsearchbnd(fun,x0,LB,UB,options,varargin) +% FMINSEARCHBND: FMINSEARCH, but with bound constraints by transformation +% usage: x=FMINSEARCHBND(fun,x0) +% usage: x=FMINSEARCHBND(fun,x0,LB) +% usage: x=FMINSEARCHBND(fun,x0,LB,UB) +% usage: x=FMINSEARCHBND(fun,x0,LB,UB,options) +% usage: x=FMINSEARCHBND(fun,x0,LB,UB,options,p1,p2,...) +% usage: [x,fval,exitflag,output]=FMINSEARCHBND(fun,x0,...) +% +% arguments: +% fun, x0, options - see the help for FMINSEARCH +% +% LB - lower bound vector or array, must be the same size as x0 +% +% If no lower bounds exist for one of the variables, then +% supply -inf for that variable. +% +% If no lower bounds at all, then LB may be left empty. +% +% Variables may be fixed in value by setting the corresponding +% lower and upper bounds to exactly the same value. +% +% UB - upper bound vector or array, must be the same size as x0 +% +% If no upper bounds exist for one of the variables, then +% supply +inf for that variable. +% +% If no upper bounds at all, then UB may be left empty. +% +% Variables may be fixed in value by setting the corresponding +% lower and upper bounds to exactly the same value. +% +% Notes: +% +% If options is supplied, then TolX will apply to the transformed +% variables. All other FMINSEARCH parameters should be unaffected. +% +% Variables which are constrained by both a lower and an upper +% bound will use a sin transformation. Those constrained by +% only a lower or an upper bound will use a quadratic +% transformation, and unconstrained variables will be left alone. +% +% Variables may be fixed by setting their respective bounds equal. +% In this case, the problem will be reduced in size for FMINSEARCH. +% +% The bounds are inclusive inequalities, which admit the +% boundary values themselves, but will not permit ANY function +% evaluations outside the bounds. These constraints are strictly +% followed. +% +% If your problem has an EXCLUSIVE (strict) constraint which will +% not admit evaluation at the bound itself, then you must provide +% a slightly offset bound. An example of this is a function which +% contains the log of one of its parameters. If you constrain the +% variable to have a lower bound of zero, then FMINSEARCHBND may +% try to evaluate the function exactly at zero. +% +% +% Example usage: +% rosen = @(x) (1-x(1)).^2 + 105*(x(2)-x(1).^2).^2; +% +% fminsearch(rosen,[3 3]) % unconstrained +% ans = +% 1.0000 1.0000 +% +% fminsearchbnd(rosen,[3 3],[2 2],[]) % constrained +% ans = +% 2.0000 4.0000 +% +% See test_main.m for other examples of use. +% +% +% See also: fminsearch, fminspleas +% +% +% Author: John D'Errico +% E-mail: woodchips@rochester.rr.com +% Release: 4 +% Release date: 7/23/06 + +% size checks +xsize = size(x0); +x0 = x0(:); +n=length(x0); + +if (nargin<3) || isempty(LB) + LB = repmat(-inf,n,1); +else + LB = LB(:); +end +if (nargin<4) || isempty(UB) + UB = repmat(inf,n,1); +else + UB = UB(:); +end + +if (n~=length(LB)) || (n~=length(UB)) + error 'x0 is incompatible in size with either LB or UB.' +end + +% set default options if necessary +if (nargin<5) || isempty(options) + options = optimset('fminsearch'); +end + +% stuff into a struct to pass around +params.args = varargin; +params.LB = LB; +params.UB = UB; +params.fun = fun; +params.n = n; +% note that the number of parameters may actually vary if +% a user has chosen to fix one or more parameters +params.xsize = xsize; +params.OutputFcn = []; + +% 0 --> unconstrained variable +% 1 --> lower bound only +% 2 --> upper bound only +% 3 --> dual finite bounds +% 4 --> fixed variable +params.BoundClass = zeros(n,1); +for i=1:n + k = isfinite(LB(i)) + 2*isfinite(UB(i)); + params.BoundClass(i) = k; + if (k==3) && (LB(i)==UB(i)) + params.BoundClass(i) = 4; + end +end + +% transform starting values into their unconstrained +% surrogates. Check for infeasible starting guesses. +x0u = x0; +k=1; +for i = 1:n + switch params.BoundClass(i) + case 1 + % lower bound only + if x0(i)<=LB(i) + % infeasible starting value. Use bound. + x0u(k) = 0; + else + x0u(k) = sqrt(x0(i) - LB(i)); + end + + % increment k + k=k+1; + case 2 + % upper bound only + if x0(i)>=UB(i) + % infeasible starting value. use bound. + x0u(k) = 0; + else + x0u(k) = sqrt(UB(i) - x0(i)); + end + + % increment k + k=k+1; + case 3 + % lower and upper bounds + if x0(i)<=LB(i) + % infeasible starting value + x0u(k) = -pi/2; + elseif x0(i)>=UB(i) + % infeasible starting value + x0u(k) = pi/2; + else + x0u(k) = 2*(x0(i) - LB(i))/(UB(i)-LB(i)) - 1; + % shift by 2*pi to avoid problems at zero in fminsearch + % otherwise, the initial simplex is vanishingly small + x0u(k) = 2*pi+asin(max(-1,min(1,x0u(k)))); + end + + % increment k + k=k+1; + case 0 + % unconstrained variable. x0u(i) is set. + x0u(k) = x0(i); + + % increment k + k=k+1; + case 4 + % fixed variable. drop it before fminsearch sees it. + % k is not incremented for this variable. + end + +end +% if any of the unknowns were fixed, then we need to shorten +% x0u now. +if k<=n + x0u(k:n) = []; +end + +% were all the variables fixed? +if isempty(x0u) + % All variables were fixed. quit immediately, setting the + % appropriate parameters, then return. + + % undo the variable transformations into the original space + x = xtransform(x0u,params); + + % final reshape + x = reshape(x,xsize); + + % stuff fval with the final value + fval = feval(params.fun,x,params.args{:}); + + % fminsearchbnd was not called + exitflag = 0; + + output.iterations = 0; + output.funcCount = 1; + output.algorithm = 'fminsearch'; + output.message = 'All variables were held fixed by the applied bounds'; + + % return with no call at all to fminsearch + return +end + +% Check for an outputfcn. If there is any, then substitute my +% own wrapper function. +if ~isempty(options.OutputFcn) + params.OutputFcn = options.OutputFcn; + options.OutputFcn = @outfun_wrapper; +end + +% now we can call fminsearch, but with our own +% intra-objective function. +[xu,fval,exitflag,output] = fminsearch(@intrafun,x0u,options,params); + +% undo the variable transformations into the original space +x = xtransform(xu,params); + +% final reshape to make sure the result has the proper shape +x = reshape(x,xsize); + +% Use a nested function as the OutputFcn wrapper + function stop = outfun_wrapper(x,varargin); + % we need to transform x first + xtrans = xtransform(x,params); + + % then call the user supplied OutputFcn + stop = params.OutputFcn(xtrans,varargin{1:(end-1)}); + + end + +end % mainline end + +% ====================================== +% ========= begin subfunctions ========= +% ====================================== +function fval = intrafun(x,params) +% transform variables, then call original function + +% transform +xtrans = xtransform(x,params); + +% and call fun +fval = feval(params.fun,reshape(xtrans,params.xsize),params.args{:}); + +end % sub function intrafun end + +% ====================================== +function xtrans = xtransform(x,params) +% converts unconstrained variables into their original domains + +xtrans = zeros(params.xsize); +% k allows some variables to be fixed, thus dropped from the +% optimization. +k=1; +for i = 1:params.n + switch params.BoundClass(i) + case 1 + % lower bound only + xtrans(i) = params.LB(i) + x(k).^2; + + k=k+1; + case 2 + % upper bound only + xtrans(i) = params.UB(i) - x(k).^2; + + k=k+1; + case 3 + % lower and upper bounds + xtrans(i) = (sin(x(k))+1)/2; + xtrans(i) = xtrans(i)*(params.UB(i) - params.LB(i)) + params.LB(i); + % just in case of any floating point problems + xtrans(i) = max(params.LB(i),min(params.UB(i),xtrans(i))); + + k=k+1; + case 4 + % fixed variable, bounds are equal, set it at either bound + xtrans(i) = params.LB(i); + case 0 + % unconstrained variable. + xtrans(i) = x(k); + + k=k+1; + end +end + +end % sub function xtransform end + + + + + diff --git a/42/replication_package/model_replication/Main nu 3 Initial Wealth/interest.m b/42/replication_package/model_replication/Main nu 3 Initial Wealth/interest.m new file mode 100644 index 0000000000000000000000000000000000000000..a803c11bf639587df429cae019dec0baa5772085 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Initial Wealth/interest.m @@ -0,0 +1,4 @@ +function rl = interest(A, p) + +rl = 1./(1 + exp(-p.r1*(A - p.r2)))*(p.rh - p.rl) + p.rl; + diff --git a/42/replication_package/model_replication/Main nu 3 Initial Wealth/kronm.m b/42/replication_package/model_replication/Main nu 3 Initial Wealth/kronm.m new file mode 100644 index 0000000000000000000000000000000000000000..37c3ef55e11a041e1c9332397e1f90c086a49983 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Initial Wealth/kronm.m @@ -0,0 +1,113 @@ +function x = kronm(Q,x) + +% Fast Kronecker matrix multiplication, for both full and sparse matrices +% of any size. Never computes the actual Kronecker matrix and omits +% multiplication by identity matrices. +% y = kronm(Q,x) computes +% y = (Q{k} kron ... Q{2} kron Q{1})*x +% If Q contains only two matrices and x is a vector, the code uses the +% identity +% ( Q{2} kron Q{1} )*vec(X) = vec(Q{1}*X*Q{2}'), +% where vec(X)=x. If Q contains more than two matrices and/or if x has more +% than one column, the algorithm uses a generalized form of this identity. +% The idea of the algorithm is to see x as a multi-dimensional array and to +% apply the linear maps Q{i} separately for each dimension i. If Q contains +% just one matrix, the function returns the regular matrix product Q{1}*x. +% +% Inputs: +% Q: 1-by-k cell array containing k matrices of arbitrary size +% (can be sparse). Denote by R(i) the number of rows of Q{i}, and +% by C(i) the number of columns. Alternatively, Q{i} may also be +% a scalar qi. This is interpreted as the qi-by-qi identity +% matrix. Hand over identity matrices in this fashion for optimal +% performance. +% x: Matrix of size CC-by-m, where CC=C(1)*...*C(k). +% +% Output: Matrix of size RR-by-m, where RR=R(1)*...*R(k). +% +% +% Example: +% R = [60, 30, 20]; % Number of rows for matrices Q{1},Q{2},Q{3}. +% C = [55, 25, 15]; % Number of columns of matrices Q{i}. +% m = 5; % Number of columns of x. +% Q = cell(1,length(R)); % Create cell with sparse random matrices +% for i=1:length(R) % of density 0.05. +% Q{i} = sprand(R(i),C(i),0.05); +% end +% x = rand(prod(C),m); % Random matrix x with C(1)*C(2)*C(3) rows. +% y = kron(Q{3},kron(Q{2},Q{1}))*x; +% % Matlab's Kronecker multiplication... +% yy= kronm(Q,x); % and kronm... +% norm(y-yy) % ... give the same result up to +% % computational error. +% +% +% Version: 6-Oct-2015 +% Author: Matthias Kredler (Universidad Carlos III de Madrid) +% mkredler@eco.uc3m.es +% Acknowledgement: +% This code follows the same idea as 'kronmult' by Paul G. Constantine & +% David F. Gleich (Stanford, 2009). However, I avoid loops and allow for +% non-square inputs Q{i}. I have also included the special treatment for +% identity matrices. + +m = size(x,2); % Obtain number of columns in input. +k = length(Q); % Number of matrices in Q. +R = zeros(1,k); % Vector for number of rows of, +C = zeros(1,k); % Q-matrices and for number of columns. +comp = true(1,k); % Check if we have to multiply by Q{i}. +for i=1:k + if isscalar(Q{i}) % If input Q{i} is a scalar, don't + comp(i) = false; % have to multiply in this dimension. + R(i) = Q{i}; % Read in number of rows and columns. + C(i) = Q{i}; + else % Otherwise, read out size of the + [R(i),C(i)] = size(Q{i}); % matrix. + end +end + +xsiz = [C,m]; % Will constantly change dimension of x. + % xsiz is the current size, when x is + % reshaped to array of dim. + % C(1),C(2),...,C(k),m. + +if comp(1) % Start with first Kronecker product, + x = Q{1}*reshape(x,[C(1),prod(xsiz)/C(1)]); + % leave out if Q{i} is identity. + xsiz(1) = R(1); % Replace size of dimension 1. +end % (Don't do this in loop below --> save + % time on reshapes and permutes) +if k>1 && m==1 % If Q has just one element, we're done. + if comp(k) % If x was a column vector, do the last + x = reshape(x,[prod(xsiz)/C(k),C(k)]) *Q{k}' ; + xsiz(k) = R(k); % Kronecker product by matrix + end % post-multiplication to save time on + % reshapes and permutes. + loopTo = k-1; % Will only have to loop up to + % dimension k-1 below. +else % If x is a matrix, have to loop over + loopTo = k; % all dimensions. +end + +if k>2 || m>1 % Now loop over remaining dimensions, + x = reshape(x,xsiz); % inf any. Reshape x into an array of + for i=2:loopTo % dimension R(1),C(2),...,C(k)or R(k),m. + if comp(i) % If Q{i} is not identity: Create + dims = 1:k+1; % vector to re-shuffle dimensions. + dims(i) = []; % Put dimension i first (by permute), + dims = [i, dims]; %#ok % e.g. order [2,1,3,4,5] + % for i=2 and k=4. Turn off Matlab's + % warning for size change. + Xmat = reshape( permute(x,dims), [C(i), prod(xsiz)/C(i)] ); + % Then bring array into matrix with + Xmat = Q{i}*Xmat; % N(i) rows, ex: N(2)-by-N(1)*N(3)*... + % *N(4)*m and multiply by Q{i}. + xsiz(i) = R(i); % Changed dimensionality of x. + x = ipermute( reshape(Xmat,[R(i), xsiz(dims(2:k+1))]), dims ); + end % Reshape back to array, ex: to dim. + end % N(2),N(1),N(3),N(4),m, and inverse- + % permute to go back to orginal array, +end % ex: dim. N(1),N(2),N(3),N(4),m. + +x = reshape(x,[prod(R),m]); % Then give back result as matrix. + diff --git a/42/replication_package/model_replication/Main nu 3 Initial Wealth/lookup1.m b/42/replication_package/model_replication/Main nu 3 Initial Wealth/lookup1.m new file mode 100644 index 0000000000000000000000000000000000000000..b1505d4dd7ab85ad6022be69430658f336d97116 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Initial Wealth/lookup1.m @@ -0,0 +1,71 @@ +% LOOKUP Performs a table lookup. +% USAGE +% ind=lookup(tabvals,x,endadj); +% INPUTS +% tabvals : a sorted vector of n values +% x : an array of values +% endadj : a optional endpoint adjustment: 0, 1, 2 or 3. +% OUTPUT +% ind : an array (same size as x) of indices from 1 to n +% +% Returns an array of size(x) with element (i,j) equal to +% max k: x(i,j)>=tabvals(k) +% +% Optional endpoint adjustments: +% 0: no adjustments +% 1: values of x < min(tabvals) will return +% length(tabvals=tabvals(1)) +% 2: values of x > max(tabvals) will return +% m-length(tabvals=tabvals(end)) +% 3: adjustments 1 and 2 will be performed +% +% With endadj=3 all the indices are between 1 and n-1 +% To find the nearest table value to each x use: +% ind = lookup(tabvals,x,3); +% ind = ind + (x-tabvals(ind) > tabvals(ind+1)-x); +% nearest = tabvals(ind); +% +% Coded in C. + +% Copyright (c) 1997-2000, Paul L. Fackler & Mario J. Miranda +% paul_fackler@ncsu.edu, miranda.4@osu.edu + +function ind=lookup(tabvals,x,endadj); + +global CompEcon_MEXwarned + +if isempty(CompEcon_MEXwarned) + disp('Warning: You are using the m-file version of a function that is coded as a C Mex file.') + disp(' Running this M file version may be significantly slower and more memory intensive.') + disp(' Use MEXALL to create the executable (MEX or DLL) and make sure it is on the MATLAB path.') + CompEcon_MEXwarned=1; +end + + +if nargin<2 + error('At least two parameters must be specified'); +end +if nargin<3 endadj=0; end +if isempty(endadj) endad=0; end + +n=prod(size(x)); +if min(size(tabvals))>1 + error('tabvals must be a vector'); +else + tabvals=tabvals(:); + if any(diff(tabvals)<0) + error('tabvals must be sorted in ascending order') + end +end +m=length(tabvals); +if endadj>=2, m=m-length(find(tabvals==tabvals(end))); end + +[temp,ind]=sort([tabvals(1:m); x(:)]); +temp=find(ind>m); +j=ind(temp)-m; +ind=reshape(temp-(1:n)',size(x)); +ind(j)=ind(:); + +if endadj==1 | endadj==3 + ind(ind==0)=length(find(tabvals==tabvals(1))); +end diff --git a/42/replication_package/model_replication/Main nu 3 Initial Wealth/lookup1.mexa64 b/42/replication_package/model_replication/Main nu 3 Initial Wealth/lookup1.mexa64 new file mode 100644 index 0000000000000000000000000000000000000000..d45b592990528cdf9bec076c8ebfa193adc36d52 Binary files /dev/null and b/42/replication_package/model_replication/Main nu 3 Initial Wealth/lookup1.mexa64 differ diff --git a/42/replication_package/model_replication/Main nu 3 Initial Wealth/lookup1.mexmaci64 b/42/replication_package/model_replication/Main nu 3 Initial Wealth/lookup1.mexmaci64 new file mode 100644 index 0000000000000000000000000000000000000000..c355da46b986916252b3bd3c06ec513f8774efa1 Binary files /dev/null and b/42/replication_package/model_replication/Main nu 3 Initial Wealth/lookup1.mexmaci64 differ diff --git a/42/replication_package/model_replication/Main nu 3 Initial Wealth/lookup1.mexw32 b/42/replication_package/model_replication/Main nu 3 Initial Wealth/lookup1.mexw32 new file mode 100644 index 0000000000000000000000000000000000000000..187dff29e1d7905d71b29ee4f986b9635bc5bc35 Binary files /dev/null and b/42/replication_package/model_replication/Main nu 3 Initial Wealth/lookup1.mexw32 differ diff --git a/42/replication_package/model_replication/Main nu 3 Initial Wealth/neldmead_bounds.m b/42/replication_package/model_replication/Main nu 3 Initial Wealth/neldmead_bounds.m new file mode 100644 index 0000000000000000000000000000000000000000..a27a8bb8d0f4a14305b8a48091fccbee51ac77af --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Initial Wealth/neldmead_bounds.m @@ -0,0 +1,145 @@ +function x_opt = neldmead_bounds(func, x_init, x_min, x_max, varargin) +% [x_opt]=neldmead_bounds(func,x_init,x_min,x_max) +% minimizes f(x) such that x_min <= x_opt <= x_max. +% modified version of original by H.P. Gavin , Civil & Env'ntl Eng'g, Duke Univ. 21 January 2006 +% all i did is to make it readable for myself and exclude g(x) <0 +% constraint +% +% INPUT +% ====== +% func : the name of the function to be minimizes in the form y=func(x) +% x_init : the vector of initial parameter values ... a column vector +% x_min : minimum permissible values of the parameters, x +% x_max : maximum permissible values of the parameters, x +% +% OUTPUT +% ====== +% x_opt : a set of parameters at or near the optimal value + + + tol_x = 1e-4; % tolerance for convergence in x + tol_f = 1e-4; % tolerance for convergence in f + max_iter = 250; % maximum number of function evaluations + + +n = length(x_init); + +onesn = ones(1,n); +ot = 2:n+1; +on = 1:n; +function_count = 0; % the number of function evaluations + + +% Nelder-Mead constants +a_reflect = 2; a_expand = 1; a_contract = 0.5; a_shrink = 0.5; + +% Evaluate the initial guess and the range of allowable parameter variation + +x_init = min(max(x_init,x_min),x_max); + +[fv] = feval(func,x_init, varargin{:}); +if any(x_max == x_min) + error('error: x_max can not equal x_min for any parameter'); +end + +% Place input guess in the simplex! (credit L.Pfeffer at Stanford) +% Set up a simplex near the initial guess. + +p1 = .2; % originally .2 +p2 = .1; % originally .1 + +delta_x = min( p1*(1+abs(x_init)) , p2*(x_max-x_init).*(x_max~=x_init) ); +idx = find(delta_x == 0); +delta_x(idx) = -p2*(x_init(idx)-x_min(idx)); + +% --- initialization +simplex = x_init; +for j = 1:n + y = x_init; + y(j) = y(j) + delta_x(j); + x = min(max(y,x_min),x_max); + simplex = [simplex x]; %create simplex one by one + [f] = feval(func,x, varargin{:}); %evaluate function + fv = [fv f]; %record function values + +end + +% order the vertices in increasing order of fv +[fv,idx] = sort(fv); simplex = simplex(:,idx); +disp([simplex;fv]) + +iter=1; +while iter < max_iter % --- main loop + + change_x = max(max(abs(simplex(:,ot)-simplex(:,onesn)))); + change_f = max(abs(fv(1)-fv(ot))); + + if change_x < tol_x && change_f < tol_f + break; + end + + % One step of the Nelder-Mead simplex algorithm + + happy = 0; + +% reflect + vbar = (sum(simplex(:,on)')/n)'; % centroid of better vertices + vr = min(max(vbar + a_reflect*(vbar-simplex(:,n+1)),x_min),x_max); + [fr] = feval(func,vr, varargin{:}); + + + if ( fr >= fv(1) && fr < fv(n+1) ) + happy = 1; vk = vr; fk = fr; how = 'reflect'; + end + +% expand + if ( happy == 0 && fr < fv(1) ) + ve = min(max(vbar + a_expand*(vr-vbar),x_min),x_max); + [fe] = feval(func,ve, varargin{:}); + + function_count = function_count + 1; + if fe < fr + happy = 1; vk = ve; fk = fe; how = 'expand'; + else + happy = 1; vk = vr; fk = fr; how = 'reflect'; + end + end + +% contract + if ( happy == 0 && fr >= fv(n) ) + vc = min(max(vbar + a_contract*(vbar-simplex(:,n+1)),x_min),x_max); + [fc] = feval(func,vc, varargin{:}); + + + if fc < fv(n+1) + happy = 1; vk = vc; fk = fc; how = 'contract'; + end + end + +% if you have accepted a new point, replace the worst point (n+1) with it + + if ( happy == 1 ) + simplex(:,n+1) = vk; fv(n+1) = fk; + else + +% shrink + v1 = simplex(:,1); + for i=2:n+1 + vs = min(max(v1 + a_shrink*(simplex(:,i)-v1),x_min),x_max); + [fs] = feval(func,vs, varargin{:}); + + simplex(:,i) = vs; + fv(i) = fs; + end + + how = 'shrink'; + end + +% order the vertices in increasing order of fv + [fv,idx] = sort(fv); simplex = simplex(:,idx); + x_opt = simplex(:,1); + %fprintf('%4i %6.2e %6.2e\n',[iter,change_f,change_x]) + iter=iter+1; +end + + diff --git a/42/replication_package/model_replication/Main nu 3 Initial Wealth/objective.m b/42/replication_package/model_replication/Main nu 3 Initial Wealth/objective.m new file mode 100644 index 0000000000000000000000000000000000000000..6d331b60f34a5ef4516fa9ff49424a3206069443 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Initial Wealth/objective.m @@ -0,0 +1,245 @@ +function err_mom = objective(x) + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',22); + +intmeth = 'linear'; +printr = 0; + +optset('bisect', 'tol', 1e-32); + +% Calibrated Parameters + +p.beta = x(1); % discount factor +p.alpha = x(2); % weight on housing in preferences +p.R = x(3); +p.phi = x(4); % productivity non-market +p.F0m = x(5); % fixed cost of refinancing +p.B = x(6); +p.r1 = x(7); +p.r2 = x(8); % parameters governing shape of rl curve +p.rh = (1 + x(9))^(1/4) - 1; % interest rate +p.A0 = x(10); + +% Assigned Parameters + +p.nu = 3; % parameter in exponential distribution + +p.pidelta = [0.975; 0.025]; % probability of expenditure shocks +p.delta = [0; 0.0625]; % expenditure shock, fraction of home (quarterly so divide by 4) + +p.rl = (1 - 0.028)^(1/4) - 1; % lower bound on liquid rate + +p.T = 61*4; % last period of life +p.D = 30*4; % maturity of mortgages + +p.sigma = 2; % CRRA +p.gamma = 1; % Frisch elasticity of non-market production + +p.rm = (1 + 0.025)^(1/4) - 1; % mortgage interest rate + +p.Fs = 0.06; % fixed cost of selling home +p.F1m = 0.005; % proportional cost of refinancing + +p.wbar = 1; % parameter governing luxuriousness of bequests + +p.thetam = 0.85; % maximum LTV +p.thetay = 0.214; % maximum PTI + +rhoz = 0.9908; +sz = 0.0761; +se = (1 - 0.55)^(1/2)*0.4869; % Krueger Perri (2011) show 55% of the variance of trans compon is measurement error so subtract + +time = (1 : 1 : p.T)'; +p.lambdat = exp(0.07982636 - 0.02322307 * (time/4 + 25) + 0.00105409 * (time/4 + 25).^2 - 0.00001028 * (time/4 + 25).^3); + +p.thetay = p.thetay*(1 - 0.3126./(1 + exp(18.629 - 0.3049*(time/4 + 25)))); + +p.mbar = p.rm/(1 - (1 + p.rm)^(-p.D)); % minimum payment required per 1 of initial debt + + +% Quality of Approximation + +p.na = 75; % number of nodes for liquid assets +p.nat = 75; % number of nodes for atilde = (1 + rl)*a - delta*h +p.nl = 75; % number of nodes for liquidity +p.no = 11; % number of nodes for omega (fraction of loan outstanding) +p.nt = 5; % number of possible initial LTV +p.nh = 7; % number of nodes for housing +p.nz = 9; % points for exogenous income z +p.ne = 3; + + +% Discretize Income Process + +[zgrid, Fzz] = rouwenhorst(rhoz, sz, p.nz); +zgrid = exp(zgrid'); +p.zgrid = zgrid; + +[Fz, d] = eigs(Fzz', 1, 'largestabs'); +Fz = Fz/sum(Fz); +Fz = full(Fz); % ergodic distribution of z + +[egrid, we] = qnwnorm(p.ne, 0, se^2); +egrid = exp(egrid); +p.egrid = egrid; + + +% Discretize other state variables + +amin = -0.4; +amax = 100; +p.agrid = amin + (amax - amin)*nodeunif(p.na, 0, 1).^2; + +omin = 0; +omax = 1; +p.ogrid = omin + (omax - omin)*nodeunif(p.no, 0, 1); + +tmin = 0.25; +tmax = p.thetam; % allow to cover fixed cost +p.tgrid = tmin + (tmax - tmin)*nodeunif(p.nt, 0, 1); + +hmin = 5; % minimum house size +hmax = 40; % maximum house size +p.hgrid = hmin + (hmax - hmin)*nodeunif(p.nh, 0, 1).^1.5; + +ymin = min(p.lambdat)*zgrid(1)*egrid(1); +ymax = max(p.lambdat)*zgrid(end)*egrid(end); + +lmin = -1; % keep it reasonably negative so they know that's a bad state to find yourself in +lmax = 125; +p.lgrid = lmin + (lmax - lmin)*nodeunif(p.nl, 0, 1).^1.5; + +atmin = -p.delta(2)*hmax + (1 + p.rl)*amin; +atmax = (1 + p.rh)*amax; +p.atgrid = atmin + (atmax - atmin)*nodeunif(p.nat, 0, 1).^1.5; + + + + + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.atgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.atgrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for W functions +swr = gridmake(p.lgrid, p.zgrid); + +svht = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for computing intermediate value function (creier prajit) +svrt = gridmake(p.agrid, p.zgrid, p.egrid); + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + +ind3h = kron((1:1:p.no*p.nt*p.nh*p.nz*p.ne)', ones(p.na, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind3r = kron((1:1: p.nz*p.ne)', ones(p.na, 1)); + + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.nat*p.no*p.nt*p.nh*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.nat*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + +cmaxh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amin); % c that implies a' = amin +cmaxr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amin); + +cminh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amax); % c that implies a' = amax +cminr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amax); + +cmaxh = repmat(cmaxh, p.no*p.nt*p.nh*p.nz, 1); +cmaxr = repmat(cmaxr, p.nz, 1); + +cminh = repmat(cminh, p.no*p.nt*p.nh*p.nz, 1); +cminr = repmat(cminr, p.nz, 1); + + +% Terminal value of bequests + +rlh = interest(svbarh(:,1), p); +rlr = interest(svbarr(:,1), p); + +vbarh(:, p.T + 1) = p.pidelta(1)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(1)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma) + ... + p.pidelta(2)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(2)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); + +vbarr(:, p.T + 1) = p.B*(p.wbar + (1 + rlr).*svbarr(:,1)).^(1 - p.sigma)/(1 - p.sigma); + + +for t = p.T : -1 : 1 + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + At = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + [~, ~, ~, ~, vr(:,t)] = solveh(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', At, Y, znow); + + + % Solve discrete choice problem of housing + + At = svh(:,1); + Y = p.lambdat(t)*svh(:,5).*svh(:,6); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat*p.no*p.nt*p.nh, 1)), p.ne, 1); % index of z in (a, omega, theta, h, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.nat*p.no*p.nt, 1)), p.nz*p.ne, 1); % index of h in (a, omega, theta, h, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.nat*p.no, 1)), p.nh*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, z, e) space for owners + + + [~, ~, ~, ~, vh(:,t)] = solveh(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', At, Y, znow, hnow, tnow); + + % We need to interpolate to calculate the expected value before the delta shocks are realized, but after the z,e shocks are realized + + Vhinterp = griddedInterpolant({p.atgrid, (1: 1:p.no*p.nt*p.nh*p.nz*p.ne)'}, reshape(vh(:, t), p.nat, p.no*p.nt*p.nh*p.nz*p.ne), intmeth, 'linear'); + Vrinterp = griddedInterpolant({p.atgrid, (1: 1: p.nz*p.ne)'}, reshape(vr(:, t), p.nat, p.nz*p.ne), intmeth, 'linear'); + + + % Compute expected value and update vbar + + % 1. Step 1: integrate delta shocks by interpolate value of home and rent (which are functions of atilde) + + vhtemp = p.pidelta(1)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(1)*svht(:, 4), ind3h) + p.pidelta(2)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(2)*svht(:, 4), ind3h); + + vrtemp = Vrinterp((1 + interest(svrt(:,1), p)).*svrt(:,1), ind3r); + + % 2. Step 2: integrate income shocks + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh, Fzz}, vhtemp((i - 1)*p.na*p.no*p.nt*p.nh*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nz)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vrtemp((i - 1)*p.na*p.nz + 1 : i*p.na*p.nz)); + + end + +end + + +simulate diff --git a/42/replication_package/model_replication/Main nu 3 Initial Wealth/plot_decisions.m b/42/replication_package/model_replication/Main nu 3 Initial Wealth/plot_decisions.m new file mode 100644 index 0000000000000000000000000000000000000000..02ab927bd8e2d145e7c78ec64609d4d42773f27c --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Initial Wealth/plot_decisions.m @@ -0,0 +1,109 @@ + +close all + +t = 185; + +EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +N = 100; + +oind = p.no; onow = oind*ones(N, 1); + +tind = 5; tnow = tind*ones(N, 1); +hind = 2; hnow = hind*ones(N, 1); +zind = 3; znow = zind*ones(N, 1); + +ind2 = sub2ind([p.no, p.nt, p.nh, p.nz], onow, tnow, hnow, znow); + +state = gridmake(nodeunif(N, 0, 2), p.ogrid(oind), p.tgrid(tind), p.hgrid(hind), p.zgrid(zind)); + +cmin = bisect('savings', 1e-13, 1e5, state(:,1), p, 'h', amax); +cmax = bisect('savings', 1e-13, 1e5, state(:,1), p, 'h', amin); + +C = solve_golden('wfunc', cmin, cmax, state, ind2, EVh, p, 'h'); + +[~, Aprime] = savings(C, state, p, 'h'); + + +figure(1) + +subplot(1, 2, 1) +plot(state(:, 1), C); + +title('consumption', 'Interpreter', 'Latex'); +xlabel('$l$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + +subplot(1, 2, 2) +plot(state(:, 1), Aprime); + +title('$a^{\prime}$', 'Interpreter', 'Latex'); +xlabel('$l$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + + + + +% Housing Choice + +eind = 2; + +state = gridmake(nodeunif(N, amin, 5), p.ogrid(oind), p.tgrid(tind), p.hgrid(hind), p.zgrid(zind), p.egrid(eind)); + +Y = p.lambdat(t)*p.zgrid(zind)*p.egrid(eind); +A = state(:,1); + +[Lall, omegaall, thetaall, hall, v, pall, vall] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', A, Y, znow, hnow, tnow); + + + +figure(2) + +subplot(2, 3, 1) +plot(A, pall); +title('prob. each choice', 'Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + +subplot(2, 3, 2) +plot(A, Lall); +title('liquidity','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + +subplot(2, 3, 3) +plot(A, omegaall); +title('$\omega^{\prime}$','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + +subplot(2, 3, 4) +plot(A, thetaall); +title('$\bar{\theta}^{\prime}$','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + + +subplot(2, 3, 5) +plot(A, hall); +title('$h^{\prime}$','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + + +subplot(2, 3, 6) +plot(A, vall); +title('value','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + diff --git a/42/replication_package/model_replication/Main nu 3 Initial Wealth/plot_decisions_rate.m b/42/replication_package/model_replication/Main nu 3 Initial Wealth/plot_decisions_rate.m new file mode 100644 index 0000000000000000000000000000000000000000..703b309a29407d9602d2c3ad55dc4d13e6e19c9f --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Initial Wealth/plot_decisions_rate.m @@ -0,0 +1,52 @@ + +close all + +% understand value of each option + +t = 75; + +tind = 3; +hind = 5; +rind = 1; +zind = 5; +eind = 2; + +omega = 0.0; + +state = gridmake(nodeunif(100, 0, 3), omega, p.tgrid(tind), p.hgrid(hind), rind, p.zgrid(zind), p.egrid(eind)); + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +ai = state(:,1); +yi = p.lambdat(t)*state(:,6).*state(:,7); + +[li, oi, thi, hi, vi, di, valli] = solveh_rm(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', ai, yi, zind*ones(100, 1), hind*ones(100, 1), tind*ones(100, 1), rind*ones(100, 1)); + +state2 = gridmake(ai + 0.0001, omega, p.tgrid(tind), p.hgrid(hind), rind, p.zgrid(zind), p.egrid(eind)); +ai2 = state2(:,1); + +[~, ~, ~, ~, vi2] = solveh_rm(state2, Whinterp, Wrinterp, p, p.thetay(t), 'h', ai2, yi, zind*ones(100, 1), hind*ones(100, 1), tind*ones(100, 1), rind*ones(100, 1)); + +vprime = (vi2 - vi)./(ai2 - ai); + + + + +figure(3) + +subplot(1, 2, 1) +plot(ai, di); + +title('discrete choice', 'Interpreter', 'Latex'); +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + + +subplot(1, 2, 2) +plot(ai, (valli(:, 1:4) - valli(:, 5))./vprime); + +title('values', 'Interpreter', 'Latex'); +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') diff --git a/42/replication_package/model_replication/Main nu 3 Initial Wealth/rouwenhorst.m b/42/replication_package/model_replication/Main nu 3 Initial Wealth/rouwenhorst.m new file mode 100644 index 0000000000000000000000000000000000000000..b63dcbaa002c4cdc734110fadee1cd5d36526c07 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Initial Wealth/rouwenhorst.m @@ -0,0 +1,29 @@ +%rouwenhorst.m +% +%[zgrid, P] = rouwenhorst(rho, sigma_eps, n) +% +% rho is the 1st order autocorrelation +% sigma_eps is the standard deviation of the error term +% n is the number of points in the discrete approximation +% +% http://www.karenkopecky.net/rouwenhorst.m + +function [zgrid, P] = rouwenhorst(rho,sigma_eps,n) + +mu_eps = 0; + +q = (rho+1)/2; +nu = ((n-1)/(1-rho^2))^(1/2) * sigma_eps; + +P = [q 1-q;1-q q]; + + +for i=2:n-1 + P = q*[P zeros(i,1);zeros(1,i+1)] + (1-q)*[zeros(i,1) P;zeros(1,i+1)] + ... + (1-q)*[zeros(1,i+1); P zeros(i,1)] + q*[zeros(1,i+1); zeros(i,1) P]; + P(2:i,:) = P(2:i,:)/2; +end + +zgrid = linspace(mu_eps/(1-rho)-nu,mu_eps/(1-rho)+nu,n); + + diff --git a/42/replication_package/model_replication/Main nu 3 Initial Wealth/savings.m b/42/replication_package/model_replication/Main nu 3 Initial Wealth/savings.m new file mode 100644 index 0000000000000000000000000000000000000000..a433768aa318702a363a57e6ddfebfcd6a4669ac --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Initial Wealth/savings.m @@ -0,0 +1,23 @@ +function [Dist, Aprime] = savings(C, s, p, type, bnd) + +% gives A' for a given level of consumption + +if strcmp(type, 'h') + + Aprime = s(:,1) + p.phi^(1 + 1/p.gamma).*C.^(-p.sigma/p.gamma) - C; + +else + + Aprime = s(:,1) + p.phi^(1 + 1/p.gamma).*C.^(-p.sigma/p.gamma) - (1 + p.alpha^(1/p.sigma)*p.R^(1 - 1/p.sigma)).*C; + +end + +if nargin == 5 + + Dist = Aprime - bnd; + +else + + Dist = []; + +end \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 Initial Wealth/simulate.m b/42/replication_package/model_replication/Main nu 3 Initial Wealth/simulate.m new file mode 100644 index 0000000000000000000000000000000000000000..5d62daadb0e07c07f008aadbf24e4c2cf366d01e --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Initial Wealth/simulate.m @@ -0,0 +1,857 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +N = 25000; +T = p.T; + +A = zeros(2*N, T + 1); % Liquid Assets +O = zeros(2*N, T + 1); % fraction of loan outstanding +Th = zeros(2*N, T + 1); % initial mortgage size +H = zeros(2*N, T + 1); % house size + +C = zeros(2*N, T); % consumption +L = zeros(2*N, T); % liquidity after making housing choice +D = zeros(2*N, T); % discrete choice: 1 ... 5 +Y = zeros(2*N, T); % income +V = zeros(2*N, T); % value function + +Pall = zeros(2*N, 5, T); +Vall = zeros(2*N, 5, T); + +Mind = zeros(2*N, T + 1); % number of your mortgage (1, 2, 3, ...) +Hind = zeros(2*N, T + 1); % number of your house (1, 2, 3) +Curt = zeros(2*N, T); % indicator for whether curtail mortgage + +A(:, 1) = p.A0; % they all start with some initial wealth + +% First simulate history of shocks to income + +rng(100); + +Z = zeros(2*N, T); +E = zeros(2*N, T); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + +Fzcum = [0; cumsum(Fz)]; % cumulative ergodic for initial conditions +[~, bin] = histc(unif, Fzcum); % bin is the index of initial draw of z + +Z(:,1) = bin; + +unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + +Fecum = [0; cumsum(we)]; % cumulative ergodic for transitory shock +[~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + +E(:,1) = bin; + +Y(:,1) = p.lambdat(1)*p.zgrid(Z(:,1)).*p.egrid(E(:,1)); + + +for t = 2 : T + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Z(:,t-1), :), 2)]; + + Z(:,t) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + E(:,t) = bin; + + Y(:,t) = p.lambdat(t)*p.zgrid(Z(:,t)).*p.egrid(E(:,t)); + +end + +U = rand(2*N, T); % random variable that determines choice probability (adjustment cost) + +Delta = rand(2*N, T); % random variable that determines maintenance shock + +Delta = p.delta(1)*(Delta <= p.pidelta(1)) + p.delta(2)*(Delta > p.pidelta(1)); + + +% period 1 all are renters with 0 wealth + +t = 1; + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +state = (1 + interest(A(:, t), p)).*A(:,t); % others irrelevant here + +[Lall, Oall, Thall, Hall, V(:,t), Pall(:, 1: 3, t), Vall(:, 1 : 3, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'r', state(:,1), Y(:, t), Z(:, t)); + +Pcum = [zeros(2*N, 1), cumsum(Pall(:, 1: 3, t), 2)]; + +unif = rand(2*N, 1); + +D(:, t) = ((unif < Pcum(:, 2:end)).*(unif >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + +ind = sub2ind([2*N, 3], (1 : 1 : 2*N)', D(:,t)); + +L(:, t) = Lall(ind); +O(:, t + 1) = Oall(ind); +Th(:, t + 1) = Thall(ind); +H(:, t + 1) = Hall(ind); + + +% Find consumption + +rent = H(:, t + 1) == 0; + +Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, t), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); +Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, t), p.nl, p.nz), intmeth, 'linear'); + +cmin = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amax); % c that implies a' = amin +cmax = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amin); % c that implies a' = amin + +C(rent, t) = max(min(Crint(L(rent, t), p.zgrid(Z(rent, t))), cmax), cmin); + +[~, A(rent, t+1)] = savings(C(rent,t), L(rent, t), p, 'r'); % none of the other state variables matter + +cmin = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amax); % c that implies a' = amin +cmax = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amin); % c that implies a' = amin + +C(~rent,t) = max(min(Chint(L(~rent, t), O(~rent, t+1), Th(~rent, t+1), H(~rent, t+1), p.zgrid(Z(~rent, t))), cmax), cmin); + +[~, A(~rent, t+1)] = savings(C(~rent,t), L(~rent,t), p, 'h'); + + +Hind(:, t + 1) = D(:, t) > 1; +Mind(:, t + 1) = D(:, t) == 3; + +for t = 2 : T + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + rent = H(:, t) == 0; + + % Renters + + state = (1 + interest(A(rent, t), p)).*A(rent, t); % others don't matter directly + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, V(rent,t), Pall(rent, 1 : 3, t), Vall(rent, 1 : 3, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'r', state(:,1), Y(rent, t), Z(rent, t)); + + Pcum = [zeros(ntemp, 1), cumsum(Pall(rent, 1 : 3, t), 2)]; + + D(rent, t) = ((U(rent, t) < Pcum(:, 2:end)).*(U(rent, t) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', D(rent, t)); + + L(rent, t) = Lall(ind); + O(rent, t + 1) = Oall(ind); + Th(rent, t + 1) = Thall(ind); + H(rent, t + 1) = Hall(ind); + + Hind(rent, t + 1) = Hind(rent, t) + (D(rent, t) > 1); + Mind(rent, t + 1) = Mind(rent, t) + (D(rent, t) == 3); + + % Homeowners + + ntemp = numel(find(~rent)); + + state = [(1 + interest(A(~rent, t), p)).*A(~rent, t) - Delta(~rent, t).*H(~rent, t), O(~rent, t), Th(~rent, t), H(~rent, t)]; % others don't matter directly + + hind = lookup1(p.hgrid, H(~rent, t), 1); + tind = lookup1(p.tgrid, Th(~rent, t), 1); + + [Lall, Oall, Thall, Hall, V(~rent,t), Pall(~rent, :, t), Vall(~rent, :, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', state(:,1), Y(~rent, t), Z(~rent, t), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pall(~rent, :, t), 2)]; + + D(~rent, t) = ((U(~rent, t) < Pcum(:, 2:end)).*(U(~rent, t) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', D(~rent, t)); + + L(~rent, t) = Lall(ind); + O(~rent, t + 1) = Oall(ind); + Th(~rent, t + 1) = Thall(ind); + H(~rent, t + 1) = Hall(ind); + + Hind(~rent, t + 1) = Hind(~rent, t) + (D(~rent, t) == 2 | D(~rent, t) == 3); + Mind(~rent, t + 1) = Mind(~rent, t) + (D(~rent, t) == 3 | D(~rent, t) == 4); + + Curt(~rent, t + 1) = (Curt(~rent, t) == 1 | (O(~rent, t+1) <= (1 + p.rm)*O(~rent, t) - p.mbar - 1e-5)) & (D(~rent, t) == 5) & (O(~rent, t+1) > 0); + + + % Find consumption + + rent = H(:, t + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, t), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, t), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amin); % c that implies a' = amin + + C(rent, t) = max(min(Crint(L(rent, t), p.zgrid(Z(rent, t))), cmax), cmin); + + [~, A(rent, t+1)] = savings(C(rent,t), L(rent, t), p, 'r'); % none of the other state variables matter + + cmin = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amin); % c that implies a' = amin + + C(~rent,t) = max(min(Chint(L(~rent, t), O(~rent, t+1), Th(~rent, t+1), H(~rent, t+1), p.zgrid(Z(~rent, t))), cmax), cmin); + + [~, A(~rent, t+1)] = savings(C(~rent,t), L(~rent,t), p, 'h'); + + +end + +Asave = A; +Osave = O; +Thsave = Th; +Hsave = H; +Csave = C; +Lsave = L; +Dsave = D; +Ysave = Y; +Zsave = Z; +Esave = E; +Vsave = V; +Pallsave = Pall; +Vallsave = Vall; +Usave = U; +Deltasave = Delta; + + +%{ + +figure(2) + +id = 1; + +subplot(2,2,1), plot([C(id, 1 : p.T)', Y(id, 1 : p.T)']); +title('Consumption and Income', 'Interpreter','Latex'); +h = legend('consumption', 'income'); +set(gca, 'ygrid', 'on') +set(h,'Interpreter','latex'); + + +subplot(2,2,2), plot([A(id, 1 : p.T + 1)', H(id, 1 : p.T + 1)'.*(1 - O(id, 1 : p.T + 1)'.*Th(id, 1 : p.T + 1)')]); +title('Wealth', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') +h = legend('liquid', 'illiquid'); +set(h,'Interpreter','latex'); + +subplot(2,2,3), plot([H(id, 2 : p.T + 1)', (p.R/p.alpha)^(-1/p.sigma)*C(id, :)']) +title('Housing', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +subplot(2,2,4), plot(O(id, 1 : p.T + 1)'.*Th(id, 1 : p.T + 1)') +title('LTV', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + + + +figure(3) + +subplot(2,2,1), plot([mean(C(:, 1 : p.T))', mean(Y(:, 1 : p.T))']); +title('Consumption and Income', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +legend('consumption', 'income') +set(gca, 'ygrid', 'on') + +subplot(2,2,2), plot([mean(A)', mean(H.*(1 - Th.*O))']); +title('Wealth', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') +h = legend('liquid', 'illiquid'); +set(h,'Interpreter','latex'); + +subplot(2,2,3), plot([mean(H)']); +title('Housing Stock', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +subplot(2,2,4), plot([mean(Th.*H.*O)'./mean(H)']); +title('LTV', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +%} + +W = A + H.*(1 - Th.*O); +Debt = H.*Th.*O; +Yh = p.phi^(1 + 1/p.gamma)*C.^(-p.sigma/p.gamma); % home production +Rent = p.R*(p.R/p.alpha)^(-1/p.sigma)*C.*(H(:, 2:end) == 0); + + +% LTVtilde = zeros(size(Debttilde)); +% LTVtilde(H > 0) = Debttilde(H>0)./H(H>0); + +thetagrid = lookup1(p.tgrid, Th(:, 2:end), 1); +htemp = H(:, 2: end); + +% PTItilde = p.mbar*Debttilde(:, 2:end)./Y; + +newloan = D == 3 | D == 4; +LTVbinds = Th(:, 2:end) == p.thetam & newloan; + +PTIuncon = zeros(2*N, T); + +uncon = newloan & thetagrid < 5; + +PTIuncon(uncon) = p.mbar*p.tgrid(thetagrid(uncon) + 1).*htemp(uncon)./Y(uncon); + +PTIbinds = PTIuncon > p.thetay' & ~LTVbinds; + +fractatLTV = mean(LTVbinds(newloan)); +fractatPTI = mean(PTIbinds(newloan)); +%{ + +fprintf('\n') +fprintf('Fraction constrained by: 1. LTV, 2. PTI, 3. unconst = %9.2f %9.2f %9.2f\n', [fractatLTV, fractatPTI, 1 - fractatLTV - fractatPTI]); +fprintf('\n') + + +% Check aggregate resource constraint +% transaction costs: + +Debttilde = zeros(2*N, T + 1); +Debttilde(H > 0) = (Debt(H > 0) - p.F0m)./(1 + p.F1m); + + +Ftrans = (H(:, 1 : end - 1) == 0).*(D == 3).*(p.F0m + p.F1m*Debttilde(:, 2:end)) + ... % mortgage origination cost for renters + (H(:, 1 : end - 1) > 0).*(D <= 3).*(p.Fs*H(:, 1 : end - 1)) + ... % house selling costs for homeowners + (H(:, 1 : end - 1) > 0).*(D == 3 | D == 4).*(p.F0m + p.F1m*Debttilde(:, 2:end)); % mortgage origination cost for homeowners + +t = 1:T; + +rl = interest(A(:, t), p); + +err_agg = norm(vec(C(:,t) + H(:, t+1) + A(:, t+1) + (1 + p.rm)*Debt(:, t) + Rent(:,t) - Yh(:,t) - Y(:,t) - (1 + rl).*A(:, t) - H(:, t).*(1 - Delta(:,t)) - Debt(:, t+1) + Ftrans(:,t))); + +fprintf('Err in Agg Resource Constr = %9.2e \n', err_agg); +%} + +fsell = mean(vec(D <= 3 & H(:, 1 : end-1) > 0))/ mean(vec(H(:, 1 : end-1) > 0))*4; +fmortg = mean(vec(Th(:,1:end-1).*O(:,1:end-1) > 0 & H(:, 1 : end-1) > 0)) / mean(vec(H(:, 1 : end-1) > 0)); + +agewealthratio = mean(vec(W(:, 41*4 + 1 : end))) / mean(vec(W(:, 2 : 41*4))); + +reqpayment = p.mbar*Th(:, 1:end - 1).*H(:, 1:end - 1).*(O(:, 1:end - 1) > 0).*(D == 5); +actpayment = ((1 + p.rm)*Debt(:, 1 : end - 1) - Debt(:, 2 : end)).*(D == 5); + +fcurtail = sum(vec(D == 5) & vec(O(:, 1:end-1) > 0) & vec(Curt(:, 1:end - 1) > 0))/sum(vec(D == 5) & vec(O(:, 1:end-1) > 0)); + +PTI = reqpayment(reqpayment > 0)./Y(reqpayment > 0); + +HY = H(:, 2:end)./Y/4; + +Age = zeros(2*N, T); % mortgage age + +for t = 2 : T + + Age(:,t) = (Age(:,t-1) + 1/4).*(Age(:,t-1) > 0 & D(:,t) == 5) + 1/4.*(D(:,t) == 3 | D(:,t) == 4); + +end + +Age = Age - 1/4; + +Age = floor(Age); + +LTV = O.*Th; + + +% Let's compute refinance statistics the way Denis did in PSID data (imagine we track people every 2 years) + + +dates = 5 : 8 : p.T; % interview dates: Jan 1 1999, Jan 1 2001, Jan 1 2003 ... + +Ya = zeros(2*N, numel(dates) - 1); % annual income: 1998, 2000, 2002 +Ra = zeros(2*N, numel(dates) - 1); % refinance between 1998-2000, 2000-2002 ... +Na = zeros(2*N, numel(dates) - 1); % eligible to be counted as refinancer +Aa = zeros(2*N, numel(dates) - 1); % liquid assets at the time of the interview +Ha = zeros(2*N, numel(dates) - 1); % house value at interview +LTVa = zeros(2*N, numel(dates) - 1); % LTV at interview +dLTVa = zeros(2*N, numel(dates) - 1); % change in LTV + +for i = 1 : numel(dates) - 1 + +Ya(:, i) = sum(Y(:, dates(i) - 4 : 1 : dates(i) - 1), 2); + +Ra(:, i) = LTV(:, dates(i + 1)) > 1.05*LTV(:, dates(i)) & Hind(:, dates(i+1)) == Hind(:, dates(i)) & LTV(:, dates(i)) > 0 & H(:, dates(i)) > 0; +Na(:, i) = Hind(:, dates(i+1)) == Hind(:, dates(i)) & LTV(:, dates(i)) > 0 & H(:, dates(i)) > 0; + +Aa(:, i) = A(:, dates(i)); +Ha(:, i) = H(:, dates(i)); +LTVa(:, i) = LTV(:, dates(i)); +dLTVa(:, i) = LTV(:, dates(i + 1)) - LTV(:, dates(i)); + + +end + +AYa = Aa./Ya; +AWa = Aa./(Aa + (1 - LTVa).*Ha); +AWa(isnan(AWa)) = 0; + + +fextract = sum(Ra(:) > 0 & Na(:) > 0)/sum(Na(:) > 0); +medextract = median(dLTVa(Ra(:) > 0 & Na(:) > 0)./LTVa(Ra(:) > 0 & Na(:) > 0)); +meanextract = mean(dLTVa(Ra(:) > 0 & Na(:) > 0)./LTVa(Ra(:) > 0 & Na(:) > 0)); +meddLTV = median(dLTVa(Ra(:) > 0 & Na(:) > 0)); +meandLTV = mean(dLTVa(Ra(:) > 0 & Na(:) > 0)); + +AWrefimean = mean(AWa(Ra == 1 & Na == 1)); +AWinacmean = mean(AWa(Ra == 0 & Na == 1)); +AYrefimean = mean(AYa(Ra == 1 & Na == 1)); +AYinacmean = mean(AYa(Ra == 0 & Na == 1)); + + +AWrefimed = median(AWa(Ra == 1 & Na == 1)); +AWinacmed = median(AWa(Ra == 0 & Na == 1)); +AYrefimed = median(AYa(Ra == 1 & Na == 1)); +AYinacmed = median(AYa(Ra == 0 & Na == 1)); + + + + +LTV = LTV(:, 2:end); + + +moment_model = zeros(57, 1); + +moment_model(1) = mean(vec(H(:, 2 : end) > 0)); +moment_model(2) = mean(vec(W(:, 2 : end))) /mean(vec(Y))/4; +moment_model(3) = mean(vec(H(:, 2 : end))) /mean(vec(Y))/4; +moment_model(4) = mean(vec(Debt(:, 2 : end))) /mean(vec(Y))/4; +moment_model(5) = mean(vec(A(:, 2 : end))) /mean(vec(Y))/4; +moment_model(6) = median(vec(A(:, 2 : end))) /mean(vec(Y))/4; + +moment_model(7) = mean(A(H > 0)) /mean(vec(Y))/4; +moment_model(8) = median(A(H > 0)) /mean(vec(Y))/4; + +moment_model(9) = mean(vec(A(:,2:end) <= 0)); +moment_model(10) = mean(vec(A(:,2:end) <= 4/26*Y)); % HTM with liquid assets < 2 weeks +moment_model(11) = sum(vec(A(:,2:end) <= 0) & vec(H(:, 2:end) > 0))/sum(vec(H(:, 2:end) > 0)); +moment_model(12) = sum(vec(A(:,2:end) <= 4/26*Y) & vec(H(:, 2:end) > 0))/sum(vec(H(:, 2:end) > 0)); + +moment_model(13) = fextract; +moment_model(14) = mean(vec(Yh))/mean(vec(C)); +moment_model(15) = agewealthratio; + +moment_model(16) = fcurtail; +moment_model(17) = fsell; +moment_model(18) = fmortg; +moment_model(19) = medextract; +moment_model(20) = meddLTV; + + +moment_model(21 : 25) = prctile(vec(A(:, 2 : end)), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(26 : 30) = prctile(A(H == 0), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(31 : 35) = prctile(A(H > 0), [10; 25; 50; 75; 90])/mean(vec(Y))/4; + +hpgrowth = 0.00; + +moment_model(36 : 40) = prctile(LTV(LTV > 0)./(1 + hpgrowth).^(Age(LTV > 0) - 1), [10; 25; 50; 75; 90]); + + +moment_model(41 : 45) = prctile((1 - Th(H > 0).*O(H > 0)).*H(H > 0)./W(H > 0), [10; 25; 50; 75; 90]); +moment_model(46 : 50) = prctile(vec(W(:,2:end)), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(51 : 55) = prctile(PTI, [10; 25; 50; 75; 90]); +moment_model(56 : 60) = prctile(HY(HY > 0), [10; 25; 50; 75; 90]); +moment_model(61 : 65) = prctile(Age(Age >=0 & LTV > 0), [10; 25; 50; 75; 90]); + +moment_model(66) = AWrefimean; +moment_model(67) = AWinacmean; +moment_model(68) = AYrefimean; +moment_model(69) = AYinacmean; +moment_model(70) = AWrefimed; +moment_model(71) = AWinacmed; +moment_model(72) = AYrefimed; +moment_model(73) = AYinacmed; + +date = 1 : 23; + +moment_model(74) = mean(vec(W(:, date + 1)))/mean(vec(W(:))); % average wealth 25-30 to average wealth overall + + +moment_data = [0.64; 1.45; 1.82; 0.83; 0.46; 0.07; 0.53; 0.15; 0.26; 0.41; 0.20; 0.32; 0.15; 0.23; 2.00; 0.22; 0.044; 0.71; 0.24; 0.11; + -0.04; 0; 0.07; 0.48; 1.50; -0.05; 0; 0.01; 0.15; 1; -0.04; 0.01; 0.15; 0.68; 1.69; + 0.18; 0.39; 0.62; 0.77; 0.88; 0.36; 0.64; 0.87; 0.99; 1.04; 0; 0.04; 0.73; 2.34; 3.94; + 0.05; 0.08; 0.11; 0.17; 0.24; 1.02; 1.62; 2.48; 3.78; 6.43; 0; 1; 3; 6; 10; + 0.09; 0.21; 0.34; 1.39; 0.04; 0.16; 0.03; 0.18; 0.46]; + + +if printr +fprintf('\n') +fprintf('\n') +fprintf('Homeownership Rate = %9.2f %9.2f\n', [moment_model(1), moment_data(1)]); +fprintf('Aggregate Wealth to Income = %9.2f %9.2f\n', [moment_model(2), moment_data(2)]); +fprintf('Aggregate Housing to Income = %9.2f %9.2f\n', [moment_model(3), moment_data(3)]); +fprintf('Aggregate Debt to Income = %9.2f %9.2f\n', [moment_model(4), moment_data(4)]); + +fprintf('\n') +fprintf('Aggregate Liquid assets to Income = %9.2f %9.2f\n', [moment_model(5), moment_data(5)]); +fprintf('Median Liquid assets to Income = %9.2f %9.2f\n', [moment_model(6), moment_data(6)]); +fprintf('Mean Liquid assets to Income Owners = %9.2f %9.2f\n', [moment_model(7), moment_data(7)]); +fprintf('Median Liquid assets to Income Owners = %9.2f %9.2f\n', [moment_model(8), moment_data(8)]); + +fprintf('\n') +fprintf('Fraction HTM (A <= 0) = %9.2f %9.2f\n', [moment_model(9), moment_data(9)]); +fprintf('Fraction HTM (A <= 1/26 income) = %9.2f %9.2f\n', [moment_model(10), moment_data(10)]); +fprintf('Fraction HTM (A <= 0) Owners = %9.2f %9.2f\n', [moment_model(11), moment_data(11)]); +fprintf('Fraction HTM (A <= 1/26 income) Owners = %9.2f %9.2f\n', [moment_model(12), moment_data(12)]); + +fprintf('\n') + +fprintf('Fraction of Borrowers who extract last 2 years = %9.2f %9.2f\n', [moment_model(13), moment_data(13)]); +fprintf('Non-Market Production to Consumption = %9.2f %9.2f\n', [moment_model(14), moment_data(14)]); +fprintf('Mean wealth retirees / workers = %9.2f %9.2f\n', [moment_model(15), moment_data(15)]); +fprintf('Average Wealth 25-30 to average wealth all = %9.2f %9.2f\n', [moment_model(74), moment_data(74)]); + +fprintf('\n') +fprintf('\n') + +fprintf('\n') +fprintf('Fraction of Borrowers Ahead on Payments = %9.2f %9.2f\n', [moment_model(16), moment_data(16)]); +fprintf('Fraction of Homeowners who sell = %9.2f %9.2f\n', [moment_model(17), moment_data(17)]); +fprintf('Fraction of Homeowners with mortgage = %9.2f %9.2f\n', [moment_model(18), moment_data(18)]); +fprintf('Median increase in balance extract = %9.2f %9.2f\n', [moment_model(19), moment_data(19)]); +fprintf('Median increase in LTV extract = %9.2f %9.2f\n', [moment_model(20), moment_data(20)]); + +fprintf('\n') + +fprintf('10 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(21), moment_data(21)]); +fprintf('25 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(22), moment_data(22)]); +fprintf('50 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(23), moment_data(23)]); +fprintf('75 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(24), moment_data(24)]); +fprintf('90 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(25), moment_data(25)]); +fprintf('\n') +fprintf('10 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(26), moment_data(26)]); +fprintf('25 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(27), moment_data(27)]); +fprintf('50 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(28), moment_data(28)]); +fprintf('75 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(29), moment_data(29)]); +fprintf('90 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(30), moment_data(30)]); +fprintf('\n') +fprintf('10 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(31), moment_data(31)]); +fprintf('25 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(32), moment_data(32)]); +fprintf('50 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(33), moment_data(33)]); +fprintf('75 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(34), moment_data(34)]); +fprintf('90 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(35), moment_data(35)]); + + +fprintf('\n') + +fprintf('10 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(36), moment_data(36)]); +fprintf('25 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(37), moment_data(37)]); +fprintf('50 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(38), moment_data(38)]); +fprintf('75 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(39), moment_data(39)]); +fprintf('90 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(40), moment_data(40)]); +fprintf('\n') +fprintf('10 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(41), moment_data(41)]); +fprintf('25 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(42), moment_data(42)]); +fprintf('50 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(43), moment_data(43)]); +fprintf('75 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(44), moment_data(44)]); +fprintf('90 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(45), moment_data(45)]); +fprintf('\n') +fprintf('10 pctile Wealth = %9.2f %9.2f\n', [moment_model(46), moment_data(46)]); +fprintf('25 pctile Wealth = %9.2f %9.2f\n', [moment_model(47), moment_data(47)]); +fprintf('50 pctile Wealth = %9.2f %9.2f\n', [moment_model(48), moment_data(48)]); +fprintf('75 pctile Wealth = %9.2f %9.2f\n', [moment_model(49), moment_data(49)]); +fprintf('90 pctile Wealth = %9.2f %9.2f\n', [moment_model(50), moment_data(50)]); +fprintf('\n') +fprintf('10 pctile PTI = %9.2f %9.2f\n', [moment_model(51), moment_data(51)]); +fprintf('25 pctile PTI = %9.2f %9.2f\n', [moment_model(52), moment_data(52)]); +fprintf('50 pctile PTI = %9.2f %9.2f\n', [moment_model(53), moment_data(53)]); +fprintf('75 pctile PTI = %9.2f %9.2f\n', [moment_model(54), moment_data(54)]); +fprintf('90 pctile PTI = %9.2f %9.2f\n', [moment_model(55), moment_data(55)]); +fprintf('\n') +fprintf('10 pctile housing to income = %9.2f %9.2f\n', [moment_model(56), moment_data(56)]); +fprintf('25 pctile housing to income = %9.2f %9.2f\n', [moment_model(57), moment_data(57)]); +fprintf('50 pctile housing to income = %9.2f %9.2f\n', [moment_model(58), moment_data(58)]); +fprintf('75 pctile housing to income = %9.2f %9.2f\n', [moment_model(59), moment_data(59)]); +fprintf('90 pctile housing to income = %9.2f %9.2f\n', [moment_model(60), moment_data(60)]); +fprintf('\n') +fprintf('10 pctile mortgage age = %9.0f %9.0f\n', [moment_model(61), moment_data(61)]); +fprintf('25 pctile mortgage age = %9.0f %9.0f\n', [moment_model(62), moment_data(62)]); +fprintf('50 pctile mortgage age = %9.0f %9.0f\n', [moment_model(63), moment_data(63)]); +fprintf('75 pctile mortgage age = %9.0f %9.0f\n', [moment_model(64), moment_data(64)]); +fprintf('90 pctile mortgage age = %9.0f %9.0f\n', [moment_model(65), moment_data(65)]); +fprintf('\n') +fprintf(' Mean Liquid Assets to Wealth: Refi = %9.2f %9.2f\n', [moment_model(66), moment_data(66)]); +fprintf(' Mean Liquid Assets to Wealth: Dont = %9.2f %9.2f\n', [moment_model(67), moment_data(67)]); +%fprintf(' Mean Liquid Assets to Income: Refi = %9.2f %9.2f\n', [moment_model(68), moment_data(68)]); +%fprintf(' Mean Liquid Assets to Income: Dont = %9.2f %9.2f\n', [moment_model(69), moment_data(69)]); +fprintf('Median Liquid Assets to Wealth: Refi = %9.2f %9.2f\n', [moment_model(70), moment_data(70)]); +fprintf('Median Liquid Assets to Wealth: Dont = %9.2f %9.2f\n', [moment_model(71), moment_data(71)]); +%fprintf('Median Liquid Assets to Income: Refi = %9.2f %9.2f\n', [moment_model(72), moment_data(72)]); +%fprintf('Median Liquid Assets to Income: Dont = %9.2f %9.2f\n', [moment_model(73), moment_data(73)]); + +% Calculate life time value + +Hs = H(:, 2 : p.T + 1).*(H(:, 2 : p.T + 1) > 0) + (p.R/p.alpha)^(-1/p.sigma)*C.*(H(:, 2 : p.T + 1) == 0); + +U = C.^(1 - p.sigma)/(1 - p.sigma) + p.alpha*Hs.^(1 - p.sigma)/(1 - p.sigma) - p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*C.^(-p.sigma*(1 + 1/p.gamma)); + +rl = 1./(1 + exp(-p.r1*(A(:,p.T+1) - p.r2)))*(p.rh - p.rl) + p.rl; + +V = sum(p.beta.^(0 : 1 : p.T - 1).*U, 2) + p.beta^p.T*p.B*(p.wbar + (1 + p.rl)*A(:,p.T+1) + (1 - p.Fs - (1 + p.rm)*O(:,p.T+1).*Th(:,p.T+1)).*H(:,p.T+1)).^(1 - p.sigma)/(1 - p.sigma); + +V = ((1 - p.sigma)*(1 - p.beta)/(1 - p.beta^p.T)*mean(V))^(1/(1 - p.sigma)); + +fprintf('\n') +fprintf('Life Time Value, CEV = %9.4f \n', V); + +end + +weights = zeros(numel(moment_data), 1); + +weights(1) = 10; +weights(2 : 8) = 1; +weights(5 : 6) = 10; % mean/median liquid assets +weights(10) = 1; +weights(12) = 1; +weights(13) = 20; +weights(14:15) = 1; +weights(35) = 1; +weights(74) = 1; + + +weights = weights/sum(weights); + +err_mom = (moment_model - moment_data)./(1 + moment_data); +err_mom = (weights'*err_mom.^2).^(1/2); + +if exist('x', 'var') + + fprintf('%5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f \n', [x(:)', err_mom]); + +else + +fprintf('\n'); +fprintf('value of objective = %5.6f \n', err_mom); +fprintf('\n'); + +end + + + +if 0 % plot life-cycle facts + + Hage = zeros(12, 1); + Wage = zeros(12, 1); + Yage = zeros(12, 1); + Dage = zeros(12, 1); + Hown = zeros(12, 1); + + for i = 1 : 12 + + Hage(i) = mean(vec(H(:, 1 + (i - 1)*20 + 1 : i*20))); % end of period + Wage(i) = mean(vec(W(:, 1 + (i - 1)*20 + 1 : i*20))); + Yage(i) = mean(vec(Y(:, (i - 1)*20 + 1 : i*20)))*4; + Dage(i) = mean(vec(Debt(:, 1 + (i - 1)*20 + 1 : i*20))); + Hown(i) = mean(vec(H(:, 1 + (i - 1)*20 + 1 : i*20)) > 0); % end of period + + end + + Hagedata = [1.1087; 1.4087; 1.4763; 1.9266; 2.0235; 2.4097; 2.4357; 2.1536; 2.1235; 2.2089; 1.9586; 1.6400]; + Wagedata = [0.6662; 0.8185; 0.8671; 1.2850; 1.4026; 1.7998; 2.0514; 2.1628; 2.2489; 2.6734; 2.6458; 2.4242]; + Dagedata = [0.7153; 0.9609; 0.9500; 1.0210; 1.0908; 1.0429; 0.8714; 0.6650; 0.5929; 0.2739; 0.1116; 0.1019]; + Yagedata = [0.9588; 0.9789; 1.0230; 1.0682; 1.0930; 1.2830; 1.0935; 0.9195; 0.9010; 0.6512; 0.6091; 0.7702]; + Howndata = [0.4356; 0.5431; 0.5885; 0.6722; 0.7182; 0.7263; 0.7440; 0.7515; 0.7414; 0.7682; 0.7021; 0.5275]; + + Aage = Wage - (Hage - Dage); + Aagedata = Wagedata - (Hagedata - Dagedata); + + close all + + figure(1) + + set(gcf,'DefaultLineLineWidth', 3); + subplot(2,2,1); + plot((27.5:5:82.5)', [Yagedata/mean(Yagedata), Yage/mean(Yage)]); + set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) + set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') + xlabel('age', 'Interpreter','latex'); + title('A. Income', 'Interpreter','latex'); + xlim([25, 85]); + + subplot(2,2,2); + plot((27.5:5:82.5)', [Wagedata./Yagedata, Wage./Yage]); + set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) + set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') + xlabel('age', 'Interpreter','latex'); + title('B. Wealth to Income', 'Interpreter','latex'); + xlim([25, 85]); + + subplot(2,2,3); + plot((27.5:5:82.5)', [Hagedata./Yagedata, Hage./Yage]); + set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) + set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') + xlabel('age', 'Interpreter','latex'); + title('C. Housing to Income', 'Interpreter','latex'); + xlim([25, 85]); + + subplot(2,2,4); + plot((27.5:5:82.5)', [(Hagedata - Dagedata)./Yagedata, (Hage - Dage)./Yage]); + set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) + set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') + xlabel('age', 'Interpreter','latex'); + title('D. Housing Wealth to Income', 'Interpreter','latex'); + xlim([25, 85]); + + figure(2) + + set(gcf,'DefaultLineLineWidth', 3); + subplot(2,2,1); + plot((27.5:5:82.5)', [Howndata, Hown]); + set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) + set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') + xlabel('age', 'Interpreter','latex'); + title('Homeownership Rate', 'Interpreter','latex'); + xlim([25, 85]); + + + +% Compute cross-section statistics by age and income + +%{ +% age < 45: (time <= 79) + +date = 1 : 79; + +own = H(:, date + 1) > 0; % homeowner status at end of period + +sel = Y(:, date) < prctile(vec(Y(:, date)), 100/3); +h11 = mean(own(sel)); + +sel = Y(:, date) < prctile(vec(Y(:, date)), 200/3) & Y(:, date) >= prctile(vec(Y(:, date)), 100/3); +h12 = mean(own(sel)); + +sel = Y(:, date) >= prctile(vec(Y(:, date)), 200/3); +h13 = mean(own(sel)); + + +% age >= 45 & age < 65 (time >= 80 & time <= 159) + +date = 80 : 159; + +own = H(:, date + 1) > 0; % homeowner status at end of period + +sel = Y(:, date) < prctile(vec(Y(:, date)), 100/3); +h21 = mean(own(sel)); + +sel = Y(:, date) < prctile(vec(Y(:, date)), 200/3) & Y(:, date) >= prctile(vec(Y(:, date)), 100/3); +h22 = mean(own(sel)); + +sel = Y(:, date) >= prctile(vec(Y(:, date)), 200/3); +h23 = mean(own(sel)); + + +% age >= 65 (time >= 160 & time <=244) + +date = 160 : 244; + +own = H(:, date + 1) > 0; % homeowner status at end of period + +sel = Y(:, date) < prctile(vec(Y(:, date)), 100/3); +h31 = mean(own(sel)); + +sel = Y(:, date) < prctile(vec(Y(:, date)), 200/3) & Y(:, date) >= prctile(vec(Y(:, date)), 100/3); +h32 = mean(own(sel)); + +sel = Y(:, date) >= prctile(vec(Y(:, date)), 200/3); +h33 = mean(own(sel)); + +%} + +% unconditionally, by income + +date = 1 : 244; + +own = H(:, date + 1) > 0; % homeowner status at end of period + +sel = Y(:, date) < prctile(vec(Y(:, date)), 100/3); +h1 = mean(own(sel)); + +sel = Y(:, date) < prctile(vec(Y(:, date)), 200/3) & Y(:, date) >= prctile(vec(Y(:, date)), 100/3); +h2 = mean(own(sel)); + +sel = Y(:, date) >= prctile(vec(Y(:, date)), 200/3); +h3 = mean(own(sel)); + + +hydata = [0.5020837; 0.6760808; 0.7466637]; + +figure(2) + +subplot(1, 2, 1); +set(gcf,'DefaultLineLineWidth', 3); + +bar([1; 2; 3], [hydata, [h1; h2; h3]]) + +set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) +set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') +xlabel('income', 'Interpreter','latex'); +title('Homeownership Rate', 'Interpreter','latex'); + + +% Unconditionally, by age + +% age < 45: (time <= 79) + +date = 1 : 79; + +own = H(:, date + 1) > 0; % homeowner status at end of period + +h1 = mean(own(:)); + + +% age >= 45 & age < 65 (time >= 80 & time <= 159) + +date = 80 : 159; + +own = H(:, date + 1) > 0; % homeowner status at end of period + +h2 = mean(own(:)); + + +% age >= 65 (time >= 160 & time <=244) + +date = 160 : 244; + +own = H(:, date + 1) > 0; % homeowner status at end of period + +h3 = mean(own(:)); + + +data = [0.38252 + 0.621366 + 0.669653 + 0.57441 + 0.766506 + 0.829845 + 0.601172 + 0.746819 + 0.775795]; + +hadata = [mean(data(1:3)); mean(data(4:6)); mean(data(7:9))]; + +subplot(1, 2, 2); +set(gcf,'DefaultLineLineWidth', 3); + +bar([1; 2; 3], [hadata, [h1; h2; h3]]) + +set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) +set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') +xlabel('age', 'Interpreter','latex'); +title('Homeownership Rate', 'Interpreter','latex'); + +end diff --git a/42/replication_package/model_replication/Main nu 3 Initial Wealth/simulate_ganong.m b/42/replication_package/model_replication/Main nu 3 Initial Wealth/simulate_ganong.m new file mode 100644 index 0000000000000000000000000000000000000000..0a4883c77b7b67817a8a39f06fd8b557e6c2c384 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Initial Wealth/simulate_ganong.m @@ -0,0 +1,608 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 5; + +% Without intervention + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:, 1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:, 1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); +Rt = zeros(S, 1); +MPRt = zeros(S, 1); % Beraja-Hurst propensity to refinance: amount of newly refinanced mortgages / outstanding stock of all existing mortgages +Emt = zeros(S, 1); % median equity (1 - LTV) for borrowers + + + +for time = 1 : S + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + Rt(time) = mean(vec(Dsim(:, :, time) == 4 & Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0))/mean(vec(Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0)); + +end + + +% With intervention + +start_new; + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = zeros(2*N, T, S); + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +Rcsim = zeros(2*N, T, S + 1); + +Rcsim(:, :, 1 : 2) = 1; + +Ocsim(:, :, 2) = Osim(:,:,2); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + + rent = Hcsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time), Rcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + rind = state(:, 5); % made this state variable an index (1, 2), or else doesn't respect monotonicity + + ntemp = numel(find(~rent)); + + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind, rind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + inactive = Dcsim(:, initage, time) == 5; + + Rcsim(:, initage, time + 1) = Rcsim(:, initage, time).*inactive + p.nr.*(1 - inactive); + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nr, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), Rcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Yct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); +Rct = zeros(S, 1); + +for time = 1 : S + + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)).*Hcsim(:, :, time))); + Rct(time) = mean(vec(Dcsim(:, :, time) == 4 & Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0))/mean(vec(Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0)); + +end + + + + +% Next, simulate Ganong-Noel Experiment + + +Agsim = Asim; +Ogsim = Osim; +Thgsim = Thsim; +Hgsim = Hsim; + +Cgsim = Csim; +Lgsim = Lsim; +Dgsim = Dsim; + +Vgsim = zeros(2*N, T, S); + +Pallgsim = Pallsim; +Vallgsim = Vallsim; + +Rgsim = zeros(2*N, T, S + 1); + +Rgsim(:, :, 1 : 2) = 1; + +time = 2; + + +if experiment >= 2 + + Thgsim(:, :, time) = Thsim(:, :, time); + Ogsim(:, :, time) = min(Osim(:, :, time) + 0.056978./Thsim(:, :, time), 1).*(Hsim(:, :, time) > 0 & Osim(:, :, time) > 0 & Thsim(:, :, time) > 0); % only for borrowers % make change a fixed fraction of value of their homes + +end + +% Select these if want to introduce liquidity injection after interest rate change + +if experiment == 1 + + Thgsim(:, :, time) = Thsim(:, :, time).*(Thsim(:, :,time) > 0 & Hsim(:,:,time) > 0) + p.tgrid(end).*(Thsim(:, :,time) == 0 & Hsim(:,:,time) > 0); + Ogsim(:, :, time) = min(Osim(:, :, time) + 0.01/(1 + p.rm0)./Thgsim(:, :, time), 1).*(Hsim(:, :, time) > 0); % make change a fixed fraction of value of their homes + +end + +Transfer = (1 + p.rm0)*(Ogsim(:, :, time).*Thgsim(:, :, time) - Osim(:, :, time).*Thsim(:, :, time)).*Hsim(:, :, time); + +RHS = (1 + interest(Asim(:, :, time), p)).*Asim(:, :, time) + Transfer; + +data = [RHS(:)./(1 + p.rh), RHS(:)./(1 + p.rl)]; + + +Agsim(:, :, time) = reshape(bisect('findtransfer', min(data, [], 2) - 0.1, max(data, [], 2) + 0.1, RHS(:), p), 2*N, T); + + +if experiment == 3 % forgive principal, Column B + + Ogsim(:, :, time) = Osim(:, :, time); + Thgsim(:, :, time) = Thsim(:, :, time); + +end + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + + rent = Hgsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Agsim(rent, initage, time), p)).*Agsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vgsim(rent, initage, time), Pallgsim(rent, 1 : 3, initage, time), Vallgsim(rent, 1 : 3, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallgsim(rent, 1 : 3, initage, time), 2)]; + + + Dgsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dgsim(rent, initage, time)); + + Lgsim(rent, initage, time) = Lall(ind); + Ogsim(rent, initage, time + 1) = Oall(ind); + Thgsim(rent, initage, time + 1) = Thall(ind); + Hgsim(rent, initage, time + 1) = Hall(ind); + + + % Homeowners + + Attemp = (1 + interest(Agsim(~rent, initage, time), p)).*Agsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hgsim(~rent, initage, time); + + state = [Attemp, Ogsim(~rent, initage, time), Thgsim(~rent, initage, time), Hgsim(~rent, initage, time), Rgsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + rind = state(:, 5); % made this state variable an index (1, 2), or else doesn't respect monotonicity + + ntemp = numel(find(~rent)); + + + [Lall, Oall, Thall, Hall, Vgsim(~rent, initage, time), Pallgsim(~rent, :, initage, time), Vallgsim(~rent, :, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind, rind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallgsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dgsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dgsim(~rent, initage, time)); + + Lgsim(~rent, initage, time) = Lall(ind); + Ogsim(~rent, initage, time + 1) = Oall(ind); + Thgsim(~rent, initage, time + 1) = Thall(ind); + Hgsim(~rent, initage, time + 1) = Hall(ind); + + + inactive = Dgsim(:, initage, time) == 5; + + Rgsim(:, initage, time + 1) = Rgsim(:, initage, time).*inactive + p.nr.*(1 - inactive); + + + % Find consumption + + rent = Hgsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nr, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lgsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lgsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Cgsim(rent, initage, time) = max(min(Crint(Lgsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Agsim(rent, initage, time + 1)] = savings(Cgsim(rent, initage, time), Lgsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lgsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lgsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Cgsim(~rent, initage, time) = max(min(Chint(Lgsim(~rent, initage, time), Ogsim(~rent,initage, time + 1), Thgsim(~rent,initage, time + 1), Hgsim(~rent,initage, time + 1), Rgsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Agsim(~rent, initage, time + 1)] = savings(Cgsim(~rent, initage, time), Lgsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + if age == T + + Agsim(:, initage, time + 1) = 0; + Ogsim(:, initage, time + 1) = 0; + Thgsim(:, initage, time + 1) = 0; + Hgsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cgt = zeros(S, 1); +Ygt = zeros(S, 1); +Agt = zeros(S, 1); +Hgt = zeros(S, 1); +Dgt = zeros(S, 1); +Rgt = zeros(S, 1); + + +for time = 1 : S + + Cgt(time) = mean(vec(Cgsim(:, :, time))); + Hgt(time) = mean(vec(Hgsim(:, :, time))); + Agt(time) = mean(vec(Agsim(:, :, time))); + Dgt(time) = mean(vec(Ogsim(:, :, time).*Thgsim(:, :, time).*p.Pgrid(Rgsim(:,:,time)).*Hgsim(:, :, time))); + Rgt(time) = mean(vec(Dgsim(:, :, time) == 4 & Hgsim(:, :, time) > 0 & Ogsim(:, :, time).*Thgsim(:, :, time) > 0))/mean(vec(Hgsim(:, :, time) > 0 & Ogsim(:, :, time).*Thgsim(:, :, time) > 0)); + +end + +Vnew = reshape(Vgsim(:, :, 2), 2*N*T, 1); +Vold = reshape(Vcsim(:, :, 2), 2*N*T, 1); +UCold = reshape(Ccsim(:, :, 2).^(- p.sigma), 2*N*T, 1); +Tran = reshape(Transfer, 2*N*T, 1); + +ind = Tran > 0; + +gains = max(min((Vnew(ind) - Vold(ind))./Transfer(ind)./UCold(ind), 1), 0); % small fraction due to interpolation error + + +PTI = p.mbar0*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + +LTV = Osim(:, :, time).*Thsim(:, :, time)/dP; + +sel = LTV > 0.95; +sel = sel(ind); + +if experiment >= 2 % annual MPC + +MPC = (Cgsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 2).^(-p.sigma/p.gamma) - (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma))) + ... + (Cgsim(:, :, 3) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 3).^(-p.sigma/p.gamma) - (Ccsim(:, :, 3) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 3).^(-p.sigma/p.gamma))) + ... + (Cgsim(:, :, 4) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 4).^(-p.sigma/p.gamma) - (Ccsim(:, :, 4) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 4).^(-p.sigma/p.gamma))) + ... + (Cgsim(:, :, 5) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 5).^(-p.sigma/p.gamma) - (Ccsim(:, :, 5) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 5).^(-p.sigma/p.gamma))); + +MPC = reshape(MPC, 2*N*T, 1); + +MPC = MPC(ind)./Tran(ind); + +else % quarterly MPC + +MPC = (Cgsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 2).^(-p.sigma/p.gamma) - (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma))); + +MPC = reshape(MPC, 2*N*T, 1); + +MPC = MPC(ind)./Tran(ind); + +end + +fprintf('\n') + +fprintf('Fraction who benefit = %9.2f %9.2f\n', [mean(gains > 0), sum(gains > 0 & sel)/sum(sel)]); +fprintf('\n') + +fprintf('Willingness to pay, mean = %9.2f %9.2f\n', [mean(gains(gains > 0)), mean(gains(gains > 0 & sel)) ]); +fprintf('Willingness to pay, 10th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 10), prctile(gains(gains > 0 & sel), 10) ]); +fprintf('Willingness to pay, 25th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 25), prctile(gains(gains > 0 & sel), 25) ]); +fprintf('Willingness to pay, 50th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 50), prctile(gains(gains > 0 & sel), 50) ]); +fprintf('Willingness to pay, 75th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 75), prctile(gains(gains > 0 & sel), 75) ]); +fprintf('Willingness to pay, 90th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 90), prctile(gains(gains > 0 & sel), 90) ]); +fprintf('\n') + + +fprintf('Fraction consumed, mean = %9.2f %9.2f\n', [mean(MPC(gains > 0)), mean(MPC(gains > 0 & sel)), ]); +fprintf('Fraction consumed, 10th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 10), prctile(MPC(gains > 0 & sel), 10)]); +fprintf('Fraction consumed, 25th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 25), prctile(MPC(gains > 0 & sel), 25)]); +fprintf('Fraction consumed, 50th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 50), prctile(MPC(gains > 0 & sel), 50)]); +fprintf('Fraction consumed, 75th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 75), prctile(MPC(gains > 0 & sel), 75)]); +fprintf('Fraction consumed, 90th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 90), prctile(MPC(gains > 0 & sel), 90)]); diff --git a/42/replication_package/model_replication/Main nu 3 Initial Wealth/simulate_liquidity.m b/42/replication_package/model_replication/Main nu 3 Initial Wealth/simulate_liquidity.m new file mode 100644 index 0000000000000000000000000000000000000000..d20ef66a82f6dc1d18d5a21441d571e96e34269d --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Initial Wealth/simulate_liquidity.m @@ -0,0 +1,531 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 2; + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); +Deltasim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = p.A0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = p.A0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); + + +% find out who is constrained in period 2 + + +for time = 1 : S + + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + +end + + +% Next Study Liquidity Injection: raise everyone's omega by 1% and increase A by the corresponding amount + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = Vsim; + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +time = 2; + +Thcsim(:, :, time) = Thsim(:, :, time).*(Thsim(:, :,time) > 0 & Hsim(:,:,time) > 0) + p.tgrid(end).*(Thsim(:, :,time) == 0 & Hsim(:,:,time) > 0); + +Ocsim(:, :, time) = min(Osim(:, :, time) + 0.01/(1 + p.rm)./Thcsim(:, :, time), 1).*(Hsim(:, :, time) > 0); + + +Transfer = (1 + p.rm)*(Ocsim(:, :, time).*Thcsim(:, :, time) - Osim(:, :, time).*Thsim(:, :, time)).*Hsim(:, :, time); + +RHS = (1 + interest(Asim(:, :, time), p)).*Asim(:, :, time) + Transfer; + +data = [RHS(:)./(1 + p.rh), RHS(:)./(1 + p.rl)]; + + +Acsim(:, :, time) = reshape(bisect('findtransfer', min(data, [], 2) - 0.1, max(data, [], 2)+0.1, RHS(:), p), 2*N, T); + + +%Ocsim(:, :, time) = Osim(:, :, time); +%Thcsim(:, :, time) = Thsim(:, :, time); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + % Renters + + rent = Hcsim(:, initage, time) == 0; + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Acsim(:, initage, time + 1) = p.A0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); + + +for time = 1 : S + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*Hcsim(:, :, time))); + +end + + +MPCt = (Cct - Ct)/mean(vec(Transfer)); + + +% Ask: how many homeowners (in period time = 2) benefit, so Vcsim(:, :, time) > Vsim(:, :, time) and what do + +% 1. Fraction of homeowners who benefit + +% 2. Distribution of welfare gains + +Vnew = reshape(Vcsim(:, :, 2), 2*N*T, 1); +Vold = reshape(Vsim(:, :, 2), 2*N*T, 1); +UCold = reshape(Csim(:, :, 2).^(- p.sigma), 2*N*T, 1); +Transfer = reshape(Transfer, 2*N*T, 1); + +PTI = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + +ind = Transfer > 0; + +gains = max(min((Vnew(ind) - Vold(ind))./Transfer(ind)./UCold(ind), 1), 0); % small fraction due to interpolation error + +htm = PTI >=0.17; +htm = reshape(htm, 2*N*T, 1); + +htm = htm(ind); + +fbenefit = mean(gains > 0); + +MPC = (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma) - (Csim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Csim(:, :, 2).^(-p.sigma/p.gamma))); +MPC = reshape(MPC, 2*N*T, 1); + +MPC = MPC(ind)./Transfer(ind); + +fprintf('\n') +fprintf('Fraction who benefit = %9.2f \n', fbenefit); +fprintf('\n') +fprintf('Fraction who benefit that are (all, high pti, low pti) = %9.2f %9.2f %9.2f \n', [1, sum(gains > 0 & htm) / sum(gains > 0), sum(gains > 0 & ~htm) / sum(gains > 0)]); +fprintf('\n') +fprintf('Willingness to pay, mean = %9.2f %9.2f %9.2f \n', [mean(gains(gains > 0)), mean(gains(gains > 0 & htm)), mean(gains(gains > 0 & ~htm)) ]); +fprintf('Willingness to pay, 10th pctile = %9.2f %9.2f %9.2f \n', [prctile(gains(gains > 0), 10), prctile(gains(gains > 0 & htm), 10), prctile(gains(gains > 0 & ~htm), 10)]); +fprintf('Willingness to pay, 25th pctile = %9.2f %9.2f %9.2f \n', [prctile(gains(gains > 0), 25), prctile(gains(gains > 0 & htm), 25), prctile(gains(gains > 0 & ~htm), 25)]); +fprintf('Willingness to pay, 50th pctile = %9.2f %9.2f %9.2f \n', [prctile(gains(gains > 0), 50), prctile(gains(gains > 0 & htm), 50), prctile(gains(gains > 0 & ~htm), 50)]); +fprintf('Willingness to pay, 75th pctile = %9.2f %9.2f %9.2f \n', [prctile(gains(gains > 0), 75), prctile(gains(gains > 0 & htm), 75), prctile(gains(gains > 0 & ~htm), 75)]); +fprintf('Willingness to pay, 90th pctile = %9.2f %9.2f %9.2f \n', [prctile(gains(gains > 0), 90), prctile(gains(gains > 0 & htm), 90), prctile(gains(gains > 0 & ~htm), 90)]); +fprintf('\n') +fprintf('Fraction consumed, mean = %9.2f %9.2f %9.2f \n', [mean(MPC(gains > 0)), mean(MPC(gains > 0 & htm)), mean(MPC(gains > 0 & ~htm)) ]); +fprintf('Fraction consumed, 10th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 10), prctile(MPC(gains > 0 & htm), 10), prctile(MPC(gains > 0 & ~htm), 10)]); +fprintf('Fraction consumed, 25th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 25), prctile(MPC(gains > 0 & htm), 25), prctile(MPC(gains > 0 & ~htm), 25)]); +fprintf('Fraction consumed, 50th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 50), prctile(MPC(gains > 0 & htm), 50), prctile(MPC(gains > 0 & ~htm), 50)]); +fprintf('Fraction consumed, 75th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 75), prctile(MPC(gains > 0 & htm), 75), prctile(MPC(gains > 0 & ~htm), 75)]); +fprintf('Fraction consumed, 90th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 90), prctile(MPC(gains > 0 & htm), 90), prctile(MPC(gains > 0 & ~htm), 90)]); + + + +% plot value of liquidity as a function of various characteristics + +% 1. Loan to Value + +ltv = Thsim(:, :, 2).*Osim(:,:,2); +lasst = Asim(:, :, 2)./(Asim(:,:,2) + (1 - Thsim(:, :, 2).*Osim(:, :, 2)).*Hsim(:,:,2)); % liquid assets to wealth +logy = log(Ysim(:, :, 2)); % log income +pti = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + + +ltv = ltv(ind); +lasst = lasst(ind); +logy = logy(ind); +pti = pti(ind); + +prefi = squeeze(Pallsim(:, 4, :, time)); +prefi = prefi(ind); + +xx = [ltv, pti, lasst, logy]; +yy = gains; + +figure(5) +subplot(2, 2, 1) + +[xxmed, yymed] = binned_plot(xx(:,1), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, 0, 0.9); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); + +hold on; + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('loan-to-value ratio','Interpreter','latex'); +ylabel('value of liquidity','Interpreter','latex'); +title('A. LTV','Interpreter','latex'); +box on + + +subplot(2, 2, 2) + +[xxmed, yymed] = binned_plot(xx(:,2), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, 0, 0.3); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('payment to income ratio','Interpreter','latex'); +title('B. PTI','Interpreter','latex'); +box on + + + +subplot(2, 2, 3) + +[xxmed, yymed] = binned_plot(xx(:,3), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, xxmed(1), xxmed(end)); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('liquid assets to wealth','Interpreter','latex'); +ylabel('value of liquidity','Interpreter','latex'); +title('C. Liquid Assets to Wealth','Interpreter','latex'); +box on + + +subplot(2, 2, 4) + +[xxmed, yymed] = binned_plot(xx(:,4), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, xxmed(1), xxmed(end)); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('log income','Interpreter','latex'); +title('D. Income','Interpreter','latex'); +box on diff --git a/42/replication_package/model_replication/Main nu 3 Initial Wealth/simulate_new.m b/42/replication_package/model_replication/Main nu 3 Initial Wealth/simulate_new.m new file mode 100644 index 0000000000000000000000000000000000000000..bc97bd94237346f1bed2e2e6452dd5ee8b94666c --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Initial Wealth/simulate_new.m @@ -0,0 +1,509 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 5; + +% Without intervention + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:, 1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:, 1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); +Rt = zeros(S, 1); +MPRt = zeros(S, 1); % Beraja-Hurst propensity to refinance: amount of newly refinanced mortgages / outstanding stock of all existing mortgages +Emt = zeros(S, 1); % median equity (1 - LTV) for borrowers + + + +for time = 1 : S + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + Rt(time) = mean(vec(Dsim(:, :, time) == 4 & Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0))/mean(vec(Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0)); + + MPRt(time) = sum(vec((Dsim(:,:, time) == 4).*Osim(:, :, time + 1).*Thsim(:, :, time + 1).*Hsim(:, :, time + 1)))/... + sum(vec( Osim(:, :, time ).*Thsim(:, :, time ).*Hsim(:, :, time ))); + + LTV = vec(Osim(:, :, time).*Thsim(:, :, time)); + + Emt(time) = 1 - median(LTV(LTV > 0)); + +end + + +% With intervention + +start_new; + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = zeros(2*N, T, S); + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +Rcsim = zeros(2*N, T, S + 1); + +Rcsim(:, :, 1 : 2) = 1; + +Ocsim(:, :, 2) = Osim(:,:,2); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + + rent = Hcsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time), Rcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + rind = state(:, 5); % made this state variable an index (1, 2), or else doesn't respect monotonicity + + ntemp = numel(find(~rent)); + + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind, rind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + inactive = Dcsim(:, initage, time) == 5; + + Rcsim(:, initage, time + 1) = Rcsim(:, initage, time).*inactive + p.nr.*(1 - inactive); + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nr, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), Rcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Yct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); +Rct = zeros(S, 1); +MPRct = zeros(S, 1); % Beraja-Hurst propensity to refinance: amount of newly refinanced mortgages / outstanding stock of all existing mortgages +Emct = zeros(S, 1); % median equity (1 - LTV) for borrowers + + +for time = 1 : S + + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)).*Hcsim(:, :, time))); + Rct(time) = mean(vec(Dcsim(:, :, time) == 4 & Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0))/mean(vec(Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0)); + + MPRct(time) = sum(vec((Dcsim(:,:, time) == 4).*Ocsim(:, :, time + 1).*Thcsim(:, :, time + 1).*p.Pgrid(Rcsim(:, :, time + 1)).*Hcsim(:, :, time + 1)))/... + sum(vec( Ocsim(:, :, time ).*Thcsim(:, :, time ).*p.Pgrid(Rcsim(:, :, time )).*Hcsim(:, :, time ))); + + if time == 1 + + LTV = vec(Ocsim(:, :, time).*Thcsim(:, :, time)); + + else + + LTV = vec(Ocsim(:, :, time).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)))/p.Pgrid(p.nr); + + end + + Emct(time) = 1 - median(LTV(LTV > 0)); + +end + + + +% Characteristics of those who refinance: with and without the shock + +Wsim = Asim + Hsim.*(1 - Osim.*Thsim); + +time = 2; + +Wtemp = Wsim(:, :, time); % only state variables +Atemp = Asim(:, :, time); +LTV = Osim(:, :, time).*Thsim(:, :, time); +Htemp = Hsim(:, :, time); +LY = Atemp./Ysim(:, :, time); +Sh = 1 - Atemp./Wtemp; +Agetemp = Agesim(:, :, time)/4 + 25; +Ytemp = Ysim(:, :, time); + +refin = Dsim(:, :, time) == 4 & Hsim(:, :, time) > 0; +owner = Hsim(:, :, time) > 0; + +fprintf('\n'); +fprintf('Characteristics of Refinancers Absent Shock\n'); +fprintf('\n'); +fprintf('All, Refinance, Dont Refinance\n'); + +fprintf('\n'); + +fprintf('\n'); +fprintf('Mean Liquid Assets = %9.2f %9.2f %9.2f \n', [mean(Atemp(owner)), mean(Atemp(owner & refin)), mean(Atemp(owner & ~refin))]); +fprintf('Mean Income = %9.2f %9.2f %9.2f \n', [mean(Ytemp(owner)), mean(Ytemp(owner & refin)), mean(Ytemp(owner & ~refin))]); +fprintf('Mean Liquid Asset to Income = %9.2f %9.2f %9.2f \n', [mean(LY(owner)), mean(LY(owner & refin)), mean(LY(owner & ~refin))]); +fprintf('Mean Share Housing Wealth = %9.2f %9.2f %9.2f \n', [mean(Sh(owner)), mean(Sh(owner & refin)), mean(Sh(owner & ~refin))]); +fprintf('Mean Wealth = %9.2f %9.2f %9.2f \n', [mean(Wtemp(owner)), mean(Wtemp(owner & refin)), mean(Wtemp(owner & ~refin))]); +fprintf('Mean LTV = %9.2f %9.2f %9.2f \n', [mean(LTV(owner)), mean(LTV(owner & refin)), mean(LTV(owner & ~refin))]); +fprintf('Mean House = %9.2f %9.2f %9.2f \n', [mean(Htemp(owner)), mean(Htemp(owner & refin)), mean(Htemp(owner & ~refin))]); +fprintf('Mean Age = %9.2f %9.2f %9.2f \n', [mean(Agetemp(owner)), mean(Agetemp(owner & refin)), mean(Agetemp(owner & ~refin))]); + +fprintf('\n'); +fprintf('\n'); + + +Wcsim = zeros(size(Acsim)); + +Wcsim(:,:, 1) = Acsim(:, :, 1) + p.Pgrid(1)*Hcsim(:, :, 1).*(1 - Ocsim(:, :, 1).*Thcsim(:, :, 1)); + +Wcsim(:, :, 2: end) = Acsim(:, :, 2 : end) + p.Pgrid(p.nr)*Hcsim(:,:,2:end) - p.Pgrid(Rcsim(:,:,2:end)).*Ocsim(:, :, 2:end).*Thcsim(:, :, 2:end); + +time = 2; + +Wtemp = Wcsim(:, :, time); % only state variables +Atemp = Acsim(:, :, time); +LTV = Ocsim(:, :, time).*Thcsim(:, :, time); +Htemp = Hcsim(:, :, time); +LY = Atemp./Ysim(:, :, time); +Sh = 1 - Atemp./Wtemp; +Agetemp = Agesim(:, :, time)/4 + 25; +Ytemp = Ysim(:, :, time); + +refin = Dcsim(:, :, time) == 4 & Hcsim(:, :, time) > 0; +owner = Hcsim(:, :, time) > 0; + +fprintf('\n'); +fprintf('Characteristics of Refinancers With Shock\n'); +fprintf('\n'); +fprintf('All, Refinance, Dont Refinance\n'); + +fprintf('\n'); + +fprintf('\n'); +fprintf('Mean Liquid Assets = %9.2f %9.2f %9.2f \n', [mean(Atemp(owner)), mean(Atemp(owner & refin)), mean(Atemp(owner & ~refin))]); +fprintf('Mean Income = %9.2f %9.2f %9.2f \n', [mean(Ytemp(owner)), mean(Ytemp(owner & refin)), mean(Ytemp(owner & ~refin))]); +fprintf('Mean Liquid Asset to Income = %9.2f %9.2f %9.2f \n', [mean(LY(owner)), mean(LY(owner & refin)), mean(LY(owner & ~refin))]); +fprintf('Mean Share Housing Wealth = %9.2f %9.2f %9.2f \n', [mean(Sh(owner)), mean(Sh(owner & refin)), mean(Sh(owner & ~refin))]); +fprintf('Mean Wealth = %9.2f %9.2f %9.2f \n', [mean(Wtemp(owner)), mean(Wtemp(owner & refin)), mean(Wtemp(owner & ~refin))]); +fprintf('Mean LTV = %9.2f %9.2f %9.2f \n', [mean(LTV(owner)), mean(LTV(owner & refin)), mean(LTV(owner & ~refin))]); +fprintf('Mean House = %9.2f %9.2f %9.2f \n', [mean(Htemp(owner)), mean(Htemp(owner & refin)), mean(Htemp(owner & ~refin))]); +fprintf('Mean Age = %9.2f %9.2f %9.2f \n', [mean(Agetemp(owner)), mean(Agetemp(owner & refin)), mean(Agetemp(owner & ~refin))]); + +fprintf('\n'); +fprintf('\n'); + + +% MPC out of transfer in Ganong-Noel Experiment + + +time = 2; + +Transfer = (p.mbargrid(p.nr) - p.mbargrid(Rcsim(:, :, time))).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)).*Hcsim(:,:,time).*(Dcsim(:, :, time) == 5).*(Osim(:,:,time) > 0); + +dC = (Ccsim(:, :, time) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, time).^(-p.sigma/p.gamma) - (Csim(:, :, time) - p.phi^(1 + 1/p.gamma)*Csim(:, :, time).^(-p.sigma/p.gamma))); +dA = Acsim(:, :, time + 1) - Asim(:, :, time + 1); + +htm = Acsim(:, :, time + 1) <= 1/6.5*Ysim(:,:,time); + +gains = Vcsim(:, :, time) - Vsim(:, :, time); + +good = Transfer > 0 & Dcsim(:, :, time) == 5 & Dsim(:, :, time) == 5; + + +MPC = dC(good)./Transfer(good); +gains = gains(good); +htm = htm(good); + +fbenefit = mean(gains > 0); +fprintf('\n') + +fprintf('Fraction who benefit = %9.2f \n', fbenefit); + +fprintf('\n') +fprintf('MPC, mean = %9.2f %9.2f %9.2f \n', [mean(MPC(gains > 0)), mean(MPC(gains > 0 & htm)), mean(MPC(gains > 0 & ~htm)) ]); +fprintf('MPC, 10th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 10), prctile(MPC(gains > 0 & htm), 10), prctile(MPC(gains > 0 & ~htm), 10)]); +fprintf('MPC, 25th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 25), prctile(MPC(gains > 0 & htm), 25), prctile(MPC(gains > 0 & ~htm), 25)]); +fprintf('MPC, 50th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 50), prctile(MPC(gains > 0 & htm), 50), prctile(MPC(gains > 0 & ~htm), 50)]); +fprintf('MPC, 75th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 75), prctile(MPC(gains > 0 & htm), 75), prctile(MPC(gains > 0 & ~htm), 75)]); +fprintf('MPC, 90th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 90), prctile(MPC(gains > 0 & htm), 90), prctile(MPC(gains > 0 & ~htm), 90)]); + diff --git a/42/replication_package/model_replication/Main nu 3 Initial Wealth/simulate_taxrebate.m b/42/replication_package/model_replication/Main nu 3 Initial Wealth/simulate_taxrebate.m new file mode 100644 index 0000000000000000000000000000000000000000..0bd9002250edd5a5bc6bb1ae2a971cc6524fd2c1 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Initial Wealth/simulate_taxrebate.m @@ -0,0 +1,507 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 3; + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); +Deltasim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); + + +% find out who is constrained in period 2 + + +for time = 1 : S + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + +end + + +% Next Study Impact of 500$ cash transfer + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = Vsim; + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +time = 2; + + +Transfer = 0.0388; + +RHS = (1 + interest(Asim(:, :, time), p)).*Asim(:, :, time) + Transfer; + +data = [RHS(:)./(1 + p.rh), RHS(:)./(1 + p.rl)]; + +Acsim(:, :, time) = reshape(bisect('findtransfer', min(data, [], 2) - 0.1, max(data, [], 2) + 0.1, RHS(:), p), 2*N, T); + + +%Ocsim(:, :, time) = Osim(:, :, time); +%Thcsim(:, :, time) = Thsim(:, :, time); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + % Renters + + rent = Hcsim(:, initage, time) == 0; + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); + + +for time = 1 : S + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*Hcsim(:, :, time))); + +end + + +MPCt = (Cct - Ct)/mean(vec(Transfer)); + + +% Ask: how many homeowners (in period time = 2) benefit, so Vcsim(:, :, time) > Vsim(:, :, time) and what do + +% 1. Fraction of homeowners who benefit + +% 2. Distribution of welfare gains + +Vnew = reshape(Vcsim(:, :, 2), 2*N*T, 1); +Vold = reshape(Vsim(:, :, 2), 2*N*T, 1); +UCold = reshape(Csim(:, :, 2).^(- p.sigma), 2*N*T, 1); + +PTI = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + + +gains = max(min((Vnew(:) - Vold(:))./Transfer(:)./UCold(:), 1), 0); % small fraction due to interpolation error + + +MPC = (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma) - (Csim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Csim(:, :, 2).^(-p.sigma/p.gamma)))/Transfer; + +owners = Hsim(:, :, 2) > 0; + +fprintf('MPC, mean = %9.2f %9.2f %9.2f \n', [mean(MPC(:)), mean(MPC(owners)), mean(MPC(~owners)) ]); +fprintf('MPC, 10th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 10), prctile(MPC(owners), 10), prctile(MPC(~owners), 10)]); +fprintf('MPC, 25th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 25), prctile(MPC(owners), 25), prctile(MPC(~owners), 25)]); +fprintf('MPC, 50th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 50), prctile(MPC(owners), 50), prctile(MPC(~owners), 50)]); +fprintf('MPC, 75th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 75), prctile(MPC(owners), 75), prctile(MPC(~owners), 75)]); +fprintf('MPC, 90th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 90), prctile(MPC(owners), 90), prctile(MPC(~owners), 90)]); + + + +% plot MPC as a function of various characteristics for homeowners + +% 1. Loan to Value + +ltv = Thsim(:, :, 2).*Osim(:,:,2); +lasst = Asim(:, :, 2)./(Asim(:,:,2) + (1 - Thsim(:, :, 2).*Osim(:, :, 2)).*Hsim(:,:,2)); % liquid assets to wealth +logy = log(Ysim(:, :, 2)); % log income +pti = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + +ind = Hsim(:, :, 2) > 0; + + +ltv = ltv(ind); +lasst = lasst(ind); +logy = logy(ind); +pti = pti(ind); +mpc = MPC(ind); + +prefi = squeeze(Pallsim(:, 4, :, time)); +prefi = prefi(ind); + +xx = [ltv, pti, lasst, logy]; +yy = mpc; + +figure(5) +subplot(2, 2, 1) + +[xxmed, yymed] = binned_plot(xx(:,1), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, 0, 0.85); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); + +hold on; + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('loan-to-value ratio','Interpreter','latex'); +ylabel('MPC','Interpreter','latex'); +title('A. LTV','Interpreter','latex'); +box on + + +subplot(2, 2, 2) + +[xxmed, yymed] = binned_plot(xx(:,2), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, 0, 0.3); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('payment to income ratio','Interpreter','latex'); +title('B. PTI','Interpreter','latex'); +box on + + + +subplot(2, 2, 3) + +[xxmed, yymed] = binned_plot(xx(:,3), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, xxmed(1), xxmed(end)); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('liquid assets to wealth','Interpreter','latex'); +ylabel('MPC','Interpreter','latex'); +title('C. Liquid Assets to Wealth','Interpreter','latex'); +box on + + +subplot(2, 2, 4) + +[xxmed, yymed] = binned_plot(xx(:,4), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, xxmed(1), xxmed(end)); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('log income','Interpreter','latex'); +title('D. Income','Interpreter','latex'); +box on diff --git a/42/replication_package/model_replication/Main nu 3 Initial Wealth/solve_golden.m b/42/replication_package/model_replication/Main nu 3 Initial Wealth/solve_golden.m new file mode 100644 index 0000000000000000000000000000000000000000..0fa9a2fd6a76c39a4f9386c0f37fbb122bc9b5a0 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Initial Wealth/solve_golden.m @@ -0,0 +1,41 @@ +function [x, v] = solve_golden(f, a, b, varargin) + +tol = 1e-6; + +alpha1 = (3-sqrt(5))/2; +alpha2 = (sqrt(5)-1)/2; + +d = b - a; + +x1 = a + alpha1*d; +x2 = a + alpha2*d; + +f1 = feval(f, x1, varargin{:}); +f2 = feval(f, x2, varargin{:}); + +d = alpha1*alpha2*d; + +x1new = x1; +x2new = x2; +f1new = f1; +f2new = f2; + +while any((d)>tol) + + f1 = f1new; + f2 = f2new; + x1 = x1new; + x2 = x2new; + + d = d*alpha2; + x2new = x1.*(f2=f1); + f2new = f1.*(f2=f1); + + x1new = (x1-d).*(f2=f1); + f1new = feval(f, x1 - d, varargin{:}).*(f2=f1); + +end + +x = x2new.*(f2new>=f1new) + x1new.*(f2new= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase New Home with Mortgage + + + % create a grid of possible houses and initial LTVs + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y; + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/p.hgrid(ht(i, 1)))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.hgrid(ht(i, 1)); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + good = (ttilde <= min(p.thetam, pti*Y/p.mbar/p.hgrid(ht(i, 1)))) & (Ltemp(:,i) > p.lgrid(1)); + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + + end + end + + % Compute pall and v + + [vn, in] = max(vall(:, 1 : 2), [], 2); + vb = vall(:,3); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); % avoid NaN + + pall = zeros(ns, 3); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 3) = pb; + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + + +else + + Lall = zeros(ns, 5); + omegaall = zeros(ns, 5); + thetaall = zeros(ns, 5); + hall = zeros(ns, 5); + vall = zeros(ns, 5); + + for branch = 1 : 1 : 5 + + if branch == 1 % Switch to Renting + + Lall(:, branch) = At + Y + (1 - p.Fs)*s(:,4) - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4); % liquidity after housing choice + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = 0; + + vall(:, branch) = Wrinterp(Lall(:, branch), znow); + + + elseif branch == 2 % Purchase home without mortgage + + vtemp = zeros(ns, p.nh) - 1e12; + + Ltemp = zeros(ns, p.nh); + + Cash = At + Y + (1 - p.Fs)*s(:,4) - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nh + + Ltemp(:,i) = Cash - p.hgrid(i); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (i - 1)*p.no*p.nt + (1 - 1) *p.no + 1; + + good = Ltemp(:, i) >= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase home with mortgage + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y + (1 - p.Fs)*s(:, 4) - (1 + p.rm)*s(:, 2).*s(:, 3).*s(:, 4); + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/p.hgrid(ht(i, 1)))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.hgrid(ht(i, 1)); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbar/p.hgrid(ht(i, 1)))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + elseif branch == 4 % Refinance mortgage + + + vtemp = zeros(ns, p.nt) - 1e12; + Ltemp = zeros(ns, p.nt); + + Cash = At + Y - (1 + p.rm)*s(:, 2).*s(:, 3).*s(:, 4); + + for i = 1 : p.nt + + ttilde = (p.tgrid(i) - p.F0m./s(:,4))/(1 + p.F1m); + + Ltemp(:, i) = Cash + ttilde.*s(:, 4); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbar./s(:,4))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (i - 1)*p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(htemp); + hall(:, branch) = s(:, 4); + + elseif branch == 5 % Stay inactive + + vtemp = zeros(ns, p.no + 1) - 1e12; + Ltemp = zeros(ns, p.no + 1); + + % Pay more than required + + Cash = At + Y - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.no + + Ltemp(:, i) = Cash + p.ogrid(i).*s(:,3).*s(:,4); + + good = (p.ogrid(i) < max((1 + p.rm)*s(:,2) - p.mbar, 0)) & (Ltemp(:, i) >= p.lgrid(1)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + i; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + % Pay minimum required + + otemp = max((1 + p.rm)*s(:,2) - p.mbar, 0); + + Ltemp(:, p.no + 1) = At + Y - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4) + otemp.*s(:,3).*s(:,4); + + good = (Ltemp(:, p.no + 1) >= p.lgrid(1)); + + + if any(good) + + % Interpolate + + otempind = lookup1(p.ogrid, otemp, 3); + + w = (p.ogrid(otempind + 1) - otemp)./(p.ogrid(otempind + 1) - p.ogrid(otempind)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind; + + + vtemp(good, p.no + 1) = w(good).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind + 1; + + vtemp(good, p.no + 1) = vtemp(good, p.no + 1) + (1 - w(good)).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + + end + + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.no + 1], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(htemp <= p.no, branch) = p.ogrid(htemp(htemp <= p.no)); + omegaall(htemp > p.no, branch) = otemp(htemp > p.no); + + thetaall(:, branch) = p.tgrid(tnow); + hall(:, branch) = s(:,4); + + + end + end + + + % Compute pall and v + + [vn, in] = max(vall(:, [1, 2, 5]), [], 2); + [vb, ib] = max(vall(:, [3, 4]), [], 2); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); + + pall = zeros(ns, 5); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 5) = (1 - pb).*(in == 3); + pall(:, 3) = pb.*(ib == 1); + pall(:, 4) = pb.*(ib == 2); + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + +end + + + + + \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 Initial Wealth/solveh_new.m b/42/replication_package/model_replication/Main nu 3 Initial Wealth/solveh_new.m new file mode 100644 index 0000000000000000000000000000000000000000..f621bf5384d336be1a89338da46dfbcf946af9dc --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Initial Wealth/solveh_new.m @@ -0,0 +1,358 @@ +function [Lall, omegaall, thetaall, hall, v, pall, vall] = solveh_new(s, Whinterp, Wrinterp, p, pti, type, At, Y, znow, hnow, tnow, rnow) + + ns = size(s, 1); + + + if strcmp(type, 'r') + + Lall = zeros(ns, 3); + omegaall = zeros(ns, 3); + thetaall = zeros(ns, 3); + hall = zeros(ns, 3); + vall = zeros(ns, 3); + + + for branch = 1 : 1 : 3 + + if branch == 1 % Remain Renter + + + Lall(:, branch) = At + Y; + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = 0; + + vall(:, branch) = Wrinterp(Lall(:, branch), znow); + + + elseif branch == 2 % Purchase New Home Without Mortgage + + + vtemp = zeros(ns, p.nh) - 1e12; + + Ltemp = zeros(ns, p.nh); + + Cash = At + Y; + + for i = 1 : p.nh + + Ltemp(:,i) = Cash - p.Pgrid(p.nr)*p.hgrid(i); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (i - 1)*p.no*p.nt + (1 - 1) *p.no + 1; + + good = Ltemp(:, i) >= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase New Home with Mortgage + + + % create a grid of possible houses and initial LTVs + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y; + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.Pgrid(p.nr).*p.hgrid(ht(i, 1)); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + good = (ttilde <= min(p.thetam, pti*Y/p.mbargrid(p.nr)/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))) & (Ltemp(:,i) > p.lgrid(1)); + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + + end + end + + + % Compute pall and v + + [vn, in] = max(vall(:, 1 : 2), [], 2); + vb = vall(:,3); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); % avoid NaN + + pall = zeros(ns, 3); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 3) = pb; + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + + +else + + Lall = zeros(ns, 5); + omegaall = zeros(ns, 5); + thetaall = zeros(ns, 5); + hall = zeros(ns, 5); + vall = zeros(ns, 5); + + for branch = 1 : 1 : 5 + + if branch == 1 % Switch to Renting + + Lall(:, branch) = At + Y + (1 - p.Fs)*p.Pgrid(p.nr)*s(:,4) - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); % liquidity after housing choice + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = 0; + + vall(:, branch) = Wrinterp(Lall(:, branch), znow); + + + elseif branch == 2 % Purchase home without mortgage + + vtemp = zeros(ns, p.nh) - 1e12; + + Ltemp = zeros(ns, p.nh); + + Cash = At + Y + (1 - p.Fs)*p.Pgrid(p.nr)*s(:,4) - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nh + + Ltemp(:,i) = Cash - p.Pgrid(p.nr)*p.hgrid(i); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (i - 1)*p.no*p.nt + (1 - 1) *p.no + 1; + + good = Ltemp(:, i) >= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase home with mortgage + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y + (1 - p.Fs)*p.Pgrid(p.nr)*s(:,4) - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.Pgrid(p.nr)*p.hgrid(ht(i, 1)); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbargrid(p.nr)/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + + elseif branch == 4 % Refinance mortgage + + + vtemp = zeros(ns, p.nt) - 1e12; + Ltemp = zeros(ns, p.nt); + + Cash = At + Y - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nt + + ttilde = (p.tgrid(i) - p.F0m./(p.Pgrid(p.nr)*s(:,4)))/(1 + p.F1m); + + Ltemp(:, i) = Cash + ttilde.*p.Pgrid(p.nr).*s(:, 4); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbargrid(p.nr)./(p.Pgrid(p.nr)*s(:,4)))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (i - 1)*p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(htemp); + hall(:, branch) = s(:, 4); + + + elseif branch == 5 % Stay inactive + + vtemp = zeros(ns, p.no + 1) - 1e12; + Ltemp = zeros(ns, p.no + 1); + + % Pay more than required + + Cash = At + Y - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.no + + Ltemp(:, i) = Cash + p.ogrid(i).*p.Pgrid(s(:,5)).*s(:,3).*s(:,4); + + good = (p.ogrid(i) < max((1 + p.rmgrid(s(:,5))).*s(:,2) - p.mbargrid(s(:,5)), 0)) & (Ltemp(:, i) >= p.lgrid(1)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (rnow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + i; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + % Pay minimum required + + otemp = max((1 + p.rmgrid(s(:,5))).*s(:,2) - p.mbargrid(s(:,5)), 0); + + Ltemp(:, p.no + 1) = At + Y - (1 + p.rmgrid(s(:,5))).*s(:,2).*s(:,3).*s(:,4).*p.Pgrid(s(:,5)) + otemp.*s(:,3).*s(:,4).*p.Pgrid(s(:,5)); + + good = (Ltemp(:, p.no + 1) >= p.lgrid(1)); + + + if any(good) + + % Interpolate + + otempind = lookup1(p.ogrid, otemp, 3); + + w = (p.ogrid(otempind + 1) - otemp)./(p.ogrid(otempind + 1) - p.ogrid(otempind)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (rnow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind; + + + vtemp(good, p.no + 1) = w(good).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (rnow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind + 1; + + vtemp(good, p.no + 1) = vtemp(good, p.no + 1) + (1 - w(good)).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + + end + + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.no + 1], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(htemp <= p.no, branch) = p.ogrid(htemp(htemp <= p.no)); + omegaall(htemp > p.no, branch) = otemp(htemp > p.no); + + thetaall(:, branch) = p.tgrid(tnow); + hall(:, branch) = s(:,4); + + + end + end + + % Compute pall and v + + [vn, in] = max(vall(:, [1, 2, 5]), [], 2); + [vb, ib] = max(vall(:, [3, 4]), [], 2); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); + + pall = zeros(ns, 5); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 5) = (1 - pb).*(in == 3); + pall(:, 3) = pb.*(ib == 1); + pall(:, 4) = pb.*(ib == 2); + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + + +end + + + + + \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 Initial Wealth/start.m b/42/replication_package/model_replication/Main nu 3 Initial Wealth/start.m new file mode 100644 index 0000000000000000000000000000000000000000..70de3427973d55a74dd85bae82ac96c99024dcde --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Initial Wealth/start.m @@ -0,0 +1,397 @@ +clear; +clc; + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',22); + +intmeth = 'linear'; +printr = 1; + +optset('bisect', 'tol', 1e-32); + +% Calibrated Parameters + +p.beta = 0.985790; +p.alpha = 0.676875; +p.R = 0.010609; +p.phi = 0.992117; % productivity non-market +p.F0m = 0.099278; % fixed cost of refinancing +p.B = 10.283737; % bequest motive +p.r1 = 0.354899; +p.r2 = 10.045145; +p.rh = (1 + 0.015714)^(1/4) - 1; % upper bound on liquid rate +p.A0 = 5.119949; + +% 0.021711 + + +% Assigned Parameters + +p.nu = 3; % parameter in exponential distribution + +p.pidelta = [0.975; 0.025]; % probability of expenditure shocks +p.delta = [0; 0.0625]; % expenditure shock, fraction of home (quarterly so divide by 4) + +p.rl = (1 - 0.028)^(1/4) - 1; % lower bound on liquid rate + +p.T = 61*4; % last period of life +p.D = 30*4; % maturity of mortgages + +p.sigma = 2; % CRRA +p.gamma = 1; % Frisch elasticity of non-market production + +p.rm = (1 + 0.025)^(1/4) - 1; % mortgage interest rate + +p.Fs = 0.06; % fixed cost of selling home +p.F1m = 0.005; % proportional cost of refinancing + +p.wbar = 1; % parameter governing luxuriousness of bequests + +p.thetam = 0.85; % maximum LTV +p.thetay = 0.214; % maximum PTI + +rhoz = 0.9908; +sz = 0.0761; +se = (1 - 0.55)^(1/2)*0.4869; % Krueger Perri (2011) show 55% of the variance of trans compon is measurement error so subtract + +time = (1 : 1 : p.T)'; +p.lambdat = exp(0.07982636 - 0.02322307 * (time/4 + 25) + 0.00105409 * (time/4 + 25).^2 - 0.00001028 * (time/4 + 25).^3); + +p.thetay = p.thetay*(1 - 0.3126./(1 + exp(18.629 - 0.3049*(time/4 + 25)))); + +p.mbar = p.rm/(1 - (1 + p.rm)^(-p.D)); % minimum payment required per 1 of initial debt + + +% Quality of Approximation + +p.na = 75; % number of nodes for liquid assets +p.nat = 75; % number of nodes for atilde = (1 + rl)*a - delta*h +p.nl = 75; % number of nodes for liquidity +p.no = 11; % number of nodes for omega (fraction of loan outstanding) +p.nt = 5; % number of possible initial LTV +p.nh = 7; % number of nodes for housing +p.nz = 9; % points for exogenous income z +p.ne = 3; + + +% Discretize Income Process + +[zgrid, Fzz] = rouwenhorst(rhoz, sz, p.nz); +zgrid = exp(zgrid'); +p.zgrid = zgrid; + +[Fz, d] = eigs(Fzz', 1, 'largestabs'); +Fz = Fz/sum(Fz); +Fz = full(Fz); % ergodic distribution of z + +[egrid, we] = qnwnorm(p.ne, 0, se^2); +egrid = exp(egrid); +p.egrid = egrid; + + +% Discretize other state variables + +amin = -0.4; +amax = 100; +p.agrid = amin + (amax - amin)*nodeunif(p.na, 0, 1).^2; + +omin = 0; +omax = 1; +p.ogrid = omin + (omax - omin)*nodeunif(p.no, 0, 1); + +tmin = 0.25; +tmax = p.thetam; % allow to cover fixed cost +p.tgrid = tmin + (tmax - tmin)*nodeunif(p.nt, 0, 1); + +hmin = 5; % minimum house size +hmax = 40; % maximum house size +p.hgrid = hmin + (hmax - hmin)*nodeunif(p.nh, 0, 1).^1.5; + +ymin = min(p.lambdat)*zgrid(1)*egrid(1); +ymax = max(p.lambdat)*zgrid(end)*egrid(end); + +lmin = -1; % keep it reasonably negative so they know that's a bad state to find yourself in +lmax = 125; +p.lgrid = lmin + (lmax - lmin)*nodeunif(p.nl, 0, 1).^1.5; + +atmin = -p.delta(2)*hmax + (1 + p.rl)*amin; +atmax = (1 + p.rh)*amax; +p.atgrid = atmin + (atmax - atmin)*nodeunif(p.nat, 0, 1).^1.5; + + + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.atgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.atgrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for W functions +swr = gridmake(p.lgrid, p.zgrid); + +svht = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for computing intermediate value function (creier prajit) +svrt = gridmake(p.agrid, p.zgrid, p.egrid); + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + +ind3h = kron((1:1:p.no*p.nt*p.nh*p.nz*p.ne)', ones(p.na, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind3r = kron((1:1: p.nz*p.ne)', ones(p.na, 1)); + + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.nat*p.no*p.nt*p.nh*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.nat*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + +cmaxh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amin); % c that implies a' = amin +cmaxr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amin); + +cminh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amax); % c that implies a' = amax +cminr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amax); + +cmaxh = repmat(cmaxh, p.no*p.nt*p.nh*p.nz, 1); +cmaxr = repmat(cmaxr, p.nz, 1); + +cminh = repmat(cminh, p.no*p.nt*p.nh*p.nz, 1); +cminr = repmat(cminr, p.nz, 1); + + +% Terminal value of bequests + +rlh = interest(svbarh(:,1), p); +rlr = interest(svbarr(:,1), p); + +vbarh(:, p.T + 1) = p.pidelta(1)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(1)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma) + ... + p.pidelta(2)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(2)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); + +vbarr(:, p.T + 1) = p.B*(p.wbar + (1 + rlr).*svbarr(:,1)).^(1 - p.sigma)/(1 - p.sigma); + + +for t = p.T : -1 : 1 + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + At = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + [~, ~, ~, ~, vr(:,t)] = solveh(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', At, Y, znow); + + + % Solve discrete choice problem of housing + + At = svh(:,1); + Y = p.lambdat(t)*svh(:,5).*svh(:,6); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat*p.no*p.nt*p.nh, 1)), p.ne, 1); % index of z in (a, omega, theta, h, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.nat*p.no*p.nt, 1)), p.nz*p.ne, 1); % index of h in (a, omega, theta, h, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.nat*p.no, 1)), p.nh*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, z, e) space for owners + + + [~, ~, ~, ~, vh(:,t)] = solveh(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', At, Y, znow, hnow, tnow); + + % We need to interpolate to calculate the expected value before the delta shocks are realized, but after the z,e shocks are realized + + Vhinterp = griddedInterpolant({p.atgrid, (1: 1:p.no*p.nt*p.nh*p.nz*p.ne)'}, reshape(vh(:, t), p.nat, p.no*p.nt*p.nh*p.nz*p.ne), intmeth, 'linear'); + Vrinterp = griddedInterpolant({p.atgrid, (1: 1: p.nz*p.ne)'}, reshape(vr(:, t), p.nat, p.nz*p.ne), intmeth, 'linear'); + + + % Compute expected value and update vbar + + % 1. Step 1: integrate delta shocks by interpolate value of home and rent (which are functions of atilde) + + vhtemp = p.pidelta(1)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(1)*svht(:, 4), ind3h) + p.pidelta(2)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(2)*svht(:, 4), ind3h); + + vrtemp = Vrinterp((1 + interest(svrt(:,1), p)).*svrt(:,1), ind3r); + + % 2. Step 2: integrate income shocks + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh, Fzz}, vhtemp((i - 1)*p.na*p.no*p.nt*p.nh*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nz)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vrtemp((i - 1)*p.na*p.nz + 1 : i*p.na*p.nz)); + + end + +end + + +simulate + +return + + +switch 'figure5' + +case 'table5' + + +dP = 1; +dR = 0.0175*(1 - 0.2391); + +p.P0 = 1; % old house price +p.rm0 = p.rm; % old mortgage interest rate +p.mbar0 = p.rm/(1 - (1 + p.rm)^(-p.D - 0)); % mortgage payment after modification (only applies to old mortgages) + +p.P1 = dP; % new house price +p.rm1 = ((1 + p.rm)^4 - dR)^(1/4) - 1; % interest rate on new mortgage +p.mbar1 = p.rm1/(1 - (1 + p.rm1)^(-p.D)); % payment on new mortgage + +simulate_new +understand + + +case 'table6ss' + +simulate_liquidity + + +case 'table6up' + +experiment = 1; + +dR = -0.01*(1 - 0.2391); +dP = 1; + +p.P0 = 1; % old house price +p.rm0 = p.rm; % old mortgage interest rate +p.mbar0 = p.rm/(1 - (1 + p.rm)^(-p.D - 0)); % mortgage payment after modification (only applies to old mortgages) + +p.P1 = dP; % new house price +p.rm1 = ((1 + p.rm)^4 - dR)^(1/4) - 1; % interest rate on new mortgage +p.mbar1 = p.rm1/(1 - (1 + p.rm1)^(-p.D)); % payment on new mortgage + +simulate_ganong + + +case 'table6down' + +experiment = 1; + +dR = +0.01*(1 - 0.2391); +dP = 1; + +p.P0 = 1; % old house price +p.rm0 = p.rm; % old mortgage interest rate +p.mbar0 = p.rm/(1 - (1 + p.rm)^(-p.D - 0)); % mortgage payment after modification (only applies to old mortgages) + +p.P1 = dP; % new house price +p.rm1 = ((1 + p.rm)^4 - dR)^(1/4) - 1; % interest rate on new mortgage +p.mbar1 = p.rm1/(1 - (1 + p.rm1)^(-p.D)); % payment on new mortgage + +simulate_ganong + + +case 'table7' + +simulate_taxrebate + + +case 'table8A' + + dR = 0; + dP = 0.75; + + p.P0 = 1; % old house price + p.rm0 = p.rm; % old mortgage interest rate + p.mbar0 = p.rm/(1 - (1 + p.rm)^(-p.D - 0)); % mortgage payment after modification (only applies to old mortgages) + + p.P1 = dP; % new house price + p.rm1 = ((1 + p.rm)^4 - dR)^(1/4) - 1; % interest rate on new mortgage + p.mbar1 = p.rm1/(1 - (1 + p.rm1)^(-p.D)); % payment on new mortgage + + experiment = 2; + + simulate_ganong + + +case 'table8B' + + dR = 0; + dP = 0.75; + + p.P0 = 1; % old house price + p.rm0 = p.rm; % old mortgage interest rate + p.mbar0 = p.rm/(1 - (1 + p.rm)^(-p.D - 0)); % mortgage payment after modification (only applies to old mortgages) + + p.P1 = dP; % new house price + p.rm1 = ((1 + p.rm)^4 - dR)^(1/4) - 1; % interest rate on new mortgage + p.mbar1 = p.rm1/(1 - (1 + p.rm1)^(-p.D)); % payment on new mortgage + + experiment = 3; + + simulate_ganong + + +case 'figure4' + +simulate_liquidity + + +case 'figure5' + +simulate_taxrebate + +end + + +%{ + + +%simulate_liquidity +%simulate_taxrebate + + +dR = 0.01*(1 - 0.2391); +dP = 1; + +%dR = 0*(1 - 0.2391); +%dP = 0.75; + +p.P0 = 1; % old house price +p.rm0 = p.rm; % old mortgage interest rate +p.mbar0 = p.rm/(1 - (1 + p.rm)^(-p.D - 0)); % mortgage payment after modification (only applies to old mortgages) + +p.P1 = dP; % new house price +p.rm1 = ((1 + p.rm)^4 - dR)^(1/4) - 1; % interest rate on new mortgage +p.mbar1 = p.rm1/(1 - (1 + p.rm1)^(-p.D)); % payment on new mortgage + +%p.rl = ((1 + p.rl)^4 - dR)^(1/4) - 1; +%p.rh = ((1 + p.rh)^4 - dR)^(1/4) - 1; + +p.adjustomega = (p.mbar0/p.mbar)^0; + +%simulate_new + +simulate_ganong + + +%} \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 Initial Wealth/start_calibration.m b/42/replication_package/model_replication/Main nu 3 Initial Wealth/start_calibration.m new file mode 100644 index 0000000000000000000000000000000000000000..261ec1926981b93ef0e4fe9366c236dbf0e107a5 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Initial Wealth/start_calibration.m @@ -0,0 +1,71 @@ +clear; +clc; + +format short g + +p.beta = 0.985605; +p.alpha = 0.67; +p.R = 0.0105; +p.phi = 0.938686; % productivity non-market +p.F0m = 0.102974; % fixed cost of refinancing +p.B = 10.265214; % bequest motive +p.r1 = 0.358448; +p.r2 = 10.327567; +p.rh = (1 + 0.015765)^(1/4) - 1; % upper bound on liquid rate +p.A0 = 6.5; + +x = [p.beta; p.alpha; p.R; p.phi; p.F0m; p.B; p.r1; p.r2; (1 + p.rh)^4 - 1; p.A0]; + +lb = [0.982; 0.60; 0.009; 0.85; 0.07; 9.5; 0.25; 8; 0.013; 4 ]; +ub = [0.989; 0.75; 0.012; 1.00; 0.13; 11.0; 0.45; 13; 0.019; 9 ]; + +ftarget = @(x) objective(x); + +% ftarget(x) +% return + +switch 'fminsearch' + + case 'fminsearch' + + disp('fminsearch') + + options = optimset('fminsearch'); + options.Display = 'iter'; + options.TolX = 1e-4; + options.MaxFunEvals = 250; + + x = fminsearchbnd(ftarget, x, lb, ub, options); + + + case 'ga' + + parpool + + disp('ga') + gaoptions = gaoptimset('Display', 'off','UseParallel', 'always', 'InitialPopulation', x'); + x = ga(@(x)ftarget(x), size(x, 1), [], [], [], [], lb, ub, [], gaoptions); + + + case 'particleswarm' + + disp('particleswarm') + + options = optimoptions('particleswarm', 'Display', 'off', 'MaxTime', 10000, 'UseParallel', true, 'InitialSwarm', x', 'SwarmSize', 200); + + x = particleswarm(ftarget, numel(x), lb', ub', options); %this function complains if I give it a structure as input + + + case 'patternsearch' + disp('patternsearch') + + options = optimoptions('patternsearch','Display','off', 'UseParallel', true); + + parpool + + x = patternsearch(ftarget, x, [], [], [], [], lb, ub, [], options); + +end + +x = x(:); + diff --git a/42/replication_package/model_replication/Main nu 3 Initial Wealth/start_new.m b/42/replication_package/model_replication/Main nu 3 Initial Wealth/start_new.m new file mode 100644 index 0000000000000000000000000000000000000000..4f96145ed4fbc59346b585c6764602e9d0865988 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Initial Wealth/start_new.m @@ -0,0 +1,135 @@ + + +p.rm = []; +p.mbar = []; + +p.rmgrid = [p.rm0; p.rm1]; +p.Pgrid = [p.P0; p.P1]; +p.mbargrid = [p.mbar0; p.mbar1]; + +p.nr = 2; % number of possible mortgage contracts + + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.atgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.atgrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid); % grid for W functions: made r state variable an index (1, 2), or else doesn't respect monotonicity +swr = gridmake(p.lgrid, p.zgrid); + +svht = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svrt = gridmake(p.agrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nr*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + +ind3h = kron((1:1:p.no*p.nt*p.nh*p.nr*p.nz*p.ne)', ones(p.na, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind3r = kron((1:1: p.nz*p.ne)', ones(p.na, 1)); + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nr*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.nat*p.no*p.nt*p.nh*p.nr*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.nat*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nr*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nr*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + +cmaxh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amin); % c that implies a' = amin +cmaxr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amin); + +cminh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amax); % c that implies a' = amax +cminr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amax); + +cmaxh = repmat(cmaxh, p.no*p.nt*p.nh*p.nr*p.nz, 1); +cmaxr = repmat(cmaxr, p.nz, 1); + +cminh = repmat(cminh, p.no*p.nt*p.nh*p.nr*p.nz, 1); +cminr = repmat(cminr, p.nz, 1); + + +% Terminal value of bequests + +rlh = interest(svbarh(:,1), p); +rlr = interest(svbarr(:,1), p); + +beqh = (1 + rlh).*svbarh(:,1) + (1 - p.Fs).*p.Pgrid(p.nr)*svbarh(:,4) - svbarh(:,2).*svbarh(:,3).*(1 + p.rmgrid(svbarh(:,5))).*p.Pgrid(svbarh(:,5)).*svbarh(:,4); +beqr = (1 + rlr).*svbarr(:,1); + +vbarh(:, p.T + 1) = p.pidelta(1)*p.B*(p.wbar + beqh - p.delta(1).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma) + ... + p.pidelta(2)*p.B*(p.wbar + beqh - p.delta(2).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); + +vbarr(:, p.T + 1) = p.B*(p.wbar + beqr).^(1 - p.sigma)/(1 - p.sigma); + +for t = p.T : -1 : 1 + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + At = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + [~, ~, ~, ~, vr(:,t)] = solveh_new(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', At, Y, znow); + + + % Solve discrete choice problem of homeowners + + At = svh(:,1); + Y = p.lambdat(t)*svh(:,6).*svh(:,7); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat*p.no*p.nt*p.nh*p.nr, 1)), p.ne, 1); % index of z in (a, omega, theta, h, r, z, e) space for owners + rnow = repmat(kron((1: 1 : p.nr)', ones(p.nat*p.no*p.nt*p.nh, 1)), p.nz*p.ne, 1); % index of r in (a, omega, theta, h, r, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.nat*p.no*p.nt, 1)), p.nr*p.nz*p.ne, 1); % index of h in (a, omega, theta, h, r, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.nat*p.no, 1)), p.nh*p.nr*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, r, z, e) space for owners + + + [~, ~, ~, ~, vh(:,t)] = solveh_new(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', At, Y, znow, hnow, tnow, rnow); + + % We need to interpolate to calculate the expected value before the delta shocks are realized, but after the z,e shocks are realized + + Vhinterp = griddedInterpolant({p.atgrid, (1: 1:p.no*p.nt*p.nh*p.nr*p.nz*p.ne)'}, reshape(vh(:, t), p.nat, p.no*p.nt*p.nh*p.nr*p.nz*p.ne), intmeth, 'linear'); + Vrinterp = griddedInterpolant({p.atgrid, (1: 1: p.nz*p.ne)'}, reshape(vr(:, t), p.nat, p.nz*p.ne), intmeth, 'linear'); + + + % Compute expected value and update vbar + + % 1. Step 1: integrate delta shocks by interpolate value of home and rent (which are functions of atilde) + + vhtemp = p.pidelta(1)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(1)*svht(:, 4), ind3h) + p.pidelta(2)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(2)*svht(:, 4), ind3h); + + vrtemp = Vrinterp((1 + interest(svrt(:,1), p)).*svrt(:,1), ind3r); + + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh*p.nr, Fzz}, vhtemp((i - 1)*p.na*p.no*p.nt*p.nh*p.nr*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nr*p.nz)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vrtemp((i - 1)*p.na*p.nz + 1 : i*p.na*p.nz)); + + end + +end + + + diff --git a/42/replication_package/model_replication/Main nu 3 Initial Wealth/temp.m b/42/replication_package/model_replication/Main nu 3 Initial Wealth/temp.m new file mode 100644 index 0000000000000000000000000000000000000000..564683f548f6a23ab30b3e99e4827274b53b1627 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Initial Wealth/temp.m @@ -0,0 +1,136 @@ + +% plot value of liquidity as a function of various characteristics + +% 1. Loan to Value + +LTV = Thsim(:, :, 2).*Osim(:,:,2); + +ltv = LTV(ind); + +good = ltv == 0; + +bins = [0; prctile(ltv(ltv > 0), (20:20:100)')]; + +xx = zeros(numel(bins), 1); +yy = xx; + +xx(1) = median(ltv(good)); +yy(1) = mean(max(0, gains(good))); + + +for i = 1 : numel(bins) - 1 + + good = ltv > bins(i) & ltv <= bins(i + 1); + + xx(i+1) = median(ltv(good)); + yy(i+1) = mean(max(0, gains(good))); + +end + +lasst = Asim(:, :, 2)./(Asim(:,:,2) + (1 - Thsim(:, :, 2).*Osim(:, :, 2)).*Hsim(:,:,2)); % liquid assets to wealth +logy = log(Ysim(:, :, 2)); % log income + +pti = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2); +lasst = lasst(ind); +logy = logy(ind); + +% Can we run some regressions? + +yy = min(1, max(0, gains)); +xx = [ltv, lasst, logy]; + +% randomly permute + +shuff = randperm(numel(yy)); + +yy = yy(shuff); +xx = xx(shuff, :); + +yy = yy(1 : 250000); +xx = xx(1 : 250000, :); + +nnet.type = 0; % output layer: 0 if f(x) in -inf, +inf, 1 if f(x) in 0, 1 +nnet.lambda = 0.1; % regularization parameter +nnet.lsize = [size(xx, 2), 25, 1]; % inner matrix: number of neurons in each hidden layer +nnet.afunc = {'tanhh'}; % activation functions in each inner layer + +tic +theta = fitreg([], xx, yy, nnet, 'knitro'); +toc +yyhat = predict(theta, xx, nnet); + +Rsq = 1 - mean((yy - yyhat).^2)/mean((yy - mean(yy)).^2); + + +% Compare to Matlab + +net = fitnet([25], 'trainlm'); + +net.trainParam.epochs = 200; + +net.layers{1}.transferFcn = 'tansig'; % for alternative functions + +net.divideParam.trainRatio = 0.70; +net.divideParam.valRatio = 0.15; +net.divideParam.testRatio = 0.15; + +net.inputs{1}.processFcns = {}; % don't normalize +net.outputs{2}.processFcns = {}; % don't normalize + +%net = configure(net, xx', yy'); +%net = setwb(net, theta); + +tic +net = train(net, xx', yy', 'useParallel','yes','showResources','yes'); +toc + +yyhat2 = net(xx')'; + +theta2 = getwb(net); + +Rsq2 = 1 - mean((yy - yyhat2).^2)/mean((yy - mean(yy)).^2); + +fprintf('\n %6.4f %6.4f \n', [Rsq Rsq2]); + +% plot + +xnode = gridmake(nodeunif(100, 0, p.thetam), median(xx(:,2)), median(xx(:,3))); +ynode = predict(theta, xnode, nnet); +ynode2 = net(xnode')'; + +figure(5) +subplot(2,2,1) + +plot(xnode(:,1), [ynode, ynode2]); + +[xxmed, yymed] = binned_plot(xx(:,1), yy, 10); + +hold on +scatter(xxmed, yymed, 150, 'filled') + +subplot(2,2,2) + +xnode = gridmake(median(xx(:,1)), nodeunif(100, prctile(xx(:,2), 1), prctile(xx(:,2), 99)), median(xx(:,3))); +ynode = predict(theta, xnode, nnet); +ynode2 = net(xnode')'; + +plot(xnode(:,2), [ynode, ynode2]); + +[xxmed, yymed] = binned_plot(xx(:,2), yy, 10); + +hold on +scatter(xxmed, yymed, 150, 'filled') + + +subplot(2,2,3) + +xnode = gridmake(median(xx(:,1)), median(xx(:,2)), nodeunif(100, prctile(xx(:,3), 1), prctile(xx(:,3), 99))); +ynode = predict(theta, xnode, nnet); +ynode2 = net(xnode')'; + +plot(xnode(:,3), [ynode, ynode2]); + +[xxmed, yymed] = binned_plot(xx(:,3), yy, 10); + +hold on +scatter(xxmed, yymed, 150, 'filled') \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 Initial Wealth/understand.m b/42/replication_package/model_replication/Main nu 3 Initial Wealth/understand.m new file mode 100644 index 0000000000000000000000000000000000000000..c6b010e9ef406c76079ac5acb180ed9e7e151c3b --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Initial Wealth/understand.m @@ -0,0 +1,104 @@ +clc +%{ +ind = 558; +initage = 150; + +dVc = (squeeze(Vallcsim(ind, 4, initage, 1 : S) - Vallcsim(ind, 5, initage, 1 : S)))./squeeze(Ccsim(ind, initage, 1 : S).^(-p.sigma)); +dV = squeeze( Vallsim(ind, 4, initage, 1 : S) - Vallsim(ind, 5, initage, 1 : S))./squeeze(Csim(ind, initage, 1 : S).^(-p.sigma)); + +Pc = squeeze(Pallcsim(ind, 4, initage, 1 : S)); +P = squeeze( Pallsim(ind, 4, initage, 1 : S)); + +Ac = squeeze(Acsim(ind, initage, 1 : S)); +A = squeeze( Asim(ind, initage, 1 : S)); + +LTVc = squeeze(Thcsim(ind, initage, 1 : S).*Ocsim(ind, initage, 1 : S)); +LTV = squeeze( Thsim(ind, initage, 1 : S).* Osim(ind, initage, 1 : S)); + +Y = squeeze( Ysim(ind, initage, 1 : S)); + +Hc = squeeze( Hcsim(ind, initage, 1 : S)); +H = squeeze( Hsim(ind, initage, 1 : S)); + +Cc = squeeze( Ccsim(ind, initage, 1 : S)); +C = squeeze( Csim(ind, initage, 1 : S)); + + + +Sav = p.thetam.*H(2).*(p.mbar0 - p.mbar1); + +fprintf('\n') +fprintf('\n') +fprintf('Savings if refinance in period 2: quarterly, PV at old rm = %9.3f %9.3f \n', [Sav, Sav*(1 - (1 + p.rm0)^(-p.D))/p.rm0]); + +fprintf('\n') +fprintf('\n') +fprintf('%s %s \n', [' Date', ' Gains from Refi', ' Prob Refi', ' Liq Asst', ' LTV', ' House Size', ' Income', ' Consumption']) +fprintf('\n') +fprintf('\n') +fprintf('\t%d %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f \n', [(1 : 1 : S)', dVc, dV, Pc, P, Ac, A, LTVc, LTV, Hc, H, Y, Cc, C, ]') +fprintf('\n') +fprintf('\n') + +%} + +% People who absent utility cost would benefit from refinance + +time = 2; + +% Absent Rate Drop + +borr = Hsim(:, :, time) > 0 & Osim(:, :, time) > 0; + +good = Hsim(:, :, time) > 0 & Osim(:, :, time) > 0 & squeeze((Vallsim(:, 4, :, time) > max(Vallsim(:, [1, 2, 3, 5], :, time), [], 2)) ); + +Vother = squeeze(max(Vallsim(:, [1, 2, 3, 5], :, time), [], 2)); +Vrefi = squeeze(Vallsim(:, 4, :, time)); +Vgap = (Vrefi - Vother)./Csim(:, :, time).^(-p.sigma); +Prefi = squeeze(Pallsim(:, 4, :, time)); +Refi = squeeze(Dsim(:, :, time) == 4); + + + +% After Rate Drop + +borrc = Hcsim(:, :, time) > 0 & Ocsim(:, :, time) > 0; + +goodc = Hcsim(:, :, time) > 0 & Ocsim(:, :, time) > 0 & squeeze((Vallcsim(:, 4, :, time) > max(Vallcsim(:, [1, 2, 3, 5], :, time), [], 2)) ); + +Votherc = squeeze(max(Vallcsim(:, [1, 2, 3, 5], :, time), [], 2)); +Vrefic = squeeze(Vallcsim(:, 4, :, time)); +Vgapc = (Vrefic - Votherc)./Ccsim(:, :, time).^(-p.sigma); +Prefic = squeeze(Pallcsim(:, 4, :, time)); +Refic = squeeze(Dcsim(:, :, time) == 4); + + +fprintf('\n') +fprintf('Steady State \n') +fprintf('\n') +fprintf('Monetary cost of refinancing, 2016 USD = %9.0f \n', p.F0m*12896); +fprintf('Fraction who would refinance absent utility cost = %9.2f \n', sum(good(:))/sum(borr(:))); +fprintf('Average welfare gains from refinancing, 2016 USD = %9.0f \n', mean(Vgap(good))*12896 ); +fprintf('Fraction who refinance = %9.2f \n', mean(Refi(borr)) ); + + +fprintf('\n') +fprintf('After decline in interest rates \n') +fprintf('\n') +fprintf('Fraction who would refinance absent utility cost = %9.2f \n', sum(goodc(:))/sum(borrc(:))); +fprintf('Average welfare gains from refinancing, 2016 USD = %9.0f \n', mean(Vgapc(goodc))*12896); +fprintf('Proportion of those that benefit who refinance = %9.3f \n', mean(Refic(goodc))); + + + +% Naive measure of benefit from refinancing: +% Is PV of savings (discounted at old rate) above the cost of borrowing + +PVgains = Osim(:,:, time).*Thsim(:, :, time).*Hsim(:, :, time).*((p.mbar0 - p.mbar1)*(1 - (1 + p.rm0)^(-p.D))/p.rm0 - p.F1m) - p.F0m; + +goodc = PVgains > 0; +fprintf('\n') + +fprintf('Fraction with positive savings from refinancing = %9.2f\n', sum(goodc(:))/sum(borrc(:))); +fprintf('Average savings from refinancing, 2016 USD = %9.0f\n', mean(PVgains(goodc))*12896); +fprintf('Fraction who refinance = %9.2f\n', mean(Refic(borrc))); diff --git a/42/replication_package/model_replication/Main nu 3 Initial Wealth/vec.m b/42/replication_package/model_replication/Main nu 3 Initial Wealth/vec.m new file mode 100644 index 0000000000000000000000000000000000000000..b979fb42e34c27aebf07fa2dc3437ae650f79efe --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Initial Wealth/vec.m @@ -0,0 +1,3 @@ +function y = vec(x) + +y = x(:); \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 Initial Wealth/wfunc.m b/42/replication_package/model_replication/Main nu 3 Initial Wealth/wfunc.m new file mode 100644 index 0000000000000000000000000000000000000000..2d3afefcae58a2425a33b17cdea93a89c5e726df --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Initial Wealth/wfunc.m @@ -0,0 +1,19 @@ +function v = wfunc(c, s, ind2, EV, p, type) + + +[~, aprime] = savings(c, s, p, type); + + +if strcmp(type, 'h') + +v = c.^(1 - p.sigma)/(1 - p.sigma) + p.alpha*s(:,4).^(1 - p.sigma)/(1 - p.sigma) - ... + p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*c.^(-p.sigma*(1 + 1/p.gamma)) + p.beta*EV(aprime, ind2); + +else + +v = (1 + p.alpha^(1/p.sigma)*p.R^(1 - 1/p.sigma))*c.^(1 - p.sigma)/(1 - p.sigma) - ... + p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*c.^(-p.sigma*(1 + 1/p.gamma)) + p.beta*EV(aprime, ind2); + +end + + diff --git a/42/replication_package/model_replication/Main nu 3 Initial Wealth/wprctile.m b/42/replication_package/model_replication/Main nu 3 Initial Wealth/wprctile.m new file mode 100644 index 0000000000000000000000000000000000000000..10cd9b35a60450821315b9d60706a9048a8806e5 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Initial Wealth/wprctile.m @@ -0,0 +1,195 @@ +function y = wprctile(X,p,varargin) +%WPRCTILE Returns weighted percentiles of a sample with six algorithms. +% The idea is to give more emphasis in some examples of data as compared to +% others by giving more weight. For example, we could give lower weights to +% the outliers. The motivation to write this function is to compute percentiles +% for Monte Carlo simulations where some simulations are very bad (in terms of +% goodness of fit between simulated and actual value) than the others and to +% give the lower weights based on some goodness of fit criteria. +% +% USAGE: +% y = WPRCTILE(X,p) +% y = WPRCTILE(X,p,w) +% y = WPRCTILE(X,p,w,type) +% +% INPUT: +% X - vector or matrix of the sample data +% p - scalar or a vector of percent values between 0 and 100 +% +% w - positive weight vector for the sample data. Length of w must be +% equal to either number of rows or columns of X. If X is matrix, same +% weight vector w is used for all columns (DIM=1)or for all rows +% (DIM=2). If the weights are equal, then WPRCTILE is same as PRCTILE. +% +% type - an integer between 4 and 9 selecting one of the 6 quantile algorithms. +% Type 4: p(k) = k/n. That is, linear interpolation of the empirical cdf. +% Type 5: p(k) = (k-0.5)/n. That is a piecewise linear function where +% the knots are the values midway through the steps of the +% empirical cdf. This is popular amongst hydrologists. (default) +% PRCTILE also uses this formula. +% Type 6: p(k) = k/(n+1). Thus p(k) = E[F(x[k])]. +% This is used by Minitab and by SPSS. +% Type 7: p(k) = (k-1)/(n-1). In this case, p(k) = mode[F(x[k])]. +% This is used by S. +% Type 8: p(k) = (k-1/3)/(n+1/3). Then p(k) =~ median[F(x[k])]. +% The resulting quantile estimates are approximately +% median-unbiased regardless of the distribution of x. +% Type 9: p(k) = (k-3/8)/(n+1/4). The resulting quantile estimates are +% approximately unbiased for the expected order statistics +% if x is normally distributed. +% +% Interpolating between the points pk and X(k) gives the sample +% quantile. Here pk is plotting position and X(k) is order statistics of +% x such that x(k)< x(k+1) < x(k+2)... +% +% OUTPUT: +% y - percentiles of the values in X +% When X is a vector, y is the same size as p, and y(i) contains the +% P(i)-th percentile. +% When X is a matrix, WPRCTILE calculates percentiles along dimension DIM +% which is based on: if size(X,1) == length(w), DIM = 1; +% elseif size(X,2) == length(w), DIM = 2; +% +% EXAMPLES: +% w = rand(1000,1); +% y = wprctile(x,[2.5 25 50 75 97.5],w,5); +% % here if the size of x is 1000-by-50, then y will be size of 6-by-50 +% % if x is 50-by-1000, then y will be of the size of 50-by-6 +% +% Please note that this version of WPRCTILE will not work with NaNs values and +% planned to update in near future to handle NaNs values as missing values. +% +% References: Rob J. Hyndman and Yanan Fan, 1996, Sample Quantiles in Statistical +% Package, The American Statistician, 50, 4. +% +% HISTORY: +% version 1.0.0, Release 2007/10/16: Initial release +% version 1.1.0, Release 2008/04/02: Implementation of other 5 algorithms and +% other minor improvements of code +% +% +% I appreciate the bug reports and suggestions. +% See also: PRCTILE (Statistical Toolbox) + +% Author: Durga Lal Shrestha +% UNESCO-IHE Institute for Water Education, Delft, The Netherlands +% eMail: durgals@hotmail.com +% Website: http://www.hi.ihe.nl/durgalal/index.htm +% Copyright 2004-2007 Durga Lal Shrestha. +% $First created: 16-Oct-2007 +% $Revision: 1.1.0 $ $Date: 02-Apr-2008 13:40:29 $ + +% *********************************************************************** + +%% Input arguments check + +% error(nargchk(2,4,nargin)) +% if ~isvector(p) || numel(p) == 0 +% error('wprctile:BadPercents', ... +% 'P must be a scalar or a non-empty vector.'); +% elseif any(p < 0 | p > 100) || ~isreal(p) +% error('wprctile:BadPercents', ... +% 'P must take real values between 0 and 100'); +% end +% if ndims(X)>2 +% error('wprctile:InvalidNumberofDimensions','X Must be 2D.') +% end + + +% Default weight vector +if isvector(X) + w = ones(length(X),1); +else + w = ones(size(X,1),1); % works as dimension 1 +end +type = 5; + +if nargin > 2 + if ~isempty(varargin{1}) + w = varargin{1}; % weight vector + end + if nargin >3 + type = varargin{2}; % type to compute quantile + end +end + +if ~isvector(w)|| any(w<0) + error('wprctile:InvalidWeight', ... + 'w must vecor and values should be greater than 0'); +end + +% Check if there are NaN in any of the input +nans = isnan(X); +if any(nans(:)) || any(isnan(p))|| any(isnan(w)) + error('wprctile:NaNsInput',['This version of WPRCTILE will not work with ' ... + 'NaNs values in any input and planned to update in near future to ' ... + 'handle NaNs values as missing values.']); +end +%% Figure out which dimension WPRCTILE will work along using weight vector w + +n = length(w); +[nrows, ncols] = size(X); +if nrows==n + dim = 1; +elseif ncols==n + dim = 2; +else + error('wprctile:InvalidDimension', ... + 'length of w must be equal to either number of rows or columns of X'); +end + +%% Work along DIM = 1 i.e. columswise, convert back later if needed using tflag + +tflag = false; % flag to note transpose +if dim==2 + X = X'; + tflag = true; +end +ncols = size(X,2); +np = length(p); +y = zeros(np,ncols); + +% Change w to column vector +w = w(:); + +% normalise weight vector such that sum of the weight vector equals to n +w = w*n/sum(w); + +%% Work on each column separately because of weight vector + +for i=1:ncols + [sortedX, ind] = sort(X(:,i)); % sort the data + sortedW = w(ind); % rearrange the weight according to ind + k = cumsum(sortedW); % cumulative weight + switch type % different algorithm to compute percentile + case 4 + pk = k/n; + case 5 + pk = (k-sortedW/2)/n; + case 6 + pk = k/(n+1); + case 7 + pk = (k-sortedW)/(n-1); + case 8 + pk = (k-sortedW/3)/(n+1/3); + case 9 + pk = (k-sortedW*3/8)/(n+1/4); + otherwise + error('wprctile:InvalidType', ... + 'Integer to select one of the six quantile algorithm should be between 4 to 9.') + end + + % to avoid NaN for outside the range, the minimum or maximum values in X are + % assigned to percentiles for percent values outside that range. + q = [0;pk;1]; + xx = [sortedX(1); sortedX; sortedX(end)]; + + % Interpolation between q and xx for given value of p + y(:,i) = interp1q(q,xx,p(:)./100); +end + +%% Transpose data back for DIM = 2 to the orginal dimension of X +% if p is row vector and X is vector then return y as row vector +if tflag || (min(size(X))==1 && size(p,1)==1) + y=y'; +end \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 Non Separable Utility/binned_plot.m b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/binned_plot.m new file mode 100644 index 0000000000000000000000000000000000000000..20128809df75feb0ca5e47ce1bce4356c78f3d5a --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/binned_plot.m @@ -0,0 +1,283 @@ + +function [x_med_out,y_med,y_low,y_high] = binned_plot(x,y,varargin) +% BINNED_PLOT binned scatter plot +% +% BINNED_PLOT(X,Y) splits vector X into bins of aproximately equal size, +% and plots each median against the median of the corresponding Y-values, +% as well as their inter-quartile range. X and Y must have the same +% number of rows or columns. +% +% BINNED_PLOT(X,Y,NUM_BINS) also specifies the (maximum) number of bins. +% +% +% [X_MED,Y_MED,Y_LOW,Y_HIGH] = BINNED_PLOT(...) returns the median of the +% X-bin, the median, lower and upper quartile of the corresponding Y-values +% +% Additional properties can be set as attribute-value pairs: +% - 'y_range' : specifies the width of the Y-band (range 0 .. 0.5; +% e.g., 0.5 plots the range between maxima and minima); +% default: 0.25 +% - 'y_mean_std' : plot means and standard deviations instead of medians +% and quartiles ['on','off'] +% - 'style' : plotting style (same options as in plot command) +% - 'density' : transparency corresponds to the number of points in +% the shaded area ['on','off'] +% - 'transparency' : transparency of filled range (for non-density plots) +% - 'transparency_min': minimum transparency of filled range (for density plots) +% - 'transparency_max': maximum transparency of filled range (for density plots) +% +% +% Example: +% x=0:0.1:20; +% y=[sin(x); cos(x)] + randn(2,201); +% binned_plot(x,y) +% + +% Stefan Schroedl +% 04/07/2008 + +optargin = size(varargin,2); +stdargin = nargin - optargin; + +if (stdargin<2) + error('at least two arguments required') +end + + +% defaults for optional arguments +num_bins = []; +y_range = []; +style = []; +y_mean_std = 0; +transparency = 0.1; +transparency_max = 0.6; +transparency_min = 0.1; +density_transparency = 0; + +% parse optional arguments +i=1; +while (i <= optargin) + if (i==1 && isnumeric(varargin{i})) + num_bins = varargin{i}; % interpret as number of bins + i = i + 1; + elseif (strcmp(varargin{i},'style') && i < optargin) + style = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'y_range') && i < optargin) + y_range = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'transparency') && i < optargin) + transparency = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'transparency_max') && i < optargin) + transparency_max = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'transparency_min') && i < optargin) + transparency_min = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'y_mean_std') && i < optargin) + if (strcmp(varargin{i+1},'on')) + y_mean_std = 1; + elseif (strcmp(varargin{i+1},'off')) + y_mean_std = 0; + else + error('unrecognized option for y_mean_std, should be [on/off]'); + end + i = i + 2; + elseif (strcmp(varargin{i},'density') && i < optargin) + if (strcmp(varargin{i+1},'on')) + density_transparency = 1; + elseif (strcmp(varargin{i+1},'off')) + density_transparency = 0; + else + error('unrecognized option for density, should be [on/off]'); + end + i = i + 2; + elseif (ischar(varargin{i})) + error('unrecognized attribute: %s', varargin{i}); + else + error('at most three arguments expected'); + end +end + +if (transparency_min >= transparency_max) + error('transparency_min should be smaller than transparency_max'); +end + +% determine input matrix sizes +[nx,mx] = size(x); +[ny,my] = size(y); + +if nx > 1 && mx > 1 + error('first argument must be a vector'); +end + +% adjust matrices to be column vectors + +if mx>1 + % transpose + x = x(:); + nx = mx; + mx = 1; +end + +if my == nx + % transpose + y = y'; + [ny,my] = size(y); +else + if ny ~= nx + error('first and second arguments must have either same number of rows or columns'); + end +end + + +if isempty(num_bins) + num_bins = max( min(length(x),3), floor(sqrt(length(x)-1))-1); % default heuristic for number of bins +else if ~isnumeric(num_bins) + db error('third argument num_bins must be numeric'); + end +end + +if isempty(y_range) + y_range = 0.25; % default: quartile +end + +if isempty(style) + style = ''; % no style specified +end + +% determine colors and markers +colors = repmat('b',1,my); +noColSpec = cell(1,my); +for i=1:my + [colors(i),noColSpec{i}] = getColorSpec(style,i); +end + +% x quantiles +qvals = 0:(1/num_bins):(1-1/num_bins); +x_quant = quantile(x,[qvals 1]); + +% remove identical bins +x_quant = sort(unique(x_quant)); + +% due to interpolation, some bins can still be empty +x_quant2 = x_quant; +x_quant = x_quant(1); +count_bin = length(find(x>x_quant2(1))); +for i=2:length(x_quant2) + count_bin2 = length(find(x>x_quant2(i))); + if count_bin2 ~= count_bin + x_quant = [x_quant x_quant2(i)]; + end + count_bin = count_bin2; +end + +% preallocate outputs +x_med = zeros(length(x_quant)-1,1); +y_med = zeros(length(x_quant)-1,my); +y_low = zeros(length(x_quant)-1,my); +y_high = zeros(length(x_quant)-1,my); + +% desired y range + +for i = 1:length(x_quant)-1 + idx = x >= x_quant(i) & (x < x_quant(i+1)); + if (~y_mean_std) + + q = quantile(y(idx,:),[0.5-y_range 0.5 0.5 + y_range]); + % hack for quantile output dim + if my == 1 + q = q'; + end + y_low(i,:) = q(1,:); + y_med(i,:) = q(2,:); + y_high(i,:) = q(3,:); + x_med(i) = median(x(idx)); + else + % use mean and std dev + m = mean(y(idx,:)); + s = std(y(idx,:)); + y_med(i,:) = m; + y_low(i,:) = m-s; + y_high(i,:) = m+s; + x_med(i) = mean(x(idx)); + end +end + +if (nargout == 0) + hold_mode = ishold; + x_min = x_quant(1); + x_max = x_quant(end); + for i=1:my + inner_spec = strcat(colors(i), noColSpec{i}); + + if(~density_transparency) + % fill between quartiles + xpoints=[x_min; x_med; x_max; x_max; flipud(x_med); x_min ]; + ypoints=[y_high([ 1 1:end end],i); flipud(y_low([1 1:end end],i)) ]; + fillhandle=fill(xpoints,ypoints,colors(i)); + set(fillhandle,'EdgeColor',colors(i),'FaceAlpha',transparency,'EdgeAlpha',transparency); %set transparency + else + % precompute trapezoids, areas + xpoints = zeros(4,length(x_med)+1); + ypoints = zeros(4,length(x_med)+1); + area_fill = zeros(1,length(x_med)+1); + + xpoints(:,1) = [x_min; x_med(1); x_med(1); x_min]; + ypoints(:,1) = [y_high(1,i); y_high(1,i); y_low(1,i); y_low(1,i)]; + area_fill(1) = (xpoints(2,1)-xpoints(1,1))*(ypoints(1,1)-ypoints(4,1)+ypoints(2,1)-ypoints(3,1))/2; + + for j=1:(length(x_med)-1) + xpoints(:,j+1) = [x_med(j); x_med(j+1); x_med(j+1); x_med(j)]; + ypoints(:,j+1) = [y_high(j,i); y_high(j+1,i); y_low(j+1,i); y_low(j,i)]; + area_fill(j+1) = (xpoints(2,j+1)-xpoints(1,j+1))*(ypoints(1,j+1)-ypoints(4,j+1)+ypoints(2,j+1)-ypoints(3,j+1))/2; + end + + xpoints(:,end) = [x_med(end); x_max; x_max; x_med(end)]; + ypoints(:,end) = [y_high(end,i); y_high(end,i); y_low(end,i); y_low(end,i)]; + area_fill(end) = (xpoints(2,end)-xpoints(1,end))*(ypoints(1,end)-ypoints(4,end)+ypoints(2,end)-ypoints(3,end))/2; + + area_max = max(area_fill); + area_min = min(area_fill); + area_range = area_max - area_min; + if (area_range == 0) + area_range = 1; + end + transparency_range = transparency_max - transparency_min; + % scale transparency according to density (i.e., inversely + % proportional to trapezoid area) + transp_mod = transparency_max - (area_fill - area_min) .* transparency_range ./ area_range; + for j=1:(length(x_med)+1) + fillhandle=fill(xpoints(:,j),ypoints(:,j),colors(i),'LineStyle','none'); + hold on; + set(fillhandle,'EdgeColor',colors(i),'FaceAlpha',transp_mod(j),'EdgeAlpha',transp_mod(j)); % set transparency + end + end + % plot median line + hold on; + plot(x_med,y_med(:,i),inner_spec); + end + + % restore old hold mode + if hold_mode == 0 + hold off; + end +else + x_med_out = x_med; +end + +% auxiliary function to retrieve color specification (if any) and remainder +function [color,noColSpec] = getColorSpec(s,i) +colors = 'bgrcmykw'; +color=colors(mod(i-1,8) + 1); % default color cycle +noColSpec = '-'; % default line style +if (~isempty(s)) + idx=ismember(s,colors); + if any(~idx) + noColSpec=s(~idx); + end + if any(idx) + color=s(idx(1)); + end +end diff --git a/42/replication_package/model_replication/Main nu 3 Non Separable Utility/findtransfer.m b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/findtransfer.m new file mode 100644 index 0000000000000000000000000000000000000000..6d6ddcbdd81c2105defa6003af3228d601bcdce8 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/findtransfer.m @@ -0,0 +1,4 @@ +function y = findtransfer(a, rhs, p) + + +y = (1 + interest(a, p)).*a - rhs; \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 Non Separable Utility/fminsearchbnd.m b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/fminsearchbnd.m new file mode 100644 index 0000000000000000000000000000000000000000..0448eae0f278145737a4c58ef211062d09896afc --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/fminsearchbnd.m @@ -0,0 +1,307 @@ +function [x,fval,exitflag,output] = fminsearchbnd(fun,x0,LB,UB,options,varargin) +% FMINSEARCHBND: FMINSEARCH, but with bound constraints by transformation +% usage: x=FMINSEARCHBND(fun,x0) +% usage: x=FMINSEARCHBND(fun,x0,LB) +% usage: x=FMINSEARCHBND(fun,x0,LB,UB) +% usage: x=FMINSEARCHBND(fun,x0,LB,UB,options) +% usage: x=FMINSEARCHBND(fun,x0,LB,UB,options,p1,p2,...) +% usage: [x,fval,exitflag,output]=FMINSEARCHBND(fun,x0,...) +% +% arguments: +% fun, x0, options - see the help for FMINSEARCH +% +% LB - lower bound vector or array, must be the same size as x0 +% +% If no lower bounds exist for one of the variables, then +% supply -inf for that variable. +% +% If no lower bounds at all, then LB may be left empty. +% +% Variables may be fixed in value by setting the corresponding +% lower and upper bounds to exactly the same value. +% +% UB - upper bound vector or array, must be the same size as x0 +% +% If no upper bounds exist for one of the variables, then +% supply +inf for that variable. +% +% If no upper bounds at all, then UB may be left empty. +% +% Variables may be fixed in value by setting the corresponding +% lower and upper bounds to exactly the same value. +% +% Notes: +% +% If options is supplied, then TolX will apply to the transformed +% variables. All other FMINSEARCH parameters should be unaffected. +% +% Variables which are constrained by both a lower and an upper +% bound will use a sin transformation. Those constrained by +% only a lower or an upper bound will use a quadratic +% transformation, and unconstrained variables will be left alone. +% +% Variables may be fixed by setting their respective bounds equal. +% In this case, the problem will be reduced in size for FMINSEARCH. +% +% The bounds are inclusive inequalities, which admit the +% boundary values themselves, but will not permit ANY function +% evaluations outside the bounds. These constraints are strictly +% followed. +% +% If your problem has an EXCLUSIVE (strict) constraint which will +% not admit evaluation at the bound itself, then you must provide +% a slightly offset bound. An example of this is a function which +% contains the log of one of its parameters. If you constrain the +% variable to have a lower bound of zero, then FMINSEARCHBND may +% try to evaluate the function exactly at zero. +% +% +% Example usage: +% rosen = @(x) (1-x(1)).^2 + 105*(x(2)-x(1).^2).^2; +% +% fminsearch(rosen,[3 3]) % unconstrained +% ans = +% 1.0000 1.0000 +% +% fminsearchbnd(rosen,[3 3],[2 2],[]) % constrained +% ans = +% 2.0000 4.0000 +% +% See test_main.m for other examples of use. +% +% +% See also: fminsearch, fminspleas +% +% +% Author: John D'Errico +% E-mail: woodchips@rochester.rr.com +% Release: 4 +% Release date: 7/23/06 + +% size checks +xsize = size(x0); +x0 = x0(:); +n=length(x0); + +if (nargin<3) || isempty(LB) + LB = repmat(-inf,n,1); +else + LB = LB(:); +end +if (nargin<4) || isempty(UB) + UB = repmat(inf,n,1); +else + UB = UB(:); +end + +if (n~=length(LB)) || (n~=length(UB)) + error 'x0 is incompatible in size with either LB or UB.' +end + +% set default options if necessary +if (nargin<5) || isempty(options) + options = optimset('fminsearch'); +end + +% stuff into a struct to pass around +params.args = varargin; +params.LB = LB; +params.UB = UB; +params.fun = fun; +params.n = n; +% note that the number of parameters may actually vary if +% a user has chosen to fix one or more parameters +params.xsize = xsize; +params.OutputFcn = []; + +% 0 --> unconstrained variable +% 1 --> lower bound only +% 2 --> upper bound only +% 3 --> dual finite bounds +% 4 --> fixed variable +params.BoundClass = zeros(n,1); +for i=1:n + k = isfinite(LB(i)) + 2*isfinite(UB(i)); + params.BoundClass(i) = k; + if (k==3) && (LB(i)==UB(i)) + params.BoundClass(i) = 4; + end +end + +% transform starting values into their unconstrained +% surrogates. Check for infeasible starting guesses. +x0u = x0; +k=1; +for i = 1:n + switch params.BoundClass(i) + case 1 + % lower bound only + if x0(i)<=LB(i) + % infeasible starting value. Use bound. + x0u(k) = 0; + else + x0u(k) = sqrt(x0(i) - LB(i)); + end + + % increment k + k=k+1; + case 2 + % upper bound only + if x0(i)>=UB(i) + % infeasible starting value. use bound. + x0u(k) = 0; + else + x0u(k) = sqrt(UB(i) - x0(i)); + end + + % increment k + k=k+1; + case 3 + % lower and upper bounds + if x0(i)<=LB(i) + % infeasible starting value + x0u(k) = -pi/2; + elseif x0(i)>=UB(i) + % infeasible starting value + x0u(k) = pi/2; + else + x0u(k) = 2*(x0(i) - LB(i))/(UB(i)-LB(i)) - 1; + % shift by 2*pi to avoid problems at zero in fminsearch + % otherwise, the initial simplex is vanishingly small + x0u(k) = 2*pi+asin(max(-1,min(1,x0u(k)))); + end + + % increment k + k=k+1; + case 0 + % unconstrained variable. x0u(i) is set. + x0u(k) = x0(i); + + % increment k + k=k+1; + case 4 + % fixed variable. drop it before fminsearch sees it. + % k is not incremented for this variable. + end + +end +% if any of the unknowns were fixed, then we need to shorten +% x0u now. +if k<=n + x0u(k:n) = []; +end + +% were all the variables fixed? +if isempty(x0u) + % All variables were fixed. quit immediately, setting the + % appropriate parameters, then return. + + % undo the variable transformations into the original space + x = xtransform(x0u,params); + + % final reshape + x = reshape(x,xsize); + + % stuff fval with the final value + fval = feval(params.fun,x,params.args{:}); + + % fminsearchbnd was not called + exitflag = 0; + + output.iterations = 0; + output.funcCount = 1; + output.algorithm = 'fminsearch'; + output.message = 'All variables were held fixed by the applied bounds'; + + % return with no call at all to fminsearch + return +end + +% Check for an outputfcn. If there is any, then substitute my +% own wrapper function. +if ~isempty(options.OutputFcn) + params.OutputFcn = options.OutputFcn; + options.OutputFcn = @outfun_wrapper; +end + +% now we can call fminsearch, but with our own +% intra-objective function. +[xu,fval,exitflag,output] = fminsearch(@intrafun,x0u,options,params); + +% undo the variable transformations into the original space +x = xtransform(xu,params); + +% final reshape to make sure the result has the proper shape +x = reshape(x,xsize); + +% Use a nested function as the OutputFcn wrapper + function stop = outfun_wrapper(x,varargin); + % we need to transform x first + xtrans = xtransform(x,params); + + % then call the user supplied OutputFcn + stop = params.OutputFcn(xtrans,varargin{1:(end-1)}); + + end + +end % mainline end + +% ====================================== +% ========= begin subfunctions ========= +% ====================================== +function fval = intrafun(x,params) +% transform variables, then call original function + +% transform +xtrans = xtransform(x,params); + +% and call fun +fval = feval(params.fun,reshape(xtrans,params.xsize),params.args{:}); + +end % sub function intrafun end + +% ====================================== +function xtrans = xtransform(x,params) +% converts unconstrained variables into their original domains + +xtrans = zeros(params.xsize); +% k allows some variables to be fixed, thus dropped from the +% optimization. +k=1; +for i = 1:params.n + switch params.BoundClass(i) + case 1 + % lower bound only + xtrans(i) = params.LB(i) + x(k).^2; + + k=k+1; + case 2 + % upper bound only + xtrans(i) = params.UB(i) - x(k).^2; + + k=k+1; + case 3 + % lower and upper bounds + xtrans(i) = (sin(x(k))+1)/2; + xtrans(i) = xtrans(i)*(params.UB(i) - params.LB(i)) + params.LB(i); + % just in case of any floating point problems + xtrans(i) = max(params.LB(i),min(params.UB(i),xtrans(i))); + + k=k+1; + case 4 + % fixed variable, bounds are equal, set it at either bound + xtrans(i) = params.LB(i); + case 0 + % unconstrained variable. + xtrans(i) = x(k); + + k=k+1; + end +end + +end % sub function xtransform end + + + + + diff --git a/42/replication_package/model_replication/Main nu 3 Non Separable Utility/interest.m b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/interest.m new file mode 100644 index 0000000000000000000000000000000000000000..a803c11bf639587df429cae019dec0baa5772085 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/interest.m @@ -0,0 +1,4 @@ +function rl = interest(A, p) + +rl = 1./(1 + exp(-p.r1*(A - p.r2)))*(p.rh - p.rl) + p.rl; + diff --git a/42/replication_package/model_replication/Main nu 3 Non Separable Utility/kronm.m b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/kronm.m new file mode 100644 index 0000000000000000000000000000000000000000..37c3ef55e11a041e1c9332397e1f90c086a49983 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/kronm.m @@ -0,0 +1,113 @@ +function x = kronm(Q,x) + +% Fast Kronecker matrix multiplication, for both full and sparse matrices +% of any size. Never computes the actual Kronecker matrix and omits +% multiplication by identity matrices. +% y = kronm(Q,x) computes +% y = (Q{k} kron ... Q{2} kron Q{1})*x +% If Q contains only two matrices and x is a vector, the code uses the +% identity +% ( Q{2} kron Q{1} )*vec(X) = vec(Q{1}*X*Q{2}'), +% where vec(X)=x. If Q contains more than two matrices and/or if x has more +% than one column, the algorithm uses a generalized form of this identity. +% The idea of the algorithm is to see x as a multi-dimensional array and to +% apply the linear maps Q{i} separately for each dimension i. If Q contains +% just one matrix, the function returns the regular matrix product Q{1}*x. +% +% Inputs: +% Q: 1-by-k cell array containing k matrices of arbitrary size +% (can be sparse). Denote by R(i) the number of rows of Q{i}, and +% by C(i) the number of columns. Alternatively, Q{i} may also be +% a scalar qi. This is interpreted as the qi-by-qi identity +% matrix. Hand over identity matrices in this fashion for optimal +% performance. +% x: Matrix of size CC-by-m, where CC=C(1)*...*C(k). +% +% Output: Matrix of size RR-by-m, where RR=R(1)*...*R(k). +% +% +% Example: +% R = [60, 30, 20]; % Number of rows for matrices Q{1},Q{2},Q{3}. +% C = [55, 25, 15]; % Number of columns of matrices Q{i}. +% m = 5; % Number of columns of x. +% Q = cell(1,length(R)); % Create cell with sparse random matrices +% for i=1:length(R) % of density 0.05. +% Q{i} = sprand(R(i),C(i),0.05); +% end +% x = rand(prod(C),m); % Random matrix x with C(1)*C(2)*C(3) rows. +% y = kron(Q{3},kron(Q{2},Q{1}))*x; +% % Matlab's Kronecker multiplication... +% yy= kronm(Q,x); % and kronm... +% norm(y-yy) % ... give the same result up to +% % computational error. +% +% +% Version: 6-Oct-2015 +% Author: Matthias Kredler (Universidad Carlos III de Madrid) +% mkredler@eco.uc3m.es +% Acknowledgement: +% This code follows the same idea as 'kronmult' by Paul G. Constantine & +% David F. Gleich (Stanford, 2009). However, I avoid loops and allow for +% non-square inputs Q{i}. I have also included the special treatment for +% identity matrices. + +m = size(x,2); % Obtain number of columns in input. +k = length(Q); % Number of matrices in Q. +R = zeros(1,k); % Vector for number of rows of, +C = zeros(1,k); % Q-matrices and for number of columns. +comp = true(1,k); % Check if we have to multiply by Q{i}. +for i=1:k + if isscalar(Q{i}) % If input Q{i} is a scalar, don't + comp(i) = false; % have to multiply in this dimension. + R(i) = Q{i}; % Read in number of rows and columns. + C(i) = Q{i}; + else % Otherwise, read out size of the + [R(i),C(i)] = size(Q{i}); % matrix. + end +end + +xsiz = [C,m]; % Will constantly change dimension of x. + % xsiz is the current size, when x is + % reshaped to array of dim. + % C(1),C(2),...,C(k),m. + +if comp(1) % Start with first Kronecker product, + x = Q{1}*reshape(x,[C(1),prod(xsiz)/C(1)]); + % leave out if Q{i} is identity. + xsiz(1) = R(1); % Replace size of dimension 1. +end % (Don't do this in loop below --> save + % time on reshapes and permutes) +if k>1 && m==1 % If Q has just one element, we're done. + if comp(k) % If x was a column vector, do the last + x = reshape(x,[prod(xsiz)/C(k),C(k)]) *Q{k}' ; + xsiz(k) = R(k); % Kronecker product by matrix + end % post-multiplication to save time on + % reshapes and permutes. + loopTo = k-1; % Will only have to loop up to + % dimension k-1 below. +else % If x is a matrix, have to loop over + loopTo = k; % all dimensions. +end + +if k>2 || m>1 % Now loop over remaining dimensions, + x = reshape(x,xsiz); % inf any. Reshape x into an array of + for i=2:loopTo % dimension R(1),C(2),...,C(k)or R(k),m. + if comp(i) % If Q{i} is not identity: Create + dims = 1:k+1; % vector to re-shuffle dimensions. + dims(i) = []; % Put dimension i first (by permute), + dims = [i, dims]; %#ok % e.g. order [2,1,3,4,5] + % for i=2 and k=4. Turn off Matlab's + % warning for size change. + Xmat = reshape( permute(x,dims), [C(i), prod(xsiz)/C(i)] ); + % Then bring array into matrix with + Xmat = Q{i}*Xmat; % N(i) rows, ex: N(2)-by-N(1)*N(3)*... + % *N(4)*m and multiply by Q{i}. + xsiz(i) = R(i); % Changed dimensionality of x. + x = ipermute( reshape(Xmat,[R(i), xsiz(dims(2:k+1))]), dims ); + end % Reshape back to array, ex: to dim. + end % N(2),N(1),N(3),N(4),m, and inverse- + % permute to go back to orginal array, +end % ex: dim. N(1),N(2),N(3),N(4),m. + +x = reshape(x,[prod(R),m]); % Then give back result as matrix. + diff --git a/42/replication_package/model_replication/Main nu 3 Non Separable Utility/lookup1.m b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/lookup1.m new file mode 100644 index 0000000000000000000000000000000000000000..b1505d4dd7ab85ad6022be69430658f336d97116 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/lookup1.m @@ -0,0 +1,71 @@ +% LOOKUP Performs a table lookup. +% USAGE +% ind=lookup(tabvals,x,endadj); +% INPUTS +% tabvals : a sorted vector of n values +% x : an array of values +% endadj : a optional endpoint adjustment: 0, 1, 2 or 3. +% OUTPUT +% ind : an array (same size as x) of indices from 1 to n +% +% Returns an array of size(x) with element (i,j) equal to +% max k: x(i,j)>=tabvals(k) +% +% Optional endpoint adjustments: +% 0: no adjustments +% 1: values of x < min(tabvals) will return +% length(tabvals=tabvals(1)) +% 2: values of x > max(tabvals) will return +% m-length(tabvals=tabvals(end)) +% 3: adjustments 1 and 2 will be performed +% +% With endadj=3 all the indices are between 1 and n-1 +% To find the nearest table value to each x use: +% ind = lookup(tabvals,x,3); +% ind = ind + (x-tabvals(ind) > tabvals(ind+1)-x); +% nearest = tabvals(ind); +% +% Coded in C. + +% Copyright (c) 1997-2000, Paul L. Fackler & Mario J. Miranda +% paul_fackler@ncsu.edu, miranda.4@osu.edu + +function ind=lookup(tabvals,x,endadj); + +global CompEcon_MEXwarned + +if isempty(CompEcon_MEXwarned) + disp('Warning: You are using the m-file version of a function that is coded as a C Mex file.') + disp(' Running this M file version may be significantly slower and more memory intensive.') + disp(' Use MEXALL to create the executable (MEX or DLL) and make sure it is on the MATLAB path.') + CompEcon_MEXwarned=1; +end + + +if nargin<2 + error('At least two parameters must be specified'); +end +if nargin<3 endadj=0; end +if isempty(endadj) endad=0; end + +n=prod(size(x)); +if min(size(tabvals))>1 + error('tabvals must be a vector'); +else + tabvals=tabvals(:); + if any(diff(tabvals)<0) + error('tabvals must be sorted in ascending order') + end +end +m=length(tabvals); +if endadj>=2, m=m-length(find(tabvals==tabvals(end))); end + +[temp,ind]=sort([tabvals(1:m); x(:)]); +temp=find(ind>m); +j=ind(temp)-m; +ind=reshape(temp-(1:n)',size(x)); +ind(j)=ind(:); + +if endadj==1 | endadj==3 + ind(ind==0)=length(find(tabvals==tabvals(1))); +end diff --git a/42/replication_package/model_replication/Main nu 3 Non Separable Utility/lookup1.mexa64 b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/lookup1.mexa64 new file mode 100644 index 0000000000000000000000000000000000000000..d45b592990528cdf9bec076c8ebfa193adc36d52 Binary files /dev/null and b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/lookup1.mexa64 differ diff --git a/42/replication_package/model_replication/Main nu 3 Non Separable Utility/lookup1.mexmaci64 b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/lookup1.mexmaci64 new file mode 100644 index 0000000000000000000000000000000000000000..c355da46b986916252b3bd3c06ec513f8774efa1 Binary files /dev/null and b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/lookup1.mexmaci64 differ diff --git a/42/replication_package/model_replication/Main nu 3 Non Separable Utility/lookup1.mexw32 b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/lookup1.mexw32 new file mode 100644 index 0000000000000000000000000000000000000000..187dff29e1d7905d71b29ee4f986b9635bc5bc35 Binary files /dev/null and b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/lookup1.mexw32 differ diff --git a/42/replication_package/model_replication/Main nu 3 Non Separable Utility/neldmead_bounds.m b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/neldmead_bounds.m new file mode 100644 index 0000000000000000000000000000000000000000..a27a8bb8d0f4a14305b8a48091fccbee51ac77af --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/neldmead_bounds.m @@ -0,0 +1,145 @@ +function x_opt = neldmead_bounds(func, x_init, x_min, x_max, varargin) +% [x_opt]=neldmead_bounds(func,x_init,x_min,x_max) +% minimizes f(x) such that x_min <= x_opt <= x_max. +% modified version of original by H.P. Gavin , Civil & Env'ntl Eng'g, Duke Univ. 21 January 2006 +% all i did is to make it readable for myself and exclude g(x) <0 +% constraint +% +% INPUT +% ====== +% func : the name of the function to be minimizes in the form y=func(x) +% x_init : the vector of initial parameter values ... a column vector +% x_min : minimum permissible values of the parameters, x +% x_max : maximum permissible values of the parameters, x +% +% OUTPUT +% ====== +% x_opt : a set of parameters at or near the optimal value + + + tol_x = 1e-4; % tolerance for convergence in x + tol_f = 1e-4; % tolerance for convergence in f + max_iter = 250; % maximum number of function evaluations + + +n = length(x_init); + +onesn = ones(1,n); +ot = 2:n+1; +on = 1:n; +function_count = 0; % the number of function evaluations + + +% Nelder-Mead constants +a_reflect = 2; a_expand = 1; a_contract = 0.5; a_shrink = 0.5; + +% Evaluate the initial guess and the range of allowable parameter variation + +x_init = min(max(x_init,x_min),x_max); + +[fv] = feval(func,x_init, varargin{:}); +if any(x_max == x_min) + error('error: x_max can not equal x_min for any parameter'); +end + +% Place input guess in the simplex! (credit L.Pfeffer at Stanford) +% Set up a simplex near the initial guess. + +p1 = .2; % originally .2 +p2 = .1; % originally .1 + +delta_x = min( p1*(1+abs(x_init)) , p2*(x_max-x_init).*(x_max~=x_init) ); +idx = find(delta_x == 0); +delta_x(idx) = -p2*(x_init(idx)-x_min(idx)); + +% --- initialization +simplex = x_init; +for j = 1:n + y = x_init; + y(j) = y(j) + delta_x(j); + x = min(max(y,x_min),x_max); + simplex = [simplex x]; %create simplex one by one + [f] = feval(func,x, varargin{:}); %evaluate function + fv = [fv f]; %record function values + +end + +% order the vertices in increasing order of fv +[fv,idx] = sort(fv); simplex = simplex(:,idx); +disp([simplex;fv]) + +iter=1; +while iter < max_iter % --- main loop + + change_x = max(max(abs(simplex(:,ot)-simplex(:,onesn)))); + change_f = max(abs(fv(1)-fv(ot))); + + if change_x < tol_x && change_f < tol_f + break; + end + + % One step of the Nelder-Mead simplex algorithm + + happy = 0; + +% reflect + vbar = (sum(simplex(:,on)')/n)'; % centroid of better vertices + vr = min(max(vbar + a_reflect*(vbar-simplex(:,n+1)),x_min),x_max); + [fr] = feval(func,vr, varargin{:}); + + + if ( fr >= fv(1) && fr < fv(n+1) ) + happy = 1; vk = vr; fk = fr; how = 'reflect'; + end + +% expand + if ( happy == 0 && fr < fv(1) ) + ve = min(max(vbar + a_expand*(vr-vbar),x_min),x_max); + [fe] = feval(func,ve, varargin{:}); + + function_count = function_count + 1; + if fe < fr + happy = 1; vk = ve; fk = fe; how = 'expand'; + else + happy = 1; vk = vr; fk = fr; how = 'reflect'; + end + end + +% contract + if ( happy == 0 && fr >= fv(n) ) + vc = min(max(vbar + a_contract*(vbar-simplex(:,n+1)),x_min),x_max); + [fc] = feval(func,vc, varargin{:}); + + + if fc < fv(n+1) + happy = 1; vk = vc; fk = fc; how = 'contract'; + end + end + +% if you have accepted a new point, replace the worst point (n+1) with it + + if ( happy == 1 ) + simplex(:,n+1) = vk; fv(n+1) = fk; + else + +% shrink + v1 = simplex(:,1); + for i=2:n+1 + vs = min(max(v1 + a_shrink*(simplex(:,i)-v1),x_min),x_max); + [fs] = feval(func,vs, varargin{:}); + + simplex(:,i) = vs; + fv(i) = fs; + end + + how = 'shrink'; + end + +% order the vertices in increasing order of fv + [fv,idx] = sort(fv); simplex = simplex(:,idx); + x_opt = simplex(:,1); + %fprintf('%4i %6.2e %6.2e\n',[iter,change_f,change_x]) + iter=iter+1; +end + + diff --git a/42/replication_package/model_replication/Main nu 3 Non Separable Utility/objective.m b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/objective.m new file mode 100644 index 0000000000000000000000000000000000000000..da1d677f3b8aeda8679e051d693be40e4e9c13d0 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/objective.m @@ -0,0 +1,237 @@ +function err_mom = objective(x) + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',22); + +intmeth = 'linear'; +printr = 0; + +optset('bisect', 'tol', 1e-32); + +% Calibrated Parameters + +p.beta = x(1); % discount factor +p.alpha = x(2); % weight on housing in preferences +p.R = x(3); +p.phi = x(4); % productivity non-market +p.F0m = x(5); % fixed cost of refinancing +p.B = x(6); +p.r1 = x(7); +p.r2 = x(8); % parameters governing shape of rl curve +p.rh = (1 + x(9))^(1/4) - 1; % interest rate + +% Assigned Parameters + +p.nu = 3; % parameter in exponential distribution + +p.pidelta = [0.975; 0.025]; % probability of expenditure shocks +p.delta = [0; 0.0625]; % expenditure shock, fraction of home (quarterly so divide by 4) + +p.rl = (1 - 0.028)^(1/4) - 1; % lower bound on liquid rate + +p.T = 61*4; % last period of life +p.D = 30*4; % maturity of mortgages + +p.sigma = 2; % CRRA +p.gamma = 1; % Frisch elasticity of non-market production + +p.rm = (1 + 0.025)^(1/4) - 1; % mortgage interest rate + +p.Fs = 0.06; % fixed cost of selling home +p.F1m = 0.005; % proportional cost of refinancing + +p.wbar = 1; % parameter governing luxuriousness of bequests + +p.thetam = 0.85; % maximum LTV +p.thetay = 0.214; % maximum PTI + +rhoz = 0.9908; +sz = 0.0761; +se = (1 - 0.55)^(1/2)*0.4869; % Krueger Perri (2011) show 55% of the variance of trans compon is measurement error so subtract + +time = (1 : 1 : p.T)'; +p.lambdat = exp(0.07982636 - 0.02322307 * (time/4 + 25) + 0.00105409 * (time/4 + 25).^2 - 0.00001028 * (time/4 + 25).^3); + +p.thetay = p.thetay*(1 - 0.3126./(1 + exp(18.629 - 0.3049*(time/4 + 25)))); + +p.mbar = p.rm/(1 - (1 + p.rm)^(-p.D)); % minimum payment required per 1 of initial debt + + +% Quality of Approximation + +p.na = 75; % number of nodes for liquid assets +p.nat = 75; % number of nodes for atilde = (1 + rl)*a - delta*h +p.nl = 75; % number of nodes for liquidity +p.no = 11; % number of nodes for omega (fraction of loan outstanding) +p.nt = 5; % number of possible initial LTV +p.nh = 7; % number of nodes for housing +p.nz = 9; % points for exogenous income z +p.ne = 3; + + +% Discretize Income Process + +[zgrid, Fzz] = rouwenhorst(rhoz, sz, p.nz); +zgrid = exp(zgrid'); +p.zgrid = zgrid; + +[Fz, d] = eigs(Fzz', 1, 'largestabs'); +Fz = Fz/sum(Fz); +Fz = full(Fz); % ergodic distribution of z + +[egrid, we] = qnwnorm(p.ne, 0, se^2); +egrid = exp(egrid); +p.egrid = egrid; + + +% Discretize other state variables + +amin = -0.4; +amax = 100; +p.agrid = amin + (amax - amin)*nodeunif(p.na, 0, 1).^2; + +omin = 0; +omax = 1; +p.ogrid = omin + (omax - omin)*nodeunif(p.no, 0, 1); + +tmin = 0.25; +tmax = p.thetam; % allow to cover fixed cost +p.tgrid = tmin + (tmax - tmin)*nodeunif(p.nt, 0, 1); + +hmin = 5; % minimum house size +hmax = 40; % maximum house size +p.hgrid = hmin + (hmax - hmin)*nodeunif(p.nh, 0, 1).^1.5; + +ymin = min(p.lambdat)*zgrid(1)*egrid(1); +ymax = max(p.lambdat)*zgrid(end)*egrid(end); + +lmin = -1; % keep it reasonably negative so they know that's a bad state to find yourself in +lmax = 125; +p.lgrid = lmin + (lmax - lmin)*nodeunif(p.nl, 0, 1).^1.5; + +atmin = -p.delta(2)*hmax + (1 + p.rl)*amin; +atmax = (1 + p.rh)*amax; +p.atgrid = atmin + (atmax - atmin)*nodeunif(p.nat, 0, 1).^1.5; + + + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.atgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.atgrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for W functions +swr = gridmake(p.lgrid, p.zgrid); + +svht = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for computing intermediate value function (creier prajit) +svrt = gridmake(p.agrid, p.zgrid, p.egrid); + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + +ind3h = kron((1:1:p.no*p.nt*p.nh*p.nz*p.ne)', ones(p.na, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind3r = kron((1:1: p.nz*p.ne)', ones(p.na, 1)); + + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.nat*p.no*p.nt*p.nh*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.nat*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + +cmaxh = bisect('savings', 1e-13, 1e5, swh, p, 'h', amin); % c that implies a' = amin +cmaxr = bisect('savings', 1e-13, 1e5, swr, p, 'r', amin); + +cminh = bisect('savings', 1e-13, 1e5, swh, p, 'h', amax); % c that implies a' = amax +cminr = bisect('savings', 1e-13, 1e5, swr, p, 'r', amax); + + +% Terminal value of bequests + +rlh = interest(svbarh(:,1), p); +rlr = interest(svbarr(:,1), p); + +vbarh(:, p.T + 1) = p.pidelta(1)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(1)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma) + ... + p.pidelta(2)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(2)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); + +vbarr(:, p.T + 1) = p.B*(p.wbar + (1 + rlr).*svbarr(:,1)).^(1 - p.sigma)/(1 - p.sigma); + + +for t = p.T : -1 : 1 + + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + At = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + [~, ~, ~, ~, vr(:,t)] = solveh(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', At, Y, znow); + + + % Solve discrete choice problem of housing + + At = svh(:,1); + Y = p.lambdat(t)*svh(:,5).*svh(:,6); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat*p.no*p.nt*p.nh, 1)), p.ne, 1); % index of z in (a, omega, theta, h, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.nat*p.no*p.nt, 1)), p.nz*p.ne, 1); % index of h in (a, omega, theta, h, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.nat*p.no, 1)), p.nh*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, z, e) space for owners + + + [~, ~, ~, ~, vh(:,t)] = solveh(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', At, Y, znow, hnow, tnow); + + % We need to interpolate to calculate the expected value before the delta shocks are realized, but after the z,e shocks are realized + + Vhinterp = griddedInterpolant({p.atgrid, (1: 1:p.no*p.nt*p.nh*p.nz*p.ne)'}, reshape(vh(:, t), p.nat, p.no*p.nt*p.nh*p.nz*p.ne), intmeth, 'linear'); + Vrinterp = griddedInterpolant({p.atgrid, (1: 1: p.nz*p.ne)'}, reshape(vr(:, t), p.nat, p.nz*p.ne), intmeth, 'linear'); + + + % Compute expected value and update vbar + + % 1. Step 1: integrate delta shocks by interpolate value of home and rent (which are functions of atilde) + + vhtemp = p.pidelta(1)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(1)*svht(:, 4), ind3h) + p.pidelta(2)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(2)*svht(:, 4), ind3h); + + vrtemp = Vrinterp((1 + interest(svrt(:,1), p)).*svrt(:,1), ind3r); + + % 2. Step 2: integrate income shocks + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh, Fzz}, vhtemp((i - 1)*p.na*p.no*p.nt*p.nh*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nz)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vrtemp((i - 1)*p.na*p.nz + 1 : i*p.na*p.nz)); + + end + +end + + +simulate diff --git a/42/replication_package/model_replication/Main nu 3 Non Separable Utility/plot_decisions.m b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/plot_decisions.m new file mode 100644 index 0000000000000000000000000000000000000000..02ab927bd8e2d145e7c78ec64609d4d42773f27c --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/plot_decisions.m @@ -0,0 +1,109 @@ + +close all + +t = 185; + +EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +N = 100; + +oind = p.no; onow = oind*ones(N, 1); + +tind = 5; tnow = tind*ones(N, 1); +hind = 2; hnow = hind*ones(N, 1); +zind = 3; znow = zind*ones(N, 1); + +ind2 = sub2ind([p.no, p.nt, p.nh, p.nz], onow, tnow, hnow, znow); + +state = gridmake(nodeunif(N, 0, 2), p.ogrid(oind), p.tgrid(tind), p.hgrid(hind), p.zgrid(zind)); + +cmin = bisect('savings', 1e-13, 1e5, state(:,1), p, 'h', amax); +cmax = bisect('savings', 1e-13, 1e5, state(:,1), p, 'h', amin); + +C = solve_golden('wfunc', cmin, cmax, state, ind2, EVh, p, 'h'); + +[~, Aprime] = savings(C, state, p, 'h'); + + +figure(1) + +subplot(1, 2, 1) +plot(state(:, 1), C); + +title('consumption', 'Interpreter', 'Latex'); +xlabel('$l$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + +subplot(1, 2, 2) +plot(state(:, 1), Aprime); + +title('$a^{\prime}$', 'Interpreter', 'Latex'); +xlabel('$l$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + + + + +% Housing Choice + +eind = 2; + +state = gridmake(nodeunif(N, amin, 5), p.ogrid(oind), p.tgrid(tind), p.hgrid(hind), p.zgrid(zind), p.egrid(eind)); + +Y = p.lambdat(t)*p.zgrid(zind)*p.egrid(eind); +A = state(:,1); + +[Lall, omegaall, thetaall, hall, v, pall, vall] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', A, Y, znow, hnow, tnow); + + + +figure(2) + +subplot(2, 3, 1) +plot(A, pall); +title('prob. each choice', 'Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + +subplot(2, 3, 2) +plot(A, Lall); +title('liquidity','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + +subplot(2, 3, 3) +plot(A, omegaall); +title('$\omega^{\prime}$','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + +subplot(2, 3, 4) +plot(A, thetaall); +title('$\bar{\theta}^{\prime}$','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + + +subplot(2, 3, 5) +plot(A, hall); +title('$h^{\prime}$','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + + +subplot(2, 3, 6) +plot(A, vall); +title('value','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + diff --git a/42/replication_package/model_replication/Main nu 3 Non Separable Utility/plot_decisions_rate.m b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/plot_decisions_rate.m new file mode 100644 index 0000000000000000000000000000000000000000..703b309a29407d9602d2c3ad55dc4d13e6e19c9f --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/plot_decisions_rate.m @@ -0,0 +1,52 @@ + +close all + +% understand value of each option + +t = 75; + +tind = 3; +hind = 5; +rind = 1; +zind = 5; +eind = 2; + +omega = 0.0; + +state = gridmake(nodeunif(100, 0, 3), omega, p.tgrid(tind), p.hgrid(hind), rind, p.zgrid(zind), p.egrid(eind)); + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +ai = state(:,1); +yi = p.lambdat(t)*state(:,6).*state(:,7); + +[li, oi, thi, hi, vi, di, valli] = solveh_rm(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', ai, yi, zind*ones(100, 1), hind*ones(100, 1), tind*ones(100, 1), rind*ones(100, 1)); + +state2 = gridmake(ai + 0.0001, omega, p.tgrid(tind), p.hgrid(hind), rind, p.zgrid(zind), p.egrid(eind)); +ai2 = state2(:,1); + +[~, ~, ~, ~, vi2] = solveh_rm(state2, Whinterp, Wrinterp, p, p.thetay(t), 'h', ai2, yi, zind*ones(100, 1), hind*ones(100, 1), tind*ones(100, 1), rind*ones(100, 1)); + +vprime = (vi2 - vi)./(ai2 - ai); + + + + +figure(3) + +subplot(1, 2, 1) +plot(ai, di); + +title('discrete choice', 'Interpreter', 'Latex'); +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + + +subplot(1, 2, 2) +plot(ai, (valli(:, 1:4) - valli(:, 5))./vprime); + +title('values', 'Interpreter', 'Latex'); +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') diff --git a/42/replication_package/model_replication/Main nu 3 Non Separable Utility/rouwenhorst.m b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/rouwenhorst.m new file mode 100644 index 0000000000000000000000000000000000000000..b63dcbaa002c4cdc734110fadee1cd5d36526c07 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/rouwenhorst.m @@ -0,0 +1,29 @@ +%rouwenhorst.m +% +%[zgrid, P] = rouwenhorst(rho, sigma_eps, n) +% +% rho is the 1st order autocorrelation +% sigma_eps is the standard deviation of the error term +% n is the number of points in the discrete approximation +% +% http://www.karenkopecky.net/rouwenhorst.m + +function [zgrid, P] = rouwenhorst(rho,sigma_eps,n) + +mu_eps = 0; + +q = (rho+1)/2; +nu = ((n-1)/(1-rho^2))^(1/2) * sigma_eps; + +P = [q 1-q;1-q q]; + + +for i=2:n-1 + P = q*[P zeros(i,1);zeros(1,i+1)] + (1-q)*[zeros(i,1) P;zeros(1,i+1)] + ... + (1-q)*[zeros(1,i+1); P zeros(i,1)] + q*[zeros(1,i+1); zeros(i,1) P]; + P(2:i,:) = P(2:i,:)/2; +end + +zgrid = linspace(mu_eps/(1-rho)-nu,mu_eps/(1-rho)+nu,n); + + diff --git a/42/replication_package/model_replication/Main nu 3 Non Separable Utility/savings.m b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/savings.m new file mode 100644 index 0000000000000000000000000000000000000000..375342c6fbabdff56a35606b1055f51db111f3d8 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/savings.m @@ -0,0 +1,29 @@ +function [Dist, Aprime, H, N] = savings(C, s, p, type, bnd) + +% gives A' for a given level of consumption + +if strcmp(type, 'h') + + H = s(:, 4); + N = (C.^(-p.sigma)./(C.^(1 - p.sigma) + p.alpha*H.^(1 - p.sigma))).^(1/p.gamma)*p.phi^(1/p.gamma); + + Aprime = s(:,1) + p.phi*N - C; + +else + + H = (p.R/p.alpha).^(-1/p.sigma).*C; + N = (C.^(-p.sigma)./(C.^(1 - p.sigma) + p.alpha*H.^(1 - p.sigma))).^(1/p.gamma)*p.phi^(1/p.gamma); + + Aprime = s(:,1) + p.phi*N - C - p.R*H; + +end + +if nargin == 5 + + Dist = Aprime - bnd; + +else + + Dist = []; + +end \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 Non Separable Utility/simulate.m b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/simulate.m new file mode 100644 index 0000000000000000000000000000000000000000..a66876391cba688dfbd9bc585eadaa36ab4093e1 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/simulate.m @@ -0,0 +1,741 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +N = 25000; +T = p.T; + +A = zeros(2*N, T + 1); % Liquid Assets +O = zeros(2*N, T + 1); % fraction of loan outstanding +Th = zeros(2*N, T + 1); % initial mortgage size +H = zeros(2*N, T + 1); % house size + +C = zeros(2*N, T); % consumption +L = zeros(2*N, T); % liquidity after making housing choice +D = zeros(2*N, T); % discrete choice: 1 ... 5 +Y = zeros(2*N, T); % income +V = zeros(2*N, T); % value function +Rent = zeros(2*N, T); +Yh = zeros(2*N, T); % home production +S = zeros(2*N, T); % service flow from housing + + +Pall = zeros(2*N, 5, T); +Vall = zeros(2*N, 5, T); + +Mind = zeros(2*N, T + 1); % number of your mortgage (1, 2, 3, ...) +Hind = zeros(2*N, T + 1); % number of your house (1, 2, 3) +Curt = zeros(2*N, T); % indicator for whether curtail mortgage + +% First simulate history of shocks to income + +rng(100); + +Z = zeros(2*N, T); +E = zeros(2*N, T); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + +Fzcum = [0; cumsum(Fz)]; % cumulative ergodic for initial conditions +[~, bin] = histc(unif, Fzcum); % bin is the index of initial draw of z + +Z(:,1) = bin; + +unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + +Fecum = [0; cumsum(we)]; % cumulative ergodic for transitory shock +[~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + +E(:,1) = bin; + +Y(:,1) = p.lambdat(1)*p.zgrid(Z(:,1)).*p.egrid(E(:,1)); + + +for t = 2 : T + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Z(:,t-1), :), 2)]; + + Z(:,t) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + E(:,t) = bin; + + Y(:,t) = p.lambdat(t)*p.zgrid(Z(:,t)).*p.egrid(E(:,t)); + +end + +U = rand(2*N, T); % random variable that determines choice probability (adjustment cost) + +Delta = rand(2*N, T); % random variable that determines maintenance shock + +Delta = p.delta(1)*(Delta <= p.pidelta(1)) + p.delta(2)*(Delta > p.pidelta(1)); + + +% period 1 all are renters with 0 wealth + +t = 1; + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +state = (1 + interest(A(:, t), p)).*A(:,t); % others irrelevant here + +[Lall, Oall, Thall, Hall, V(:,t), Pall(:, 1: 3, t), Vall(:, 1 : 3, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'r', state(:,1), Y(:, t), Z(:, t)); + +Pcum = [zeros(2*N, 1), cumsum(Pall(:, 1: 3, t), 2)]; + +unif = rand(2*N, 1); + +D(:, t) = ((unif < Pcum(:, 2:end)).*(unif >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + +ind = sub2ind([2*N, 3], (1 : 1 : 2*N)', D(:,t)); + +L(:, t) = Lall(ind); +O(:, t + 1) = Oall(ind); +Th(:, t + 1) = Thall(ind); +H(:, t + 1) = Hall(ind); + + +% Find consumption + +rent = H(:, t + 1) == 0; + +Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, t), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); +Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, t), p.nl, p.nz), intmeth, 'linear'); + +stemp = [L(rent, t), p.zgrid(Z(rent, t))]; + +cmin = bisect('savings', 1e-13, 1e5, stemp, p, 'r', amax); % c that implies a' = amin +cmax = bisect('savings', 1e-13, 1e5, stemp, p, 'r', amin); % c that implies a' = amin + +C(rent, t) = max(min(Crint(stemp), cmax), cmin); + +[~, A(rent, t+1), Rent(rent, t), Yh(rent, t)] = savings(C(rent,t), stemp, p, 'r'); % none of the other state variables matter + +S(rent, t) = Rent(rent, t); + +stemp = [L(~rent, t), O(~rent, t+1), Th(~rent, t+1), H(~rent, t+1), p.zgrid(Z(~rent, t))]; + +cmin = bisect('savings', 1e-13, 1e5, stemp, p, 'h', amax); % c that implies a' = amin +cmax = bisect('savings', 1e-13, 1e5, stemp, p, 'h', amin); % c that implies a' = amin + +C(~rent,t) = max(min(Chint(stemp), cmax), cmin); + +[~, A(~rent, t+1), ~, Yh(~rent, t)] = savings(C(~rent,t), stemp, p, 'h'); + +S(~rent, t) = H(~rent, t + 1); + +Hind(:, t + 1) = D(:, t) > 1; +Mind(:, t + 1) = D(:, t) == 3; + +for t = 2 : T + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + rent = H(:, t) == 0; + + % Renters + + state = (1 + interest(A(rent, t), p)).*A(rent, t); % others don't matter directly + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, V(rent,t), Pall(rent, 1 : 3, t), Vall(rent, 1 : 3, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'r', state(:,1), Y(rent, t), Z(rent, t)); + + Pcum = [zeros(ntemp, 1), cumsum(Pall(rent, 1 : 3, t), 2)]; + + D(rent, t) = ((U(rent, t) < Pcum(:, 2:end)).*(U(rent, t) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', D(rent, t)); + + L(rent, t) = Lall(ind); + O(rent, t + 1) = Oall(ind); + Th(rent, t + 1) = Thall(ind); + H(rent, t + 1) = Hall(ind); + + Hind(rent, t + 1) = Hind(rent, t) + (D(rent, t) > 1); + Mind(rent, t + 1) = Mind(rent, t) + (D(rent, t) == 3); + + % Homeowners + + ntemp = numel(find(~rent)); + + state = [(1 + interest(A(~rent, t), p)).*A(~rent, t) - Delta(~rent, t).*H(~rent, t), O(~rent, t), Th(~rent, t), H(~rent, t)]; % others don't matter directly + + hind = lookup1(p.hgrid, H(~rent, t), 1); + tind = lookup1(p.tgrid, Th(~rent, t), 1); + + [Lall, Oall, Thall, Hall, V(~rent,t), Pall(~rent, :, t), Vall(~rent, :, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', state(:,1), Y(~rent, t), Z(~rent, t), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pall(~rent, :, t), 2)]; + + D(~rent, t) = ((U(~rent, t) < Pcum(:, 2:end)).*(U(~rent, t) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', D(~rent, t)); + + L(~rent, t) = Lall(ind); + O(~rent, t + 1) = Oall(ind); + Th(~rent, t + 1) = Thall(ind); + H(~rent, t + 1) = Hall(ind); + + Hind(~rent, t + 1) = Hind(~rent, t) + (D(~rent, t) == 2 | D(~rent, t) == 3); + Mind(~rent, t + 1) = Mind(~rent, t) + (D(~rent, t) == 3 | D(~rent, t) == 4); + + Curt(~rent, t + 1) = (Curt(~rent, t) == 1 | (O(~rent, t+1) <= (1 + p.rm)*O(~rent, t) - p.mbar - 1e-5)) & (D(~rent, t) == 5) & (O(~rent, t+1) > 0); + + + % Find consumption + + rent = H(:, t + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, t), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, t), p.nl, p.nz), intmeth, 'linear'); + + stemp = [L(rent, t), p.zgrid(Z(rent, t))]; + + cmin = bisect('savings', 1e-13, 1e5, stemp, p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, stemp, p, 'r', amin); % c that implies a' = amin + + C(rent, t) = max(min(Crint(stemp), cmax), cmin); + + [~, A(rent, t+1), Rent(rent, t), Yh(rent, t)] = savings(C(rent,t), stemp, p, 'r'); % none of the other state variables matter + + S(rent, t) = Rent(rent, t); + + + stemp = [L(~rent, t), O(~rent, t+1), Th(~rent, t+1), H(~rent, t+1), p.zgrid(Z(~rent, t))]; + + cmin = bisect('savings', 1e-13, 1e5, stemp, p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, stemp, p, 'h', amin); % c that implies a' = amin + + C(~rent,t) = max(min(Chint(stemp), cmax), cmin); + + [~, A(~rent, t+1), ~, Yh(~rent, t)] = savings(C(~rent,t), stemp, p, 'h'); + + S(~rent, t) = H(~rent, t + 1); + +end + +Asave = A; +Osave = O; +Thsave = Th; +Hsave = H; +Csave = C; +Lsave = L; +Dsave = D; +Ysave = Y; +Zsave = Z; +Esave = E; +Vsave = V; +Pallsave = Pall; +Vallsave = Vall; +Usave = U; +Deltasave = Delta; +Yhsave = Yh; +Ssave = S; + +%{ + +figure(2) + +id = 1; + +subplot(2,2,1), plot([C(id, 1 : p.T)', Y(id, 1 : p.T)']); +title('Consumption and Income', 'Interpreter','Latex'); +h = legend('consumption', 'income'); +set(gca, 'ygrid', 'on') +set(h,'Interpreter','latex'); + + +subplot(2,2,2), plot([A(id, 1 : p.T + 1)', H(id, 1 : p.T + 1)'.*(1 - O(id, 1 : p.T + 1)'.*Th(id, 1 : p.T + 1)')]); +title('Wealth', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') +h = legend('liquid', 'illiquid'); +set(h,'Interpreter','latex'); + +subplot(2,2,3), plot([H(id, 2 : p.T + 1)', (p.R/p.alpha)^(-1/p.sigma)*C(id, :)']) +title('Housing', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +subplot(2,2,4), plot(O(id, 1 : p.T + 1)'.*Th(id, 1 : p.T + 1)') +title('LTV', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + + + +figure(3) + +subplot(2,2,1), plot([mean(C(:, 1 : p.T))', mean(Y(:, 1 : p.T))']); +title('Consumption and Income', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +legend('consumption', 'income') +set(gca, 'ygrid', 'on') + +subplot(2,2,2), plot([mean(A)', mean(H.*(1 - Th.*O))']); +title('Wealth', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') +h = legend('liquid', 'illiquid'); +set(h,'Interpreter','latex'); + +subplot(2,2,3), plot([mean(H)']); +title('Housing Stock', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +subplot(2,2,4), plot([mean(Th.*H.*O)'./mean(H)']); +title('LTV', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +%} + +W = A + H.*(1 - Th.*O); +Debt = H.*Th.*O; +Rent = p.R*Rent; % expenditure, to check resource constraint +Yh = p.phi*Yh; + +% LTVtilde = zeros(size(Debttilde)); +% LTVtilde(H > 0) = Debttilde(H>0)./H(H>0); + +thetagrid = lookup1(p.tgrid, Th(:, 2:end), 1); +htemp = H(:, 2: end); + +% PTItilde = p.mbar*Debttilde(:, 2:end)./Y; + +newloan = D == 3 | D == 4; +LTVbinds = Th(:, 2:end) == p.thetam & newloan; + +PTIuncon = zeros(2*N, T); + +uncon = newloan & thetagrid < 5; + +PTIuncon(uncon) = p.mbar*p.tgrid(thetagrid(uncon) + 1).*htemp(uncon)./Y(uncon); + +PTIbinds = PTIuncon > p.thetay' & ~LTVbinds; + +fractatLTV = mean(LTVbinds(newloan)); +fractatPTI = mean(PTIbinds(newloan)); + +%fprintf('\n') +%fprintf('Fraction constrained by: 1. LTV, 2. PTI, 3. unconst = %9.2f %9.2f %9.2f\n', [fractatLTV, fractatPTI, 1 - fractatLTV - fractatPTI]); +%fprintf('\n') + + +%{ + +% Check aggregate resource constraint +% transaction costs: + +Debttilde = zeros(2*N, T + 1); +Debttilde(H > 0) = (Debt(H > 0) - p.F0m)./(1 + p.F1m); + + +Ftrans = (H(:, 1 : end - 1) == 0).*(D == 3).*(p.F0m + p.F1m*Debttilde(:, 2:end)) + ... % mortgage origination cost for renters + (H(:, 1 : end - 1) > 0).*(D <= 3).*(p.Fs*H(:, 1 : end - 1)) + ... % house selling costs for homeowners + (H(:, 1 : end - 1) > 0).*(D == 3 | D == 4).*(p.F0m + p.F1m*Debttilde(:, 2:end)); % mortgage origination cost for homeowners + +t = 1:T; + +rl = interest(A(:, t), p); + +err_agg = norm(vec(C(:,t) + H(:, t+1) + A(:, t+1) + (1 + p.rm)*Debt(:, t) + Rent(:,t) - Yh(:,t) - Y(:,t) - (1 + rl).*A(:, t) - H(:, t).*(1 - Delta(:,t)) - Debt(:, t+1) + Ftrans(:,t))); + +fprintf('Err in Agg Resource Constr = %9.2e \n', err_agg); + +%} + +fsell = mean(vec(D <= 3 & H(:, 1 : end-1) > 0))/ mean(vec(H(:, 1 : end-1) > 0))*4; +fmortg = mean(vec(Th(:,1:end-1).*O(:,1:end-1) > 0 & H(:, 1 : end-1) > 0)) / mean(vec(H(:, 1 : end-1) > 0)); + +agewealthratio = mean(vec(W(:, 41*4 + 1 : end))) / mean(vec(W(:, 2 : 41*4))); + +reqpayment = p.mbar*Th(:, 1:end - 1).*H(:, 1:end - 1).*(O(:, 1:end - 1) > 0).*(D == 5); +actpayment = ((1 + p.rm)*Debt(:, 1 : end - 1) - Debt(:, 2 : end)).*(D == 5); + +fcurtail = sum(vec(D == 5) & vec(O(:, 1:end-1) > 0) & vec(Curt(:, 1:end - 1) > 0))/sum(vec(D == 5) & vec(O(:, 1:end-1) > 0)); + +PTI = reqpayment(reqpayment > 0)./Y(reqpayment > 0); + +HY = H(:, 2:end)./Y/4; + +Age = zeros(2*N, T); % mortgage age + +for t = 2 : T + + Age(:,t) = (Age(:,t-1) + 1/4).*(Age(:,t-1) > 0 & D(:,t) == 5) + 1/4.*(D(:,t) == 3 | D(:,t) == 4); + +end + +Age = Age - 1/4; + +Age = floor(Age); + +LTV = O.*Th; + + +% Let's compute refinance statistics the way Denis did in PSID data (imagine we track people every 2 years) + + +dates = 5 : 8 : p.T; % interview dates: Jan 1 1999, Jan 1 2001, Jan 1 2003 ... + +Ya = zeros(2*N, numel(dates) - 1); % annual income: 1998, 2000, 2002 +Ra = zeros(2*N, numel(dates) - 1); % refinance between 1998-2000, 2000-2002 ... +Na = zeros(2*N, numel(dates) - 1); % eligible to be counted as refinancer +Aa = zeros(2*N, numel(dates) - 1); % liquid assets at the time of the interview +Ha = zeros(2*N, numel(dates) - 1); % house value at interview +LTVa = zeros(2*N, numel(dates) - 1); % LTV at interview +dLTVa = zeros(2*N, numel(dates) - 1); % change in LTV + +for i = 1 : numel(dates) - 1 + +Ya(:, i) = sum(Y(:, dates(i) - 4 : 1 : dates(i) - 1), 2); + +Ra(:, i) = LTV(:, dates(i + 1)) > 1.05*LTV(:, dates(i)) & Hind(:, dates(i+1)) == Hind(:, dates(i)) & LTV(:, dates(i)) > 0 & H(:, dates(i)) > 0; +Na(:, i) = Hind(:, dates(i+1)) == Hind(:, dates(i)) & LTV(:, dates(i)) > 0 & H(:, dates(i)) > 0; + +Aa(:, i) = A(:, dates(i)); +Ha(:, i) = H(:, dates(i)); +LTVa(:, i) = LTV(:, dates(i)); +dLTVa(:, i) = LTV(:, dates(i + 1)) - LTV(:, dates(i)); + + +end + +AYa = Aa./Ya; +AWa = Aa./(Aa + (1 - LTVa).*Ha); +AWa(isnan(AWa)) = 0; + + +fextract = sum(Ra(:) > 0 & Na(:) > 0)/sum(Na(:) > 0); +medextract = median(dLTVa(Ra(:) > 0 & Na(:) > 0)./LTVa(Ra(:) > 0 & Na(:) > 0)); +meanextract = mean(dLTVa(Ra(:) > 0 & Na(:) > 0)./LTVa(Ra(:) > 0 & Na(:) > 0)); +meddLTV = median(dLTVa(Ra(:) > 0 & Na(:) > 0)); +meandLTV = mean(dLTVa(Ra(:) > 0 & Na(:) > 0)); + +AWrefimean = mean(AWa(Ra == 1 & Na == 1)); +AWinacmean = mean(AWa(Ra == 0 & Na == 1)); +AYrefimean = mean(AYa(Ra == 1 & Na == 1)); +AYinacmean = mean(AYa(Ra == 0 & Na == 1)); + + +AWrefimed = median(AWa(Ra == 1 & Na == 1)); +AWinacmed = median(AWa(Ra == 0 & Na == 1)); +AYrefimed = median(AYa(Ra == 1 & Na == 1)); +AYinacmed = median(AYa(Ra == 0 & Na == 1)); + + + + +LTV = LTV(:, 2:end); + + +moment_model = zeros(57, 1); + +moment_model(1) = mean(vec(H(:, 2 : end) > 0)); +moment_model(2) = mean(vec(W(:, 2 : end))) /mean(vec(Y))/4; +moment_model(3) = mean(vec(H(:, 2 : end))) /mean(vec(Y))/4; +moment_model(4) = mean(vec(Debt(:, 2 : end))) /mean(vec(Y))/4; +moment_model(5) = mean(vec(A(:, 2 : end))) /mean(vec(Y))/4; +moment_model(6) = median(vec(A(:, 2 : end))) /mean(vec(Y))/4; + +moment_model(7) = mean(A(H > 0)) /mean(vec(Y))/4; +moment_model(8) = median(A(H > 0)) /mean(vec(Y))/4; + +moment_model(9) = mean(vec(A(:,2:end) <= 0)); +moment_model(10) = mean(vec(A(:,2:end) <= 4/26*Y)); % HTM with liquid assets < 2 weeks +moment_model(11) = sum(vec(A(:,2:end) <= 0) & vec(H(:, 2:end) > 0))/sum(vec(H(:, 2:end) > 0)); +moment_model(12) = sum(vec(A(:,2:end) <= 4/26*Y) & vec(H(:, 2:end) > 0))/sum(vec(H(:, 2:end) > 0)); + +moment_model(13) = fextract; +moment_model(14) = mean(vec(Yh))/mean(vec(C)); +moment_model(15) = agewealthratio; + +moment_model(16) = fcurtail; +moment_model(17) = fsell; +moment_model(18) = fmortg; +moment_model(19) = medextract; +moment_model(20) = meddLTV; + + +moment_model(21 : 25) = prctile(vec(A(:, 2 : end)), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(26 : 30) = prctile(A(H == 0), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(31 : 35) = prctile(A(H > 0), [10; 25; 50; 75; 90])/mean(vec(Y))/4; + +hpgrowth = 0.00; + +moment_model(36 : 40) = prctile(LTV(LTV > 0)./(1 + hpgrowth).^(Age(LTV > 0) - 1), [10; 25; 50; 75; 90]); + + +moment_model(41 : 45) = prctile((1 - Th(H > 0).*O(H > 0)).*H(H > 0)./W(H > 0), [10; 25; 50; 75; 90]); +moment_model(46 : 50) = prctile(vec(W(:,2:end)), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(51 : 55) = prctile(PTI, [10; 25; 50; 75; 90]); +moment_model(56 : 60) = prctile(HY(HY > 0), [10; 25; 50; 75; 90]); +moment_model(61 : 65) = prctile(Age(Age >=0 & LTV > 0), [10; 25; 50; 75; 90]); + +moment_model(66) = AWrefimean; +moment_model(67) = AWinacmean; +moment_model(68) = AYrefimean; +moment_model(69) = AYinacmean; +moment_model(70) = AWrefimed; +moment_model(71) = AWinacmed; +moment_model(72) = AYrefimed; +moment_model(73) = AYinacmed; + + +moment_data = [0.64; 1.45; 1.82; 0.83; 0.46; 0.07; 0.53; 0.15; 0.26; 0.41; 0.20; 0.32; 0.15; 0.23; 2.00; 0.22; 0.044; 0.71; 0.24; 0.11; + -0.04; 0; 0.07; 0.48; 1.50; -0.05; 0; 0.01; 0.15; 1; -0.04; 0.01; 0.15; 0.68; 1.69; + 0.18; 0.39; 0.62; 0.77; 0.88; 0.36; 0.64; 0.87; 0.99; 1.04; 0; 0.04; 0.73; 2.34; 3.94; + 0.05; 0.08; 0.11; 0.17; 0.24; 1.02; 1.62; 2.48; 3.78; 6.43; 0; 1; 3; 6; 10; + 0.09; 0.21; 0.34; 1.39; 0.04; 0.16; 0.03; 0.18]; + + + +clc + +fprintf('\n') +fprintf('Left Column: Model, Right Column: Data\n') +fprintf('\n') +fprintf('Table 11, A. Moments Used in Calibration \n') + +fprintf('\n') +fprintf('I. Aggregate Moments\n') + +fprintf('\n') +fprintf('fraction homeowners = %9.2f %9.2f\n', [moment_model(1), moment_data(1)]); +fprintf('wealth to income = %9.2f %9.2f\n', [moment_model(2), moment_data(2)]); +fprintf('housing to income = %9.2f %9.2f\n', [moment_model(3), moment_data(3)]); +fprintf('mortgage debt to income = %9.2f %9.2f\n', [moment_model(4), moment_data(4)]); +fprintf('mean liquid assets to income = %9.2f %9.2f\n', [moment_model(5), moment_data(5)]); +fprintf('fraction borrowers who extract = %9.2f %9.2f\n', [round(moment_model(13)/2*100)/100, round(moment_data(13)/2*100)/100]); + +fprintf('\n') +fprintf('\n') +fprintf('II. Distribution of Liquid Assets\n') + +fprintf('\n') +fprintf('\n') +fprintf('10th pctile = %9.2f %9.2f\n', [moment_model(21), moment_data(21)]); +fprintf('25th pctile = %9.2f %9.2f\n', [moment_model(22), moment_data(22)]); +fprintf('50th pctile = %9.2f %9.2f\n', [moment_model(23), moment_data(23)]); +fprintf('75th pctile = %9.2f %9.2f\n', [moment_model(24), moment_data(24)]); +fprintf('90th pctile = %9.2f %9.2f\n', [moment_model(25), moment_data(25)]); +fprintf('\n') + + + +% +% if printr +% fprintf('\n') +% fprintf('\n') +% fprintf('Homeownership Rate = %9.2f %9.2f\n', [moment_model(1), moment_data(1)]); +% fprintf('Aggregate Wealth to Income = %9.2f %9.2f\n', [moment_model(2), moment_data(2)]); +% fprintf('Aggregate Housing to Income = %9.2f %9.2f\n', [moment_model(3), moment_data(3)]); +% fprintf('Aggregate Debt to Income = %9.2f %9.2f\n', [moment_model(4), moment_data(4)]); +% +% fprintf('\n') +% fprintf('Aggregate Liquid assets to Income = %9.2f %9.2f\n', [moment_model(5), moment_data(5)]); +% fprintf('Median Liquid assets to Income = %9.2f %9.2f\n', [moment_model(6), moment_data(6)]); +% fprintf('Mean Liquid assets to Income Owners = %9.2f %9.2f\n', [moment_model(7), moment_data(7)]); +% fprintf('Median Liquid assets to Income Owners = %9.2f %9.2f\n', [moment_model(8), moment_data(8)]); +% +% fprintf('\n') +% fprintf('Fraction HTM (A <= 0) = %9.2f %9.2f\n', [moment_model(9), moment_data(9)]); +% fprintf('Fraction HTM (A <= 1/26 income) = %9.2f %9.2f\n', [moment_model(10), moment_data(10)]); +% fprintf('Fraction HTM (A <= 0) Owners = %9.2f %9.2f\n', [moment_model(11), moment_data(11)]); +% fprintf('Fraction HTM (A <= 1/26 income) Owners = %9.2f %9.2f\n', [moment_model(12), moment_data(12)]); +% +% fprintf('\n') +% +% fprintf('Fraction of Borrowers who extract last 2 years = %9.2f %9.2f\n', [moment_model(13), moment_data(13)]); +% fprintf('Non-Market Production to Consumption = %9.2f %9.2f\n', [moment_model(14), moment_data(14)]); +% fprintf('Mean wealth retirees / workers = %9.2f %9.2f\n', [moment_model(15), moment_data(15)]); +% fprintf('\n') +% fprintf('\n') +% +% fprintf('\n') +% fprintf('Fraction of Borrowers Ahead on Payments = %9.2f %9.2f\n', [moment_model(16), moment_data(16)]); +% fprintf('Fraction of Homeowners who sell = %9.2f %9.2f\n', [moment_model(17), moment_data(17)]); +% fprintf('Fraction of Homeowners with mortgage = %9.2f %9.2f\n', [moment_model(18), moment_data(18)]); +% fprintf('Median increase in balance extract = %9.2f %9.2f\n', [moment_model(19), moment_data(19)]); +% fprintf('Median increase in LTV extract = %9.2f %9.2f\n', [moment_model(20), moment_data(20)]); +% +% fprintf('\n') +% +% fprintf('10 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(21), moment_data(21)]); +% fprintf('25 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(22), moment_data(22)]); +% fprintf('50 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(23), moment_data(23)]); +% fprintf('75 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(24), moment_data(24)]); +% fprintf('90 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(25), moment_data(25)]); +% fprintf('\n') +% fprintf('10 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(26), moment_data(26)]); +% fprintf('25 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(27), moment_data(27)]); +% fprintf('50 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(28), moment_data(28)]); +% fprintf('75 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(29), moment_data(29)]); +% fprintf('90 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(30), moment_data(30)]); +% fprintf('\n') +% fprintf('10 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(31), moment_data(31)]); +% fprintf('25 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(32), moment_data(32)]); +% fprintf('50 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(33), moment_data(33)]); +% fprintf('75 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(34), moment_data(34)]); +% fprintf('90 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(35), moment_data(35)]); +% +% +% fprintf('\n') +% +% fprintf('10 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(36), moment_data(36)]); +% fprintf('25 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(37), moment_data(37)]); +% fprintf('50 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(38), moment_data(38)]); +% fprintf('75 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(39), moment_data(39)]); +% fprintf('90 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(40), moment_data(40)]); +% fprintf('\n') +% fprintf('10 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(41), moment_data(41)]); +% fprintf('25 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(42), moment_data(42)]); +% fprintf('50 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(43), moment_data(43)]); +% fprintf('75 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(44), moment_data(44)]); +% fprintf('90 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(45), moment_data(45)]); +% fprintf('\n') +% fprintf('10 pctile Wealth = %9.2f %9.2f\n', [moment_model(46), moment_data(46)]); +% fprintf('25 pctile Wealth = %9.2f %9.2f\n', [moment_model(47), moment_data(47)]); +% fprintf('50 pctile Wealth = %9.2f %9.2f\n', [moment_model(48), moment_data(48)]); +% fprintf('75 pctile Wealth = %9.2f %9.2f\n', [moment_model(49), moment_data(49)]); +% fprintf('90 pctile Wealth = %9.2f %9.2f\n', [moment_model(50), moment_data(50)]); +% fprintf('\n') +% fprintf('10 pctile PTI = %9.2f %9.2f\n', [moment_model(51), moment_data(51)]); +% fprintf('25 pctile PTI = %9.2f %9.2f\n', [moment_model(52), moment_data(52)]); +% fprintf('50 pctile PTI = %9.2f %9.2f\n', [moment_model(53), moment_data(53)]); +% fprintf('75 pctile PTI = %9.2f %9.2f\n', [moment_model(54), moment_data(54)]); +% fprintf('90 pctile PTI = %9.2f %9.2f\n', [moment_model(55), moment_data(55)]); +% fprintf('\n') +% fprintf('10 pctile housing to income = %9.2f %9.2f\n', [moment_model(56), moment_data(56)]); +% fprintf('25 pctile housing to income = %9.2f %9.2f\n', [moment_model(57), moment_data(57)]); +% fprintf('50 pctile housing to income = %9.2f %9.2f\n', [moment_model(58), moment_data(58)]); +% fprintf('75 pctile housing to income = %9.2f %9.2f\n', [moment_model(59), moment_data(59)]); +% fprintf('90 pctile housing to income = %9.2f %9.2f\n', [moment_model(60), moment_data(60)]); +% fprintf('\n') +% fprintf('10 pctile mortgage age = %9.0f %9.0f\n', [moment_model(61), moment_data(61)]); +% fprintf('25 pctile mortgage age = %9.0f %9.0f\n', [moment_model(62), moment_data(62)]); +% fprintf('50 pctile mortgage age = %9.0f %9.0f\n', [moment_model(63), moment_data(63)]); +% fprintf('75 pctile mortgage age = %9.0f %9.0f\n', [moment_model(64), moment_data(64)]); +% fprintf('90 pctile mortgage age = %9.0f %9.0f\n', [moment_model(65), moment_data(65)]); +% fprintf('\n') +% fprintf(' Mean Liquid Assets to Wealth: Refi = %9.2f %9.2f\n', [moment_model(66), moment_data(66)]); +% fprintf(' Mean Liquid Assets to Wealth: Dont = %9.2f %9.2f\n', [moment_model(67), moment_data(67)]); +% %fprintf(' Mean Liquid Assets to Income: Refi = %9.2f %9.2f\n', [moment_model(68), moment_data(68)]); +% %fprintf(' Mean Liquid Assets to Income: Dont = %9.2f %9.2f\n', [moment_model(69), moment_data(69)]); +% fprintf('Median Liquid Assets to Wealth: Refi = %9.2f %9.2f\n', [moment_model(70), moment_data(70)]); +% fprintf('Median Liquid Assets to Wealth: Dont = %9.2f %9.2f\n', [moment_model(71), moment_data(71)]); +% %fprintf('Median Liquid Assets to Income: Refi = %9.2f %9.2f\n', [moment_model(72), moment_data(72)]); +% %fprintf('Median Liquid Assets to Income: Dont = %9.2f %9.2f\n', [moment_model(73), moment_data(73)]); +% +% +% end +% +% weights = zeros(numel(moment_data), 1); +% +% weights(1) = 10; +% weights(2 : 8) = 1; +% weights(5 : 6) = 10; % mean/median liquid assets +% weights(10) = 1; +% weights(12) = 1; +% weights(13) = 20; +% weights(14:15) = 1; +% weights(35) = 1; +% +% +% weights = weights/sum(weights); +% +% err_mom = (moment_model - moment_data)./(1 + moment_data); +% err_mom = (weights'*err_mom.^2).^(1/2); +% +% if exist('x', 'var') +% +% fprintf('%5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f \n', [x(:)', err_mom]); +% +% else +% +% fprintf('\n'); +% fprintf('value of objective = %5.6f \n', err_mom); +% fprintf('\n'); +% +% end +% +% +% +% if 1 % plot life-cycle facts +% +% Hage = zeros(12, 1); +% Wage = zeros(12, 1); +% Yage = zeros(12, 1); +% Dage = zeros(12, 1); +% +% +% for i = 1 : 12 +% +% Hage(i) = mean(vec(H(:, 1 + (i - 1)*20 + 1 : i*20))); % end of period +% Wage(i) = mean(vec(W(:, 1 + (i - 1)*20 + 1 : i*20))); +% Yage(i) = mean(vec(Y(:, (i - 1)*20 + 1 : i*20)))*4; +% Dage(i) = mean(vec(Debt(:, 1 + (i - 1)*20 + 1 : i*20))); +% +% end +% +% Hagedata = [1.1087; 1.4087; 1.4763; 1.9266; 2.0235; 2.4097; 2.4357; 2.1536; 2.1235; 2.2089; 1.9586; 1.6400]; +% Wagedata = [0.6662; 0.8185; 0.8671; 1.2850; 1.4026; 1.7998; 2.0514; 2.1628; 2.2489; 2.6734; 2.6458; 2.4242]; +% Dagedata = [0.7153; 0.9609; 0.9500; 1.0210; 1.0908; 1.0429; 0.8714; 0.6650; 0.5929; 0.2739; 0.1116; 0.1019]; +% Yagedata = [0.9588; 0.9789; 1.0230; 1.0682; 1.0930; 1.2830; 1.0935; 0.9195; 0.9010; 0.6512; 0.6091; 0.7702]; +% +% Aage = Wage - (Hage - Dage); +% Aagedata = Wagedata - (Hagedata - Dagedata); +% +% close all +% +% figure(1) +% +% set(gcf,'DefaultLineLineWidth', 3); +% subplot(2,2,1); +% plot((27.5:5:82.5)', [Yagedata/mean(Yagedata), Yage/mean(Yage)]); +% set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) +% set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') +% xlabel('age', 'Interpreter','latex'); +% title('A. Income', 'Interpreter','latex'); +% xlim([25, 85]); +% +% subplot(2,2,2); +% plot((27.5:5:82.5)', [Wagedata./Yagedata, Wage./Yage]); +% set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) +% set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') +% xlabel('age', 'Interpreter','latex'); +% title('B. Wealth to Income', 'Interpreter','latex'); +% xlim([25, 85]); +% +% subplot(2,2,3); +% plot((27.5:5:82.5)', [Hagedata./Yagedata, Hage./Yage]); +% set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) +% set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') +% xlabel('age', 'Interpreter','latex'); +% title('C. Housing to Income', 'Interpreter','latex'); +% xlim([25, 85]); +% +% subplot(2,2,4); +% plot((27.5:5:82.5)', [(Hagedata - Dagedata)./Yagedata, (Hage - Dage)./Yage]); +% set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) +% set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') +% xlabel('age', 'Interpreter','latex'); +% title('D. Housing Wealth to Income', 'Interpreter','latex'); +% xlim([25, 85]); +% +% end diff --git a/42/replication_package/model_replication/Main nu 3 Non Separable Utility/simulate_ganong.m b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/simulate_ganong.m new file mode 100644 index 0000000000000000000000000000000000000000..0a4883c77b7b67817a8a39f06fd8b557e6c2c384 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/simulate_ganong.m @@ -0,0 +1,608 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 5; + +% Without intervention + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:, 1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:, 1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); +Rt = zeros(S, 1); +MPRt = zeros(S, 1); % Beraja-Hurst propensity to refinance: amount of newly refinanced mortgages / outstanding stock of all existing mortgages +Emt = zeros(S, 1); % median equity (1 - LTV) for borrowers + + + +for time = 1 : S + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + Rt(time) = mean(vec(Dsim(:, :, time) == 4 & Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0))/mean(vec(Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0)); + +end + + +% With intervention + +start_new; + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = zeros(2*N, T, S); + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +Rcsim = zeros(2*N, T, S + 1); + +Rcsim(:, :, 1 : 2) = 1; + +Ocsim(:, :, 2) = Osim(:,:,2); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + + rent = Hcsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time), Rcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + rind = state(:, 5); % made this state variable an index (1, 2), or else doesn't respect monotonicity + + ntemp = numel(find(~rent)); + + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind, rind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + inactive = Dcsim(:, initage, time) == 5; + + Rcsim(:, initage, time + 1) = Rcsim(:, initage, time).*inactive + p.nr.*(1 - inactive); + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nr, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), Rcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Yct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); +Rct = zeros(S, 1); + +for time = 1 : S + + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)).*Hcsim(:, :, time))); + Rct(time) = mean(vec(Dcsim(:, :, time) == 4 & Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0))/mean(vec(Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0)); + +end + + + + +% Next, simulate Ganong-Noel Experiment + + +Agsim = Asim; +Ogsim = Osim; +Thgsim = Thsim; +Hgsim = Hsim; + +Cgsim = Csim; +Lgsim = Lsim; +Dgsim = Dsim; + +Vgsim = zeros(2*N, T, S); + +Pallgsim = Pallsim; +Vallgsim = Vallsim; + +Rgsim = zeros(2*N, T, S + 1); + +Rgsim(:, :, 1 : 2) = 1; + +time = 2; + + +if experiment >= 2 + + Thgsim(:, :, time) = Thsim(:, :, time); + Ogsim(:, :, time) = min(Osim(:, :, time) + 0.056978./Thsim(:, :, time), 1).*(Hsim(:, :, time) > 0 & Osim(:, :, time) > 0 & Thsim(:, :, time) > 0); % only for borrowers % make change a fixed fraction of value of their homes + +end + +% Select these if want to introduce liquidity injection after interest rate change + +if experiment == 1 + + Thgsim(:, :, time) = Thsim(:, :, time).*(Thsim(:, :,time) > 0 & Hsim(:,:,time) > 0) + p.tgrid(end).*(Thsim(:, :,time) == 0 & Hsim(:,:,time) > 0); + Ogsim(:, :, time) = min(Osim(:, :, time) + 0.01/(1 + p.rm0)./Thgsim(:, :, time), 1).*(Hsim(:, :, time) > 0); % make change a fixed fraction of value of their homes + +end + +Transfer = (1 + p.rm0)*(Ogsim(:, :, time).*Thgsim(:, :, time) - Osim(:, :, time).*Thsim(:, :, time)).*Hsim(:, :, time); + +RHS = (1 + interest(Asim(:, :, time), p)).*Asim(:, :, time) + Transfer; + +data = [RHS(:)./(1 + p.rh), RHS(:)./(1 + p.rl)]; + + +Agsim(:, :, time) = reshape(bisect('findtransfer', min(data, [], 2) - 0.1, max(data, [], 2) + 0.1, RHS(:), p), 2*N, T); + + +if experiment == 3 % forgive principal, Column B + + Ogsim(:, :, time) = Osim(:, :, time); + Thgsim(:, :, time) = Thsim(:, :, time); + +end + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + + rent = Hgsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Agsim(rent, initage, time), p)).*Agsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vgsim(rent, initage, time), Pallgsim(rent, 1 : 3, initage, time), Vallgsim(rent, 1 : 3, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallgsim(rent, 1 : 3, initage, time), 2)]; + + + Dgsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dgsim(rent, initage, time)); + + Lgsim(rent, initage, time) = Lall(ind); + Ogsim(rent, initage, time + 1) = Oall(ind); + Thgsim(rent, initage, time + 1) = Thall(ind); + Hgsim(rent, initage, time + 1) = Hall(ind); + + + % Homeowners + + Attemp = (1 + interest(Agsim(~rent, initage, time), p)).*Agsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hgsim(~rent, initage, time); + + state = [Attemp, Ogsim(~rent, initage, time), Thgsim(~rent, initage, time), Hgsim(~rent, initage, time), Rgsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + rind = state(:, 5); % made this state variable an index (1, 2), or else doesn't respect monotonicity + + ntemp = numel(find(~rent)); + + + [Lall, Oall, Thall, Hall, Vgsim(~rent, initage, time), Pallgsim(~rent, :, initage, time), Vallgsim(~rent, :, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind, rind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallgsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dgsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dgsim(~rent, initage, time)); + + Lgsim(~rent, initage, time) = Lall(ind); + Ogsim(~rent, initage, time + 1) = Oall(ind); + Thgsim(~rent, initage, time + 1) = Thall(ind); + Hgsim(~rent, initage, time + 1) = Hall(ind); + + + inactive = Dgsim(:, initage, time) == 5; + + Rgsim(:, initage, time + 1) = Rgsim(:, initage, time).*inactive + p.nr.*(1 - inactive); + + + % Find consumption + + rent = Hgsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nr, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lgsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lgsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Cgsim(rent, initage, time) = max(min(Crint(Lgsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Agsim(rent, initage, time + 1)] = savings(Cgsim(rent, initage, time), Lgsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lgsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lgsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Cgsim(~rent, initage, time) = max(min(Chint(Lgsim(~rent, initage, time), Ogsim(~rent,initage, time + 1), Thgsim(~rent,initage, time + 1), Hgsim(~rent,initage, time + 1), Rgsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Agsim(~rent, initage, time + 1)] = savings(Cgsim(~rent, initage, time), Lgsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + if age == T + + Agsim(:, initage, time + 1) = 0; + Ogsim(:, initage, time + 1) = 0; + Thgsim(:, initage, time + 1) = 0; + Hgsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cgt = zeros(S, 1); +Ygt = zeros(S, 1); +Agt = zeros(S, 1); +Hgt = zeros(S, 1); +Dgt = zeros(S, 1); +Rgt = zeros(S, 1); + + +for time = 1 : S + + Cgt(time) = mean(vec(Cgsim(:, :, time))); + Hgt(time) = mean(vec(Hgsim(:, :, time))); + Agt(time) = mean(vec(Agsim(:, :, time))); + Dgt(time) = mean(vec(Ogsim(:, :, time).*Thgsim(:, :, time).*p.Pgrid(Rgsim(:,:,time)).*Hgsim(:, :, time))); + Rgt(time) = mean(vec(Dgsim(:, :, time) == 4 & Hgsim(:, :, time) > 0 & Ogsim(:, :, time).*Thgsim(:, :, time) > 0))/mean(vec(Hgsim(:, :, time) > 0 & Ogsim(:, :, time).*Thgsim(:, :, time) > 0)); + +end + +Vnew = reshape(Vgsim(:, :, 2), 2*N*T, 1); +Vold = reshape(Vcsim(:, :, 2), 2*N*T, 1); +UCold = reshape(Ccsim(:, :, 2).^(- p.sigma), 2*N*T, 1); +Tran = reshape(Transfer, 2*N*T, 1); + +ind = Tran > 0; + +gains = max(min((Vnew(ind) - Vold(ind))./Transfer(ind)./UCold(ind), 1), 0); % small fraction due to interpolation error + + +PTI = p.mbar0*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + +LTV = Osim(:, :, time).*Thsim(:, :, time)/dP; + +sel = LTV > 0.95; +sel = sel(ind); + +if experiment >= 2 % annual MPC + +MPC = (Cgsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 2).^(-p.sigma/p.gamma) - (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma))) + ... + (Cgsim(:, :, 3) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 3).^(-p.sigma/p.gamma) - (Ccsim(:, :, 3) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 3).^(-p.sigma/p.gamma))) + ... + (Cgsim(:, :, 4) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 4).^(-p.sigma/p.gamma) - (Ccsim(:, :, 4) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 4).^(-p.sigma/p.gamma))) + ... + (Cgsim(:, :, 5) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 5).^(-p.sigma/p.gamma) - (Ccsim(:, :, 5) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 5).^(-p.sigma/p.gamma))); + +MPC = reshape(MPC, 2*N*T, 1); + +MPC = MPC(ind)./Tran(ind); + +else % quarterly MPC + +MPC = (Cgsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 2).^(-p.sigma/p.gamma) - (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma))); + +MPC = reshape(MPC, 2*N*T, 1); + +MPC = MPC(ind)./Tran(ind); + +end + +fprintf('\n') + +fprintf('Fraction who benefit = %9.2f %9.2f\n', [mean(gains > 0), sum(gains > 0 & sel)/sum(sel)]); +fprintf('\n') + +fprintf('Willingness to pay, mean = %9.2f %9.2f\n', [mean(gains(gains > 0)), mean(gains(gains > 0 & sel)) ]); +fprintf('Willingness to pay, 10th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 10), prctile(gains(gains > 0 & sel), 10) ]); +fprintf('Willingness to pay, 25th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 25), prctile(gains(gains > 0 & sel), 25) ]); +fprintf('Willingness to pay, 50th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 50), prctile(gains(gains > 0 & sel), 50) ]); +fprintf('Willingness to pay, 75th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 75), prctile(gains(gains > 0 & sel), 75) ]); +fprintf('Willingness to pay, 90th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 90), prctile(gains(gains > 0 & sel), 90) ]); +fprintf('\n') + + +fprintf('Fraction consumed, mean = %9.2f %9.2f\n', [mean(MPC(gains > 0)), mean(MPC(gains > 0 & sel)), ]); +fprintf('Fraction consumed, 10th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 10), prctile(MPC(gains > 0 & sel), 10)]); +fprintf('Fraction consumed, 25th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 25), prctile(MPC(gains > 0 & sel), 25)]); +fprintf('Fraction consumed, 50th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 50), prctile(MPC(gains > 0 & sel), 50)]); +fprintf('Fraction consumed, 75th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 75), prctile(MPC(gains > 0 & sel), 75)]); +fprintf('Fraction consumed, 90th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 90), prctile(MPC(gains > 0 & sel), 90)]); diff --git a/42/replication_package/model_replication/Main nu 3 Non Separable Utility/simulate_liquidity.m b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/simulate_liquidity.m new file mode 100644 index 0000000000000000000000000000000000000000..181217a75ca054711b8c10b0b0aef313f48ff5db --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/simulate_liquidity.m @@ -0,0 +1,197 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + + + +Asim = Asave; +Osim = Osave; +Thsim = Thsave; +Hsim = Hsave; + +Csim = Csave; +Lsim = Lsave; +Dsim = Dsave; +Ysim = Ysave; +Zsim = Zsave; +Esim = Esave; +Vsim = Vsave; +Usim = Usave; +Yhsim = Yhsave; +Ssim = Ssave; + +Deltasim = Deltasave; +Pallsim = Pallsave; +Vallsim = Vallsave; + + +% Next Study Liquidity Injection: raise everyone's omega by 1% and increase A by the corresponding amount + +Hcsim = Hsim; + +Scsim = zeros(2*N, p.T); % service flow from housing -- need to compute MUC since non-separable + +Lcsim = Lsim; +Dcsim = Dsim; + + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + + +Thcsim = Thsim.*(Thsim > 0 & Hsim > 0) + p.tgrid(end).*(Thsim == 0 & Hsim > 0); + +Ocsim = min(Osim + 0.01/(1 + p.rm)./Thcsim, 1).*(Hsim > 0); + + +Transfer = (1 + p.rm)*(Ocsim.*Thcsim - Osim.*Thsim).*Hsim; + +RHS = (1 + interest(Asim, p)).*Asim + Transfer; + +data = [RHS(:)./(1 + p.rh), RHS(:)./(1 + p.rl)]; + + +Acsim = reshape(bisect('findtransfer', min(data, [], 2) - 0.1, max(data, [], 2) + 0.1, RHS(:), p), 2*N, T + 1); + + +for t = 2 : T + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + rent = H(:, t) == 0; + + % Renters + + state = (1 + interest(Acsim(rent, t), p)).*Acsim(rent, t); % others don't matter directly + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, V(rent,t), Pall(rent, 1 : 3, t), Vall(rent, 1 : 3, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'r', state(:,1), Y(rent, t), Z(rent, t)); + + Pcum = [zeros(ntemp, 1), cumsum(Pall(rent, 1 : 3, t), 2)]; + + D(rent, t) = ((U(rent, t) < Pcum(:, 2:end)).*(U(rent, t) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', D(rent, t)); + + L(rent, t) = Lall(ind); + O(rent, t + 1) = Oall(ind); + Th(rent, t + 1) = Thall(ind); + H(rent, t + 1) = Hall(ind); + + + % Homeowners + + ntemp = numel(find(~rent)); + + state = [(1 + interest(Acsim(~rent, t), p)).*Acsim(~rent, t) - Delta(~rent, t).*Hcsim(~rent, t), Ocsim(~rent, t), Thcsim(~rent, t), Hcsim(~rent, t)]; % others don't matter directly + + hind = lookup1(p.hgrid, Hcsim(~rent, t), 1); + tind = lookup1(p.tgrid, Thcsim(~rent, t), 1); + + [Lall, Oall, Thall, Hall, V(~rent,t), Pall(~rent, :, t), Vall(~rent, :, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', state(:,1), Y(~rent, t), Z(~rent, t), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pall(~rent, :, t), 2)]; + + D(~rent, t) = ((U(~rent, t) < Pcum(:, 2:end)).*(U(~rent, t) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', D(~rent, t)); + + L(~rent, t) = Lall(ind); + O(~rent, t + 1) = Oall(ind); + Th(~rent, t + 1) = Thall(ind); + H(~rent, t + 1) = Hall(ind); + + + % Find consumption + + rent = H(:, t + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, t), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, t), p.nl, p.nz), intmeth, 'linear'); + + stemp = [L(rent, t), p.zgrid(Z(rent, t))]; + + cmin = bisect('savings', 1e-13, 1e5, stemp, p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, stemp, p, 'r', amin); % c that implies a' = amin + + C(rent, t) = max(min(Crint(stemp), cmax), cmin); + + [~, A(rent, t+1), Rent(rent, t), Yh(rent, t)] = savings(C(rent, t), stemp, p, 'r'); % none of the other state variables matter + + Scsim(rent, t) = Rent(rent, t); + + + stemp = [L(~rent, t), O(~rent, t+1), Th(~rent, t+1), H(~rent, t+1), p.zgrid(Z(~rent, t))]; + + cmin = bisect('savings', 1e-13, 1e5, stemp, p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, stemp, p, 'h', amin); % c that implies a' = amin + + C(~rent,t) = max(min(Chint(stemp), cmax), cmin); + + [~, A(~rent, t+1), ~, Yh(~rent, t)] = savings(C(~rent,t), stemp, p, 'h'); + + Scsim(~rent, t) = H(~rent, t + 1); + +end + +Ccsim = C; +Vcsim = V; +Yhcsim = Yh; + + +% Ask: how many homeowners (in period time = 2) benefit, so Vcsim(:, :, time) > Vsim(:, :, time) and what do + +% 1. Fraction of homeowners who benefit + +% 2. Distribution of welfare gains + +Vnew = reshape(Vcsim(:, 2 : T), 2*N*(T - 1), 1); +Vold = reshape(Vsim(:, 2 : T), 2*N*(T - 1), 1); +UCold = reshape(Csim(:, 2 : T).^(- p.sigma)./(Csim(:, 2 : T).^(1 - p.sigma) + p.alpha*Ssim(:, 2 : T).^(1 - p.sigma)), 2*N*(T - 1), 1); +Transfer = reshape(Transfer(:, 2 : T), 2*N*(T - 1), 1); + +ind = Transfer > 0; + +gains = max(min((Vnew(ind) - Vold(ind))./Transfer(ind)./UCold(ind), 1), 0); % small fraction due to interpolation error + +fbenefit = mean(gains > 0); + +MPC = (Ccsim(:, 2 : T) - p.phi*Yhcsim(:, 2 : T) - (Csim(:, 2 : T) - p.phi*Yhsim(:, 2 : T))); +MPC = reshape(MPC, 2*N*(T - 1), 1); + +MPC = MPC(ind)./Transfer(ind); + + +% fprintf('\n') +% fprintf('Fraction who benefit = %9.2f \n', fbenefit); +% fprintf('\n') +% fprintf('Willingness to pay, mean = %9.2f \n', mean(gains(gains > 0))); +% fprintf('Willingness to pay, 10th pctile = %9.2f \n', prctile(gains(gains > 0), 10)); +% fprintf('Willingness to pay, 25th pctile = %9.2f \n', prctile(gains(gains > 0), 25)); +% fprintf('Willingness to pay, 50th pctile = %9.2f \n', prctile(gains(gains > 0), 50)); +% fprintf('Willingness to pay, 75th pctile = %9.2f \n', prctile(gains(gains > 0), 75)); +% fprintf('Willingness to pay, 90th pctile = %9.2f \n', prctile(gains(gains > 0), 90)); +% fprintf('\n') +% fprintf('Fraction consumed, mean = %9.2f \n', mean(MPC(gains > 0))); +% fprintf('Fraction consumed, 10th pctile = %9.2f \n', prctile(MPC(gains > 0), 10)); +% fprintf('Fraction consumed, 25th pctile = %9.2f \n', prctile(MPC(gains > 0), 25)); +% fprintf('Fraction consumed, 50th pctile = %9.2f \n', prctile(MPC(gains > 0), 50)); +% fprintf('Fraction consumed, 75th pctile = %9.2f \n', prctile(MPC(gains > 0), 75)); +% fprintf('Fraction consumed, 90th pctile = %9.2f \n', prctile(MPC(gains > 0), 90)); + + + +fprintf('\n') +fprintf('Table 11, C. Severity of Liquidity Constraints \n') +fprintf('\n') +fprintf('fraction liquidity constrained = %9.2f\n', mean(gains > 0)); +fprintf('mean valuation of liquidity = %9.2f\n', mean(gains(gains > 0))); +fprintf('mean fraction consumed = %9.2f\n', mean(MPC(gains > 0))); + diff --git a/42/replication_package/model_replication/Main nu 3 Non Separable Utility/simulate_new.m b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/simulate_new.m new file mode 100644 index 0000000000000000000000000000000000000000..bc97bd94237346f1bed2e2e6452dd5ee8b94666c --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/simulate_new.m @@ -0,0 +1,509 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 5; + +% Without intervention + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:, 1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:, 1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); +Rt = zeros(S, 1); +MPRt = zeros(S, 1); % Beraja-Hurst propensity to refinance: amount of newly refinanced mortgages / outstanding stock of all existing mortgages +Emt = zeros(S, 1); % median equity (1 - LTV) for borrowers + + + +for time = 1 : S + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + Rt(time) = mean(vec(Dsim(:, :, time) == 4 & Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0))/mean(vec(Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0)); + + MPRt(time) = sum(vec((Dsim(:,:, time) == 4).*Osim(:, :, time + 1).*Thsim(:, :, time + 1).*Hsim(:, :, time + 1)))/... + sum(vec( Osim(:, :, time ).*Thsim(:, :, time ).*Hsim(:, :, time ))); + + LTV = vec(Osim(:, :, time).*Thsim(:, :, time)); + + Emt(time) = 1 - median(LTV(LTV > 0)); + +end + + +% With intervention + +start_new; + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = zeros(2*N, T, S); + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +Rcsim = zeros(2*N, T, S + 1); + +Rcsim(:, :, 1 : 2) = 1; + +Ocsim(:, :, 2) = Osim(:,:,2); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + + rent = Hcsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time), Rcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + rind = state(:, 5); % made this state variable an index (1, 2), or else doesn't respect monotonicity + + ntemp = numel(find(~rent)); + + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind, rind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + inactive = Dcsim(:, initage, time) == 5; + + Rcsim(:, initage, time + 1) = Rcsim(:, initage, time).*inactive + p.nr.*(1 - inactive); + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nr, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), Rcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Yct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); +Rct = zeros(S, 1); +MPRct = zeros(S, 1); % Beraja-Hurst propensity to refinance: amount of newly refinanced mortgages / outstanding stock of all existing mortgages +Emct = zeros(S, 1); % median equity (1 - LTV) for borrowers + + +for time = 1 : S + + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)).*Hcsim(:, :, time))); + Rct(time) = mean(vec(Dcsim(:, :, time) == 4 & Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0))/mean(vec(Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0)); + + MPRct(time) = sum(vec((Dcsim(:,:, time) == 4).*Ocsim(:, :, time + 1).*Thcsim(:, :, time + 1).*p.Pgrid(Rcsim(:, :, time + 1)).*Hcsim(:, :, time + 1)))/... + sum(vec( Ocsim(:, :, time ).*Thcsim(:, :, time ).*p.Pgrid(Rcsim(:, :, time )).*Hcsim(:, :, time ))); + + if time == 1 + + LTV = vec(Ocsim(:, :, time).*Thcsim(:, :, time)); + + else + + LTV = vec(Ocsim(:, :, time).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)))/p.Pgrid(p.nr); + + end + + Emct(time) = 1 - median(LTV(LTV > 0)); + +end + + + +% Characteristics of those who refinance: with and without the shock + +Wsim = Asim + Hsim.*(1 - Osim.*Thsim); + +time = 2; + +Wtemp = Wsim(:, :, time); % only state variables +Atemp = Asim(:, :, time); +LTV = Osim(:, :, time).*Thsim(:, :, time); +Htemp = Hsim(:, :, time); +LY = Atemp./Ysim(:, :, time); +Sh = 1 - Atemp./Wtemp; +Agetemp = Agesim(:, :, time)/4 + 25; +Ytemp = Ysim(:, :, time); + +refin = Dsim(:, :, time) == 4 & Hsim(:, :, time) > 0; +owner = Hsim(:, :, time) > 0; + +fprintf('\n'); +fprintf('Characteristics of Refinancers Absent Shock\n'); +fprintf('\n'); +fprintf('All, Refinance, Dont Refinance\n'); + +fprintf('\n'); + +fprintf('\n'); +fprintf('Mean Liquid Assets = %9.2f %9.2f %9.2f \n', [mean(Atemp(owner)), mean(Atemp(owner & refin)), mean(Atemp(owner & ~refin))]); +fprintf('Mean Income = %9.2f %9.2f %9.2f \n', [mean(Ytemp(owner)), mean(Ytemp(owner & refin)), mean(Ytemp(owner & ~refin))]); +fprintf('Mean Liquid Asset to Income = %9.2f %9.2f %9.2f \n', [mean(LY(owner)), mean(LY(owner & refin)), mean(LY(owner & ~refin))]); +fprintf('Mean Share Housing Wealth = %9.2f %9.2f %9.2f \n', [mean(Sh(owner)), mean(Sh(owner & refin)), mean(Sh(owner & ~refin))]); +fprintf('Mean Wealth = %9.2f %9.2f %9.2f \n', [mean(Wtemp(owner)), mean(Wtemp(owner & refin)), mean(Wtemp(owner & ~refin))]); +fprintf('Mean LTV = %9.2f %9.2f %9.2f \n', [mean(LTV(owner)), mean(LTV(owner & refin)), mean(LTV(owner & ~refin))]); +fprintf('Mean House = %9.2f %9.2f %9.2f \n', [mean(Htemp(owner)), mean(Htemp(owner & refin)), mean(Htemp(owner & ~refin))]); +fprintf('Mean Age = %9.2f %9.2f %9.2f \n', [mean(Agetemp(owner)), mean(Agetemp(owner & refin)), mean(Agetemp(owner & ~refin))]); + +fprintf('\n'); +fprintf('\n'); + + +Wcsim = zeros(size(Acsim)); + +Wcsim(:,:, 1) = Acsim(:, :, 1) + p.Pgrid(1)*Hcsim(:, :, 1).*(1 - Ocsim(:, :, 1).*Thcsim(:, :, 1)); + +Wcsim(:, :, 2: end) = Acsim(:, :, 2 : end) + p.Pgrid(p.nr)*Hcsim(:,:,2:end) - p.Pgrid(Rcsim(:,:,2:end)).*Ocsim(:, :, 2:end).*Thcsim(:, :, 2:end); + +time = 2; + +Wtemp = Wcsim(:, :, time); % only state variables +Atemp = Acsim(:, :, time); +LTV = Ocsim(:, :, time).*Thcsim(:, :, time); +Htemp = Hcsim(:, :, time); +LY = Atemp./Ysim(:, :, time); +Sh = 1 - Atemp./Wtemp; +Agetemp = Agesim(:, :, time)/4 + 25; +Ytemp = Ysim(:, :, time); + +refin = Dcsim(:, :, time) == 4 & Hcsim(:, :, time) > 0; +owner = Hcsim(:, :, time) > 0; + +fprintf('\n'); +fprintf('Characteristics of Refinancers With Shock\n'); +fprintf('\n'); +fprintf('All, Refinance, Dont Refinance\n'); + +fprintf('\n'); + +fprintf('\n'); +fprintf('Mean Liquid Assets = %9.2f %9.2f %9.2f \n', [mean(Atemp(owner)), mean(Atemp(owner & refin)), mean(Atemp(owner & ~refin))]); +fprintf('Mean Income = %9.2f %9.2f %9.2f \n', [mean(Ytemp(owner)), mean(Ytemp(owner & refin)), mean(Ytemp(owner & ~refin))]); +fprintf('Mean Liquid Asset to Income = %9.2f %9.2f %9.2f \n', [mean(LY(owner)), mean(LY(owner & refin)), mean(LY(owner & ~refin))]); +fprintf('Mean Share Housing Wealth = %9.2f %9.2f %9.2f \n', [mean(Sh(owner)), mean(Sh(owner & refin)), mean(Sh(owner & ~refin))]); +fprintf('Mean Wealth = %9.2f %9.2f %9.2f \n', [mean(Wtemp(owner)), mean(Wtemp(owner & refin)), mean(Wtemp(owner & ~refin))]); +fprintf('Mean LTV = %9.2f %9.2f %9.2f \n', [mean(LTV(owner)), mean(LTV(owner & refin)), mean(LTV(owner & ~refin))]); +fprintf('Mean House = %9.2f %9.2f %9.2f \n', [mean(Htemp(owner)), mean(Htemp(owner & refin)), mean(Htemp(owner & ~refin))]); +fprintf('Mean Age = %9.2f %9.2f %9.2f \n', [mean(Agetemp(owner)), mean(Agetemp(owner & refin)), mean(Agetemp(owner & ~refin))]); + +fprintf('\n'); +fprintf('\n'); + + +% MPC out of transfer in Ganong-Noel Experiment + + +time = 2; + +Transfer = (p.mbargrid(p.nr) - p.mbargrid(Rcsim(:, :, time))).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)).*Hcsim(:,:,time).*(Dcsim(:, :, time) == 5).*(Osim(:,:,time) > 0); + +dC = (Ccsim(:, :, time) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, time).^(-p.sigma/p.gamma) - (Csim(:, :, time) - p.phi^(1 + 1/p.gamma)*Csim(:, :, time).^(-p.sigma/p.gamma))); +dA = Acsim(:, :, time + 1) - Asim(:, :, time + 1); + +htm = Acsim(:, :, time + 1) <= 1/6.5*Ysim(:,:,time); + +gains = Vcsim(:, :, time) - Vsim(:, :, time); + +good = Transfer > 0 & Dcsim(:, :, time) == 5 & Dsim(:, :, time) == 5; + + +MPC = dC(good)./Transfer(good); +gains = gains(good); +htm = htm(good); + +fbenefit = mean(gains > 0); +fprintf('\n') + +fprintf('Fraction who benefit = %9.2f \n', fbenefit); + +fprintf('\n') +fprintf('MPC, mean = %9.2f %9.2f %9.2f \n', [mean(MPC(gains > 0)), mean(MPC(gains > 0 & htm)), mean(MPC(gains > 0 & ~htm)) ]); +fprintf('MPC, 10th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 10), prctile(MPC(gains > 0 & htm), 10), prctile(MPC(gains > 0 & ~htm), 10)]); +fprintf('MPC, 25th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 25), prctile(MPC(gains > 0 & htm), 25), prctile(MPC(gains > 0 & ~htm), 25)]); +fprintf('MPC, 50th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 50), prctile(MPC(gains > 0 & htm), 50), prctile(MPC(gains > 0 & ~htm), 50)]); +fprintf('MPC, 75th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 75), prctile(MPC(gains > 0 & htm), 75), prctile(MPC(gains > 0 & ~htm), 75)]); +fprintf('MPC, 90th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 90), prctile(MPC(gains > 0 & htm), 90), prctile(MPC(gains > 0 & ~htm), 90)]); + diff --git a/42/replication_package/model_replication/Main nu 3 Non Separable Utility/simulate_taxrebate.m b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/simulate_taxrebate.m new file mode 100644 index 0000000000000000000000000000000000000000..0bd9002250edd5a5bc6bb1ae2a971cc6524fd2c1 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/simulate_taxrebate.m @@ -0,0 +1,507 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 3; + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); +Deltasim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); + + +% find out who is constrained in period 2 + + +for time = 1 : S + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + +end + + +% Next Study Impact of 500$ cash transfer + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = Vsim; + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +time = 2; + + +Transfer = 0.0388; + +RHS = (1 + interest(Asim(:, :, time), p)).*Asim(:, :, time) + Transfer; + +data = [RHS(:)./(1 + p.rh), RHS(:)./(1 + p.rl)]; + +Acsim(:, :, time) = reshape(bisect('findtransfer', min(data, [], 2) - 0.1, max(data, [], 2) + 0.1, RHS(:), p), 2*N, T); + + +%Ocsim(:, :, time) = Osim(:, :, time); +%Thcsim(:, :, time) = Thsim(:, :, time); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + % Renters + + rent = Hcsim(:, initage, time) == 0; + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); + + +for time = 1 : S + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*Hcsim(:, :, time))); + +end + + +MPCt = (Cct - Ct)/mean(vec(Transfer)); + + +% Ask: how many homeowners (in period time = 2) benefit, so Vcsim(:, :, time) > Vsim(:, :, time) and what do + +% 1. Fraction of homeowners who benefit + +% 2. Distribution of welfare gains + +Vnew = reshape(Vcsim(:, :, 2), 2*N*T, 1); +Vold = reshape(Vsim(:, :, 2), 2*N*T, 1); +UCold = reshape(Csim(:, :, 2).^(- p.sigma), 2*N*T, 1); + +PTI = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + + +gains = max(min((Vnew(:) - Vold(:))./Transfer(:)./UCold(:), 1), 0); % small fraction due to interpolation error + + +MPC = (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma) - (Csim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Csim(:, :, 2).^(-p.sigma/p.gamma)))/Transfer; + +owners = Hsim(:, :, 2) > 0; + +fprintf('MPC, mean = %9.2f %9.2f %9.2f \n', [mean(MPC(:)), mean(MPC(owners)), mean(MPC(~owners)) ]); +fprintf('MPC, 10th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 10), prctile(MPC(owners), 10), prctile(MPC(~owners), 10)]); +fprintf('MPC, 25th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 25), prctile(MPC(owners), 25), prctile(MPC(~owners), 25)]); +fprintf('MPC, 50th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 50), prctile(MPC(owners), 50), prctile(MPC(~owners), 50)]); +fprintf('MPC, 75th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 75), prctile(MPC(owners), 75), prctile(MPC(~owners), 75)]); +fprintf('MPC, 90th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 90), prctile(MPC(owners), 90), prctile(MPC(~owners), 90)]); + + + +% plot MPC as a function of various characteristics for homeowners + +% 1. Loan to Value + +ltv = Thsim(:, :, 2).*Osim(:,:,2); +lasst = Asim(:, :, 2)./(Asim(:,:,2) + (1 - Thsim(:, :, 2).*Osim(:, :, 2)).*Hsim(:,:,2)); % liquid assets to wealth +logy = log(Ysim(:, :, 2)); % log income +pti = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + +ind = Hsim(:, :, 2) > 0; + + +ltv = ltv(ind); +lasst = lasst(ind); +logy = logy(ind); +pti = pti(ind); +mpc = MPC(ind); + +prefi = squeeze(Pallsim(:, 4, :, time)); +prefi = prefi(ind); + +xx = [ltv, pti, lasst, logy]; +yy = mpc; + +figure(5) +subplot(2, 2, 1) + +[xxmed, yymed] = binned_plot(xx(:,1), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, 0, 0.85); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); + +hold on; + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('loan-to-value ratio','Interpreter','latex'); +ylabel('MPC','Interpreter','latex'); +title('A. LTV','Interpreter','latex'); +box on + + +subplot(2, 2, 2) + +[xxmed, yymed] = binned_plot(xx(:,2), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, 0, 0.3); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('payment to income ratio','Interpreter','latex'); +title('B. PTI','Interpreter','latex'); +box on + + + +subplot(2, 2, 3) + +[xxmed, yymed] = binned_plot(xx(:,3), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, xxmed(1), xxmed(end)); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('liquid assets to wealth','Interpreter','latex'); +ylabel('MPC','Interpreter','latex'); +title('C. Liquid Assets to Wealth','Interpreter','latex'); +box on + + +subplot(2, 2, 4) + +[xxmed, yymed] = binned_plot(xx(:,4), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, xxmed(1), xxmed(end)); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('log income','Interpreter','latex'); +title('D. Income','Interpreter','latex'); +box on diff --git a/42/replication_package/model_replication/Main nu 3 Non Separable Utility/solve_golden.m b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/solve_golden.m new file mode 100644 index 0000000000000000000000000000000000000000..0fa9a2fd6a76c39a4f9386c0f37fbb122bc9b5a0 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/solve_golden.m @@ -0,0 +1,41 @@ +function [x, v] = solve_golden(f, a, b, varargin) + +tol = 1e-6; + +alpha1 = (3-sqrt(5))/2; +alpha2 = (sqrt(5)-1)/2; + +d = b - a; + +x1 = a + alpha1*d; +x2 = a + alpha2*d; + +f1 = feval(f, x1, varargin{:}); +f2 = feval(f, x2, varargin{:}); + +d = alpha1*alpha2*d; + +x1new = x1; +x2new = x2; +f1new = f1; +f2new = f2; + +while any((d)>tol) + + f1 = f1new; + f2 = f2new; + x1 = x1new; + x2 = x2new; + + d = d*alpha2; + x2new = x1.*(f2=f1); + f2new = f1.*(f2=f1); + + x1new = (x1-d).*(f2=f1); + f1new = feval(f, x1 - d, varargin{:}).*(f2=f1); + +end + +x = x2new.*(f2new>=f1new) + x1new.*(f2new= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase New Home with Mortgage + + + % create a grid of possible houses and initial LTVs + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y; + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/p.hgrid(ht(i, 1)))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.hgrid(ht(i, 1)); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + good = (ttilde <= min(p.thetam, pti*Y/p.mbar/p.hgrid(ht(i, 1)))) & (Ltemp(:,i) > p.lgrid(1)); + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + + end + end + + % Compute pall and v + + [vn, in] = max(vall(:, 1 : 2), [], 2); + vb = vall(:,3); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); % avoid NaN + + pall = zeros(ns, 3); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 3) = pb; + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + + +else + + Lall = zeros(ns, 5); + omegaall = zeros(ns, 5); + thetaall = zeros(ns, 5); + hall = zeros(ns, 5); + vall = zeros(ns, 5); + + for branch = 1 : 1 : 5 + + if branch == 1 % Switch to Renting + + Lall(:, branch) = At + Y + (1 - p.Fs)*s(:,4) - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4); % liquidity after housing choice + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = 0; + + vall(:, branch) = Wrinterp(Lall(:, branch), znow); + + + elseif branch == 2 % Purchase home without mortgage + + vtemp = zeros(ns, p.nh) - 1e12; + + Ltemp = zeros(ns, p.nh); + + Cash = At + Y + (1 - p.Fs)*s(:,4) - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nh + + Ltemp(:,i) = Cash - p.hgrid(i); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (i - 1)*p.no*p.nt + (1 - 1) *p.no + 1; + + good = Ltemp(:, i) >= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase home with mortgage + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y + (1 - p.Fs)*s(:, 4) - (1 + p.rm)*s(:, 2).*s(:, 3).*s(:, 4); + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/p.hgrid(ht(i, 1)))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.hgrid(ht(i, 1)); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbar/p.hgrid(ht(i, 1)))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + elseif branch == 4 % Refinance mortgage + + + vtemp = zeros(ns, p.nt) - 1e12; + Ltemp = zeros(ns, p.nt); + + Cash = At + Y - (1 + p.rm)*s(:, 2).*s(:, 3).*s(:, 4); + + for i = 1 : p.nt + + ttilde = (p.tgrid(i) - p.F0m./s(:,4))/(1 + p.F1m); + + Ltemp(:, i) = Cash + ttilde.*s(:, 4); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbar./s(:,4))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (i - 1)*p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(htemp); + hall(:, branch) = s(:, 4); + + elseif branch == 5 % Stay inactive + + vtemp = zeros(ns, p.no + 1) - 1e12; + Ltemp = zeros(ns, p.no + 1); + + % Pay more than required + + Cash = At + Y - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.no + + Ltemp(:, i) = Cash + p.ogrid(i).*s(:,3).*s(:,4); + + good = (p.ogrid(i) < max((1 + p.rm)*s(:,2) - p.mbar, 0)) & (Ltemp(:, i) >= p.lgrid(1)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + i; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + % Pay minimum required + + otemp = max((1 + p.rm)*s(:,2) - p.mbar, 0); + + Ltemp(:, p.no + 1) = At + Y - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4) + otemp.*s(:,3).*s(:,4); + + good = (Ltemp(:, p.no + 1) >= p.lgrid(1)); + + + if any(good) + + % Interpolate + + otempind = lookup1(p.ogrid, otemp, 3); + + w = (p.ogrid(otempind + 1) - otemp)./(p.ogrid(otempind + 1) - p.ogrid(otempind)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind; + + + vtemp(good, p.no + 1) = w(good).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind + 1; + + vtemp(good, p.no + 1) = vtemp(good, p.no + 1) + (1 - w(good)).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + + end + + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.no + 1], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(htemp <= p.no, branch) = p.ogrid(htemp(htemp <= p.no)); + omegaall(htemp > p.no, branch) = otemp(htemp > p.no); + + thetaall(:, branch) = p.tgrid(tnow); + hall(:, branch) = s(:,4); + + + end + end + + + % Compute pall and v + + [vn, in] = max(vall(:, [1, 2, 5]), [], 2); + [vb, ib] = max(vall(:, [3, 4]), [], 2); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); + + pall = zeros(ns, 5); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 5) = (1 - pb).*(in == 3); + pall(:, 3) = pb.*(ib == 1); + pall(:, 4) = pb.*(ib == 2); + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + +end + + + + + \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 Non Separable Utility/solveh_new.m b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/solveh_new.m new file mode 100644 index 0000000000000000000000000000000000000000..f621bf5384d336be1a89338da46dfbcf946af9dc --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/solveh_new.m @@ -0,0 +1,358 @@ +function [Lall, omegaall, thetaall, hall, v, pall, vall] = solveh_new(s, Whinterp, Wrinterp, p, pti, type, At, Y, znow, hnow, tnow, rnow) + + ns = size(s, 1); + + + if strcmp(type, 'r') + + Lall = zeros(ns, 3); + omegaall = zeros(ns, 3); + thetaall = zeros(ns, 3); + hall = zeros(ns, 3); + vall = zeros(ns, 3); + + + for branch = 1 : 1 : 3 + + if branch == 1 % Remain Renter + + + Lall(:, branch) = At + Y; + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = 0; + + vall(:, branch) = Wrinterp(Lall(:, branch), znow); + + + elseif branch == 2 % Purchase New Home Without Mortgage + + + vtemp = zeros(ns, p.nh) - 1e12; + + Ltemp = zeros(ns, p.nh); + + Cash = At + Y; + + for i = 1 : p.nh + + Ltemp(:,i) = Cash - p.Pgrid(p.nr)*p.hgrid(i); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (i - 1)*p.no*p.nt + (1 - 1) *p.no + 1; + + good = Ltemp(:, i) >= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase New Home with Mortgage + + + % create a grid of possible houses and initial LTVs + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y; + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.Pgrid(p.nr).*p.hgrid(ht(i, 1)); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + good = (ttilde <= min(p.thetam, pti*Y/p.mbargrid(p.nr)/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))) & (Ltemp(:,i) > p.lgrid(1)); + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + + end + end + + + % Compute pall and v + + [vn, in] = max(vall(:, 1 : 2), [], 2); + vb = vall(:,3); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); % avoid NaN + + pall = zeros(ns, 3); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 3) = pb; + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + + +else + + Lall = zeros(ns, 5); + omegaall = zeros(ns, 5); + thetaall = zeros(ns, 5); + hall = zeros(ns, 5); + vall = zeros(ns, 5); + + for branch = 1 : 1 : 5 + + if branch == 1 % Switch to Renting + + Lall(:, branch) = At + Y + (1 - p.Fs)*p.Pgrid(p.nr)*s(:,4) - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); % liquidity after housing choice + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = 0; + + vall(:, branch) = Wrinterp(Lall(:, branch), znow); + + + elseif branch == 2 % Purchase home without mortgage + + vtemp = zeros(ns, p.nh) - 1e12; + + Ltemp = zeros(ns, p.nh); + + Cash = At + Y + (1 - p.Fs)*p.Pgrid(p.nr)*s(:,4) - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nh + + Ltemp(:,i) = Cash - p.Pgrid(p.nr)*p.hgrid(i); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (i - 1)*p.no*p.nt + (1 - 1) *p.no + 1; + + good = Ltemp(:, i) >= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase home with mortgage + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y + (1 - p.Fs)*p.Pgrid(p.nr)*s(:,4) - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.Pgrid(p.nr)*p.hgrid(ht(i, 1)); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbargrid(p.nr)/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + + elseif branch == 4 % Refinance mortgage + + + vtemp = zeros(ns, p.nt) - 1e12; + Ltemp = zeros(ns, p.nt); + + Cash = At + Y - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nt + + ttilde = (p.tgrid(i) - p.F0m./(p.Pgrid(p.nr)*s(:,4)))/(1 + p.F1m); + + Ltemp(:, i) = Cash + ttilde.*p.Pgrid(p.nr).*s(:, 4); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbargrid(p.nr)./(p.Pgrid(p.nr)*s(:,4)))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (i - 1)*p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(htemp); + hall(:, branch) = s(:, 4); + + + elseif branch == 5 % Stay inactive + + vtemp = zeros(ns, p.no + 1) - 1e12; + Ltemp = zeros(ns, p.no + 1); + + % Pay more than required + + Cash = At + Y - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.no + + Ltemp(:, i) = Cash + p.ogrid(i).*p.Pgrid(s(:,5)).*s(:,3).*s(:,4); + + good = (p.ogrid(i) < max((1 + p.rmgrid(s(:,5))).*s(:,2) - p.mbargrid(s(:,5)), 0)) & (Ltemp(:, i) >= p.lgrid(1)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (rnow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + i; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + % Pay minimum required + + otemp = max((1 + p.rmgrid(s(:,5))).*s(:,2) - p.mbargrid(s(:,5)), 0); + + Ltemp(:, p.no + 1) = At + Y - (1 + p.rmgrid(s(:,5))).*s(:,2).*s(:,3).*s(:,4).*p.Pgrid(s(:,5)) + otemp.*s(:,3).*s(:,4).*p.Pgrid(s(:,5)); + + good = (Ltemp(:, p.no + 1) >= p.lgrid(1)); + + + if any(good) + + % Interpolate + + otempind = lookup1(p.ogrid, otemp, 3); + + w = (p.ogrid(otempind + 1) - otemp)./(p.ogrid(otempind + 1) - p.ogrid(otempind)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (rnow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind; + + + vtemp(good, p.no + 1) = w(good).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (rnow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind + 1; + + vtemp(good, p.no + 1) = vtemp(good, p.no + 1) + (1 - w(good)).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + + end + + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.no + 1], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(htemp <= p.no, branch) = p.ogrid(htemp(htemp <= p.no)); + omegaall(htemp > p.no, branch) = otemp(htemp > p.no); + + thetaall(:, branch) = p.tgrid(tnow); + hall(:, branch) = s(:,4); + + + end + end + + % Compute pall and v + + [vn, in] = max(vall(:, [1, 2, 5]), [], 2); + [vb, ib] = max(vall(:, [3, 4]), [], 2); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); + + pall = zeros(ns, 5); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 5) = (1 - pb).*(in == 3); + pall(:, 3) = pb.*(ib == 1); + pall(:, 4) = pb.*(ib == 2); + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + + +end + + + + + \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 Non Separable Utility/start.m b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/start.m new file mode 100644 index 0000000000000000000000000000000000000000..eb073a73110a96ad46af6799dcc4213cbb47dfba --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/start.m @@ -0,0 +1,243 @@ +clear; +clc; + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',22); + +intmeth = 'linear'; +printr = 1; + +optset('bisect', 'tol', 1e-16); + +% Calibrated Parameters + +p.beta = 0.99049; +p.alpha = 0.607805; +p.R = 0.010105; +p.phi = 0.863468; % productivity non-market +p.F0m = 0.061876; % fixed cost of refinancing +p.B = 10.679463; % bequest motive +p.r1 = 0.381189; +p.r2 = 12.73997; +p.rh = (1 + 0.017843)^(1/4) - 1; % upper bound on liquid rate + + +% 0.017623 + + +% Assigned Parameters + +p.nu = 3; % parameter in exponential distribution + +p.pidelta = [0.975; 0.025]; % probability of expenditure shocks +p.delta = [0; 0.0625]; % expenditure shock, fraction of home (quarterly so divide by 4) + +p.rl = (1 - 0.028)^(1/4) - 1; % lower bound on liquid rate + +p.T = 61*4; % last period of life +p.D = 30*4; % maturity of mortgages + +p.sigma = 2; % CRRA +p.gamma = 1; % Frisch elasticity of non-market production + +p.rm = (1 + 0.025)^(1/4) - 1; % mortgage interest rate + +p.Fs = 0.06; % fixed cost of selling home +p.F1m = 0.005; % proportional cost of refinancing + +p.wbar = 1; % parameter governing luxuriousness of bequests + +p.thetam = 0.85; % maximum LTV +p.thetay = 0.214; % maximum PTI + +rhoz = 0.9908; +sz = 0.0761; +se = (1 - 0.55)^(1/2)*0.4869; % Krueger Perri (2011) show 55% of the variance of trans compon is measurement error so subtract + +time = (1 : 1 : p.T)'; +p.lambdat = exp(0.07982636 - 0.02322307 * (time/4 + 25) + 0.00105409 * (time/4 + 25).^2 - 0.00001028 * (time/4 + 25).^3); + +p.thetay = p.thetay*(1 - 0.3126./(1 + exp(18.629 - 0.3049*(time/4 + 25)))); + +p.mbar = p.rm/(1 - (1 + p.rm)^(-p.D)); % minimum payment required per 1 of initial debt + + +% Quality of Approximation + +p.na = 75; % number of nodes for liquid assets +p.nat = 75; % number of nodes for atilde = (1 + rl)*a - delta*h +p.nl = 75; % number of nodes for liquidity +p.no = 11; % number of nodes for omega (fraction of loan outstanding) +p.nt = 5; % number of possible initial LTV +p.nh = 7; % number of nodes for housing +p.nz = 9; % points for exogenous income z +p.ne = 3; + + +% Discretize Income Process + +[zgrid, Fzz] = rouwenhorst(rhoz, sz, p.nz); +zgrid = exp(zgrid'); +p.zgrid = zgrid; + +[Fz, d] = eigs(Fzz', 1, 'largestabs'); +Fz = Fz/sum(Fz); +Fz = full(Fz); % ergodic distribution of z + +[egrid, we] = qnwnorm(p.ne, 0, se^2); +egrid = exp(egrid); +p.egrid = egrid; + + +% Discretize other state variables + +amin = -0.4; +amax = 100; +p.agrid = amin + (amax - amin)*nodeunif(p.na, 0, 1).^2; + +omin = 0; +omax = 1; +p.ogrid = omin + (omax - omin)*nodeunif(p.no, 0, 1); + +tmin = 0.25; +tmax = p.thetam; % allow to cover fixed cost +p.tgrid = tmin + (tmax - tmin)*nodeunif(p.nt, 0, 1); + +hmin = 5; % minimum house size +hmax = 40; % maximum house size +p.hgrid = hmin + (hmax - hmin)*nodeunif(p.nh, 0, 1).^1.5; + +ymin = min(p.lambdat)*zgrid(1)*egrid(1); +ymax = max(p.lambdat)*zgrid(end)*egrid(end); + +lmin = -1; % keep it reasonably negative so they know that's a bad state to find yourself in +lmax = 125; +p.lgrid = lmin + (lmax - lmin)*nodeunif(p.nl, 0, 1).^1.5; + +atmin = -p.delta(2)*hmax + (1 + p.rl)*amin; +atmax = (1 + p.rh)*amax; +p.atgrid = atmin + (atmax - atmin)*nodeunif(p.nat, 0, 1).^1.5; + + + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.atgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.atgrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for W functions +swr = gridmake(p.lgrid, p.zgrid); + +svht = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for computing intermediate value function (creier prajit) +svrt = gridmake(p.agrid, p.zgrid, p.egrid); + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + +ind3h = kron((1:1:p.no*p.nt*p.nh*p.nz*p.ne)', ones(p.na, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind3r = kron((1:1: p.nz*p.ne)', ones(p.na, 1)); + + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.nat*p.no*p.nt*p.nh*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.nat*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + +cmaxh = bisect('savings', 1e-13, 1e5, swh, p, 'h', amin); % c that implies a' = amin +cmaxr = bisect('savings', 1e-13, 1e5, swr, p, 'r', amin); + +cminh = bisect('savings', 1e-13, 1e5, swh, p, 'h', amax); % c that implies a' = amax +cminr = bisect('savings', 1e-13, 1e5, swr, p, 'r', amax); + + +% Terminal value of bequests + +rlh = interest(svbarh(:,1), p); +rlr = interest(svbarr(:,1), p); + +vbarh(:, p.T + 1) = p.pidelta(1)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(1)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma) + ... + p.pidelta(2)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(2)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); + +vbarr(:, p.T + 1) = p.B*(p.wbar + (1 + rlr).*svbarr(:,1)).^(1 - p.sigma)/(1 - p.sigma); + + +for t = p.T : -1 : 1 + + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + At = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + [~, ~, ~, ~, vr(:,t)] = solveh(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', At, Y, znow); + + + % Solve discrete choice problem of housing + + At = svh(:,1); + Y = p.lambdat(t)*svh(:,5).*svh(:,6); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat*p.no*p.nt*p.nh, 1)), p.ne, 1); % index of z in (a, omega, theta, h, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.nat*p.no*p.nt, 1)), p.nz*p.ne, 1); % index of h in (a, omega, theta, h, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.nat*p.no, 1)), p.nh*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, z, e) space for owners + + + [~, ~, ~, ~, vh(:,t)] = solveh(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', At, Y, znow, hnow, tnow); + + % We need to interpolate to calculate the expected value before the delta shocks are realized, but after the z,e shocks are realized + + Vhinterp = griddedInterpolant({p.atgrid, (1: 1:p.no*p.nt*p.nh*p.nz*p.ne)'}, reshape(vh(:, t), p.nat, p.no*p.nt*p.nh*p.nz*p.ne), intmeth, 'linear'); + Vrinterp = griddedInterpolant({p.atgrid, (1: 1: p.nz*p.ne)'}, reshape(vr(:, t), p.nat, p.nz*p.ne), intmeth, 'linear'); + + + % Compute expected value and update vbar + + % 1. Step 1: integrate delta shocks by interpolate value of home and rent (which are functions of atilde) + + vhtemp = p.pidelta(1)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(1)*svht(:, 4), ind3h) + p.pidelta(2)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(2)*svht(:, 4), ind3h); + + vrtemp = Vrinterp((1 + interest(svrt(:,1), p)).*svrt(:,1), ind3r); + + % 2. Step 2: integrate income shocks + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh, Fzz}, vhtemp((i - 1)*p.na*p.no*p.nt*p.nh*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nz)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vrtemp((i - 1)*p.na*p.nz + 1 : i*p.na*p.nz)); + + end + +end + + +simulate +simulate_liquidity \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 Non Separable Utility/start_calibration.m b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/start_calibration.m new file mode 100644 index 0000000000000000000000000000000000000000..15da4db1e7510faadac33f23483f13a7e00c0a2e --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/start_calibration.m @@ -0,0 +1,70 @@ +clear; +clc; + +format short g + +p.beta = 0.990474; +p.alpha = 0.607782; +p.R = 0.010091; +p.phi = 0.870162; % productivity non-market +p.F0m = 0.064924; % fixed cost of refinancing +p.B = 10.621047; % bequest motive +p.r1 = 0.380307; +p.r2 = 12.374309; +p.rh = (1 + 0.017698)^(1/4) - 1; % upper bound on liquid rate + +x = [p.beta; p.alpha; p.R; p.phi; p.F0m; p.B; p.r1; p.r2; (1 + p.rh)^4 - 1]; + +lb = [0.987; 0.56; 0.009; 0.80; 0.04; 9.5; 0.30; 10; 0.015 ]; +ub = [0.993; 0.66; 0.011; 0.95; 0.09; 11.5; 0.45; 14; 0.020 ]; + +ftarget = @(x) objective(x); + +%ftarget(x) +%return + +switch 'fminsearch' + + case 'fminsearch' + + disp('fminsearch') + + options = optimset('fminsearch'); + options.Display = 'iter'; + options.TolX = 1e-4; + options.MaxFunEvals = 250; + + x = fminsearchbnd(ftarget, x, lb, ub, options); + + + case 'ga' + + parpool + + disp('ga') + gaoptions = gaoptimset('Display', 'off','UseParallel', 'always', 'InitialPopulation', x'); + x = ga(@(x)ftarget(x), size(x, 1), [], [], [], [], lb, ub, [], gaoptions); + + + case 'particleswarm' + + disp('particleswarm') + + options = optimoptions('particleswarm', 'Display', 'off', 'MaxTime', 10000, 'UseParallel', true, 'InitialSwarm', x', 'SwarmSize', 200); + + x = particleswarm(ftarget, numel(x), lb', ub', options); %this function complains if I give it a structure as input + + + case 'patternsearch' + disp('patternsearch') + + options = optimoptions('patternsearch','Display','off', 'UseParallel', true); + + parpool + + x = patternsearch(ftarget, x, [], [], [], [], lb, ub, [], options); + +end + +x = x(:); + diff --git a/42/replication_package/model_replication/Main nu 3 Non Separable Utility/start_new.m b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/start_new.m new file mode 100644 index 0000000000000000000000000000000000000000..4f96145ed4fbc59346b585c6764602e9d0865988 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/start_new.m @@ -0,0 +1,135 @@ + + +p.rm = []; +p.mbar = []; + +p.rmgrid = [p.rm0; p.rm1]; +p.Pgrid = [p.P0; p.P1]; +p.mbargrid = [p.mbar0; p.mbar1]; + +p.nr = 2; % number of possible mortgage contracts + + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.atgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.atgrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid); % grid for W functions: made r state variable an index (1, 2), or else doesn't respect monotonicity +swr = gridmake(p.lgrid, p.zgrid); + +svht = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svrt = gridmake(p.agrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nr*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + +ind3h = kron((1:1:p.no*p.nt*p.nh*p.nr*p.nz*p.ne)', ones(p.na, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind3r = kron((1:1: p.nz*p.ne)', ones(p.na, 1)); + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nr*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.nat*p.no*p.nt*p.nh*p.nr*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.nat*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nr*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nr*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + +cmaxh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amin); % c that implies a' = amin +cmaxr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amin); + +cminh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amax); % c that implies a' = amax +cminr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amax); + +cmaxh = repmat(cmaxh, p.no*p.nt*p.nh*p.nr*p.nz, 1); +cmaxr = repmat(cmaxr, p.nz, 1); + +cminh = repmat(cminh, p.no*p.nt*p.nh*p.nr*p.nz, 1); +cminr = repmat(cminr, p.nz, 1); + + +% Terminal value of bequests + +rlh = interest(svbarh(:,1), p); +rlr = interest(svbarr(:,1), p); + +beqh = (1 + rlh).*svbarh(:,1) + (1 - p.Fs).*p.Pgrid(p.nr)*svbarh(:,4) - svbarh(:,2).*svbarh(:,3).*(1 + p.rmgrid(svbarh(:,5))).*p.Pgrid(svbarh(:,5)).*svbarh(:,4); +beqr = (1 + rlr).*svbarr(:,1); + +vbarh(:, p.T + 1) = p.pidelta(1)*p.B*(p.wbar + beqh - p.delta(1).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma) + ... + p.pidelta(2)*p.B*(p.wbar + beqh - p.delta(2).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); + +vbarr(:, p.T + 1) = p.B*(p.wbar + beqr).^(1 - p.sigma)/(1 - p.sigma); + +for t = p.T : -1 : 1 + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + At = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + [~, ~, ~, ~, vr(:,t)] = solveh_new(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', At, Y, znow); + + + % Solve discrete choice problem of homeowners + + At = svh(:,1); + Y = p.lambdat(t)*svh(:,6).*svh(:,7); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat*p.no*p.nt*p.nh*p.nr, 1)), p.ne, 1); % index of z in (a, omega, theta, h, r, z, e) space for owners + rnow = repmat(kron((1: 1 : p.nr)', ones(p.nat*p.no*p.nt*p.nh, 1)), p.nz*p.ne, 1); % index of r in (a, omega, theta, h, r, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.nat*p.no*p.nt, 1)), p.nr*p.nz*p.ne, 1); % index of h in (a, omega, theta, h, r, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.nat*p.no, 1)), p.nh*p.nr*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, r, z, e) space for owners + + + [~, ~, ~, ~, vh(:,t)] = solveh_new(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', At, Y, znow, hnow, tnow, rnow); + + % We need to interpolate to calculate the expected value before the delta shocks are realized, but after the z,e shocks are realized + + Vhinterp = griddedInterpolant({p.atgrid, (1: 1:p.no*p.nt*p.nh*p.nr*p.nz*p.ne)'}, reshape(vh(:, t), p.nat, p.no*p.nt*p.nh*p.nr*p.nz*p.ne), intmeth, 'linear'); + Vrinterp = griddedInterpolant({p.atgrid, (1: 1: p.nz*p.ne)'}, reshape(vr(:, t), p.nat, p.nz*p.ne), intmeth, 'linear'); + + + % Compute expected value and update vbar + + % 1. Step 1: integrate delta shocks by interpolate value of home and rent (which are functions of atilde) + + vhtemp = p.pidelta(1)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(1)*svht(:, 4), ind3h) + p.pidelta(2)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(2)*svht(:, 4), ind3h); + + vrtemp = Vrinterp((1 + interest(svrt(:,1), p)).*svrt(:,1), ind3r); + + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh*p.nr, Fzz}, vhtemp((i - 1)*p.na*p.no*p.nt*p.nh*p.nr*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nr*p.nz)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vrtemp((i - 1)*p.na*p.nz + 1 : i*p.na*p.nz)); + + end + +end + + + diff --git a/42/replication_package/model_replication/Main nu 3 Non Separable Utility/temp.m b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/temp.m new file mode 100644 index 0000000000000000000000000000000000000000..564683f548f6a23ab30b3e99e4827274b53b1627 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/temp.m @@ -0,0 +1,136 @@ + +% plot value of liquidity as a function of various characteristics + +% 1. Loan to Value + +LTV = Thsim(:, :, 2).*Osim(:,:,2); + +ltv = LTV(ind); + +good = ltv == 0; + +bins = [0; prctile(ltv(ltv > 0), (20:20:100)')]; + +xx = zeros(numel(bins), 1); +yy = xx; + +xx(1) = median(ltv(good)); +yy(1) = mean(max(0, gains(good))); + + +for i = 1 : numel(bins) - 1 + + good = ltv > bins(i) & ltv <= bins(i + 1); + + xx(i+1) = median(ltv(good)); + yy(i+1) = mean(max(0, gains(good))); + +end + +lasst = Asim(:, :, 2)./(Asim(:,:,2) + (1 - Thsim(:, :, 2).*Osim(:, :, 2)).*Hsim(:,:,2)); % liquid assets to wealth +logy = log(Ysim(:, :, 2)); % log income + +pti = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2); +lasst = lasst(ind); +logy = logy(ind); + +% Can we run some regressions? + +yy = min(1, max(0, gains)); +xx = [ltv, lasst, logy]; + +% randomly permute + +shuff = randperm(numel(yy)); + +yy = yy(shuff); +xx = xx(shuff, :); + +yy = yy(1 : 250000); +xx = xx(1 : 250000, :); + +nnet.type = 0; % output layer: 0 if f(x) in -inf, +inf, 1 if f(x) in 0, 1 +nnet.lambda = 0.1; % regularization parameter +nnet.lsize = [size(xx, 2), 25, 1]; % inner matrix: number of neurons in each hidden layer +nnet.afunc = {'tanhh'}; % activation functions in each inner layer + +tic +theta = fitreg([], xx, yy, nnet, 'knitro'); +toc +yyhat = predict(theta, xx, nnet); + +Rsq = 1 - mean((yy - yyhat).^2)/mean((yy - mean(yy)).^2); + + +% Compare to Matlab + +net = fitnet([25], 'trainlm'); + +net.trainParam.epochs = 200; + +net.layers{1}.transferFcn = 'tansig'; % for alternative functions + +net.divideParam.trainRatio = 0.70; +net.divideParam.valRatio = 0.15; +net.divideParam.testRatio = 0.15; + +net.inputs{1}.processFcns = {}; % don't normalize +net.outputs{2}.processFcns = {}; % don't normalize + +%net = configure(net, xx', yy'); +%net = setwb(net, theta); + +tic +net = train(net, xx', yy', 'useParallel','yes','showResources','yes'); +toc + +yyhat2 = net(xx')'; + +theta2 = getwb(net); + +Rsq2 = 1 - mean((yy - yyhat2).^2)/mean((yy - mean(yy)).^2); + +fprintf('\n %6.4f %6.4f \n', [Rsq Rsq2]); + +% plot + +xnode = gridmake(nodeunif(100, 0, p.thetam), median(xx(:,2)), median(xx(:,3))); +ynode = predict(theta, xnode, nnet); +ynode2 = net(xnode')'; + +figure(5) +subplot(2,2,1) + +plot(xnode(:,1), [ynode, ynode2]); + +[xxmed, yymed] = binned_plot(xx(:,1), yy, 10); + +hold on +scatter(xxmed, yymed, 150, 'filled') + +subplot(2,2,2) + +xnode = gridmake(median(xx(:,1)), nodeunif(100, prctile(xx(:,2), 1), prctile(xx(:,2), 99)), median(xx(:,3))); +ynode = predict(theta, xnode, nnet); +ynode2 = net(xnode')'; + +plot(xnode(:,2), [ynode, ynode2]); + +[xxmed, yymed] = binned_plot(xx(:,2), yy, 10); + +hold on +scatter(xxmed, yymed, 150, 'filled') + + +subplot(2,2,3) + +xnode = gridmake(median(xx(:,1)), median(xx(:,2)), nodeunif(100, prctile(xx(:,3), 1), prctile(xx(:,3), 99))); +ynode = predict(theta, xnode, nnet); +ynode2 = net(xnode')'; + +plot(xnode(:,3), [ynode, ynode2]); + +[xxmed, yymed] = binned_plot(xx(:,3), yy, 10); + +hold on +scatter(xxmed, yymed, 150, 'filled') \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 Non Separable Utility/understand.m b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/understand.m new file mode 100644 index 0000000000000000000000000000000000000000..c6b010e9ef406c76079ac5acb180ed9e7e151c3b --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/understand.m @@ -0,0 +1,104 @@ +clc +%{ +ind = 558; +initage = 150; + +dVc = (squeeze(Vallcsim(ind, 4, initage, 1 : S) - Vallcsim(ind, 5, initage, 1 : S)))./squeeze(Ccsim(ind, initage, 1 : S).^(-p.sigma)); +dV = squeeze( Vallsim(ind, 4, initage, 1 : S) - Vallsim(ind, 5, initage, 1 : S))./squeeze(Csim(ind, initage, 1 : S).^(-p.sigma)); + +Pc = squeeze(Pallcsim(ind, 4, initage, 1 : S)); +P = squeeze( Pallsim(ind, 4, initage, 1 : S)); + +Ac = squeeze(Acsim(ind, initage, 1 : S)); +A = squeeze( Asim(ind, initage, 1 : S)); + +LTVc = squeeze(Thcsim(ind, initage, 1 : S).*Ocsim(ind, initage, 1 : S)); +LTV = squeeze( Thsim(ind, initage, 1 : S).* Osim(ind, initage, 1 : S)); + +Y = squeeze( Ysim(ind, initage, 1 : S)); + +Hc = squeeze( Hcsim(ind, initage, 1 : S)); +H = squeeze( Hsim(ind, initage, 1 : S)); + +Cc = squeeze( Ccsim(ind, initage, 1 : S)); +C = squeeze( Csim(ind, initage, 1 : S)); + + + +Sav = p.thetam.*H(2).*(p.mbar0 - p.mbar1); + +fprintf('\n') +fprintf('\n') +fprintf('Savings if refinance in period 2: quarterly, PV at old rm = %9.3f %9.3f \n', [Sav, Sav*(1 - (1 + p.rm0)^(-p.D))/p.rm0]); + +fprintf('\n') +fprintf('\n') +fprintf('%s %s \n', [' Date', ' Gains from Refi', ' Prob Refi', ' Liq Asst', ' LTV', ' House Size', ' Income', ' Consumption']) +fprintf('\n') +fprintf('\n') +fprintf('\t%d %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f \n', [(1 : 1 : S)', dVc, dV, Pc, P, Ac, A, LTVc, LTV, Hc, H, Y, Cc, C, ]') +fprintf('\n') +fprintf('\n') + +%} + +% People who absent utility cost would benefit from refinance + +time = 2; + +% Absent Rate Drop + +borr = Hsim(:, :, time) > 0 & Osim(:, :, time) > 0; + +good = Hsim(:, :, time) > 0 & Osim(:, :, time) > 0 & squeeze((Vallsim(:, 4, :, time) > max(Vallsim(:, [1, 2, 3, 5], :, time), [], 2)) ); + +Vother = squeeze(max(Vallsim(:, [1, 2, 3, 5], :, time), [], 2)); +Vrefi = squeeze(Vallsim(:, 4, :, time)); +Vgap = (Vrefi - Vother)./Csim(:, :, time).^(-p.sigma); +Prefi = squeeze(Pallsim(:, 4, :, time)); +Refi = squeeze(Dsim(:, :, time) == 4); + + + +% After Rate Drop + +borrc = Hcsim(:, :, time) > 0 & Ocsim(:, :, time) > 0; + +goodc = Hcsim(:, :, time) > 0 & Ocsim(:, :, time) > 0 & squeeze((Vallcsim(:, 4, :, time) > max(Vallcsim(:, [1, 2, 3, 5], :, time), [], 2)) ); + +Votherc = squeeze(max(Vallcsim(:, [1, 2, 3, 5], :, time), [], 2)); +Vrefic = squeeze(Vallcsim(:, 4, :, time)); +Vgapc = (Vrefic - Votherc)./Ccsim(:, :, time).^(-p.sigma); +Prefic = squeeze(Pallcsim(:, 4, :, time)); +Refic = squeeze(Dcsim(:, :, time) == 4); + + +fprintf('\n') +fprintf('Steady State \n') +fprintf('\n') +fprintf('Monetary cost of refinancing, 2016 USD = %9.0f \n', p.F0m*12896); +fprintf('Fraction who would refinance absent utility cost = %9.2f \n', sum(good(:))/sum(borr(:))); +fprintf('Average welfare gains from refinancing, 2016 USD = %9.0f \n', mean(Vgap(good))*12896 ); +fprintf('Fraction who refinance = %9.2f \n', mean(Refi(borr)) ); + + +fprintf('\n') +fprintf('After decline in interest rates \n') +fprintf('\n') +fprintf('Fraction who would refinance absent utility cost = %9.2f \n', sum(goodc(:))/sum(borrc(:))); +fprintf('Average welfare gains from refinancing, 2016 USD = %9.0f \n', mean(Vgapc(goodc))*12896); +fprintf('Proportion of those that benefit who refinance = %9.3f \n', mean(Refic(goodc))); + + + +% Naive measure of benefit from refinancing: +% Is PV of savings (discounted at old rate) above the cost of borrowing + +PVgains = Osim(:,:, time).*Thsim(:, :, time).*Hsim(:, :, time).*((p.mbar0 - p.mbar1)*(1 - (1 + p.rm0)^(-p.D))/p.rm0 - p.F1m) - p.F0m; + +goodc = PVgains > 0; +fprintf('\n') + +fprintf('Fraction with positive savings from refinancing = %9.2f\n', sum(goodc(:))/sum(borrc(:))); +fprintf('Average savings from refinancing, 2016 USD = %9.0f\n', mean(PVgains(goodc))*12896); +fprintf('Fraction who refinance = %9.2f\n', mean(Refic(borrc))); diff --git a/42/replication_package/model_replication/Main nu 3 Non Separable Utility/vec.m b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/vec.m new file mode 100644 index 0000000000000000000000000000000000000000..b979fb42e34c27aebf07fa2dc3437ae650f79efe --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/vec.m @@ -0,0 +1,3 @@ +function y = vec(x) + +y = x(:); \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3 Non Separable Utility/wfunc.m b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/wfunc.m new file mode 100644 index 0000000000000000000000000000000000000000..f12e463cbc74f5fe95648e9bec380d9a867b9426 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/wfunc.m @@ -0,0 +1,12 @@ +function v = wfunc(c, s, ind2, EV, p, type) + + +[~, aprime, h, n] = savings(c, s, p, type); + + + +v = 1/(1 - p.sigma)*log(c.^(1 - p.sigma) + p.alpha*h.^(1 - p.sigma)) - ... + n.^(1 + p.gamma)/(1 + p.gamma) + p.beta*EV(aprime, ind2); + + + diff --git a/42/replication_package/model_replication/Main nu 3 Non Separable Utility/wprctile.m b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/wprctile.m new file mode 100644 index 0000000000000000000000000000000000000000..10cd9b35a60450821315b9d60706a9048a8806e5 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3 Non Separable Utility/wprctile.m @@ -0,0 +1,195 @@ +function y = wprctile(X,p,varargin) +%WPRCTILE Returns weighted percentiles of a sample with six algorithms. +% The idea is to give more emphasis in some examples of data as compared to +% others by giving more weight. For example, we could give lower weights to +% the outliers. The motivation to write this function is to compute percentiles +% for Monte Carlo simulations where some simulations are very bad (in terms of +% goodness of fit between simulated and actual value) than the others and to +% give the lower weights based on some goodness of fit criteria. +% +% USAGE: +% y = WPRCTILE(X,p) +% y = WPRCTILE(X,p,w) +% y = WPRCTILE(X,p,w,type) +% +% INPUT: +% X - vector or matrix of the sample data +% p - scalar or a vector of percent values between 0 and 100 +% +% w - positive weight vector for the sample data. Length of w must be +% equal to either number of rows or columns of X. If X is matrix, same +% weight vector w is used for all columns (DIM=1)or for all rows +% (DIM=2). If the weights are equal, then WPRCTILE is same as PRCTILE. +% +% type - an integer between 4 and 9 selecting one of the 6 quantile algorithms. +% Type 4: p(k) = k/n. That is, linear interpolation of the empirical cdf. +% Type 5: p(k) = (k-0.5)/n. That is a piecewise linear function where +% the knots are the values midway through the steps of the +% empirical cdf. This is popular amongst hydrologists. (default) +% PRCTILE also uses this formula. +% Type 6: p(k) = k/(n+1). Thus p(k) = E[F(x[k])]. +% This is used by Minitab and by SPSS. +% Type 7: p(k) = (k-1)/(n-1). In this case, p(k) = mode[F(x[k])]. +% This is used by S. +% Type 8: p(k) = (k-1/3)/(n+1/3). Then p(k) =~ median[F(x[k])]. +% The resulting quantile estimates are approximately +% median-unbiased regardless of the distribution of x. +% Type 9: p(k) = (k-3/8)/(n+1/4). The resulting quantile estimates are +% approximately unbiased for the expected order statistics +% if x is normally distributed. +% +% Interpolating between the points pk and X(k) gives the sample +% quantile. Here pk is plotting position and X(k) is order statistics of +% x such that x(k)< x(k+1) < x(k+2)... +% +% OUTPUT: +% y - percentiles of the values in X +% When X is a vector, y is the same size as p, and y(i) contains the +% P(i)-th percentile. +% When X is a matrix, WPRCTILE calculates percentiles along dimension DIM +% which is based on: if size(X,1) == length(w), DIM = 1; +% elseif size(X,2) == length(w), DIM = 2; +% +% EXAMPLES: +% w = rand(1000,1); +% y = wprctile(x,[2.5 25 50 75 97.5],w,5); +% % here if the size of x is 1000-by-50, then y will be size of 6-by-50 +% % if x is 50-by-1000, then y will be of the size of 50-by-6 +% +% Please note that this version of WPRCTILE will not work with NaNs values and +% planned to update in near future to handle NaNs values as missing values. +% +% References: Rob J. Hyndman and Yanan Fan, 1996, Sample Quantiles in Statistical +% Package, The American Statistician, 50, 4. +% +% HISTORY: +% version 1.0.0, Release 2007/10/16: Initial release +% version 1.1.0, Release 2008/04/02: Implementation of other 5 algorithms and +% other minor improvements of code +% +% +% I appreciate the bug reports and suggestions. +% See also: PRCTILE (Statistical Toolbox) + +% Author: Durga Lal Shrestha +% UNESCO-IHE Institute for Water Education, Delft, The Netherlands +% eMail: durgals@hotmail.com +% Website: http://www.hi.ihe.nl/durgalal/index.htm +% Copyright 2004-2007 Durga Lal Shrestha. +% $First created: 16-Oct-2007 +% $Revision: 1.1.0 $ $Date: 02-Apr-2008 13:40:29 $ + +% *********************************************************************** + +%% Input arguments check + +% error(nargchk(2,4,nargin)) +% if ~isvector(p) || numel(p) == 0 +% error('wprctile:BadPercents', ... +% 'P must be a scalar or a non-empty vector.'); +% elseif any(p < 0 | p > 100) || ~isreal(p) +% error('wprctile:BadPercents', ... +% 'P must take real values between 0 and 100'); +% end +% if ndims(X)>2 +% error('wprctile:InvalidNumberofDimensions','X Must be 2D.') +% end + + +% Default weight vector +if isvector(X) + w = ones(length(X),1); +else + w = ones(size(X,1),1); % works as dimension 1 +end +type = 5; + +if nargin > 2 + if ~isempty(varargin{1}) + w = varargin{1}; % weight vector + end + if nargin >3 + type = varargin{2}; % type to compute quantile + end +end + +if ~isvector(w)|| any(w<0) + error('wprctile:InvalidWeight', ... + 'w must vecor and values should be greater than 0'); +end + +% Check if there are NaN in any of the input +nans = isnan(X); +if any(nans(:)) || any(isnan(p))|| any(isnan(w)) + error('wprctile:NaNsInput',['This version of WPRCTILE will not work with ' ... + 'NaNs values in any input and planned to update in near future to ' ... + 'handle NaNs values as missing values.']); +end +%% Figure out which dimension WPRCTILE will work along using weight vector w + +n = length(w); +[nrows, ncols] = size(X); +if nrows==n + dim = 1; +elseif ncols==n + dim = 2; +else + error('wprctile:InvalidDimension', ... + 'length of w must be equal to either number of rows or columns of X'); +end + +%% Work along DIM = 1 i.e. columswise, convert back later if needed using tflag + +tflag = false; % flag to note transpose +if dim==2 + X = X'; + tflag = true; +end +ncols = size(X,2); +np = length(p); +y = zeros(np,ncols); + +% Change w to column vector +w = w(:); + +% normalise weight vector such that sum of the weight vector equals to n +w = w*n/sum(w); + +%% Work on each column separately because of weight vector + +for i=1:ncols + [sortedX, ind] = sort(X(:,i)); % sort the data + sortedW = w(ind); % rearrange the weight according to ind + k = cumsum(sortedW); % cumulative weight + switch type % different algorithm to compute percentile + case 4 + pk = k/n; + case 5 + pk = (k-sortedW/2)/n; + case 6 + pk = k/(n+1); + case 7 + pk = (k-sortedW)/(n-1); + case 8 + pk = (k-sortedW/3)/(n+1/3); + case 9 + pk = (k-sortedW*3/8)/(n+1/4); + otherwise + error('wprctile:InvalidType', ... + 'Integer to select one of the six quantile algorithm should be between 4 to 9.') + end + + % to avoid NaN for outside the range, the minimum or maximum values in X are + % assigned to percentiles for percent values outside that range. + q = [0;pk;1]; + xx = [sortedX(1); sortedX; sortedX(end)]; + + % Interpolation between q and xx for given value of p + y(:,i) = interp1q(q,xx,p(:)./100); +end + +%% Transpose data back for DIM = 2 to the orginal dimension of X +% if p is row vector and X is vector then return y as row vector +if tflag || (min(size(X))==1 && size(p,1)==1) + y=y'; +end \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3/binned_plot.m b/42/replication_package/model_replication/Main nu 3/binned_plot.m new file mode 100644 index 0000000000000000000000000000000000000000..20128809df75feb0ca5e47ce1bce4356c78f3d5a --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3/binned_plot.m @@ -0,0 +1,283 @@ + +function [x_med_out,y_med,y_low,y_high] = binned_plot(x,y,varargin) +% BINNED_PLOT binned scatter plot +% +% BINNED_PLOT(X,Y) splits vector X into bins of aproximately equal size, +% and plots each median against the median of the corresponding Y-values, +% as well as their inter-quartile range. X and Y must have the same +% number of rows or columns. +% +% BINNED_PLOT(X,Y,NUM_BINS) also specifies the (maximum) number of bins. +% +% +% [X_MED,Y_MED,Y_LOW,Y_HIGH] = BINNED_PLOT(...) returns the median of the +% X-bin, the median, lower and upper quartile of the corresponding Y-values +% +% Additional properties can be set as attribute-value pairs: +% - 'y_range' : specifies the width of the Y-band (range 0 .. 0.5; +% e.g., 0.5 plots the range between maxima and minima); +% default: 0.25 +% - 'y_mean_std' : plot means and standard deviations instead of medians +% and quartiles ['on','off'] +% - 'style' : plotting style (same options as in plot command) +% - 'density' : transparency corresponds to the number of points in +% the shaded area ['on','off'] +% - 'transparency' : transparency of filled range (for non-density plots) +% - 'transparency_min': minimum transparency of filled range (for density plots) +% - 'transparency_max': maximum transparency of filled range (for density plots) +% +% +% Example: +% x=0:0.1:20; +% y=[sin(x); cos(x)] + randn(2,201); +% binned_plot(x,y) +% + +% Stefan Schroedl +% 04/07/2008 + +optargin = size(varargin,2); +stdargin = nargin - optargin; + +if (stdargin<2) + error('at least two arguments required') +end + + +% defaults for optional arguments +num_bins = []; +y_range = []; +style = []; +y_mean_std = 0; +transparency = 0.1; +transparency_max = 0.6; +transparency_min = 0.1; +density_transparency = 0; + +% parse optional arguments +i=1; +while (i <= optargin) + if (i==1 && isnumeric(varargin{i})) + num_bins = varargin{i}; % interpret as number of bins + i = i + 1; + elseif (strcmp(varargin{i},'style') && i < optargin) + style = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'y_range') && i < optargin) + y_range = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'transparency') && i < optargin) + transparency = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'transparency_max') && i < optargin) + transparency_max = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'transparency_min') && i < optargin) + transparency_min = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'y_mean_std') && i < optargin) + if (strcmp(varargin{i+1},'on')) + y_mean_std = 1; + elseif (strcmp(varargin{i+1},'off')) + y_mean_std = 0; + else + error('unrecognized option for y_mean_std, should be [on/off]'); + end + i = i + 2; + elseif (strcmp(varargin{i},'density') && i < optargin) + if (strcmp(varargin{i+1},'on')) + density_transparency = 1; + elseif (strcmp(varargin{i+1},'off')) + density_transparency = 0; + else + error('unrecognized option for density, should be [on/off]'); + end + i = i + 2; + elseif (ischar(varargin{i})) + error('unrecognized attribute: %s', varargin{i}); + else + error('at most three arguments expected'); + end +end + +if (transparency_min >= transparency_max) + error('transparency_min should be smaller than transparency_max'); +end + +% determine input matrix sizes +[nx,mx] = size(x); +[ny,my] = size(y); + +if nx > 1 && mx > 1 + error('first argument must be a vector'); +end + +% adjust matrices to be column vectors + +if mx>1 + % transpose + x = x(:); + nx = mx; + mx = 1; +end + +if my == nx + % transpose + y = y'; + [ny,my] = size(y); +else + if ny ~= nx + error('first and second arguments must have either same number of rows or columns'); + end +end + + +if isempty(num_bins) + num_bins = max( min(length(x),3), floor(sqrt(length(x)-1))-1); % default heuristic for number of bins +else if ~isnumeric(num_bins) + db error('third argument num_bins must be numeric'); + end +end + +if isempty(y_range) + y_range = 0.25; % default: quartile +end + +if isempty(style) + style = ''; % no style specified +end + +% determine colors and markers +colors = repmat('b',1,my); +noColSpec = cell(1,my); +for i=1:my + [colors(i),noColSpec{i}] = getColorSpec(style,i); +end + +% x quantiles +qvals = 0:(1/num_bins):(1-1/num_bins); +x_quant = quantile(x,[qvals 1]); + +% remove identical bins +x_quant = sort(unique(x_quant)); + +% due to interpolation, some bins can still be empty +x_quant2 = x_quant; +x_quant = x_quant(1); +count_bin = length(find(x>x_quant2(1))); +for i=2:length(x_quant2) + count_bin2 = length(find(x>x_quant2(i))); + if count_bin2 ~= count_bin + x_quant = [x_quant x_quant2(i)]; + end + count_bin = count_bin2; +end + +% preallocate outputs +x_med = zeros(length(x_quant)-1,1); +y_med = zeros(length(x_quant)-1,my); +y_low = zeros(length(x_quant)-1,my); +y_high = zeros(length(x_quant)-1,my); + +% desired y range + +for i = 1:length(x_quant)-1 + idx = x >= x_quant(i) & (x < x_quant(i+1)); + if (~y_mean_std) + + q = quantile(y(idx,:),[0.5-y_range 0.5 0.5 + y_range]); + % hack for quantile output dim + if my == 1 + q = q'; + end + y_low(i,:) = q(1,:); + y_med(i,:) = q(2,:); + y_high(i,:) = q(3,:); + x_med(i) = median(x(idx)); + else + % use mean and std dev + m = mean(y(idx,:)); + s = std(y(idx,:)); + y_med(i,:) = m; + y_low(i,:) = m-s; + y_high(i,:) = m+s; + x_med(i) = mean(x(idx)); + end +end + +if (nargout == 0) + hold_mode = ishold; + x_min = x_quant(1); + x_max = x_quant(end); + for i=1:my + inner_spec = strcat(colors(i), noColSpec{i}); + + if(~density_transparency) + % fill between quartiles + xpoints=[x_min; x_med; x_max; x_max; flipud(x_med); x_min ]; + ypoints=[y_high([ 1 1:end end],i); flipud(y_low([1 1:end end],i)) ]; + fillhandle=fill(xpoints,ypoints,colors(i)); + set(fillhandle,'EdgeColor',colors(i),'FaceAlpha',transparency,'EdgeAlpha',transparency); %set transparency + else + % precompute trapezoids, areas + xpoints = zeros(4,length(x_med)+1); + ypoints = zeros(4,length(x_med)+1); + area_fill = zeros(1,length(x_med)+1); + + xpoints(:,1) = [x_min; x_med(1); x_med(1); x_min]; + ypoints(:,1) = [y_high(1,i); y_high(1,i); y_low(1,i); y_low(1,i)]; + area_fill(1) = (xpoints(2,1)-xpoints(1,1))*(ypoints(1,1)-ypoints(4,1)+ypoints(2,1)-ypoints(3,1))/2; + + for j=1:(length(x_med)-1) + xpoints(:,j+1) = [x_med(j); x_med(j+1); x_med(j+1); x_med(j)]; + ypoints(:,j+1) = [y_high(j,i); y_high(j+1,i); y_low(j+1,i); y_low(j,i)]; + area_fill(j+1) = (xpoints(2,j+1)-xpoints(1,j+1))*(ypoints(1,j+1)-ypoints(4,j+1)+ypoints(2,j+1)-ypoints(3,j+1))/2; + end + + xpoints(:,end) = [x_med(end); x_max; x_max; x_med(end)]; + ypoints(:,end) = [y_high(end,i); y_high(end,i); y_low(end,i); y_low(end,i)]; + area_fill(end) = (xpoints(2,end)-xpoints(1,end))*(ypoints(1,end)-ypoints(4,end)+ypoints(2,end)-ypoints(3,end))/2; + + area_max = max(area_fill); + area_min = min(area_fill); + area_range = area_max - area_min; + if (area_range == 0) + area_range = 1; + end + transparency_range = transparency_max - transparency_min; + % scale transparency according to density (i.e., inversely + % proportional to trapezoid area) + transp_mod = transparency_max - (area_fill - area_min) .* transparency_range ./ area_range; + for j=1:(length(x_med)+1) + fillhandle=fill(xpoints(:,j),ypoints(:,j),colors(i),'LineStyle','none'); + hold on; + set(fillhandle,'EdgeColor',colors(i),'FaceAlpha',transp_mod(j),'EdgeAlpha',transp_mod(j)); % set transparency + end + end + % plot median line + hold on; + plot(x_med,y_med(:,i),inner_spec); + end + + % restore old hold mode + if hold_mode == 0 + hold off; + end +else + x_med_out = x_med; +end + +% auxiliary function to retrieve color specification (if any) and remainder +function [color,noColSpec] = getColorSpec(s,i) +colors = 'bgrcmykw'; +color=colors(mod(i-1,8) + 1); % default color cycle +noColSpec = '-'; % default line style +if (~isempty(s)) + idx=ismember(s,colors); + if any(~idx) + noColSpec=s(~idx); + end + if any(idx) + color=s(idx(1)); + end +end diff --git a/42/replication_package/model_replication/Main nu 3/findtransfer.m b/42/replication_package/model_replication/Main nu 3/findtransfer.m new file mode 100644 index 0000000000000000000000000000000000000000..6d6ddcbdd81c2105defa6003af3228d601bcdce8 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3/findtransfer.m @@ -0,0 +1,4 @@ +function y = findtransfer(a, rhs, p) + + +y = (1 + interest(a, p)).*a - rhs; \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3/fminsearchbnd.m b/42/replication_package/model_replication/Main nu 3/fminsearchbnd.m new file mode 100644 index 0000000000000000000000000000000000000000..0448eae0f278145737a4c58ef211062d09896afc --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3/fminsearchbnd.m @@ -0,0 +1,307 @@ +function [x,fval,exitflag,output] = fminsearchbnd(fun,x0,LB,UB,options,varargin) +% FMINSEARCHBND: FMINSEARCH, but with bound constraints by transformation +% usage: x=FMINSEARCHBND(fun,x0) +% usage: x=FMINSEARCHBND(fun,x0,LB) +% usage: x=FMINSEARCHBND(fun,x0,LB,UB) +% usage: x=FMINSEARCHBND(fun,x0,LB,UB,options) +% usage: x=FMINSEARCHBND(fun,x0,LB,UB,options,p1,p2,...) +% usage: [x,fval,exitflag,output]=FMINSEARCHBND(fun,x0,...) +% +% arguments: +% fun, x0, options - see the help for FMINSEARCH +% +% LB - lower bound vector or array, must be the same size as x0 +% +% If no lower bounds exist for one of the variables, then +% supply -inf for that variable. +% +% If no lower bounds at all, then LB may be left empty. +% +% Variables may be fixed in value by setting the corresponding +% lower and upper bounds to exactly the same value. +% +% UB - upper bound vector or array, must be the same size as x0 +% +% If no upper bounds exist for one of the variables, then +% supply +inf for that variable. +% +% If no upper bounds at all, then UB may be left empty. +% +% Variables may be fixed in value by setting the corresponding +% lower and upper bounds to exactly the same value. +% +% Notes: +% +% If options is supplied, then TolX will apply to the transformed +% variables. All other FMINSEARCH parameters should be unaffected. +% +% Variables which are constrained by both a lower and an upper +% bound will use a sin transformation. Those constrained by +% only a lower or an upper bound will use a quadratic +% transformation, and unconstrained variables will be left alone. +% +% Variables may be fixed by setting their respective bounds equal. +% In this case, the problem will be reduced in size for FMINSEARCH. +% +% The bounds are inclusive inequalities, which admit the +% boundary values themselves, but will not permit ANY function +% evaluations outside the bounds. These constraints are strictly +% followed. +% +% If your problem has an EXCLUSIVE (strict) constraint which will +% not admit evaluation at the bound itself, then you must provide +% a slightly offset bound. An example of this is a function which +% contains the log of one of its parameters. If you constrain the +% variable to have a lower bound of zero, then FMINSEARCHBND may +% try to evaluate the function exactly at zero. +% +% +% Example usage: +% rosen = @(x) (1-x(1)).^2 + 105*(x(2)-x(1).^2).^2; +% +% fminsearch(rosen,[3 3]) % unconstrained +% ans = +% 1.0000 1.0000 +% +% fminsearchbnd(rosen,[3 3],[2 2],[]) % constrained +% ans = +% 2.0000 4.0000 +% +% See test_main.m for other examples of use. +% +% +% See also: fminsearch, fminspleas +% +% +% Author: John D'Errico +% E-mail: woodchips@rochester.rr.com +% Release: 4 +% Release date: 7/23/06 + +% size checks +xsize = size(x0); +x0 = x0(:); +n=length(x0); + +if (nargin<3) || isempty(LB) + LB = repmat(-inf,n,1); +else + LB = LB(:); +end +if (nargin<4) || isempty(UB) + UB = repmat(inf,n,1); +else + UB = UB(:); +end + +if (n~=length(LB)) || (n~=length(UB)) + error 'x0 is incompatible in size with either LB or UB.' +end + +% set default options if necessary +if (nargin<5) || isempty(options) + options = optimset('fminsearch'); +end + +% stuff into a struct to pass around +params.args = varargin; +params.LB = LB; +params.UB = UB; +params.fun = fun; +params.n = n; +% note that the number of parameters may actually vary if +% a user has chosen to fix one or more parameters +params.xsize = xsize; +params.OutputFcn = []; + +% 0 --> unconstrained variable +% 1 --> lower bound only +% 2 --> upper bound only +% 3 --> dual finite bounds +% 4 --> fixed variable +params.BoundClass = zeros(n,1); +for i=1:n + k = isfinite(LB(i)) + 2*isfinite(UB(i)); + params.BoundClass(i) = k; + if (k==3) && (LB(i)==UB(i)) + params.BoundClass(i) = 4; + end +end + +% transform starting values into their unconstrained +% surrogates. Check for infeasible starting guesses. +x0u = x0; +k=1; +for i = 1:n + switch params.BoundClass(i) + case 1 + % lower bound only + if x0(i)<=LB(i) + % infeasible starting value. Use bound. + x0u(k) = 0; + else + x0u(k) = sqrt(x0(i) - LB(i)); + end + + % increment k + k=k+1; + case 2 + % upper bound only + if x0(i)>=UB(i) + % infeasible starting value. use bound. + x0u(k) = 0; + else + x0u(k) = sqrt(UB(i) - x0(i)); + end + + % increment k + k=k+1; + case 3 + % lower and upper bounds + if x0(i)<=LB(i) + % infeasible starting value + x0u(k) = -pi/2; + elseif x0(i)>=UB(i) + % infeasible starting value + x0u(k) = pi/2; + else + x0u(k) = 2*(x0(i) - LB(i))/(UB(i)-LB(i)) - 1; + % shift by 2*pi to avoid problems at zero in fminsearch + % otherwise, the initial simplex is vanishingly small + x0u(k) = 2*pi+asin(max(-1,min(1,x0u(k)))); + end + + % increment k + k=k+1; + case 0 + % unconstrained variable. x0u(i) is set. + x0u(k) = x0(i); + + % increment k + k=k+1; + case 4 + % fixed variable. drop it before fminsearch sees it. + % k is not incremented for this variable. + end + +end +% if any of the unknowns were fixed, then we need to shorten +% x0u now. +if k<=n + x0u(k:n) = []; +end + +% were all the variables fixed? +if isempty(x0u) + % All variables were fixed. quit immediately, setting the + % appropriate parameters, then return. + + % undo the variable transformations into the original space + x = xtransform(x0u,params); + + % final reshape + x = reshape(x,xsize); + + % stuff fval with the final value + fval = feval(params.fun,x,params.args{:}); + + % fminsearchbnd was not called + exitflag = 0; + + output.iterations = 0; + output.funcCount = 1; + output.algorithm = 'fminsearch'; + output.message = 'All variables were held fixed by the applied bounds'; + + % return with no call at all to fminsearch + return +end + +% Check for an outputfcn. If there is any, then substitute my +% own wrapper function. +if ~isempty(options.OutputFcn) + params.OutputFcn = options.OutputFcn; + options.OutputFcn = @outfun_wrapper; +end + +% now we can call fminsearch, but with our own +% intra-objective function. +[xu,fval,exitflag,output] = fminsearch(@intrafun,x0u,options,params); + +% undo the variable transformations into the original space +x = xtransform(xu,params); + +% final reshape to make sure the result has the proper shape +x = reshape(x,xsize); + +% Use a nested function as the OutputFcn wrapper + function stop = outfun_wrapper(x,varargin); + % we need to transform x first + xtrans = xtransform(x,params); + + % then call the user supplied OutputFcn + stop = params.OutputFcn(xtrans,varargin{1:(end-1)}); + + end + +end % mainline end + +% ====================================== +% ========= begin subfunctions ========= +% ====================================== +function fval = intrafun(x,params) +% transform variables, then call original function + +% transform +xtrans = xtransform(x,params); + +% and call fun +fval = feval(params.fun,reshape(xtrans,params.xsize),params.args{:}); + +end % sub function intrafun end + +% ====================================== +function xtrans = xtransform(x,params) +% converts unconstrained variables into their original domains + +xtrans = zeros(params.xsize); +% k allows some variables to be fixed, thus dropped from the +% optimization. +k=1; +for i = 1:params.n + switch params.BoundClass(i) + case 1 + % lower bound only + xtrans(i) = params.LB(i) + x(k).^2; + + k=k+1; + case 2 + % upper bound only + xtrans(i) = params.UB(i) - x(k).^2; + + k=k+1; + case 3 + % lower and upper bounds + xtrans(i) = (sin(x(k))+1)/2; + xtrans(i) = xtrans(i)*(params.UB(i) - params.LB(i)) + params.LB(i); + % just in case of any floating point problems + xtrans(i) = max(params.LB(i),min(params.UB(i),xtrans(i))); + + k=k+1; + case 4 + % fixed variable, bounds are equal, set it at either bound + xtrans(i) = params.LB(i); + case 0 + % unconstrained variable. + xtrans(i) = x(k); + + k=k+1; + end +end + +end % sub function xtransform end + + + + + diff --git a/42/replication_package/model_replication/Main nu 3/interest.m b/42/replication_package/model_replication/Main nu 3/interest.m new file mode 100644 index 0000000000000000000000000000000000000000..a803c11bf639587df429cae019dec0baa5772085 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3/interest.m @@ -0,0 +1,4 @@ +function rl = interest(A, p) + +rl = 1./(1 + exp(-p.r1*(A - p.r2)))*(p.rh - p.rl) + p.rl; + diff --git a/42/replication_package/model_replication/Main nu 3/kronm.m b/42/replication_package/model_replication/Main nu 3/kronm.m new file mode 100644 index 0000000000000000000000000000000000000000..37c3ef55e11a041e1c9332397e1f90c086a49983 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3/kronm.m @@ -0,0 +1,113 @@ +function x = kronm(Q,x) + +% Fast Kronecker matrix multiplication, for both full and sparse matrices +% of any size. Never computes the actual Kronecker matrix and omits +% multiplication by identity matrices. +% y = kronm(Q,x) computes +% y = (Q{k} kron ... Q{2} kron Q{1})*x +% If Q contains only two matrices and x is a vector, the code uses the +% identity +% ( Q{2} kron Q{1} )*vec(X) = vec(Q{1}*X*Q{2}'), +% where vec(X)=x. If Q contains more than two matrices and/or if x has more +% than one column, the algorithm uses a generalized form of this identity. +% The idea of the algorithm is to see x as a multi-dimensional array and to +% apply the linear maps Q{i} separately for each dimension i. If Q contains +% just one matrix, the function returns the regular matrix product Q{1}*x. +% +% Inputs: +% Q: 1-by-k cell array containing k matrices of arbitrary size +% (can be sparse). Denote by R(i) the number of rows of Q{i}, and +% by C(i) the number of columns. Alternatively, Q{i} may also be +% a scalar qi. This is interpreted as the qi-by-qi identity +% matrix. Hand over identity matrices in this fashion for optimal +% performance. +% x: Matrix of size CC-by-m, where CC=C(1)*...*C(k). +% +% Output: Matrix of size RR-by-m, where RR=R(1)*...*R(k). +% +% +% Example: +% R = [60, 30, 20]; % Number of rows for matrices Q{1},Q{2},Q{3}. +% C = [55, 25, 15]; % Number of columns of matrices Q{i}. +% m = 5; % Number of columns of x. +% Q = cell(1,length(R)); % Create cell with sparse random matrices +% for i=1:length(R) % of density 0.05. +% Q{i} = sprand(R(i),C(i),0.05); +% end +% x = rand(prod(C),m); % Random matrix x with C(1)*C(2)*C(3) rows. +% y = kron(Q{3},kron(Q{2},Q{1}))*x; +% % Matlab's Kronecker multiplication... +% yy= kronm(Q,x); % and kronm... +% norm(y-yy) % ... give the same result up to +% % computational error. +% +% +% Version: 6-Oct-2015 +% Author: Matthias Kredler (Universidad Carlos III de Madrid) +% mkredler@eco.uc3m.es +% Acknowledgement: +% This code follows the same idea as 'kronmult' by Paul G. Constantine & +% David F. Gleich (Stanford, 2009). However, I avoid loops and allow for +% non-square inputs Q{i}. I have also included the special treatment for +% identity matrices. + +m = size(x,2); % Obtain number of columns in input. +k = length(Q); % Number of matrices in Q. +R = zeros(1,k); % Vector for number of rows of, +C = zeros(1,k); % Q-matrices and for number of columns. +comp = true(1,k); % Check if we have to multiply by Q{i}. +for i=1:k + if isscalar(Q{i}) % If input Q{i} is a scalar, don't + comp(i) = false; % have to multiply in this dimension. + R(i) = Q{i}; % Read in number of rows and columns. + C(i) = Q{i}; + else % Otherwise, read out size of the + [R(i),C(i)] = size(Q{i}); % matrix. + end +end + +xsiz = [C,m]; % Will constantly change dimension of x. + % xsiz is the current size, when x is + % reshaped to array of dim. + % C(1),C(2),...,C(k),m. + +if comp(1) % Start with first Kronecker product, + x = Q{1}*reshape(x,[C(1),prod(xsiz)/C(1)]); + % leave out if Q{i} is identity. + xsiz(1) = R(1); % Replace size of dimension 1. +end % (Don't do this in loop below --> save + % time on reshapes and permutes) +if k>1 && m==1 % If Q has just one element, we're done. + if comp(k) % If x was a column vector, do the last + x = reshape(x,[prod(xsiz)/C(k),C(k)]) *Q{k}' ; + xsiz(k) = R(k); % Kronecker product by matrix + end % post-multiplication to save time on + % reshapes and permutes. + loopTo = k-1; % Will only have to loop up to + % dimension k-1 below. +else % If x is a matrix, have to loop over + loopTo = k; % all dimensions. +end + +if k>2 || m>1 % Now loop over remaining dimensions, + x = reshape(x,xsiz); % inf any. Reshape x into an array of + for i=2:loopTo % dimension R(1),C(2),...,C(k)or R(k),m. + if comp(i) % If Q{i} is not identity: Create + dims = 1:k+1; % vector to re-shuffle dimensions. + dims(i) = []; % Put dimension i first (by permute), + dims = [i, dims]; %#ok % e.g. order [2,1,3,4,5] + % for i=2 and k=4. Turn off Matlab's + % warning for size change. + Xmat = reshape( permute(x,dims), [C(i), prod(xsiz)/C(i)] ); + % Then bring array into matrix with + Xmat = Q{i}*Xmat; % N(i) rows, ex: N(2)-by-N(1)*N(3)*... + % *N(4)*m and multiply by Q{i}. + xsiz(i) = R(i); % Changed dimensionality of x. + x = ipermute( reshape(Xmat,[R(i), xsiz(dims(2:k+1))]), dims ); + end % Reshape back to array, ex: to dim. + end % N(2),N(1),N(3),N(4),m, and inverse- + % permute to go back to orginal array, +end % ex: dim. N(1),N(2),N(3),N(4),m. + +x = reshape(x,[prod(R),m]); % Then give back result as matrix. + diff --git a/42/replication_package/model_replication/Main nu 3/lookup1.m b/42/replication_package/model_replication/Main nu 3/lookup1.m new file mode 100644 index 0000000000000000000000000000000000000000..b1505d4dd7ab85ad6022be69430658f336d97116 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3/lookup1.m @@ -0,0 +1,71 @@ +% LOOKUP Performs a table lookup. +% USAGE +% ind=lookup(tabvals,x,endadj); +% INPUTS +% tabvals : a sorted vector of n values +% x : an array of values +% endadj : a optional endpoint adjustment: 0, 1, 2 or 3. +% OUTPUT +% ind : an array (same size as x) of indices from 1 to n +% +% Returns an array of size(x) with element (i,j) equal to +% max k: x(i,j)>=tabvals(k) +% +% Optional endpoint adjustments: +% 0: no adjustments +% 1: values of x < min(tabvals) will return +% length(tabvals=tabvals(1)) +% 2: values of x > max(tabvals) will return +% m-length(tabvals=tabvals(end)) +% 3: adjustments 1 and 2 will be performed +% +% With endadj=3 all the indices are between 1 and n-1 +% To find the nearest table value to each x use: +% ind = lookup(tabvals,x,3); +% ind = ind + (x-tabvals(ind) > tabvals(ind+1)-x); +% nearest = tabvals(ind); +% +% Coded in C. + +% Copyright (c) 1997-2000, Paul L. Fackler & Mario J. Miranda +% paul_fackler@ncsu.edu, miranda.4@osu.edu + +function ind=lookup(tabvals,x,endadj); + +global CompEcon_MEXwarned + +if isempty(CompEcon_MEXwarned) + disp('Warning: You are using the m-file version of a function that is coded as a C Mex file.') + disp(' Running this M file version may be significantly slower and more memory intensive.') + disp(' Use MEXALL to create the executable (MEX or DLL) and make sure it is on the MATLAB path.') + CompEcon_MEXwarned=1; +end + + +if nargin<2 + error('At least two parameters must be specified'); +end +if nargin<3 endadj=0; end +if isempty(endadj) endad=0; end + +n=prod(size(x)); +if min(size(tabvals))>1 + error('tabvals must be a vector'); +else + tabvals=tabvals(:); + if any(diff(tabvals)<0) + error('tabvals must be sorted in ascending order') + end +end +m=length(tabvals); +if endadj>=2, m=m-length(find(tabvals==tabvals(end))); end + +[temp,ind]=sort([tabvals(1:m); x(:)]); +temp=find(ind>m); +j=ind(temp)-m; +ind=reshape(temp-(1:n)',size(x)); +ind(j)=ind(:); + +if endadj==1 | endadj==3 + ind(ind==0)=length(find(tabvals==tabvals(1))); +end diff --git a/42/replication_package/model_replication/Main nu 3/lookup1.mexa64 b/42/replication_package/model_replication/Main nu 3/lookup1.mexa64 new file mode 100644 index 0000000000000000000000000000000000000000..d45b592990528cdf9bec076c8ebfa193adc36d52 Binary files /dev/null and b/42/replication_package/model_replication/Main nu 3/lookup1.mexa64 differ diff --git a/42/replication_package/model_replication/Main nu 3/lookup1.mexmaci64 b/42/replication_package/model_replication/Main nu 3/lookup1.mexmaci64 new file mode 100644 index 0000000000000000000000000000000000000000..c355da46b986916252b3bd3c06ec513f8774efa1 Binary files /dev/null and b/42/replication_package/model_replication/Main nu 3/lookup1.mexmaci64 differ diff --git a/42/replication_package/model_replication/Main nu 3/lookup1.mexw32 b/42/replication_package/model_replication/Main nu 3/lookup1.mexw32 new file mode 100644 index 0000000000000000000000000000000000000000..187dff29e1d7905d71b29ee4f986b9635bc5bc35 Binary files /dev/null and b/42/replication_package/model_replication/Main nu 3/lookup1.mexw32 differ diff --git a/42/replication_package/model_replication/Main nu 3/neldmead_bounds.m b/42/replication_package/model_replication/Main nu 3/neldmead_bounds.m new file mode 100644 index 0000000000000000000000000000000000000000..a27a8bb8d0f4a14305b8a48091fccbee51ac77af --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3/neldmead_bounds.m @@ -0,0 +1,145 @@ +function x_opt = neldmead_bounds(func, x_init, x_min, x_max, varargin) +% [x_opt]=neldmead_bounds(func,x_init,x_min,x_max) +% minimizes f(x) such that x_min <= x_opt <= x_max. +% modified version of original by H.P. Gavin , Civil & Env'ntl Eng'g, Duke Univ. 21 January 2006 +% all i did is to make it readable for myself and exclude g(x) <0 +% constraint +% +% INPUT +% ====== +% func : the name of the function to be minimizes in the form y=func(x) +% x_init : the vector of initial parameter values ... a column vector +% x_min : minimum permissible values of the parameters, x +% x_max : maximum permissible values of the parameters, x +% +% OUTPUT +% ====== +% x_opt : a set of parameters at or near the optimal value + + + tol_x = 1e-4; % tolerance for convergence in x + tol_f = 1e-4; % tolerance for convergence in f + max_iter = 250; % maximum number of function evaluations + + +n = length(x_init); + +onesn = ones(1,n); +ot = 2:n+1; +on = 1:n; +function_count = 0; % the number of function evaluations + + +% Nelder-Mead constants +a_reflect = 2; a_expand = 1; a_contract = 0.5; a_shrink = 0.5; + +% Evaluate the initial guess and the range of allowable parameter variation + +x_init = min(max(x_init,x_min),x_max); + +[fv] = feval(func,x_init, varargin{:}); +if any(x_max == x_min) + error('error: x_max can not equal x_min for any parameter'); +end + +% Place input guess in the simplex! (credit L.Pfeffer at Stanford) +% Set up a simplex near the initial guess. + +p1 = .2; % originally .2 +p2 = .1; % originally .1 + +delta_x = min( p1*(1+abs(x_init)) , p2*(x_max-x_init).*(x_max~=x_init) ); +idx = find(delta_x == 0); +delta_x(idx) = -p2*(x_init(idx)-x_min(idx)); + +% --- initialization +simplex = x_init; +for j = 1:n + y = x_init; + y(j) = y(j) + delta_x(j); + x = min(max(y,x_min),x_max); + simplex = [simplex x]; %create simplex one by one + [f] = feval(func,x, varargin{:}); %evaluate function + fv = [fv f]; %record function values + +end + +% order the vertices in increasing order of fv +[fv,idx] = sort(fv); simplex = simplex(:,idx); +disp([simplex;fv]) + +iter=1; +while iter < max_iter % --- main loop + + change_x = max(max(abs(simplex(:,ot)-simplex(:,onesn)))); + change_f = max(abs(fv(1)-fv(ot))); + + if change_x < tol_x && change_f < tol_f + break; + end + + % One step of the Nelder-Mead simplex algorithm + + happy = 0; + +% reflect + vbar = (sum(simplex(:,on)')/n)'; % centroid of better vertices + vr = min(max(vbar + a_reflect*(vbar-simplex(:,n+1)),x_min),x_max); + [fr] = feval(func,vr, varargin{:}); + + + if ( fr >= fv(1) && fr < fv(n+1) ) + happy = 1; vk = vr; fk = fr; how = 'reflect'; + end + +% expand + if ( happy == 0 && fr < fv(1) ) + ve = min(max(vbar + a_expand*(vr-vbar),x_min),x_max); + [fe] = feval(func,ve, varargin{:}); + + function_count = function_count + 1; + if fe < fr + happy = 1; vk = ve; fk = fe; how = 'expand'; + else + happy = 1; vk = vr; fk = fr; how = 'reflect'; + end + end + +% contract + if ( happy == 0 && fr >= fv(n) ) + vc = min(max(vbar + a_contract*(vbar-simplex(:,n+1)),x_min),x_max); + [fc] = feval(func,vc, varargin{:}); + + + if fc < fv(n+1) + happy = 1; vk = vc; fk = fc; how = 'contract'; + end + end + +% if you have accepted a new point, replace the worst point (n+1) with it + + if ( happy == 1 ) + simplex(:,n+1) = vk; fv(n+1) = fk; + else + +% shrink + v1 = simplex(:,1); + for i=2:n+1 + vs = min(max(v1 + a_shrink*(simplex(:,i)-v1),x_min),x_max); + [fs] = feval(func,vs, varargin{:}); + + simplex(:,i) = vs; + fv(i) = fs; + end + + how = 'shrink'; + end + +% order the vertices in increasing order of fv + [fv,idx] = sort(fv); simplex = simplex(:,idx); + x_opt = simplex(:,1); + %fprintf('%4i %6.2e %6.2e\n',[iter,change_f,change_x]) + iter=iter+1; +end + + diff --git a/42/replication_package/model_replication/Main nu 3/objective.m b/42/replication_package/model_replication/Main nu 3/objective.m new file mode 100644 index 0000000000000000000000000000000000000000..e61e6ed75dae85e73694aeb078e17f2942779279 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3/objective.m @@ -0,0 +1,244 @@ +function err_mom = objective(x) + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',22); + +intmeth = 'linear'; +printr = 0; + +optset('bisect', 'tol', 1e-32); + +% Calibrated Parameters + +p.beta = x(1); % discount factor +p.alpha = x(2); % weight on housing in preferences +p.R = x(3); +p.phi = x(4); % productivity non-market +p.F0m = x(5); % fixed cost of refinancing +p.B = x(6); +p.r1 = x(7); +p.r2 = x(8); % parameters governing shape of rl curve +p.rh = (1 + x(9))^(1/4) - 1; % interest rate + +% Assigned Parameters + +p.nu = 3; % parameter in exponential distribution + +p.pidelta = [0.975; 0.025]; % probability of expenditure shocks +p.delta = [0; 0.0625]; % expenditure shock, fraction of home (quarterly so divide by 4) + +p.rl = (1 - 0.028)^(1/4) - 1; % lower bound on liquid rate + +p.T = 61*4; % last period of life +p.D = 30*4; % maturity of mortgages + +p.sigma = 2; % CRRA +p.gamma = 1; % Frisch elasticity of non-market production + +p.rm = (1 + 0.025)^(1/4) - 1; % mortgage interest rate + +p.Fs = 0.06; % fixed cost of selling home +p.F1m = 0.005; % proportional cost of refinancing + +p.wbar = 1; % parameter governing luxuriousness of bequests + +p.thetam = 0.85; % maximum LTV +p.thetay = 0.214; % maximum PTI + +rhoz = 0.9908; +sz = 0.0761; +se = (1 - 0.55)^(1/2)*0.4869; % Krueger Perri (2011) show 55% of the variance of trans compon is measurement error so subtract + +time = (1 : 1 : p.T)'; +p.lambdat = exp(0.07982636 - 0.02322307 * (time/4 + 25) + 0.00105409 * (time/4 + 25).^2 - 0.00001028 * (time/4 + 25).^3); + +p.thetay = p.thetay*(1 - 0.3126./(1 + exp(18.629 - 0.3049*(time/4 + 25)))); + +p.mbar = p.rm/(1 - (1 + p.rm)^(-p.D)); % minimum payment required per 1 of initial debt + + +% Quality of Approximation + +p.na = 75; % number of nodes for liquid assets +p.nat = 75; % number of nodes for atilde = (1 + rl)*a - delta*h +p.nl = 75; % number of nodes for liquidity +p.no = 11; % number of nodes for omega (fraction of loan outstanding) +p.nt = 5; % number of possible initial LTV +p.nh = 7; % number of nodes for housing +p.nz = 9; % points for exogenous income z +p.ne = 3; + + +% Discretize Income Process + +[zgrid, Fzz] = rouwenhorst(rhoz, sz, p.nz); +zgrid = exp(zgrid'); +p.zgrid = zgrid; + +[Fz, d] = eigs(Fzz', 1, 'largestabs'); +Fz = Fz/sum(Fz); +Fz = full(Fz); % ergodic distribution of z + +[egrid, we] = qnwnorm(p.ne, 0, se^2); +egrid = exp(egrid); +p.egrid = egrid; + + +% Discretize other state variables + +amin = -0.4; +amax = 100; +p.agrid = amin + (amax - amin)*nodeunif(p.na, 0, 1).^2; + +omin = 0; +omax = 1; +p.ogrid = omin + (omax - omin)*nodeunif(p.no, 0, 1); + +tmin = 0.25; +tmax = p.thetam; % allow to cover fixed cost +p.tgrid = tmin + (tmax - tmin)*nodeunif(p.nt, 0, 1); + +hmin = 5; % minimum house size +hmax = 40; % maximum house size +p.hgrid = hmin + (hmax - hmin)*nodeunif(p.nh, 0, 1).^1.5; + +ymin = min(p.lambdat)*zgrid(1)*egrid(1); +ymax = max(p.lambdat)*zgrid(end)*egrid(end); + +lmin = -1; % keep it reasonably negative so they know that's a bad state to find yourself in +lmax = 125; +p.lgrid = lmin + (lmax - lmin)*nodeunif(p.nl, 0, 1).^1.5; + +atmin = -p.delta(2)*hmax + (1 + p.rl)*amin; +atmax = (1 + p.rh)*amax; +p.atgrid = atmin + (atmax - atmin)*nodeunif(p.nat, 0, 1).^1.5; + + + + + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.atgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.atgrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for W functions +swr = gridmake(p.lgrid, p.zgrid); + +svht = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for computing intermediate value function (creier prajit) +svrt = gridmake(p.agrid, p.zgrid, p.egrid); + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + +ind3h = kron((1:1:p.no*p.nt*p.nh*p.nz*p.ne)', ones(p.na, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind3r = kron((1:1: p.nz*p.ne)', ones(p.na, 1)); + + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.nat*p.no*p.nt*p.nh*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.nat*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + +cmaxh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amin); % c that implies a' = amin +cmaxr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amin); + +cminh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amax); % c that implies a' = amax +cminr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amax); + +cmaxh = repmat(cmaxh, p.no*p.nt*p.nh*p.nz, 1); +cmaxr = repmat(cmaxr, p.nz, 1); + +cminh = repmat(cminh, p.no*p.nt*p.nh*p.nz, 1); +cminr = repmat(cminr, p.nz, 1); + + +% Terminal value of bequests + +rlh = interest(svbarh(:,1), p); +rlr = interest(svbarr(:,1), p); + +vbarh(:, p.T + 1) = p.pidelta(1)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(1)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma) + ... + p.pidelta(2)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(2)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); + +vbarr(:, p.T + 1) = p.B*(p.wbar + (1 + rlr).*svbarr(:,1)).^(1 - p.sigma)/(1 - p.sigma); + + +for t = p.T : -1 : 1 + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + At = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + [~, ~, ~, ~, vr(:,t)] = solveh(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', At, Y, znow); + + + % Solve discrete choice problem of housing + + At = svh(:,1); + Y = p.lambdat(t)*svh(:,5).*svh(:,6); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat*p.no*p.nt*p.nh, 1)), p.ne, 1); % index of z in (a, omega, theta, h, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.nat*p.no*p.nt, 1)), p.nz*p.ne, 1); % index of h in (a, omega, theta, h, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.nat*p.no, 1)), p.nh*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, z, e) space for owners + + + [~, ~, ~, ~, vh(:,t)] = solveh(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', At, Y, znow, hnow, tnow); + + % We need to interpolate to calculate the expected value before the delta shocks are realized, but after the z,e shocks are realized + + Vhinterp = griddedInterpolant({p.atgrid, (1: 1:p.no*p.nt*p.nh*p.nz*p.ne)'}, reshape(vh(:, t), p.nat, p.no*p.nt*p.nh*p.nz*p.ne), intmeth, 'linear'); + Vrinterp = griddedInterpolant({p.atgrid, (1: 1: p.nz*p.ne)'}, reshape(vr(:, t), p.nat, p.nz*p.ne), intmeth, 'linear'); + + + % Compute expected value and update vbar + + % 1. Step 1: integrate delta shocks by interpolate value of home and rent (which are functions of atilde) + + vhtemp = p.pidelta(1)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(1)*svht(:, 4), ind3h) + p.pidelta(2)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(2)*svht(:, 4), ind3h); + + vrtemp = Vrinterp((1 + interest(svrt(:,1), p)).*svrt(:,1), ind3r); + + % 2. Step 2: integrate income shocks + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh, Fzz}, vhtemp((i - 1)*p.na*p.no*p.nt*p.nh*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nz)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vrtemp((i - 1)*p.na*p.nz + 1 : i*p.na*p.nz)); + + end + +end + + +simulate diff --git a/42/replication_package/model_replication/Main nu 3/plot_decisions.m b/42/replication_package/model_replication/Main nu 3/plot_decisions.m new file mode 100644 index 0000000000000000000000000000000000000000..02ab927bd8e2d145e7c78ec64609d4d42773f27c --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3/plot_decisions.m @@ -0,0 +1,109 @@ + +close all + +t = 185; + +EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +N = 100; + +oind = p.no; onow = oind*ones(N, 1); + +tind = 5; tnow = tind*ones(N, 1); +hind = 2; hnow = hind*ones(N, 1); +zind = 3; znow = zind*ones(N, 1); + +ind2 = sub2ind([p.no, p.nt, p.nh, p.nz], onow, tnow, hnow, znow); + +state = gridmake(nodeunif(N, 0, 2), p.ogrid(oind), p.tgrid(tind), p.hgrid(hind), p.zgrid(zind)); + +cmin = bisect('savings', 1e-13, 1e5, state(:,1), p, 'h', amax); +cmax = bisect('savings', 1e-13, 1e5, state(:,1), p, 'h', amin); + +C = solve_golden('wfunc', cmin, cmax, state, ind2, EVh, p, 'h'); + +[~, Aprime] = savings(C, state, p, 'h'); + + +figure(1) + +subplot(1, 2, 1) +plot(state(:, 1), C); + +title('consumption', 'Interpreter', 'Latex'); +xlabel('$l$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + +subplot(1, 2, 2) +plot(state(:, 1), Aprime); + +title('$a^{\prime}$', 'Interpreter', 'Latex'); +xlabel('$l$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + + + + +% Housing Choice + +eind = 2; + +state = gridmake(nodeunif(N, amin, 5), p.ogrid(oind), p.tgrid(tind), p.hgrid(hind), p.zgrid(zind), p.egrid(eind)); + +Y = p.lambdat(t)*p.zgrid(zind)*p.egrid(eind); +A = state(:,1); + +[Lall, omegaall, thetaall, hall, v, pall, vall] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', A, Y, znow, hnow, tnow); + + + +figure(2) + +subplot(2, 3, 1) +plot(A, pall); +title('prob. each choice', 'Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + +subplot(2, 3, 2) +plot(A, Lall); +title('liquidity','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + +subplot(2, 3, 3) +plot(A, omegaall); +title('$\omega^{\prime}$','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + +subplot(2, 3, 4) +plot(A, thetaall); +title('$\bar{\theta}^{\prime}$','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + + +subplot(2, 3, 5) +plot(A, hall); +title('$h^{\prime}$','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + + +subplot(2, 3, 6) +plot(A, vall); +title('value','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + diff --git a/42/replication_package/model_replication/Main nu 3/plot_decisions_rate.m b/42/replication_package/model_replication/Main nu 3/plot_decisions_rate.m new file mode 100644 index 0000000000000000000000000000000000000000..703b309a29407d9602d2c3ad55dc4d13e6e19c9f --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3/plot_decisions_rate.m @@ -0,0 +1,52 @@ + +close all + +% understand value of each option + +t = 75; + +tind = 3; +hind = 5; +rind = 1; +zind = 5; +eind = 2; + +omega = 0.0; + +state = gridmake(nodeunif(100, 0, 3), omega, p.tgrid(tind), p.hgrid(hind), rind, p.zgrid(zind), p.egrid(eind)); + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +ai = state(:,1); +yi = p.lambdat(t)*state(:,6).*state(:,7); + +[li, oi, thi, hi, vi, di, valli] = solveh_rm(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', ai, yi, zind*ones(100, 1), hind*ones(100, 1), tind*ones(100, 1), rind*ones(100, 1)); + +state2 = gridmake(ai + 0.0001, omega, p.tgrid(tind), p.hgrid(hind), rind, p.zgrid(zind), p.egrid(eind)); +ai2 = state2(:,1); + +[~, ~, ~, ~, vi2] = solveh_rm(state2, Whinterp, Wrinterp, p, p.thetay(t), 'h', ai2, yi, zind*ones(100, 1), hind*ones(100, 1), tind*ones(100, 1), rind*ones(100, 1)); + +vprime = (vi2 - vi)./(ai2 - ai); + + + + +figure(3) + +subplot(1, 2, 1) +plot(ai, di); + +title('discrete choice', 'Interpreter', 'Latex'); +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + + +subplot(1, 2, 2) +plot(ai, (valli(:, 1:4) - valli(:, 5))./vprime); + +title('values', 'Interpreter', 'Latex'); +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') diff --git a/42/replication_package/model_replication/Main nu 3/rouwenhorst.m b/42/replication_package/model_replication/Main nu 3/rouwenhorst.m new file mode 100644 index 0000000000000000000000000000000000000000..b63dcbaa002c4cdc734110fadee1cd5d36526c07 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3/rouwenhorst.m @@ -0,0 +1,29 @@ +%rouwenhorst.m +% +%[zgrid, P] = rouwenhorst(rho, sigma_eps, n) +% +% rho is the 1st order autocorrelation +% sigma_eps is the standard deviation of the error term +% n is the number of points in the discrete approximation +% +% http://www.karenkopecky.net/rouwenhorst.m + +function [zgrid, P] = rouwenhorst(rho,sigma_eps,n) + +mu_eps = 0; + +q = (rho+1)/2; +nu = ((n-1)/(1-rho^2))^(1/2) * sigma_eps; + +P = [q 1-q;1-q q]; + + +for i=2:n-1 + P = q*[P zeros(i,1);zeros(1,i+1)] + (1-q)*[zeros(i,1) P;zeros(1,i+1)] + ... + (1-q)*[zeros(1,i+1); P zeros(i,1)] + q*[zeros(1,i+1); zeros(i,1) P]; + P(2:i,:) = P(2:i,:)/2; +end + +zgrid = linspace(mu_eps/(1-rho)-nu,mu_eps/(1-rho)+nu,n); + + diff --git a/42/replication_package/model_replication/Main nu 3/savings.m b/42/replication_package/model_replication/Main nu 3/savings.m new file mode 100644 index 0000000000000000000000000000000000000000..a433768aa318702a363a57e6ddfebfcd6a4669ac --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3/savings.m @@ -0,0 +1,23 @@ +function [Dist, Aprime] = savings(C, s, p, type, bnd) + +% gives A' for a given level of consumption + +if strcmp(type, 'h') + + Aprime = s(:,1) + p.phi^(1 + 1/p.gamma).*C.^(-p.sigma/p.gamma) - C; + +else + + Aprime = s(:,1) + p.phi^(1 + 1/p.gamma).*C.^(-p.sigma/p.gamma) - (1 + p.alpha^(1/p.sigma)*p.R^(1 - 1/p.sigma)).*C; + +end + +if nargin == 5 + + Dist = Aprime - bnd; + +else + + Dist = []; + +end \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3/simulate.m b/42/replication_package/model_replication/Main nu 3/simulate.m new file mode 100644 index 0000000000000000000000000000000000000000..9c158de6400247d39a89319ab2b4a744dda3517f --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3/simulate.m @@ -0,0 +1,881 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +N = 25000; +T = p.T; + +A = zeros(2*N, T + 1); % Liquid Assets +O = zeros(2*N, T + 1); % fraction of loan outstanding +Th = zeros(2*N, T + 1); % initial mortgage size +H = zeros(2*N, T + 1); % house size + +C = zeros(2*N, T); % consumption +L = zeros(2*N, T); % liquidity after making housing choice +D = zeros(2*N, T); % discrete choice: 1 ... 5 +Y = zeros(2*N, T); % income +V = zeros(2*N, T); % value function + +Pall = zeros(2*N, 5, T); +Vall = zeros(2*N, 5, T); + +Mind = zeros(2*N, T + 1); % number of your mortgage (1, 2, 3, ...) +Hind = zeros(2*N, T + 1); % number of your house (1, 2, 3) +Curt = zeros(2*N, T); % indicator for whether curtail mortgage + +% First simulate history of shocks to income + +rng(100); + +Z = zeros(2*N, T); +E = zeros(2*N, T); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + +Fzcum = [0; cumsum(Fz)]; % cumulative ergodic for initial conditions +[~, bin] = histc(unif, Fzcum); % bin is the index of initial draw of z + +Z(:,1) = bin; + +unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + +Fecum = [0; cumsum(we)]; % cumulative ergodic for transitory shock +[~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + +E(:,1) = bin; + +Y(:,1) = p.lambdat(1)*p.zgrid(Z(:,1)).*p.egrid(E(:,1)); + + +for t = 2 : T + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Z(:,t-1), :), 2)]; + + Z(:,t) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + E(:,t) = bin; + + Y(:,t) = p.lambdat(t)*p.zgrid(Z(:,t)).*p.egrid(E(:,t)); + +end + +U = rand(2*N, T); % random variable that determines choice probability (adjustment cost) + +Delta = rand(2*N, T); % random variable that determines maintenance shock + +Delta = p.delta(1)*(Delta <= p.pidelta(1)) + p.delta(2)*(Delta > p.pidelta(1)); + + +% period 1 all are renters with 0 wealth + +t = 1; + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +state = (1 + interest(A(:, t), p)).*A(:,t); % others irrelevant here + +[Lall, Oall, Thall, Hall, V(:,t), Pall(:, 1: 3, t), Vall(:, 1 : 3, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'r', state(:,1), Y(:, t), Z(:, t)); + +Pcum = [zeros(2*N, 1), cumsum(Pall(:, 1: 3, t), 2)]; + +unif = rand(2*N, 1); + +D(:, t) = ((unif < Pcum(:, 2:end)).*(unif >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + +ind = sub2ind([2*N, 3], (1 : 1 : 2*N)', D(:,t)); + +L(:, t) = Lall(ind); +O(:, t + 1) = Oall(ind); +Th(:, t + 1) = Thall(ind); +H(:, t + 1) = Hall(ind); + + +% Find consumption + +rent = H(:, t + 1) == 0; + +Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, t), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); +Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, t), p.nl, p.nz), intmeth, 'linear'); + +cmin = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amax); % c that implies a' = amin +cmax = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amin); % c that implies a' = amin + +C(rent, t) = max(min(Crint(L(rent, t), p.zgrid(Z(rent, t))), cmax), cmin); + +[~, A(rent, t+1)] = savings(C(rent,t), L(rent, t), p, 'r'); % none of the other state variables matter + +cmin = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amax); % c that implies a' = amin +cmax = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amin); % c that implies a' = amin + +C(~rent,t) = max(min(Chint(L(~rent, t), O(~rent, t+1), Th(~rent, t+1), H(~rent, t+1), p.zgrid(Z(~rent, t))), cmax), cmin); + +[~, A(~rent, t+1)] = savings(C(~rent,t), L(~rent,t), p, 'h'); + + +Hind(:, t + 1) = D(:, t) > 1; +Mind(:, t + 1) = D(:, t) == 3; + +for t = 2 : T + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + rent = H(:, t) == 0; + + % Renters + + state = (1 + interest(A(rent, t), p)).*A(rent, t); % others don't matter directly + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, V(rent,t), Pall(rent, 1 : 3, t), Vall(rent, 1 : 3, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'r', state(:,1), Y(rent, t), Z(rent, t)); + + Pcum = [zeros(ntemp, 1), cumsum(Pall(rent, 1 : 3, t), 2)]; + + D(rent, t) = ((U(rent, t) < Pcum(:, 2:end)).*(U(rent, t) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', D(rent, t)); + + L(rent, t) = Lall(ind); + O(rent, t + 1) = Oall(ind); + Th(rent, t + 1) = Thall(ind); + H(rent, t + 1) = Hall(ind); + + Hind(rent, t + 1) = Hind(rent, t) + (D(rent, t) > 1); + Mind(rent, t + 1) = Mind(rent, t) + (D(rent, t) == 3); + + % Homeowners + + ntemp = numel(find(~rent)); + + state = [(1 + interest(A(~rent, t), p)).*A(~rent, t) - Delta(~rent, t).*H(~rent, t), O(~rent, t), Th(~rent, t), H(~rent, t)]; % others don't matter directly + + hind = lookup1(p.hgrid, H(~rent, t), 1); + tind = lookup1(p.tgrid, Th(~rent, t), 1); + + [Lall, Oall, Thall, Hall, V(~rent,t), Pall(~rent, :, t), Vall(~rent, :, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', state(:,1), Y(~rent, t), Z(~rent, t), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pall(~rent, :, t), 2)]; + + D(~rent, t) = ((U(~rent, t) < Pcum(:, 2:end)).*(U(~rent, t) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', D(~rent, t)); + + L(~rent, t) = Lall(ind); + O(~rent, t + 1) = Oall(ind); + Th(~rent, t + 1) = Thall(ind); + H(~rent, t + 1) = Hall(ind); + + Hind(~rent, t + 1) = Hind(~rent, t) + (D(~rent, t) == 2 | D(~rent, t) == 3); + Mind(~rent, t + 1) = Mind(~rent, t) + (D(~rent, t) == 3 | D(~rent, t) == 4); + + Curt(~rent, t + 1) = (Curt(~rent, t) == 1 | (O(~rent, t+1) <= (1 + p.rm)*O(~rent, t) - p.mbar - 1e-5)) & (D(~rent, t) == 5) & (O(~rent, t+1) > 0); + + + % Find consumption + + rent = H(:, t + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, t), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, t), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amin); % c that implies a' = amin + + C(rent, t) = max(min(Crint(L(rent, t), p.zgrid(Z(rent, t))), cmax), cmin); + + [~, A(rent, t+1)] = savings(C(rent,t), L(rent, t), p, 'r'); % none of the other state variables matter + + cmin = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amin); % c that implies a' = amin + + C(~rent,t) = max(min(Chint(L(~rent, t), O(~rent, t+1), Th(~rent, t+1), H(~rent, t+1), p.zgrid(Z(~rent, t))), cmax), cmin); + + [~, A(~rent, t+1)] = savings(C(~rent,t), L(~rent,t), p, 'h'); + + +end + +Asave = A; +Osave = O; +Thsave = Th; +Hsave = H; +Csave = C; +Lsave = L; +Dsave = D; +Ysave = Y; +Zsave = Z; +Esave = E; +Vsave = V; +Pallsave = Pall; +Vallsave = Vall; +Usave = U; +Deltasave = Delta; + + +%{ + +figure(2) + +id = 1; + +subplot(2,2,1), plot([C(id, 1 : p.T)', Y(id, 1 : p.T)']); +title('Consumption and Income', 'Interpreter','Latex'); +h = legend('consumption', 'income'); +set(gca, 'ygrid', 'on') +set(h,'Interpreter','latex'); + + +subplot(2,2,2), plot([A(id, 1 : p.T + 1)', H(id, 1 : p.T + 1)'.*(1 - O(id, 1 : p.T + 1)'.*Th(id, 1 : p.T + 1)')]); +title('Wealth', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') +h = legend('liquid', 'illiquid'); +set(h,'Interpreter','latex'); + +subplot(2,2,3), plot([H(id, 2 : p.T + 1)', (p.R/p.alpha)^(-1/p.sigma)*C(id, :)']) +title('Housing', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +subplot(2,2,4), plot(O(id, 1 : p.T + 1)'.*Th(id, 1 : p.T + 1)') +title('LTV', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + + + +figure(3) + +subplot(2,2,1), plot([mean(C(:, 1 : p.T))', mean(Y(:, 1 : p.T))']); +title('Consumption and Income', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +legend('consumption', 'income') +set(gca, 'ygrid', 'on') + +subplot(2,2,2), plot([mean(A)', mean(H.*(1 - Th.*O))']); +title('Wealth', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') +h = legend('liquid', 'illiquid'); +set(h,'Interpreter','latex'); + +subplot(2,2,3), plot([mean(H)']); +title('Housing Stock', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +subplot(2,2,4), plot([mean(Th.*H.*O)'./mean(H)']); +title('LTV', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +%} + +W = A + H.*(1 - Th.*O); +Debt = H.*Th.*O; +Yh = p.phi^(1 + 1/p.gamma)*C.^(-p.sigma/p.gamma); % home production +Rent = p.R*(p.R/p.alpha)^(-1/p.sigma)*C.*(H(:, 2:end) == 0); + + +% LTVtilde = zeros(size(Debttilde)); +% LTVtilde(H > 0) = Debttilde(H>0)./H(H>0); + +thetagrid = lookup1(p.tgrid, Th(:, 2:end), 1); +htemp = H(:, 2: end); + +% PTItilde = p.mbar*Debttilde(:, 2:end)./Y; + +newloan = D == 3 | D == 4; +LTVbinds = Th(:, 2:end) == p.thetam & newloan; + +PTIuncon = zeros(2*N, T); + +uncon = newloan & thetagrid < 5; + +PTIuncon(uncon) = p.mbar*p.tgrid(thetagrid(uncon) + 1).*htemp(uncon)./Y(uncon); + +PTIbinds = PTIuncon > p.thetay' & ~LTVbinds; + +fractatLTV = mean(LTVbinds(newloan)); +fractatPTI = mean(PTIbinds(newloan)); + +%fprintf('\n') +%fprintf('Fraction constrained by: 1. LTV, 2. PTI, 3. unconst = %9.2f %9.2f %9.2f\n', [fractatLTV, fractatPTI, 1 - fractatLTV - fractatPTI]); +%fprintf('\n') + +%{ + +% Check aggregate resource constraint +% transaction costs: + +Debttilde = zeros(2*N, T + 1); +Debttilde(H > 0) = (Debt(H > 0) - p.F0m)./(1 + p.F1m); + + +Ftrans = (H(:, 1 : end - 1) == 0).*(D == 3).*(p.F0m + p.F1m*Debttilde(:, 2:end)) + ... % mortgage origination cost for renters + (H(:, 1 : end - 1) > 0).*(D <= 3).*(p.Fs*H(:, 1 : end - 1)) + ... % house selling costs for homeowners + (H(:, 1 : end - 1) > 0).*(D == 3 | D == 4).*(p.F0m + p.F1m*Debttilde(:, 2:end)); % mortgage origination cost for homeowners + +t = 1:T; + +rl = interest(A(:, t), p); + +err_agg = norm(vec(C(:,t) + H(:, t+1) + A(:, t+1) + (1 + p.rm)*Debt(:, t) + Rent(:,t) - Yh(:,t) - Y(:,t) - (1 + rl).*A(:, t) - H(:, t).*(1 - Delta(:,t)) - Debt(:, t+1) + Ftrans(:,t))); + +fprintf('Err in Agg Resource Constr = %9.2e \n', err_agg); +%} + +fsell = mean(vec(D <= 3 & H(:, 1 : end-1) > 0))/ mean(vec(H(:, 1 : end-1) > 0))*4; +fmortg = mean(vec(Th(:,1:end-1).*O(:,1:end-1) > 0 & H(:, 1 : end-1) > 0)) / mean(vec(H(:, 1 : end-1) > 0)); + +agewealthratio = mean(vec(W(:, 41*4 + 1 : end))) / mean(vec(W(:, 2 : 41*4))); + +reqpayment = p.mbar*Th(:, 1:end - 1).*H(:, 1:end - 1).*(O(:, 1:end - 1) > 0).*(D == 5); +actpayment = ((1 + p.rm)*Debt(:, 1 : end - 1) - Debt(:, 2 : end)).*(D == 5); + +fcurtail = sum(vec(D == 5) & vec(O(:, 1:end-1) > 0) & vec(Curt(:, 1:end - 1) > 0))/sum(vec(D == 5) & vec(O(:, 1:end-1) > 0)); + +PTI = reqpayment(reqpayment > 0)./Y(reqpayment > 0); + +HY = H(:, 2:end)./Y/4; + +Age = zeros(2*N, T); % mortgage age + +for t = 2 : T + + Age(:,t) = (Age(:,t-1) + 1/4).*(Age(:,t-1) > 0 & D(:,t) == 5) + 1/4.*(D(:,t) == 3 | D(:,t) == 4); + +end + +Age = Age - 1/4; + +Age = floor(Age); + +LTV = O.*Th; + + +% Let's compute refinance statistics the way Denis did in PSID data (imagine we track people every 2 years) + + +dates = 5 : 8 : p.T; % interview dates: Jan 1 1999, Jan 1 2001, Jan 1 2003 ... + +Ya = zeros(2*N, numel(dates) - 1); % annual income: 1998, 2000, 2002 +Ra = zeros(2*N, numel(dates) - 1); % refinance between 1998-2000, 2000-2002 ... +Na = zeros(2*N, numel(dates) - 1); % eligible to be counted as refinancer +Aa = zeros(2*N, numel(dates) - 1); % liquid assets at the time of the interview +Ha = zeros(2*N, numel(dates) - 1); % house value at interview +LTVa = zeros(2*N, numel(dates) - 1); % LTV at interview +dLTVa = zeros(2*N, numel(dates) - 1); % change in LTV + +for i = 1 : numel(dates) - 1 + +Ya(:, i) = sum(Y(:, dates(i) - 4 : 1 : dates(i) - 1), 2); + +Ra(:, i) = LTV(:, dates(i + 1)) > 1.05*LTV(:, dates(i)) & Hind(:, dates(i+1)) == Hind(:, dates(i)) & LTV(:, dates(i)) > 0 & H(:, dates(i)) > 0; +Na(:, i) = Hind(:, dates(i+1)) == Hind(:, dates(i)) & LTV(:, dates(i)) > 0 & H(:, dates(i)) > 0; + +Aa(:, i) = A(:, dates(i)); +Ha(:, i) = H(:, dates(i)); +LTVa(:, i) = LTV(:, dates(i)); +dLTVa(:, i) = LTV(:, dates(i + 1)) - LTV(:, dates(i)); + + +end + +AYa = Aa./Ya; +AWa = Aa./(Aa + (1 - LTVa).*Ha); +AWa(isnan(AWa)) = 0; + + +fextract = sum(Ra(:) > 0 & Na(:) > 0)/sum(Na(:) > 0); +medextract = median(dLTVa(Ra(:) > 0 & Na(:) > 0)./LTVa(Ra(:) > 0 & Na(:) > 0)); +meanextract = mean(dLTVa(Ra(:) > 0 & Na(:) > 0)./LTVa(Ra(:) > 0 & Na(:) > 0)); +meddLTV = median(dLTVa(Ra(:) > 0 & Na(:) > 0)); +meandLTV = mean(dLTVa(Ra(:) > 0 & Na(:) > 0)); + +AWrefimean = mean(AWa(Ra == 1 & Na == 1)); +AWinacmean = mean(AWa(Ra == 0 & Na == 1)); +AYrefimean = mean(AYa(Ra == 1 & Na == 1)); +AYinacmean = mean(AYa(Ra == 0 & Na == 1)); + + +AWrefimed = median(AWa(Ra == 1 & Na == 1)); +AWinacmed = median(AWa(Ra == 0 & Na == 1)); +AYrefimed = median(AYa(Ra == 1 & Na == 1)); +AYinacmed = median(AYa(Ra == 0 & Na == 1)); + + + + +LTV = LTV(:, 2:end); + + +moment_model = zeros(57, 1); + +moment_model(1) = mean(vec(H(:, 2 : end) > 0)); +moment_model(2) = mean(vec(W(:, 2 : end))) /mean(vec(Y))/4; +moment_model(3) = mean(vec(H(:, 2 : end))) /mean(vec(Y))/4; +moment_model(4) = mean(vec(Debt(:, 2 : end))) /mean(vec(Y))/4; +moment_model(5) = mean(vec(A(:, 2 : end))) /mean(vec(Y))/4; +moment_model(6) = median(vec(A(:, 2 : end))) /mean(vec(Y))/4; + +moment_model(7) = mean(A(H > 0)) /mean(vec(Y))/4; +moment_model(8) = median(A(H > 0)) /mean(vec(Y))/4; + +moment_model(9) = mean(vec(A(:,2:end) <= 0)); +moment_model(10) = mean(vec(A(:,2:end) <= 4/26*Y)); % HTM with liquid assets < 2 weeks +moment_model(11) = sum(vec(A(:,2:end) <= 0) & vec(H(:, 2:end) > 0))/sum(vec(H(:, 2:end) > 0)); +moment_model(12) = sum(vec(A(:,2:end) <= 4/26*Y) & vec(H(:, 2:end) > 0))/sum(vec(H(:, 2:end) > 0)); + +moment_model(13) = fextract; +moment_model(14) = mean(vec(Yh))/mean(vec(C)); +moment_model(15) = agewealthratio; + +moment_model(16) = fcurtail; +moment_model(17) = fsell; +moment_model(18) = fmortg; +moment_model(19) = medextract; +moment_model(20) = meddLTV; + + +moment_model(21 : 25) = prctile(vec(A(:, 2 : end)), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(26 : 30) = prctile(A(H == 0), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(31 : 35) = prctile(A(H > 0), [10; 25; 50; 75; 90])/mean(vec(Y))/4; + +hpgrowth = 0.00; + +moment_model(36 : 40) = prctile(LTV(LTV > 0)./(1 + hpgrowth).^(Age(LTV > 0) - 1), [10; 25; 50; 75; 90]); + + +moment_model(41 : 45) = prctile((1 - Th(H > 0).*O(H > 0)).*H(H > 0)./W(H > 0), [10; 25; 50; 75; 90]); +moment_model(46 : 50) = prctile(vec(W(:,2:end)), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(51 : 55) = prctile(PTI, [10; 25; 50; 75; 90]); +moment_model(56 : 60) = prctile(HY(HY > 0), [10; 25; 50; 75; 90]); +moment_model(61 : 65) = prctile(Age(Age >=0 & LTV > 0), [10; 25; 50; 75; 90]); + +moment_model(66) = AWrefimean; +moment_model(67) = AWinacmean; +moment_model(68) = AYrefimean; +moment_model(69) = AYinacmean; +moment_model(70) = AWrefimed; +moment_model(71) = AWinacmed; +moment_model(72) = AYrefimed; +moment_model(73) = AYinacmed; + + +moment_data = [0.64; 1.45; 1.82; 0.83; 0.46; 0.07; 0.53; 0.15; 0.26; 0.41; 0.20; 0.32; 0.15; 0.23; 2.00; 0.21; 0.044; 0.71; 0.24; 0.11; + -0.04; 0; 0.07; 0.48; 1.50; -0.05; 0; 0.01; 0.15; 1; -0.04; 0.01; 0.15; 0.68; 1.69; + 0.18; 0.39; 0.62; 0.77; 0.88; 0.36; 0.64; 0.87; 0.99; 1.04; 0; 0.04; 0.73; 2.34; 3.94; + 0.05; 0.08; 0.11; 0.17; 0.24; 1.02; 1.62; 2.48; 3.78; 6.43; 0; 1; 3; 6; 10; + 0.09; 0.21; 0.34; 1.39; 0.04; 0.16; 0.03; 0.18]; + + +if printr +fprintf('\n') +fprintf('Left Column: Model, Right Column: Data\n') +fprintf('\n') +fprintf('Table 2, A. Moments Used in Calibration \n') + +fprintf('\n') +fprintf('fraction homeowners = %9.2f %9.2f\n', [moment_model(1), moment_data(1)]); +fprintf('mean wealth = %9.2f %9.2f\n', [moment_model(2), moment_data(2)]); +fprintf('mean housing to income = %9.2f %9.2f\n', [moment_model(3), moment_data(3)]); +fprintf('mean mortgage debt to income = %9.2f %9.2f\n', [moment_model(4), moment_data(4)]); + +fprintf('\n') +fprintf('fraction borrowers who extract = %9.2f %9.2f\n', [round(moment_model(13)/2*100)/100, round(moment_data(13)/2*100)/100]); + +fprintf('\n') + +fprintf('mean liquid assets = %9.2f %9.2f\n', [moment_model(5), moment_data(5)]); +fprintf('median liquid assets = %9.2f %9.2f\n', [moment_model(6), moment_data(6)]); +fprintf('mean liquid assets homeowners = %9.2f %9.2f\n', [moment_model(7), moment_data(7)]); +fprintf('median liquid assets homeowners = %9.2f %9.2f\n', [moment_model(8), moment_data(8)]); + +fprintf('\n') +%fprintf('Fraction HTM (A <= 0) = %9.2f %9.2f\n', [moment_model(9), moment_data(9)]); +fprintf('fraction hand-to-mouth = %9.2f %9.2f\n', [moment_model(10), moment_data(10)]); +%fprintf('Fraction HTM (A <= 0) Owners = %9.2f %9.2f\n', [moment_model(11), moment_data(11)]); +fprintf('fraction hand-to-mouth homeowners = %9.2f %9.2f\n', [moment_model(12), moment_data(12)]); +fprintf('90th pct liquid assets homeowners = %9.2f %9.2f\n', [moment_model(35), moment_data(35)]); +fprintf('mean wealth retirees to workers = %9.2f %9.2f\n', [moment_model(15), moment_data(15)]); + +fprintf('\n') + +fprintf('home production to consumption = %9.2f %9.2f\n', [moment_model(14), moment_data(14)]); +fprintf('\n') +fprintf('\n') +fprintf('Table 3 \n') + +fprintf('\n') + +fprintf('A. Liquid Assets, All \n') +fprintf('\n') +fprintf('10th pctile = %9.2f %9.2f\n', [moment_model(21), moment_data(21)]); +fprintf('25th pctile = %9.2f %9.2f\n', [moment_model(22), moment_data(22)]); +fprintf('50th pctile = %9.2f %9.2f\n', [moment_model(23), moment_data(23)]); +fprintf('75th pctile = %9.2f %9.2f\n', [moment_model(24), moment_data(24)]); +fprintf('90th pctile = %9.2f %9.2f\n', [moment_model(25), moment_data(25)]); +fprintf('\n') +fprintf('B. Liquid Assets, Homeowners \n') +%fprintf('\n') +%fprintf('10 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(26), moment_data(26)]); +%fprintf('25 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(27), moment_data(27)]); +%fprintf('50 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(28), moment_data(28)]); +%fprintf('75 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(29), moment_data(29)]); +%fprintf('90 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(30), moment_data(30)]); +fprintf('\n') +fprintf('10th pctile = %9.2f %9.2f\n', [moment_model(31), moment_data(31)]); +fprintf('25th pctile = %9.2f %9.2f\n', [moment_model(32), moment_data(32)]); +fprintf('50th pctile = %9.2f %9.2f\n', [moment_model(33), moment_data(33)]); +fprintf('75th pctile = %9.2f %9.2f\n', [moment_model(34), moment_data(34)]); +fprintf('90th pctile = %9.2f %9.2f\n', [moment_model(35), moment_data(35)]); +fprintf('\n') +fprintf('C. Wealth \n') +fprintf('\n') +fprintf('10th pctile = %9.2f %9.2f\n', [moment_model(46), moment_data(46)]); +fprintf('25th pctile = %9.2f %9.2f\n', [moment_model(47), moment_data(47)]); +fprintf('50th pctile = %9.2f %9.2f\n', [moment_model(48), moment_data(48)]); +fprintf('75th pctile = %9.2f %9.2f\n', [moment_model(49), moment_data(49)]); +fprintf('90th pctile = %9.2f %9.2f\n', [moment_model(50), moment_data(50)]); +fprintf('\n') +fprintf('D. Share Home Equity, Homeowners \n') +fprintf('\n') +fprintf('10th pctile = %9.2f %9.2f\n', [moment_model(41), moment_data(41)]); +fprintf('25th pctile = %9.2f %9.2f\n', [moment_model(42), moment_data(42)]); +fprintf('50th pctile = %9.2f %9.2f\n', [moment_model(43), moment_data(43)]); +fprintf('75th pctile = %9.2f %9.2f\n', [moment_model(44), moment_data(44)]); +fprintf('90th pctile = %9.2f %9.2f\n', [moment_model(45), moment_data(45)]); +fprintf('\n') +fprintf('E. LTV, Borrowers \n') +fprintf('\n') +fprintf('10th pctile = %9.2f %9.2f\n', [moment_model(36), moment_data(36)]); +fprintf('25th pctile = %9.2f %9.2f\n', [moment_model(37), moment_data(37)]); +fprintf('50th pctile = %9.2f %9.2f\n', [moment_model(38), moment_data(38)]); +fprintf('75th pctile = %9.2f %9.2f\n', [moment_model(39), moment_data(39)]); +fprintf('90th pctile = %9.2f %9.2f\n', [moment_model(40), moment_data(40)]); +fprintf('\n') +fprintf('F. PTI, Borrowers \n') +fprintf('\n') +fprintf('10th pctile = %9.2f %9.2f\n', [moment_model(51), moment_data(51)]); +fprintf('25th pctile = %9.2f %9.2f\n', [moment_model(52), moment_data(52)]); +fprintf('50th pctile = %9.2f %9.2f\n', [moment_model(53), moment_data(53)]); +fprintf('75th pctile = %9.2f %9.2f\n', [moment_model(54), moment_data(54)]); +fprintf('90th pctile = %9.2f %9.2f\n', [moment_model(55), moment_data(55)]); +fprintf('\n') +fprintf('G. Housing Value to Income Ratio \n') +fprintf('\n') +fprintf('10th pctile = %9.2f %9.2f\n', [moment_model(56), moment_data(56)]); +fprintf('25th pctile = %9.2f %9.2f\n', [moment_model(57), moment_data(57)]); +fprintf('50th pctile = %9.2f %9.2f\n', [moment_model(58), moment_data(58)]); +fprintf('75th pctile = %9.2f %9.2f\n', [moment_model(59), moment_data(59)]); +fprintf('90th pctile = %9.2f %9.2f\n', [moment_model(60), moment_data(60)]); +fprintf('\n') +fprintf('H. Mortgage Age, Years \n') +fprintf('\n') +fprintf('10th pctile = %9.0f %9.0f\n', [moment_model(61), moment_data(61)]); +fprintf('25th pctile = %9.0f %9.0f\n', [moment_model(62), moment_data(62)]); +fprintf('50th pctile = %9.0f %9.0f\n', [moment_model(63), moment_data(63)]); +fprintf('75th pctile = %9.0f %9.0f\n', [moment_model(64), moment_data(64)]); +fprintf('90th pctile = %9.0f %9.0f\n', [moment_model(65), moment_data(65)]); +fprintf('\n') +fprintf('\n') +fprintf('Table 4 \n') +fprintf('\n') + +fprintf('A. Mortgage Debt Management \n') +fprintf('\n') + +fprintf('fraction ahead on payments = %9.2f %9.2f\n', [moment_model(16), moment_data(16)]); +fprintf('median growth in balance when extract = %9.2f %9.2f\n', [moment_model(19), moment_data(19)]); +fprintf('median change in LTV when extract = %9.2f %9.2f\n', [moment_model(20), moment_data(20)]); +fprintf('\n') + +fprintf('B. Characteristics of Borrowers who Refinance \n') +fprintf('\n') +%fprintf('Fraction of Homeowners who sell = %9.2f %9.2f\n', [moment_model(17), moment_data(17)]); +%fprintf('Fraction of Homeowners with mortgage = %9.2f %9.2f\n', [moment_model(18), moment_data(18)]); + +fprintf('mean liquid assets to wealth: extractors = %9.2f %9.2f\n', [moment_model(66), moment_data(66)]); +fprintf('mean liquid assets to wealth: non-extractors = %9.2f %9.2f\n', [moment_model(67), moment_data(67)]); +%fprintf(' Mean Liquid Assets to Income: Refi = %9.2f %9.2f\n', [moment_model(68), moment_data(68)]); +%fprintf(' Mean Liquid Assets to Income: Dont = %9.2f %9.2f\n', [moment_model(69), moment_data(69)]); +fprintf('\n') +fprintf('median liquid assets to wealth: extractors = %9.2f %9.2f\n', [moment_model(70), moment_data(70)]); +fprintf('median liquid assets to wealth: non-extractors = %9.2f %9.2f\n', [moment_model(71), moment_data(71)]); +%fprintf('Median Liquid Assets to Income: Refi = %9.2f %9.2f\n', [moment_model(72), moment_data(72)]); +%fprintf('Median Liquid Assets to Income: Dont = %9.2f %9.2f\n', [moment_model(73), moment_data(73)]); + +% Calculate life time value + +Hs = H(:, 2 : p.T + 1).*(H(:, 2 : p.T + 1) > 0) + (p.R/p.alpha)^(-1/p.sigma)*C.*(H(:, 2 : p.T + 1) == 0); + +U = C.^(1 - p.sigma)/(1 - p.sigma) + p.alpha*Hs.^(1 - p.sigma)/(1 - p.sigma) - p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*C.^(-p.sigma*(1 + 1/p.gamma)); + +rl = 1./(1 + exp(-p.r1*(A(:,p.T+1) - p.r2)))*(p.rh - p.rl) + p.rl; + +V = sum(p.beta.^(0 : 1 : p.T - 1).*U, 2) + p.beta^p.T*p.B*(p.wbar + (1 + p.rl)*A(:,p.T+1) + (1 - p.Fs - (1 + p.rm)*O(:,p.T+1).*Th(:,p.T+1)).*H(:,p.T+1)).^(1 - p.sigma)/(1 - p.sigma); + +V = ((1 - p.sigma)*(1 - p.beta)/(1 - p.beta^p.T)*mean(V))^(1/(1 - p.sigma)); + +%fprintf('\n') +%fprintf('Life Time Value, CEV = %9.4f \n', V); + +end + +weights = zeros(numel(moment_data), 1); + +weights(1) = 10; +weights(2 : 8) = 1; +weights(5 : 6) = 10; % mean/median liquid assets +weights(10) = 1; +weights(12) = 1; +weights(13) = 20; +weights(14:15) = 1; +weights(35) = 1; + + +weights = weights/sum(weights); + +err_mom = (moment_model - moment_data)./(1 + moment_data); +err_mom = (weights'*err_mom.^2).^(1/2); + +% if exist('x', 'var') +% +% fprintf('%5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f \n', [x(:)', err_mom]); +% +% else +% +% fprintf('\n'); +% fprintf('value of objective = %5.6f \n', err_mom); +% fprintf('\n'); +% +% end + + + +if 1 % plot life-cycle facts + + Hage = zeros(12, 1); + Wage = zeros(12, 1); + Yage = zeros(12, 1); + Dage = zeros(12, 1); + Hown = zeros(12, 1); + + for i = 1 : 12 + + Hage(i) = mean(vec(H(:, 1 + (i - 1)*20 + 1 : i*20))); % end of period + Wage(i) = mean(vec(W(:, 1 + (i - 1)*20 + 1 : i*20))); + Yage(i) = mean(vec(Y(:, (i - 1)*20 + 1 : i*20)))*4; + Dage(i) = mean(vec(Debt(:, 1 + (i - 1)*20 + 1 : i*20))); + Hown(i) = mean(vec(H(:, 1 + (i - 1)*20 + 1 : i*20)) > 0); % end of period + + end + + Hagedata = [1.1087; 1.4087; 1.4763; 1.9266; 2.0235; 2.4097; 2.4357; 2.1536; 2.1235; 2.2089; 1.9586; 1.6400]; + Wagedata = [0.6662; 0.8185; 0.8671; 1.2850; 1.4026; 1.7998; 2.0514; 2.1628; 2.2489; 2.6734; 2.6458; 2.4242]; + Dagedata = [0.7153; 0.9609; 0.9500; 1.0210; 1.0908; 1.0429; 0.8714; 0.6650; 0.5929; 0.2739; 0.1116; 0.1019]; + Yagedata = [0.9588; 0.9789; 1.0230; 1.0682; 1.0930; 1.2830; 1.0935; 0.9195; 0.9010; 0.6512; 0.6091; 0.7702]; + Howndata = [0.4356; 0.5431; 0.5885; 0.6722; 0.7182; 0.7263; 0.7440; 0.7515; 0.7414; 0.7682; 0.7021; 0.5275]; + + Aage = Wage - (Hage - Dage); + Aagedata = Wagedata - (Hagedata - Dagedata); + + close all + + figure(1) + + set(gcf,'DefaultLineLineWidth', 3); + subplot(2,2,1); + plot((27.5:5:82.5)', [Yagedata/mean(Yagedata), Yage/mean(Yage)]); + set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) + set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') + xlabel('age', 'Interpreter','latex'); + title('A. Income', 'Interpreter','latex'); + xlim([25, 85]); + + subplot(2,2,2); + plot((27.5:5:82.5)', [Wagedata./Yagedata, Wage./Yage]); + set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) + set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') + xlabel('age', 'Interpreter','latex'); + title('B. Wealth to Income', 'Interpreter','latex'); + xlim([25, 85]); + + subplot(2,2,3); + plot((27.5:5:82.5)', [Hagedata./Yagedata, Hage./Yage]); + set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) + set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') + xlabel('age', 'Interpreter','latex'); + title('C. Housing to Income', 'Interpreter','latex'); + xlim([25, 85]); + + subplot(2,2,4); + plot((27.5:5:82.5)', [(Hagedata - Dagedata)./Yagedata, (Hage - Dage)./Yage]); + set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) + set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') + xlabel('age', 'Interpreter','latex'); + title('D. Housing Wealth to Income', 'Interpreter','latex'); + xlim([25, 85]); + + figure(2) + + set(gcf,'DefaultLineLineWidth', 3); + subplot(2,2,1); + plot((27.5:5:82.5)', [Howndata, Hown]); + set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) + set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') + xlabel('age', 'Interpreter','latex'); + title('Homeownership Rate', 'Interpreter','latex'); + xlim([25, 85]); + + +end + + +% Compute cross-section statistics by age and income + +%{ +% age < 45: (time <= 79) + +date = 1 : 79; + +own = H(:, date + 1) > 0; % homeowner status at end of period + +sel = Y(:, date) < prctile(vec(Y(:, date)), 100/3); +h11 = mean(own(sel)); + +sel = Y(:, date) < prctile(vec(Y(:, date)), 200/3) & Y(:, date) >= prctile(vec(Y(:, date)), 100/3); +h12 = mean(own(sel)); + +sel = Y(:, date) >= prctile(vec(Y(:, date)), 200/3); +h13 = mean(own(sel)); + + +% age >= 45 & age < 65 (time >= 80 & time <= 159) + +date = 80 : 159; + +own = H(:, date + 1) > 0; % homeowner status at end of period + +sel = Y(:, date) < prctile(vec(Y(:, date)), 100/3); +h21 = mean(own(sel)); + +sel = Y(:, date) < prctile(vec(Y(:, date)), 200/3) & Y(:, date) >= prctile(vec(Y(:, date)), 100/3); +h22 = mean(own(sel)); + +sel = Y(:, date) >= prctile(vec(Y(:, date)), 200/3); +h23 = mean(own(sel)); + + +% age >= 65 (time >= 160 & time <=244) + +date = 160 : 244; + +own = H(:, date + 1) > 0; % homeowner status at end of period + +sel = Y(:, date) < prctile(vec(Y(:, date)), 100/3); +h31 = mean(own(sel)); + +sel = Y(:, date) < prctile(vec(Y(:, date)), 200/3) & Y(:, date) >= prctile(vec(Y(:, date)), 100/3); +h32 = mean(own(sel)); + +sel = Y(:, date) >= prctile(vec(Y(:, date)), 200/3); +h33 = mean(own(sel)); + +%} + +% unconditionally, by income + +date = 1 : 244; + +own = H(:, date + 1) > 0; % homeowner status at end of period + +sel = Y(:, date) < prctile(vec(Y(:, date)), 100/3); +h1 = mean(own(sel)); + +sel = Y(:, date) < prctile(vec(Y(:, date)), 200/3) & Y(:, date) >= prctile(vec(Y(:, date)), 100/3); +h2 = mean(own(sel)); + +sel = Y(:, date) >= prctile(vec(Y(:, date)), 200/3); +h3 = mean(own(sel)); + + +hydata = [0.5020837; 0.6760808; 0.7466637]; + +figure(2) + +subplot(1, 2, 1); +set(gcf,'DefaultLineLineWidth', 3); + +bar([1; 2; 3], [hydata, [h1; h2; h3]]) + +set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) +set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') +xlabel('income', 'Interpreter','latex'); +title('Homeownership Rate', 'Interpreter','latex'); + + +% Unconditionally, by age + +% age < 45: (time <= 79) + +date = 1 : 79; + +own = H(:, date + 1) > 0; % homeowner status at end of period + +h1 = mean(own(:)); + + +% age >= 45 & age < 65 (time >= 80 & time <= 159) + +date = 80 : 159; + +own = H(:, date + 1) > 0; % homeowner status at end of period + +h2 = mean(own(:)); + + +% age >= 65 (time >= 160 & time <=244) + +date = 160 : 244; + +own = H(:, date + 1) > 0; % homeowner status at end of period + +h3 = mean(own(:)); + + +data = [0.38252 + 0.621366 + 0.669653 + 0.57441 + 0.766506 + 0.829845 + 0.601172 + 0.746819 + 0.775795]; + +hadata = [mean(data(1:3)); mean(data(4:6)); mean(data(7:9))]; + +subplot(1, 2, 2); +set(gcf,'DefaultLineLineWidth', 3); + +bar([1; 2; 3], [hadata, [h1; h2; h3]]) + +set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) +set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') +xlabel('age', 'Interpreter','latex'); +title('Homeownership Rate', 'Interpreter','latex'); diff --git a/42/replication_package/model_replication/Main nu 3/simulate_ganong.m b/42/replication_package/model_replication/Main nu 3/simulate_ganong.m new file mode 100644 index 0000000000000000000000000000000000000000..c4d62d80fcdb90391b6168d9739ae6c1a1d6bea1 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3/simulate_ganong.m @@ -0,0 +1,639 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 5; + +% Without intervention + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:, 1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:, 1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); +Rt = zeros(S, 1); +MPRt = zeros(S, 1); % Beraja-Hurst propensity to refinance: amount of newly refinanced mortgages / outstanding stock of all existing mortgages +Emt = zeros(S, 1); % median equity (1 - LTV) for borrowers + + + +for time = 1 : S + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + Rt(time) = mean(vec(Dsim(:, :, time) == 4 & Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0))/mean(vec(Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0)); + +end + + +% With intervention + +start_new; + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = zeros(2*N, T, S); + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +Rcsim = zeros(2*N, T, S + 1); + +Rcsim(:, :, 1 : 2) = 1; + +Ocsim(:, :, 2) = Osim(:,:,2); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + + rent = Hcsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time), Rcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + rind = state(:, 5); % made this state variable an index (1, 2), or else doesn't respect monotonicity + + ntemp = numel(find(~rent)); + + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind, rind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + inactive = Dcsim(:, initage, time) == 5; + + Rcsim(:, initage, time + 1) = Rcsim(:, initage, time).*inactive + p.nr.*(1 - inactive); + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nr, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), Rcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Yct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); +Rct = zeros(S, 1); + +for time = 1 : S + + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)).*Hcsim(:, :, time))); + Rct(time) = mean(vec(Dcsim(:, :, time) == 4 & Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0))/mean(vec(Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0)); + +end + + + + +% Next, simulate Ganong-Noel Experiment + + +Agsim = Asim; +Ogsim = Osim; +Thgsim = Thsim; +Hgsim = Hsim; + +Cgsim = Csim; +Lgsim = Lsim; +Dgsim = Dsim; + +Vgsim = zeros(2*N, T, S); + +Pallgsim = Pallsim; +Vallgsim = Vallsim; + +Rgsim = zeros(2*N, T, S + 1); + +Rgsim(:, :, 1 : 2) = 1; + +time = 2; + + +if experiment >= 2 + + Thgsim(:, :, time) = Thsim(:, :, time); + Ogsim(:, :, time) = min(Osim(:, :, time) + 0.056978./Thsim(:, :, time), 1).*(Hsim(:, :, time) > 0 & Osim(:, :, time) > 0 & Thsim(:, :, time) > 0); % only for borrowers % make change a fixed fraction of value of their homes + +end + +% Select these if want to introduce liquidity injection after interest rate change + +if experiment == 1 + + Thgsim(:, :, time) = Thsim(:, :, time).*(Thsim(:, :,time) > 0 & Hsim(:,:,time) > 0) + p.tgrid(end).*(Thsim(:, :,time) == 0 & Hsim(:,:,time) > 0); + Ogsim(:, :, time) = min(Osim(:, :, time) + 0.01/(1 + p.rm0)./Thgsim(:, :, time), 1).*(Hsim(:, :, time) > 0); % make change a fixed fraction of value of their homes + +end + +Transfer = (1 + p.rm0)*(Ogsim(:, :, time).*Thgsim(:, :, time) - Osim(:, :, time).*Thsim(:, :, time)).*Hsim(:, :, time); + +RHS = (1 + interest(Asim(:, :, time), p)).*Asim(:, :, time) + Transfer; + +data = [RHS(:)./(1 + p.rh), RHS(:)./(1 + p.rl)]; + + +Agsim(:, :, time) = reshape(bisect('findtransfer', min(data, [], 2) - 0.1, max(data, [], 2) + 0.1, RHS(:), p), 2*N, T); + + +if experiment == 3 % forgive principal, Column B + + Ogsim(:, :, time) = Osim(:, :, time); + Thgsim(:, :, time) = Thsim(:, :, time); + +end + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + + rent = Hgsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Agsim(rent, initage, time), p)).*Agsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vgsim(rent, initage, time), Pallgsim(rent, 1 : 3, initage, time), Vallgsim(rent, 1 : 3, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallgsim(rent, 1 : 3, initage, time), 2)]; + + + Dgsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dgsim(rent, initage, time)); + + Lgsim(rent, initage, time) = Lall(ind); + Ogsim(rent, initage, time + 1) = Oall(ind); + Thgsim(rent, initage, time + 1) = Thall(ind); + Hgsim(rent, initage, time + 1) = Hall(ind); + + + % Homeowners + + Attemp = (1 + interest(Agsim(~rent, initage, time), p)).*Agsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hgsim(~rent, initage, time); + + state = [Attemp, Ogsim(~rent, initage, time), Thgsim(~rent, initage, time), Hgsim(~rent, initage, time), Rgsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + rind = state(:, 5); % made this state variable an index (1, 2), or else doesn't respect monotonicity + + ntemp = numel(find(~rent)); + + + [Lall, Oall, Thall, Hall, Vgsim(~rent, initage, time), Pallgsim(~rent, :, initage, time), Vallgsim(~rent, :, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind, rind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallgsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dgsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dgsim(~rent, initage, time)); + + Lgsim(~rent, initage, time) = Lall(ind); + Ogsim(~rent, initage, time + 1) = Oall(ind); + Thgsim(~rent, initage, time + 1) = Thall(ind); + Hgsim(~rent, initage, time + 1) = Hall(ind); + + + inactive = Dgsim(:, initage, time) == 5; + + Rgsim(:, initage, time + 1) = Rgsim(:, initage, time).*inactive + p.nr.*(1 - inactive); + + + % Find consumption + + rent = Hgsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nr, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lgsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lgsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Cgsim(rent, initage, time) = max(min(Crint(Lgsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Agsim(rent, initage, time + 1)] = savings(Cgsim(rent, initage, time), Lgsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lgsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lgsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Cgsim(~rent, initage, time) = max(min(Chint(Lgsim(~rent, initage, time), Ogsim(~rent,initage, time + 1), Thgsim(~rent,initage, time + 1), Hgsim(~rent,initage, time + 1), Rgsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Agsim(~rent, initage, time + 1)] = savings(Cgsim(~rent, initage, time), Lgsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + if age == T + + Agsim(:, initage, time + 1) = 0; + Ogsim(:, initage, time + 1) = 0; + Thgsim(:, initage, time + 1) = 0; + Hgsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cgt = zeros(S, 1); +Ygt = zeros(S, 1); +Agt = zeros(S, 1); +Hgt = zeros(S, 1); +Dgt = zeros(S, 1); +Rgt = zeros(S, 1); + + +for time = 1 : S + + Cgt(time) = mean(vec(Cgsim(:, :, time))); + Hgt(time) = mean(vec(Hgsim(:, :, time))); + Agt(time) = mean(vec(Agsim(:, :, time))); + Dgt(time) = mean(vec(Ogsim(:, :, time).*Thgsim(:, :, time).*p.Pgrid(Rgsim(:,:,time)).*Hgsim(:, :, time))); + Rgt(time) = mean(vec(Dgsim(:, :, time) == 4 & Hgsim(:, :, time) > 0 & Ogsim(:, :, time).*Thgsim(:, :, time) > 0))/mean(vec(Hgsim(:, :, time) > 0 & Ogsim(:, :, time).*Thgsim(:, :, time) > 0)); + +end + +Vnew = reshape(Vgsim(:, :, 2), 2*N*T, 1); +Vold = reshape(Vcsim(:, :, 2), 2*N*T, 1); +UCold = reshape(Ccsim(:, :, 2).^(- p.sigma), 2*N*T, 1); +Tran = reshape(Transfer, 2*N*T, 1); + +ind = Tran > 0; + +gains = max(min((Vnew(ind) - Vold(ind))./Transfer(ind)./UCold(ind), 1), 0); % small fraction due to interpolation error + + +PTI = p.mbar0*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + +LTV = Osim(:, :, time).*Thsim(:, :, time)/dP; + +sel = LTV > 0.95; +sel = sel(ind); + +if experiment >= 2 % annual MPC + +MPC = (Cgsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 2).^(-p.sigma/p.gamma) - (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma))) + ... + (Cgsim(:, :, 3) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 3).^(-p.sigma/p.gamma) - (Ccsim(:, :, 3) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 3).^(-p.sigma/p.gamma))) + ... + (Cgsim(:, :, 4) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 4).^(-p.sigma/p.gamma) - (Ccsim(:, :, 4) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 4).^(-p.sigma/p.gamma))) + ... + (Cgsim(:, :, 5) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 5).^(-p.sigma/p.gamma) - (Ccsim(:, :, 5) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 5).^(-p.sigma/p.gamma))); + +MPC = reshape(MPC, 2*N*T, 1); + +MPC = MPC(ind)./Tran(ind); + +else % quarterly MPC + +MPC = (Cgsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 2).^(-p.sigma/p.gamma) - (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma))); + +MPC = reshape(MPC, 2*N*T, 1); + +MPC = MPC(ind)./Tran(ind); + +end + + +clc + +if experiment == 1 + +fprintf('Table 6\n') +fprintf('\n') +fprintf('A. Value of Liquidity\n') +fprintf('\n') +fprintf('Fraction better off = %9.2f \n', mean(gains > 0)); +fprintf('\n') +fprintf('Willingness to pay\n'); +fprintf('\n') +fprintf('mean = %9.2f \n', mean(gains(gains > 0))); +fprintf('10th pctile = %9.2f \n', prctile(gains(gains > 0), 10)); +fprintf('25th pctile = %9.2f \n', prctile(gains(gains > 0), 25)); +fprintf('50th pctile = %9.2f \n', prctile(gains(gains > 0), 50)); +fprintf('75th pctile = %9.2f \n', prctile(gains(gains > 0), 75)); +fprintf('90th pctile = %9.2f \n', prctile(gains(gains > 0), 90)); +fprintf('\n') +fprintf('\n') +fprintf('B. Fraction Consumed \n') + +fprintf('\n') + +fprintf('mean = %9.2f \n', mean(MPC(gains > 0))); +fprintf('10th pctile = %9.2f \n', prctile(MPC(gains > 0), 10)); +fprintf('25th pctile = %9.2f \n', prctile(MPC(gains > 0), 25)); +fprintf('50th pctile = %9.2f \n', prctile(MPC(gains > 0), 50)); +fprintf('75th pctile = %9.2f \n', prctile(MPC(gains > 0), 75)); +fprintf('90th pctile = %9.2f \n', prctile(MPC(gains > 0), 90)); + + +else + +fprintf('Table 8\n') +fprintf('\n') +fprintf('\n') +fprintf('Fraction better off = %9.2f %9.2f\n', [mean(gains > 0), sum(gains > 0 & sel)/sum(sel)]); +fprintf('\n') +fprintf('Delta welfare /transfer = %9.2f %9.2f\n', [mean(gains(gains > 0)), mean(gains(gains > 0 & sel)) ]); +fprintf('\n') +fprintf('Delta consumption/transfer = %9.2f %9.2f\n', [mean(MPC(gains > 0)), mean(MPC(gains > 0 & sel)), ]); + +end + + + + + + diff --git a/42/replication_package/model_replication/Main nu 3/simulate_liquidity.m b/42/replication_package/model_replication/Main nu 3/simulate_liquidity.m new file mode 100644 index 0000000000000000000000000000000000000000..8293fe8be5d9b777f2fdcde2952a6f03705121c2 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3/simulate_liquidity.m @@ -0,0 +1,541 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 5; + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); +Deltasim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); + + +% find out who is constrained in period 2 + + +for time = 1 : S + + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + +end + + +% Next Study Liquidity Injection: raise everyone's omega by 1% and increase A by the corresponding amount + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = Vsim; + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +time = 2; + +Thcsim(:, :, time) = Thsim(:, :, time).*(Thsim(:, :,time) > 0 & Hsim(:,:,time) > 0) + p.tgrid(end).*(Thsim(:, :,time) == 0 & Hsim(:,:,time) > 0); + +Ocsim(:, :, time) = min(Osim(:, :, time) + 0.01/(1 + p.rm)./Thcsim(:, :, time), 1).*(Hsim(:, :, time) > 0); + + +Transfer = (1 + p.rm)*(Ocsim(:, :, time).*Thcsim(:, :, time) - Osim(:, :, time).*Thsim(:, :, time)).*Hsim(:, :, time); + +RHS = (1 + interest(Asim(:, :, time), p)).*Asim(:, :, time) + Transfer; + +data = [RHS(:)./(1 + p.rh), RHS(:)./(1 + p.rl)]; + + +Acsim(:, :, time) = reshape(bisect('findtransfer', min(data, [], 2) - 0.1, max(data, [], 2)+0.1, RHS(:), p), 2*N, T); + + +%Ocsim(:, :, time) = Osim(:, :, time); +%Thcsim(:, :, time) = Thsim(:, :, time); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + % Renters + + rent = Hcsim(:, initage, time) == 0; + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); + + +for time = 1 : S + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*Hcsim(:, :, time))); + +end + + +MPCt = (Cct - Ct)/mean(vec(Transfer)); + + +% Ask: how many homeowners (in period time = 2) benefit, so Vcsim(:, :, time) > Vsim(:, :, time) and what do + +% 1. Fraction of homeowners who benefit + +% 2. Distribution of welfare gains + +Vnew = reshape(Vcsim(:, :, 2), 2*N*T, 1); +Vold = reshape(Vsim(:, :, 2), 2*N*T, 1); +UCold = reshape(Csim(:, :, 2).^(- p.sigma), 2*N*T, 1); +Transfer = reshape(Transfer, 2*N*T, 1); + +PTI = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + +ind = Transfer > 0; + +gains = max(min((Vnew(ind) - Vold(ind))./Transfer(ind)./UCold(ind), 1), 0); % small fraction due to interpolation error + +htm = PTI >=0.17; +htm = reshape(htm, 2*N*T, 1); + +htm = htm(ind); + +fbenefit = mean(gains > 0); + +MPC = (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma) - (Csim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Csim(:, :, 2).^(-p.sigma/p.gamma))); +MPC = reshape(MPC, 2*N*T, 1); + +MPC = MPC(ind)./Transfer(ind); + +clc + +fprintf('Table 6\n') +fprintf('\n') +fprintf('A. Value of Liquidity\n') +fprintf('\n') +fprintf('Fraction better off = %9.2f \n', fbenefit); +fprintf('\n') +fprintf('Willingness to pay\n'); +fprintf('\n') +fprintf('mean = %9.2f \n', mean(gains(gains > 0))); +fprintf('10th pctile = %9.2f \n', prctile(gains(gains > 0), 10)); +fprintf('25th pctile = %9.2f \n', prctile(gains(gains > 0), 25)); +fprintf('50th pctile = %9.2f \n', prctile(gains(gains > 0), 50)); +fprintf('75th pctile = %9.2f \n', prctile(gains(gains > 0), 75)); +fprintf('90th pctile = %9.2f \n', prctile(gains(gains > 0), 90)); +fprintf('\n') +fprintf('\n') +fprintf('B. Fraction Consumed \n') + +fprintf('\n') + +fprintf('mean = %9.2f \n', mean(MPC(gains > 0))); +fprintf('10th pctile = %9.2f \n', prctile(MPC(gains > 0), 10)); +fprintf('25th pctile = %9.2f \n', prctile(MPC(gains > 0), 25)); +fprintf('50th pctile = %9.2f \n', prctile(MPC(gains > 0), 50)); +fprintf('75th pctile = %9.2f \n', prctile(MPC(gains > 0), 75)); +fprintf('90th pctile = %9.2f \n', prctile(MPC(gains > 0), 90)); + + + +% plot value of liquidity as a function of various characteristics + +% 1. Loan to Value + +ltv = Thsim(:, :, 2).*Osim(:,:,2); +lasst = Asim(:, :, 2)./(Asim(:,:,2) + (1 - Thsim(:, :, 2).*Osim(:, :, 2)).*Hsim(:,:,2)); % liquid assets to wealth +logy = log(Ysim(:, :, 2)); % log income +pti = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + + +ltv = ltv(ind); +lasst = lasst(ind); +logy = logy(ind); +pti = pti(ind); + +prefi = squeeze(Pallsim(:, 4, :, time)); +prefi = prefi(ind); + +xx = [ltv, pti, lasst, logy]; +yy = gains; + +figure(5) +subplot(2, 2, 1) + +[xxmed, yymed] = binned_plot(xx(:,1), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, 0, 0.9); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); + +hold on; + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('loan-to-value ratio','Interpreter','latex'); +ylabel('value of liquidity','Interpreter','latex'); +title('A. LTV','Interpreter','latex'); +box on + + +subplot(2, 2, 2) + +[xxmed, yymed] = binned_plot(xx(:,2), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, 0, 0.3); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('payment to income ratio','Interpreter','latex'); +title('B. PTI','Interpreter','latex'); +box on + + + +subplot(2, 2, 3) + +[xxmed, yymed] = binned_plot(xx(:,3), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, xxmed(1), xxmed(end)); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('liquid assets to wealth','Interpreter','latex'); +ylabel('value of liquidity','Interpreter','latex'); +title('C. Liquid Assets to Wealth','Interpreter','latex'); +box on + + +subplot(2, 2, 4) + +[xxmed, yymed] = binned_plot(xx(:,4), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, xxmed(1), xxmed(end)); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('log income','Interpreter','latex'); +title('D. Income','Interpreter','latex'); +box on diff --git a/42/replication_package/model_replication/Main nu 3/simulate_new.m b/42/replication_package/model_replication/Main nu 3/simulate_new.m new file mode 100644 index 0000000000000000000000000000000000000000..bc97bd94237346f1bed2e2e6452dd5ee8b94666c --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3/simulate_new.m @@ -0,0 +1,509 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 5; + +% Without intervention + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:, 1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:, 1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); +Rt = zeros(S, 1); +MPRt = zeros(S, 1); % Beraja-Hurst propensity to refinance: amount of newly refinanced mortgages / outstanding stock of all existing mortgages +Emt = zeros(S, 1); % median equity (1 - LTV) for borrowers + + + +for time = 1 : S + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + Rt(time) = mean(vec(Dsim(:, :, time) == 4 & Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0))/mean(vec(Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0)); + + MPRt(time) = sum(vec((Dsim(:,:, time) == 4).*Osim(:, :, time + 1).*Thsim(:, :, time + 1).*Hsim(:, :, time + 1)))/... + sum(vec( Osim(:, :, time ).*Thsim(:, :, time ).*Hsim(:, :, time ))); + + LTV = vec(Osim(:, :, time).*Thsim(:, :, time)); + + Emt(time) = 1 - median(LTV(LTV > 0)); + +end + + +% With intervention + +start_new; + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = zeros(2*N, T, S); + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +Rcsim = zeros(2*N, T, S + 1); + +Rcsim(:, :, 1 : 2) = 1; + +Ocsim(:, :, 2) = Osim(:,:,2); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + + rent = Hcsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time), Rcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + rind = state(:, 5); % made this state variable an index (1, 2), or else doesn't respect monotonicity + + ntemp = numel(find(~rent)); + + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind, rind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + inactive = Dcsim(:, initage, time) == 5; + + Rcsim(:, initage, time + 1) = Rcsim(:, initage, time).*inactive + p.nr.*(1 - inactive); + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nr, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), Rcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Yct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); +Rct = zeros(S, 1); +MPRct = zeros(S, 1); % Beraja-Hurst propensity to refinance: amount of newly refinanced mortgages / outstanding stock of all existing mortgages +Emct = zeros(S, 1); % median equity (1 - LTV) for borrowers + + +for time = 1 : S + + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)).*Hcsim(:, :, time))); + Rct(time) = mean(vec(Dcsim(:, :, time) == 4 & Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0))/mean(vec(Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0)); + + MPRct(time) = sum(vec((Dcsim(:,:, time) == 4).*Ocsim(:, :, time + 1).*Thcsim(:, :, time + 1).*p.Pgrid(Rcsim(:, :, time + 1)).*Hcsim(:, :, time + 1)))/... + sum(vec( Ocsim(:, :, time ).*Thcsim(:, :, time ).*p.Pgrid(Rcsim(:, :, time )).*Hcsim(:, :, time ))); + + if time == 1 + + LTV = vec(Ocsim(:, :, time).*Thcsim(:, :, time)); + + else + + LTV = vec(Ocsim(:, :, time).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)))/p.Pgrid(p.nr); + + end + + Emct(time) = 1 - median(LTV(LTV > 0)); + +end + + + +% Characteristics of those who refinance: with and without the shock + +Wsim = Asim + Hsim.*(1 - Osim.*Thsim); + +time = 2; + +Wtemp = Wsim(:, :, time); % only state variables +Atemp = Asim(:, :, time); +LTV = Osim(:, :, time).*Thsim(:, :, time); +Htemp = Hsim(:, :, time); +LY = Atemp./Ysim(:, :, time); +Sh = 1 - Atemp./Wtemp; +Agetemp = Agesim(:, :, time)/4 + 25; +Ytemp = Ysim(:, :, time); + +refin = Dsim(:, :, time) == 4 & Hsim(:, :, time) > 0; +owner = Hsim(:, :, time) > 0; + +fprintf('\n'); +fprintf('Characteristics of Refinancers Absent Shock\n'); +fprintf('\n'); +fprintf('All, Refinance, Dont Refinance\n'); + +fprintf('\n'); + +fprintf('\n'); +fprintf('Mean Liquid Assets = %9.2f %9.2f %9.2f \n', [mean(Atemp(owner)), mean(Atemp(owner & refin)), mean(Atemp(owner & ~refin))]); +fprintf('Mean Income = %9.2f %9.2f %9.2f \n', [mean(Ytemp(owner)), mean(Ytemp(owner & refin)), mean(Ytemp(owner & ~refin))]); +fprintf('Mean Liquid Asset to Income = %9.2f %9.2f %9.2f \n', [mean(LY(owner)), mean(LY(owner & refin)), mean(LY(owner & ~refin))]); +fprintf('Mean Share Housing Wealth = %9.2f %9.2f %9.2f \n', [mean(Sh(owner)), mean(Sh(owner & refin)), mean(Sh(owner & ~refin))]); +fprintf('Mean Wealth = %9.2f %9.2f %9.2f \n', [mean(Wtemp(owner)), mean(Wtemp(owner & refin)), mean(Wtemp(owner & ~refin))]); +fprintf('Mean LTV = %9.2f %9.2f %9.2f \n', [mean(LTV(owner)), mean(LTV(owner & refin)), mean(LTV(owner & ~refin))]); +fprintf('Mean House = %9.2f %9.2f %9.2f \n', [mean(Htemp(owner)), mean(Htemp(owner & refin)), mean(Htemp(owner & ~refin))]); +fprintf('Mean Age = %9.2f %9.2f %9.2f \n', [mean(Agetemp(owner)), mean(Agetemp(owner & refin)), mean(Agetemp(owner & ~refin))]); + +fprintf('\n'); +fprintf('\n'); + + +Wcsim = zeros(size(Acsim)); + +Wcsim(:,:, 1) = Acsim(:, :, 1) + p.Pgrid(1)*Hcsim(:, :, 1).*(1 - Ocsim(:, :, 1).*Thcsim(:, :, 1)); + +Wcsim(:, :, 2: end) = Acsim(:, :, 2 : end) + p.Pgrid(p.nr)*Hcsim(:,:,2:end) - p.Pgrid(Rcsim(:,:,2:end)).*Ocsim(:, :, 2:end).*Thcsim(:, :, 2:end); + +time = 2; + +Wtemp = Wcsim(:, :, time); % only state variables +Atemp = Acsim(:, :, time); +LTV = Ocsim(:, :, time).*Thcsim(:, :, time); +Htemp = Hcsim(:, :, time); +LY = Atemp./Ysim(:, :, time); +Sh = 1 - Atemp./Wtemp; +Agetemp = Agesim(:, :, time)/4 + 25; +Ytemp = Ysim(:, :, time); + +refin = Dcsim(:, :, time) == 4 & Hcsim(:, :, time) > 0; +owner = Hcsim(:, :, time) > 0; + +fprintf('\n'); +fprintf('Characteristics of Refinancers With Shock\n'); +fprintf('\n'); +fprintf('All, Refinance, Dont Refinance\n'); + +fprintf('\n'); + +fprintf('\n'); +fprintf('Mean Liquid Assets = %9.2f %9.2f %9.2f \n', [mean(Atemp(owner)), mean(Atemp(owner & refin)), mean(Atemp(owner & ~refin))]); +fprintf('Mean Income = %9.2f %9.2f %9.2f \n', [mean(Ytemp(owner)), mean(Ytemp(owner & refin)), mean(Ytemp(owner & ~refin))]); +fprintf('Mean Liquid Asset to Income = %9.2f %9.2f %9.2f \n', [mean(LY(owner)), mean(LY(owner & refin)), mean(LY(owner & ~refin))]); +fprintf('Mean Share Housing Wealth = %9.2f %9.2f %9.2f \n', [mean(Sh(owner)), mean(Sh(owner & refin)), mean(Sh(owner & ~refin))]); +fprintf('Mean Wealth = %9.2f %9.2f %9.2f \n', [mean(Wtemp(owner)), mean(Wtemp(owner & refin)), mean(Wtemp(owner & ~refin))]); +fprintf('Mean LTV = %9.2f %9.2f %9.2f \n', [mean(LTV(owner)), mean(LTV(owner & refin)), mean(LTV(owner & ~refin))]); +fprintf('Mean House = %9.2f %9.2f %9.2f \n', [mean(Htemp(owner)), mean(Htemp(owner & refin)), mean(Htemp(owner & ~refin))]); +fprintf('Mean Age = %9.2f %9.2f %9.2f \n', [mean(Agetemp(owner)), mean(Agetemp(owner & refin)), mean(Agetemp(owner & ~refin))]); + +fprintf('\n'); +fprintf('\n'); + + +% MPC out of transfer in Ganong-Noel Experiment + + +time = 2; + +Transfer = (p.mbargrid(p.nr) - p.mbargrid(Rcsim(:, :, time))).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)).*Hcsim(:,:,time).*(Dcsim(:, :, time) == 5).*(Osim(:,:,time) > 0); + +dC = (Ccsim(:, :, time) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, time).^(-p.sigma/p.gamma) - (Csim(:, :, time) - p.phi^(1 + 1/p.gamma)*Csim(:, :, time).^(-p.sigma/p.gamma))); +dA = Acsim(:, :, time + 1) - Asim(:, :, time + 1); + +htm = Acsim(:, :, time + 1) <= 1/6.5*Ysim(:,:,time); + +gains = Vcsim(:, :, time) - Vsim(:, :, time); + +good = Transfer > 0 & Dcsim(:, :, time) == 5 & Dsim(:, :, time) == 5; + + +MPC = dC(good)./Transfer(good); +gains = gains(good); +htm = htm(good); + +fbenefit = mean(gains > 0); +fprintf('\n') + +fprintf('Fraction who benefit = %9.2f \n', fbenefit); + +fprintf('\n') +fprintf('MPC, mean = %9.2f %9.2f %9.2f \n', [mean(MPC(gains > 0)), mean(MPC(gains > 0 & htm)), mean(MPC(gains > 0 & ~htm)) ]); +fprintf('MPC, 10th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 10), prctile(MPC(gains > 0 & htm), 10), prctile(MPC(gains > 0 & ~htm), 10)]); +fprintf('MPC, 25th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 25), prctile(MPC(gains > 0 & htm), 25), prctile(MPC(gains > 0 & ~htm), 25)]); +fprintf('MPC, 50th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 50), prctile(MPC(gains > 0 & htm), 50), prctile(MPC(gains > 0 & ~htm), 50)]); +fprintf('MPC, 75th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 75), prctile(MPC(gains > 0 & htm), 75), prctile(MPC(gains > 0 & ~htm), 75)]); +fprintf('MPC, 90th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 90), prctile(MPC(gains > 0 & htm), 90), prctile(MPC(gains > 0 & ~htm), 90)]); + diff --git a/42/replication_package/model_replication/Main nu 3/simulate_taxrebate.m b/42/replication_package/model_replication/Main nu 3/simulate_taxrebate.m new file mode 100644 index 0000000000000000000000000000000000000000..3850bd73ee3769fdbd11a5a79213081382eae800 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3/simulate_taxrebate.m @@ -0,0 +1,519 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 3; + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); +Deltasim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); + + +% find out who is constrained in period 2 + + +for time = 1 : S + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + +end + + +% Next Study Impact of 500$ cash transfer + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = Vsim; + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +time = 2; + + +Transfer = 0.0388; + +RHS = (1 + interest(Asim(:, :, time), p)).*Asim(:, :, time) + Transfer; + +data = [RHS(:)./(1 + p.rh), RHS(:)./(1 + p.rl)]; + +Acsim(:, :, time) = reshape(bisect('findtransfer', min(data, [], 2) - 0.1, max(data, [], 2) + 0.1, RHS(:), p), 2*N, T); + + +%Ocsim(:, :, time) = Osim(:, :, time); +%Thcsim(:, :, time) = Thsim(:, :, time); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + % Renters + + rent = Hcsim(:, initage, time) == 0; + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); + + +for time = 1 : S + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*Hcsim(:, :, time))); + +end + + +MPCt = (Cct - Ct)/mean(vec(Transfer)); + + +% Ask: how many homeowners (in period time = 2) benefit, so Vcsim(:, :, time) > Vsim(:, :, time) and what do + +% 1. Fraction of homeowners who benefit + +% 2. Distribution of welfare gains + +Vnew = reshape(Vcsim(:, :, 2), 2*N*T, 1); +Vold = reshape(Vsim(:, :, 2), 2*N*T, 1); +UCold = reshape(Csim(:, :, 2).^(- p.sigma), 2*N*T, 1); + +PTI = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + + +gains = max(min((Vnew(:) - Vold(:))./Transfer(:)./UCold(:), 1), 0); % small fraction due to interpolation error + + +MPC = (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma) - (Csim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Csim(:, :, 2).^(-p.sigma/p.gamma)))/Transfer; + +owners = Hsim(:, :, 2) > 0; + +clc +fprintf('\n'); +fprintf('Table 7: Marginal Propensity to Consume out of a 500 Dollar Cash Transfer \n'); +fprintf('\n'); +fprintf('\n'); + +fprintf('A. Economy with nu = 1/3 \n'); +fprintf('\n'); +fprintf(' all homeowners renters\n'); + +fprintf('\n'); + +fprintf('mean = %9.2f %9.2f %9.2f \n', [mean(MPC(:)), mean(MPC(owners)), mean(MPC(~owners)) ]); +fprintf('10th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 10), prctile(MPC(owners), 10), prctile(MPC(~owners), 10)]); +fprintf('25th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 25), prctile(MPC(owners), 25), prctile(MPC(~owners), 25)]); +fprintf('50th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 50), prctile(MPC(owners), 50), prctile(MPC(~owners), 50)]); +fprintf('75th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 75), prctile(MPC(owners), 75), prctile(MPC(~owners), 75)]); +fprintf('90th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 90), prctile(MPC(owners), 90), prctile(MPC(~owners), 90)]); + + + +% plot MPC as a function of various characteristics for homeowners + +% 1. Loan to Value + +ltv = Thsim(:, :, 2).*Osim(:,:,2); +lasst = Asim(:, :, 2)./(Asim(:,:,2) + (1 - Thsim(:, :, 2).*Osim(:, :, 2)).*Hsim(:,:,2)); % liquid assets to wealth +logy = log(Ysim(:, :, 2)); % log income +pti = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + +ind = Hsim(:, :, 2) > 0; + + +ltv = ltv(ind); +lasst = lasst(ind); +logy = logy(ind); +pti = pti(ind); +mpc = MPC(ind); + +prefi = squeeze(Pallsim(:, 4, :, time)); +prefi = prefi(ind); + +xx = [ltv, pti, lasst, logy]; +yy = mpc; + +figure(5) +subplot(2, 2, 1) + +[xxmed, yymed] = binned_plot(xx(:,1), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, 0, 0.85); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); + +hold on; + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('loan-to-value ratio','Interpreter','latex'); +ylabel('MPC','Interpreter','latex'); +title('A. LTV','Interpreter','latex'); +box on + + +subplot(2, 2, 2) + +[xxmed, yymed] = binned_plot(xx(:,2), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, 0, 0.3); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('payment to income ratio','Interpreter','latex'); +title('B. PTI','Interpreter','latex'); +box on + + + +subplot(2, 2, 3) + +[xxmed, yymed] = binned_plot(xx(:,3), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, xxmed(1), xxmed(end)); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('liquid assets to wealth','Interpreter','latex'); +ylabel('MPC','Interpreter','latex'); +title('C. Liquid Assets to Wealth','Interpreter','latex'); +box on + + +subplot(2, 2, 4) + +[xxmed, yymed] = binned_plot(xx(:,4), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, xxmed(1), xxmed(end)); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('log income','Interpreter','latex'); +title('D. Income','Interpreter','latex'); +box on diff --git a/42/replication_package/model_replication/Main nu 3/solution.m b/42/replication_package/model_replication/Main nu 3/solution.m new file mode 100644 index 0000000000000000000000000000000000000000..5ac6eedd982cbd24df9717a2ba6b8e48c154c56f --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3/solution.m @@ -0,0 +1,3 @@ +function [Mu, Z, Omega, Eprof] = solution(dN, N, S, zsave, p) + +S = size(szave, 2); \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3/solve_golden.m b/42/replication_package/model_replication/Main nu 3/solve_golden.m new file mode 100644 index 0000000000000000000000000000000000000000..0fa9a2fd6a76c39a4f9386c0f37fbb122bc9b5a0 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3/solve_golden.m @@ -0,0 +1,41 @@ +function [x, v] = solve_golden(f, a, b, varargin) + +tol = 1e-6; + +alpha1 = (3-sqrt(5))/2; +alpha2 = (sqrt(5)-1)/2; + +d = b - a; + +x1 = a + alpha1*d; +x2 = a + alpha2*d; + +f1 = feval(f, x1, varargin{:}); +f2 = feval(f, x2, varargin{:}); + +d = alpha1*alpha2*d; + +x1new = x1; +x2new = x2; +f1new = f1; +f2new = f2; + +while any((d)>tol) + + f1 = f1new; + f2 = f2new; + x1 = x1new; + x2 = x2new; + + d = d*alpha2; + x2new = x1.*(f2=f1); + f2new = f1.*(f2=f1); + + x1new = (x1-d).*(f2=f1); + f1new = feval(f, x1 - d, varargin{:}).*(f2=f1); + +end + +x = x2new.*(f2new>=f1new) + x1new.*(f2new= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase New Home with Mortgage + + + % create a grid of possible houses and initial LTVs + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y; + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/p.hgrid(ht(i, 1)))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.hgrid(ht(i, 1)); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + good = (ttilde <= min(p.thetam, pti*Y/p.mbar/p.hgrid(ht(i, 1)))) & (Ltemp(:,i) > p.lgrid(1)); + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + + end + end + + % Compute pall and v + + [vn, in] = max(vall(:, 1 : 2), [], 2); + vb = vall(:,3); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); % avoid NaN + + pall = zeros(ns, 3); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 3) = pb; + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + + +else + + Lall = zeros(ns, 5); + omegaall = zeros(ns, 5); + thetaall = zeros(ns, 5); + hall = zeros(ns, 5); + vall = zeros(ns, 5); + + for branch = 1 : 1 : 5 + + if branch == 1 % Switch to Renting + + Lall(:, branch) = At + Y + (1 - p.Fs)*s(:,4) - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4); % liquidity after housing choice + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = 0; + + vall(:, branch) = Wrinterp(Lall(:, branch), znow); + + + elseif branch == 2 % Purchase home without mortgage + + vtemp = zeros(ns, p.nh) - 1e12; + + Ltemp = zeros(ns, p.nh); + + Cash = At + Y + (1 - p.Fs)*s(:,4) - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nh + + Ltemp(:,i) = Cash - p.hgrid(i); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (i - 1)*p.no*p.nt + (1 - 1) *p.no + 1; + + good = Ltemp(:, i) >= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase home with mortgage + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y + (1 - p.Fs)*s(:, 4) - (1 + p.rm)*s(:, 2).*s(:, 3).*s(:, 4); + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/p.hgrid(ht(i, 1)))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.hgrid(ht(i, 1)); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbar/p.hgrid(ht(i, 1)))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + elseif branch == 4 % Refinance mortgage + + + vtemp = zeros(ns, p.nt) - 1e12; + Ltemp = zeros(ns, p.nt); + + Cash = At + Y - (1 + p.rm)*s(:, 2).*s(:, 3).*s(:, 4); + + for i = 1 : p.nt + + ttilde = (p.tgrid(i) - p.F0m./s(:,4))/(1 + p.F1m); + + Ltemp(:, i) = Cash + ttilde.*s(:, 4); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbar./s(:,4))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (i - 1)*p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(htemp); + hall(:, branch) = s(:, 4); + + elseif branch == 5 % Stay inactive + + vtemp = zeros(ns, p.no + 1) - 1e12; + Ltemp = zeros(ns, p.no + 1); + + % Pay more than required + + Cash = At + Y - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.no + + Ltemp(:, i) = Cash + p.ogrid(i).*s(:,3).*s(:,4); + + good = (p.ogrid(i) < max((1 + p.rm)*s(:,2) - p.mbar, 0)) & (Ltemp(:, i) >= p.lgrid(1)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + i; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + % Pay minimum required + + otemp = max((1 + p.rm)*s(:,2) - p.mbar, 0); + + Ltemp(:, p.no + 1) = At + Y - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4) + otemp.*s(:,3).*s(:,4); + + good = (Ltemp(:, p.no + 1) >= p.lgrid(1)); + + + if any(good) + + % Interpolate + + otempind = lookup1(p.ogrid, otemp, 3); + + w = (p.ogrid(otempind + 1) - otemp)./(p.ogrid(otempind + 1) - p.ogrid(otempind)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind; + + + vtemp(good, p.no + 1) = w(good).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind + 1; + + vtemp(good, p.no + 1) = vtemp(good, p.no + 1) + (1 - w(good)).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + + end + + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.no + 1], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(htemp <= p.no, branch) = p.ogrid(htemp(htemp <= p.no)); + omegaall(htemp > p.no, branch) = otemp(htemp > p.no); + + thetaall(:, branch) = p.tgrid(tnow); + hall(:, branch) = s(:,4); + + + end + end + + + % Compute pall and v + + [vn, in] = max(vall(:, [1, 2, 5]), [], 2); + [vb, ib] = max(vall(:, [3, 4]), [], 2); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); + + pall = zeros(ns, 5); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 5) = (1 - pb).*(in == 3); + pall(:, 3) = pb.*(ib == 1); + pall(:, 4) = pb.*(ib == 2); + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + +end + + + + + \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3/solveh_new.m b/42/replication_package/model_replication/Main nu 3/solveh_new.m new file mode 100644 index 0000000000000000000000000000000000000000..f621bf5384d336be1a89338da46dfbcf946af9dc --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3/solveh_new.m @@ -0,0 +1,358 @@ +function [Lall, omegaall, thetaall, hall, v, pall, vall] = solveh_new(s, Whinterp, Wrinterp, p, pti, type, At, Y, znow, hnow, tnow, rnow) + + ns = size(s, 1); + + + if strcmp(type, 'r') + + Lall = zeros(ns, 3); + omegaall = zeros(ns, 3); + thetaall = zeros(ns, 3); + hall = zeros(ns, 3); + vall = zeros(ns, 3); + + + for branch = 1 : 1 : 3 + + if branch == 1 % Remain Renter + + + Lall(:, branch) = At + Y; + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = 0; + + vall(:, branch) = Wrinterp(Lall(:, branch), znow); + + + elseif branch == 2 % Purchase New Home Without Mortgage + + + vtemp = zeros(ns, p.nh) - 1e12; + + Ltemp = zeros(ns, p.nh); + + Cash = At + Y; + + for i = 1 : p.nh + + Ltemp(:,i) = Cash - p.Pgrid(p.nr)*p.hgrid(i); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (i - 1)*p.no*p.nt + (1 - 1) *p.no + 1; + + good = Ltemp(:, i) >= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase New Home with Mortgage + + + % create a grid of possible houses and initial LTVs + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y; + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.Pgrid(p.nr).*p.hgrid(ht(i, 1)); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + good = (ttilde <= min(p.thetam, pti*Y/p.mbargrid(p.nr)/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))) & (Ltemp(:,i) > p.lgrid(1)); + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + + end + end + + + % Compute pall and v + + [vn, in] = max(vall(:, 1 : 2), [], 2); + vb = vall(:,3); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); % avoid NaN + + pall = zeros(ns, 3); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 3) = pb; + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + + +else + + Lall = zeros(ns, 5); + omegaall = zeros(ns, 5); + thetaall = zeros(ns, 5); + hall = zeros(ns, 5); + vall = zeros(ns, 5); + + for branch = 1 : 1 : 5 + + if branch == 1 % Switch to Renting + + Lall(:, branch) = At + Y + (1 - p.Fs)*p.Pgrid(p.nr)*s(:,4) - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); % liquidity after housing choice + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = 0; + + vall(:, branch) = Wrinterp(Lall(:, branch), znow); + + + elseif branch == 2 % Purchase home without mortgage + + vtemp = zeros(ns, p.nh) - 1e12; + + Ltemp = zeros(ns, p.nh); + + Cash = At + Y + (1 - p.Fs)*p.Pgrid(p.nr)*s(:,4) - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nh + + Ltemp(:,i) = Cash - p.Pgrid(p.nr)*p.hgrid(i); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (i - 1)*p.no*p.nt + (1 - 1) *p.no + 1; + + good = Ltemp(:, i) >= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase home with mortgage + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y + (1 - p.Fs)*p.Pgrid(p.nr)*s(:,4) - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.Pgrid(p.nr)*p.hgrid(ht(i, 1)); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbargrid(p.nr)/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + + elseif branch == 4 % Refinance mortgage + + + vtemp = zeros(ns, p.nt) - 1e12; + Ltemp = zeros(ns, p.nt); + + Cash = At + Y - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nt + + ttilde = (p.tgrid(i) - p.F0m./(p.Pgrid(p.nr)*s(:,4)))/(1 + p.F1m); + + Ltemp(:, i) = Cash + ttilde.*p.Pgrid(p.nr).*s(:, 4); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbargrid(p.nr)./(p.Pgrid(p.nr)*s(:,4)))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (i - 1)*p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(htemp); + hall(:, branch) = s(:, 4); + + + elseif branch == 5 % Stay inactive + + vtemp = zeros(ns, p.no + 1) - 1e12; + Ltemp = zeros(ns, p.no + 1); + + % Pay more than required + + Cash = At + Y - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.no + + Ltemp(:, i) = Cash + p.ogrid(i).*p.Pgrid(s(:,5)).*s(:,3).*s(:,4); + + good = (p.ogrid(i) < max((1 + p.rmgrid(s(:,5))).*s(:,2) - p.mbargrid(s(:,5)), 0)) & (Ltemp(:, i) >= p.lgrid(1)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (rnow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + i; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + % Pay minimum required + + otemp = max((1 + p.rmgrid(s(:,5))).*s(:,2) - p.mbargrid(s(:,5)), 0); + + Ltemp(:, p.no + 1) = At + Y - (1 + p.rmgrid(s(:,5))).*s(:,2).*s(:,3).*s(:,4).*p.Pgrid(s(:,5)) + otemp.*s(:,3).*s(:,4).*p.Pgrid(s(:,5)); + + good = (Ltemp(:, p.no + 1) >= p.lgrid(1)); + + + if any(good) + + % Interpolate + + otempind = lookup1(p.ogrid, otemp, 3); + + w = (p.ogrid(otempind + 1) - otemp)./(p.ogrid(otempind + 1) - p.ogrid(otempind)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (rnow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind; + + + vtemp(good, p.no + 1) = w(good).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (rnow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind + 1; + + vtemp(good, p.no + 1) = vtemp(good, p.no + 1) + (1 - w(good)).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + + end + + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.no + 1], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(htemp <= p.no, branch) = p.ogrid(htemp(htemp <= p.no)); + omegaall(htemp > p.no, branch) = otemp(htemp > p.no); + + thetaall(:, branch) = p.tgrid(tnow); + hall(:, branch) = s(:,4); + + + end + end + + % Compute pall and v + + [vn, in] = max(vall(:, [1, 2, 5]), [], 2); + [vb, ib] = max(vall(:, [3, 4]), [], 2); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); + + pall = zeros(ns, 5); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 5) = (1 - pb).*(in == 3); + pall(:, 3) = pb.*(ib == 1); + pall(:, 4) = pb.*(ib == 2); + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + + +end + + + + + \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3/start.m b/42/replication_package/model_replication/Main nu 3/start.m new file mode 100644 index 0000000000000000000000000000000000000000..b14db202015560885dd573115db8b3bc52712707 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3/start.m @@ -0,0 +1,400 @@ +clear; +clc; + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',22); + +intmeth = 'linear'; +printr = 1; + +optset('bisect', 'tol', 1e-32); + +% Calibrated Parameters + +p.beta = 0.985605; +p.alpha = 0.686624; +p.R = 0.011292; +p.phi = 0.938686; % productivity non-market +p.F0m = 0.102974; % fixed cost of refinancing +p.B = 10.265214; % bequest motive +p.r1 = 0.358448; +p.r2 = 10.327567; +p.rh = (1 + 0.015765)^(1/4) - 1; % upper bound on liquid rate + + +% Assigned Parameters + +p.nu = 3; % parameter in exponential distribution + +p.pidelta = [0.975; 0.025]; % probability of expenditure shocks +p.delta = [0; 0.0625]; % expenditure shock, fraction of home (quarterly so divide by 4) + +p.rl = (1 - 0.028)^(1/4) - 1; % lower bound on liquid rate + +p.T = 61*4; % last period of life +p.D = 30*4; % maturity of mortgages + +p.sigma = 2; % CRRA +p.gamma = 1; % Frisch elasticity of non-market production + +p.rm = (1 + 0.025)^(1/4) - 1; % mortgage interest rate + +p.Fs = 0.06; % fixed cost of selling home +p.F1m = 0.005; % proportional cost of refinancing + +p.wbar = 1; % parameter governing luxuriousness of bequests + +p.thetam = 0.85; % maximum LTV +p.thetay = 0.214; % maximum PTI + +rhoz = 0.9908; +sz = 0.0761; +se = (1 - 0.55)^(1/2)*0.4869; % Krueger Perri (2011) show 55% of the variance of trans compon is measurement error so subtract + +time = (1 : 1 : p.T)'; +p.lambdat = exp(0.07982636 - 0.02322307 * (time/4 + 25) + 0.00105409 * (time/4 + 25).^2 - 0.00001028 * (time/4 + 25).^3); + +p.thetay = p.thetay*(1 - 0.3126./(1 + exp(18.629 - 0.3049*(time/4 + 25)))); + +p.mbar = p.rm/(1 - (1 + p.rm)^(-p.D)); % minimum payment required per 1 of initial debt + + +% Quality of Approximation + +p.na = 75; % number of nodes for liquid assets +p.nat = 75; % number of nodes for atilde = (1 + rl)*a - delta*h +p.nl = 75; % number of nodes for liquidity +p.no = 11; % number of nodes for omega (fraction of loan outstanding) +p.nt = 5; % number of possible initial LTV +p.nh = 7; % number of nodes for housing +p.nz = 9; % points for exogenous income z +p.ne = 3; + + +% Discretize Income Process + +[zgrid, Fzz] = rouwenhorst(rhoz, sz, p.nz); +zgrid = exp(zgrid'); +p.zgrid = zgrid; + +[Fz, d] = eigs(Fzz', 1, 'largestabs'); +Fz = Fz/sum(Fz); +Fz = full(Fz); % ergodic distribution of z + +[egrid, we] = qnwnorm(p.ne, 0, se^2); +egrid = exp(egrid); +p.egrid = egrid; + + +% Discretize other state variables + +amin = -0.4; +amax = 100; +p.agrid = amin + (amax - amin)*nodeunif(p.na, 0, 1).^2; + +omin = 0; +omax = 1; +p.ogrid = omin + (omax - omin)*nodeunif(p.no, 0, 1); + +tmin = 0.25; +tmax = p.thetam; % allow to cover fixed cost +p.tgrid = tmin + (tmax - tmin)*nodeunif(p.nt, 0, 1); + +hmin = 5; % minimum house size +hmax = 40; % maximum house size +p.hgrid = hmin + (hmax - hmin)*nodeunif(p.nh, 0, 1).^1.5; + +ymin = min(p.lambdat)*zgrid(1)*egrid(1); +ymax = max(p.lambdat)*zgrid(end)*egrid(end); + +lmin = -1; % keep it reasonably negative so they know that's a bad state to find yourself in +lmax = 125; +p.lgrid = lmin + (lmax - lmin)*nodeunif(p.nl, 0, 1).^1.5; + +atmin = -p.delta(2)*hmax + (1 + p.rl)*amin; +atmax = (1 + p.rh)*amax; +p.atgrid = atmin + (atmax - atmin)*nodeunif(p.nat, 0, 1).^1.5; + + + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.atgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.atgrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for W functions +swr = gridmake(p.lgrid, p.zgrid); + +svht = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for computing intermediate value function (creier prajit) +svrt = gridmake(p.agrid, p.zgrid, p.egrid); + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + +ind3h = kron((1:1:p.no*p.nt*p.nh*p.nz*p.ne)', ones(p.na, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind3r = kron((1:1: p.nz*p.ne)', ones(p.na, 1)); + + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.nat*p.no*p.nt*p.nh*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.nat*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + +cmaxh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amin); % c that implies a' = amin +cmaxr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amin); + +cminh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amax); % c that implies a' = amax +cminr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amax); + +cmaxh = repmat(cmaxh, p.no*p.nt*p.nh*p.nz, 1); +cmaxr = repmat(cmaxr, p.nz, 1); + +cminh = repmat(cminh, p.no*p.nt*p.nh*p.nz, 1); +cminr = repmat(cminr, p.nz, 1); + + +% Terminal value of bequests + +rlh = interest(svbarh(:,1), p); +rlr = interest(svbarr(:,1), p); + +vbarh(:, p.T + 1) = p.pidelta(1)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(1)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma) + ... + p.pidelta(2)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(2)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); + +vbarr(:, p.T + 1) = p.B*(p.wbar + (1 + rlr).*svbarr(:,1)).^(1 - p.sigma)/(1 - p.sigma); + + +for t = p.T : -1 : 1 + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + At = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + [~, ~, ~, ~, vr(:,t)] = solveh(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', At, Y, znow); + + + % Solve discrete choice problem of housing + + At = svh(:,1); + Y = p.lambdat(t)*svh(:,5).*svh(:,6); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat*p.no*p.nt*p.nh, 1)), p.ne, 1); % index of z in (a, omega, theta, h, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.nat*p.no*p.nt, 1)), p.nz*p.ne, 1); % index of h in (a, omega, theta, h, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.nat*p.no, 1)), p.nh*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, z, e) space for owners + + + [~, ~, ~, ~, vh(:,t)] = solveh(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', At, Y, znow, hnow, tnow); + + % We need to interpolate to calculate the expected value before the delta shocks are realized, but after the z,e shocks are realized + + Vhinterp = griddedInterpolant({p.atgrid, (1: 1:p.no*p.nt*p.nh*p.nz*p.ne)'}, reshape(vh(:, t), p.nat, p.no*p.nt*p.nh*p.nz*p.ne), intmeth, 'linear'); + Vrinterp = griddedInterpolant({p.atgrid, (1: 1: p.nz*p.ne)'}, reshape(vr(:, t), p.nat, p.nz*p.ne), intmeth, 'linear'); + + + % Compute expected value and update vbar + + % 1. Step 1: integrate delta shocks by interpolate value of home and rent (which are functions of atilde) + + vhtemp = p.pidelta(1)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(1)*svht(:, 4), ind3h) + p.pidelta(2)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(2)*svht(:, 4), ind3h); + + vrtemp = Vrinterp((1 + interest(svrt(:,1), p)).*svrt(:,1), ind3r); + + % 2. Step 2: integrate income shocks + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh, Fzz}, vhtemp((i - 1)*p.na*p.no*p.nt*p.nh*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nz)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vrtemp((i - 1)*p.na*p.nz + 1 : i*p.na*p.nz)); + + end + +end + + +simulate + +%return + +switch 'figure5' + +case 'table5' + + +dP = 1; +dR = 0.0175*(1 - 0.2391); + +p.P0 = 1; % old house price +p.rm0 = p.rm; % old mortgage interest rate +p.mbar0 = p.rm/(1 - (1 + p.rm)^(-p.D - 0)); % mortgage payment after modification (only applies to old mortgages) + +p.P1 = dP; % new house price +p.rm1 = ((1 + p.rm)^4 - dR)^(1/4) - 1; % interest rate on new mortgage +p.mbar1 = p.rm1/(1 - (1 + p.rm1)^(-p.D)); % payment on new mortgage + +simulate_new +understand + + +case 'table6ss' + +simulate_liquidity + + +case 'table6up' + +experiment = 1; + +dR = -0.01*(1 - 0.2391); +dP = 1; + +p.P0 = 1; % old house price +p.rm0 = p.rm; % old mortgage interest rate +p.mbar0 = p.rm/(1 - (1 + p.rm)^(-p.D - 0)); % mortgage payment after modification (only applies to old mortgages) + +p.P1 = dP; % new house price +p.rm1 = ((1 + p.rm)^4 - dR)^(1/4) - 1; % interest rate on new mortgage +p.mbar1 = p.rm1/(1 - (1 + p.rm1)^(-p.D)); % payment on new mortgage + +%p.rl = ((1 + p.rl)^4 - dR)^(1/4) - 1; +%p.rh = ((1 + p.rh)^4 - dR)^(1/4) - 1; + + +simulate_ganong + + +case 'table6down' + +experiment = 1; + +dR = +0.01*(1 - 0.2391); +dP = 1; + +p.P0 = 1; % old house price +p.rm0 = p.rm; % old mortgage interest rate +p.mbar0 = p.rm/(1 - (1 + p.rm)^(-p.D - 0)); % mortgage payment after modification (only applies to old mortgages) + +p.P1 = dP; % new house price +p.rm1 = ((1 + p.rm)^4 - dR)^(1/4) - 1; % interest rate on new mortgage +p.mbar1 = p.rm1/(1 - (1 + p.rm1)^(-p.D)); % payment on new mortgage + +%p.rl = ((1 + p.rl)^4 - dR)^(1/4) - 1; +%p.rh = ((1 + p.rh)^4 - dR)^(1/4) - 1; + +simulate_ganong + + +case 'table7' + +simulate_taxrebate + + +case 'table8A' + + dR = 0; + dP = 0.75; + + p.P0 = 1; % old house price + p.rm0 = p.rm; % old mortgage interest rate + p.mbar0 = p.rm/(1 - (1 + p.rm)^(-p.D - 0)); % mortgage payment after modification (only applies to old mortgages) + + p.P1 = dP; % new house price + p.rm1 = ((1 + p.rm)^4 - dR)^(1/4) - 1; % interest rate on new mortgage + p.mbar1 = p.rm1/(1 - (1 + p.rm1)^(-p.D)); % payment on new mortgage + + experiment = 2; + + simulate_ganong + + +case 'table8B' + + dR = 0; + dP = 0.75; + + p.P0 = 1; % old house price + p.rm0 = p.rm; % old mortgage interest rate + p.mbar0 = p.rm/(1 - (1 + p.rm)^(-p.D - 0)); % mortgage payment after modification (only applies to old mortgages) + + p.P1 = dP; % new house price + p.rm1 = ((1 + p.rm)^4 - dR)^(1/4) - 1; % interest rate on new mortgage + p.mbar1 = p.rm1/(1 - (1 + p.rm1)^(-p.D)); % payment on new mortgage + + experiment = 3; + + simulate_ganong + + +case 'figure4' + +simulate_liquidity + + +case 'figure5' + +simulate_taxrebate + +end + + +%{ + + +%simulate_liquidity +%simulate_taxrebate + + +dR = 0.01*(1 - 0.2391); +dP = 1; + +%dR = 0*(1 - 0.2391); +%dP = 0.75; + +p.P0 = 1; % old house price +p.rm0 = p.rm; % old mortgage interest rate +p.mbar0 = p.rm/(1 - (1 + p.rm)^(-p.D - 0)); % mortgage payment after modification (only applies to old mortgages) + +p.P1 = dP; % new house price +p.rm1 = ((1 + p.rm)^4 - dR)^(1/4) - 1; % interest rate on new mortgage +p.mbar1 = p.rm1/(1 - (1 + p.rm1)^(-p.D)); % payment on new mortgage + +%p.rl = ((1 + p.rl)^4 - dR)^(1/4) - 1; +%p.rh = ((1 + p.rh)^4 - dR)^(1/4) - 1; + +p.adjustomega = (p.mbar0/p.mbar)^0; + +%simulate_new + +simulate_ganong + + +%} \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3/start_calibration.m b/42/replication_package/model_replication/Main nu 3/start_calibration.m new file mode 100644 index 0000000000000000000000000000000000000000..a590f1c1cb9ed2ef8d252d60fdf2a32fc57fd995 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3/start_calibration.m @@ -0,0 +1,70 @@ +clear; +clc; + +format short g + +p.beta = 0.985570; +p.alpha = 0.689383; +p.R = 0.011302; +p.phi = 0.928049; % productivity non-market +p.F0m = 0.090571; % fixed cost of refinancing +p.B = 10.106351; % bequest motive +p.r1 = 0.349740; +p.r2 = 9.488797; +p.rh = (1 + 0.015893)^(1/4) - 1; % upper bound on liquid rate + +x = [p.beta; p.alpha; p.R; p.phi; p.F0m; p.B; p.r1; p.r2; (1 + p.rh)^4 - 1]; + +lb = [0.985; 0.67; 0.0111; 0.88; 0.07; 9.7; 0.30; 8; 0.013 ]; +ub = [0.986; 0.71; 0.0115; 0.96; 0.11; 10.6; 0.40; 11; 0.019 ]; + +ftarget = @(x) objective(x); + +% ftarget(x) +% return + +switch 'patternsearch' + + case 'fminsearch' + + disp('fminsearch') + + options = optimset('fminsearch'); + options.Display = 'iter'; + options.TolX = 1e-4; + options.MaxFunEvals = 250; + + x = fminsearchbnd(ftarget, x, lb, ub, options); + + + case 'ga' + + parpool + + disp('ga') + gaoptions = gaoptimset('Display', 'off','UseParallel', 'always', 'InitialPopulation', x'); + x = ga(@(x)ftarget(x), size(x, 1), [], [], [], [], lb, ub, [], gaoptions); + + + case 'particleswarm' + + disp('particleswarm') + + options = optimoptions('particleswarm', 'Display', 'off', 'MaxTime', 10000, 'UseParallel', true, 'InitialSwarm', x', 'SwarmSize', 200); + + x = particleswarm(ftarget, numel(x), lb', ub', options); %this function complains if I give it a structure as input + + + case 'patternsearch' + disp('patternsearch') + + options = optimoptions('patternsearch','Display','off', 'UseParallel', true); + + parpool + + x = patternsearch(ftarget, x, [], [], [], [], lb, ub, [], options); + +end + +x = x(:); + diff --git a/42/replication_package/model_replication/Main nu 3/start_new.m b/42/replication_package/model_replication/Main nu 3/start_new.m new file mode 100644 index 0000000000000000000000000000000000000000..4f96145ed4fbc59346b585c6764602e9d0865988 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3/start_new.m @@ -0,0 +1,135 @@ + + +p.rm = []; +p.mbar = []; + +p.rmgrid = [p.rm0; p.rm1]; +p.Pgrid = [p.P0; p.P1]; +p.mbargrid = [p.mbar0; p.mbar1]; + +p.nr = 2; % number of possible mortgage contracts + + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.atgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.atgrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid); % grid for W functions: made r state variable an index (1, 2), or else doesn't respect monotonicity +swr = gridmake(p.lgrid, p.zgrid); + +svht = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svrt = gridmake(p.agrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nr*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + +ind3h = kron((1:1:p.no*p.nt*p.nh*p.nr*p.nz*p.ne)', ones(p.na, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind3r = kron((1:1: p.nz*p.ne)', ones(p.na, 1)); + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nr*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.nat*p.no*p.nt*p.nh*p.nr*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.nat*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nr*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nr*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + +cmaxh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amin); % c that implies a' = amin +cmaxr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amin); + +cminh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amax); % c that implies a' = amax +cminr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amax); + +cmaxh = repmat(cmaxh, p.no*p.nt*p.nh*p.nr*p.nz, 1); +cmaxr = repmat(cmaxr, p.nz, 1); + +cminh = repmat(cminh, p.no*p.nt*p.nh*p.nr*p.nz, 1); +cminr = repmat(cminr, p.nz, 1); + + +% Terminal value of bequests + +rlh = interest(svbarh(:,1), p); +rlr = interest(svbarr(:,1), p); + +beqh = (1 + rlh).*svbarh(:,1) + (1 - p.Fs).*p.Pgrid(p.nr)*svbarh(:,4) - svbarh(:,2).*svbarh(:,3).*(1 + p.rmgrid(svbarh(:,5))).*p.Pgrid(svbarh(:,5)).*svbarh(:,4); +beqr = (1 + rlr).*svbarr(:,1); + +vbarh(:, p.T + 1) = p.pidelta(1)*p.B*(p.wbar + beqh - p.delta(1).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma) + ... + p.pidelta(2)*p.B*(p.wbar + beqh - p.delta(2).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); + +vbarr(:, p.T + 1) = p.B*(p.wbar + beqr).^(1 - p.sigma)/(1 - p.sigma); + +for t = p.T : -1 : 1 + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + At = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + [~, ~, ~, ~, vr(:,t)] = solveh_new(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', At, Y, znow); + + + % Solve discrete choice problem of homeowners + + At = svh(:,1); + Y = p.lambdat(t)*svh(:,6).*svh(:,7); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat*p.no*p.nt*p.nh*p.nr, 1)), p.ne, 1); % index of z in (a, omega, theta, h, r, z, e) space for owners + rnow = repmat(kron((1: 1 : p.nr)', ones(p.nat*p.no*p.nt*p.nh, 1)), p.nz*p.ne, 1); % index of r in (a, omega, theta, h, r, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.nat*p.no*p.nt, 1)), p.nr*p.nz*p.ne, 1); % index of h in (a, omega, theta, h, r, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.nat*p.no, 1)), p.nh*p.nr*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, r, z, e) space for owners + + + [~, ~, ~, ~, vh(:,t)] = solveh_new(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', At, Y, znow, hnow, tnow, rnow); + + % We need to interpolate to calculate the expected value before the delta shocks are realized, but after the z,e shocks are realized + + Vhinterp = griddedInterpolant({p.atgrid, (1: 1:p.no*p.nt*p.nh*p.nr*p.nz*p.ne)'}, reshape(vh(:, t), p.nat, p.no*p.nt*p.nh*p.nr*p.nz*p.ne), intmeth, 'linear'); + Vrinterp = griddedInterpolant({p.atgrid, (1: 1: p.nz*p.ne)'}, reshape(vr(:, t), p.nat, p.nz*p.ne), intmeth, 'linear'); + + + % Compute expected value and update vbar + + % 1. Step 1: integrate delta shocks by interpolate value of home and rent (which are functions of atilde) + + vhtemp = p.pidelta(1)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(1)*svht(:, 4), ind3h) + p.pidelta(2)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(2)*svht(:, 4), ind3h); + + vrtemp = Vrinterp((1 + interest(svrt(:,1), p)).*svrt(:,1), ind3r); + + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh*p.nr, Fzz}, vhtemp((i - 1)*p.na*p.no*p.nt*p.nh*p.nr*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nr*p.nz)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vrtemp((i - 1)*p.na*p.nz + 1 : i*p.na*p.nz)); + + end + +end + + + diff --git a/42/replication_package/model_replication/Main nu 3/temp.m b/42/replication_package/model_replication/Main nu 3/temp.m new file mode 100644 index 0000000000000000000000000000000000000000..564683f548f6a23ab30b3e99e4827274b53b1627 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3/temp.m @@ -0,0 +1,136 @@ + +% plot value of liquidity as a function of various characteristics + +% 1. Loan to Value + +LTV = Thsim(:, :, 2).*Osim(:,:,2); + +ltv = LTV(ind); + +good = ltv == 0; + +bins = [0; prctile(ltv(ltv > 0), (20:20:100)')]; + +xx = zeros(numel(bins), 1); +yy = xx; + +xx(1) = median(ltv(good)); +yy(1) = mean(max(0, gains(good))); + + +for i = 1 : numel(bins) - 1 + + good = ltv > bins(i) & ltv <= bins(i + 1); + + xx(i+1) = median(ltv(good)); + yy(i+1) = mean(max(0, gains(good))); + +end + +lasst = Asim(:, :, 2)./(Asim(:,:,2) + (1 - Thsim(:, :, 2).*Osim(:, :, 2)).*Hsim(:,:,2)); % liquid assets to wealth +logy = log(Ysim(:, :, 2)); % log income + +pti = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2); +lasst = lasst(ind); +logy = logy(ind); + +% Can we run some regressions? + +yy = min(1, max(0, gains)); +xx = [ltv, lasst, logy]; + +% randomly permute + +shuff = randperm(numel(yy)); + +yy = yy(shuff); +xx = xx(shuff, :); + +yy = yy(1 : 250000); +xx = xx(1 : 250000, :); + +nnet.type = 0; % output layer: 0 if f(x) in -inf, +inf, 1 if f(x) in 0, 1 +nnet.lambda = 0.1; % regularization parameter +nnet.lsize = [size(xx, 2), 25, 1]; % inner matrix: number of neurons in each hidden layer +nnet.afunc = {'tanhh'}; % activation functions in each inner layer + +tic +theta = fitreg([], xx, yy, nnet, 'knitro'); +toc +yyhat = predict(theta, xx, nnet); + +Rsq = 1 - mean((yy - yyhat).^2)/mean((yy - mean(yy)).^2); + + +% Compare to Matlab + +net = fitnet([25], 'trainlm'); + +net.trainParam.epochs = 200; + +net.layers{1}.transferFcn = 'tansig'; % for alternative functions + +net.divideParam.trainRatio = 0.70; +net.divideParam.valRatio = 0.15; +net.divideParam.testRatio = 0.15; + +net.inputs{1}.processFcns = {}; % don't normalize +net.outputs{2}.processFcns = {}; % don't normalize + +%net = configure(net, xx', yy'); +%net = setwb(net, theta); + +tic +net = train(net, xx', yy', 'useParallel','yes','showResources','yes'); +toc + +yyhat2 = net(xx')'; + +theta2 = getwb(net); + +Rsq2 = 1 - mean((yy - yyhat2).^2)/mean((yy - mean(yy)).^2); + +fprintf('\n %6.4f %6.4f \n', [Rsq Rsq2]); + +% plot + +xnode = gridmake(nodeunif(100, 0, p.thetam), median(xx(:,2)), median(xx(:,3))); +ynode = predict(theta, xnode, nnet); +ynode2 = net(xnode')'; + +figure(5) +subplot(2,2,1) + +plot(xnode(:,1), [ynode, ynode2]); + +[xxmed, yymed] = binned_plot(xx(:,1), yy, 10); + +hold on +scatter(xxmed, yymed, 150, 'filled') + +subplot(2,2,2) + +xnode = gridmake(median(xx(:,1)), nodeunif(100, prctile(xx(:,2), 1), prctile(xx(:,2), 99)), median(xx(:,3))); +ynode = predict(theta, xnode, nnet); +ynode2 = net(xnode')'; + +plot(xnode(:,2), [ynode, ynode2]); + +[xxmed, yymed] = binned_plot(xx(:,2), yy, 10); + +hold on +scatter(xxmed, yymed, 150, 'filled') + + +subplot(2,2,3) + +xnode = gridmake(median(xx(:,1)), median(xx(:,2)), nodeunif(100, prctile(xx(:,3), 1), prctile(xx(:,3), 99))); +ynode = predict(theta, xnode, nnet); +ynode2 = net(xnode')'; + +plot(xnode(:,3), [ynode, ynode2]); + +[xxmed, yymed] = binned_plot(xx(:,3), yy, 10); + +hold on +scatter(xxmed, yymed, 150, 'filled') \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3/understand.m b/42/replication_package/model_replication/Main nu 3/understand.m new file mode 100644 index 0000000000000000000000000000000000000000..088f1714b69ae1e54bc09c7a81ce989dfb8c7c78 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3/understand.m @@ -0,0 +1,113 @@ +clc +%{ +ind = 558; +initage = 150; + +dVc = (squeeze(Vallcsim(ind, 4, initage, 1 : S) - Vallcsim(ind, 5, initage, 1 : S)))./squeeze(Ccsim(ind, initage, 1 : S).^(-p.sigma)); +dV = squeeze( Vallsim(ind, 4, initage, 1 : S) - Vallsim(ind, 5, initage, 1 : S))./squeeze(Csim(ind, initage, 1 : S).^(-p.sigma)); + +Pc = squeeze(Pallcsim(ind, 4, initage, 1 : S)); +P = squeeze( Pallsim(ind, 4, initage, 1 : S)); + +Ac = squeeze(Acsim(ind, initage, 1 : S)); +A = squeeze( Asim(ind, initage, 1 : S)); + +LTVc = squeeze(Thcsim(ind, initage, 1 : S).*Ocsim(ind, initage, 1 : S)); +LTV = squeeze( Thsim(ind, initage, 1 : S).* Osim(ind, initage, 1 : S)); + +Y = squeeze( Ysim(ind, initage, 1 : S)); + +Hc = squeeze( Hcsim(ind, initage, 1 : S)); +H = squeeze( Hsim(ind, initage, 1 : S)); + +Cc = squeeze( Ccsim(ind, initage, 1 : S)); +C = squeeze( Csim(ind, initage, 1 : S)); + + + +Sav = p.thetam.*H(2).*(p.mbar0 - p.mbar1); + +fprintf('\n') +fprintf('\n') +fprintf('Savings if refinance in period 2: quarterly, PV at old rm = %9.3f %9.3f \n', [Sav, Sav*(1 - (1 + p.rm0)^(-p.D))/p.rm0]); + +fprintf('\n') +fprintf('\n') +fprintf('%s %s \n', [' Date', ' Gains from Refi', ' Prob Refi', ' Liq Asst', ' LTV', ' House Size', ' Income', ' Consumption']) +fprintf('\n') +fprintf('\n') +fprintf('\t%d %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f \n', [(1 : 1 : S)', dVc, dV, Pc, P, Ac, A, LTVc, LTV, Hc, H, Y, Cc, C, ]') +fprintf('\n') +fprintf('\n') + +%} + +% People who absent utility cost would benefit from refinance + +time = 2; + +% Absent Rate Drop + +borr = Hsim(:, :, time) > 0 & Osim(:, :, time) > 0; + +good = Hsim(:, :, time) > 0 & Osim(:, :, time) > 0 & squeeze((Vallsim(:, 4, :, time) > max(Vallsim(:, [1, 2, 3, 5], :, time), [], 2)) ); + +Vother = squeeze(max(Vallsim(:, [1, 2, 3, 5], :, time), [], 2)); +Vrefi = squeeze(Vallsim(:, 4, :, time)); +Vgap = (Vrefi - Vother)./Csim(:, :, time).^(-p.sigma); +Prefi = squeeze(Pallsim(:, 4, :, time)); +Refi = squeeze(Dsim(:, :, time) == 4); + + + +% After Rate Drop + +borrc = Hcsim(:, :, time) > 0 & Ocsim(:, :, time) > 0; + +goodc = Hcsim(:, :, time) > 0 & Ocsim(:, :, time) > 0 & squeeze((Vallcsim(:, 4, :, time) > max(Vallcsim(:, [1, 2, 3, 5], :, time), [], 2)) ); + +Votherc = squeeze(max(Vallcsim(:, [1, 2, 3, 5], :, time), [], 2)); +Vrefic = squeeze(Vallcsim(:, 4, :, time)); +Vgapc = (Vrefic - Votherc)./Ccsim(:, :, time).^(-p.sigma); +Prefic = squeeze(Pallcsim(:, 4, :, time)); +Refic = squeeze(Dcsim(:, :, time) == 4); + + +fprintf('\n') +fprintf('\n') +fprintf('Table 5 \n') + +fprintf('\n') +fprintf('A. Refinancing in Steady State \n') +fprintf('\n') +fprintf('monetary cost of refinancing, 2016 USD = %9.0f \n', p.F0m*12896); +fprintf('fraction who would refinance absent utility cost = %9.2f \n', sum(good(:))/sum(borr(:))); +fprintf('average welfare gains from refinancing, 2016 USD = %9.0f \n', mean(Vgap(good))*12896 ); +fprintf('fraction who refinance = %9.2f \n', mean(Refi(borr)) ); + + +fprintf('\n') +fprintf('B. Refinancing After Decline in Mortgage Rate \n') +fprintf('\n') +fprintf('decline in pre-tax mortgage rate = %9.2f \n', dR/(1 - 0.2391)*100); +fprintf('\n') + +fprintf('fraction who would refinance absent utility cost = %9.2f \n', sum(goodc(:))/sum(borrc(:))); +fprintf('average welfare gains from refinancing, 2016 USD = %9.0f \n', mean(Vgapc(goodc))*12896); +%fprintf('Proportion of those that benefit who refinance = %9.2f \n', mean(Refic(goodc))); + + + +% Naive measure of benefit from refinancing: +% Is PV of savings (discounted at old rate) above the cost of borrowing + +PVgains = Osim(:,:, time).*Thsim(:, :, time).*Hsim(:, :, time).*((p.mbar0 - p.mbar1)*(1 - (1 + p.rm0)^(-p.D))/p.rm0 - p.F1m) - p.F0m; + +goodc = PVgains > 0; +fprintf('\n') + +fprintf('fraction with positive savings from refinancing = %9.2f\n', sum(goodc(:))/sum(borrc(:))); +fprintf('average savings from refinancing, 2016 USD = %9.0f\n', mean(PVgains(goodc))*12896); +fprintf('\n') + +fprintf('fraction who refinance = %9.2f\n', mean(Refic(borrc))); diff --git a/42/replication_package/model_replication/Main nu 3/vec.m b/42/replication_package/model_replication/Main nu 3/vec.m new file mode 100644 index 0000000000000000000000000000000000000000..b979fb42e34c27aebf07fa2dc3437ae650f79efe --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3/vec.m @@ -0,0 +1,3 @@ +function y = vec(x) + +y = x(:); \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu 3/wfunc.m b/42/replication_package/model_replication/Main nu 3/wfunc.m new file mode 100644 index 0000000000000000000000000000000000000000..2d3afefcae58a2425a33b17cdea93a89c5e726df --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3/wfunc.m @@ -0,0 +1,19 @@ +function v = wfunc(c, s, ind2, EV, p, type) + + +[~, aprime] = savings(c, s, p, type); + + +if strcmp(type, 'h') + +v = c.^(1 - p.sigma)/(1 - p.sigma) + p.alpha*s(:,4).^(1 - p.sigma)/(1 - p.sigma) - ... + p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*c.^(-p.sigma*(1 + 1/p.gamma)) + p.beta*EV(aprime, ind2); + +else + +v = (1 + p.alpha^(1/p.sigma)*p.R^(1 - 1/p.sigma))*c.^(1 - p.sigma)/(1 - p.sigma) - ... + p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*c.^(-p.sigma*(1 + 1/p.gamma)) + p.beta*EV(aprime, ind2); + +end + + diff --git a/42/replication_package/model_replication/Main nu 3/wprctile.m b/42/replication_package/model_replication/Main nu 3/wprctile.m new file mode 100644 index 0000000000000000000000000000000000000000..10cd9b35a60450821315b9d60706a9048a8806e5 --- /dev/null +++ b/42/replication_package/model_replication/Main nu 3/wprctile.m @@ -0,0 +1,195 @@ +function y = wprctile(X,p,varargin) +%WPRCTILE Returns weighted percentiles of a sample with six algorithms. +% The idea is to give more emphasis in some examples of data as compared to +% others by giving more weight. For example, we could give lower weights to +% the outliers. The motivation to write this function is to compute percentiles +% for Monte Carlo simulations where some simulations are very bad (in terms of +% goodness of fit between simulated and actual value) than the others and to +% give the lower weights based on some goodness of fit criteria. +% +% USAGE: +% y = WPRCTILE(X,p) +% y = WPRCTILE(X,p,w) +% y = WPRCTILE(X,p,w,type) +% +% INPUT: +% X - vector or matrix of the sample data +% p - scalar or a vector of percent values between 0 and 100 +% +% w - positive weight vector for the sample data. Length of w must be +% equal to either number of rows or columns of X. If X is matrix, same +% weight vector w is used for all columns (DIM=1)or for all rows +% (DIM=2). If the weights are equal, then WPRCTILE is same as PRCTILE. +% +% type - an integer between 4 and 9 selecting one of the 6 quantile algorithms. +% Type 4: p(k) = k/n. That is, linear interpolation of the empirical cdf. +% Type 5: p(k) = (k-0.5)/n. That is a piecewise linear function where +% the knots are the values midway through the steps of the +% empirical cdf. This is popular amongst hydrologists. (default) +% PRCTILE also uses this formula. +% Type 6: p(k) = k/(n+1). Thus p(k) = E[F(x[k])]. +% This is used by Minitab and by SPSS. +% Type 7: p(k) = (k-1)/(n-1). In this case, p(k) = mode[F(x[k])]. +% This is used by S. +% Type 8: p(k) = (k-1/3)/(n+1/3). Then p(k) =~ median[F(x[k])]. +% The resulting quantile estimates are approximately +% median-unbiased regardless of the distribution of x. +% Type 9: p(k) = (k-3/8)/(n+1/4). The resulting quantile estimates are +% approximately unbiased for the expected order statistics +% if x is normally distributed. +% +% Interpolating between the points pk and X(k) gives the sample +% quantile. Here pk is plotting position and X(k) is order statistics of +% x such that x(k)< x(k+1) < x(k+2)... +% +% OUTPUT: +% y - percentiles of the values in X +% When X is a vector, y is the same size as p, and y(i) contains the +% P(i)-th percentile. +% When X is a matrix, WPRCTILE calculates percentiles along dimension DIM +% which is based on: if size(X,1) == length(w), DIM = 1; +% elseif size(X,2) == length(w), DIM = 2; +% +% EXAMPLES: +% w = rand(1000,1); +% y = wprctile(x,[2.5 25 50 75 97.5],w,5); +% % here if the size of x is 1000-by-50, then y will be size of 6-by-50 +% % if x is 50-by-1000, then y will be of the size of 50-by-6 +% +% Please note that this version of WPRCTILE will not work with NaNs values and +% planned to update in near future to handle NaNs values as missing values. +% +% References: Rob J. Hyndman and Yanan Fan, 1996, Sample Quantiles in Statistical +% Package, The American Statistician, 50, 4. +% +% HISTORY: +% version 1.0.0, Release 2007/10/16: Initial release +% version 1.1.0, Release 2008/04/02: Implementation of other 5 algorithms and +% other minor improvements of code +% +% +% I appreciate the bug reports and suggestions. +% See also: PRCTILE (Statistical Toolbox) + +% Author: Durga Lal Shrestha +% UNESCO-IHE Institute for Water Education, Delft, The Netherlands +% eMail: durgals@hotmail.com +% Website: http://www.hi.ihe.nl/durgalal/index.htm +% Copyright 2004-2007 Durga Lal Shrestha. +% $First created: 16-Oct-2007 +% $Revision: 1.1.0 $ $Date: 02-Apr-2008 13:40:29 $ + +% *********************************************************************** + +%% Input arguments check + +% error(nargchk(2,4,nargin)) +% if ~isvector(p) || numel(p) == 0 +% error('wprctile:BadPercents', ... +% 'P must be a scalar or a non-empty vector.'); +% elseif any(p < 0 | p > 100) || ~isreal(p) +% error('wprctile:BadPercents', ... +% 'P must take real values between 0 and 100'); +% end +% if ndims(X)>2 +% error('wprctile:InvalidNumberofDimensions','X Must be 2D.') +% end + + +% Default weight vector +if isvector(X) + w = ones(length(X),1); +else + w = ones(size(X,1),1); % works as dimension 1 +end +type = 5; + +if nargin > 2 + if ~isempty(varargin{1}) + w = varargin{1}; % weight vector + end + if nargin >3 + type = varargin{2}; % type to compute quantile + end +end + +if ~isvector(w)|| any(w<0) + error('wprctile:InvalidWeight', ... + 'w must vecor and values should be greater than 0'); +end + +% Check if there are NaN in any of the input +nans = isnan(X); +if any(nans(:)) || any(isnan(p))|| any(isnan(w)) + error('wprctile:NaNsInput',['This version of WPRCTILE will not work with ' ... + 'NaNs values in any input and planned to update in near future to ' ... + 'handle NaNs values as missing values.']); +end +%% Figure out which dimension WPRCTILE will work along using weight vector w + +n = length(w); +[nrows, ncols] = size(X); +if nrows==n + dim = 1; +elseif ncols==n + dim = 2; +else + error('wprctile:InvalidDimension', ... + 'length of w must be equal to either number of rows or columns of X'); +end + +%% Work along DIM = 1 i.e. columswise, convert back later if needed using tflag + +tflag = false; % flag to note transpose +if dim==2 + X = X'; + tflag = true; +end +ncols = size(X,2); +np = length(p); +y = zeros(np,ncols); + +% Change w to column vector +w = w(:); + +% normalise weight vector such that sum of the weight vector equals to n +w = w*n/sum(w); + +%% Work on each column separately because of weight vector + +for i=1:ncols + [sortedX, ind] = sort(X(:,i)); % sort the data + sortedW = w(ind); % rearrange the weight according to ind + k = cumsum(sortedW); % cumulative weight + switch type % different algorithm to compute percentile + case 4 + pk = k/n; + case 5 + pk = (k-sortedW/2)/n; + case 6 + pk = k/(n+1); + case 7 + pk = (k-sortedW)/(n-1); + case 8 + pk = (k-sortedW/3)/(n+1/3); + case 9 + pk = (k-sortedW*3/8)/(n+1/4); + otherwise + error('wprctile:InvalidType', ... + 'Integer to select one of the six quantile algorithm should be between 4 to 9.') + end + + % to avoid NaN for outside the range, the minimum or maximum values in X are + % assigned to percentiles for percent values outside that range. + q = [0;pk;1]; + xx = [sortedX(1); sortedX; sortedX(end)]; + + % Interpolation between q and xx for given value of p + y(:,i) = interp1q(q,xx,p(:)./100); +end + +%% Transpose data back for DIM = 2 to the orginal dimension of X +% if p is row vector and X is vector then return y as row vector +if tflag || (min(size(X))==1 && size(p,1)==1) + y=y'; +end \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu infinity/binned_plot.m b/42/replication_package/model_replication/Main nu infinity/binned_plot.m new file mode 100644 index 0000000000000000000000000000000000000000..20128809df75feb0ca5e47ce1bce4356c78f3d5a --- /dev/null +++ b/42/replication_package/model_replication/Main nu infinity/binned_plot.m @@ -0,0 +1,283 @@ + +function [x_med_out,y_med,y_low,y_high] = binned_plot(x,y,varargin) +% BINNED_PLOT binned scatter plot +% +% BINNED_PLOT(X,Y) splits vector X into bins of aproximately equal size, +% and plots each median against the median of the corresponding Y-values, +% as well as their inter-quartile range. X and Y must have the same +% number of rows or columns. +% +% BINNED_PLOT(X,Y,NUM_BINS) also specifies the (maximum) number of bins. +% +% +% [X_MED,Y_MED,Y_LOW,Y_HIGH] = BINNED_PLOT(...) returns the median of the +% X-bin, the median, lower and upper quartile of the corresponding Y-values +% +% Additional properties can be set as attribute-value pairs: +% - 'y_range' : specifies the width of the Y-band (range 0 .. 0.5; +% e.g., 0.5 plots the range between maxima and minima); +% default: 0.25 +% - 'y_mean_std' : plot means and standard deviations instead of medians +% and quartiles ['on','off'] +% - 'style' : plotting style (same options as in plot command) +% - 'density' : transparency corresponds to the number of points in +% the shaded area ['on','off'] +% - 'transparency' : transparency of filled range (for non-density plots) +% - 'transparency_min': minimum transparency of filled range (for density plots) +% - 'transparency_max': maximum transparency of filled range (for density plots) +% +% +% Example: +% x=0:0.1:20; +% y=[sin(x); cos(x)] + randn(2,201); +% binned_plot(x,y) +% + +% Stefan Schroedl +% 04/07/2008 + +optargin = size(varargin,2); +stdargin = nargin - optargin; + +if (stdargin<2) + error('at least two arguments required') +end + + +% defaults for optional arguments +num_bins = []; +y_range = []; +style = []; +y_mean_std = 0; +transparency = 0.1; +transparency_max = 0.6; +transparency_min = 0.1; +density_transparency = 0; + +% parse optional arguments +i=1; +while (i <= optargin) + if (i==1 && isnumeric(varargin{i})) + num_bins = varargin{i}; % interpret as number of bins + i = i + 1; + elseif (strcmp(varargin{i},'style') && i < optargin) + style = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'y_range') && i < optargin) + y_range = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'transparency') && i < optargin) + transparency = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'transparency_max') && i < optargin) + transparency_max = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'transparency_min') && i < optargin) + transparency_min = varargin{i+1}; + i = i + 2; + elseif (strcmp(varargin{i},'y_mean_std') && i < optargin) + if (strcmp(varargin{i+1},'on')) + y_mean_std = 1; + elseif (strcmp(varargin{i+1},'off')) + y_mean_std = 0; + else + error('unrecognized option for y_mean_std, should be [on/off]'); + end + i = i + 2; + elseif (strcmp(varargin{i},'density') && i < optargin) + if (strcmp(varargin{i+1},'on')) + density_transparency = 1; + elseif (strcmp(varargin{i+1},'off')) + density_transparency = 0; + else + error('unrecognized option for density, should be [on/off]'); + end + i = i + 2; + elseif (ischar(varargin{i})) + error('unrecognized attribute: %s', varargin{i}); + else + error('at most three arguments expected'); + end +end + +if (transparency_min >= transparency_max) + error('transparency_min should be smaller than transparency_max'); +end + +% determine input matrix sizes +[nx,mx] = size(x); +[ny,my] = size(y); + +if nx > 1 && mx > 1 + error('first argument must be a vector'); +end + +% adjust matrices to be column vectors + +if mx>1 + % transpose + x = x(:); + nx = mx; + mx = 1; +end + +if my == nx + % transpose + y = y'; + [ny,my] = size(y); +else + if ny ~= nx + error('first and second arguments must have either same number of rows or columns'); + end +end + + +if isempty(num_bins) + num_bins = max( min(length(x),3), floor(sqrt(length(x)-1))-1); % default heuristic for number of bins +else if ~isnumeric(num_bins) + db error('third argument num_bins must be numeric'); + end +end + +if isempty(y_range) + y_range = 0.25; % default: quartile +end + +if isempty(style) + style = ''; % no style specified +end + +% determine colors and markers +colors = repmat('b',1,my); +noColSpec = cell(1,my); +for i=1:my + [colors(i),noColSpec{i}] = getColorSpec(style,i); +end + +% x quantiles +qvals = 0:(1/num_bins):(1-1/num_bins); +x_quant = quantile(x,[qvals 1]); + +% remove identical bins +x_quant = sort(unique(x_quant)); + +% due to interpolation, some bins can still be empty +x_quant2 = x_quant; +x_quant = x_quant(1); +count_bin = length(find(x>x_quant2(1))); +for i=2:length(x_quant2) + count_bin2 = length(find(x>x_quant2(i))); + if count_bin2 ~= count_bin + x_quant = [x_quant x_quant2(i)]; + end + count_bin = count_bin2; +end + +% preallocate outputs +x_med = zeros(length(x_quant)-1,1); +y_med = zeros(length(x_quant)-1,my); +y_low = zeros(length(x_quant)-1,my); +y_high = zeros(length(x_quant)-1,my); + +% desired y range + +for i = 1:length(x_quant)-1 + idx = x >= x_quant(i) & (x < x_quant(i+1)); + if (~y_mean_std) + + q = quantile(y(idx,:),[0.5-y_range 0.5 0.5 + y_range]); + % hack for quantile output dim + if my == 1 + q = q'; + end + y_low(i,:) = q(1,:); + y_med(i,:) = q(2,:); + y_high(i,:) = q(3,:); + x_med(i) = median(x(idx)); + else + % use mean and std dev + m = mean(y(idx,:)); + s = std(y(idx,:)); + y_med(i,:) = m; + y_low(i,:) = m-s; + y_high(i,:) = m+s; + x_med(i) = mean(x(idx)); + end +end + +if (nargout == 0) + hold_mode = ishold; + x_min = x_quant(1); + x_max = x_quant(end); + for i=1:my + inner_spec = strcat(colors(i), noColSpec{i}); + + if(~density_transparency) + % fill between quartiles + xpoints=[x_min; x_med; x_max; x_max; flipud(x_med); x_min ]; + ypoints=[y_high([ 1 1:end end],i); flipud(y_low([1 1:end end],i)) ]; + fillhandle=fill(xpoints,ypoints,colors(i)); + set(fillhandle,'EdgeColor',colors(i),'FaceAlpha',transparency,'EdgeAlpha',transparency); %set transparency + else + % precompute trapezoids, areas + xpoints = zeros(4,length(x_med)+1); + ypoints = zeros(4,length(x_med)+1); + area_fill = zeros(1,length(x_med)+1); + + xpoints(:,1) = [x_min; x_med(1); x_med(1); x_min]; + ypoints(:,1) = [y_high(1,i); y_high(1,i); y_low(1,i); y_low(1,i)]; + area_fill(1) = (xpoints(2,1)-xpoints(1,1))*(ypoints(1,1)-ypoints(4,1)+ypoints(2,1)-ypoints(3,1))/2; + + for j=1:(length(x_med)-1) + xpoints(:,j+1) = [x_med(j); x_med(j+1); x_med(j+1); x_med(j)]; + ypoints(:,j+1) = [y_high(j,i); y_high(j+1,i); y_low(j+1,i); y_low(j,i)]; + area_fill(j+1) = (xpoints(2,j+1)-xpoints(1,j+1))*(ypoints(1,j+1)-ypoints(4,j+1)+ypoints(2,j+1)-ypoints(3,j+1))/2; + end + + xpoints(:,end) = [x_med(end); x_max; x_max; x_med(end)]; + ypoints(:,end) = [y_high(end,i); y_high(end,i); y_low(end,i); y_low(end,i)]; + area_fill(end) = (xpoints(2,end)-xpoints(1,end))*(ypoints(1,end)-ypoints(4,end)+ypoints(2,end)-ypoints(3,end))/2; + + area_max = max(area_fill); + area_min = min(area_fill); + area_range = area_max - area_min; + if (area_range == 0) + area_range = 1; + end + transparency_range = transparency_max - transparency_min; + % scale transparency according to density (i.e., inversely + % proportional to trapezoid area) + transp_mod = transparency_max - (area_fill - area_min) .* transparency_range ./ area_range; + for j=1:(length(x_med)+1) + fillhandle=fill(xpoints(:,j),ypoints(:,j),colors(i),'LineStyle','none'); + hold on; + set(fillhandle,'EdgeColor',colors(i),'FaceAlpha',transp_mod(j),'EdgeAlpha',transp_mod(j)); % set transparency + end + end + % plot median line + hold on; + plot(x_med,y_med(:,i),inner_spec); + end + + % restore old hold mode + if hold_mode == 0 + hold off; + end +else + x_med_out = x_med; +end + +% auxiliary function to retrieve color specification (if any) and remainder +function [color,noColSpec] = getColorSpec(s,i) +colors = 'bgrcmykw'; +color=colors(mod(i-1,8) + 1); % default color cycle +noColSpec = '-'; % default line style +if (~isempty(s)) + idx=ismember(s,colors); + if any(~idx) + noColSpec=s(~idx); + end + if any(idx) + color=s(idx(1)); + end +end diff --git a/42/replication_package/model_replication/Main nu infinity/findtransfer.m b/42/replication_package/model_replication/Main nu infinity/findtransfer.m new file mode 100644 index 0000000000000000000000000000000000000000..6d6ddcbdd81c2105defa6003af3228d601bcdce8 --- /dev/null +++ b/42/replication_package/model_replication/Main nu infinity/findtransfer.m @@ -0,0 +1,4 @@ +function y = findtransfer(a, rhs, p) + + +y = (1 + interest(a, p)).*a - rhs; \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu infinity/fminsearchbnd.m b/42/replication_package/model_replication/Main nu infinity/fminsearchbnd.m new file mode 100644 index 0000000000000000000000000000000000000000..0448eae0f278145737a4c58ef211062d09896afc --- /dev/null +++ b/42/replication_package/model_replication/Main nu infinity/fminsearchbnd.m @@ -0,0 +1,307 @@ +function [x,fval,exitflag,output] = fminsearchbnd(fun,x0,LB,UB,options,varargin) +% FMINSEARCHBND: FMINSEARCH, but with bound constraints by transformation +% usage: x=FMINSEARCHBND(fun,x0) +% usage: x=FMINSEARCHBND(fun,x0,LB) +% usage: x=FMINSEARCHBND(fun,x0,LB,UB) +% usage: x=FMINSEARCHBND(fun,x0,LB,UB,options) +% usage: x=FMINSEARCHBND(fun,x0,LB,UB,options,p1,p2,...) +% usage: [x,fval,exitflag,output]=FMINSEARCHBND(fun,x0,...) +% +% arguments: +% fun, x0, options - see the help for FMINSEARCH +% +% LB - lower bound vector or array, must be the same size as x0 +% +% If no lower bounds exist for one of the variables, then +% supply -inf for that variable. +% +% If no lower bounds at all, then LB may be left empty. +% +% Variables may be fixed in value by setting the corresponding +% lower and upper bounds to exactly the same value. +% +% UB - upper bound vector or array, must be the same size as x0 +% +% If no upper bounds exist for one of the variables, then +% supply +inf for that variable. +% +% If no upper bounds at all, then UB may be left empty. +% +% Variables may be fixed in value by setting the corresponding +% lower and upper bounds to exactly the same value. +% +% Notes: +% +% If options is supplied, then TolX will apply to the transformed +% variables. All other FMINSEARCH parameters should be unaffected. +% +% Variables which are constrained by both a lower and an upper +% bound will use a sin transformation. Those constrained by +% only a lower or an upper bound will use a quadratic +% transformation, and unconstrained variables will be left alone. +% +% Variables may be fixed by setting their respective bounds equal. +% In this case, the problem will be reduced in size for FMINSEARCH. +% +% The bounds are inclusive inequalities, which admit the +% boundary values themselves, but will not permit ANY function +% evaluations outside the bounds. These constraints are strictly +% followed. +% +% If your problem has an EXCLUSIVE (strict) constraint which will +% not admit evaluation at the bound itself, then you must provide +% a slightly offset bound. An example of this is a function which +% contains the log of one of its parameters. If you constrain the +% variable to have a lower bound of zero, then FMINSEARCHBND may +% try to evaluate the function exactly at zero. +% +% +% Example usage: +% rosen = @(x) (1-x(1)).^2 + 105*(x(2)-x(1).^2).^2; +% +% fminsearch(rosen,[3 3]) % unconstrained +% ans = +% 1.0000 1.0000 +% +% fminsearchbnd(rosen,[3 3],[2 2],[]) % constrained +% ans = +% 2.0000 4.0000 +% +% See test_main.m for other examples of use. +% +% +% See also: fminsearch, fminspleas +% +% +% Author: John D'Errico +% E-mail: woodchips@rochester.rr.com +% Release: 4 +% Release date: 7/23/06 + +% size checks +xsize = size(x0); +x0 = x0(:); +n=length(x0); + +if (nargin<3) || isempty(LB) + LB = repmat(-inf,n,1); +else + LB = LB(:); +end +if (nargin<4) || isempty(UB) + UB = repmat(inf,n,1); +else + UB = UB(:); +end + +if (n~=length(LB)) || (n~=length(UB)) + error 'x0 is incompatible in size with either LB or UB.' +end + +% set default options if necessary +if (nargin<5) || isempty(options) + options = optimset('fminsearch'); +end + +% stuff into a struct to pass around +params.args = varargin; +params.LB = LB; +params.UB = UB; +params.fun = fun; +params.n = n; +% note that the number of parameters may actually vary if +% a user has chosen to fix one or more parameters +params.xsize = xsize; +params.OutputFcn = []; + +% 0 --> unconstrained variable +% 1 --> lower bound only +% 2 --> upper bound only +% 3 --> dual finite bounds +% 4 --> fixed variable +params.BoundClass = zeros(n,1); +for i=1:n + k = isfinite(LB(i)) + 2*isfinite(UB(i)); + params.BoundClass(i) = k; + if (k==3) && (LB(i)==UB(i)) + params.BoundClass(i) = 4; + end +end + +% transform starting values into their unconstrained +% surrogates. Check for infeasible starting guesses. +x0u = x0; +k=1; +for i = 1:n + switch params.BoundClass(i) + case 1 + % lower bound only + if x0(i)<=LB(i) + % infeasible starting value. Use bound. + x0u(k) = 0; + else + x0u(k) = sqrt(x0(i) - LB(i)); + end + + % increment k + k=k+1; + case 2 + % upper bound only + if x0(i)>=UB(i) + % infeasible starting value. use bound. + x0u(k) = 0; + else + x0u(k) = sqrt(UB(i) - x0(i)); + end + + % increment k + k=k+1; + case 3 + % lower and upper bounds + if x0(i)<=LB(i) + % infeasible starting value + x0u(k) = -pi/2; + elseif x0(i)>=UB(i) + % infeasible starting value + x0u(k) = pi/2; + else + x0u(k) = 2*(x0(i) - LB(i))/(UB(i)-LB(i)) - 1; + % shift by 2*pi to avoid problems at zero in fminsearch + % otherwise, the initial simplex is vanishingly small + x0u(k) = 2*pi+asin(max(-1,min(1,x0u(k)))); + end + + % increment k + k=k+1; + case 0 + % unconstrained variable. x0u(i) is set. + x0u(k) = x0(i); + + % increment k + k=k+1; + case 4 + % fixed variable. drop it before fminsearch sees it. + % k is not incremented for this variable. + end + +end +% if any of the unknowns were fixed, then we need to shorten +% x0u now. +if k<=n + x0u(k:n) = []; +end + +% were all the variables fixed? +if isempty(x0u) + % All variables were fixed. quit immediately, setting the + % appropriate parameters, then return. + + % undo the variable transformations into the original space + x = xtransform(x0u,params); + + % final reshape + x = reshape(x,xsize); + + % stuff fval with the final value + fval = feval(params.fun,x,params.args{:}); + + % fminsearchbnd was not called + exitflag = 0; + + output.iterations = 0; + output.funcCount = 1; + output.algorithm = 'fminsearch'; + output.message = 'All variables were held fixed by the applied bounds'; + + % return with no call at all to fminsearch + return +end + +% Check for an outputfcn. If there is any, then substitute my +% own wrapper function. +if ~isempty(options.OutputFcn) + params.OutputFcn = options.OutputFcn; + options.OutputFcn = @outfun_wrapper; +end + +% now we can call fminsearch, but with our own +% intra-objective function. +[xu,fval,exitflag,output] = fminsearch(@intrafun,x0u,options,params); + +% undo the variable transformations into the original space +x = xtransform(xu,params); + +% final reshape to make sure the result has the proper shape +x = reshape(x,xsize); + +% Use a nested function as the OutputFcn wrapper + function stop = outfun_wrapper(x,varargin); + % we need to transform x first + xtrans = xtransform(x,params); + + % then call the user supplied OutputFcn + stop = params.OutputFcn(xtrans,varargin{1:(end-1)}); + + end + +end % mainline end + +% ====================================== +% ========= begin subfunctions ========= +% ====================================== +function fval = intrafun(x,params) +% transform variables, then call original function + +% transform +xtrans = xtransform(x,params); + +% and call fun +fval = feval(params.fun,reshape(xtrans,params.xsize),params.args{:}); + +end % sub function intrafun end + +% ====================================== +function xtrans = xtransform(x,params) +% converts unconstrained variables into their original domains + +xtrans = zeros(params.xsize); +% k allows some variables to be fixed, thus dropped from the +% optimization. +k=1; +for i = 1:params.n + switch params.BoundClass(i) + case 1 + % lower bound only + xtrans(i) = params.LB(i) + x(k).^2; + + k=k+1; + case 2 + % upper bound only + xtrans(i) = params.UB(i) - x(k).^2; + + k=k+1; + case 3 + % lower and upper bounds + xtrans(i) = (sin(x(k))+1)/2; + xtrans(i) = xtrans(i)*(params.UB(i) - params.LB(i)) + params.LB(i); + % just in case of any floating point problems + xtrans(i) = max(params.LB(i),min(params.UB(i),xtrans(i))); + + k=k+1; + case 4 + % fixed variable, bounds are equal, set it at either bound + xtrans(i) = params.LB(i); + case 0 + % unconstrained variable. + xtrans(i) = x(k); + + k=k+1; + end +end + +end % sub function xtransform end + + + + + diff --git a/42/replication_package/model_replication/Main nu infinity/interest.m b/42/replication_package/model_replication/Main nu infinity/interest.m new file mode 100644 index 0000000000000000000000000000000000000000..a803c11bf639587df429cae019dec0baa5772085 --- /dev/null +++ b/42/replication_package/model_replication/Main nu infinity/interest.m @@ -0,0 +1,4 @@ +function rl = interest(A, p) + +rl = 1./(1 + exp(-p.r1*(A - p.r2)))*(p.rh - p.rl) + p.rl; + diff --git a/42/replication_package/model_replication/Main nu infinity/kronm.m b/42/replication_package/model_replication/Main nu infinity/kronm.m new file mode 100644 index 0000000000000000000000000000000000000000..37c3ef55e11a041e1c9332397e1f90c086a49983 --- /dev/null +++ b/42/replication_package/model_replication/Main nu infinity/kronm.m @@ -0,0 +1,113 @@ +function x = kronm(Q,x) + +% Fast Kronecker matrix multiplication, for both full and sparse matrices +% of any size. Never computes the actual Kronecker matrix and omits +% multiplication by identity matrices. +% y = kronm(Q,x) computes +% y = (Q{k} kron ... Q{2} kron Q{1})*x +% If Q contains only two matrices and x is a vector, the code uses the +% identity +% ( Q{2} kron Q{1} )*vec(X) = vec(Q{1}*X*Q{2}'), +% where vec(X)=x. If Q contains more than two matrices and/or if x has more +% than one column, the algorithm uses a generalized form of this identity. +% The idea of the algorithm is to see x as a multi-dimensional array and to +% apply the linear maps Q{i} separately for each dimension i. If Q contains +% just one matrix, the function returns the regular matrix product Q{1}*x. +% +% Inputs: +% Q: 1-by-k cell array containing k matrices of arbitrary size +% (can be sparse). Denote by R(i) the number of rows of Q{i}, and +% by C(i) the number of columns. Alternatively, Q{i} may also be +% a scalar qi. This is interpreted as the qi-by-qi identity +% matrix. Hand over identity matrices in this fashion for optimal +% performance. +% x: Matrix of size CC-by-m, where CC=C(1)*...*C(k). +% +% Output: Matrix of size RR-by-m, where RR=R(1)*...*R(k). +% +% +% Example: +% R = [60, 30, 20]; % Number of rows for matrices Q{1},Q{2},Q{3}. +% C = [55, 25, 15]; % Number of columns of matrices Q{i}. +% m = 5; % Number of columns of x. +% Q = cell(1,length(R)); % Create cell with sparse random matrices +% for i=1:length(R) % of density 0.05. +% Q{i} = sprand(R(i),C(i),0.05); +% end +% x = rand(prod(C),m); % Random matrix x with C(1)*C(2)*C(3) rows. +% y = kron(Q{3},kron(Q{2},Q{1}))*x; +% % Matlab's Kronecker multiplication... +% yy= kronm(Q,x); % and kronm... +% norm(y-yy) % ... give the same result up to +% % computational error. +% +% +% Version: 6-Oct-2015 +% Author: Matthias Kredler (Universidad Carlos III de Madrid) +% mkredler@eco.uc3m.es +% Acknowledgement: +% This code follows the same idea as 'kronmult' by Paul G. Constantine & +% David F. Gleich (Stanford, 2009). However, I avoid loops and allow for +% non-square inputs Q{i}. I have also included the special treatment for +% identity matrices. + +m = size(x,2); % Obtain number of columns in input. +k = length(Q); % Number of matrices in Q. +R = zeros(1,k); % Vector for number of rows of, +C = zeros(1,k); % Q-matrices and for number of columns. +comp = true(1,k); % Check if we have to multiply by Q{i}. +for i=1:k + if isscalar(Q{i}) % If input Q{i} is a scalar, don't + comp(i) = false; % have to multiply in this dimension. + R(i) = Q{i}; % Read in number of rows and columns. + C(i) = Q{i}; + else % Otherwise, read out size of the + [R(i),C(i)] = size(Q{i}); % matrix. + end +end + +xsiz = [C,m]; % Will constantly change dimension of x. + % xsiz is the current size, when x is + % reshaped to array of dim. + % C(1),C(2),...,C(k),m. + +if comp(1) % Start with first Kronecker product, + x = Q{1}*reshape(x,[C(1),prod(xsiz)/C(1)]); + % leave out if Q{i} is identity. + xsiz(1) = R(1); % Replace size of dimension 1. +end % (Don't do this in loop below --> save + % time on reshapes and permutes) +if k>1 && m==1 % If Q has just one element, we're done. + if comp(k) % If x was a column vector, do the last + x = reshape(x,[prod(xsiz)/C(k),C(k)]) *Q{k}' ; + xsiz(k) = R(k); % Kronecker product by matrix + end % post-multiplication to save time on + % reshapes and permutes. + loopTo = k-1; % Will only have to loop up to + % dimension k-1 below. +else % If x is a matrix, have to loop over + loopTo = k; % all dimensions. +end + +if k>2 || m>1 % Now loop over remaining dimensions, + x = reshape(x,xsiz); % inf any. Reshape x into an array of + for i=2:loopTo % dimension R(1),C(2),...,C(k)or R(k),m. + if comp(i) % If Q{i} is not identity: Create + dims = 1:k+1; % vector to re-shuffle dimensions. + dims(i) = []; % Put dimension i first (by permute), + dims = [i, dims]; %#ok % e.g. order [2,1,3,4,5] + % for i=2 and k=4. Turn off Matlab's + % warning for size change. + Xmat = reshape( permute(x,dims), [C(i), prod(xsiz)/C(i)] ); + % Then bring array into matrix with + Xmat = Q{i}*Xmat; % N(i) rows, ex: N(2)-by-N(1)*N(3)*... + % *N(4)*m and multiply by Q{i}. + xsiz(i) = R(i); % Changed dimensionality of x. + x = ipermute( reshape(Xmat,[R(i), xsiz(dims(2:k+1))]), dims ); + end % Reshape back to array, ex: to dim. + end % N(2),N(1),N(3),N(4),m, and inverse- + % permute to go back to orginal array, +end % ex: dim. N(1),N(2),N(3),N(4),m. + +x = reshape(x,[prod(R),m]); % Then give back result as matrix. + diff --git a/42/replication_package/model_replication/Main nu infinity/lookup1.m b/42/replication_package/model_replication/Main nu infinity/lookup1.m new file mode 100644 index 0000000000000000000000000000000000000000..b1505d4dd7ab85ad6022be69430658f336d97116 --- /dev/null +++ b/42/replication_package/model_replication/Main nu infinity/lookup1.m @@ -0,0 +1,71 @@ +% LOOKUP Performs a table lookup. +% USAGE +% ind=lookup(tabvals,x,endadj); +% INPUTS +% tabvals : a sorted vector of n values +% x : an array of values +% endadj : a optional endpoint adjustment: 0, 1, 2 or 3. +% OUTPUT +% ind : an array (same size as x) of indices from 1 to n +% +% Returns an array of size(x) with element (i,j) equal to +% max k: x(i,j)>=tabvals(k) +% +% Optional endpoint adjustments: +% 0: no adjustments +% 1: values of x < min(tabvals) will return +% length(tabvals=tabvals(1)) +% 2: values of x > max(tabvals) will return +% m-length(tabvals=tabvals(end)) +% 3: adjustments 1 and 2 will be performed +% +% With endadj=3 all the indices are between 1 and n-1 +% To find the nearest table value to each x use: +% ind = lookup(tabvals,x,3); +% ind = ind + (x-tabvals(ind) > tabvals(ind+1)-x); +% nearest = tabvals(ind); +% +% Coded in C. + +% Copyright (c) 1997-2000, Paul L. Fackler & Mario J. Miranda +% paul_fackler@ncsu.edu, miranda.4@osu.edu + +function ind=lookup(tabvals,x,endadj); + +global CompEcon_MEXwarned + +if isempty(CompEcon_MEXwarned) + disp('Warning: You are using the m-file version of a function that is coded as a C Mex file.') + disp(' Running this M file version may be significantly slower and more memory intensive.') + disp(' Use MEXALL to create the executable (MEX or DLL) and make sure it is on the MATLAB path.') + CompEcon_MEXwarned=1; +end + + +if nargin<2 + error('At least two parameters must be specified'); +end +if nargin<3 endadj=0; end +if isempty(endadj) endad=0; end + +n=prod(size(x)); +if min(size(tabvals))>1 + error('tabvals must be a vector'); +else + tabvals=tabvals(:); + if any(diff(tabvals)<0) + error('tabvals must be sorted in ascending order') + end +end +m=length(tabvals); +if endadj>=2, m=m-length(find(tabvals==tabvals(end))); end + +[temp,ind]=sort([tabvals(1:m); x(:)]); +temp=find(ind>m); +j=ind(temp)-m; +ind=reshape(temp-(1:n)',size(x)); +ind(j)=ind(:); + +if endadj==1 | endadj==3 + ind(ind==0)=length(find(tabvals==tabvals(1))); +end diff --git a/42/replication_package/model_replication/Main nu infinity/lookup1.mexa64 b/42/replication_package/model_replication/Main nu infinity/lookup1.mexa64 new file mode 100644 index 0000000000000000000000000000000000000000..d45b592990528cdf9bec076c8ebfa193adc36d52 Binary files /dev/null and b/42/replication_package/model_replication/Main nu infinity/lookup1.mexa64 differ diff --git a/42/replication_package/model_replication/Main nu infinity/lookup1.mexmaci64 b/42/replication_package/model_replication/Main nu infinity/lookup1.mexmaci64 new file mode 100644 index 0000000000000000000000000000000000000000..c355da46b986916252b3bd3c06ec513f8774efa1 Binary files /dev/null and b/42/replication_package/model_replication/Main nu infinity/lookup1.mexmaci64 differ diff --git a/42/replication_package/model_replication/Main nu infinity/lookup1.mexw32 b/42/replication_package/model_replication/Main nu infinity/lookup1.mexw32 new file mode 100644 index 0000000000000000000000000000000000000000..187dff29e1d7905d71b29ee4f986b9635bc5bc35 Binary files /dev/null and b/42/replication_package/model_replication/Main nu infinity/lookup1.mexw32 differ diff --git a/42/replication_package/model_replication/Main nu infinity/neldmead_bounds.m b/42/replication_package/model_replication/Main nu infinity/neldmead_bounds.m new file mode 100644 index 0000000000000000000000000000000000000000..a27a8bb8d0f4a14305b8a48091fccbee51ac77af --- /dev/null +++ b/42/replication_package/model_replication/Main nu infinity/neldmead_bounds.m @@ -0,0 +1,145 @@ +function x_opt = neldmead_bounds(func, x_init, x_min, x_max, varargin) +% [x_opt]=neldmead_bounds(func,x_init,x_min,x_max) +% minimizes f(x) such that x_min <= x_opt <= x_max. +% modified version of original by H.P. Gavin , Civil & Env'ntl Eng'g, Duke Univ. 21 January 2006 +% all i did is to make it readable for myself and exclude g(x) <0 +% constraint +% +% INPUT +% ====== +% func : the name of the function to be minimizes in the form y=func(x) +% x_init : the vector of initial parameter values ... a column vector +% x_min : minimum permissible values of the parameters, x +% x_max : maximum permissible values of the parameters, x +% +% OUTPUT +% ====== +% x_opt : a set of parameters at or near the optimal value + + + tol_x = 1e-4; % tolerance for convergence in x + tol_f = 1e-4; % tolerance for convergence in f + max_iter = 250; % maximum number of function evaluations + + +n = length(x_init); + +onesn = ones(1,n); +ot = 2:n+1; +on = 1:n; +function_count = 0; % the number of function evaluations + + +% Nelder-Mead constants +a_reflect = 2; a_expand = 1; a_contract = 0.5; a_shrink = 0.5; + +% Evaluate the initial guess and the range of allowable parameter variation + +x_init = min(max(x_init,x_min),x_max); + +[fv] = feval(func,x_init, varargin{:}); +if any(x_max == x_min) + error('error: x_max can not equal x_min for any parameter'); +end + +% Place input guess in the simplex! (credit L.Pfeffer at Stanford) +% Set up a simplex near the initial guess. + +p1 = .2; % originally .2 +p2 = .1; % originally .1 + +delta_x = min( p1*(1+abs(x_init)) , p2*(x_max-x_init).*(x_max~=x_init) ); +idx = find(delta_x == 0); +delta_x(idx) = -p2*(x_init(idx)-x_min(idx)); + +% --- initialization +simplex = x_init; +for j = 1:n + y = x_init; + y(j) = y(j) + delta_x(j); + x = min(max(y,x_min),x_max); + simplex = [simplex x]; %create simplex one by one + [f] = feval(func,x, varargin{:}); %evaluate function + fv = [fv f]; %record function values + +end + +% order the vertices in increasing order of fv +[fv,idx] = sort(fv); simplex = simplex(:,idx); +disp([simplex;fv]) + +iter=1; +while iter < max_iter % --- main loop + + change_x = max(max(abs(simplex(:,ot)-simplex(:,onesn)))); + change_f = max(abs(fv(1)-fv(ot))); + + if change_x < tol_x && change_f < tol_f + break; + end + + % One step of the Nelder-Mead simplex algorithm + + happy = 0; + +% reflect + vbar = (sum(simplex(:,on)')/n)'; % centroid of better vertices + vr = min(max(vbar + a_reflect*(vbar-simplex(:,n+1)),x_min),x_max); + [fr] = feval(func,vr, varargin{:}); + + + if ( fr >= fv(1) && fr < fv(n+1) ) + happy = 1; vk = vr; fk = fr; how = 'reflect'; + end + +% expand + if ( happy == 0 && fr < fv(1) ) + ve = min(max(vbar + a_expand*(vr-vbar),x_min),x_max); + [fe] = feval(func,ve, varargin{:}); + + function_count = function_count + 1; + if fe < fr + happy = 1; vk = ve; fk = fe; how = 'expand'; + else + happy = 1; vk = vr; fk = fr; how = 'reflect'; + end + end + +% contract + if ( happy == 0 && fr >= fv(n) ) + vc = min(max(vbar + a_contract*(vbar-simplex(:,n+1)),x_min),x_max); + [fc] = feval(func,vc, varargin{:}); + + + if fc < fv(n+1) + happy = 1; vk = vc; fk = fc; how = 'contract'; + end + end + +% if you have accepted a new point, replace the worst point (n+1) with it + + if ( happy == 1 ) + simplex(:,n+1) = vk; fv(n+1) = fk; + else + +% shrink + v1 = simplex(:,1); + for i=2:n+1 + vs = min(max(v1 + a_shrink*(simplex(:,i)-v1),x_min),x_max); + [fs] = feval(func,vs, varargin{:}); + + simplex(:,i) = vs; + fv(i) = fs; + end + + how = 'shrink'; + end + +% order the vertices in increasing order of fv + [fv,idx] = sort(fv); simplex = simplex(:,idx); + x_opt = simplex(:,1); + %fprintf('%4i %6.2e %6.2e\n',[iter,change_f,change_x]) + iter=iter+1; +end + + diff --git a/42/replication_package/model_replication/Main nu infinity/objective.m b/42/replication_package/model_replication/Main nu infinity/objective.m new file mode 100644 index 0000000000000000000000000000000000000000..a6ebd04af8cc70921d63d2382cad2d5a00a84931 --- /dev/null +++ b/42/replication_package/model_replication/Main nu infinity/objective.m @@ -0,0 +1,243 @@ +function err_mom = objective(x) + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',22); + +intmeth = 'linear'; +printr = 0; + +optset('bisect', 'tol', 1e-32); + +% Calibrated Parameters + +p.beta = x(1); % discount factor +p.alpha = x(2); % weight on housing in preferences +p.R = x(3); +p.phi = x(4); % productivity non-market +p.F0m = x(5); % fixed cost of refinancing +p.B = x(6); +p.r1 = x(7); +p.r2 = x(8); % parameters governing shape of rl curve +p.rh = (1 + x(9))^(1/4) - 1; % interest rate + +% Assigned Parameters + +p.nu = 10000; % parameter in exponential distribution + +p.pidelta = [0.975; 0.025]; % probability of expenditure shocks +p.delta = [0; 0.0625]; % expenditure shock, fraction of home (quarterly so divide by 4) + +p.rl = (1 - 0.028)^(1/4) - 1; % lower bound on liquid rate + +p.T = 61*4; % last period of life +p.D = 30*4; % maturity of mortgages + +p.sigma = 2; % CRRA +p.gamma = 1; % Frisch elasticity of non-market production + +p.rm = (1 + 0.025)^(1/4) - 1; % mortgage interest rate + +p.Fs = 0.06; % fixed cost of selling home +p.F1m = 0.005; % proportional cost of refinancing + +p.wbar = 1; % parameter governing luxuriousness of bequests + +p.thetam = 0.85; % maximum LTV +p.thetay = 0.214; % maximum PTI + +rhoz = 0.9908; +sz = 0.0761; +se = (1 - 0.55)^(1/2)*0.4869; % Krueger Perri (2011) show 55% of the variance of trans compon is measurement error so subtract + +time = (1 : 1 : p.T)'; +p.lambdat = exp(0.07982636 - 0.02322307 * (time/4 + 25) + 0.00105409 * (time/4 + 25).^2 - 0.00001028 * (time/4 + 25).^3); + +p.thetay = p.thetay*(1 - 0.3126./(1 + exp(18.629 - 0.3049*(time/4 + 25)))); + +p.mbar = p.rm/(1 - (1 + p.rm)^(-p.D)); % minimum payment required per 1 of initial debt + + +% Quality of Approximation + +p.na = 75; % number of nodes for liquid assets +p.nat = 75; % number of nodes for atilde = (1 + rl)*a - delta*h +p.nl = 75; % number of nodes for liquidity +p.no = 11; % number of nodes for omega (fraction of loan outstanding) +p.nt = 5; % number of possible initial LTV +p.nh = 7; % number of nodes for housing +p.nz = 9; % points for exogenous income z +p.ne = 3; + + +% Discretize Income Process + +[zgrid, Fzz] = rouwenhorst(rhoz, sz, p.nz); +zgrid = exp(zgrid'); +p.zgrid = zgrid; + +[Fz, d] = eigs(Fzz', 1, 'largestabs'); +Fz = Fz/sum(Fz); +Fz = full(Fz); % ergodic distribution of z + +[egrid, we] = qnwnorm(p.ne, 0, se^2); +egrid = exp(egrid); +p.egrid = egrid; + + +% Discretize other state variables + +amin = -0.4; +amax = 100; +p.agrid = amin + (amax - amin)*nodeunif(p.na, 0, 1).^2; + +omin = 0; +omax = 1; +p.ogrid = omin + (omax - omin)*nodeunif(p.no, 0, 1); + +tmin = 0.25; +tmax = p.thetam; % allow to cover fixed cost +p.tgrid = tmin + (tmax - tmin)*nodeunif(p.nt, 0, 1); + +hmin = 5; % minimum house size +hmax = 40; % maximum house size +p.hgrid = hmin + (hmax - hmin)*nodeunif(p.nh, 0, 1).^1.5; + +ymin = min(p.lambdat)*zgrid(1)*egrid(1); +ymax = max(p.lambdat)*zgrid(end)*egrid(end); + +lmin = -1; % keep it reasonably negative so they know that's a bad state to find yourself in +lmax = 125; +p.lgrid = lmin + (lmax - lmin)*nodeunif(p.nl, 0, 1).^1.5; + +atmin = -p.delta(2)*hmax + (1 + p.rl)*amin; +atmax = (1 + p.rh)*amax; +p.atgrid = atmin + (atmax - atmin)*nodeunif(p.nat, 0, 1).^1.5; + + + + + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.atgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.atgrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for W functions +swr = gridmake(p.lgrid, p.zgrid); + +svht = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for computing intermediate value function (creier prajit) +svrt = gridmake(p.agrid, p.zgrid, p.egrid); + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + +ind3h = kron((1:1:p.no*p.nt*p.nh*p.nz*p.ne)', ones(p.na, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind3r = kron((1:1: p.nz*p.ne)', ones(p.na, 1)); + + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.nat*p.no*p.nt*p.nh*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.nat*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + +cmaxh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amin); % c that implies a' = amin +cmaxr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amin); + +cminh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amax); % c that implies a' = amax +cminr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amax); + +cmaxh = repmat(cmaxh, p.no*p.nt*p.nh*p.nz, 1); +cmaxr = repmat(cmaxr, p.nz, 1); + +cminh = repmat(cminh, p.no*p.nt*p.nh*p.nz, 1); +cminr = repmat(cminr, p.nz, 1); + + +% Terminal value of bequests + +rlh = 1./(1 + exp(-p.r1*(svbarh(:,1) - p.r2)))*(p.rh - p.rl) + p.rl; +rlr = 1./(1 + exp(-p.r1*(svbarr(:,1) - p.r2)))*(p.rh - p.rl) + p.rl; + +vbarh(:, p.T + 1) = p.pidelta(1)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(1)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma) + ... + p.pidelta(2)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(2)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); + +vbarr(:, p.T + 1) = p.B*(p.wbar + (1 + rlr).*svbarr(:,1)).^(1 - p.sigma)/(1 - p.sigma); + + +for t = p.T : -1 : 1 + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + At = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + [~, ~, ~, ~, vr(:,t)] = solveh(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', At, Y, znow); + + % Solve discrete choice problem of housing + + At = svh(:,1); + Y = p.lambdat(t)*svh(:,5).*svh(:,6); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat*p.no*p.nt*p.nh, 1)), p.ne, 1); % index of z in (a, omega, theta, h, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.nat*p.no*p.nt, 1)), p.nz*p.ne, 1); % index of h in (a, omega, theta, h, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.nat*p.no, 1)), p.nh*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, z, e) space for owners + + + [~, ~, ~, ~, vh(:,t)] = solveh(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', At, Y, znow, hnow, tnow); + + % We need to interpolate to calculate the expected value before the delta shocks are realized, but after the z,e shocks are realized + + Vhinterp = griddedInterpolant({p.atgrid, (1: 1:p.no*p.nt*p.nh*p.nz*p.ne)'}, reshape(vh(:, t), p.nat, p.no*p.nt*p.nh*p.nz*p.ne), intmeth, 'linear'); + Vrinterp = griddedInterpolant({p.atgrid, (1: 1: p.nz*p.ne)'}, reshape(vr(:, t), p.nat, p.nz*p.ne), intmeth, 'linear'); + + + % Compute expected value and update vbar + + % 1. Step 1: integrate delta shocks by interpolate value of home and rent (which are functions of atilde) + + vhtemp = p.pidelta(1)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(1)*svht(:, 4), ind3h) + p.pidelta(2)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(2)*svht(:, 4), ind3h); + + vrtemp = Vrinterp((1 + interest(svrt(:,1), p)).*svrt(:,1), ind3r); + + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh, Fzz}, vhtemp((i - 1)*p.na*p.no*p.nt*p.nh*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nz)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vrtemp((i - 1)*p.na*p.nz + 1 : i*p.na*p.nz)); + + end + +end + + + +simulate \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu infinity/plot_decisions.m b/42/replication_package/model_replication/Main nu infinity/plot_decisions.m new file mode 100644 index 0000000000000000000000000000000000000000..30e75f415d4a7d413ad1f9d4c27255135e5ceed0 --- /dev/null +++ b/42/replication_package/model_replication/Main nu infinity/plot_decisions.m @@ -0,0 +1,109 @@ + +close all + +t = 242; + +EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +N = 100; + +oind = p.no; onow = oind*ones(N, 1); + +tind = 5; tnow = tind*ones(N, 1); +hind = 5; hnow = hind*ones(N, 1); +zind = 7; znow = zind*ones(N, 1); + +ind2 = sub2ind([p.no, p.nt, p.nh, p.nz], onow, tnow, hnow, znow); + +state = gridmake(nodeunif(N, 0, 2), p.ogrid(oind), p.tgrid(tind), p.hgrid(hind), p.zgrid(zind)); + +cmin = bisect('savings', 1e-13, 1e5, state(:,1), p, 'h', amax); +cmax = bisect('savings', 1e-13, 1e5, state(:,1), p, 'h', amin); + +C = solve_golden('wfunc', cmin, cmax, state, ind2, EVh, p, 'h'); + +[~, Aprime] = savings(C, state, p, 'h'); + + +figure(1) + +subplot(1, 2, 1) +plot(state(:, 1), C); + +title('consumption', 'Interpreter', 'Latex'); +xlabel('$l$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + +subplot(1, 2, 2) +plot(state(:, 1), Aprime); + +title('$a^{\prime}$', 'Interpreter', 'Latex'); +xlabel('$l$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + + + + +% Housing Choice + +eind = 2; + +state = gridmake(nodeunif(N, 8, 15), p.ogrid(oind), p.tgrid(tind), p.hgrid(hind), p.zgrid(zind), p.egrid(eind)); + +Y = p.lambdat(t)*p.zgrid(zind)*p.egrid(eind); +A = state(:,1); + +[Lall, omegaall, thetaall, hall, v, pall, vall] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', A, Y, znow, hnow, tnow); + + + +figure(2) + +subplot(2, 3, 1) +plot(A, pall); +title('prob. each choice', 'Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + +subplot(2, 3, 2) +plot(A, Lall); +title('liquidity','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + +subplot(2, 3, 3) +plot(A, omegaall); +title('$\omega^{\prime}$','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + +subplot(2, 3, 4) +plot(A, thetaall); +title('$\bar{\theta}^{\prime}$','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + + +subplot(2, 3, 5) +plot(A, hall); +title('$h^{\prime}$','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + + +subplot(2, 3, 6) +plot(A, vall); +title('value','Interpreter', 'Latex') +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') +h = legend('1', '2', '3', '4', '5'); + diff --git a/42/replication_package/model_replication/Main nu infinity/plot_decisions_rate.m b/42/replication_package/model_replication/Main nu infinity/plot_decisions_rate.m new file mode 100644 index 0000000000000000000000000000000000000000..703b309a29407d9602d2c3ad55dc4d13e6e19c9f --- /dev/null +++ b/42/replication_package/model_replication/Main nu infinity/plot_decisions_rate.m @@ -0,0 +1,52 @@ + +close all + +% understand value of each option + +t = 75; + +tind = 3; +hind = 5; +rind = 1; +zind = 5; +eind = 2; + +omega = 0.0; + +state = gridmake(nodeunif(100, 0, 3), omega, p.tgrid(tind), p.hgrid(hind), rind, p.zgrid(zind), p.egrid(eind)); + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +ai = state(:,1); +yi = p.lambdat(t)*state(:,6).*state(:,7); + +[li, oi, thi, hi, vi, di, valli] = solveh_rm(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', ai, yi, zind*ones(100, 1), hind*ones(100, 1), tind*ones(100, 1), rind*ones(100, 1)); + +state2 = gridmake(ai + 0.0001, omega, p.tgrid(tind), p.hgrid(hind), rind, p.zgrid(zind), p.egrid(eind)); +ai2 = state2(:,1); + +[~, ~, ~, ~, vi2] = solveh_rm(state2, Whinterp, Wrinterp, p, p.thetay(t), 'h', ai2, yi, zind*ones(100, 1), hind*ones(100, 1), tind*ones(100, 1), rind*ones(100, 1)); + +vprime = (vi2 - vi)./(ai2 - ai); + + + + +figure(3) + +subplot(1, 2, 1) +plot(ai, di); + +title('discrete choice', 'Interpreter', 'Latex'); +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + + +subplot(1, 2, 2) +plot(ai, (valli(:, 1:4) - valli(:, 5))./vprime); + +title('values', 'Interpreter', 'Latex'); +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') diff --git a/42/replication_package/model_replication/Main nu infinity/rouwenhorst.m b/42/replication_package/model_replication/Main nu infinity/rouwenhorst.m new file mode 100644 index 0000000000000000000000000000000000000000..b63dcbaa002c4cdc734110fadee1cd5d36526c07 --- /dev/null +++ b/42/replication_package/model_replication/Main nu infinity/rouwenhorst.m @@ -0,0 +1,29 @@ +%rouwenhorst.m +% +%[zgrid, P] = rouwenhorst(rho, sigma_eps, n) +% +% rho is the 1st order autocorrelation +% sigma_eps is the standard deviation of the error term +% n is the number of points in the discrete approximation +% +% http://www.karenkopecky.net/rouwenhorst.m + +function [zgrid, P] = rouwenhorst(rho,sigma_eps,n) + +mu_eps = 0; + +q = (rho+1)/2; +nu = ((n-1)/(1-rho^2))^(1/2) * sigma_eps; + +P = [q 1-q;1-q q]; + + +for i=2:n-1 + P = q*[P zeros(i,1);zeros(1,i+1)] + (1-q)*[zeros(i,1) P;zeros(1,i+1)] + ... + (1-q)*[zeros(1,i+1); P zeros(i,1)] + q*[zeros(1,i+1); zeros(i,1) P]; + P(2:i,:) = P(2:i,:)/2; +end + +zgrid = linspace(mu_eps/(1-rho)-nu,mu_eps/(1-rho)+nu,n); + + diff --git a/42/replication_package/model_replication/Main nu infinity/savings.m b/42/replication_package/model_replication/Main nu infinity/savings.m new file mode 100644 index 0000000000000000000000000000000000000000..a433768aa318702a363a57e6ddfebfcd6a4669ac --- /dev/null +++ b/42/replication_package/model_replication/Main nu infinity/savings.m @@ -0,0 +1,23 @@ +function [Dist, Aprime] = savings(C, s, p, type, bnd) + +% gives A' for a given level of consumption + +if strcmp(type, 'h') + + Aprime = s(:,1) + p.phi^(1 + 1/p.gamma).*C.^(-p.sigma/p.gamma) - C; + +else + + Aprime = s(:,1) + p.phi^(1 + 1/p.gamma).*C.^(-p.sigma/p.gamma) - (1 + p.alpha^(1/p.sigma)*p.R^(1 - 1/p.sigma)).*C; + +end + +if nargin == 5 + + Dist = Aprime - bnd; + +else + + Dist = []; + +end \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu infinity/simulate.m b/42/replication_package/model_replication/Main nu infinity/simulate.m new file mode 100644 index 0000000000000000000000000000000000000000..9c158de6400247d39a89319ab2b4a744dda3517f --- /dev/null +++ b/42/replication_package/model_replication/Main nu infinity/simulate.m @@ -0,0 +1,881 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +N = 25000; +T = p.T; + +A = zeros(2*N, T + 1); % Liquid Assets +O = zeros(2*N, T + 1); % fraction of loan outstanding +Th = zeros(2*N, T + 1); % initial mortgage size +H = zeros(2*N, T + 1); % house size + +C = zeros(2*N, T); % consumption +L = zeros(2*N, T); % liquidity after making housing choice +D = zeros(2*N, T); % discrete choice: 1 ... 5 +Y = zeros(2*N, T); % income +V = zeros(2*N, T); % value function + +Pall = zeros(2*N, 5, T); +Vall = zeros(2*N, 5, T); + +Mind = zeros(2*N, T + 1); % number of your mortgage (1, 2, 3, ...) +Hind = zeros(2*N, T + 1); % number of your house (1, 2, 3) +Curt = zeros(2*N, T); % indicator for whether curtail mortgage + +% First simulate history of shocks to income + +rng(100); + +Z = zeros(2*N, T); +E = zeros(2*N, T); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + +Fzcum = [0; cumsum(Fz)]; % cumulative ergodic for initial conditions +[~, bin] = histc(unif, Fzcum); % bin is the index of initial draw of z + +Z(:,1) = bin; + +unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + +Fecum = [0; cumsum(we)]; % cumulative ergodic for transitory shock +[~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + +E(:,1) = bin; + +Y(:,1) = p.lambdat(1)*p.zgrid(Z(:,1)).*p.egrid(E(:,1)); + + +for t = 2 : T + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Z(:,t-1), :), 2)]; + + Z(:,t) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + E(:,t) = bin; + + Y(:,t) = p.lambdat(t)*p.zgrid(Z(:,t)).*p.egrid(E(:,t)); + +end + +U = rand(2*N, T); % random variable that determines choice probability (adjustment cost) + +Delta = rand(2*N, T); % random variable that determines maintenance shock + +Delta = p.delta(1)*(Delta <= p.pidelta(1)) + p.delta(2)*(Delta > p.pidelta(1)); + + +% period 1 all are renters with 0 wealth + +t = 1; + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +state = (1 + interest(A(:, t), p)).*A(:,t); % others irrelevant here + +[Lall, Oall, Thall, Hall, V(:,t), Pall(:, 1: 3, t), Vall(:, 1 : 3, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'r', state(:,1), Y(:, t), Z(:, t)); + +Pcum = [zeros(2*N, 1), cumsum(Pall(:, 1: 3, t), 2)]; + +unif = rand(2*N, 1); + +D(:, t) = ((unif < Pcum(:, 2:end)).*(unif >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + +ind = sub2ind([2*N, 3], (1 : 1 : 2*N)', D(:,t)); + +L(:, t) = Lall(ind); +O(:, t + 1) = Oall(ind); +Th(:, t + 1) = Thall(ind); +H(:, t + 1) = Hall(ind); + + +% Find consumption + +rent = H(:, t + 1) == 0; + +Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, t), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); +Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, t), p.nl, p.nz), intmeth, 'linear'); + +cmin = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amax); % c that implies a' = amin +cmax = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amin); % c that implies a' = amin + +C(rent, t) = max(min(Crint(L(rent, t), p.zgrid(Z(rent, t))), cmax), cmin); + +[~, A(rent, t+1)] = savings(C(rent,t), L(rent, t), p, 'r'); % none of the other state variables matter + +cmin = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amax); % c that implies a' = amin +cmax = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amin); % c that implies a' = amin + +C(~rent,t) = max(min(Chint(L(~rent, t), O(~rent, t+1), Th(~rent, t+1), H(~rent, t+1), p.zgrid(Z(~rent, t))), cmax), cmin); + +[~, A(~rent, t+1)] = savings(C(~rent,t), L(~rent,t), p, 'h'); + + +Hind(:, t + 1) = D(:, t) > 1; +Mind(:, t + 1) = D(:, t) == 3; + +for t = 2 : T + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + rent = H(:, t) == 0; + + % Renters + + state = (1 + interest(A(rent, t), p)).*A(rent, t); % others don't matter directly + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, V(rent,t), Pall(rent, 1 : 3, t), Vall(rent, 1 : 3, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'r', state(:,1), Y(rent, t), Z(rent, t)); + + Pcum = [zeros(ntemp, 1), cumsum(Pall(rent, 1 : 3, t), 2)]; + + D(rent, t) = ((U(rent, t) < Pcum(:, 2:end)).*(U(rent, t) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', D(rent, t)); + + L(rent, t) = Lall(ind); + O(rent, t + 1) = Oall(ind); + Th(rent, t + 1) = Thall(ind); + H(rent, t + 1) = Hall(ind); + + Hind(rent, t + 1) = Hind(rent, t) + (D(rent, t) > 1); + Mind(rent, t + 1) = Mind(rent, t) + (D(rent, t) == 3); + + % Homeowners + + ntemp = numel(find(~rent)); + + state = [(1 + interest(A(~rent, t), p)).*A(~rent, t) - Delta(~rent, t).*H(~rent, t), O(~rent, t), Th(~rent, t), H(~rent, t)]; % others don't matter directly + + hind = lookup1(p.hgrid, H(~rent, t), 1); + tind = lookup1(p.tgrid, Th(~rent, t), 1); + + [Lall, Oall, Thall, Hall, V(~rent,t), Pall(~rent, :, t), Vall(~rent, :, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', state(:,1), Y(~rent, t), Z(~rent, t), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pall(~rent, :, t), 2)]; + + D(~rent, t) = ((U(~rent, t) < Pcum(:, 2:end)).*(U(~rent, t) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', D(~rent, t)); + + L(~rent, t) = Lall(ind); + O(~rent, t + 1) = Oall(ind); + Th(~rent, t + 1) = Thall(ind); + H(~rent, t + 1) = Hall(ind); + + Hind(~rent, t + 1) = Hind(~rent, t) + (D(~rent, t) == 2 | D(~rent, t) == 3); + Mind(~rent, t + 1) = Mind(~rent, t) + (D(~rent, t) == 3 | D(~rent, t) == 4); + + Curt(~rent, t + 1) = (Curt(~rent, t) == 1 | (O(~rent, t+1) <= (1 + p.rm)*O(~rent, t) - p.mbar - 1e-5)) & (D(~rent, t) == 5) & (O(~rent, t+1) > 0); + + + % Find consumption + + rent = H(:, t + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, t), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, t), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amin); % c that implies a' = amin + + C(rent, t) = max(min(Crint(L(rent, t), p.zgrid(Z(rent, t))), cmax), cmin); + + [~, A(rent, t+1)] = savings(C(rent,t), L(rent, t), p, 'r'); % none of the other state variables matter + + cmin = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amin); % c that implies a' = amin + + C(~rent,t) = max(min(Chint(L(~rent, t), O(~rent, t+1), Th(~rent, t+1), H(~rent, t+1), p.zgrid(Z(~rent, t))), cmax), cmin); + + [~, A(~rent, t+1)] = savings(C(~rent,t), L(~rent,t), p, 'h'); + + +end + +Asave = A; +Osave = O; +Thsave = Th; +Hsave = H; +Csave = C; +Lsave = L; +Dsave = D; +Ysave = Y; +Zsave = Z; +Esave = E; +Vsave = V; +Pallsave = Pall; +Vallsave = Vall; +Usave = U; +Deltasave = Delta; + + +%{ + +figure(2) + +id = 1; + +subplot(2,2,1), plot([C(id, 1 : p.T)', Y(id, 1 : p.T)']); +title('Consumption and Income', 'Interpreter','Latex'); +h = legend('consumption', 'income'); +set(gca, 'ygrid', 'on') +set(h,'Interpreter','latex'); + + +subplot(2,2,2), plot([A(id, 1 : p.T + 1)', H(id, 1 : p.T + 1)'.*(1 - O(id, 1 : p.T + 1)'.*Th(id, 1 : p.T + 1)')]); +title('Wealth', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') +h = legend('liquid', 'illiquid'); +set(h,'Interpreter','latex'); + +subplot(2,2,3), plot([H(id, 2 : p.T + 1)', (p.R/p.alpha)^(-1/p.sigma)*C(id, :)']) +title('Housing', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +subplot(2,2,4), plot(O(id, 1 : p.T + 1)'.*Th(id, 1 : p.T + 1)') +title('LTV', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + + + +figure(3) + +subplot(2,2,1), plot([mean(C(:, 1 : p.T))', mean(Y(:, 1 : p.T))']); +title('Consumption and Income', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +legend('consumption', 'income') +set(gca, 'ygrid', 'on') + +subplot(2,2,2), plot([mean(A)', mean(H.*(1 - Th.*O))']); +title('Wealth', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') +h = legend('liquid', 'illiquid'); +set(h,'Interpreter','latex'); + +subplot(2,2,3), plot([mean(H)']); +title('Housing Stock', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +subplot(2,2,4), plot([mean(Th.*H.*O)'./mean(H)']); +title('LTV', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +%} + +W = A + H.*(1 - Th.*O); +Debt = H.*Th.*O; +Yh = p.phi^(1 + 1/p.gamma)*C.^(-p.sigma/p.gamma); % home production +Rent = p.R*(p.R/p.alpha)^(-1/p.sigma)*C.*(H(:, 2:end) == 0); + + +% LTVtilde = zeros(size(Debttilde)); +% LTVtilde(H > 0) = Debttilde(H>0)./H(H>0); + +thetagrid = lookup1(p.tgrid, Th(:, 2:end), 1); +htemp = H(:, 2: end); + +% PTItilde = p.mbar*Debttilde(:, 2:end)./Y; + +newloan = D == 3 | D == 4; +LTVbinds = Th(:, 2:end) == p.thetam & newloan; + +PTIuncon = zeros(2*N, T); + +uncon = newloan & thetagrid < 5; + +PTIuncon(uncon) = p.mbar*p.tgrid(thetagrid(uncon) + 1).*htemp(uncon)./Y(uncon); + +PTIbinds = PTIuncon > p.thetay' & ~LTVbinds; + +fractatLTV = mean(LTVbinds(newloan)); +fractatPTI = mean(PTIbinds(newloan)); + +%fprintf('\n') +%fprintf('Fraction constrained by: 1. LTV, 2. PTI, 3. unconst = %9.2f %9.2f %9.2f\n', [fractatLTV, fractatPTI, 1 - fractatLTV - fractatPTI]); +%fprintf('\n') + +%{ + +% Check aggregate resource constraint +% transaction costs: + +Debttilde = zeros(2*N, T + 1); +Debttilde(H > 0) = (Debt(H > 0) - p.F0m)./(1 + p.F1m); + + +Ftrans = (H(:, 1 : end - 1) == 0).*(D == 3).*(p.F0m + p.F1m*Debttilde(:, 2:end)) + ... % mortgage origination cost for renters + (H(:, 1 : end - 1) > 0).*(D <= 3).*(p.Fs*H(:, 1 : end - 1)) + ... % house selling costs for homeowners + (H(:, 1 : end - 1) > 0).*(D == 3 | D == 4).*(p.F0m + p.F1m*Debttilde(:, 2:end)); % mortgage origination cost for homeowners + +t = 1:T; + +rl = interest(A(:, t), p); + +err_agg = norm(vec(C(:,t) + H(:, t+1) + A(:, t+1) + (1 + p.rm)*Debt(:, t) + Rent(:,t) - Yh(:,t) - Y(:,t) - (1 + rl).*A(:, t) - H(:, t).*(1 - Delta(:,t)) - Debt(:, t+1) + Ftrans(:,t))); + +fprintf('Err in Agg Resource Constr = %9.2e \n', err_agg); +%} + +fsell = mean(vec(D <= 3 & H(:, 1 : end-1) > 0))/ mean(vec(H(:, 1 : end-1) > 0))*4; +fmortg = mean(vec(Th(:,1:end-1).*O(:,1:end-1) > 0 & H(:, 1 : end-1) > 0)) / mean(vec(H(:, 1 : end-1) > 0)); + +agewealthratio = mean(vec(W(:, 41*4 + 1 : end))) / mean(vec(W(:, 2 : 41*4))); + +reqpayment = p.mbar*Th(:, 1:end - 1).*H(:, 1:end - 1).*(O(:, 1:end - 1) > 0).*(D == 5); +actpayment = ((1 + p.rm)*Debt(:, 1 : end - 1) - Debt(:, 2 : end)).*(D == 5); + +fcurtail = sum(vec(D == 5) & vec(O(:, 1:end-1) > 0) & vec(Curt(:, 1:end - 1) > 0))/sum(vec(D == 5) & vec(O(:, 1:end-1) > 0)); + +PTI = reqpayment(reqpayment > 0)./Y(reqpayment > 0); + +HY = H(:, 2:end)./Y/4; + +Age = zeros(2*N, T); % mortgage age + +for t = 2 : T + + Age(:,t) = (Age(:,t-1) + 1/4).*(Age(:,t-1) > 0 & D(:,t) == 5) + 1/4.*(D(:,t) == 3 | D(:,t) == 4); + +end + +Age = Age - 1/4; + +Age = floor(Age); + +LTV = O.*Th; + + +% Let's compute refinance statistics the way Denis did in PSID data (imagine we track people every 2 years) + + +dates = 5 : 8 : p.T; % interview dates: Jan 1 1999, Jan 1 2001, Jan 1 2003 ... + +Ya = zeros(2*N, numel(dates) - 1); % annual income: 1998, 2000, 2002 +Ra = zeros(2*N, numel(dates) - 1); % refinance between 1998-2000, 2000-2002 ... +Na = zeros(2*N, numel(dates) - 1); % eligible to be counted as refinancer +Aa = zeros(2*N, numel(dates) - 1); % liquid assets at the time of the interview +Ha = zeros(2*N, numel(dates) - 1); % house value at interview +LTVa = zeros(2*N, numel(dates) - 1); % LTV at interview +dLTVa = zeros(2*N, numel(dates) - 1); % change in LTV + +for i = 1 : numel(dates) - 1 + +Ya(:, i) = sum(Y(:, dates(i) - 4 : 1 : dates(i) - 1), 2); + +Ra(:, i) = LTV(:, dates(i + 1)) > 1.05*LTV(:, dates(i)) & Hind(:, dates(i+1)) == Hind(:, dates(i)) & LTV(:, dates(i)) > 0 & H(:, dates(i)) > 0; +Na(:, i) = Hind(:, dates(i+1)) == Hind(:, dates(i)) & LTV(:, dates(i)) > 0 & H(:, dates(i)) > 0; + +Aa(:, i) = A(:, dates(i)); +Ha(:, i) = H(:, dates(i)); +LTVa(:, i) = LTV(:, dates(i)); +dLTVa(:, i) = LTV(:, dates(i + 1)) - LTV(:, dates(i)); + + +end + +AYa = Aa./Ya; +AWa = Aa./(Aa + (1 - LTVa).*Ha); +AWa(isnan(AWa)) = 0; + + +fextract = sum(Ra(:) > 0 & Na(:) > 0)/sum(Na(:) > 0); +medextract = median(dLTVa(Ra(:) > 0 & Na(:) > 0)./LTVa(Ra(:) > 0 & Na(:) > 0)); +meanextract = mean(dLTVa(Ra(:) > 0 & Na(:) > 0)./LTVa(Ra(:) > 0 & Na(:) > 0)); +meddLTV = median(dLTVa(Ra(:) > 0 & Na(:) > 0)); +meandLTV = mean(dLTVa(Ra(:) > 0 & Na(:) > 0)); + +AWrefimean = mean(AWa(Ra == 1 & Na == 1)); +AWinacmean = mean(AWa(Ra == 0 & Na == 1)); +AYrefimean = mean(AYa(Ra == 1 & Na == 1)); +AYinacmean = mean(AYa(Ra == 0 & Na == 1)); + + +AWrefimed = median(AWa(Ra == 1 & Na == 1)); +AWinacmed = median(AWa(Ra == 0 & Na == 1)); +AYrefimed = median(AYa(Ra == 1 & Na == 1)); +AYinacmed = median(AYa(Ra == 0 & Na == 1)); + + + + +LTV = LTV(:, 2:end); + + +moment_model = zeros(57, 1); + +moment_model(1) = mean(vec(H(:, 2 : end) > 0)); +moment_model(2) = mean(vec(W(:, 2 : end))) /mean(vec(Y))/4; +moment_model(3) = mean(vec(H(:, 2 : end))) /mean(vec(Y))/4; +moment_model(4) = mean(vec(Debt(:, 2 : end))) /mean(vec(Y))/4; +moment_model(5) = mean(vec(A(:, 2 : end))) /mean(vec(Y))/4; +moment_model(6) = median(vec(A(:, 2 : end))) /mean(vec(Y))/4; + +moment_model(7) = mean(A(H > 0)) /mean(vec(Y))/4; +moment_model(8) = median(A(H > 0)) /mean(vec(Y))/4; + +moment_model(9) = mean(vec(A(:,2:end) <= 0)); +moment_model(10) = mean(vec(A(:,2:end) <= 4/26*Y)); % HTM with liquid assets < 2 weeks +moment_model(11) = sum(vec(A(:,2:end) <= 0) & vec(H(:, 2:end) > 0))/sum(vec(H(:, 2:end) > 0)); +moment_model(12) = sum(vec(A(:,2:end) <= 4/26*Y) & vec(H(:, 2:end) > 0))/sum(vec(H(:, 2:end) > 0)); + +moment_model(13) = fextract; +moment_model(14) = mean(vec(Yh))/mean(vec(C)); +moment_model(15) = agewealthratio; + +moment_model(16) = fcurtail; +moment_model(17) = fsell; +moment_model(18) = fmortg; +moment_model(19) = medextract; +moment_model(20) = meddLTV; + + +moment_model(21 : 25) = prctile(vec(A(:, 2 : end)), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(26 : 30) = prctile(A(H == 0), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(31 : 35) = prctile(A(H > 0), [10; 25; 50; 75; 90])/mean(vec(Y))/4; + +hpgrowth = 0.00; + +moment_model(36 : 40) = prctile(LTV(LTV > 0)./(1 + hpgrowth).^(Age(LTV > 0) - 1), [10; 25; 50; 75; 90]); + + +moment_model(41 : 45) = prctile((1 - Th(H > 0).*O(H > 0)).*H(H > 0)./W(H > 0), [10; 25; 50; 75; 90]); +moment_model(46 : 50) = prctile(vec(W(:,2:end)), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(51 : 55) = prctile(PTI, [10; 25; 50; 75; 90]); +moment_model(56 : 60) = prctile(HY(HY > 0), [10; 25; 50; 75; 90]); +moment_model(61 : 65) = prctile(Age(Age >=0 & LTV > 0), [10; 25; 50; 75; 90]); + +moment_model(66) = AWrefimean; +moment_model(67) = AWinacmean; +moment_model(68) = AYrefimean; +moment_model(69) = AYinacmean; +moment_model(70) = AWrefimed; +moment_model(71) = AWinacmed; +moment_model(72) = AYrefimed; +moment_model(73) = AYinacmed; + + +moment_data = [0.64; 1.45; 1.82; 0.83; 0.46; 0.07; 0.53; 0.15; 0.26; 0.41; 0.20; 0.32; 0.15; 0.23; 2.00; 0.21; 0.044; 0.71; 0.24; 0.11; + -0.04; 0; 0.07; 0.48; 1.50; -0.05; 0; 0.01; 0.15; 1; -0.04; 0.01; 0.15; 0.68; 1.69; + 0.18; 0.39; 0.62; 0.77; 0.88; 0.36; 0.64; 0.87; 0.99; 1.04; 0; 0.04; 0.73; 2.34; 3.94; + 0.05; 0.08; 0.11; 0.17; 0.24; 1.02; 1.62; 2.48; 3.78; 6.43; 0; 1; 3; 6; 10; + 0.09; 0.21; 0.34; 1.39; 0.04; 0.16; 0.03; 0.18]; + + +if printr +fprintf('\n') +fprintf('Left Column: Model, Right Column: Data\n') +fprintf('\n') +fprintf('Table 2, A. Moments Used in Calibration \n') + +fprintf('\n') +fprintf('fraction homeowners = %9.2f %9.2f\n', [moment_model(1), moment_data(1)]); +fprintf('mean wealth = %9.2f %9.2f\n', [moment_model(2), moment_data(2)]); +fprintf('mean housing to income = %9.2f %9.2f\n', [moment_model(3), moment_data(3)]); +fprintf('mean mortgage debt to income = %9.2f %9.2f\n', [moment_model(4), moment_data(4)]); + +fprintf('\n') +fprintf('fraction borrowers who extract = %9.2f %9.2f\n', [round(moment_model(13)/2*100)/100, round(moment_data(13)/2*100)/100]); + +fprintf('\n') + +fprintf('mean liquid assets = %9.2f %9.2f\n', [moment_model(5), moment_data(5)]); +fprintf('median liquid assets = %9.2f %9.2f\n', [moment_model(6), moment_data(6)]); +fprintf('mean liquid assets homeowners = %9.2f %9.2f\n', [moment_model(7), moment_data(7)]); +fprintf('median liquid assets homeowners = %9.2f %9.2f\n', [moment_model(8), moment_data(8)]); + +fprintf('\n') +%fprintf('Fraction HTM (A <= 0) = %9.2f %9.2f\n', [moment_model(9), moment_data(9)]); +fprintf('fraction hand-to-mouth = %9.2f %9.2f\n', [moment_model(10), moment_data(10)]); +%fprintf('Fraction HTM (A <= 0) Owners = %9.2f %9.2f\n', [moment_model(11), moment_data(11)]); +fprintf('fraction hand-to-mouth homeowners = %9.2f %9.2f\n', [moment_model(12), moment_data(12)]); +fprintf('90th pct liquid assets homeowners = %9.2f %9.2f\n', [moment_model(35), moment_data(35)]); +fprintf('mean wealth retirees to workers = %9.2f %9.2f\n', [moment_model(15), moment_data(15)]); + +fprintf('\n') + +fprintf('home production to consumption = %9.2f %9.2f\n', [moment_model(14), moment_data(14)]); +fprintf('\n') +fprintf('\n') +fprintf('Table 3 \n') + +fprintf('\n') + +fprintf('A. Liquid Assets, All \n') +fprintf('\n') +fprintf('10th pctile = %9.2f %9.2f\n', [moment_model(21), moment_data(21)]); +fprintf('25th pctile = %9.2f %9.2f\n', [moment_model(22), moment_data(22)]); +fprintf('50th pctile = %9.2f %9.2f\n', [moment_model(23), moment_data(23)]); +fprintf('75th pctile = %9.2f %9.2f\n', [moment_model(24), moment_data(24)]); +fprintf('90th pctile = %9.2f %9.2f\n', [moment_model(25), moment_data(25)]); +fprintf('\n') +fprintf('B. Liquid Assets, Homeowners \n') +%fprintf('\n') +%fprintf('10 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(26), moment_data(26)]); +%fprintf('25 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(27), moment_data(27)]); +%fprintf('50 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(28), moment_data(28)]); +%fprintf('75 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(29), moment_data(29)]); +%fprintf('90 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(30), moment_data(30)]); +fprintf('\n') +fprintf('10th pctile = %9.2f %9.2f\n', [moment_model(31), moment_data(31)]); +fprintf('25th pctile = %9.2f %9.2f\n', [moment_model(32), moment_data(32)]); +fprintf('50th pctile = %9.2f %9.2f\n', [moment_model(33), moment_data(33)]); +fprintf('75th pctile = %9.2f %9.2f\n', [moment_model(34), moment_data(34)]); +fprintf('90th pctile = %9.2f %9.2f\n', [moment_model(35), moment_data(35)]); +fprintf('\n') +fprintf('C. Wealth \n') +fprintf('\n') +fprintf('10th pctile = %9.2f %9.2f\n', [moment_model(46), moment_data(46)]); +fprintf('25th pctile = %9.2f %9.2f\n', [moment_model(47), moment_data(47)]); +fprintf('50th pctile = %9.2f %9.2f\n', [moment_model(48), moment_data(48)]); +fprintf('75th pctile = %9.2f %9.2f\n', [moment_model(49), moment_data(49)]); +fprintf('90th pctile = %9.2f %9.2f\n', [moment_model(50), moment_data(50)]); +fprintf('\n') +fprintf('D. Share Home Equity, Homeowners \n') +fprintf('\n') +fprintf('10th pctile = %9.2f %9.2f\n', [moment_model(41), moment_data(41)]); +fprintf('25th pctile = %9.2f %9.2f\n', [moment_model(42), moment_data(42)]); +fprintf('50th pctile = %9.2f %9.2f\n', [moment_model(43), moment_data(43)]); +fprintf('75th pctile = %9.2f %9.2f\n', [moment_model(44), moment_data(44)]); +fprintf('90th pctile = %9.2f %9.2f\n', [moment_model(45), moment_data(45)]); +fprintf('\n') +fprintf('E. LTV, Borrowers \n') +fprintf('\n') +fprintf('10th pctile = %9.2f %9.2f\n', [moment_model(36), moment_data(36)]); +fprintf('25th pctile = %9.2f %9.2f\n', [moment_model(37), moment_data(37)]); +fprintf('50th pctile = %9.2f %9.2f\n', [moment_model(38), moment_data(38)]); +fprintf('75th pctile = %9.2f %9.2f\n', [moment_model(39), moment_data(39)]); +fprintf('90th pctile = %9.2f %9.2f\n', [moment_model(40), moment_data(40)]); +fprintf('\n') +fprintf('F. PTI, Borrowers \n') +fprintf('\n') +fprintf('10th pctile = %9.2f %9.2f\n', [moment_model(51), moment_data(51)]); +fprintf('25th pctile = %9.2f %9.2f\n', [moment_model(52), moment_data(52)]); +fprintf('50th pctile = %9.2f %9.2f\n', [moment_model(53), moment_data(53)]); +fprintf('75th pctile = %9.2f %9.2f\n', [moment_model(54), moment_data(54)]); +fprintf('90th pctile = %9.2f %9.2f\n', [moment_model(55), moment_data(55)]); +fprintf('\n') +fprintf('G. Housing Value to Income Ratio \n') +fprintf('\n') +fprintf('10th pctile = %9.2f %9.2f\n', [moment_model(56), moment_data(56)]); +fprintf('25th pctile = %9.2f %9.2f\n', [moment_model(57), moment_data(57)]); +fprintf('50th pctile = %9.2f %9.2f\n', [moment_model(58), moment_data(58)]); +fprintf('75th pctile = %9.2f %9.2f\n', [moment_model(59), moment_data(59)]); +fprintf('90th pctile = %9.2f %9.2f\n', [moment_model(60), moment_data(60)]); +fprintf('\n') +fprintf('H. Mortgage Age, Years \n') +fprintf('\n') +fprintf('10th pctile = %9.0f %9.0f\n', [moment_model(61), moment_data(61)]); +fprintf('25th pctile = %9.0f %9.0f\n', [moment_model(62), moment_data(62)]); +fprintf('50th pctile = %9.0f %9.0f\n', [moment_model(63), moment_data(63)]); +fprintf('75th pctile = %9.0f %9.0f\n', [moment_model(64), moment_data(64)]); +fprintf('90th pctile = %9.0f %9.0f\n', [moment_model(65), moment_data(65)]); +fprintf('\n') +fprintf('\n') +fprintf('Table 4 \n') +fprintf('\n') + +fprintf('A. Mortgage Debt Management \n') +fprintf('\n') + +fprintf('fraction ahead on payments = %9.2f %9.2f\n', [moment_model(16), moment_data(16)]); +fprintf('median growth in balance when extract = %9.2f %9.2f\n', [moment_model(19), moment_data(19)]); +fprintf('median change in LTV when extract = %9.2f %9.2f\n', [moment_model(20), moment_data(20)]); +fprintf('\n') + +fprintf('B. Characteristics of Borrowers who Refinance \n') +fprintf('\n') +%fprintf('Fraction of Homeowners who sell = %9.2f %9.2f\n', [moment_model(17), moment_data(17)]); +%fprintf('Fraction of Homeowners with mortgage = %9.2f %9.2f\n', [moment_model(18), moment_data(18)]); + +fprintf('mean liquid assets to wealth: extractors = %9.2f %9.2f\n', [moment_model(66), moment_data(66)]); +fprintf('mean liquid assets to wealth: non-extractors = %9.2f %9.2f\n', [moment_model(67), moment_data(67)]); +%fprintf(' Mean Liquid Assets to Income: Refi = %9.2f %9.2f\n', [moment_model(68), moment_data(68)]); +%fprintf(' Mean Liquid Assets to Income: Dont = %9.2f %9.2f\n', [moment_model(69), moment_data(69)]); +fprintf('\n') +fprintf('median liquid assets to wealth: extractors = %9.2f %9.2f\n', [moment_model(70), moment_data(70)]); +fprintf('median liquid assets to wealth: non-extractors = %9.2f %9.2f\n', [moment_model(71), moment_data(71)]); +%fprintf('Median Liquid Assets to Income: Refi = %9.2f %9.2f\n', [moment_model(72), moment_data(72)]); +%fprintf('Median Liquid Assets to Income: Dont = %9.2f %9.2f\n', [moment_model(73), moment_data(73)]); + +% Calculate life time value + +Hs = H(:, 2 : p.T + 1).*(H(:, 2 : p.T + 1) > 0) + (p.R/p.alpha)^(-1/p.sigma)*C.*(H(:, 2 : p.T + 1) == 0); + +U = C.^(1 - p.sigma)/(1 - p.sigma) + p.alpha*Hs.^(1 - p.sigma)/(1 - p.sigma) - p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*C.^(-p.sigma*(1 + 1/p.gamma)); + +rl = 1./(1 + exp(-p.r1*(A(:,p.T+1) - p.r2)))*(p.rh - p.rl) + p.rl; + +V = sum(p.beta.^(0 : 1 : p.T - 1).*U, 2) + p.beta^p.T*p.B*(p.wbar + (1 + p.rl)*A(:,p.T+1) + (1 - p.Fs - (1 + p.rm)*O(:,p.T+1).*Th(:,p.T+1)).*H(:,p.T+1)).^(1 - p.sigma)/(1 - p.sigma); + +V = ((1 - p.sigma)*(1 - p.beta)/(1 - p.beta^p.T)*mean(V))^(1/(1 - p.sigma)); + +%fprintf('\n') +%fprintf('Life Time Value, CEV = %9.4f \n', V); + +end + +weights = zeros(numel(moment_data), 1); + +weights(1) = 10; +weights(2 : 8) = 1; +weights(5 : 6) = 10; % mean/median liquid assets +weights(10) = 1; +weights(12) = 1; +weights(13) = 20; +weights(14:15) = 1; +weights(35) = 1; + + +weights = weights/sum(weights); + +err_mom = (moment_model - moment_data)./(1 + moment_data); +err_mom = (weights'*err_mom.^2).^(1/2); + +% if exist('x', 'var') +% +% fprintf('%5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f \n', [x(:)', err_mom]); +% +% else +% +% fprintf('\n'); +% fprintf('value of objective = %5.6f \n', err_mom); +% fprintf('\n'); +% +% end + + + +if 1 % plot life-cycle facts + + Hage = zeros(12, 1); + Wage = zeros(12, 1); + Yage = zeros(12, 1); + Dage = zeros(12, 1); + Hown = zeros(12, 1); + + for i = 1 : 12 + + Hage(i) = mean(vec(H(:, 1 + (i - 1)*20 + 1 : i*20))); % end of period + Wage(i) = mean(vec(W(:, 1 + (i - 1)*20 + 1 : i*20))); + Yage(i) = mean(vec(Y(:, (i - 1)*20 + 1 : i*20)))*4; + Dage(i) = mean(vec(Debt(:, 1 + (i - 1)*20 + 1 : i*20))); + Hown(i) = mean(vec(H(:, 1 + (i - 1)*20 + 1 : i*20)) > 0); % end of period + + end + + Hagedata = [1.1087; 1.4087; 1.4763; 1.9266; 2.0235; 2.4097; 2.4357; 2.1536; 2.1235; 2.2089; 1.9586; 1.6400]; + Wagedata = [0.6662; 0.8185; 0.8671; 1.2850; 1.4026; 1.7998; 2.0514; 2.1628; 2.2489; 2.6734; 2.6458; 2.4242]; + Dagedata = [0.7153; 0.9609; 0.9500; 1.0210; 1.0908; 1.0429; 0.8714; 0.6650; 0.5929; 0.2739; 0.1116; 0.1019]; + Yagedata = [0.9588; 0.9789; 1.0230; 1.0682; 1.0930; 1.2830; 1.0935; 0.9195; 0.9010; 0.6512; 0.6091; 0.7702]; + Howndata = [0.4356; 0.5431; 0.5885; 0.6722; 0.7182; 0.7263; 0.7440; 0.7515; 0.7414; 0.7682; 0.7021; 0.5275]; + + Aage = Wage - (Hage - Dage); + Aagedata = Wagedata - (Hagedata - Dagedata); + + close all + + figure(1) + + set(gcf,'DefaultLineLineWidth', 3); + subplot(2,2,1); + plot((27.5:5:82.5)', [Yagedata/mean(Yagedata), Yage/mean(Yage)]); + set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) + set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') + xlabel('age', 'Interpreter','latex'); + title('A. Income', 'Interpreter','latex'); + xlim([25, 85]); + + subplot(2,2,2); + plot((27.5:5:82.5)', [Wagedata./Yagedata, Wage./Yage]); + set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) + set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') + xlabel('age', 'Interpreter','latex'); + title('B. Wealth to Income', 'Interpreter','latex'); + xlim([25, 85]); + + subplot(2,2,3); + plot((27.5:5:82.5)', [Hagedata./Yagedata, Hage./Yage]); + set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) + set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') + xlabel('age', 'Interpreter','latex'); + title('C. Housing to Income', 'Interpreter','latex'); + xlim([25, 85]); + + subplot(2,2,4); + plot((27.5:5:82.5)', [(Hagedata - Dagedata)./Yagedata, (Hage - Dage)./Yage]); + set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) + set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') + xlabel('age', 'Interpreter','latex'); + title('D. Housing Wealth to Income', 'Interpreter','latex'); + xlim([25, 85]); + + figure(2) + + set(gcf,'DefaultLineLineWidth', 3); + subplot(2,2,1); + plot((27.5:5:82.5)', [Howndata, Hown]); + set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) + set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') + xlabel('age', 'Interpreter','latex'); + title('Homeownership Rate', 'Interpreter','latex'); + xlim([25, 85]); + + +end + + +% Compute cross-section statistics by age and income + +%{ +% age < 45: (time <= 79) + +date = 1 : 79; + +own = H(:, date + 1) > 0; % homeowner status at end of period + +sel = Y(:, date) < prctile(vec(Y(:, date)), 100/3); +h11 = mean(own(sel)); + +sel = Y(:, date) < prctile(vec(Y(:, date)), 200/3) & Y(:, date) >= prctile(vec(Y(:, date)), 100/3); +h12 = mean(own(sel)); + +sel = Y(:, date) >= prctile(vec(Y(:, date)), 200/3); +h13 = mean(own(sel)); + + +% age >= 45 & age < 65 (time >= 80 & time <= 159) + +date = 80 : 159; + +own = H(:, date + 1) > 0; % homeowner status at end of period + +sel = Y(:, date) < prctile(vec(Y(:, date)), 100/3); +h21 = mean(own(sel)); + +sel = Y(:, date) < prctile(vec(Y(:, date)), 200/3) & Y(:, date) >= prctile(vec(Y(:, date)), 100/3); +h22 = mean(own(sel)); + +sel = Y(:, date) >= prctile(vec(Y(:, date)), 200/3); +h23 = mean(own(sel)); + + +% age >= 65 (time >= 160 & time <=244) + +date = 160 : 244; + +own = H(:, date + 1) > 0; % homeowner status at end of period + +sel = Y(:, date) < prctile(vec(Y(:, date)), 100/3); +h31 = mean(own(sel)); + +sel = Y(:, date) < prctile(vec(Y(:, date)), 200/3) & Y(:, date) >= prctile(vec(Y(:, date)), 100/3); +h32 = mean(own(sel)); + +sel = Y(:, date) >= prctile(vec(Y(:, date)), 200/3); +h33 = mean(own(sel)); + +%} + +% unconditionally, by income + +date = 1 : 244; + +own = H(:, date + 1) > 0; % homeowner status at end of period + +sel = Y(:, date) < prctile(vec(Y(:, date)), 100/3); +h1 = mean(own(sel)); + +sel = Y(:, date) < prctile(vec(Y(:, date)), 200/3) & Y(:, date) >= prctile(vec(Y(:, date)), 100/3); +h2 = mean(own(sel)); + +sel = Y(:, date) >= prctile(vec(Y(:, date)), 200/3); +h3 = mean(own(sel)); + + +hydata = [0.5020837; 0.6760808; 0.7466637]; + +figure(2) + +subplot(1, 2, 1); +set(gcf,'DefaultLineLineWidth', 3); + +bar([1; 2; 3], [hydata, [h1; h2; h3]]) + +set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) +set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') +xlabel('income', 'Interpreter','latex'); +title('Homeownership Rate', 'Interpreter','latex'); + + +% Unconditionally, by age + +% age < 45: (time <= 79) + +date = 1 : 79; + +own = H(:, date + 1) > 0; % homeowner status at end of period + +h1 = mean(own(:)); + + +% age >= 45 & age < 65 (time >= 80 & time <= 159) + +date = 80 : 159; + +own = H(:, date + 1) > 0; % homeowner status at end of period + +h2 = mean(own(:)); + + +% age >= 65 (time >= 160 & time <=244) + +date = 160 : 244; + +own = H(:, date + 1) > 0; % homeowner status at end of period + +h3 = mean(own(:)); + + +data = [0.38252 + 0.621366 + 0.669653 + 0.57441 + 0.766506 + 0.829845 + 0.601172 + 0.746819 + 0.775795]; + +hadata = [mean(data(1:3)); mean(data(4:6)); mean(data(7:9))]; + +subplot(1, 2, 2); +set(gcf,'DefaultLineLineWidth', 3); + +bar([1; 2; 3], [hadata, [h1; h2; h3]]) + +set(get(gcf,'CurrentAxes'),'FontSize',24,'LineWidth',2) +set(gca,'DefaultTextInterpreter', 'latex','TickLabelInterpreter','latex') +xlabel('age', 'Interpreter','latex'); +title('Homeownership Rate', 'Interpreter','latex'); diff --git a/42/replication_package/model_replication/Main nu infinity/simulate_ganong.m b/42/replication_package/model_replication/Main nu infinity/simulate_ganong.m new file mode 100644 index 0000000000000000000000000000000000000000..52b7f01d9d6e69491f703341eb5bd04e985ab258 --- /dev/null +++ b/42/replication_package/model_replication/Main nu infinity/simulate_ganong.m @@ -0,0 +1,604 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 5; + +% Without intervention + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:, 1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:, 1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); +Rt = zeros(S, 1); +MPRt = zeros(S, 1); % Beraja-Hurst propensity to refinance: amount of newly refinanced mortgages / outstanding stock of all existing mortgages +Emt = zeros(S, 1); % median equity (1 - LTV) for borrowers + + + +for time = 1 : S + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + Rt(time) = mean(vec(Dsim(:, :, time) == 4 & Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0))/mean(vec(Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0)); + +end + + +% With intervention + +start_new; + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = zeros(2*N, T, S); + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +Rcsim = zeros(2*N, T, S + 1); + +Rcsim(:, :, 1 : 2) = 1; + +Ocsim(:, :, 2) = Osim(:,:,2); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + + rent = Hcsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time), Rcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + rind = state(:, 5); % made this state variable an index (1, 2), or else doesn't respect monotonicity + + ntemp = numel(find(~rent)); + + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind, rind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + inactive = Dcsim(:, initage, time) == 5; + + Rcsim(:, initage, time + 1) = Rcsim(:, initage, time).*inactive + p.nr.*(1 - inactive); + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nr, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), Rcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Yct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); +Rct = zeros(S, 1); + +for time = 1 : S + + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)).*Hcsim(:, :, time))); + Rct(time) = mean(vec(Dcsim(:, :, time) == 4 & Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0))/mean(vec(Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0)); + +end + + + + +% Next, simulate Ganong-Noel Experiment + + +Agsim = Asim; +Ogsim = Osim; +Thgsim = Thsim; +Hgsim = Hsim; + +Cgsim = Csim; +Lgsim = Lsim; +Dgsim = Dsim; + +Vgsim = zeros(2*N, T, S); + +Pallgsim = Pallsim; +Vallgsim = Vallsim; + +Rgsim = zeros(2*N, T, S + 1); + +Rgsim(:, :, 1 : 2) = 1; + +time = 2; + +%Thgsim(:, :, time) = Thsim(:, :, time); +%Ogsim(:, :, time) = min(Osim(:, :, time) + 0.056978./Thsim(:, :, time), 1).*(Hsim(:, :, time) > 0 & Osim(:, :, time) > 0 & Thsim(:, :, time) > 0); % only for borrowers % make change a fixed fraction of value of their homes + +% Select these if want to introduce liquidity injection after interest rate change + +if experiment == 1 + + Thgsim(:, :, time) = Thsim(:, :, time).*(Thsim(:, :,time) > 0 & Hsim(:,:,time) > 0) + p.tgrid(end).*(Thsim(:, :,time) == 0 & Hsim(:,:,time) > 0); + Ogsim(:, :, time) = min(Osim(:, :, time) + 0.01/(1 + p.rm0)./Thgsim(:, :, time), 1).*(Hsim(:, :, time) > 0); % make change a fixed fraction of value of their homes + +end + +Transfer = (1 + p.rm0)*(Ogsim(:, :, time).*Thgsim(:, :, time) - Osim(:, :, time).*Thsim(:, :, time)).*Hsim(:, :, time); + +RHS = (1 + interest(Asim(:, :, time), p)).*Asim(:, :, time) + Transfer; + +data = [RHS(:)./(1 + p.rh), RHS(:)./(1 + p.rl)]; + + +Agsim(:, :, time) = reshape(bisect('findtransfer', min(data, [], 2) - 0.1, max(data, [], 2) + 0.1, RHS(:), p), 2*N, T); + + +% Only comment out if GN payment and principal reduction + +%Ogsim(:, :, time) = Osim(:, :, time); +%Thgsim(:, :, time) = Thsim(:, :, time); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + + rent = Hgsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Agsim(rent, initage, time), p)).*Agsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vgsim(rent, initage, time), Pallgsim(rent, 1 : 3, initage, time), Vallgsim(rent, 1 : 3, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallgsim(rent, 1 : 3, initage, time), 2)]; + + + Dgsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dgsim(rent, initage, time)); + + Lgsim(rent, initage, time) = Lall(ind); + Ogsim(rent, initage, time + 1) = Oall(ind); + Thgsim(rent, initage, time + 1) = Thall(ind); + Hgsim(rent, initage, time + 1) = Hall(ind); + + + % Homeowners + + Attemp = (1 + interest(Agsim(~rent, initage, time), p)).*Agsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hgsim(~rent, initage, time); + + state = [Attemp, Ogsim(~rent, initage, time), Thgsim(~rent, initage, time), Hgsim(~rent, initage, time), Rgsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + rind = state(:, 5); % made this state variable an index (1, 2), or else doesn't respect monotonicity + + ntemp = numel(find(~rent)); + + + [Lall, Oall, Thall, Hall, Vgsim(~rent, initage, time), Pallgsim(~rent, :, initage, time), Vallgsim(~rent, :, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind, rind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallgsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dgsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dgsim(~rent, initage, time)); + + Lgsim(~rent, initage, time) = Lall(ind); + Ogsim(~rent, initage, time + 1) = Oall(ind); + Thgsim(~rent, initage, time + 1) = Thall(ind); + Hgsim(~rent, initage, time + 1) = Hall(ind); + + + inactive = Dgsim(:, initage, time) == 5; + + Rgsim(:, initage, time + 1) = Rgsim(:, initage, time).*inactive + p.nr.*(1 - inactive); + + + % Find consumption + + rent = Hgsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nr, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lgsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lgsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Cgsim(rent, initage, time) = max(min(Crint(Lgsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Agsim(rent, initage, time + 1)] = savings(Cgsim(rent, initage, time), Lgsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lgsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lgsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Cgsim(~rent, initage, time) = max(min(Chint(Lgsim(~rent, initage, time), Ogsim(~rent,initage, time + 1), Thgsim(~rent,initage, time + 1), Hgsim(~rent,initage, time + 1), Rgsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Agsim(~rent, initage, time + 1)] = savings(Cgsim(~rent, initage, time), Lgsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + if age == T + + Agsim(:, initage, time + 1) = 0; + Ogsim(:, initage, time + 1) = 0; + Thgsim(:, initage, time + 1) = 0; + Hgsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cgt = zeros(S, 1); +Ygt = zeros(S, 1); +Agt = zeros(S, 1); +Hgt = zeros(S, 1); +Dgt = zeros(S, 1); +Rgt = zeros(S, 1); + + +for time = 1 : S + + Cgt(time) = mean(vec(Cgsim(:, :, time))); + Hgt(time) = mean(vec(Hgsim(:, :, time))); + Agt(time) = mean(vec(Agsim(:, :, time))); + Dgt(time) = mean(vec(Ogsim(:, :, time).*Thgsim(:, :, time).*p.Pgrid(Rgsim(:,:,time)).*Hgsim(:, :, time))); + Rgt(time) = mean(vec(Dgsim(:, :, time) == 4 & Hgsim(:, :, time) > 0 & Ogsim(:, :, time).*Thgsim(:, :, time) > 0))/mean(vec(Hgsim(:, :, time) > 0 & Ogsim(:, :, time).*Thgsim(:, :, time) > 0)); + +end + +Vnew = reshape(Vgsim(:, :, 2), 2*N*T, 1); +Vold = reshape(Vcsim(:, :, 2), 2*N*T, 1); +UCold = reshape(Ccsim(:, :, 2).^(- p.sigma), 2*N*T, 1); +Tran = reshape(Transfer, 2*N*T, 1); + +ind = Tran > 0; + +gains = max(min((Vnew(ind) - Vold(ind))./Transfer(ind)./UCold(ind), 1), 0); % small fraction due to interpolation error + + +PTI = p.mbar0*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + +LTV = Osim(:, :, time).*Thsim(:, :, time)/dP; + +sel = LTV > 0.95; +sel = sel(ind); + +if 0 % annual MPC + +MPC = (Cgsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 2).^(-p.sigma/p.gamma) - (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma))) + ... + (Cgsim(:, :, 3) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 3).^(-p.sigma/p.gamma) - (Ccsim(:, :, 3) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 3).^(-p.sigma/p.gamma))) + ... + (Cgsim(:, :, 4) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 4).^(-p.sigma/p.gamma) - (Ccsim(:, :, 4) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 4).^(-p.sigma/p.gamma))) + ... + (Cgsim(:, :, 5) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 5).^(-p.sigma/p.gamma) - (Ccsim(:, :, 5) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 5).^(-p.sigma/p.gamma))); + +MPC = reshape(MPC, 2*N*T, 1); + +MPC = MPC(ind)./Tran(ind); + +else % quarterly MPC + +MPC = (Cgsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Cgsim(:, :, 2).^(-p.sigma/p.gamma) - (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma))); + +MPC = reshape(MPC, 2*N*T, 1); + +MPC = MPC(ind)./Tran(ind); + + +end + +fprintf('\n') + +fprintf('Fraction who benefit = %9.2f %9.2f\n', [mean(gains > 0), sum(gains > 0 & sel)/sum(sel)]); +fprintf('\n') + +fprintf('Willingness to pay, mean = %9.2f %9.2f\n', [mean(gains(gains > 0)), mean(gains(gains > 0 & sel)) ]); +fprintf('Willingness to pay, 10th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 10), prctile(gains(gains > 0 & sel), 10) ]); +fprintf('Willingness to pay, 25th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 25), prctile(gains(gains > 0 & sel), 25) ]); +fprintf('Willingness to pay, 50th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 50), prctile(gains(gains > 0 & sel), 50) ]); +fprintf('Willingness to pay, 75th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 75), prctile(gains(gains > 0 & sel), 75) ]); +fprintf('Willingness to pay, 90th pctile = %9.2f %9.2f\n', [prctile(gains(gains > 0), 90), prctile(gains(gains > 0 & sel), 90) ]); +fprintf('\n') + + +fprintf('Fraction consumed, mean = %9.2f %9.2f\n', [mean(MPC(gains > 0)), mean(MPC(gains > 0 & sel)), ]); +fprintf('Fraction consumed, 10th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 10), prctile(MPC(gains > 0 & sel), 10)]); +fprintf('Fraction consumed, 25th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 25), prctile(MPC(gains > 0 & sel), 25)]); +fprintf('Fraction consumed, 50th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 50), prctile(MPC(gains > 0 & sel), 50)]); +fprintf('Fraction consumed, 75th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 75), prctile(MPC(gains > 0 & sel), 75)]); +fprintf('Fraction consumed, 90th pctile = %9.2f %9.2f\n', [prctile(MPC(gains > 0), 90), prctile(MPC(gains > 0 & sel), 90)]); diff --git a/42/replication_package/model_replication/Main nu infinity/simulate_liquidity.m b/42/replication_package/model_replication/Main nu infinity/simulate_liquidity.m new file mode 100644 index 0000000000000000000000000000000000000000..986c56d655545d1a797459cda01ff0355d5ef020 --- /dev/null +++ b/42/replication_package/model_replication/Main nu infinity/simulate_liquidity.m @@ -0,0 +1,540 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 5; + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); +Deltasim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); + + +% find out who is constrained in period 2 + + +for time = 1 : S + + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + +end + + +% Next Study Liquidity Injection: raise everyone's omega by 1% and increase A by the corresponding amount + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = Vsim; + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +time = 2; + +Thcsim(:, :, time) = Thsim(:, :, time).*(Thsim(:, :,time) > 0 & Hsim(:,:,time) > 0) + p.tgrid(end).*(Thsim(:, :,time) == 0 & Hsim(:,:,time) > 0); + +Ocsim(:, :, time) = min(Osim(:, :, time) + 0.01/(1 + p.rm)./Thcsim(:, :, time), 1).*(Hsim(:, :, time) > 0); + + +Transfer = (1 + p.rm)*(Ocsim(:, :, time).*Thcsim(:, :, time) - Osim(:, :, time).*Thsim(:, :, time)).*Hsim(:, :, time); + +RHS = (1 + interest(Asim(:, :, time), p)).*Asim(:, :, time) + Transfer; + +data = [RHS(:)./(1 + p.rh), RHS(:)./(1 + p.rl)]; + + +Acsim(:, :, time) = reshape(bisect('findtransfer', min(data, [], 2) - 0.1, max(data, [], 2)+0.1, RHS(:), p), 2*N, T); + + +%Ocsim(:, :, time) = Osim(:, :, time); +%Thcsim(:, :, time) = Thsim(:, :, time); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + % Renters + + rent = Hcsim(:, initage, time) == 0; + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); + + +for time = 1 : S + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*Hcsim(:, :, time))); + +end + + +MPCt = (Cct - Ct)/mean(vec(Transfer)); + + +% Ask: how many homeowners (in period time = 2) benefit, so Vcsim(:, :, time) > Vsim(:, :, time) and what do + +% 1. Fraction of homeowners who benefit + +% 2. Distribution of welfare gains + +Vnew = reshape(Vcsim(:, :, 2), 2*N*T, 1); +Vold = reshape(Vsim(:, :, 2), 2*N*T, 1); +UCold = reshape(Csim(:, :, 2).^(- p.sigma), 2*N*T, 1); +Transfer = reshape(Transfer, 2*N*T, 1); + +PTI = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + +ind = Transfer > 0; + +gains = max(min((Vnew(ind) - Vold(ind))./Transfer(ind)./UCold(ind), 1), 0); % small fraction due to interpolation error + +htm = PTI >=0.17; +htm = reshape(htm, 2*N*T, 1); + +htm = htm(ind); + +fbenefit = mean(gains > 0); + +MPC = (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma) - (Csim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Csim(:, :, 2).^(-p.sigma/p.gamma))); +MPC = reshape(MPC, 2*N*T, 1); + +MPC = MPC(ind)./Transfer(ind); + +clc + +fprintf('Table 6\n') +fprintf('\n') +fprintf('A. Value of Liquidity\n') +fprintf('\n') +fprintf('Fraction better off = %9.2f \n', fbenefit); +fprintf('\n') +fprintf('Willingness to pay\n'); +fprintf('\n') +fprintf('mean = %9.2f \n', mean(gains(gains > 0))); +fprintf('10th pctile = %9.2f \n', prctile(gains(gains > 0), 10)); +fprintf('25th pctile = %9.2f \n', prctile(gains(gains > 0), 25)); +fprintf('50th pctile = %9.2f \n', prctile(gains(gains > 0), 50)); +fprintf('75th pctile = %9.2f \n', prctile(gains(gains > 0), 75)); +fprintf('90th pctile = %9.2f \n', prctile(gains(gains > 0), 90)); +fprintf('\n') +fprintf('\n') +fprintf('B. Fraction Consumed \n') + +fprintf('\n') + +fprintf('mean = %9.2f \n', mean(MPC(gains > 0))); +fprintf('10th pctile = %9.2f \n', prctile(MPC(gains > 0), 10)); +fprintf('25th pctile = %9.2f \n', prctile(MPC(gains > 0), 25)); +fprintf('50th pctile = %9.2f \n', prctile(MPC(gains > 0), 50)); +fprintf('75th pctile = %9.2f \n', prctile(MPC(gains > 0), 75)); +fprintf('90th pctile = %9.2f \n', prctile(MPC(gains > 0), 90)); + + +% plot value of liquidity as a function of various characteristics + +% 1. Loan to Value + +ltv = Thsim(:, :, 2).*Osim(:,:,2); +lasst = Asim(:, :, 2)./(Asim(:,:,2) + (1 - Thsim(:, :, 2).*Osim(:, :, 2)).*Hsim(:,:,2)); % liquid assets to wealth +logy = log(Ysim(:, :, 2)); % log income +pti = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + + +ltv = ltv(ind); +lasst = lasst(ind); +logy = logy(ind); +pti = pti(ind); + +prefi = squeeze(Pallsim(:, 4, :, time)); +prefi = prefi(ind); + +xx = [ltv, pti, lasst, logy]; +yy = gains; + +figure(5) +subplot(2, 2, 1) + +[xxmed, yymed] = binned_plot(xx(:,1), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, 0, 0.9); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); + +hold on; + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('loan-to-value ratio','Interpreter','latex'); +ylabel('value of liquidity','Interpreter','latex'); +title('A. LTV','Interpreter','latex'); +box on + + +subplot(2, 2, 2) + +[xxmed, yymed] = binned_plot(xx(:,2), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, 0, 0.3); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('payment to income ratio','Interpreter','latex'); +title('B. PTI','Interpreter','latex'); +box on + + + +subplot(2, 2, 3) + +[xxmed, yymed] = binned_plot(xx(:,3), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, xxmed(1), xxmed(end)); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('liquid assets to wealth','Interpreter','latex'); +ylabel('value of liquidity','Interpreter','latex'); +title('C. Liquid Assets to Wealth','Interpreter','latex'); +box on + + +subplot(2, 2, 4) + +[xxmed, yymed] = binned_plot(xx(:,4), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, xxmed(1), xxmed(end)); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('log income','Interpreter','latex'); +title('D. Income','Interpreter','latex'); +box on diff --git a/42/replication_package/model_replication/Main nu infinity/simulate_new.m b/42/replication_package/model_replication/Main nu infinity/simulate_new.m new file mode 100644 index 0000000000000000000000000000000000000000..bc97bd94237346f1bed2e2e6452dd5ee8b94666c --- /dev/null +++ b/42/replication_package/model_replication/Main nu infinity/simulate_new.m @@ -0,0 +1,509 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 5; + +% Without intervention + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:, 1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:, 1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); +Rt = zeros(S, 1); +MPRt = zeros(S, 1); % Beraja-Hurst propensity to refinance: amount of newly refinanced mortgages / outstanding stock of all existing mortgages +Emt = zeros(S, 1); % median equity (1 - LTV) for borrowers + + + +for time = 1 : S + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + Rt(time) = mean(vec(Dsim(:, :, time) == 4 & Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0))/mean(vec(Hsim(:, :, time) > 0 & Osim(:, :, time).*Thsim(:, :, time) > 0)); + + MPRt(time) = sum(vec((Dsim(:,:, time) == 4).*Osim(:, :, time + 1).*Thsim(:, :, time + 1).*Hsim(:, :, time + 1)))/... + sum(vec( Osim(:, :, time ).*Thsim(:, :, time ).*Hsim(:, :, time ))); + + LTV = vec(Osim(:, :, time).*Thsim(:, :, time)); + + Emt(time) = 1 - median(LTV(LTV > 0)); + +end + + +% With intervention + +start_new; + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = zeros(2*N, T, S); + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +Rcsim = zeros(2*N, T, S + 1); + +Rcsim(:, :, 1 : 2) = 1; + +Ocsim(:, :, 2) = Osim(:,:,2); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + + rent = Hcsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time), Rcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + rind = state(:, 5); % made this state variable an index (1, 2), or else doesn't respect monotonicity + + ntemp = numel(find(~rent)); + + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh_new(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind, rind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + inactive = Dcsim(:, initage, time) == 5; + + Rcsim(:, initage, time + 1) = Rcsim(:, initage, time).*inactive + p.nr.*(1 - inactive); + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nr, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), Rcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Yct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); +Rct = zeros(S, 1); +MPRct = zeros(S, 1); % Beraja-Hurst propensity to refinance: amount of newly refinanced mortgages / outstanding stock of all existing mortgages +Emct = zeros(S, 1); % median equity (1 - LTV) for borrowers + + +for time = 1 : S + + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)).*Hcsim(:, :, time))); + Rct(time) = mean(vec(Dcsim(:, :, time) == 4 & Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0))/mean(vec(Hcsim(:, :, time) > 0 & Ocsim(:, :, time).*Thcsim(:, :, time) > 0)); + + MPRct(time) = sum(vec((Dcsim(:,:, time) == 4).*Ocsim(:, :, time + 1).*Thcsim(:, :, time + 1).*p.Pgrid(Rcsim(:, :, time + 1)).*Hcsim(:, :, time + 1)))/... + sum(vec( Ocsim(:, :, time ).*Thcsim(:, :, time ).*p.Pgrid(Rcsim(:, :, time )).*Hcsim(:, :, time ))); + + if time == 1 + + LTV = vec(Ocsim(:, :, time).*Thcsim(:, :, time)); + + else + + LTV = vec(Ocsim(:, :, time).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)))/p.Pgrid(p.nr); + + end + + Emct(time) = 1 - median(LTV(LTV > 0)); + +end + + + +% Characteristics of those who refinance: with and without the shock + +Wsim = Asim + Hsim.*(1 - Osim.*Thsim); + +time = 2; + +Wtemp = Wsim(:, :, time); % only state variables +Atemp = Asim(:, :, time); +LTV = Osim(:, :, time).*Thsim(:, :, time); +Htemp = Hsim(:, :, time); +LY = Atemp./Ysim(:, :, time); +Sh = 1 - Atemp./Wtemp; +Agetemp = Agesim(:, :, time)/4 + 25; +Ytemp = Ysim(:, :, time); + +refin = Dsim(:, :, time) == 4 & Hsim(:, :, time) > 0; +owner = Hsim(:, :, time) > 0; + +fprintf('\n'); +fprintf('Characteristics of Refinancers Absent Shock\n'); +fprintf('\n'); +fprintf('All, Refinance, Dont Refinance\n'); + +fprintf('\n'); + +fprintf('\n'); +fprintf('Mean Liquid Assets = %9.2f %9.2f %9.2f \n', [mean(Atemp(owner)), mean(Atemp(owner & refin)), mean(Atemp(owner & ~refin))]); +fprintf('Mean Income = %9.2f %9.2f %9.2f \n', [mean(Ytemp(owner)), mean(Ytemp(owner & refin)), mean(Ytemp(owner & ~refin))]); +fprintf('Mean Liquid Asset to Income = %9.2f %9.2f %9.2f \n', [mean(LY(owner)), mean(LY(owner & refin)), mean(LY(owner & ~refin))]); +fprintf('Mean Share Housing Wealth = %9.2f %9.2f %9.2f \n', [mean(Sh(owner)), mean(Sh(owner & refin)), mean(Sh(owner & ~refin))]); +fprintf('Mean Wealth = %9.2f %9.2f %9.2f \n', [mean(Wtemp(owner)), mean(Wtemp(owner & refin)), mean(Wtemp(owner & ~refin))]); +fprintf('Mean LTV = %9.2f %9.2f %9.2f \n', [mean(LTV(owner)), mean(LTV(owner & refin)), mean(LTV(owner & ~refin))]); +fprintf('Mean House = %9.2f %9.2f %9.2f \n', [mean(Htemp(owner)), mean(Htemp(owner & refin)), mean(Htemp(owner & ~refin))]); +fprintf('Mean Age = %9.2f %9.2f %9.2f \n', [mean(Agetemp(owner)), mean(Agetemp(owner & refin)), mean(Agetemp(owner & ~refin))]); + +fprintf('\n'); +fprintf('\n'); + + +Wcsim = zeros(size(Acsim)); + +Wcsim(:,:, 1) = Acsim(:, :, 1) + p.Pgrid(1)*Hcsim(:, :, 1).*(1 - Ocsim(:, :, 1).*Thcsim(:, :, 1)); + +Wcsim(:, :, 2: end) = Acsim(:, :, 2 : end) + p.Pgrid(p.nr)*Hcsim(:,:,2:end) - p.Pgrid(Rcsim(:,:,2:end)).*Ocsim(:, :, 2:end).*Thcsim(:, :, 2:end); + +time = 2; + +Wtemp = Wcsim(:, :, time); % only state variables +Atemp = Acsim(:, :, time); +LTV = Ocsim(:, :, time).*Thcsim(:, :, time); +Htemp = Hcsim(:, :, time); +LY = Atemp./Ysim(:, :, time); +Sh = 1 - Atemp./Wtemp; +Agetemp = Agesim(:, :, time)/4 + 25; +Ytemp = Ysim(:, :, time); + +refin = Dcsim(:, :, time) == 4 & Hcsim(:, :, time) > 0; +owner = Hcsim(:, :, time) > 0; + +fprintf('\n'); +fprintf('Characteristics of Refinancers With Shock\n'); +fprintf('\n'); +fprintf('All, Refinance, Dont Refinance\n'); + +fprintf('\n'); + +fprintf('\n'); +fprintf('Mean Liquid Assets = %9.2f %9.2f %9.2f \n', [mean(Atemp(owner)), mean(Atemp(owner & refin)), mean(Atemp(owner & ~refin))]); +fprintf('Mean Income = %9.2f %9.2f %9.2f \n', [mean(Ytemp(owner)), mean(Ytemp(owner & refin)), mean(Ytemp(owner & ~refin))]); +fprintf('Mean Liquid Asset to Income = %9.2f %9.2f %9.2f \n', [mean(LY(owner)), mean(LY(owner & refin)), mean(LY(owner & ~refin))]); +fprintf('Mean Share Housing Wealth = %9.2f %9.2f %9.2f \n', [mean(Sh(owner)), mean(Sh(owner & refin)), mean(Sh(owner & ~refin))]); +fprintf('Mean Wealth = %9.2f %9.2f %9.2f \n', [mean(Wtemp(owner)), mean(Wtemp(owner & refin)), mean(Wtemp(owner & ~refin))]); +fprintf('Mean LTV = %9.2f %9.2f %9.2f \n', [mean(LTV(owner)), mean(LTV(owner & refin)), mean(LTV(owner & ~refin))]); +fprintf('Mean House = %9.2f %9.2f %9.2f \n', [mean(Htemp(owner)), mean(Htemp(owner & refin)), mean(Htemp(owner & ~refin))]); +fprintf('Mean Age = %9.2f %9.2f %9.2f \n', [mean(Agetemp(owner)), mean(Agetemp(owner & refin)), mean(Agetemp(owner & ~refin))]); + +fprintf('\n'); +fprintf('\n'); + + +% MPC out of transfer in Ganong-Noel Experiment + + +time = 2; + +Transfer = (p.mbargrid(p.nr) - p.mbargrid(Rcsim(:, :, time))).*Thcsim(:, :, time).*p.Pgrid(Rcsim(:,:,time)).*Hcsim(:,:,time).*(Dcsim(:, :, time) == 5).*(Osim(:,:,time) > 0); + +dC = (Ccsim(:, :, time) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, time).^(-p.sigma/p.gamma) - (Csim(:, :, time) - p.phi^(1 + 1/p.gamma)*Csim(:, :, time).^(-p.sigma/p.gamma))); +dA = Acsim(:, :, time + 1) - Asim(:, :, time + 1); + +htm = Acsim(:, :, time + 1) <= 1/6.5*Ysim(:,:,time); + +gains = Vcsim(:, :, time) - Vsim(:, :, time); + +good = Transfer > 0 & Dcsim(:, :, time) == 5 & Dsim(:, :, time) == 5; + + +MPC = dC(good)./Transfer(good); +gains = gains(good); +htm = htm(good); + +fbenefit = mean(gains > 0); +fprintf('\n') + +fprintf('Fraction who benefit = %9.2f \n', fbenefit); + +fprintf('\n') +fprintf('MPC, mean = %9.2f %9.2f %9.2f \n', [mean(MPC(gains > 0)), mean(MPC(gains > 0 & htm)), mean(MPC(gains > 0 & ~htm)) ]); +fprintf('MPC, 10th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 10), prctile(MPC(gains > 0 & htm), 10), prctile(MPC(gains > 0 & ~htm), 10)]); +fprintf('MPC, 25th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 25), prctile(MPC(gains > 0 & htm), 25), prctile(MPC(gains > 0 & ~htm), 25)]); +fprintf('MPC, 50th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 50), prctile(MPC(gains > 0 & htm), 50), prctile(MPC(gains > 0 & ~htm), 50)]); +fprintf('MPC, 75th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 75), prctile(MPC(gains > 0 & htm), 75), prctile(MPC(gains > 0 & ~htm), 75)]); +fprintf('MPC, 90th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(gains > 0), 90), prctile(MPC(gains > 0 & htm), 90), prctile(MPC(gains > 0 & ~htm), 90)]); + diff --git a/42/replication_package/model_replication/Main nu infinity/simulate_taxrebate.m b/42/replication_package/model_replication/Main nu infinity/simulate_taxrebate.m new file mode 100644 index 0000000000000000000000000000000000000000..bfb5c7b2d8ef89db054c77be23c7e383b073b847 --- /dev/null +++ b/42/replication_package/model_replication/Main nu infinity/simulate_taxrebate.m @@ -0,0 +1,519 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +S = 3; + +Asim = zeros(2*N, T, S + 1); +Osim = zeros(2*N, T, S + 1); +Thsim = zeros(2*N, T, S + 1); +Hsim = zeros(2*N, T, S + 1); + +Csim = zeros(2*N, T, S); +Lsim = zeros(2*N, T, S); +Dsim = zeros(2*N, T, S); +Ysim = zeros(2*N, T, S); +Zsim = zeros(2*N, T, S); +Esim = zeros(2*N, T, S); +Vsim = zeros(2*N, T, S); +Pallsim = zeros(2*N, 5, T, S); +Vallsim = zeros(2*N, 5, T, S); +Usim = zeros(2*N, T, S); +Deltasim = zeros(2*N, T, S); + +Agesim = zeros(2*N, T, S); + + +Asim(:, :, 1) = Asave(:, 1 : T); +Osim(:, :, 1) = Osave(:, 1 : T); +Thsim(:, :, 1) = Thsave(:, 1 : T); +Hsim(:, :, 1) = Hsave(:, 1 : T); +Csim(:, :, 1) = Csave(:, 1 : T); +Lsim(:, :, 1) = Lsave(:, 1 : T); +Dsim(:, :, 1) = Dsave(:, 1 : T); +Ysim(:, :, 1) = Ysave(:, 1 : T); +Zsim(:, :, 1) = Zsave(:, 1 : T); +Esim(:, :, 1) = Esave(:, 1 : T); +Vsim(:, :, 1) = Vsave(:, 1 : T); +Usim(:, :, 1) = Usave(:, 1 : T); + +Deltasim(:, :, 1) = Deltasave(:, 1 : T); + +Pallsim(:, :, :, 1) = Pallsave; +Vallsim(:, :, :, 1) = Vallsave; + + +Agesim(:,:,1) = repmat((1 : 1 : T), 2*N, 1); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +% First simulate history of shocks to income + +for time = 2 : S + +Agesim(:, :, time) = rem(Agesim(:, : , time - 1), T) + 1; + + +for initage = 1 : T % go over all initial age bins + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Zsim(:, initage, time - 1), :), 2)]; + + Zsim(:, initage, time) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + Esim(:, initage, time) = bin; + + Ysim(:, initage, time) = p.lambdat(Agesim(:, initage, time)).*p.zgrid(Zsim(:, initage, time)).*p.egrid(Esim(:, initage, time)); + +end + +Usim(:, :, time) = rand(2*N, T); + +Deltasim(:, :, time) = rand(2*N, T); +Deltasim(:, :, time) = p.delta(1)*(Deltasim(:, :, time) <= p.pidelta(1)) + p.delta(2)*(Deltasim(:, :, time) > p.pidelta(1)); + +end + + +Asim(:, 1 : T - 1, 2) = Asave(:, 2 : T); +Asim(:, T, 2) = 0; + +Osim(:, 1 : T - 1, 2) = Osave(:, 2 : T); +Osim(:, T, 2) = 0; + +Thsim(:, 1 : T - 1, 2) = Thsave(:, 2 : T); +Thsim(:, T, 2) = 0; + +Hsim(:, 1 : T - 1, 2) = Hsave(:, 2 : T); +Hsim(:, T, 2) = 0; + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + rent = Hsim(:, initage, time) == 0; + + % Renters + + state = (1 + interest(Asim(rent, initage, time), p)).*Asim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vsim(rent, initage, time), Pallsim(rent, 1 : 3, initage, time), Vallsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(rent, 1 : 3, initage, time), 2)]; + + + Dsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dsim(rent, initage, time)); + + Lsim(rent, initage, time) = Lall(ind); + Osim(rent, initage, time + 1) = Oall(ind); + Thsim(rent, initage, time + 1) = Thall(ind); + Hsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Asim(~rent, initage, time), p)).*Asim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hsim(~rent, initage, time); + + state = [Attemp, Osim(~rent, initage, time), Thsim(~rent, initage, time), Hsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vsim(~rent, initage, time), Pallsim(~rent, :, initage, time), Vallsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallsim(~rent, :, initage, time), 2)]; + + Dsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dsim(~rent, initage, time)); + + Lsim(~rent, initage, time) = Lall(ind); + Osim(~rent, initage, time + 1) = Oall(ind); + Thsim(~rent, initage, time + 1) = Thall(ind); + Hsim(~rent, initage, time + 1) = Hall(ind); + + + % Find consumption + + rent = Hsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Csim(rent, initage, time) = max(min(Crint(Lsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Asim(rent, initage, time + 1)] = savings(Csim(rent, initage, time), Lsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Csim(~rent, initage, time) = max(min(Chint(Lsim(~rent, initage, time), Osim(~rent,initage, time + 1), Thsim(~rent,initage, time + 1), Hsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Asim(~rent, initage, time + 1)] = savings(Csim(~rent, initage, time), Lsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Asim(:, initage, time + 1) = 0; + Osim(:, initage, time + 1) = 0; + Thsim(:, initage, time + 1) = 0; + Hsim(:, initage, time + 1) = 0; + + end + + end +end + + + +Ct = zeros(S, 1); +Yt = zeros(S, 1); +At = zeros(S, 1); +Ht = zeros(S, 1); +Dt = zeros(S, 1); + + +% find out who is constrained in period 2 + + +for time = 1 : S + + Ct(time) = mean(vec(Csim(:, :, time))); + Yt(time) = mean(vec(Ysim(:, :, time))); + Ht(time) = mean(vec(Hsim(:, :, time))); + At(time) = mean(vec(Asim(:, :, time))); + Dt(time) = mean(vec(Osim(:, :, time).*Thsim(:, :, time).*Hsim(:, :, time))); + +end + + +% Next Study Impact of 500$ cash transfer + +Acsim = Asim; +Ocsim = Osim; +Thcsim = Thsim; +Hcsim = Hsim; + +Ccsim = Csim; +Lcsim = Lsim; +Dcsim = Dsim; + +Vcsim = Vsim; + +Pallcsim = Pallsim; +Vallcsim = Vallsim; + +time = 2; + + +Transfer = 0.0388; + +RHS = (1 + interest(Asim(:, :, time), p)).*Asim(:, :, time) + Transfer; + +data = [RHS(:)./(1 + p.rh), RHS(:)./(1 + p.rl)]; + +Acsim(:, :, time) = reshape(bisect('findtransfer', min(data, [], 2) - 0.1, max(data, [], 2) + 0.1, RHS(:), p), 2*N, T); + + +%Ocsim(:, :, time) = Osim(:, :, time); +%Thcsim(:, :, time) = Thsim(:, :, time); + + + +for time = 2 : S + for initage = 1 : T + + age = Agesim(1, initage, time); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, age), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, age), p.nl, p.nz), intmeth, 'linear'); + + % Renters + + rent = Hcsim(:, initage, time) == 0; + + state = (1 + interest(Acsim(rent, initage, time), p)).*Acsim(rent, initage, time); + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, Vcsim(rent, initage, time), Pallcsim(rent, 1 : 3, initage, time), Vallcsim(rent, 1 : 3, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'r', state(:,1), Ysim(rent, initage, time), Zsim(rent, initage, time)); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(rent, 1 : 3, initage, time), 2)]; + + + Dcsim(rent, initage, time) = ((Usim(rent, initage, time) < Pcum(:, 2:end)).*(Usim(rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 3)'; + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', Dcsim(rent, initage, time)); + + Lcsim(rent, initage, time) = Lall(ind); + Ocsim(rent, initage, time + 1) = Oall(ind); + Thcsim(rent, initage, time + 1) = Thall(ind); + Hcsim(rent, initage, time + 1) = Hall(ind); + + % Homeowners + + Attemp = (1 + interest(Acsim(~rent, initage, time), p)).*Acsim(~rent, initage, time) - Deltasim(~rent, initage, time).*Hcsim(~rent, initage, time); + + state = [Attemp, Ocsim(~rent, initage, time), Thcsim(~rent, initage, time), Hcsim(~rent, initage, time)]; % others don't matter directly + + hind = lookup1(p.hgrid, state(:, 4), 1); + tind = lookup1(p.tgrid, state(:, 3), 1); + + ntemp = numel(find(~rent)); + + [Lall, Oall, Thall, Hall, Vcsim(~rent, initage, time), Pallcsim(~rent, :, initage, time), Vallcsim(~rent, :, initage, time)] = ... + solveh(state, Whinterp, Wrinterp, p, p.thetay(age), 'h', state(:,1), Ysim(~rent, initage, time), Zsim(~rent, initage, time), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pallcsim(~rent, :, initage, time), 2)]; + + unif = rand(ntemp, 1); + + Dcsim(~rent, initage, time) = ((Usim(~rent, initage, time) < Pcum(:, 2:end)).*(Usim(~rent, initage, time) >= Pcum(:,1:end-1)))*(1 : 1 : 5)'; + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', Dcsim(~rent, initage, time)); + + Lcsim(~rent, initage, time) = Lall(ind); + Ocsim(~rent, initage, time + 1) = Oall(ind); + Thcsim(~rent, initage, time + 1) = Thall(ind); + Hcsim(~rent, initage, time + 1) = Hall(ind); + + + + % Find consumption + + rent = Hcsim(:, initage, time + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, age), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, age), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(rent, initage, time), p, 'r', amin); % c that implies a' = amin + + Ccsim(rent, initage, time) = max(min(Crint(Lcsim(rent, initage, time), p.zgrid(Zsim(rent, initage, time))), cmax), cmin); + + [~, Acsim(rent, initage, time + 1)] = savings(Ccsim(rent, initage, time), Lcsim(rent, initage, time), p, 'r'); % none of the other state variables matter + + + cmin = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, Lcsim(~rent, initage, time), p, 'h', amin); % c that implies a' = amin + + Ccsim(~rent, initage, time) = max(min(Chint(Lcsim(~rent, initage, time), Ocsim(~rent,initage, time + 1), Thcsim(~rent,initage, time + 1), Hcsim(~rent,initage, time + 1), p.zgrid(Zsim(~rent, initage, time))), cmax), cmin); + + [~, Acsim(~rent, initage, time + 1)] = savings(Ccsim(~rent, initage, time), Lcsim(~rent, initage, time), p, 'h'); % none of the other state variables matter + + + + if age == T + + Acsim(:, initage, time + 1) = 0; + Ocsim(:, initage, time + 1) = 0; + Thcsim(:, initage, time + 1) = 0; + Hcsim(:, initage, time + 1) = 0; + + end + + end +end + + +Cct = zeros(S, 1); +Act = zeros(S, 1); +Hct = zeros(S, 1); +Dct = zeros(S, 1); + + +for time = 1 : S + + Cct(time) = mean(vec(Ccsim(:, :, time))); + Hct(time) = mean(vec(Hcsim(:, :, time))); + Act(time) = mean(vec(Acsim(:, :, time))); + Dct(time) = mean(vec(Ocsim(:, :, time).*Thcsim(:, :, time).*Hcsim(:, :, time))); + +end + + +MPCt = (Cct - Ct)/mean(vec(Transfer)); + + +% Ask: how many homeowners (in period time = 2) benefit, so Vcsim(:, :, time) > Vsim(:, :, time) and what do + +% 1. Fraction of homeowners who benefit + +% 2. Distribution of welfare gains + +Vnew = reshape(Vcsim(:, :, 2), 2*N*T, 1); +Vold = reshape(Vsim(:, :, 2), 2*N*T, 1); +UCold = reshape(Csim(:, :, 2).^(- p.sigma), 2*N*T, 1); + +PTI = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + + +gains = max(min((Vnew(:) - Vold(:))./Transfer(:)./UCold(:), 1), 0); % small fraction due to interpolation error + + +MPC = (Ccsim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Ccsim(:, :, 2).^(-p.sigma/p.gamma) - (Csim(:, :, 2) - p.phi^(1 + 1/p.gamma)*Csim(:, :, 2).^(-p.sigma/p.gamma)))/Transfer; + +owners = Hsim(:, :, 2) > 0; + + +clc +fprintf('\n'); +fprintf('Table 7: Marginal Propensity to Consume out of a 500 Dollar Cash Transfer \n'); +fprintf('\n'); +fprintf('\n'); + +fprintf('C. Economy with nu = 0 \n'); +fprintf('\n'); +fprintf(' all homeowners renters\n'); + +fprintf('\n'); + +fprintf('mean = %9.2f %9.2f %9.2f \n', [mean(MPC(:)), mean(MPC(owners)), mean(MPC(~owners)) ]); +fprintf('10th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 10), prctile(MPC(owners), 10), prctile(MPC(~owners), 10)]); +fprintf('25th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 25), prctile(MPC(owners), 25), prctile(MPC(~owners), 25)]); +fprintf('50th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 50), prctile(MPC(owners), 50), prctile(MPC(~owners), 50)]); +fprintf('75th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 75), prctile(MPC(owners), 75), prctile(MPC(~owners), 75)]); +fprintf('90th pctile = %9.2f %9.2f %9.2f \n', [prctile(MPC(:), 90), prctile(MPC(owners), 90), prctile(MPC(~owners), 90)]); + + +% plot MPC as a function of various characteristics for homeowners + +% 1. Loan to Value + +ltv = Thsim(:, :, 2).*Osim(:,:,2); +lasst = Asim(:, :, 2)./(Asim(:,:,2) + (1 - Thsim(:, :, 2).*Osim(:, :, 2)).*Hsim(:,:,2)); % liquid assets to wealth +logy = log(Ysim(:, :, 2)); % log income +pti = p.mbar*Thsim(:, :, 2).*Hsim(:, :, 2)./Ysim(:,:,2).*(Osim(:, :, 2) > 0); + +ind = Hsim(:, :, 2) > 0; + + +ltv = ltv(ind); +lasst = lasst(ind); +logy = logy(ind); +pti = pti(ind); +mpc = MPC(ind); + +prefi = squeeze(Pallsim(:, 4, :, time)); +prefi = prefi(ind); + +xx = [ltv, pti, lasst, logy]; +yy = mpc; + +figure(5) +subplot(2, 2, 1) + +[xxmed, yymed] = binned_plot(xx(:,1), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, 0, 0.85); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); + +hold on; + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('loan-to-value ratio','Interpreter','latex'); +ylabel('MPC','Interpreter','latex'); +title('A. LTV','Interpreter','latex'); +box on + + +subplot(2, 2, 2) + +[xxmed, yymed] = binned_plot(xx(:,2), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, 0, 0.3); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('payment to income ratio','Interpreter','latex'); +title('B. PTI','Interpreter','latex'); +box on + + + +subplot(2, 2, 3) + +[xxmed, yymed] = binned_plot(xx(:,3), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, xxmed(1), xxmed(end)); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('liquid assets to wealth','Interpreter','latex'); +ylabel('MPC','Interpreter','latex'); +title('C. Liquid Assets to Wealth','Interpreter','latex'); +box on + + +subplot(2, 2, 4) + +[xxmed, yymed] = binned_plot(xx(:,4), yy, 11); + +ff = fit(xxmed, yymed, 'smoothingspline'); +xnode = nodeunif(11, xxmed(1), xxmed(end)); + +scatter(xnode, ff(xnode), 150, [0.02, 0.26, 0.48], 'filled'); set(gca, 'ygrid', 'on'); +hold on + +ffs = griddedInterpolant(xnode, ff(xnode), 'pchip'); + +xxnodes = nodeunif(100, xnode(1), xnode(end)); + +plot(xxnodes, ffs(xxnodes), 'LineWidth', 4, 'Color', [0.02, 0.26, 0.48]) + +xlabel('log income','Interpreter','latex'); +title('D. Income','Interpreter','latex'); +box on diff --git a/42/replication_package/model_replication/Main nu infinity/simulate_temp.m b/42/replication_package/model_replication/Main nu infinity/simulate_temp.m new file mode 100644 index 0000000000000000000000000000000000000000..ac028520d570758e31b9111695e196184047fa4c --- /dev/null +++ b/42/replication_package/model_replication/Main nu infinity/simulate_temp.m @@ -0,0 +1,554 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +N = 25000; +T = p.T; + +A = zeros(2*N, T + 1); % Liquid Assets +O = zeros(2*N, T + 1); % fraction of loan outstanding +Th = zeros(2*N, T + 1); % initial mortgage size +H = zeros(2*N, T + 1); % house size + +C = zeros(2*N, T); % consumption +L = zeros(2*N, T); % liquidity after making housing choice +D = zeros(2*N, T); % discrete choice: 1 ... 5 +Y = zeros(2*N, T); % income +V = zeros(2*N, T); % value function + +Pall = zeros(2*N, 5, T); +Vall = zeros(2*N, 5, T); + +% First simulate history of shocks to income + +rng(100); + +Z = zeros(2*N, T); +E = zeros(2*N, T); + +index = nodeunif(N, 1e-14, 1 - 1e-14); + +unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + +Fzcum = [0; cumsum(Fz)]; % cumulative ergodic for initial conditions +[~, bin] = histc(unif, Fzcum); % bin is the index of initial draw of z + +Z(:,1) = bin; + +unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + +Fecum = [0; cumsum(we)]; % cumulative ergodic for transitory shock +[~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + +E(:,1) = bin; + +Y(:,1) = p.lambdat(1)*p.zgrid(Z(:,1)).*p.egrid(E(:,1)); + + +for t = 2 : T + + unif = index(randperm(N)); unif = [unif; 1 - unif]; % mirror sampling + + Fzcum = [zeros(2*N, 1), cumsum(Fzz(Z(:,t-1), :), 2)]; + + Z(:,t) = ((unif < Fzcum(:, 2:end)).*(unif >= Fzcum(:,1:end-1)))*(1 : 1 : p.nz)'; + + + unif = index(randperm(N)); unif = [unif; 1 - unif]; + + [~, bin] = histc(unif, Fecum); % bin is the index of e transitory shock + + E(:,t) = bin; + + Y(:,t) = p.lambdat(t)*p.zgrid(Z(:,t)).*p.egrid(E(:,t)); + +end + +U = rand(2*N, T); +U = -log(U)/p.nu; % generate actual cost + + +% period 1 all are renters with 0 wealth + +t = 1; + + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +state = A(:, t); % others irrelevant here + +[Lall, Oall, Thall, Hall, V(:,t), Pall(:, 1: 3, t), Vall(:, 1 : 3, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'r', A(:, t), Y(:, t), Z(:, t)); + +Pcum = [zeros(2*N, 1), cumsum(Pall(:, 1: 3, t), 2)]; + +unif = rand(2*N, 1); + +[~, D(:, t)] = max([Vall(:, 1 : 2, t), Vall(:, 3, t) - U(:, t)], [], 2); + +ind = sub2ind([2*N, 3], (1 : 1 : 2*N)', D(:,t)); + +L(:, t) = Lall(ind); +O(:, t + 1) = Oall(ind); +Th(:, t + 1) = Thall(ind); +H(:, t + 1) = Hall(ind); + + +% Find consumption + +rent = H(:, t + 1) == 0; + +Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, t), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); +Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, t), p.nl, p.nz), intmeth, 'linear'); + +cmin = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amax); % c that implies a' = amin +cmax = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amin); % c that implies a' = amin + +C(rent, t) = max(min(Crint(L(rent, t), p.zgrid(Z(rent, t))), cmax), cmin); + +[~, A(rent, t+1)] = savings(C(rent,t), L(rent, t), p, 'r'); % none of the other state variables matter + +cmin = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amax); % c that implies a' = amin +cmax = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amin); % c that implies a' = amin + +C(~rent,t) = max(min(Chint(L(~rent, t), O(~rent, t+1), Th(~rent, t+1), H(~rent, t+1), p.zgrid(Z(~rent, t))), cmax), cmin); + +[~, A(~rent, t+1)] = savings(C(~rent,t), L(~rent,t), p, 'h'); + + +for t = 2 : T + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + rent = H(:, t) == 0; + + % Renters + + state = A(rent, t); % others don't matter directly + + ntemp = numel(find(rent)); + + [Lall, Oall, Thall, Hall, V(rent,t), Pall(rent, 1 : 3, t), Vall(rent, 1 : 3, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'r', A(rent, t), Y(rent, t), Z(rent, t)); + + [~, D(rent, t)] = max([Vall(rent, 1 : 2, t), Vall(rent, 3, t) - U(rent, t)], [], 2); + + ind = sub2ind([ntemp, 3], (1 : 1 : ntemp)', D(rent, t)); + + L(rent, t) = Lall(ind); + O(rent, t + 1) = Oall(ind); + Th(rent, t + 1) = Thall(ind); + H(rent, t + 1) = Hall(ind); + + + % Homeowners + + ntemp = numel(find(~rent)); + + state = [A(~rent, t), O(~rent, t), Th(~rent, t), H(~rent, t)]; % others don't matter directly + + hind = lookup1(p.hgrid, H(~rent, t), 1); + tind = lookup1(p.tgrid, Th(~rent, t), 1); + + [Lall, Oall, Thall, Hall, V(~rent,t), Pall(~rent, :, t), Vall(~rent, :, t)] = solveh(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', A(~rent, t), Y(~rent, t), Z(~rent, t), hind, tind); + + Pcum = [zeros(ntemp, 1), cumsum(Pall(~rent, :, t), 2)]; + + [~, D(~rent, t)] = max([Vall(~rent, 1 : 2, t), Vall(~rent, 3 : 4, t) - U(~rent, t), Vall(~rent, 5, t)], [], 2); + + ind = sub2ind([ntemp, 5], (1 : 1 : ntemp)', D(~rent, t)); + + L(~rent, t) = Lall(ind); + O(~rent, t + 1) = Oall(ind); + Th(~rent, t + 1) = Thall(ind); + H(~rent, t + 1) = Hall(ind); + + % Find consumption + + rent = H(:, t + 1) == 0; + + Chint = griddedInterpolant({p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid}, reshape(ch(:, t), p.nl, p.no, p.nt, p.nh, p.nz), intmeth, 'linear'); + Crint = griddedInterpolant({p.lgrid, p.zgrid}, reshape(cr(:, t), p.nl, p.nz), intmeth, 'linear'); + + cmin = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, L(rent, t), p, 'r', amin); % c that implies a' = amin + + C(rent, t) = max(min(Crint(L(rent, t), p.zgrid(Z(rent, t))), cmax), cmin); + + [~, A(rent, t+1)] = savings(C(rent,t), L(rent, t), p, 'r'); % none of the other state variables matter + + cmin = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amax); % c that implies a' = amin + cmax = bisect('savings', 1e-13, 1e5, L(~rent, t), p, 'h', amin); % c that implies a' = amin + + C(~rent,t) = max(min(Chint(L(~rent, t), O(~rent, t+1), Th(~rent, t+1), H(~rent, t+1), p.zgrid(Z(~rent, t))), cmax), cmin); + + [~, A(~rent, t+1)] = savings(C(~rent,t), L(~rent,t), p, 'h'); + + +end + +Asave = A; +Osave = O; +Thsave = Th; +Hsave = H; +Csave = C; +Lsave = L; +Dsave = D; +Ysave = Y; +Zsave = Z; +Esave = E; +Vsave = V; +Pallsave = Pall; +Vallsave = Vall; +Usave = U; + + + + +%{ + +figure(2) + +id = 1; + +subplot(2,2,1), plot([C(id, 1 : p.T)', Y(id, 1 : p.T)']); +title('Consumption and Income', 'Interpreter','Latex'); +h = legend('consumption', 'income'); +set(gca, 'ygrid', 'on') +set(h,'Interpreter','latex'); + + +subplot(2,2,2), plot([A(id, 1 : p.T + 1)', H(id, 1 : p.T + 1)'.*(1 - O(id, 1 : p.T + 1)'.*Th(id, 1 : p.T + 1)')]); +title('Wealth', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') +h = legend('liquid', 'illiquid'); +set(h,'Interpreter','latex'); + +subplot(2,2,3), plot([H(id, 2 : p.T + 1)', (p.R/p.alpha)^(-1/p.sigma)*C(id, :)']) +title('Housing', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +subplot(2,2,4), plot(O(id, 1 : p.T + 1)'.*Th(id, 1 : p.T + 1)') +title('LTV', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + + + +figure(3) + +subplot(2,2,1), plot([mean(C(:, 1 : p.T))', mean(Y(:, 1 : p.T))']); +title('Consumption and Income', 'Interpreter','Latex'); +xlabel('age', 'Interpreter','Latex'); +legend('consumption', 'income') +set(gca, 'ygrid', 'on') + +subplot(2,2,2), plot([mean(A)', mean(H.*(1 - Th.*O))']); +title('Wealth', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') +h = legend('liquid', 'illiquid'); +set(h,'Interpreter','latex'); + +subplot(2,2,3), plot([mean(H)']); +title('Housing Stock', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +subplot(2,2,4), plot([mean(Th.*H.*O)'./mean(H)']); +title('LTV', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') + +%} + +W = A + H.*(1 - Th.*O); +Debt = H.*Th.*O; +Yh = p.phi^(1 + 1/p.gamma)*C.^(-p.sigma/p.gamma); % home production +Rent = p.R*(p.R/p.alpha)^(-1/p.sigma)*C.*(H(:, 2:end) == 0); + +Debttilde = zeros(2*N, T + 1); +Debttilde(H > 0) = (Debt(H > 0) - p.F0m)./(1 + p.F1m); +% +% Fextractage = zeros(p.T, 1); +% +% for t = 2 : p.T +% +% Fextractage(t) = mean(D(:,t) == 4 & H(:,t-1) > 0 & Debt(:, /mean(vec(H(:, 1 : end-1) > 0 & Debt(:, 1 : end - 1) > 0 ))*4; +% +% +% end + +% Check aggregate resource constraint +% transaction costs: + +Ftrans = (H(:, 1 : end - 1) == 0).*(D == 3).*(p.F0m + p.F1m*Debttilde(:, 2:end)) + ... % mortgage origination cost for renters + (H(:, 1 : end - 1) > 0).*(D <= 3).*(p.Fs*H(:, 1 : end - 1)) + ... % house selling costs for homeowners + (H(:, 1 : end - 1) > 0).*(D == 3 | D == 4).*(p.F0m + p.F1m*Debttilde(:, 2:end)); % mortgage origination cost for homeowners + +%{ +t = 1 : T; + +rl = 1./(1 + exp(-p.r1*(A(:, t) - p.r2)))*(p.rh - p.rl) + p.rl; + +err_agg = norm(vec(C(:,t) + H(:, t+1) + A(:, t+1) + (1 + p.rm)*Debt(:, t) + Rent(:,t) - Yh(:,t) - Y(:,t) - (1 + rl).*A(:, t) - H(:, t) - Debt(:, t+1) + Ftrans(:,t))) + +fprintf('Err in Agg Resource Constr = %9.2e \n', err_agg); +%} + +fsell = mean(vec(D <= 3 & H(:, 1 : end-1) > 0))/ mean(vec(H(:, 1 : end-1) > 0))*4; +fmortg = mean(vec(Th(:,1:end-1).*O(:,1:end-1) > 0 & H(:, 1 : end-1) > 0)) / mean(vec(H(:, 1 : end-1) > 0)); + +agewealthratio = mean(vec(W(:, 41*4 + 1 : end))) / mean(vec(W(:, 2 : 41*4))); + +reqpayment = p.mbar*Th(:, 1:end - 1).*H(:, 1:end - 1).*(O(:, 1:end - 1) > 0).*(D == 5); +actpayment = ((1 + p.rm)*Debt(:, 1 : end - 1) - Debt(:, 2 : end)).*(D == 5); + +fcurtail = sum(actpayment(:) > 1e-4 + reqpayment(:) & reqpayment(:) > 0 & D(:) == 5)/sum(reqpayment(:) > 0 & D(:) == 5); + +PTI = reqpayment(reqpayment > 0)./Y(reqpayment > 0); + +HY = H(:, 2:end)./Y/4; + +Age = zeros(2*N, T); % mortgage age + +for t = 2 : T + + Age(:,t) = (Age(:,t-1) + 1/4).*(Age(:,t-1) > 0 & D(:,t) == 5) + 1/4.*(D(:,t) == 3 | D(:,t) == 4); + +end + +Age = Age - 1/4; + +Age = floor(Age); + +LTV = O(:, 2 : end).*Th(:, 2 : end); + +% Let's computa Bhutta-Keys stats by annualizing first data. +% Suppose we see them in the last quarter of the year + +Debta = O(:, 4 : 4: end).*Th(:, 4: 4 : end).*H(:, 4 : 4 : end); +Xtract = (Debta(:, 2:end) - Debta(:, 1 : end-1))./Debta(:, 1 : end-1); +Debta(:, end) = []; +Ha = H(:, 4 : 4 :end); +notmove = Ha(:, 2 : end) == Ha(:, 1 : end-1); +Ha(:, end) = []; +Aa = A(:, 4 : 4 : end); +Aa(:, end) = []; + +fextract = sum(Xtract(:)>=0.05 & Debta(:) > 0 & notmove(:))/sum(Debta(:) > 0 & notmove(:)); +medextract = median(Xtract(Xtract >= 0.05 & Debta > 0 & notmove)); +fextracttwice = sum(vec(Xtract(:,2:end) >=0.05 & Xtract(:,1:end-1) >=0.05 & Debta(:, 2: end) >0 & notmove(:, 2:end) & Debta(:, 1:end-1) >0 & notmove(:, 1:end-1)))/... + sum(vec(Xtract(:,1:end-1) >=0.05 & Debta(:, 2: end) >0 & notmove(:, 2:end) & Debta(:, 1:end-1) >0 & notmove(:, 1:end-1))); + + +moment_model = zeros(57, 1); + +moment_model(1) = mean(vec(H(:, 2 : end) > 0)); +moment_model(2) = mean(vec(W(:, 2 : end))) /mean(vec(Y))/4; +moment_model(3) = mean(vec(H(:, 2 : end))) /mean(vec(Y))/4; +moment_model(4) = mean(vec(Debt(:, 2 : end))) /mean(vec(Y))/4; +moment_model(5) = mean(vec(A(:, 2 : end))) /mean(vec(Y))/4; + +moment_model(6) = fextract; +moment_model(7) = mean(vec(Yh))/mean(vec(C)); +moment_model(8) = agewealthratio; + + +moment_model(9 : 13) = prctile(vec(A(:, 2 : end)), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(14 : 18) = prctile(A(H == 0), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(19 : 23) = prctile(A(H > 0), [10; 25; 50; 75; 90])/mean(vec(Y))/4; + +moment_model(24) = fsell; +moment_model(25) = fmortg; + +moment_model(26 : 30) = prctile(Th(H > 0 & Debt > 0).*O(H > 0 & Debt > 0), [10; 25; 50; 75; 90]); +moment_model(31 : 35) = prctile((1 - Th(H > 0).*O(H > 0)).*H(H > 0)./W(H > 0), [10; 25; 50; 75; 90]); +moment_model(36 : 40) = prctile(vec(W(:,2:end)), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(41 : 45) = prctile(PTI, [10; 25; 50; 75; 90]); +moment_model(46 : 50) = prctile(HY(HY > 0), [10; 25; 50; 75; 90]); +moment_model(51 : 55) = prctile(Age(Age >=0 & LTV > 0), [10; 25; 50; 75; 90]); + +moment_model(56) = medextract; +moment_model(57) = fextracttwice; + + +moment_data = [0.64; 1.45; 1.82; 0.83; 0.46; 0.08; 0.23; 2.00; -0.04; 0; 0.07; 0.48; 1.50; + -0.05; 0; 0.01; 0.15; 1; -0.04; 0.01; 0.15; 0.68; 1.69; 0.044; 0.71; + 0.18; 0.39; 0.62; 0.77; 0.88; 0.36; 0.64; 0.87; 0.99; 1.04; 0; 0.04; 0.73; 2.34; 3.94; + 0.05; 0.08; 0.11; 0.17; 0.24; 1.02; 1.62; 2.48; 3.78; 6.43; 0; 1; 3; 6; 10; 0.23; 0.08]; + + +if printr + +fprintf('\n') +fprintf('Homeownership Rate = %9.2f %9.2f\n', [moment_model(1), moment_data(1)]); +fprintf('Aggregate Wealth to Income = %9.2f %9.2f\n', [moment_model(2), moment_data(2)]); +fprintf('Aggregate Housing to Income = %9.2f %9.2f\n', [moment_model(3), moment_data(3)]); +fprintf('Aggregate Debt to Income = %9.2f %9.2f\n', [moment_model(4), moment_data(4)]); +fprintf('Aggregate Liquid assets to Income = %9.2f %9.2f\n', [moment_model(5), moment_data(5)]); +fprintf('Fraction of Homeowners with Mortgage who extract = %9.2f %9.2f\n', [moment_model(6), moment_data(6)]); +fprintf('Non-Market Production to Consumption = %9.2f %9.2f\n', [moment_model(7), moment_data(7)]); +fprintf('Mean wealth retirees / workers = %9.2f %9.2f\n', [moment_model(8), moment_data(8)]); + +fprintf('\n') +fprintf('10 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(9), moment_data(9)]); +fprintf('25 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(10), moment_data(10)]); +fprintf('50 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(11), moment_data(11)]); +fprintf('75 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(12), moment_data(12)]); +fprintf('90 pctile liquid assets to income = %9.2f %9.2f\n', [moment_model(13), moment_data(13)]); +fprintf('\n') +fprintf('\n') + + +fprintf('10 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(14), moment_data(14)]); +fprintf('25 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(15), moment_data(15)]); +fprintf('50 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(16), moment_data(16)]); +fprintf('75 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(17), moment_data(17)]); +fprintf('90 pctile liquid assets renters = %9.2f %9.2f\n', [moment_model(18), moment_data(18)]); +fprintf('\n') +fprintf('10 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(19), moment_data(19)]); +fprintf('25 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(20), moment_data(20)]); +fprintf('50 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(21), moment_data(21)]); +fprintf('75 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(22), moment_data(22)]); +fprintf('90 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(23), moment_data(23)]); + +fprintf('\n') +fprintf('Fraction of Homeowners who curtail = %9.3f \n', fcurtail); +fprintf('Fraction of Homeowners who sell = %9.3f %9.3f\n', [moment_model(24), moment_data(24)]); +fprintf('Fraction of Homeowners with mortgage = %9.2f %9.2f\n', [moment_model(25), moment_data(25)]); +fprintf('Median increase in balance extract = %9.2f %9.2f\n', [moment_model(56), moment_data(56)]); +fprintf('Fraction that extract twice in a row = %9.2f %9.2f\n', [moment_model(57), moment_data(57)]); + +fprintf('\n') + +fprintf('10 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(26), moment_data(26)]); +fprintf('25 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(27), moment_data(27)]); +fprintf('50 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(28), moment_data(28)]); +fprintf('75 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(29), moment_data(29)]); +fprintf('90 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(30), moment_data(30)]); +fprintf('\n') +fprintf('10 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(31), moment_data(31)]); +fprintf('25 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(32), moment_data(32)]); +fprintf('50 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(33), moment_data(33)]); +fprintf('75 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(34), moment_data(34)]); +fprintf('90 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(35), moment_data(35)]); +fprintf('\n') +fprintf('10 pctile Wealth = %9.2f %9.2f\n', [moment_model(36), moment_data(36)]); +fprintf('25 pctile Wealth = %9.2f %9.2f\n', [moment_model(37), moment_data(37)]); +fprintf('50 pctile Wealth = %9.2f %9.2f\n', [moment_model(38), moment_data(38)]); +fprintf('75 pctile Wealth = %9.2f %9.2f\n', [moment_model(39), moment_data(39)]); +fprintf('90 pctile Wealth = %9.2f %9.2f\n', [moment_model(40), moment_data(40)]); +fprintf('\n') +fprintf('10 pctile PTI = %9.2f %9.2f\n', [moment_model(41), moment_data(41)]); +fprintf('25 pctile PTI = %9.2f %9.2f\n', [moment_model(42), moment_data(42)]); +fprintf('50 pctile PTI = %9.2f %9.2f\n', [moment_model(43), moment_data(43)]); +fprintf('75 pctile PTI = %9.2f %9.2f\n', [moment_model(44), moment_data(44)]); +fprintf('90 pctile PTI = %9.2f %9.2f\n', [moment_model(45), moment_data(45)]); +fprintf('\n') +fprintf('10 pctile housing to income = %9.2f %9.2f\n', [moment_model(46), moment_data(46)]); +fprintf('25 pctile housing to income = %9.2f %9.2f\n', [moment_model(47), moment_data(47)]); +fprintf('50 pctile housing to income = %9.2f %9.2f\n', [moment_model(48), moment_data(48)]); +fprintf('75 pctile housing to income = %9.2f %9.2f\n', [moment_model(49), moment_data(49)]); +fprintf('90 pctile housing to income = %9.2f %9.2f\n', [moment_model(50), moment_data(50)]); +fprintf('\n') +fprintf('10 pctile mortgage age = %9.2f %9.2f\n', [moment_model(51), moment_data(51)]); +fprintf('25 pctile mortgage age = %9.2f %9.2f\n', [moment_model(52), moment_data(52)]); +fprintf('50 pctile mortgage age = %9.2f %9.2f\n', [moment_model(53), moment_data(53)]); +fprintf('75 pctile mortgage age = %9.2f %9.2f\n', [moment_model(54), moment_data(54)]); +fprintf('90 pctile mortgage age = %9.2f %9.2f\n', [moment_model(55), moment_data(55)]); + +% Calculate life time value + +Hs = H(:, 2 : p.T + 1).*(H(:, 2 : p.T + 1) > 0) + (p.R/p.alpha)^(-1/p.sigma)*C.*(H(:, 2 : p.T + 1) == 0); + +U = C.^(1 - p.sigma)/(1 - p.sigma) + p.alpha*Hs.^(1 - p.sigma)/(1 - p.sigma) - p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*C.^(-p.sigma*(1 + 1/p.gamma)); + +rl = 1./(1 + exp(-p.r1*(A(:,p.T+1) - p.r2)))*(p.rh - p.rl) + p.rl; + +V = sum(p.beta.^(0 : 1 : p.T - 1).*U, 2) + p.beta^p.T*p.B*(p.wbar + (1 + p.rl)*A(:,p.T+1) + (1 - p.Fs - (1 + p.rm)*O(:,p.T+1).*Th(:,p.T+1)).*H(:,p.T+1)).^(1 - p.sigma)/(1 - p.sigma); + +V = ((1 - p.sigma)*(1 - p.beta)/(1 - p.beta^p.T)*mean(V))^(1/(1 - p.sigma)); + +fprintf('\n') +fprintf('Life Time Value, CEV = %9.4f \n', V); + +end + +weights = ones(13, 1); + +weights = weights/sum(weights); + +err_mom = (moment_model(1:13) - moment_data(1:13))./(1 + moment_data(1:13)); +err_mom = (weights'*err_mom.^2).^(1/2); + +if exist('x', 'var') + + fprintf('%5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f %5.6f \n', [x(:)', err_mom]); + +else + +fprintf('\n'); +fprintf('value of objective = %5.6f \n', err_mom); +fprintf('\n'); + +end + + +% Characteristics of those who refinance + + +W = A + H.*(1 - O.*Th); + +Wtemp = W(:, 1 : end - 1); % only state variables +Atemp = A(:, 1 : end - 1); +LTV = O(:, 1 : end - 1).*Th(:, 1 : end - 1); +Htemp = H(:, 1 : end - 1); +LY = Atemp./Y; +Sh = 1 - Atemp./Wtemp; +Age = repmat((1 : 1 : T)/4 + 25, 2*N, 1); + +refin = D == 4 & Htemp > 0; +owner = (D == 4 | D == 5) & Htemp > 0; + +time = 1; + + +fprintf('\n'); +fprintf('Characteristics of Refinancers in Initial Steady State\n'); +fprintf('\n'); +fprintf('All, Refinance, Dont Refinance\n'); + +fprintf('\n'); + +fprintf('\n'); +fprintf('Mean Liquid Assets = %9.2f %9.2f %9.2f \n', [mean(Atemp(owner)), mean(Atemp(owner & refin)), mean(Atemp(owner & ~refin))]); +fprintf('Mean Income = %9.2f %9.2f %9.2f \n', [mean(Y(owner)), mean(Y(owner & refin)), mean(Y(owner & ~refin))]); +fprintf('Mean Liquid Asset to Income = %9.2f %9.2f %9.2f \n', [mean(LY(owner)), mean(LY(owner & refin)), mean(LY(owner & ~refin))]); +fprintf('Mean Share Housing Wealth = %9.2f %9.2f %9.2f \n', [mean(Sh(owner)), mean(Sh(owner & refin)), mean(Sh(owner & ~refin))]); +fprintf('Mean Wealth = %9.2f %9.2f %9.2f \n', [mean(Wtemp(owner)), mean(Wtemp(owner & refin)), mean(Wtemp(owner & ~refin))]); +fprintf('Mean LTV = %9.2f %9.2f %9.2f \n', [mean(LTV(owner)), mean(LTV(owner & refin)), mean(LTV(owner & ~refin))]); +fprintf('Mean House = %9.2f %9.2f %9.2f \n', [mean(Htemp(owner)), mean(Htemp(owner & refin)), mean(Htemp(owner & ~refin))]); +fprintf('Mean Age = %9.2f %9.2f %9.2f \n', [mean(Age(owner)), mean(Age(owner & refin)), mean(Age(owner & ~refin))]); + +fprintf('\n'); +fprintf('\n'); + +fprintf('\n'); +fprintf('Median Liquid Assets = %9.2f %9.2f %9.2f \n', [median(Atemp(owner)), median(Atemp(owner & refin)), median(Atemp(owner & ~refin))]); +fprintf('Median Income = %9.2f %9.2f %9.2f \n', [median(Y(owner)), median(Y(owner & refin)), median(Y(owner & ~refin))]); +fprintf('Median Liquid Asset to Income = %9.2f %9.2f %9.2f \n', [median(LY(owner)), median(LY(owner & refin)), median(LY(owner & ~refin))]); +fprintf('Median Share Housing Wealth = %9.2f %9.2f %9.2f \n', [median(Sh(owner)), median(Sh(owner & refin)), median(Sh(owner & ~refin))]); +fprintf('Median Wealth = %9.2f %9.2f %9.2f \n', [median(Wtemp(owner)), median(Wtemp(owner & refin)), median(Wtemp(owner & ~refin))]); +fprintf('Median LTV = %9.2f %9.2f %9.2f \n', [median(LTV(owner)), median(LTV(owner & refin)), median(LTV(owner & ~refin))]); +fprintf('Median House = %9.2f %9.2f %9.2f \n', [median(Htemp(owner)), median(Htemp(owner & refin)), median(Htemp(owner & ~refin))]); +fprintf('Median Age = %9.2f %9.2f %9.2f \n', [median(Age(owner)), median(Age(owner & refin)), median(Age(owner & ~refin))]); + +fprintf('\n'); +fprintf('\n'); + + diff --git a/42/replication_package/model_replication/Main nu infinity/solve_golden.m b/42/replication_package/model_replication/Main nu infinity/solve_golden.m new file mode 100644 index 0000000000000000000000000000000000000000..0fa9a2fd6a76c39a4f9386c0f37fbb122bc9b5a0 --- /dev/null +++ b/42/replication_package/model_replication/Main nu infinity/solve_golden.m @@ -0,0 +1,41 @@ +function [x, v] = solve_golden(f, a, b, varargin) + +tol = 1e-6; + +alpha1 = (3-sqrt(5))/2; +alpha2 = (sqrt(5)-1)/2; + +d = b - a; + +x1 = a + alpha1*d; +x2 = a + alpha2*d; + +f1 = feval(f, x1, varargin{:}); +f2 = feval(f, x2, varargin{:}); + +d = alpha1*alpha2*d; + +x1new = x1; +x2new = x2; +f1new = f1; +f2new = f2; + +while any((d)>tol) + + f1 = f1new; + f2 = f2new; + x1 = x1new; + x2 = x2new; + + d = d*alpha2; + x2new = x1.*(f2=f1); + f2new = f1.*(f2=f1); + + x1new = (x1-d).*(f2=f1); + f1new = feval(f, x1 - d, varargin{:}).*(f2=f1); + +end + +x = x2new.*(f2new>=f1new) + x1new.*(f2new= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase New Home with Mortgage + + + % create a grid of possible houses and initial LTVs + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y; + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/p.hgrid(ht(i, 1)))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.hgrid(ht(i, 1)); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + good = (ttilde <= min(p.thetam, pti*Y/p.mbar/p.hgrid(ht(i, 1)))) & (Ltemp(:,i) > p.lgrid(1)); + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + + end + end + + % Compute pall and v + + [vn, in] = max(vall(:, 1 : 2), [], 2); + vb = vall(:,3); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); % avoid NaN + + pall = zeros(ns, 3); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 3) = pb; + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + + +else + + Lall = zeros(ns, 5); + omegaall = zeros(ns, 5); + thetaall = zeros(ns, 5); + hall = zeros(ns, 5); + vall = zeros(ns, 5); + + for branch = 1 : 1 : 5 + + if branch == 1 % Switch to Renting + + Lall(:, branch) = At + Y + (1 - p.Fs)*s(:,4) - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4); % liquidity after housing choice + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = 0; + + vall(:, branch) = Wrinterp(Lall(:, branch), znow); + + + elseif branch == 2 % Purchase home without mortgage + + vtemp = zeros(ns, p.nh) - 1e12; + + Ltemp = zeros(ns, p.nh); + + Cash = At + Y + (1 - p.Fs)*s(:,4) - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nh + + Ltemp(:,i) = Cash - p.hgrid(i); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (i - 1)*p.no*p.nt + (1 - 1) *p.no + 1; + + good = Ltemp(:, i) >= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase home with mortgage + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y + (1 - p.Fs)*s(:, 4) - (1 + p.rm)*s(:, 2).*s(:, 3).*s(:, 4); + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/p.hgrid(ht(i, 1)))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.hgrid(ht(i, 1)); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbar/p.hgrid(ht(i, 1)))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + elseif branch == 4 % Refinance mortgage + + + vtemp = zeros(ns, p.nt) - 1e12; + Ltemp = zeros(ns, p.nt); + + Cash = At + Y - (1 + p.rm)*s(:, 2).*s(:, 3).*s(:, 4); + + for i = 1 : p.nt + + ttilde = (p.tgrid(i) - p.F0m./s(:,4))/(1 + p.F1m); + + Ltemp(:, i) = Cash + ttilde.*s(:, 4); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbar./s(:,4))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (i - 1)*p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(htemp); + hall(:, branch) = s(:, 4); + + elseif branch == 5 % Stay inactive + + vtemp = zeros(ns, p.no + 1) - 1e12; + Ltemp = zeros(ns, p.no + 1); + + % Pay more than required + + Cash = At + Y - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.no + + Ltemp(:, i) = Cash + p.ogrid(i).*s(:,3).*s(:,4); + + good = (p.ogrid(i) < max((1 + p.rm)*s(:,2) - p.mbar, 0)) & (Ltemp(:, i) >= p.lgrid(1)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + i; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + % Pay minimum required + + otemp = max((1 + p.rm)*s(:,2) - p.mbar, 0); + + Ltemp(:, p.no + 1) = At + Y - (1 + p.rm)*s(:,2).*s(:,3).*s(:,4) + otemp.*s(:,3).*s(:,4); + + good = (Ltemp(:, p.no + 1) >= p.lgrid(1)); + + + if any(good) + + % Interpolate + + otempind = lookup1(p.ogrid, otemp, 3); + + w = (p.ogrid(otempind + 1) - otemp)./(p.ogrid(otempind + 1) - p.ogrid(otempind)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind; + + + vtemp(good, p.no + 1) = w(good).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind + 1; + + vtemp(good, p.no + 1) = vtemp(good, p.no + 1) + (1 - w(good)).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + + end + + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.no + 1], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(htemp <= p.no, branch) = p.ogrid(htemp(htemp <= p.no)); + omegaall(htemp > p.no, branch) = otemp(htemp > p.no); + + thetaall(:, branch) = p.tgrid(tnow); + hall(:, branch) = s(:,4); + + + end + end + + + % Compute pall and v + + [vn, in] = max(vall(:, [1, 2, 5]), [], 2); + [vb, ib] = max(vall(:, [3, 4]), [], 2); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); + + pall = zeros(ns, 5); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 5) = (1 - pb).*(in == 3); + pall(:, 3) = pb.*(ib == 1); + pall(:, 4) = pb.*(ib == 2); + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + +end + + + + + \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu infinity/solveh_new.m b/42/replication_package/model_replication/Main nu infinity/solveh_new.m new file mode 100644 index 0000000000000000000000000000000000000000..f621bf5384d336be1a89338da46dfbcf946af9dc --- /dev/null +++ b/42/replication_package/model_replication/Main nu infinity/solveh_new.m @@ -0,0 +1,358 @@ +function [Lall, omegaall, thetaall, hall, v, pall, vall] = solveh_new(s, Whinterp, Wrinterp, p, pti, type, At, Y, znow, hnow, tnow, rnow) + + ns = size(s, 1); + + + if strcmp(type, 'r') + + Lall = zeros(ns, 3); + omegaall = zeros(ns, 3); + thetaall = zeros(ns, 3); + hall = zeros(ns, 3); + vall = zeros(ns, 3); + + + for branch = 1 : 1 : 3 + + if branch == 1 % Remain Renter + + + Lall(:, branch) = At + Y; + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = 0; + + vall(:, branch) = Wrinterp(Lall(:, branch), znow); + + + elseif branch == 2 % Purchase New Home Without Mortgage + + + vtemp = zeros(ns, p.nh) - 1e12; + + Ltemp = zeros(ns, p.nh); + + Cash = At + Y; + + for i = 1 : p.nh + + Ltemp(:,i) = Cash - p.Pgrid(p.nr)*p.hgrid(i); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (i - 1)*p.no*p.nt + (1 - 1) *p.no + 1; + + good = Ltemp(:, i) >= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase New Home with Mortgage + + + % create a grid of possible houses and initial LTVs + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y; + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.Pgrid(p.nr).*p.hgrid(ht(i, 1)); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + good = (ttilde <= min(p.thetam, pti*Y/p.mbargrid(p.nr)/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))) & (Ltemp(:,i) > p.lgrid(1)); + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + + end + end + + + % Compute pall and v + + [vn, in] = max(vall(:, 1 : 2), [], 2); + vb = vall(:,3); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); % avoid NaN + + pall = zeros(ns, 3); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 3) = pb; + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + + +else + + Lall = zeros(ns, 5); + omegaall = zeros(ns, 5); + thetaall = zeros(ns, 5); + hall = zeros(ns, 5); + vall = zeros(ns, 5); + + for branch = 1 : 1 : 5 + + if branch == 1 % Switch to Renting + + Lall(:, branch) = At + Y + (1 - p.Fs)*p.Pgrid(p.nr)*s(:,4) - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); % liquidity after housing choice + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = 0; + + vall(:, branch) = Wrinterp(Lall(:, branch), znow); + + + elseif branch == 2 % Purchase home without mortgage + + vtemp = zeros(ns, p.nh) - 1e12; + + Ltemp = zeros(ns, p.nh); + + Cash = At + Y + (1 - p.Fs)*p.Pgrid(p.nr)*s(:,4) - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nh + + Ltemp(:,i) = Cash - p.Pgrid(p.nr)*p.hgrid(i); % liquidity after housing choice + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (i - 1)*p.no*p.nt + (1 - 1) *p.no + 1; + + good = Ltemp(:, i) >= p.lgrid(1); % avoid extrapolation + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 0; + thetaall(:, branch) = 0; + hall(:, branch) = p.hgrid(htemp); + + + elseif branch == 3 % Purchase home with mortgage + + ht = gridmake((1 : 1 : p.nh)', (1 : 1 : p.nt)'); + + vtemp = zeros(ns, p.nh*p.nt) - 1e12; + + Ltemp = zeros(ns, p.nh*p.nt); + + Cash = At + Y + (1 - p.Fs)*p.Pgrid(p.nr)*s(:,4) - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nh*p.nt + + ttilde = (p.tgrid(ht(i, 2)) - p.F0m/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))/(1 + p.F1m); + + Ltemp(:, i) = Cash - (1 - ttilde).*p.Pgrid(p.nr)*p.hgrid(ht(i, 1)); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbargrid(p.nr)/(p.Pgrid(p.nr)*p.hgrid(ht(i, 1))))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (ht(i, 1) - 1)*p.no*p.nt + (ht(i, 2) - 1) *p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nh*p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(ht(htemp, 2)); + hall(:, branch) = p.hgrid(ht(htemp, 1)); + + + elseif branch == 4 % Refinance mortgage + + + vtemp = zeros(ns, p.nt) - 1e12; + Ltemp = zeros(ns, p.nt); + + Cash = At + Y - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.nt + + ttilde = (p.tgrid(i) - p.F0m./(p.Pgrid(p.nr)*s(:,4)))/(1 + p.F1m); + + Ltemp(:, i) = Cash + ttilde.*p.Pgrid(p.nr).*s(:, 4); + + good = (ttilde <= min(p.thetam, pti*Y/p.mbargrid(p.nr)./(p.Pgrid(p.nr)*s(:,4)))) & Ltemp(:, i) >= p.lgrid(1); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (p.nr - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (i - 1)*p.no + p.no; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.nt], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(:, branch) = 1; + thetaall(:, branch) = p.tgrid(htemp); + hall(:, branch) = s(:, 4); + + + elseif branch == 5 % Stay inactive + + vtemp = zeros(ns, p.no + 1) - 1e12; + Ltemp = zeros(ns, p.no + 1); + + % Pay more than required + + Cash = At + Y - (1 + p.rmgrid(s(:,5))).*p.Pgrid(s(:,5)).*s(:,2).*s(:,3).*s(:,4); + + for i = 1 : p.no + + Ltemp(:, i) = Cash + p.ogrid(i).*p.Pgrid(s(:,5)).*s(:,3).*s(:,4); + + good = (p.ogrid(i) < max((1 + p.rmgrid(s(:,5))).*s(:,2) - p.mbargrid(s(:,5)), 0)) & (Ltemp(:, i) >= p.lgrid(1)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (rnow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + i; + + if any(good) + + vtemp(good, i) = Whinterp(Ltemp(good, i), ind2(good)); + + end + + end + + + % Pay minimum required + + otemp = max((1 + p.rmgrid(s(:,5))).*s(:,2) - p.mbargrid(s(:,5)), 0); + + Ltemp(:, p.no + 1) = At + Y - (1 + p.rmgrid(s(:,5))).*s(:,2).*s(:,3).*s(:,4).*p.Pgrid(s(:,5)) + otemp.*s(:,3).*s(:,4).*p.Pgrid(s(:,5)); + + good = (Ltemp(:, p.no + 1) >= p.lgrid(1)); + + + if any(good) + + % Interpolate + + otempind = lookup1(p.ogrid, otemp, 3); + + w = (p.ogrid(otempind + 1) - otemp)./(p.ogrid(otempind + 1) - p.ogrid(otempind)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (rnow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind; + + + vtemp(good, p.no + 1) = w(good).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + ind2 = (znow - 1)*p.no*p.nt*p.nh*p.nr + (rnow - 1)*p.no*p.nt*p.nh + (hnow - 1)*p.no*p.nt + (tnow - 1)*p.no + otempind + 1; + + vtemp(good, p.no + 1) = vtemp(good, p.no + 1) + (1 - w(good)).*Whinterp(Ltemp(good, p.no + 1), ind2(good)); + + + end + + + + [vall(:, branch), htemp] = max(vtemp, [], 2); + + hind = sub2ind([ns, p.no + 1], (1 : 1 : ns)', htemp); + + Lall(:, branch) = Ltemp(hind); + + omegaall(htemp <= p.no, branch) = p.ogrid(htemp(htemp <= p.no)); + omegaall(htemp > p.no, branch) = otemp(htemp > p.no); + + thetaall(:, branch) = p.tgrid(tnow); + hall(:, branch) = s(:,4); + + + end + end + + % Compute pall and v + + [vn, in] = max(vall(:, [1, 2, 5]), [], 2); + [vb, ib] = max(vall(:, [3, 4]), [], 2); + + pb = (1 - exp(-p.nu*max(vb - vn, 0))).*(vb >= vn); + + pall = zeros(ns, 5); + + pall(:, 1) = (1 - pb).*(in == 1); + pall(:, 2) = (1 - pb).*(in == 2); + pall(:, 5) = (1 - pb).*(in == 3); + pall(:, 3) = pb.*(ib == 1); + pall(:, 4) = pb.*(ib == 2); + + v = vn.*(vb < vn) + (vb - pb/p.nu).*(vb >= vn); + + +end + + + + + \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu infinity/start.m b/42/replication_package/model_replication/Main nu infinity/start.m new file mode 100644 index 0000000000000000000000000000000000000000..35108e8c469970165cf3b15792ae9196bf2b516c --- /dev/null +++ b/42/replication_package/model_replication/Main nu infinity/start.m @@ -0,0 +1,336 @@ +clear; +clc; + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',22); + +intmeth = 'linear'; +printr = 1; + +optset('bisect', 'tol', 1e-32); + +% Calibrated Parameters + +p.beta = 0.985431; +p.alpha = 0.684551; +p.R = 0.011378; +p.phi = 0.880560; % productivity non-market +p.F0m = 0.277895; % fixed cost of refinancing +p.B = 10.526430; % bequest motive +p.r1 = 0.273172; +p.r2 = 8.911947; +p.rh = (1 + 0.018440)^(1/4) - 1; % upper bound on liquid rate + + +% Assigned Parameters + +p.nu = 10000; % parameter in exponential distribution + +p.pidelta = [0.975; 0.025]; % probability of expenditure shocks +p.delta = [0; 0.0625]; % expenditure shock, fraction of home (quarterly so divide by 4) + +p.rl = (1 - 0.028)^(1/4) - 1; % lower bound on liquid rate + +p.T = 61*4; % last period of life +p.D = 30*4; % maturity of mortgages + +p.sigma = 2; % CRRA +p.gamma = 1; % Frisch elasticity of non-market production + +p.rm = (1 + 0.025)^(1/4) - 1; % mortgage interest rate + +p.Fs = 0.06; % fixed cost of selling home +p.F1m = 0.005; % proportional cost of refinancing + +p.wbar = 1; % parameter governing luxuriousness of bequests + +p.thetam = 0.85; % maximum LTV +p.thetay = 0.214; % maximum PTI + +rhoz = 0.9908; +sz = 0.0761; +se = (1 - 0.55)^(1/2)*0.4869; % Krueger Perri (2011) show 55% of the variance of trans compon is measurement error so subtract + +time = (1 : 1 : p.T)'; +p.lambdat = exp(0.07982636 - 0.02322307 * (time/4 + 25) + 0.00105409 * (time/4 + 25).^2 - 0.00001028 * (time/4 + 25).^3); + +p.thetay = p.thetay*(1 - 0.3126./(1 + exp(18.629 - 0.3049*(time/4 + 25)))); + +p.mbar = p.rm/(1 - (1 + p.rm)^(-p.D)); % minimum payment required per 1 of initial debt + + +% Quality of Approximation + +p.na = 75; % number of nodes for liquid assets +p.nat = 75; % number of nodes for atilde = (1 + rl)*a - delta*h +p.nl = 75; % number of nodes for liquidity +p.no = 11; % number of nodes for omega (fraction of loan outstanding) +p.nt = 5; % number of possible initial LTV +p.nh = 7; % number of nodes for housing +p.nz = 9; % points for exogenous income z +p.ne = 3; + + +% Discretize Income Process + +[zgrid, Fzz] = rouwenhorst(rhoz, sz, p.nz); +zgrid = exp(zgrid'); +p.zgrid = zgrid; + +[Fz, d] = eigs(Fzz', 1, 'largestabs'); +Fz = Fz/sum(Fz); +Fz = full(Fz); % ergodic distribution of z + +[egrid, we] = qnwnorm(p.ne, 0, se^2); +egrid = exp(egrid); +p.egrid = egrid; + + +% Discretize other state variables + +amin = -0.4; +amax = 100; +p.agrid = amin + (amax - amin)*nodeunif(p.na, 0, 1).^2; + +omin = 0; +omax = 1; +p.ogrid = omin + (omax - omin)*nodeunif(p.no, 0, 1); + +tmin = 0.25; +tmax = p.thetam; % allow to cover fixed cost +p.tgrid = tmin + (tmax - tmin)*nodeunif(p.nt, 0, 1); + +hmin = 5; % minimum house size +hmax = 40; % maximum house size +p.hgrid = hmin + (hmax - hmin)*nodeunif(p.nh, 0, 1).^1.5; + +ymin = min(p.lambdat)*zgrid(1)*egrid(1); +ymax = max(p.lambdat)*zgrid(end)*egrid(end); + +lmin = -1; % keep it reasonably negative so they know that's a bad state to find yourself in +lmax = 125; +p.lgrid = lmin + (lmax - lmin)*nodeunif(p.nl, 0, 1).^1.5; + +atmin = -p.delta(2)*hmax + (1 + p.rl)*amin; +atmax = (1 + p.rh)*amax; +p.atgrid = atmin + (atmax - atmin)*nodeunif(p.nat, 0, 1).^1.5; + + + + + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.atgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.atgrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for W functions +swr = gridmake(p.lgrid, p.zgrid); + +svht = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for computing intermediate value function (creier prajit) +svrt = gridmake(p.agrid, p.zgrid, p.egrid); + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + +ind3h = kron((1:1:p.no*p.nt*p.nh*p.nz*p.ne)', ones(p.na, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind3r = kron((1:1: p.nz*p.ne)', ones(p.na, 1)); + + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.nat*p.no*p.nt*p.nh*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.nat*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + +cmaxh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amin); % c that implies a' = amin +cmaxr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amin); + +cminh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amax); % c that implies a' = amax +cminr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amax); + +cmaxh = repmat(cmaxh, p.no*p.nt*p.nh*p.nz, 1); +cmaxr = repmat(cmaxr, p.nz, 1); + +cminh = repmat(cminh, p.no*p.nt*p.nh*p.nz, 1); +cminr = repmat(cminr, p.nz, 1); + + +% Terminal value of bequests + +rlh = 1./(1 + exp(-p.r1*(svbarh(:,1) - p.r2)))*(p.rh - p.rl) + p.rl; +rlr = 1./(1 + exp(-p.r1*(svbarr(:,1) - p.r2)))*(p.rh - p.rl) + p.rl; + +vbarh(:, p.T + 1) = p.pidelta(1)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(1)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma) + ... + p.pidelta(2)*p.B*(p.wbar + (1 + rlh).*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rm) - p.delta(2)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); + +vbarr(:, p.T + 1) = p.B*(p.wbar + (1 + rlr).*svbarr(:,1)).^(1 - p.sigma)/(1 - p.sigma); + + +for t = p.T : -1 : 1 + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + At = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + [~, ~, ~, ~, vr(:,t)] = solveh(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', At, Y, znow); + + % Solve discrete choice problem of housing + + At = svh(:,1); + Y = p.lambdat(t)*svh(:,5).*svh(:,6); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat*p.no*p.nt*p.nh, 1)), p.ne, 1); % index of z in (a, omega, theta, h, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.nat*p.no*p.nt, 1)), p.nz*p.ne, 1); % index of h in (a, omega, theta, h, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.nat*p.no, 1)), p.nh*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, z, e) space for owners + + + [~, ~, ~, ~, vh(:,t)] = solveh(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', At, Y, znow, hnow, tnow); + + % We need to interpolate to calculate the expected value before the delta shocks are realized, but after the z,e shocks are realized + + Vhinterp = griddedInterpolant({p.atgrid, (1: 1:p.no*p.nt*p.nh*p.nz*p.ne)'}, reshape(vh(:, t), p.nat, p.no*p.nt*p.nh*p.nz*p.ne), intmeth, 'linear'); + Vrinterp = griddedInterpolant({p.atgrid, (1: 1: p.nz*p.ne)'}, reshape(vr(:, t), p.nat, p.nz*p.ne), intmeth, 'linear'); + + + % Compute expected value and update vbar + + % 1. Step 1: integrate delta shocks by interpolate value of home and rent (which are functions of atilde) + + vhtemp = p.pidelta(1)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(1)*svht(:, 4), ind3h) + p.pidelta(2)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(2)*svht(:, 4), ind3h); + + vrtemp = Vrinterp((1 + interest(svrt(:,1), p)).*svrt(:,1), ind3r); + + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh, Fzz}, vhtemp((i - 1)*p.na*p.no*p.nt*p.nh*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nz)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vrtemp((i - 1)*p.na*p.nz + 1 : i*p.na*p.nz)); + + end + +end + +simulate + + + + +switch 'table7' + +case 'table5' + + +dP = 1; +dR = 0.0175*(1 - 0.2391); + +p.P0 = 1; % old house price +p.rm0 = p.rm; % old mortgage interest rate +p.mbar0 = p.rm/(1 - (1 + p.rm)^(-p.D - 0)); % mortgage payment after modification (only applies to old mortgages) + +p.P1 = dP; % new house price +p.rm1 = ((1 + p.rm)^4 - dR)^(1/4) - 1; % interest rate on new mortgage +p.mbar1 = p.rm1/(1 - (1 + p.rm1)^(-p.D)); % payment on new mortgage + +simulate_new +understand + + +case 'table6ss' + +simulate_liquidity + + +case 'table6up' + +experiment = 1; + +dR = -0.01*(1 - 0.2391); +dP = 1; + +p.P0 = 1; % old house price +p.rm0 = p.rm; % old mortgage interest rate +p.mbar0 = p.rm/(1 - (1 + p.rm)^(-p.D - 0)); % mortgage payment after modification (only applies to old mortgages) + +p.P1 = dP; % new house price +p.rm1 = ((1 + p.rm)^4 - dR)^(1/4) - 1; % interest rate on new mortgage +p.mbar1 = p.rm1/(1 - (1 + p.rm1)^(-p.D)); % payment on new mortgage + +simulate_ganong + + +case 'table6down' + +experiment = 1; + +dR = +0.01*(1 - 0.2391); +dP = 1; + +p.P0 = 1; % old house price +p.rm0 = p.rm; % old mortgage interest rate +p.mbar0 = p.rm/(1 - (1 + p.rm)^(-p.D - 0)); % mortgage payment after modification (only applies to old mortgages) + +p.P1 = dP; % new house price +p.rm1 = ((1 + p.rm)^4 - dR)^(1/4) - 1; % interest rate on new mortgage +p.mbar1 = p.rm1/(1 - (1 + p.rm1)^(-p.D)); % payment on new mortgage + +simulate_ganong + + +case 'table7' + +simulate_taxrebate + + +end + +%{ +return +simulate_liquidity +%simulate_taxrebate +return + +p.P0 = 1; % old house price +p.rm0 = p.rm; % old mortgage interest rate +p.mbar0 = p.rm/(1 - (1 + p.rm)^(-p.D - 0)); % mortgage payment after modification (only applies to old mortgages) + +p.P1 = 1; % new house price +p.rm1 = ((1 + p.rm)^4 - 0.013125)^(1/4) - 1; % interest rate on new mortgage +p.mbar1 = p.rm1/(1 - (1 + p.rm1)^(-p.D)); % payment on new mortgage + +%p.rl = ((1 + p.rl)^4 - 0.013125)^(1/4) - 1; +%p.rh = ((1 + p.rh)^4 - 0.013125)^(1/4) - 1; + +p.adjustomega = (p.mbar0/p.mbar)^0; + +simulate_new +%} diff --git a/42/replication_package/model_replication/Main nu infinity/start_calibration.m b/42/replication_package/model_replication/Main nu infinity/start_calibration.m new file mode 100644 index 0000000000000000000000000000000000000000..f5238e1d270161456e2dddd05bcc2d293ec91a4b --- /dev/null +++ b/42/replication_package/model_replication/Main nu infinity/start_calibration.m @@ -0,0 +1,66 @@ +clear; +clc; + +format short g + +p.beta = 0.985458; +p.alpha = 0.690395; +p.R = 0.011370; +p.phi = 0.881891; % productivity non-market +p.F0m = 0.282543; % fixed cost of refinancing +p.B = 10.640120; % bequest motive +p.r1 = 0.274224; +p.r2 = 8.868972; +p.rh = (1 + 0.018447)^(1/4) - 1; % upper bound on liquid rate + +x = [p.beta; p.alpha; p.R; p.phi; p.F0m; p.B; p.r1; p.r2; (1 + p.rh)^4 - 1]; + +lb = [0.985; 0.66; 0.0112; 0.85; 0.24; 10.2; 0.22; 8; 0.017 ]; +ub = [0.986; 0.72; 0.0116; 0.91; 0.30; 10.7; 0.32; 10; 0.020 ]; + +ftarget = @(x) objective(x); + +%ftarget(x) +%return + +switch 'fminsearch' + + case 'fminsearch' + + disp('fminsearch') + + options = optimset('fminsearch'); + options.Display = 'iter'; + options.TolX = 1e-4; + options.MaxFunEvals = 250; + + x = fminsearchbnd(ftarget, x, lb, ub, options); + + + case 'ga' + + disp('ga') + gaoptions = gaoptimset('Display', 'off','UseParallel', 'always', 'InitialPopulation', x'); + x = ga(@(x)ftarget(x), size(x, 1), [], [], [], [], lb, ub, [], gaoptions); + + + case 'particleswarm' + + disp('particleswarm') + + options = optimoptions('particleswarm', 'Display', 'off', 'MaxTime', 10000, 'UseParallel', true, 'InitialSwarm', x', 'SwarmSize', 200); + + x = particleswarm(ftarget, numel(x), lb', ub', options); %this function complains if I give it a structure as input + + + case 'patternsearch' + disp('patternsearch') + + options = optimoptions('patternsearch','Display','off', 'UseParallel', true); + + x = patternsearch(ftarget, x, [], [], [], [], lb, ub, [], options); + +end + +x = x(:); + diff --git a/42/replication_package/model_replication/Main nu infinity/start_new.m b/42/replication_package/model_replication/Main nu infinity/start_new.m new file mode 100644 index 0000000000000000000000000000000000000000..4f96145ed4fbc59346b585c6764602e9d0865988 --- /dev/null +++ b/42/replication_package/model_replication/Main nu infinity/start_new.m @@ -0,0 +1,135 @@ + + +p.rm = []; +p.mbar = []; + +p.rmgrid = [p.rm0; p.rm1]; +p.Pgrid = [p.P0; p.P1]; +p.mbargrid = [p.mbar0; p.mbar1]; + +p.nr = 2; % number of possible mortgage contracts + + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.atgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.atgrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid); % grid for W functions: made r state variable an index (1, 2), or else doesn't respect monotonicity +swr = gridmake(p.lgrid, p.zgrid); + +svht = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, (1 : 1 : p.nr)', p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svrt = gridmake(p.agrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nr*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + +ind3h = kron((1:1:p.no*p.nt*p.nh*p.nr*p.nz*p.ne)', ones(p.na, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind3r = kron((1:1: p.nz*p.ne)', ones(p.na, 1)); + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nr*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.nat*p.no*p.nt*p.nh*p.nr*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.nat*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nr*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nr*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + +cmaxh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amin); % c that implies a' = amin +cmaxr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amin); + +cminh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amax); % c that implies a' = amax +cminr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amax); + +cmaxh = repmat(cmaxh, p.no*p.nt*p.nh*p.nr*p.nz, 1); +cmaxr = repmat(cmaxr, p.nz, 1); + +cminh = repmat(cminh, p.no*p.nt*p.nh*p.nr*p.nz, 1); +cminr = repmat(cminr, p.nz, 1); + + +% Terminal value of bequests + +rlh = interest(svbarh(:,1), p); +rlr = interest(svbarr(:,1), p); + +beqh = (1 + rlh).*svbarh(:,1) + (1 - p.Fs).*p.Pgrid(p.nr)*svbarh(:,4) - svbarh(:,2).*svbarh(:,3).*(1 + p.rmgrid(svbarh(:,5))).*p.Pgrid(svbarh(:,5)).*svbarh(:,4); +beqr = (1 + rlr).*svbarr(:,1); + +vbarh(:, p.T + 1) = p.pidelta(1)*p.B*(p.wbar + beqh - p.delta(1).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma) + ... + p.pidelta(2)*p.B*(p.wbar + beqh - p.delta(2).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); + +vbarr(:, p.T + 1) = p.B*(p.wbar + beqr).^(1 - p.sigma)/(1 - p.sigma); + +for t = p.T : -1 : 1 + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + At = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + [~, ~, ~, ~, vr(:,t)] = solveh_new(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', At, Y, znow); + + + % Solve discrete choice problem of homeowners + + At = svh(:,1); + Y = p.lambdat(t)*svh(:,6).*svh(:,7); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.nat*p.no*p.nt*p.nh*p.nr, 1)), p.ne, 1); % index of z in (a, omega, theta, h, r, z, e) space for owners + rnow = repmat(kron((1: 1 : p.nr)', ones(p.nat*p.no*p.nt*p.nh, 1)), p.nz*p.ne, 1); % index of r in (a, omega, theta, h, r, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.nat*p.no*p.nt, 1)), p.nr*p.nz*p.ne, 1); % index of h in (a, omega, theta, h, r, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.nat*p.no, 1)), p.nh*p.nr*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, r, z, e) space for owners + + + [~, ~, ~, ~, vh(:,t)] = solveh_new(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', At, Y, znow, hnow, tnow, rnow); + + % We need to interpolate to calculate the expected value before the delta shocks are realized, but after the z,e shocks are realized + + Vhinterp = griddedInterpolant({p.atgrid, (1: 1:p.no*p.nt*p.nh*p.nr*p.nz*p.ne)'}, reshape(vh(:, t), p.nat, p.no*p.nt*p.nh*p.nr*p.nz*p.ne), intmeth, 'linear'); + Vrinterp = griddedInterpolant({p.atgrid, (1: 1: p.nz*p.ne)'}, reshape(vr(:, t), p.nat, p.nz*p.ne), intmeth, 'linear'); + + + % Compute expected value and update vbar + + % 1. Step 1: integrate delta shocks by interpolate value of home and rent (which are functions of atilde) + + vhtemp = p.pidelta(1)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(1)*svht(:, 4), ind3h) + p.pidelta(2)*Vhinterp((1 + interest(svht(:,1), p)).*svht(:,1) - p.delta(2)*svht(:, 4), ind3h); + + vrtemp = Vrinterp((1 + interest(svrt(:,1), p)).*svrt(:,1), ind3r); + + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh*p.nr, Fzz}, vhtemp((i - 1)*p.na*p.no*p.nt*p.nh*p.nr*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nr*p.nz)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vrtemp((i - 1)*p.na*p.nz + 1 : i*p.na*p.nz)); + + end + +end + + + diff --git a/42/replication_package/model_replication/Main nu infinity/understand.m b/42/replication_package/model_replication/Main nu infinity/understand.m new file mode 100644 index 0000000000000000000000000000000000000000..088f1714b69ae1e54bc09c7a81ce989dfb8c7c78 --- /dev/null +++ b/42/replication_package/model_replication/Main nu infinity/understand.m @@ -0,0 +1,113 @@ +clc +%{ +ind = 558; +initage = 150; + +dVc = (squeeze(Vallcsim(ind, 4, initage, 1 : S) - Vallcsim(ind, 5, initage, 1 : S)))./squeeze(Ccsim(ind, initage, 1 : S).^(-p.sigma)); +dV = squeeze( Vallsim(ind, 4, initage, 1 : S) - Vallsim(ind, 5, initage, 1 : S))./squeeze(Csim(ind, initage, 1 : S).^(-p.sigma)); + +Pc = squeeze(Pallcsim(ind, 4, initage, 1 : S)); +P = squeeze( Pallsim(ind, 4, initage, 1 : S)); + +Ac = squeeze(Acsim(ind, initage, 1 : S)); +A = squeeze( Asim(ind, initage, 1 : S)); + +LTVc = squeeze(Thcsim(ind, initage, 1 : S).*Ocsim(ind, initage, 1 : S)); +LTV = squeeze( Thsim(ind, initage, 1 : S).* Osim(ind, initage, 1 : S)); + +Y = squeeze( Ysim(ind, initage, 1 : S)); + +Hc = squeeze( Hcsim(ind, initage, 1 : S)); +H = squeeze( Hsim(ind, initage, 1 : S)); + +Cc = squeeze( Ccsim(ind, initage, 1 : S)); +C = squeeze( Csim(ind, initage, 1 : S)); + + + +Sav = p.thetam.*H(2).*(p.mbar0 - p.mbar1); + +fprintf('\n') +fprintf('\n') +fprintf('Savings if refinance in period 2: quarterly, PV at old rm = %9.3f %9.3f \n', [Sav, Sav*(1 - (1 + p.rm0)^(-p.D))/p.rm0]); + +fprintf('\n') +fprintf('\n') +fprintf('%s %s \n', [' Date', ' Gains from Refi', ' Prob Refi', ' Liq Asst', ' LTV', ' House Size', ' Income', ' Consumption']) +fprintf('\n') +fprintf('\n') +fprintf('\t%d %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f %5.2f \n', [(1 : 1 : S)', dVc, dV, Pc, P, Ac, A, LTVc, LTV, Hc, H, Y, Cc, C, ]') +fprintf('\n') +fprintf('\n') + +%} + +% People who absent utility cost would benefit from refinance + +time = 2; + +% Absent Rate Drop + +borr = Hsim(:, :, time) > 0 & Osim(:, :, time) > 0; + +good = Hsim(:, :, time) > 0 & Osim(:, :, time) > 0 & squeeze((Vallsim(:, 4, :, time) > max(Vallsim(:, [1, 2, 3, 5], :, time), [], 2)) ); + +Vother = squeeze(max(Vallsim(:, [1, 2, 3, 5], :, time), [], 2)); +Vrefi = squeeze(Vallsim(:, 4, :, time)); +Vgap = (Vrefi - Vother)./Csim(:, :, time).^(-p.sigma); +Prefi = squeeze(Pallsim(:, 4, :, time)); +Refi = squeeze(Dsim(:, :, time) == 4); + + + +% After Rate Drop + +borrc = Hcsim(:, :, time) > 0 & Ocsim(:, :, time) > 0; + +goodc = Hcsim(:, :, time) > 0 & Ocsim(:, :, time) > 0 & squeeze((Vallcsim(:, 4, :, time) > max(Vallcsim(:, [1, 2, 3, 5], :, time), [], 2)) ); + +Votherc = squeeze(max(Vallcsim(:, [1, 2, 3, 5], :, time), [], 2)); +Vrefic = squeeze(Vallcsim(:, 4, :, time)); +Vgapc = (Vrefic - Votherc)./Ccsim(:, :, time).^(-p.sigma); +Prefic = squeeze(Pallcsim(:, 4, :, time)); +Refic = squeeze(Dcsim(:, :, time) == 4); + + +fprintf('\n') +fprintf('\n') +fprintf('Table 5 \n') + +fprintf('\n') +fprintf('A. Refinancing in Steady State \n') +fprintf('\n') +fprintf('monetary cost of refinancing, 2016 USD = %9.0f \n', p.F0m*12896); +fprintf('fraction who would refinance absent utility cost = %9.2f \n', sum(good(:))/sum(borr(:))); +fprintf('average welfare gains from refinancing, 2016 USD = %9.0f \n', mean(Vgap(good))*12896 ); +fprintf('fraction who refinance = %9.2f \n', mean(Refi(borr)) ); + + +fprintf('\n') +fprintf('B. Refinancing After Decline in Mortgage Rate \n') +fprintf('\n') +fprintf('decline in pre-tax mortgage rate = %9.2f \n', dR/(1 - 0.2391)*100); +fprintf('\n') + +fprintf('fraction who would refinance absent utility cost = %9.2f \n', sum(goodc(:))/sum(borrc(:))); +fprintf('average welfare gains from refinancing, 2016 USD = %9.0f \n', mean(Vgapc(goodc))*12896); +%fprintf('Proportion of those that benefit who refinance = %9.2f \n', mean(Refic(goodc))); + + + +% Naive measure of benefit from refinancing: +% Is PV of savings (discounted at old rate) above the cost of borrowing + +PVgains = Osim(:,:, time).*Thsim(:, :, time).*Hsim(:, :, time).*((p.mbar0 - p.mbar1)*(1 - (1 + p.rm0)^(-p.D))/p.rm0 - p.F1m) - p.F0m; + +goodc = PVgains > 0; +fprintf('\n') + +fprintf('fraction with positive savings from refinancing = %9.2f\n', sum(goodc(:))/sum(borrc(:))); +fprintf('average savings from refinancing, 2016 USD = %9.0f\n', mean(PVgains(goodc))*12896); +fprintf('\n') + +fprintf('fraction who refinance = %9.2f\n', mean(Refic(borrc))); diff --git a/42/replication_package/model_replication/Main nu infinity/vec.m b/42/replication_package/model_replication/Main nu infinity/vec.m new file mode 100644 index 0000000000000000000000000000000000000000..b979fb42e34c27aebf07fa2dc3437ae650f79efe --- /dev/null +++ b/42/replication_package/model_replication/Main nu infinity/vec.m @@ -0,0 +1,3 @@ +function y = vec(x) + +y = x(:); \ No newline at end of file diff --git a/42/replication_package/model_replication/Main nu infinity/wfunc.m b/42/replication_package/model_replication/Main nu infinity/wfunc.m new file mode 100644 index 0000000000000000000000000000000000000000..2d3afefcae58a2425a33b17cdea93a89c5e726df --- /dev/null +++ b/42/replication_package/model_replication/Main nu infinity/wfunc.m @@ -0,0 +1,19 @@ +function v = wfunc(c, s, ind2, EV, p, type) + + +[~, aprime] = savings(c, s, p, type); + + +if strcmp(type, 'h') + +v = c.^(1 - p.sigma)/(1 - p.sigma) + p.alpha*s(:,4).^(1 - p.sigma)/(1 - p.sigma) - ... + p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*c.^(-p.sigma*(1 + 1/p.gamma)) + p.beta*EV(aprime, ind2); + +else + +v = (1 + p.alpha^(1/p.sigma)*p.R^(1 - 1/p.sigma))*c.^(1 - p.sigma)/(1 - p.sigma) - ... + p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*c.^(-p.sigma*(1 + 1/p.gamma)) + p.beta*EV(aprime, ind2); + +end + + diff --git a/42/replication_package/model_replication/Main nu infinity/wprctile.m b/42/replication_package/model_replication/Main nu infinity/wprctile.m new file mode 100644 index 0000000000000000000000000000000000000000..10cd9b35a60450821315b9d60706a9048a8806e5 --- /dev/null +++ b/42/replication_package/model_replication/Main nu infinity/wprctile.m @@ -0,0 +1,195 @@ +function y = wprctile(X,p,varargin) +%WPRCTILE Returns weighted percentiles of a sample with six algorithms. +% The idea is to give more emphasis in some examples of data as compared to +% others by giving more weight. For example, we could give lower weights to +% the outliers. The motivation to write this function is to compute percentiles +% for Monte Carlo simulations where some simulations are very bad (in terms of +% goodness of fit between simulated and actual value) than the others and to +% give the lower weights based on some goodness of fit criteria. +% +% USAGE: +% y = WPRCTILE(X,p) +% y = WPRCTILE(X,p,w) +% y = WPRCTILE(X,p,w,type) +% +% INPUT: +% X - vector or matrix of the sample data +% p - scalar or a vector of percent values between 0 and 100 +% +% w - positive weight vector for the sample data. Length of w must be +% equal to either number of rows or columns of X. If X is matrix, same +% weight vector w is used for all columns (DIM=1)or for all rows +% (DIM=2). If the weights are equal, then WPRCTILE is same as PRCTILE. +% +% type - an integer between 4 and 9 selecting one of the 6 quantile algorithms. +% Type 4: p(k) = k/n. That is, linear interpolation of the empirical cdf. +% Type 5: p(k) = (k-0.5)/n. That is a piecewise linear function where +% the knots are the values midway through the steps of the +% empirical cdf. This is popular amongst hydrologists. (default) +% PRCTILE also uses this formula. +% Type 6: p(k) = k/(n+1). Thus p(k) = E[F(x[k])]. +% This is used by Minitab and by SPSS. +% Type 7: p(k) = (k-1)/(n-1). In this case, p(k) = mode[F(x[k])]. +% This is used by S. +% Type 8: p(k) = (k-1/3)/(n+1/3). Then p(k) =~ median[F(x[k])]. +% The resulting quantile estimates are approximately +% median-unbiased regardless of the distribution of x. +% Type 9: p(k) = (k-3/8)/(n+1/4). The resulting quantile estimates are +% approximately unbiased for the expected order statistics +% if x is normally distributed. +% +% Interpolating between the points pk and X(k) gives the sample +% quantile. Here pk is plotting position and X(k) is order statistics of +% x such that x(k)< x(k+1) < x(k+2)... +% +% OUTPUT: +% y - percentiles of the values in X +% When X is a vector, y is the same size as p, and y(i) contains the +% P(i)-th percentile. +% When X is a matrix, WPRCTILE calculates percentiles along dimension DIM +% which is based on: if size(X,1) == length(w), DIM = 1; +% elseif size(X,2) == length(w), DIM = 2; +% +% EXAMPLES: +% w = rand(1000,1); +% y = wprctile(x,[2.5 25 50 75 97.5],w,5); +% % here if the size of x is 1000-by-50, then y will be size of 6-by-50 +% % if x is 50-by-1000, then y will be of the size of 50-by-6 +% +% Please note that this version of WPRCTILE will not work with NaNs values and +% planned to update in near future to handle NaNs values as missing values. +% +% References: Rob J. Hyndman and Yanan Fan, 1996, Sample Quantiles in Statistical +% Package, The American Statistician, 50, 4. +% +% HISTORY: +% version 1.0.0, Release 2007/10/16: Initial release +% version 1.1.0, Release 2008/04/02: Implementation of other 5 algorithms and +% other minor improvements of code +% +% +% I appreciate the bug reports and suggestions. +% See also: PRCTILE (Statistical Toolbox) + +% Author: Durga Lal Shrestha +% UNESCO-IHE Institute for Water Education, Delft, The Netherlands +% eMail: durgals@hotmail.com +% Website: http://www.hi.ihe.nl/durgalal/index.htm +% Copyright 2004-2007 Durga Lal Shrestha. +% $First created: 16-Oct-2007 +% $Revision: 1.1.0 $ $Date: 02-Apr-2008 13:40:29 $ + +% *********************************************************************** + +%% Input arguments check + +% error(nargchk(2,4,nargin)) +% if ~isvector(p) || numel(p) == 0 +% error('wprctile:BadPercents', ... +% 'P must be a scalar or a non-empty vector.'); +% elseif any(p < 0 | p > 100) || ~isreal(p) +% error('wprctile:BadPercents', ... +% 'P must take real values between 0 and 100'); +% end +% if ndims(X)>2 +% error('wprctile:InvalidNumberofDimensions','X Must be 2D.') +% end + + +% Default weight vector +if isvector(X) + w = ones(length(X),1); +else + w = ones(size(X,1),1); % works as dimension 1 +end +type = 5; + +if nargin > 2 + if ~isempty(varargin{1}) + w = varargin{1}; % weight vector + end + if nargin >3 + type = varargin{2}; % type to compute quantile + end +end + +if ~isvector(w)|| any(w<0) + error('wprctile:InvalidWeight', ... + 'w must vecor and values should be greater than 0'); +end + +% Check if there are NaN in any of the input +nans = isnan(X); +if any(nans(:)) || any(isnan(p))|| any(isnan(w)) + error('wprctile:NaNsInput',['This version of WPRCTILE will not work with ' ... + 'NaNs values in any input and planned to update in near future to ' ... + 'handle NaNs values as missing values.']); +end +%% Figure out which dimension WPRCTILE will work along using weight vector w + +n = length(w); +[nrows, ncols] = size(X); +if nrows==n + dim = 1; +elseif ncols==n + dim = 2; +else + error('wprctile:InvalidDimension', ... + 'length of w must be equal to either number of rows or columns of X'); +end + +%% Work along DIM = 1 i.e. columswise, convert back later if needed using tflag + +tflag = false; % flag to note transpose +if dim==2 + X = X'; + tflag = true; +end +ncols = size(X,2); +np = length(p); +y = zeros(np,ncols); + +% Change w to column vector +w = w(:); + +% normalise weight vector such that sum of the weight vector equals to n +w = w*n/sum(w); + +%% Work on each column separately because of weight vector + +for i=1:ncols + [sortedX, ind] = sort(X(:,i)); % sort the data + sortedW = w(ind); % rearrange the weight according to ind + k = cumsum(sortedW); % cumulative weight + switch type % different algorithm to compute percentile + case 4 + pk = k/n; + case 5 + pk = (k-sortedW/2)/n; + case 6 + pk = k/(n+1); + case 7 + pk = (k-sortedW)/(n-1); + case 8 + pk = (k-sortedW/3)/(n+1/3); + case 9 + pk = (k-sortedW*3/8)/(n+1/4); + otherwise + error('wprctile:InvalidType', ... + 'Integer to select one of the six quantile algorithm should be between 4 to 9.') + end + + % to avoid NaN for outside the range, the minimum or maximum values in X are + % assigned to percentiles for percent values outside that range. + q = [0;pk;1]; + xx = [sortedX(1); sortedX; sortedX(end)]; + + % Interpolation between q and xx for given value of p + y(:,i) = interp1q(q,xx,p(:)./100); +end + +%% Transpose data back for DIM = 2 to the orginal dimension of X +% if p is row vector and X is vector then return y as row vector +if tflag || (min(size(X))==1 && size(p,1)==1) + y=y'; +end \ No newline at end of file diff --git a/42/replication_package/model_replication/Simple Exponential/baseline.mat b/42/replication_package/model_replication/Simple Exponential/baseline.mat new file mode 100644 index 0000000000000000000000000000000000000000..650c1a8a94a8f0107384d81fcf20b96f60b026be Binary files /dev/null and b/42/replication_package/model_replication/Simple Exponential/baseline.mat differ diff --git a/42/replication_package/model_replication/Simple Exponential/kronm.m b/42/replication_package/model_replication/Simple Exponential/kronm.m new file mode 100644 index 0000000000000000000000000000000000000000..37c3ef55e11a041e1c9332397e1f90c086a49983 --- /dev/null +++ b/42/replication_package/model_replication/Simple Exponential/kronm.m @@ -0,0 +1,113 @@ +function x = kronm(Q,x) + +% Fast Kronecker matrix multiplication, for both full and sparse matrices +% of any size. Never computes the actual Kronecker matrix and omits +% multiplication by identity matrices. +% y = kronm(Q,x) computes +% y = (Q{k} kron ... Q{2} kron Q{1})*x +% If Q contains only two matrices and x is a vector, the code uses the +% identity +% ( Q{2} kron Q{1} )*vec(X) = vec(Q{1}*X*Q{2}'), +% where vec(X)=x. If Q contains more than two matrices and/or if x has more +% than one column, the algorithm uses a generalized form of this identity. +% The idea of the algorithm is to see x as a multi-dimensional array and to +% apply the linear maps Q{i} separately for each dimension i. If Q contains +% just one matrix, the function returns the regular matrix product Q{1}*x. +% +% Inputs: +% Q: 1-by-k cell array containing k matrices of arbitrary size +% (can be sparse). Denote by R(i) the number of rows of Q{i}, and +% by C(i) the number of columns. Alternatively, Q{i} may also be +% a scalar qi. This is interpreted as the qi-by-qi identity +% matrix. Hand over identity matrices in this fashion for optimal +% performance. +% x: Matrix of size CC-by-m, where CC=C(1)*...*C(k). +% +% Output: Matrix of size RR-by-m, where RR=R(1)*...*R(k). +% +% +% Example: +% R = [60, 30, 20]; % Number of rows for matrices Q{1},Q{2},Q{3}. +% C = [55, 25, 15]; % Number of columns of matrices Q{i}. +% m = 5; % Number of columns of x. +% Q = cell(1,length(R)); % Create cell with sparse random matrices +% for i=1:length(R) % of density 0.05. +% Q{i} = sprand(R(i),C(i),0.05); +% end +% x = rand(prod(C),m); % Random matrix x with C(1)*C(2)*C(3) rows. +% y = kron(Q{3},kron(Q{2},Q{1}))*x; +% % Matlab's Kronecker multiplication... +% yy= kronm(Q,x); % and kronm... +% norm(y-yy) % ... give the same result up to +% % computational error. +% +% +% Version: 6-Oct-2015 +% Author: Matthias Kredler (Universidad Carlos III de Madrid) +% mkredler@eco.uc3m.es +% Acknowledgement: +% This code follows the same idea as 'kronmult' by Paul G. Constantine & +% David F. Gleich (Stanford, 2009). However, I avoid loops and allow for +% non-square inputs Q{i}. I have also included the special treatment for +% identity matrices. + +m = size(x,2); % Obtain number of columns in input. +k = length(Q); % Number of matrices in Q. +R = zeros(1,k); % Vector for number of rows of, +C = zeros(1,k); % Q-matrices and for number of columns. +comp = true(1,k); % Check if we have to multiply by Q{i}. +for i=1:k + if isscalar(Q{i}) % If input Q{i} is a scalar, don't + comp(i) = false; % have to multiply in this dimension. + R(i) = Q{i}; % Read in number of rows and columns. + C(i) = Q{i}; + else % Otherwise, read out size of the + [R(i),C(i)] = size(Q{i}); % matrix. + end +end + +xsiz = [C,m]; % Will constantly change dimension of x. + % xsiz is the current size, when x is + % reshaped to array of dim. + % C(1),C(2),...,C(k),m. + +if comp(1) % Start with first Kronecker product, + x = Q{1}*reshape(x,[C(1),prod(xsiz)/C(1)]); + % leave out if Q{i} is identity. + xsiz(1) = R(1); % Replace size of dimension 1. +end % (Don't do this in loop below --> save + % time on reshapes and permutes) +if k>1 && m==1 % If Q has just one element, we're done. + if comp(k) % If x was a column vector, do the last + x = reshape(x,[prod(xsiz)/C(k),C(k)]) *Q{k}' ; + xsiz(k) = R(k); % Kronecker product by matrix + end % post-multiplication to save time on + % reshapes and permutes. + loopTo = k-1; % Will only have to loop up to + % dimension k-1 below. +else % If x is a matrix, have to loop over + loopTo = k; % all dimensions. +end + +if k>2 || m>1 % Now loop over remaining dimensions, + x = reshape(x,xsiz); % inf any. Reshape x into an array of + for i=2:loopTo % dimension R(1),C(2),...,C(k)or R(k),m. + if comp(i) % If Q{i} is not identity: Create + dims = 1:k+1; % vector to re-shuffle dimensions. + dims(i) = []; % Put dimension i first (by permute), + dims = [i, dims]; %#ok % e.g. order [2,1,3,4,5] + % for i=2 and k=4. Turn off Matlab's + % warning for size change. + Xmat = reshape( permute(x,dims), [C(i), prod(xsiz)/C(i)] ); + % Then bring array into matrix with + Xmat = Q{i}*Xmat; % N(i) rows, ex: N(2)-by-N(1)*N(3)*... + % *N(4)*m and multiply by Q{i}. + xsiz(i) = R(i); % Changed dimensionality of x. + x = ipermute( reshape(Xmat,[R(i), xsiz(dims(2:k+1))]), dims ); + end % Reshape back to array, ex: to dim. + end % N(2),N(1),N(3),N(4),m, and inverse- + % permute to go back to orginal array, +end % ex: dim. N(1),N(2),N(3),N(4),m. + +x = reshape(x,[prod(R),m]); % Then give back result as matrix. + diff --git a/42/replication_package/model_replication/Simple Exponential/lookup1.m b/42/replication_package/model_replication/Simple Exponential/lookup1.m new file mode 100644 index 0000000000000000000000000000000000000000..b1505d4dd7ab85ad6022be69430658f336d97116 --- /dev/null +++ b/42/replication_package/model_replication/Simple Exponential/lookup1.m @@ -0,0 +1,71 @@ +% LOOKUP Performs a table lookup. +% USAGE +% ind=lookup(tabvals,x,endadj); +% INPUTS +% tabvals : a sorted vector of n values +% x : an array of values +% endadj : a optional endpoint adjustment: 0, 1, 2 or 3. +% OUTPUT +% ind : an array (same size as x) of indices from 1 to n +% +% Returns an array of size(x) with element (i,j) equal to +% max k: x(i,j)>=tabvals(k) +% +% Optional endpoint adjustments: +% 0: no adjustments +% 1: values of x < min(tabvals) will return +% length(tabvals=tabvals(1)) +% 2: values of x > max(tabvals) will return +% m-length(tabvals=tabvals(end)) +% 3: adjustments 1 and 2 will be performed +% +% With endadj=3 all the indices are between 1 and n-1 +% To find the nearest table value to each x use: +% ind = lookup(tabvals,x,3); +% ind = ind + (x-tabvals(ind) > tabvals(ind+1)-x); +% nearest = tabvals(ind); +% +% Coded in C. + +% Copyright (c) 1997-2000, Paul L. Fackler & Mario J. Miranda +% paul_fackler@ncsu.edu, miranda.4@osu.edu + +function ind=lookup(tabvals,x,endadj); + +global CompEcon_MEXwarned + +if isempty(CompEcon_MEXwarned) + disp('Warning: You are using the m-file version of a function that is coded as a C Mex file.') + disp(' Running this M file version may be significantly slower and more memory intensive.') + disp(' Use MEXALL to create the executable (MEX or DLL) and make sure it is on the MATLAB path.') + CompEcon_MEXwarned=1; +end + + +if nargin<2 + error('At least two parameters must be specified'); +end +if nargin<3 endadj=0; end +if isempty(endadj) endad=0; end + +n=prod(size(x)); +if min(size(tabvals))>1 + error('tabvals must be a vector'); +else + tabvals=tabvals(:); + if any(diff(tabvals)<0) + error('tabvals must be sorted in ascending order') + end +end +m=length(tabvals); +if endadj>=2, m=m-length(find(tabvals==tabvals(end))); end + +[temp,ind]=sort([tabvals(1:m); x(:)]); +temp=find(ind>m); +j=ind(temp)-m; +ind=reshape(temp-(1:n)',size(x)); +ind(j)=ind(:); + +if endadj==1 | endadj==3 + ind(ind==0)=length(find(tabvals==tabvals(1))); +end diff --git a/42/replication_package/model_replication/Simple Exponential/lookup1.mexa64 b/42/replication_package/model_replication/Simple Exponential/lookup1.mexa64 new file mode 100644 index 0000000000000000000000000000000000000000..d45b592990528cdf9bec076c8ebfa193adc36d52 Binary files /dev/null and b/42/replication_package/model_replication/Simple Exponential/lookup1.mexa64 differ diff --git a/42/replication_package/model_replication/Simple Exponential/lookup1.mexmaci64 b/42/replication_package/model_replication/Simple Exponential/lookup1.mexmaci64 new file mode 100644 index 0000000000000000000000000000000000000000..c355da46b986916252b3bd3c06ec513f8774efa1 Binary files /dev/null and b/42/replication_package/model_replication/Simple Exponential/lookup1.mexmaci64 differ diff --git a/42/replication_package/model_replication/Simple Exponential/lookup1.mexw32 b/42/replication_package/model_replication/Simple Exponential/lookup1.mexw32 new file mode 100644 index 0000000000000000000000000000000000000000..187dff29e1d7905d71b29ee4f986b9635bc5bc35 Binary files /dev/null and b/42/replication_package/model_replication/Simple Exponential/lookup1.mexw32 differ diff --git a/42/replication_package/model_replication/Simple Exponential/neldmead_bounds.m b/42/replication_package/model_replication/Simple Exponential/neldmead_bounds.m new file mode 100644 index 0000000000000000000000000000000000000000..a27a8bb8d0f4a14305b8a48091fccbee51ac77af --- /dev/null +++ b/42/replication_package/model_replication/Simple Exponential/neldmead_bounds.m @@ -0,0 +1,145 @@ +function x_opt = neldmead_bounds(func, x_init, x_min, x_max, varargin) +% [x_opt]=neldmead_bounds(func,x_init,x_min,x_max) +% minimizes f(x) such that x_min <= x_opt <= x_max. +% modified version of original by H.P. Gavin , Civil & Env'ntl Eng'g, Duke Univ. 21 January 2006 +% all i did is to make it readable for myself and exclude g(x) <0 +% constraint +% +% INPUT +% ====== +% func : the name of the function to be minimizes in the form y=func(x) +% x_init : the vector of initial parameter values ... a column vector +% x_min : minimum permissible values of the parameters, x +% x_max : maximum permissible values of the parameters, x +% +% OUTPUT +% ====== +% x_opt : a set of parameters at or near the optimal value + + + tol_x = 1e-4; % tolerance for convergence in x + tol_f = 1e-4; % tolerance for convergence in f + max_iter = 250; % maximum number of function evaluations + + +n = length(x_init); + +onesn = ones(1,n); +ot = 2:n+1; +on = 1:n; +function_count = 0; % the number of function evaluations + + +% Nelder-Mead constants +a_reflect = 2; a_expand = 1; a_contract = 0.5; a_shrink = 0.5; + +% Evaluate the initial guess and the range of allowable parameter variation + +x_init = min(max(x_init,x_min),x_max); + +[fv] = feval(func,x_init, varargin{:}); +if any(x_max == x_min) + error('error: x_max can not equal x_min for any parameter'); +end + +% Place input guess in the simplex! (credit L.Pfeffer at Stanford) +% Set up a simplex near the initial guess. + +p1 = .2; % originally .2 +p2 = .1; % originally .1 + +delta_x = min( p1*(1+abs(x_init)) , p2*(x_max-x_init).*(x_max~=x_init) ); +idx = find(delta_x == 0); +delta_x(idx) = -p2*(x_init(idx)-x_min(idx)); + +% --- initialization +simplex = x_init; +for j = 1:n + y = x_init; + y(j) = y(j) + delta_x(j); + x = min(max(y,x_min),x_max); + simplex = [simplex x]; %create simplex one by one + [f] = feval(func,x, varargin{:}); %evaluate function + fv = [fv f]; %record function values + +end + +% order the vertices in increasing order of fv +[fv,idx] = sort(fv); simplex = simplex(:,idx); +disp([simplex;fv]) + +iter=1; +while iter < max_iter % --- main loop + + change_x = max(max(abs(simplex(:,ot)-simplex(:,onesn)))); + change_f = max(abs(fv(1)-fv(ot))); + + if change_x < tol_x && change_f < tol_f + break; + end + + % One step of the Nelder-Mead simplex algorithm + + happy = 0; + +% reflect + vbar = (sum(simplex(:,on)')/n)'; % centroid of better vertices + vr = min(max(vbar + a_reflect*(vbar-simplex(:,n+1)),x_min),x_max); + [fr] = feval(func,vr, varargin{:}); + + + if ( fr >= fv(1) && fr < fv(n+1) ) + happy = 1; vk = vr; fk = fr; how = 'reflect'; + end + +% expand + if ( happy == 0 && fr < fv(1) ) + ve = min(max(vbar + a_expand*(vr-vbar),x_min),x_max); + [fe] = feval(func,ve, varargin{:}); + + function_count = function_count + 1; + if fe < fr + happy = 1; vk = ve; fk = fe; how = 'expand'; + else + happy = 1; vk = vr; fk = fr; how = 'reflect'; + end + end + +% contract + if ( happy == 0 && fr >= fv(n) ) + vc = min(max(vbar + a_contract*(vbar-simplex(:,n+1)),x_min),x_max); + [fc] = feval(func,vc, varargin{:}); + + + if fc < fv(n+1) + happy = 1; vk = vc; fk = fc; how = 'contract'; + end + end + +% if you have accepted a new point, replace the worst point (n+1) with it + + if ( happy == 1 ) + simplex(:,n+1) = vk; fv(n+1) = fk; + else + +% shrink + v1 = simplex(:,1); + for i=2:n+1 + vs = min(max(v1 + a_shrink*(simplex(:,i)-v1),x_min),x_max); + [fs] = feval(func,vs, varargin{:}); + + simplex(:,i) = vs; + fv(i) = fs; + end + + how = 'shrink'; + end + +% order the vertices in increasing order of fv + [fv,idx] = sort(fv); simplex = simplex(:,idx); + x_opt = simplex(:,1); + %fprintf('%4i %6.2e %6.2e\n',[iter,change_f,change_x]) + iter=iter+1; +end + + diff --git a/42/replication_package/model_replication/Simple Exponential/objective.m b/42/replication_package/model_replication/Simple Exponential/objective.m new file mode 100644 index 0000000000000000000000000000000000000000..51668075d2aa6eb9c3df541109f6c16f069b4d33 --- /dev/null +++ b/42/replication_package/model_replication/Simple Exponential/objective.m @@ -0,0 +1,232 @@ +function err_mom = objective(x) + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',22); + +intmeth = 'linear'; +printr = 0; + +optset('bisect', 'tol', 1e-32); + +% Calibrated Parameters + +p.beta = x(1); % discount factor +p.alpha = x(2); % weight on housing in preferences +p.R = x(3); +p.phi = x(4); % productivity non-market +p.F0m = x(5); % fixed cost of refinancing +p.B = x(6); +p.rh = (1 + x(7))^(1/4) - 1; % interest rate +p.r1 = x(8); +p.r2 = x(9); % parameters governing shape of rl curve + +% Assigned Parameters + +p.rl = (1 - 0.028)^(1/4) - 1; % lower bound on liquid rate + +p.T = 61*4; % last period of life +p.D = 30*4; % maturity of mortgages + +p.sigma = 2; % CRRA +p.gamma = 1; % Frisch elasticity of non-market production + +p.rm = (1 + 0.025)^(1/4) - 1; % interest rate + +p.Fs = 0.06; % fixed cost of selling home +p.F1m = 0.005; % proportional cost of refinancing + +p.wbar = 0.00001; % parameter governing luxuriousness of bequests + +p.thetam = 0.85; % maximum LTV +p.thetay = 0.214; % maximum PTI + +rhoz = 0.9908; +sz = 0.0761; +se = (1 - 0.55)^(1/2)*0.4869; % Krueger Perri (2011) show 55% of the variance of trans compon is measurement error so subtract + + +time = (1 : 1 : p.T)'; +p.lambdat = exp(0.07982636 - 0.02322307 * (time/4 + 25) + 0.00105409 * (time/4 + 25).^2 - 0.00001028 * (time/4 + 25).^3); + +p.thetay = p.thetay*(1 - 0.3126./(1 + exp(18.629 - 0.3049*(time/4 + 25)))); + +p.mbar = p.rm/(1 - (1 + p.rm)^(-p.D)); % minimum payment required per 1 of initial debt + + +% Quality of Approximation + +p.na = 50; % number of nodes for liquid assets +p.nl = 75; % number of nodes for liquidity +p.no = 9; % number of nodes for omega (fraction of loan outstanding) +p.nt = 3; % number of possible initial LTV +p.nh = 7; % number of nodes for housing +p.nz = 9; % points for exogenous income z +p.ne = 3; + + +% Discretize Income Process + +[zgrid, Fzz] = rouwenhorst(rhoz, sz, p.nz); +p.zgrid = exp(zgrid'); + +[Fz, d] = eigs(Fzz', 1, 'largestabs'); +Fz = Fz/sum(Fz); +Fz = full(Fz); % ergodic distribution of z + +[egrid, we] = qnwnorm(p.ne, 0, se^2); +p.egrid = exp(egrid); + + +% Discretize other state variables + +amin = 0; +amax = 100; +p.agrid = amin + (amax - amin)*nodeunif(p.na, 0, 1).^2; + +omin = 0; +omax = 1; +p.ogrid = omin + (omax - omin)*nodeunif(p.no, 0, 1); + +tmin = 0.5; +tmax = p.thetam; +p.tgrid = tmin + (tmax - tmin)*nodeunif(p.nt, 0, 1); + +hmin = 5; % minimum house size +hmax = 40; % maximum house size +p.hgrid = hmin + (hmax - hmin)*nodeunif(p.nh, 0, 1).^1.5; + +ymax = max(p.lambdat)*zgrid(end)*egrid(end); + +lmin = -0.1; +lmax = 125; +p.lgrid = lmin + (lmax - lmin)*nodeunif(p.nl, 0, 1).^1.5; + + +% Construct grids: + +svbarh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for expected value of homeowners +svbarr = gridmake(p.agrid, p.zgrid); % grid for expected value of renters + +svh = gridmake(p.agrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid, p.egrid); % grid for value of homeowners prior to making h choice +svr = gridmake(p.agrid, p.zgrid, p.egrid); % grid for value of renters prior to making h choice + +swh = gridmake(p.lgrid, p.ogrid, p.tgrid, p.hgrid, p.zgrid); % grid for W functions +swr = gridmake(p.lgrid, p.zgrid); + +ind2h = kron((1:1:p.no*p.nt*p.nh*p.nz)', ones(p.nl, 1)); % index of all other state-variables to speed up evaluations (Bangladesh) +ind2r = kron((1:1: p.nz)', ones(p.nl, 1)); + + +vbarh = zeros(p.na*p.no*p.nt*p.nh*p.nz, p.T + 1); % expected values of homeowners +vbarr = zeros(p.na*p.nz, p.T + 1); % expected values of renters + +vh = zeros(p.na*p.no*p.nt*p.nh*p.nz*p.ne, p.T); % value of homeowners prior to making h choice (envelope over 5 possible options) +vr = zeros(p.na*p.nz*p.ne, p.T); % value of renters prior to making h choice (envelope over possible options) + +wh = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % value of homeowners after making h choice +wr = zeros(p.nl*p.nz, p.T); % value of renters after making h choice + +ch = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % consumption homeowners after making h choice +cr = zeros(p.nl*p.nz, p.T); % consumption of renters after making h choice + +aprimeh = zeros(p.nl*p.no*p.nt*p.nh*p.nz, p.T); % liquid savings of homeowners after making h choice +aprimer = zeros(p.nl*p.nz, p.T); % liquid savings of renters after making h choice + +cmaxh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amin); % c that implies a' = amin +cmaxr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amin); + +cminh = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'h', amax); % c that implies a' = amax +cminr = bisect('savings', 1e-13, 1e5, p.lgrid, p, 'r', amax); + +cmaxh = repmat(cmaxh, p.no*p.nt*p.nh*p.nz, 1); +cmaxr = repmat(cmaxr, p.nz, 1); + +cminh = repmat(cminh, p.no*p.nt*p.nh*p.nz, 1); +cminr = repmat(cminr, p.nz, 1); + +lh = zeros(p.na*p.no*p.nt*p.nh*p.nz*p.ne, p.T); % liquidity of homeowners after making h choice (envelope over 5 possible options) +lr = zeros(p.na*p.nz*p.ne, p.T); % liquidity of renters after making h choice (envelope over possible options) + +omegaprimeh = zeros(p.na*p.no*p.nt*p.nh*p.nz*p.ne, p.T); +omegaprimer = zeros(p.na*p.nz*p.ne, p.T); + +thetaprimeh = zeros(p.na*p.no*p.nt*p.nh*p.nz*p.ne, p.T); +thetaprimer = zeros(p.na*p.nz*p.ne, p.T); + +hprimeh = zeros(p.na*p.no*p.nt*p.nh*p.nz*p.ne, p.T); +hprimer = zeros(p.na*p.nz*p.ne, p.T); + +dh = zeros(p.na*p.no*p.nt*p.nh*p.nz*p.ne, p.T); +dr = zeros(p.na*p.nz*p.ne, p.T); + + +% Terminal value of bequests + +vbarh(:, p.T + 1) = p.B*(p.wbar + (1 + p.rl)*svbarh(:,1) + (1 - p.Fs - svbarh(:,2).*svbarh(:,3)*(1 + p.rl)).*svbarh(:,4)).^(1 - p.sigma)/(1 - p.sigma); +vbarr(:, p.T + 1) = p.B*(p.wbar + (1 + p.rl)*svbarr(:,1)).^(1 - p.sigma)/(1 - p.sigma); + +for t = p.T : -1 : 1 + + % tic + + EVh = griddedInterpolant({p.agrid, (1: 1:p.no*p.nt*p.nh*p.nz)'}, reshape(vbarh(:, t + 1), p.na, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + EVr = griddedInterpolant({p.agrid, (1: 1: p.nz)'}, reshape(vbarr(:, t + 1), p.na, p.nz), intmeth, 'linear'); + + % solve consumption-savings choice + + + ch(:, t) = solve_golden('wfunc', cminh, cmaxh, swh, ind2h, EVh, p, 'h'); + cr(:, t) = solve_golden('wfunc', cminr, cmaxr, swr, ind2r, EVr, p, 'r'); + + + [~, aprimeh(:,t)] = savings(ch(:, t), swh, p, 'h'); + [~, aprimer(:,t)] = savings(cr(:, t), swr, p, 'r'); + + wh(:, t) = wfunc(ch(:, t), swh, ind2h, EVh, p, 'h'); + wr(:, t) = wfunc(cr(:, t), swr, ind2r, EVr, p, 'r'); + + Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nz), intmeth, 'linear'); + Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + + % Solve discrete choice problem of renters + + A = svr(:,1); + Y = p.lambdat(t)*svr(:,2).*svr(:,3); + znow = repmat(kron((1: 1 : p.nz)', ones(p.na, 1)), p.ne, 1); % index of z in (a, z, e) space for renters + + + [lr(:,t), omegaprimer(:,t), thetaprimer(:,t), hprimer(:,t), vr(:,t), dr(:,t)] = solveh(svr, Whinterp, Wrinterp, p, p.thetay(t), 'r', A, Y, znow); + + + % Solve discrete choice problem of housing + + A = svh(:,1); + Y = p.lambdat(t)*svh(:,5).*svh(:,6); + + znow = repmat(kron((1: 1 : p.nz)', ones(p.na*p.no*p.nt*p.nh, 1)), p.ne, 1); % index of z in (a, omega, theta, h, z, e) space for owners + hnow = repmat(kron((1: 1 : p.nh)', ones(p.na*p.no*p.nt, 1)), p.nz*p.ne, 1); % index of h in (a, omega, theta, h, z, e) space for owners + tnow = repmat(kron((1: 1 : p.nt)', ones(p.na*p.no, 1)), p.nh*p.nz*p.ne, 1); % index of theta in (a, omega, theta, h, z, e) space for owners + + + [lh(:,t), omegaprimeh(:,t), thetaprimeh(:,t), hprimeh(:,t), vh(:,t), dh(:,t)] = solveh(svh, Whinterp, Wrinterp, p, p.thetay(t), 'h', A, Y, znow, hnow, tnow); + + % Compute expected value and update vbar + + for i = 1 : p.ne + + vbarh(:,t) = vbarh(:,t) + we(i)*kronm({p.na*p.no*p.nt*p.nh, Fzz}, vh((i-1)*p.na*p.no*p.nt*p.nh*p.nz + 1 : i*p.na*p.no*p.nt*p.nh*p.nz, t)); + vbarr(:,t) = vbarr(:,t) + we(i)*kronm({p.na, Fzz}, vr((i-1)*p.na*p.nz + 1 : i*p.na*p.nz, t)); + + end + + %fprintf('%6i %6.3f\n',[t toc]); + +end + + + +simulate diff --git a/42/replication_package/model_replication/Simple Exponential/plot_decisions.m b/42/replication_package/model_replication/Simple Exponential/plot_decisions.m new file mode 100644 index 0000000000000000000000000000000000000000..13acf12aacd358ecef38d69bb1236f69d35273b3 --- /dev/null +++ b/42/replication_package/model_replication/Simple Exponential/plot_decisions.m @@ -0,0 +1,149 @@ + +close all + +% Inaction Region + +figure(1) + +[~, pall] = solveh(sv, Winterp, p); + +data = [sv, pall(:,1)]; +data = data(data(:,1) <= 3, :); +n1 = numel(unique(data(:,1))); +n2 = numel(unique(data(:,2))); + +surf(reshape(data(:,1), n1, n2), reshape(data(:,2), n1, n2), reshape(data(:,3), n1, n2)); colorbar + +xlabel('$w$', 'Interpreter', 'Latex'); +ylabel('$\theta$', 'Interpreter', 'Latex'); +title('probability refinance', 'Interpreter', 'Latex'); +xlim([0, 3]) + + +state = gridmake(nodeunif(100, 0.5, 4.5), 0.50); + +[v, pall, vall, Lall, thetaall] = solveh(state, Winterp, p); + +call = zeros(size(pall)); +aprimeall = zeros(size(pall)); + +for i = 1 : 2 + +cmax = bisect('savings', 1e-13, 1e5, Lall(:, i), p, amin); % c that implies a' = amin +cmin = bisect('savings', 1e-13, 1e5, Lall(:, i), p, amax); % c that implies a' = amax + +call(:,i) = solve_golden('wfunc', cmin, cmax, [Lall(:,i), thetaall(:,i)], EV, p); + +[~, aprimeall(:,i)] = savings(call(:,i), [Lall(:,i), thetaall(:,i)], p); + +end + +%{ +figure(2) + +subplot(2, 3, 1) +plot(state(:,1), pall(:,1)); +set(gca, 'ygrid', 'on') +xlabel('$w$', 'Interpreter', 'Latex'); +title('probability refinance', 'Interpreter', 'Latex'); + +subplot(2, 3, 2) +plot(state(:,1), Lall); +set(gca, 'ygrid', 'on') +xlabel('$w$', 'Interpreter', 'Latex'); +title('$l$', 'Interpreter', 'Latex'); +legend('refinance', 'dont refinance') + +subplot(2, 3, 3) +plot(state(:,1), thetaall); +set(gca, 'ygrid', 'on') +xlabel('$w$', 'Interpreter', 'Latex'); +title('$\theta^{\prime}$', 'Interpreter', 'Latex'); + +subplot(2, 3, 4) +plot(state(:,1), call); +set(gca, 'ygrid', 'on') +xlabel('$w$', 'Interpreter', 'Latex'); +title('$c$', 'Interpreter', 'Latex'); + +subplot(2, 3, 5) +plot(state(:,1), aprimeall); +set(gca, 'ygrid', 'on') +xlabel('$w$', 'Interpreter', 'Latex'); +title('$a^{\prime}$', 'Interpreter', 'Latex'); + + +subplot(2, 3, 6) +plot(state(:,1), [vall, v]); +set(gca, 'ygrid', 'on') +xlabel('$w$', 'Interpreter', 'Latex'); +title('values', 'Interpreter', 'Latex'); +legend('refinance', 'dont refinance', 'envelope') +%} + +figure(1) + +subplot(2, 2, 1) +plot(state(:,1), [vall(:,1) - vall(:,2)]); +set(gca, 'ygrid', 'on') +xlabel('cash on hand', 'Interpreter', 'Latex'); +title('$V^{R} - V^{N}$', 'Interpreter', 'Latex'); + +subplot(2, 2, 2) +plot(state(:,1), [call]); +set(gca, 'ygrid', 'on') +xlabel('cash on hand', 'Interpreter', 'Latex'); +title('$c$', 'Interpreter', 'Latex'); +legend('refinance', 'do not refinance') + +subplot(2, 2, 3) +plot(state(:,1), [aprimeall]); +set(gca, 'ygrid', 'on') +xlabel('cash on hand', 'Interpreter', 'Latex'); +title('$a^{\prime}$', 'Interpreter', 'Latex'); + +subplot(2, 2, 4) +plot(state(:,1), pall(:,1)); +set(gca, 'ygrid', 'on') +xlabel('cash on hand', 'Interpreter', 'Latex'); +title('probability of refinancing', 'Interpreter', 'Latex'); + +%{ +figure(3) + +state = gridmake(nodeunif(100, lmin, 3), 0.5); + +cmax = bisect('savings', 1e-13, 1e5, state(:,1), p, amin); % c that implies a' = amin +cmin = bisect('savings', 1e-13, 1e5, state(:,1), p, amax); % c that implies a' = amax + +c = solve_golden('wfunc', cmin, cmax, state, EV, p); + +[~, aprime] = savings(c, state, p); + + +subplot(1, 2, 1) +plot(state(:,1), c); +set(gca, 'ygrid', 'on') +xlabel('$l$', 'Interpreter', 'Latex'); +title('$c$', 'Interpreter', 'Latex'); + +subplot(1, 2, 2) +plot(state(:,1), aprime); +set(gca, 'ygrid', 'on') +xlabel('$w$', 'Interpreter', 'Latex'); +title('$a^{\prime}$', 'Interpreter', 'Latex'); +%} + +figure(2) + +gain = nodeunif(1000, -5000, 20000); + +factor = 36500; % scaling factor to convert units in the model into u'(c) times 12896 in the data + +plot(gain, [(1 - exp(-3*max(gain/factor, 0))).*(gain >=0), ... + (1 - exp(-10*max(gain/factor, 0))).*(gain >=0), ... + (1 - exp(-10000*max(gain/factor, 0))).*(gain >=0)]) + +title('probability of refinancing', 'Interpreter', 'Latex'); +xlabel('welfare gains from refinancing', 'Interpreter', 'Latex'); +legend('$\nu = 1/3$', '$\nu = 1/10$', '$\nu = 0$'); \ No newline at end of file diff --git a/42/replication_package/model_replication/Simple Exponential/plot_decisions_new.m b/42/replication_package/model_replication/Simple Exponential/plot_decisions_new.m new file mode 100644 index 0000000000000000000000000000000000000000..0a3341abec53d219ef3072c97ab6319f26375f0c --- /dev/null +++ b/42/replication_package/model_replication/Simple Exponential/plot_decisions_new.m @@ -0,0 +1,108 @@ + +close all + +% Inaction Region + +figure(1) + +[~, pall] = solveh_new(sv, Winterp, p); + +data = [sv(1 : p.na*p.nt, 1 : 2), pall(1 : p.na*p.nt, 1)]; +data = data(data(:,1) <= 3, :); + +n1 = numel(unique(data(:,1))); +n2 = numel(unique(data(:,2))); + +surf(reshape(data(:,1), n1, n2), reshape(data(:,2), n1, n2), reshape(data(:,3), n1, n2)); colorbar + +xlabel('$w$', 'Interpreter', 'Latex'); +ylabel('$\theta$', 'Interpreter', 'Latex'); +title('probability refinance', 'Interpreter', 'Latex'); +xlim([0, 3]) + + +state = gridmake(nodeunif(100, wmin, 3), 0.7, 2); + +[v, pall, vall, Lall, thetaall] = solveh_new(state, Winterp, p); + +call = zeros(size(pall)); +aprimeall = zeros(size(pall)); +sall = [state(:,3), 2*ones(size(state, 1), 1)]; + +for i = 1 : 2 + +cmax = bisect('savings', 1e-13, 1e5, Lall(:, i), p, amin); % c that implies a' = amin +cmin = bisect('savings', 1e-13, 1e5, Lall(:, i), p, amax); % c that implies a' = amax + +call(:,i) = solve_golden('wfunc_new', cmin, cmax, [Lall(:,i), thetaall(:,i), sall(:,i)], EV, p); + +[~, aprimeall(:,i)] = savings(call(:,i), Lall(:,i), p); + +end + +figure(2) + +subplot(2, 3, 1) +plot(state(:,1), pall(:,1)); +set(gca, 'ygrid', 'on') +xlabel('$w$', 'Interpreter', 'Latex'); +title('probability refinance', 'Interpreter', 'Latex'); + +subplot(2, 3, 2) +plot(state(:,1), Lall); +set(gca, 'ygrid', 'on') +xlabel('$w$', 'Interpreter', 'Latex'); +title('$l$', 'Interpreter', 'Latex'); +legend('refinance', 'dont refinance') + +subplot(2, 3, 3) +plot(state(:,1), thetaall); +set(gca, 'ygrid', 'on') +xlabel('$w$', 'Interpreter', 'Latex'); +title('$\theta^{\prime}$', 'Interpreter', 'Latex'); + +subplot(2, 3, 4) +plot(state(:,1), call); +set(gca, 'ygrid', 'on') +xlabel('$w$', 'Interpreter', 'Latex'); +title('$c$', 'Interpreter', 'Latex'); + +subplot(2, 3, 5) +plot(state(:,1), aprimeall); +set(gca, 'ygrid', 'on') +xlabel('$w$', 'Interpreter', 'Latex'); +title('$a^{\prime}$', 'Interpreter', 'Latex'); + + +subplot(2, 3, 6) +plot(state(:,1), [vall, v]); +set(gca, 'ygrid', 'on') +xlabel('$w$', 'Interpreter', 'Latex'); +title('values', 'Interpreter', 'Latex'); +legend('refinance', 'dont refinance', 'envelope') + + +figure(3) + +state = gridmake(nodeunif(100, lmin, 3), 0.5, 1); + +cmax = bisect('savings', 1e-13, 1e5, state(:,1), p, amin); % c that implies a' = amin +cmin = bisect('savings', 1e-13, 1e5, state(:,1), p, amax); % c that implies a' = amax + +c = solve_golden('wfunc_new', cmin, cmax, state, EV, p); + +[~, aprime] = savings(c, state, p); + + +subplot(1, 2, 1) +plot(state(:,1), c); +set(gca, 'ygrid', 'on') +xlabel('$l$', 'Interpreter', 'Latex'); +title('$c$', 'Interpreter', 'Latex'); + +subplot(1, 2, 2) +plot(state(:,1), aprime); +set(gca, 'ygrid', 'on') +xlabel('$w$', 'Interpreter', 'Latex'); +title('$a^{\prime}$', 'Interpreter', 'Latex'); + diff --git a/42/replication_package/model_replication/Simple Exponential/plot_decisions_rate.m b/42/replication_package/model_replication/Simple Exponential/plot_decisions_rate.m new file mode 100644 index 0000000000000000000000000000000000000000..703b309a29407d9602d2c3ad55dc4d13e6e19c9f --- /dev/null +++ b/42/replication_package/model_replication/Simple Exponential/plot_decisions_rate.m @@ -0,0 +1,52 @@ + +close all + +% understand value of each option + +t = 75; + +tind = 3; +hind = 5; +rind = 1; +zind = 5; +eind = 2; + +omega = 0.0; + +state = gridmake(nodeunif(100, 0, 3), omega, p.tgrid(tind), p.hgrid(hind), rind, p.zgrid(zind), p.egrid(eind)); + +Whinterp = griddedInterpolant({p.lgrid, (1: 1: p.no*p.nt*p.nh*p.nr*p.nz)'}, reshape(wh(:, t), p.nl, p.no*p.nt*p.nh*p.nr*p.nz), intmeth, 'linear'); +Wrinterp = griddedInterpolant({p.lgrid, (1: 1: p.nz)'}, reshape(wr(:, t), p.nl, p.nz), intmeth, 'linear'); + + +ai = state(:,1); +yi = p.lambdat(t)*state(:,6).*state(:,7); + +[li, oi, thi, hi, vi, di, valli] = solveh_rm(state, Whinterp, Wrinterp, p, p.thetay(t), 'h', ai, yi, zind*ones(100, 1), hind*ones(100, 1), tind*ones(100, 1), rind*ones(100, 1)); + +state2 = gridmake(ai + 0.0001, omega, p.tgrid(tind), p.hgrid(hind), rind, p.zgrid(zind), p.egrid(eind)); +ai2 = state2(:,1); + +[~, ~, ~, ~, vi2] = solveh_rm(state2, Whinterp, Wrinterp, p, p.thetay(t), 'h', ai2, yi, zind*ones(100, 1), hind*ones(100, 1), tind*ones(100, 1), rind*ones(100, 1)); + +vprime = (vi2 - vi)./(ai2 - ai); + + + + +figure(3) + +subplot(1, 2, 1) +plot(ai, di); + +title('discrete choice', 'Interpreter', 'Latex'); +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') + + +subplot(1, 2, 2) +plot(ai, (valli(:, 1:4) - valli(:, 5))./vprime); + +title('values', 'Interpreter', 'Latex'); +xlabel('$a$', 'Interpreter', 'Latex'); +set(gca, 'ygrid', 'on') diff --git a/42/replication_package/model_replication/Simple Exponential/savings.m b/42/replication_package/model_replication/Simple Exponential/savings.m new file mode 100644 index 0000000000000000000000000000000000000000..37cd8be6c9c5727a2ce0df61f632d59172b2aab9 --- /dev/null +++ b/42/replication_package/model_replication/Simple Exponential/savings.m @@ -0,0 +1,15 @@ +function [Dist, Aprime] = savings(C, s, p, bnd) + + +Aprime = s(:,1) + p.phi^(1 + 1/p.gamma).*C.^(-p.sigma/p.gamma) - C; % gives A' for a given level of consumption + + +if nargin == 4 + + Dist = Aprime - bnd; + +else + + Dist = []; + +end \ No newline at end of file diff --git a/42/replication_package/model_replication/Simple Exponential/simulate.m b/42/replication_package/model_replication/Simple Exponential/simulate.m new file mode 100644 index 0000000000000000000000000000000000000000..e34178230d640ff428b8618117d0429d3a1ecdd8 --- /dev/null +++ b/42/replication_package/model_replication/Simple Exponential/simulate.m @@ -0,0 +1,240 @@ +close all + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',24); + + +N = 2500; +T = 450; + +A = zeros(2*N, T + 1); % Liquid Assets +Th = zeros(2*N, T + 1); % initial mortgage size + +C = zeros(2*N, T); % consumption +L = zeros(2*N, T); % liquidity after making housing choice +R = zeros(2*N, T); % decision to refinance +X = zeros(2*N, T); % amount extracted + +Age = zeros(2*N, T); % age of loan + + +% First simulate history of shocks to income + +rng(100); + +Y = randn(N, T)*se; +Y = exp([Y; -Y]); + +Th(:, 1) = p.thetam; +A(:, 1) = 0; +Age(:,1) = 1; + + +for t = 1 : T + +unif = rand(2*N, 1); + +state = [(1 + p.rl)*A(:,t) + Y(:,t), Th(:,t)]; + +[~, pall, ~, Lall, thetall] = solveh(state, Winterp, p); + +R(:,t) = unif <= pall(:,1); + +L(:,t) = Lall(:,1).*R(:,t) + Lall(:,2).*(1 - R(:,t)); % when many options: generate a single unif and ask which interval belongs to + +Th(:, t+1) = thetall(:,1).*R(:,t) + thetall(:,2).*(1 - R(:,t)); + +cmax = bisect('savings', 1e-13, 1e5, L(:,t), p, amin); % c that implies a' = amin +cmin = bisect('savings', 1e-13, 1e5, L(:,t), p, amax); % c that implies a' = amax + +C(:,t) = max(min(Cinterp(L(:,t), Th(:,t+1)), cmax), cmin); + +[~, A(:, t+1)] = savings(C(:,t), L(:,t), p); + +Age(:, t+1) = (Age(:,t) + 1).*(1 - R(:,t)) + R(:,t); + +X(:,t) = (Th(:,t+1) - Th(:,t))./Th(:,t).*R(:,t); + +end + + + + A(:, 1 : 150) = []; + Th(:, 1 : 150) = []; + C(:, 1 : 150) = []; + R(:, 1 : 150) = []; + L(:, 1 : 150) = []; + Y(:, 1 : 150) = []; + X(:, 1 : 150) = []; +Age(:, 1 : 150) = []; + +Asave = A; +Thsave = Th; +Csave = C; +Lsave = L; +Rsave = R; +Ysave = Y; +Xsave = X; +Agesave = Age; + + + A(:, end) = []; + Th(:, end) = []; +Age(:, end) = []; + +Age = floor(Age/4); + +D = Th.*p.hbar; +W = A + p.hbar - D; + +Yh = p.phi^(1/p.gamma)*C.^(-p.sigma/p.gamma); + + + +figure(2) + +id = 1; + +subplot(1, 3, 1), plot([C(id, :)', Y(id, :)']); +title('Consumption and Income', 'Interpreter','Latex'); +h = legend('consumption', 'income'); +set(gca, 'ygrid', 'on') +set(h,'Interpreter','latex'); + + +subplot(1, 3, 2), plot([A(id, :)', p.hbar.*(1 - Th(id, :)')]); +title('Wealth', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') +h = legend('liquid', 'illiquid'); +set(h,'Interpreter','latex'); + + +subplot(1, 3, 3), plot(Th(id, :)'); +title('Debt', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') +set(h,'Interpreter','latex'); + + +fextract = mean(vec(X >= 0.05))*4; +medianextract = median(X(X >= 0.05)); + +HY = p.hbar./Y/4; +PTI = p.mbar*p.hbar./Y; + + + +moment_model = zeros(60, 1); + +moment_model(1) = mean(W(:)) /mean(vec(Y))/4; +moment_model(2) = p.hbar /mean(vec(Y))/4; +moment_model(3) = mean(D(:)) /mean(vec(Y))/4; +moment_model(4) = mean(A(:)) /mean(vec(Y))/4; + +moment_model(5) = fextract; +moment_model(6) = mean(vec(Yh))/mean(vec(C)); + + +moment_model(7 : 11) = prctile( A(:), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(12 : 16) = prctile(Th(:), [10; 25; 50; 75; 90]); +moment_model(17 : 21) = prctile((1 - Th(:)).*p.hbar./W(:), [10; 25; 50; 75; 90]); +moment_model(22 : 26) = prctile( W(:), [10; 25; 50; 75; 90])/mean(vec(Y))/4; +moment_model(27 : 31) = prctile(PTI(:), [10; 25; 50; 75; 90]); +moment_model(32 : 36) = prctile(HY(:), [10; 25; 50; 75; 90]); +moment_model(37 : 41) = prctile(Age(:), [10; 25; 50; 75; 90]); +moment_model(42) = medianextract; + + +moment_data = [1.45; 1.82; 0.83; 0.46; 0.08; 0.23; -0.04; 0.01; 0.15; 0.68; 1.69; + 0.18; 0.39; 0.62; 0.77; 0.88; 0.36; 0.64; 0.87; 0.99; 1.04; 0; 0.04; 0.73; 2.34; 3.94; + 0.05; 0.08; 0.11; 0.17; 0.24; 1.02; 1.62; 2.48; 3.78; 6.43; 0; 1; 3; 6; 10; 0.23]; + + + +fprintf('\n') +fprintf('Aggregate Wealth to Income = %9.2f %9.2f\n', [moment_model(1), moment_data(1)]); +fprintf('Aggregate Housing to Income = %9.2f %9.2f\n', [moment_model(2), moment_data(2)]); +fprintf('Aggregate Debt to Income = %9.2f %9.2f\n', [moment_model(3), moment_data(3)]); +fprintf('Aggregate Liquid assets to Income = %9.2f %9.2f\n', [moment_model(4), moment_data(4)]); +fprintf('Non-Market Production to Consumption = %9.2f %9.2f\n', [moment_model(6), moment_data(6)]); +fprintf('\n') +fprintf('Fraction Borrowers who extract = %9.2f %9.2f\n', [moment_model(5), moment_data(5)]); +fprintf('Median Change in the Balance = %9.2f %9.2f\n', [moment_model(42), moment_data(42)]); +fprintf('\n') + +fprintf('10 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(7), moment_data(7)]); +fprintf('25 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(8), moment_data(8)]); +fprintf('50 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(9), moment_data(9)]); +fprintf('75 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(10), moment_data(10)]); +fprintf('90 pctile liquid assets owners = %9.2f %9.2f\n', [moment_model(11), moment_data(11)]); + +fprintf('\n') + + +fprintf('10 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(12), moment_data(12)]); +fprintf('25 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(13), moment_data(13)]); +fprintf('50 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(14), moment_data(14)]); +fprintf('75 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(15), moment_data(15)]); +fprintf('90 pctile LTV, borrowers = %9.2f %9.2f\n', [moment_model(16), moment_data(16)]); +fprintf('\n') +fprintf('10 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(17), moment_data(17)]); +fprintf('25 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(18), moment_data(18)]); +fprintf('50 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(19), moment_data(19)]); +fprintf('75 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(20), moment_data(20)]); +fprintf('90 Share Housing Wealth in Owner Wealth = %9.2f %9.2f\n', [moment_model(21), moment_data(21)]); +fprintf('\n') +fprintf('10 pctile Wealth = %9.2f %9.2f\n', [moment_model(22), moment_data(22)]); +fprintf('25 pctile Wealth = %9.2f %9.2f\n', [moment_model(23), moment_data(23)]); +fprintf('50 pctile Wealth = %9.2f %9.2f\n', [moment_model(24), moment_data(24)]); +fprintf('75 pctile Wealth = %9.2f %9.2f\n', [moment_model(25), moment_data(25)]); +fprintf('90 pctile Wealth = %9.2f %9.2f\n', [moment_model(26), moment_data(26)]); +fprintf('\n') +fprintf('10 pctile PTI = %9.2f %9.2f\n', [moment_model(27), moment_data(27)]); +fprintf('25 pctile PTI = %9.2f %9.2f\n', [moment_model(28), moment_data(28)]); +fprintf('50 pctile PTI = %9.2f %9.2f\n', [moment_model(29), moment_data(29)]); +fprintf('75 pctile PTI = %9.2f %9.2f\n', [moment_model(30), moment_data(30)]); +fprintf('90 pctile PTI = %9.2f %9.2f\n', [moment_model(31), moment_data(31)]); +fprintf('\n') +fprintf('10 pctile housing to income = %9.2f %9.2f\n', [moment_model(32), moment_data(32)]); +fprintf('25 pctile housing to income = %9.2f %9.2f\n', [moment_model(33), moment_data(33)]); +fprintf('50 pctile housing to income = %9.2f %9.2f\n', [moment_model(34), moment_data(34)]); +fprintf('75 pctile housing to income = %9.2f %9.2f\n', [moment_model(35), moment_data(35)]); +fprintf('90 pctile housing to income = %9.2f %9.2f\n', [moment_model(36), moment_data(36)]); +fprintf('\n') +fprintf('10 pctile mortgage age = %9.2f %9.2f\n', [moment_model(37), moment_data(37)]); +fprintf('25 pctile mortgage age = %9.2f %9.2f\n', [moment_model(38), moment_data(38)]); +fprintf('50 pctile mortgage age = %9.2f %9.2f\n', [moment_model(39), moment_data(39)]); +fprintf('75 pctile mortgage age = %9.2f %9.2f\n', [moment_model(40), moment_data(40)]); +fprintf('90 pctile mortgage age = %9.2f %9.2f\n', [moment_model(41), moment_data(41)]); + +% Calculate life time value + +T = size(C, 2); + +U = C.^(1 - p.sigma)/(1 - p.sigma) - p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*C.^(-p.sigma*(1 + 1/p.gamma)); + +V = sum(p.beta.^(0 : 1 : T -1).*U, 2); + +V = ((1 - p.sigma)*(1 - p.beta)*mean(V))^(1/(1 - p.sigma)); + +fprintf('\n') +fprintf('Life Time Value, CEV = %9.4f \n', V); + +% Compare characteristics of those who refinance and don't + +S = (1 - Th(:)).*p.hbar./W(:); +R = R(:) == 1; + +fprintf('\n'); +fprintf('Mean Liquid Assets = %9.2f %9.2f %9.2f \n', [mean(A(:)), mean(A(R)), mean(A(~R))]); +fprintf('Mean Income = %9.2f %9.2f %9.2f \n', [mean(Y(:)), mean(Y(R)), mean(Y(~R))]); +fprintf('Mean Liquid Asset to Income = %9.2f %9.2f %9.2f \n', [mean(A(:)./Y(:)), mean(A(R)./Y(R)), mean(A(~R)./Y(~R))]); +fprintf('Mean Share Housing Wealth = %9.2f %9.2f %9.2f \n', [mean(S(:)), mean(S(R)), mean(S(~R))]); +fprintf('Mean Wealth = %9.2f %9.2f %9.2f \n', [mean(W(:)), mean(W(R)), mean(W(~R))]); +fprintf('Mean LTV = %9.2f %9.2f %9.2f \n', [mean(Th(:)), mean(Th(R)), mean(Th(~R))]); +fprintf('Mean Age = %9.2f %9.2f %9.2f \n', [mean(Age(:)), mean(Age(R)), mean(Age(~R))]); + +fprintf('\n'); +fprintf('\n'); diff --git a/42/replication_package/model_replication/Simple Exponential/simulate_new.m b/42/replication_package/model_replication/Simple Exponential/simulate_new.m new file mode 100644 index 0000000000000000000000000000000000000000..9a6d856817153b3ba7134a06d13879c7f4b18e2a --- /dev/null +++ b/42/replication_package/model_replication/Simple Exponential/simulate_new.m @@ -0,0 +1,72 @@ +A = [Asave, zeros(2*N, T)]; % Liquid Assets +Th = [Thsave, zeros(2*N, T)]; % initial mortgage size + +C = [Csave, zeros(2*N, T)]; % consumption +L = [Lsave, zeros(2*N, T)]; % liquidity after making housing choice +R = [Rsave, zeros(2*N, T)]; % refinance choice +X = [Xsave, zeros(2*N, T)]; % amount extracted +Age = [Agesave, zeros(2*N, T)]; % age of loan + + +% First simulate history of shocks to income + + +Y = randn(N, T)*se; +Y = [Ysave, exp([Y; -Y])]; + +S = ones(2*N, size(Asave, 2) + T); % interest state + + +for t = size(Asave, 2) : size(Asave, 2) + T - 1 + +unif = rand(2*N, 1); + +state = [(1 + p.rl)*A(:,t) + Y(:,t), Th(:,t), S(:,t)]; + +[~, pall, ~, Lall, thetall] = solveh_new(state, Winterp, p); + +R(:,t) = unif <= pall(:,1); + +L(:,t) = Lall(:,1).*R(:,t) + Lall(:,2).*(1 - R(:,t)); % when many options: generate a single unif and ask which interval belongs to + +Th(:, t+1) = thetall(:,1).*R(:,t) + thetall(:,2).*(1 - R(:,t)); + +cmax = bisect('savings', 1e-13, 1e5, L(:,t), p, amin); % c that implies a' = amin +cmin = bisect('savings', 1e-13, 1e5, L(:,t), p, amax); % c that implies a' = amax + +C(:,t) = max(min(Cinterp_new(L(:,t), Th(:,t+1), S(:,t+1)), cmax), cmin); + +[~, A(:, t+1)] = savings(C(:,t), L(:,t), p); + +Age(:, t+1) = (Age(:,t) + 1).*(1 - R(:,t)) + R(:,t); + +X(:,t) = (Th(:,t+1) - Th(:,t))./Th(:,t).*R(:,t); + +S(:,t + 1) = S(:,t).*(1 - R(:,t)) + p.nr*R(:,t); + +end + + + + +figure(4) + +id = 1; + +subplot(1, 3, 1), plot(mean(C)'); +title('Consumption', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') +set(h,'Interpreter','latex'); + + +subplot(1, 3, 2), plot(mean(R)'); +title('Fraction Refinance', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') +set(h,'Interpreter','latex'); + + +subplot(1, 3, 3), plot(mean(Th)'); +title('LTV', 'Interpreter','Latex'); +set(gca, 'ygrid', 'on') +set(h,'Interpreter','latex'); + diff --git a/42/replication_package/model_replication/Simple Exponential/solve_golden.m b/42/replication_package/model_replication/Simple Exponential/solve_golden.m new file mode 100644 index 0000000000000000000000000000000000000000..0fa9a2fd6a76c39a4f9386c0f37fbb122bc9b5a0 --- /dev/null +++ b/42/replication_package/model_replication/Simple Exponential/solve_golden.m @@ -0,0 +1,41 @@ +function [x, v] = solve_golden(f, a, b, varargin) + +tol = 1e-6; + +alpha1 = (3-sqrt(5))/2; +alpha2 = (sqrt(5)-1)/2; + +d = b - a; + +x1 = a + alpha1*d; +x2 = a + alpha2*d; + +f1 = feval(f, x1, varargin{:}); +f2 = feval(f, x2, varargin{:}); + +d = alpha1*alpha2*d; + +x1new = x1; +x2new = x2; +f1new = f1; +f2new = f2; + +while any((d)>tol) + + f1 = f1new; + f2 = f2new; + x1 = x1new; + x2 = x2new; + + d = d*alpha2; + x2new = x1.*(f2=f1); + f2new = f1.*(f2=f1); + + x1new = (x1-d).*(f2=f1); + f1new = feval(f, x1 - d, varargin{:}).*(f2=f1); + +end + +x = x2new.*(f2new>=f1new) + x1new.*(f2new= vall(:,2)); + + v = vall(:,2).*(vall(:,1) < vall(:,2)) + (vall(:,1) - pb/p.nu).*(vall(:,1) >= vall(:,2)); + + pall = [pb, 1 - pb]; + + + + + + + \ No newline at end of file diff --git a/42/replication_package/model_replication/Simple Exponential/solveh_new.m b/42/replication_package/model_replication/Simple Exponential/solveh_new.m new file mode 100644 index 0000000000000000000000000000000000000000..854056546db7ea4bb8bae8584e1c3fb7ac151a60 --- /dev/null +++ b/42/replication_package/model_replication/Simple Exponential/solveh_new.m @@ -0,0 +1,48 @@ +function [v, pall, vall, Lall, thetaall] = solveh_new(s, Winterp, p) + + ns = size(s, 1); + + + vall = zeros(ns, 2); + Lall = zeros(ns, 2); + thetaall = zeros(ns, 2); + + for branch = 1 : 1 : 2 + + + if branch == 1 % Refinance mortgage + + thetaall(:, branch) = p.thetam*ones(ns, 1); + + Lall(:, branch) = s(:,1) - (1 + p.rmgrid(s(:,3))).*p.Pgrid(s(:,3)).*s(:, 2)*p.hbar + thetaall(:, branch).*p.Pgrid(p.nr)*p.hbar - p.F; + + vall(:, branch) = Winterp(Lall(:, branch), thetaall(:, branch), p.nr*ones(ns, 1)) - p.chi; + + + elseif branch == 2 % Stay inactive + + mbar = p.rmgrid(s(:, 3))./(1 - (1 + p.rmgrid(s(:, 3))).^(-p.D))*p.thetam; + + thetaall(:, branch) = max((1 + p.rmgrid(s(:,3))).*s(:,2) - mbar, 0); + + Lall(:, branch) = s(:,1) - (1 + p.rmgrid(s(:,3))).*p.Pgrid(s(:,3)).*s(:, 2)*p.hbar + thetaall(:, branch).*p.Pgrid(s(:,3)).*p.hbar; + + vall(:, branch) = Winterp(Lall(:, branch), thetaall(:, branch), s(:,3)); + + end + + + end + + + pb = (1 - exp(-p.nu*max(vall(:,1) - vall(:,2), 0))).*(vall(:,1) >= vall(:,2)); + + v = vall(:,2).*(vall(:,1) < vall(:,2)) + (vall(:,1) - pb/p.nu).*(vall(:,1) >= vall(:,2)); + + pall = [pb, 1 - pb]; + + + + + + \ No newline at end of file diff --git a/42/replication_package/model_replication/Simple Exponential/start.m b/42/replication_package/model_replication/Simple Exponential/start.m new file mode 100644 index 0000000000000000000000000000000000000000..789690af1302d404a519b499119dc6711f72a953 --- /dev/null +++ b/42/replication_package/model_replication/Simple Exponential/start.m @@ -0,0 +1,204 @@ +clear; +clc; + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',22); + +intmeth = 'spline'; +printr = 1; + +optset('bisect', 'tol', 1e-32); + +% Calibrated Parameters + +p.beta = 0.992; % discount factor +p.F = 0.22; % fixed cost of refinancing +p.phi = 1; % productivity non-market +p.nu = 3; % 1 / volatility of extreme value shocks + +% Assigned Parameters + +p.rm = (1 + 0.025)^(1/4) - 1; % mortgage rate +p.rl = (1 + 0.010)^(1/4) - 1; % liquid rate + +p.D = 120; % maturity of mortgages + +p.sigma = 2; % CRRA +p.gamma = 1; +p.thetam = 0.85; % maximum LTV + +se = (1 - 0.55)^(1/2)*0.4869; % Krueger Perri (2011) show 55% of the variance of trans compon is measurement error so subtract + +p.mbar = p.rm/(1 - (1 + p.rm)^(-p.D))*p.thetam; % minimum payment required per 1 of initial debt +p.hbar = 8; % house size + +% Quality of Approximation + +p.na = 250; % number of nodes for liquid assets +p.nw = 250; % number of nodes for cash on hand +p.nl = 250; % number of nodes for liquidity +p.nt = 75; +p.ny = 71; + + +% Discretize Income Process + +%[y, wy] = qnwnorm(p.ny, 0, se^2); + +%y = exp(y); + +[y, wy] = qnwunif(p.ny, 0, 1); + +y = norminv(y, 0, 1)*se; + +y = exp(y); + +% Discretize other state variables + +amin = 0; +amax = 50; +p.agrid = amin + (amax - amin)*nodeunif(p.na, 0, 1).^2; + +wmin = min(y); +wmax = (1 + p.rl)*amax + max(y); +p.wgrid = wmin + (wmax - wmin)*nodeunif(p.nw, 0, 1).^2; + +lmin = -0.5; +lmax = wmax + p.hbar; +p.lgrid = lmin + (lmax - lmin)*nodeunif(p.nl, 0, 1).^2; + + +p.tgrid = nodeunif(p.nt, 0, p.thetam); + +% Construct grids: + +sv = gridmake(p.wgrid, p.tgrid); % grid for V +sw = gridmake(p.lgrid, p.tgrid); % grid for W +svbar = gridmake(p.agrid, p.tgrid); % grid for Vbar (expected continuation value) + +% Bounds on consumption mid-period + +cmax = bisect('savings', 1e-13, 1e5, p.lgrid, p, amin); % c that implies a' = amin +cmin = bisect('savings', 1e-13, 1e5, p.lgrid, p, amax); % c that implies a' = amax + +cmax = repmat(cmax, p.nt, 1); +cmin = repmat(cmin, p.nt, 1); + + + +% Initial guess for value function + +Vbar = zeros(p.na*p.nt, 1); + +for iter = 1 : 5 + + Vbarold = Vbar; + + EV = griddedInterpolant({p.agrid, p.tgrid}, reshape(Vbar, p.na, p.nt), intmeth, 'linear'); + + % solve consumption-savings choice + + c = solve_golden('wfunc', cmin, cmax, sw, EV, p); + + [~, aprime] = savings(c, sw, p); + + W = wfunc(c, sw, EV, p); + + Winterp = griddedInterpolant({p.lgrid, p.tgrid}, reshape(W, p.nl, p.nt), intmeth, 'linear'); + + + % Solve discrete choice problem + + V = solveh(sv, Winterp, p); + + % Interpolate V(w, theta) + + Vinterp = griddedInterpolant({p.wgrid, p.tgrid}, reshape(V, p.nw, p.nt), intmeth, 'linear'); + + + % Compute expected value and update vbar + + Vbar = zeros(p.na*p.nt, 1); + + for i = 1 : p.ny + + Vbar = Vbar + wy(i)*Vinterp((1 + p.rl)*svbar(:,1) + y(i), svbar(:,2)); + + end + + + fprintf('%4i %6.2e \n', [iter, norm(Vbar - Vbarold)/norm(Vbar)]); + +end + + + +% Apply Howard Improvement to Go Faster + + + +for iter = 1 : 5000 + + Vbarold = Vbar; + + EV = griddedInterpolant({p.agrid, p.tgrid}, reshape(Vbar, p.na, p.nt), intmeth, 'linear'); + + % solve consumption-savings choice + + if mod(iter, 50) == 0 + + c = solve_golden('wfunc', cmin, cmax, sw, EV, p); + + end + + [~, aprime] = savings(c, sw, p); + + W = wfunc(c, sw, EV, p); + + Winterp = griddedInterpolant({p.lgrid, p.tgrid}, reshape(W, p.nl, p.nt), intmeth, 'linear'); + + + % Solve discrete choice problem + + V = solveh(sv, Winterp, p); + + % Interpolate V(w, theta) + + Vinterp = griddedInterpolant({p.wgrid, p.tgrid}, reshape(V, p.nw, p.nt), intmeth, 'linear'); + + + % Compute expected value and update vbar + + Vbar = zeros(p.na*p.nt, 1); + + for i = 1 : p.ny + + Vbar = Vbar + wy(i)*Vinterp((1 + p.rl)*svbar(:,1) + y(i), svbar(:,2)); + + end + + if mod(iter, 50) == 0 + + fprintf('%4i %6.2e \n', [iter/50, norm(Vbar - Vbarold)/norm(Vbar)]); + + if norm(Vbar - Vbarold)/norm(Vbar) < 1e-7, break, end + + end + +end + + +Cinterp = griddedInterpolant({p.lgrid, p.tgrid}, reshape(c, p.nl, p.nt), intmeth, 'linear'); + +plot_decisions +return +simulate + +start_new + +Cinterp_new = griddedInterpolant({p.lgrid, p.tgrid, p.rgrid}, reshape(c, p.nl, p.nt, p.nr), intmeth, 'linear'); + +simulate_new \ No newline at end of file diff --git a/42/replication_package/model_replication/Simple Exponential/start_extreme_value.m b/42/replication_package/model_replication/Simple Exponential/start_extreme_value.m new file mode 100644 index 0000000000000000000000000000000000000000..4c65ee72555e9770f6e16b23f221e90828a837b6 --- /dev/null +++ b/42/replication_package/model_replication/Simple Exponential/start_extreme_value.m @@ -0,0 +1,65 @@ +clear; +clc; + +set(groot, 'DefaultAxesLineWidth', 1.5); +set(groot, 'DefaultLineLineWidth', 4); +set(groot, 'DefaultAxesTickLabelInterpreter','latex'); +set(groot, 'DefaultLegendInterpreter','latex'); +set(groot, 'DefaultAxesFontSize',22); + + +sigma = 10; + +x = nodeunif(100, 0, 1); + +V1 = x; +V2 = 0.5*x + 0.5; + + +chi1 = 0; +chi2 = 0.3; +EV = 1/sigma*log(exp(sigma*(V1 - chi1)) + exp(sigma*(V2 - chi2))); + + +plot(x, [V1, V2]) + + +figure(1) +set(gcf,'DefaultLineLineWidth', 4); + +subplot(1,2,1) +plot(x, [V1 - chi1, V2 - chi2, EV]) +set(get(gcf,'CurrentAxes'),'FontSize',22,'LineWidth',2); +set(gca,'ygrid', 'on') +title('Values','Interpreter','Latex','FontSize', 22); +h = legend('max', 'gumbell'); +set(h,'Interpreter','latex'); + +subplot(1,2,2) +plot(x, [V1 - chi1 > V2 - chi2, exp(sigma*(V1 - chi1))./(exp(sigma*(V1 - chi1)) + exp(sigma*(V2 - chi2)))]); +set(get(gcf,'CurrentAxes'),'FontSize',22,'LineWidth',2); +set(gca,'ygrid', 'on') +title('Choice Probability','Interpreter','Latex','FontSize', 22); +h = legend('max', 'gumbell'); +set(h,'Interpreter','latex'); + +return + +u1 = rand(50000, 1); +u2 = rand(50000, 1); + +gamma = double(eulergamma); +mu = -gamma/sigma; + +e1 = chi1 + mu - 1/sigma*log(-log(u1)); +e2 = chi2 + mu - 1/sigma*log(-log(u2)); + +figure(2) +histogram(e1, 100) + + +P1 = mean(V1 - e1' >= V2 - e2', 2); + + +figure(3) +plot(x, P1, x, exp(sigma*(V1 - chi1))./(exp(sigma*(V1 - chi1)) + exp(sigma*(V2 - chi2)))) \ No newline at end of file diff --git a/42/replication_package/model_replication/Simple Exponential/start_new.m b/42/replication_package/model_replication/Simple Exponential/start_new.m new file mode 100644 index 0000000000000000000000000000000000000000..25e08f961c01487310ce5434449781f31071a12a --- /dev/null +++ b/42/replication_package/model_replication/Simple Exponential/start_new.m @@ -0,0 +1,130 @@ + +p.rm0 = p.rm; +p.rm1 = (1 + 0.015)^(1/4) - 1; + +p.P0 = 1; +p.P1 = 1; + +p.mbar0 = p.rm0/(1 - (1 + p.rm0)^(-p.D)); % minimum payment required per 1 of initial debt +p.mbar1 = p.rm1/(1 - (1 + p.rm1)^(-p.D)); % minimum payment required per 1 of initial debt + +p.rm = []; +p.mbar = []; + +p.rmgrid = [p.rm0; p.rm1]; +p.Pgrid = [p.P0; p.P1]; + +p.rgrid = [1; 2]; % index for whether mortgage is old o rnew + +p.nr = 2; % number of possible mortgage contracts + +fprintf('\n'); +fprintf('PV of savings from rate refi (discounted at old rm) = %9.2f\n', (p.mbar0 - p.mbar1)*(1 - (1 + p.rm0)^(-p.D))/p.rm0*p.thetam*p.hbar); +fprintf('\n'); + +% Construct grids: + +sv = gridmake(sv, [1; 2]); +sw = gridmake(sw, [1; 2]); +svbar = gridmake(svbar, [1; 2]); + +cmax = bisect('savings', 1e-13, 1e5, p.lgrid, p, amin); % c that implies a' = amin +cmin = bisect('savings', 1e-13, 1e5, p.lgrid, p, amax); % c that implies a' = amax + +cmax = repmat(cmax, p.nt*p.nr, 1); +cmin = repmat(cmin, p.nt*p.nr, 1); + +Vbar = repmat(Vbar, p.nr, 1); + + +for iter = 1 : 5 + + Vbarold = Vbar; + + EV = griddedInterpolant({p.agrid, p.tgrid, p.rgrid}, reshape(Vbar, p.na, p.nt, p.nr), intmeth, 'linear'); + + % solve consumption-savings choice + + c = solve_golden('wfunc_new', cmin, cmax, sw, EV, p); + + [~, aprime] = savings(c, sw, p); + + W = wfunc_new(c, sw, EV, p); + + Winterp = griddedInterpolant({p.lgrid, p.tgrid, p.rgrid}, reshape(W, p.nl, p.nt, p.nr), intmeth, 'linear'); + + + % Solve discrete choice problem + + V = solveh_new(sv, Winterp, p); + + % Interpolate V(w, theta) + + Vinterp = griddedInterpolant({p.wgrid, p.tgrid, p.rgrid}, reshape(V, p.nw, p.nt, p.nr), intmeth, 'linear'); + + + % Compute expected value and update vbar + + Vbar = zeros(p.na*p.nt*p.nr, 1); + + for i = 1 : p.ny + + Vbar = Vbar + wy(i)*Vinterp((1 + p.rl)*svbar(:,1) + y(i), svbar(:,2), svbar(:,3)); + + end + + + fprintf('%4i %6.2e \n', [iter, norm(Vbar - Vbarold)/norm(Vbar)]); + +end + + +for iter = 1 : 5000 + + Vbarold = Vbar; + + EV = griddedInterpolant({p.agrid, p.tgrid, p.rgrid}, reshape(Vbar, p.na, p.nt, p.nr), intmeth, 'linear'); + + % solve consumption-savings choice + + if mod(iter, 50) == 0 + + c = solve_golden('wfunc_new', cmin, cmax, sw, EV, p); + + end + + [~, aprime] = savings(c, sw, p); + + W = wfunc_new(c, sw, EV, p); + + Winterp = griddedInterpolant({p.lgrid, p.tgrid, p.rgrid}, reshape(W, p.nl, p.nt, p.nr), intmeth, 'linear'); + + + % Solve discrete choice problem + + V = solveh_new(sv, Winterp, p); + + % Interpolate V(w, theta) + + Vinterp = griddedInterpolant({p.wgrid, p.tgrid, p.rgrid}, reshape(V, p.nw, p.nt, p.nr), intmeth, 'linear'); + + + % Compute expected value and update vbar + + Vbar = zeros(p.na*p.nt*p.nr, 1); + + for i = 1 : p.ny + + Vbar = Vbar + wy(i)*Vinterp((1 + p.rl)*svbar(:,1) + y(i), svbar(:,2), svbar(:,3)); + + end + + if mod(iter, 50) == 0 + + fprintf('%4i %6.2e \n', [iter/50, norm(Vbar - Vbarold)/norm(Vbar)]); + + if norm(Vbar - Vbarold)/norm(Vbar) < 1e-7, break, end + + end + +end diff --git a/42/replication_package/model_replication/Simple Exponential/vec.m b/42/replication_package/model_replication/Simple Exponential/vec.m new file mode 100644 index 0000000000000000000000000000000000000000..b979fb42e34c27aebf07fa2dc3437ae650f79efe --- /dev/null +++ b/42/replication_package/model_replication/Simple Exponential/vec.m @@ -0,0 +1,3 @@ +function y = vec(x) + +y = x(:); \ No newline at end of file diff --git a/42/replication_package/model_replication/Simple Exponential/wfunc.m b/42/replication_package/model_replication/Simple Exponential/wfunc.m new file mode 100644 index 0000000000000000000000000000000000000000..7a9fd9fe2900de313016fb76aa6560cdd32f89a6 --- /dev/null +++ b/42/replication_package/model_replication/Simple Exponential/wfunc.m @@ -0,0 +1,11 @@ +function v = wfunc(c, s, EV, p) + + +[~, aprime] = savings(c, s, p); + +v = c.^(1 - p.sigma)/(1 - p.sigma) - ... + p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*c.^(-p.sigma*(1 + 1/p.gamma)) + p.beta*EV(aprime, s(:,2)); + + + + diff --git a/42/replication_package/model_replication/Simple Exponential/wfunc_new.m b/42/replication_package/model_replication/Simple Exponential/wfunc_new.m new file mode 100644 index 0000000000000000000000000000000000000000..9d59789ccb798dc81ed6382cab9b33c73c0aedf7 --- /dev/null +++ b/42/replication_package/model_replication/Simple Exponential/wfunc_new.m @@ -0,0 +1,11 @@ +function v = wfunc_new(c, s, EV, p) + + +[~, aprime] = savings(c, s, p); + +v = c.^(1 - p.sigma)/(1 - p.sigma) - ... + p.phi^(1 + 1/p.gamma)/(1 + p.gamma)*c.^(-p.sigma*(1 + 1/p.gamma)) + p.beta*EV(aprime, s(:,2), s(:,3)); + + + + diff --git a/42/replication_package/model_replication/Simple Exponential/wprctile.m b/42/replication_package/model_replication/Simple Exponential/wprctile.m new file mode 100644 index 0000000000000000000000000000000000000000..10cd9b35a60450821315b9d60706a9048a8806e5 --- /dev/null +++ b/42/replication_package/model_replication/Simple Exponential/wprctile.m @@ -0,0 +1,195 @@ +function y = wprctile(X,p,varargin) +%WPRCTILE Returns weighted percentiles of a sample with six algorithms. +% The idea is to give more emphasis in some examples of data as compared to +% others by giving more weight. For example, we could give lower weights to +% the outliers. The motivation to write this function is to compute percentiles +% for Monte Carlo simulations where some simulations are very bad (in terms of +% goodness of fit between simulated and actual value) than the others and to +% give the lower weights based on some goodness of fit criteria. +% +% USAGE: +% y = WPRCTILE(X,p) +% y = WPRCTILE(X,p,w) +% y = WPRCTILE(X,p,w,type) +% +% INPUT: +% X - vector or matrix of the sample data +% p - scalar or a vector of percent values between 0 and 100 +% +% w - positive weight vector for the sample data. Length of w must be +% equal to either number of rows or columns of X. If X is matrix, same +% weight vector w is used for all columns (DIM=1)or for all rows +% (DIM=2). If the weights are equal, then WPRCTILE is same as PRCTILE. +% +% type - an integer between 4 and 9 selecting one of the 6 quantile algorithms. +% Type 4: p(k) = k/n. That is, linear interpolation of the empirical cdf. +% Type 5: p(k) = (k-0.5)/n. That is a piecewise linear function where +% the knots are the values midway through the steps of the +% empirical cdf. This is popular amongst hydrologists. (default) +% PRCTILE also uses this formula. +% Type 6: p(k) = k/(n+1). Thus p(k) = E[F(x[k])]. +% This is used by Minitab and by SPSS. +% Type 7: p(k) = (k-1)/(n-1). In this case, p(k) = mode[F(x[k])]. +% This is used by S. +% Type 8: p(k) = (k-1/3)/(n+1/3). Then p(k) =~ median[F(x[k])]. +% The resulting quantile estimates are approximately +% median-unbiased regardless of the distribution of x. +% Type 9: p(k) = (k-3/8)/(n+1/4). The resulting quantile estimates are +% approximately unbiased for the expected order statistics +% if x is normally distributed. +% +% Interpolating between the points pk and X(k) gives the sample +% quantile. Here pk is plotting position and X(k) is order statistics of +% x such that x(k)< x(k+1) < x(k+2)... +% +% OUTPUT: +% y - percentiles of the values in X +% When X is a vector, y is the same size as p, and y(i) contains the +% P(i)-th percentile. +% When X is a matrix, WPRCTILE calculates percentiles along dimension DIM +% which is based on: if size(X,1) == length(w), DIM = 1; +% elseif size(X,2) == length(w), DIM = 2; +% +% EXAMPLES: +% w = rand(1000,1); +% y = wprctile(x,[2.5 25 50 75 97.5],w,5); +% % here if the size of x is 1000-by-50, then y will be size of 6-by-50 +% % if x is 50-by-1000, then y will be of the size of 50-by-6 +% +% Please note that this version of WPRCTILE will not work with NaNs values and +% planned to update in near future to handle NaNs values as missing values. +% +% References: Rob J. Hyndman and Yanan Fan, 1996, Sample Quantiles in Statistical +% Package, The American Statistician, 50, 4. +% +% HISTORY: +% version 1.0.0, Release 2007/10/16: Initial release +% version 1.1.0, Release 2008/04/02: Implementation of other 5 algorithms and +% other minor improvements of code +% +% +% I appreciate the bug reports and suggestions. +% See also: PRCTILE (Statistical Toolbox) + +% Author: Durga Lal Shrestha +% UNESCO-IHE Institute for Water Education, Delft, The Netherlands +% eMail: durgals@hotmail.com +% Website: http://www.hi.ihe.nl/durgalal/index.htm +% Copyright 2004-2007 Durga Lal Shrestha. +% $First created: 16-Oct-2007 +% $Revision: 1.1.0 $ $Date: 02-Apr-2008 13:40:29 $ + +% *********************************************************************** + +%% Input arguments check + +% error(nargchk(2,4,nargin)) +% if ~isvector(p) || numel(p) == 0 +% error('wprctile:BadPercents', ... +% 'P must be a scalar or a non-empty vector.'); +% elseif any(p < 0 | p > 100) || ~isreal(p) +% error('wprctile:BadPercents', ... +% 'P must take real values between 0 and 100'); +% end +% if ndims(X)>2 +% error('wprctile:InvalidNumberofDimensions','X Must be 2D.') +% end + + +% Default weight vector +if isvector(X) + w = ones(length(X),1); +else + w = ones(size(X,1),1); % works as dimension 1 +end +type = 5; + +if nargin > 2 + if ~isempty(varargin{1}) + w = varargin{1}; % weight vector + end + if nargin >3 + type = varargin{2}; % type to compute quantile + end +end + +if ~isvector(w)|| any(w<0) + error('wprctile:InvalidWeight', ... + 'w must vecor and values should be greater than 0'); +end + +% Check if there are NaN in any of the input +nans = isnan(X); +if any(nans(:)) || any(isnan(p))|| any(isnan(w)) + error('wprctile:NaNsInput',['This version of WPRCTILE will not work with ' ... + 'NaNs values in any input and planned to update in near future to ' ... + 'handle NaNs values as missing values.']); +end +%% Figure out which dimension WPRCTILE will work along using weight vector w + +n = length(w); +[nrows, ncols] = size(X); +if nrows==n + dim = 1; +elseif ncols==n + dim = 2; +else + error('wprctile:InvalidDimension', ... + 'length of w must be equal to either number of rows or columns of X'); +end + +%% Work along DIM = 1 i.e. columswise, convert back later if needed using tflag + +tflag = false; % flag to note transpose +if dim==2 + X = X'; + tflag = true; +end +ncols = size(X,2); +np = length(p); +y = zeros(np,ncols); + +% Change w to column vector +w = w(:); + +% normalise weight vector such that sum of the weight vector equals to n +w = w*n/sum(w); + +%% Work on each column separately because of weight vector + +for i=1:ncols + [sortedX, ind] = sort(X(:,i)); % sort the data + sortedW = w(ind); % rearrange the weight according to ind + k = cumsum(sortedW); % cumulative weight + switch type % different algorithm to compute percentile + case 4 + pk = k/n; + case 5 + pk = (k-sortedW/2)/n; + case 6 + pk = k/(n+1); + case 7 + pk = (k-sortedW)/(n-1); + case 8 + pk = (k-sortedW/3)/(n+1/3); + case 9 + pk = (k-sortedW*3/8)/(n+1/4); + otherwise + error('wprctile:InvalidType', ... + 'Integer to select one of the six quantile algorithm should be between 4 to 9.') + end + + % to avoid NaN for outside the range, the minimum or maximum values in X are + % assigned to percentiles for percent values outside that range. + q = [0;pk;1]; + xx = [sortedX(1); sortedX; sortedX(end)]; + + % Interpolation between q and xx for given value of p + y(:,i) = interp1q(q,xx,p(:)./100); +end + +%% Transpose data back for DIM = 2 to the orginal dimension of X +% if p is row vector and X is vector then return y as row vector +if tflag || (min(size(X))==1 && size(p,1)==1) + y=y'; +end \ No newline at end of file diff --git a/42/should_reproduce.txt b/42/should_reproduce.txt new file mode 100644 index 0000000000000000000000000000000000000000..2b091e3c061f64630d597db36b71d8f71daceecc --- /dev/null +++ b/42/should_reproduce.txt @@ -0,0 +1,3 @@ +version https://git-lfs.github.com/spec/v1 +oid sha256:9a999dfa42642b8422b9a26cb150d7e6e81b91c49ec5805a5c6f5564cefa1168 +size 135