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| do "${dirroot}\programs\00_setup.do"
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| clear all
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| set more off
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| set matsize 10000
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| do "${dirroot}\programs\01_dataprep\master-dataprep.do"
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| import delimited "${dirdata}\sheppard.txt", clear
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| label var week "Week"
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| label var arrivals "Arrivals to London of members of Fashionable World"
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| label var departures "Departures from London of members of Fashionable World"
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| label var cumulative "Cumulative members of Fashionable World in London"
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| twoway (bar arrivals week, fcolor(dknavy) fintensity(inten50) lcolor(dknavy) barw(1))
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| (bar departures week, fcolor(maroon) fintensity(inten50) lcolor(maroon) barw(1))
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| (line cumulative week, lcolor(black))
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| (scatter cumulative week if week==4 | week==15 | week==20 | week==32),
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| ytitle("Number of families") xtitle("")
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| legend(col(3) on order(1 "Arrivals" 2 "Departures" 3 "Cummulative")) graphregion(color(white))
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| xlabel(1 "Jan" 5 "Feb" 9 "Mar" 13 "Apr" 17 "May" 22 "Jun" 26 "Jul" 31 "Ago" 35 "Sep" 39 "Oct" 44 "Nov" 48 "Dec")
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| text(310 4 "Opening of Parliament", place(e) size(small))
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| text(440 17 "Queen arrives to London", place(s) size(small))
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| text(850 20 "Royal ball", place(n) size(small))
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| text(420 32 "End of the Season", place(e) size(small))
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| graph export "${dirresu}\Figure1.pdf", as(pdf) replace
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| use "${dirdata}\final-data.dta", clear
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| keep if wom==1 & nthismarriage==1 & myear>=1851 & myear<=1875 & mage!=.
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| gen agegroup = .
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| forvalues i=18(3)35{
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| replace agegroup = `i' if mage>=`i' & mage<=`i'+2
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| }
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| replace agegroup = 30 if mage>=30
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| keep if agegroup!=. & agegroup<=30
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| gen duk = (rankspo==5)
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| preserve
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| collapse (mean) duk (sd) sd_duk=duk (count) n_duk=duk, by(agegroup)
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| gen hi_duk = duk + invttail(n_duk-1,0.025)*(sd_duk / sqrt(n_duk))
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| gen lo_duk = duk - invttail(n_duk-1,0.025)*(sd_duk / sqrt(n_duk))
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| label var agegroup "Age at marriage"
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| label var duk "% marrying duke, marquis, earl heir"
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| label var hi_duk "CI high, % marrying duke, marquis, earl heir"
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| label var lo_duk "CI low, % marrying duke, marquis, earl heir"
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| twoway (scatter duk agegroup, lcolor(dknavy) mcolor(black) msymbol(circle))
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| (rcap hi_duk lo_duk agegroup, lcolor(black)),
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| xlabel(18 "18-20" 21 "21-23" 24 "24-26" 27 "27-29" 30 "{&ge}30", labsize(medlarge) angle(45))
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| ylabel(0 "0" 0.1 "10" 0.2 "20" 0.3 "30", labsize(medlarge))
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| legend(on order(1 "All peers' daughters") ring(0) position(1) nobox region(lstyle(none)))
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| ytitle("% marrying duke, marquis, earl heir", size(medlarge))
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| xtitle("Age at marriage", size(medlarge))
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| name(fig2panela, replace) graphregion(color(white))
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| restore
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| preserve
|
| collapse (mean) duk (sd) sd_duk=duk (count) n_duk=duk, by(agegroup prank)
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| gen hi_duk = duk + invttail(n_duk-1,0.025)*(sd_duk / sqrt(n_duk))
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| gen lo_duk = duk - invttail(n_duk-1,0.025)*(sd_duk / sqrt(n_duk))
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| replace lo_duk = 0 if lo_duk<0
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| label var duk "% marrying duke, marquis, earl heir"
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| label var hi_duk "CI high, % marrying duke, marquis, earl heir"
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| label var lo_duk "CI low, % marrying duke, marquis, earl heir"
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| gen agegroup1 = agegroup-0.3
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| gen agegroup0 = agegroup+0.3
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| label var agegroup "Age at marriage"
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| label var agegroup0 "Age at marriage"
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| label var agegroup1 "Age at marriage"
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| twoway (rcap hi_duk lo_duk agegroup1 if prank==5, lcolor(blue))
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| (rcap hi_duk lo_duk agegroup0 if prank==4, lcolor(red))
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| (scatter duk agegroup1 if prank==5, lcolor(blue) mcolor(blue) msymbol(diamond))
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| (scatter duk agegroup0 if prank==4, lcolor(red) msymbol(diamond) mlc(red) mfc(white)),
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| ylabel(0 "0" 0.1 "10" 0.2 "20" 0.3 "30" 0.4 "40", labsize(medlarge))
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| xlabel(18 "18-20" 21 "21-23" 24 "24-26" 27 "27-29" 30 "{&ge}30", labsize(medlarge) angle(45))
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| legend(on order(3 "Dukes', Marquis', Earls' daughters" 4 "Barons', Viscounts' daughters") rows(2) ring(0) position(1) nobox region(lstyle(none)))
|
| ytitle(" ", size(medlarge))
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| xtitle("Age at marriage", size(medlarge))
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| name(fig2panelb, replace) graphregion(color(white))
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| restore
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| graph combine fig2panela fig2panelb, graphregion(color(white))
|
| graph export "${dirresu}\Figure2.pdf", replace
|
| graph drop fig2panela fig2panelb
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| import delimited "${dirdata}\seasonattend.txt", clear
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| gen str15 partytype2 = partytype
|
| replace partytype2 = "Concert and Evening party" if partytype=="Concert" | partytype=="Evening Party"
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| replace partytype2 = "Breakfast and Afternoon party" if partytype=="Breakfast" | partytype=="Afternoon"
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| replace partytype2 = "Children's Ball" if partytype2=="Child's Ball"
|
| local j = 1
|
| foreach x in "Ball" "Concert and Evening party" "Breakfast and Afternoon party" "Children's Ball" "Court"{
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| bysort year: egen tattend`j' = sum(attended) if partytype2=="`x'"
|
| gsort year -tattend`j'
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| by year: replace tattend`j' = tattend`j'[1] if tattend`j'==.
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| replace tattend`j' = 0 if tattend`j'==.
|
| local j = `j'+1
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| }
|
| gen tAttend2 = tattend1+tattend2
|
| gen tAttend3 = tAttend2+tattend3
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| gen tAttend4 = tAttend3+tattend4
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| gen tAttend5 = tAttend4+tattend5
|
| collapse tattend1 tAttend2 tAttend3 tAttend4 tAttend5 court, by(year)
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|
| twoway
|
| (bar tattend1 year, barw(0.7) bcolor(dknavy) yaxis(1))
|
| (rbar tattend1 tAttend2 year, bcolor(orange) barw(0.7) yaxis(1))
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| (rbar tAttend2 tAttend3 year, bcolor(forest_green) barw(0.7) yaxis(1))
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| (rbar tAttend3 tAttend4 year, bcolor(maroon) barw(0.7) yaxis(1))
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| (rbar tAttend4 tAttend5 year, bcolor(teal) barw(0.7) yaxis(1))
|
| (line court year, yaxis(2) lcolor(black)),
|
| ytitle("attendees", axis(1)) ytitle("debutantes", axis(2))
|
| legend(on order(1 "Ball" 2 "Concert and Evening party" 3 "Children's Ball"
|
| 4 "Breakfast and Afternoon party" 5 "Court reception" 6 "Debutantes presented at court (Ellenberger 1990)") size(small) nobox region(lstyle(none)))
|
| xtitle("") xlabel(1851(1)1875, angle(90)) graphregion(color(white))
|
| graph export "${dirresu}\Figure3.pdf", replace
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|
| use "${dirdata}\final-data.dta", clear
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|
| keep if age1861>=15 & age1861<=35
|
| collapse syntheticT, by(age1861)
|
| twoway (connect syntheticT age1861, sort lcolor(dknavy) mcolor(dknavy) msymbol(diamond)),
|
| ytitle("synthetic probability to marry in 1861-63 (%)") xtitle("age in 1861")
|
| legend(off) graphregion(color(white))
|
| graph export "${dirresu}\Figure4.pdf", replace
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|
| clear all
|
| use "${dirdata}\final-data.dta", clear
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|
|
| keep if wom==1 & nthismarriage==1 & myear>=1858 & myear<=1866
|
| xtile fATot_tab1 = fatotal, nq(100)
|
| gen normal = 1-mourn
|
| global balancelist mage dage biorder pr4 hengpee fATot_tab1
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|
|
| mat define tab1 = (.,.,.,.,.,.,.,.,.,.\.,.,.,.,.,.,.,.,.,.\.,.,.,.,.,.,.,.,.,.\.,.,.,.,.,.,.,.,.,.\.,.,.,.,.,.,.,.,.,.\.,.,.,.,.,.,.,.,.,.\.,.,.,.,.,.,.,.,.,.)
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|
|
| qui estpost sum $balancelist if normal==0
|
| qui matrix mu=e(mean)
|
| forvalues j=1/7{
|
| mat tab1[`j',1] = mu[1,`j']
|
| }
|
| mat drop mu
|
| qui estpost sum $balancelist if normal==1 & myear<=1863
|
| qui matrix mu=e(mean)
|
| forvalues j=1/7{
|
| mat tab1[`j',3] = mu[1,`j']
|
| }
|
| mat drop mu
|
| qui estpost sum $balancelist if normal==1 & myear>1863
|
| qui matrix mu=e(mean)
|
| forvalues j=1/7{
|
| mat tab1[`j',7] = mu[1,`j']
|
| }
|
| mat drop mu
|
|
|
| eststo tstbef: qui estpost ttest $balancelist if myear<=1863, by(normal)
|
| qui matrix di1=e(b)
|
| qui matrix di2=e(se)
|
| forvalues j=1/7{
|
| mat tab1[`j',5] = di1[1,`j']
|
| mat tab1[`j',6] = di2[1,`j']
|
| }
|
| mat drop di1 di2
|
| eststo tstaft: qui estpost ttest $balancelist if myear>=1861, by(normal)
|
| qui matrix di1=e(b)
|
| qui matrix di2=e(se)
|
| forvalues j=1/7{
|
| mat tab1[`j',9] = di1[1,`j']
|
| mat tab1[`j',10] = di2[1,`j']
|
| }
|
| mat drop di1 di2
|
|
|
| local j = 1
|
| foreach x in mage dage biorder pr4 hengpee fATot_tab1{
|
| qui ttest `x' if myear<=1863, by(normal)
|
| local se1 = `r(sd_1)'/sqrt(`r(N_1)')
|
| local se2 = `r(sd_2)'/sqrt(`r(N_2)')
|
| mat tab1[`j',2] = `se1'
|
| mat tab1[`j',4] = `se2'
|
| qui ttest `x' if myear>=1861, by(normal)
|
| local se2 = `r(sd_2)'/sqrt(`r(N_2)')
|
| mat tab1[`j',8] = `se2'
|
| local j = `j'+1
|
| }
|
|
|
| collapse wrisk mourn normal, by(myear)
|
| qui estpost sum wrisk if normal==0
|
| qui matrix mu=e(mean)
|
| mat tab1[7,1] = mu[1,1]
|
| mat drop mu
|
| qui estpost sum wrisk if normal==1 & myear<=1863
|
| qui matrix mu=e(mean)
|
| mat tab1[7,3] = mu[1,1]
|
| mat drop mu
|
| qui estpost sum wrisk if normal==1 & myear>1863
|
| qui matrix mu=e(mean)
|
| mat tab1[7,7] = mu[1,1]
|
| mat drop mu
|
|
|
| eststo tstbef: qui estpost ttest wrisk if myear<=1863, by(normal)
|
| qui matrix di1=e(b)
|
| qui matrix di2=e(se)
|
| mat tab1[7,5] = di1[1,1]
|
| mat tab1[7,6] = di2[1,1]
|
| mat drop di1 di2
|
| eststo tstaft: qui estpost ttest wrisk if myear>=1861, by(normal)
|
| qui matrix di1=e(b)
|
| qui matrix di2=e(se)
|
| mat tab1[7,9] = di1[1,1]
|
| mat tab1[7,10] = di2[1,1]
|
| mat drop di1 di2
|
|
|
| qui ttest wrisk if myear<=1863, by(normal)
|
| local se1 = `r(sd_1)'/sqrt(`r(N_1)')
|
| local se2 = `r(sd_2)'/sqrt(`r(N_2)')
|
| mat tab1[7,2] = `se1'
|
| mat tab1[7,4] = `se2'
|
| qui ttest wrisk if myear>=1861, by(normal)
|
| local se2 = `r(sd_2)'/sqrt(`r(N_2)')
|
| mat tab1[7,8] = `se2'
|
|
|
|
|
|
|
| mat list tab1
|
| mat colnames tab1 = "Int:mean" "Int:se" "Bef:mean" "Bef:se" "Diff:mean" "Diff:se" "Aft:mean" "Aft:se" "Diff:mean" "Diff:se"
|
| mat rownames tab1 = "Panel A: Age at first marriage" "Panel A: Life expectancy" "Panel A: Birth order (excl heirs)" "Panel A: Duke/Earl/Marquis daughter" "Panel A: Peerage of England" "Panel A: Family acreage (percentile)" "Panel B: Female cohort size"
|
| esttab matrix(tab1, fmt(1 1 1 1 1 1 1)) using "${dirresu}\Table1.tex",
|
| mlabel("Table 1") replace
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| use "${dirdata}\final-data.dta", clear
|
|
|
|
|
|
|
| keep if wom==1 & nthismarriage<2 & myear>=1858 & myear<=1866
|
| collapse (mean) dist (mean) attendLC, by(myear)
|
| twoway (bar attendLC myear, barw(0.3) yaxis(2) color(sand) xlabel(1858(1)1866))
|
| (connect dist myear, yaxis(1) mcolor(black) lcolor(black) msymbol(diamond)),
|
| ytitle("miles", axis(1)) ytitle("attendees", axis(2)) xtitle("year")
|
| legend(on order(1 "Royal parties" 2 "Distance between spouses' seats"))
|
| graphregion(color(white))
|
| graph export "${dirresu}\Figure5.pdf", replace
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| use "${dirdata}\final-data.dta", clear
|
| keep if base_sample==1
|
|
|
| |
| |
|
|
|
|
| global controls pr4 biorder hengpee
|
| label var distlondon "Distance"
|
| local j = 1
|
| foreach x in "" distlondon{
|
| local panel "A"
|
| if `j'==2{
|
| local panel "B"
|
| }
|
| qui probit cOut syntheticT $controls `x', cluster(byear)
|
| qui estat classification
|
| local pcp1 = round(r(P_corr),1)
|
| qui summ cOut if e(sample)==1
|
| local mdepvar = round(r(mean),0.01)
|
| qui margins, dydx(*) predict(pr) post
|
| outreg2 using "${dirresu}\Table2_`panel'", keep(syntheticT distlondon) nocons nor2
|
| label dec(4) coefastr ctitle("M common")
|
| addtext(% correct, `pcp1', Mean of Dep Var, `mdepvar', Controls, YES)
|
| tex replace
|
| qui probit mheir syntheticT $controls `x', cluster(byear)
|
| qui estat classification
|
| local pcp1 = round(r(P_corr),1)
|
| qui summ mheir if e(sample)==1
|
| local mdepvar = round(r(mean),0.01)
|
| qui margins, dydx(*) predict(pr) post
|
| outreg2 using "${dirresu}\Table2_`panel'", keep(syntheticT distlondon) nocons nor2
|
| label dec(4) coefastr ctitle("M heir")
|
| addtext(% correct, `pcp1', Mean of Dep Var, `mdepvar', Controls, YES)
|
| tex
|
| qui reg fmissmatch syntheticT $controls `x', cluster(byear)
|
| qui summ fmissmatch if e(sample)==1
|
| local mdepvar = round(r(mean),1)
|
| outreg2 using "${dirresu}\Table2_`panel'", keep(syntheticT distlondon) nocons nor2
|
| label dec(3) coefastr ctitle("Diff abs")
|
| addtext(% correct, . , Mean of Dep Var, `mdepvar', Controls, YES)
|
| tex
|
| qui reg fmissmatch2 syntheticT $controls `x', cluster(byear)
|
| qui summ fmissmatch2 if e(sample)==1
|
| local mdepvar = round(r(mean),1)
|
| outreg2 using "${dirresu}\Table2_`panel'", keep(syntheticT distlondon) nocons nor2
|
| label dec(3) coefastr ctitle("Diff h-w")
|
| addtext(% correct, . , Mean of Dep Var, `mdepvar', Controls, YES)
|
| tex
|
| qui probit fdown syntheticT $controls `x', cluster(byear)
|
| qui estat classification
|
| local pcp1 = round(r(P_corr),1)
|
| qui summ fdown if e(sample)==1
|
| local mdepvar = round(r(mean),0.01)
|
| qui margins, dydx(*) predict(pr) post
|
| outreg2 using "${dirresu}\Table2_`panel'", keep(syntheticT distlondon) nocons nor2
|
| label dec(4) coefastr ctitle("M down")
|
| addtext(% correct, `pcp1', Mean of Dep Var, `mdepvar', Controls, YES)
|
| tex
|
| local j = `j'+1
|
| }
|
|
|
|
|
|
|
|
|
| use "${dirdata}\final-data.dta", clear
|
| keep if marital_rates_sample==1
|
| label var distlondon "Distance"
|
|
|
| |
| |
|
|
|
|
| local j = 1
|
| foreach x in "" distlondon{
|
| local panel "A"
|
| if `j'==2{
|
| local panel "B"
|
| }
|
| qui probit celibacy syntheticT $controls `x', cluster(byear)
|
| qui estat classification
|
| local pcp1 = round(r(P_corr),1)
|
| qui summ celibacy if e(sample)==1
|
| local mdepvar = round(r(mean),0.01)
|
| qui margins, dydx(*) predict(pr) post
|
| outreg2 using "${dirresu}\Table2_`panel'", keep(syntheticT distlondon) nocons nor2
|
| label dec(4) coefastr ctitle("never M")
|
| addtext(% correct, `pcp1', Mean of Dep Var, `mdepvar', Controls, YES)
|
| tex
|
| local j = `j'+1
|
| }
|
|
|
|
|
|
|
|
|
| |
|
|
|
|
| clear all
|
| use "${dirdata}\final-data.dta", clear
|
| gsort surname title -nthismarr
|
| do "${dirauxp}\cgmreg.do"
|
| capture log close
|
| cd "${dirresu}"
|
| log using Table2_smallcluster.log, replace
|
| keep if wom==1 & nthismarriage<2 & age1861>=15 & age1861<=35
|
| preserve
|
| keep if nthismarr==1 & myear!=.
|
| foreach x in "" distlondon{
|
| qui probit cOut syntheticT $controls `x', cluster(byear)
|
| keep if e(sample)==1
|
| clustse probit cOut syntheticT $controls `x', cluster(byear) method(pairs) reps(5000)
|
| clustse probit mheir syntheticT $controls `x', cluster(byear) method(pairs) reps(5000)
|
| cgmwildboot fmissmatch syntheticT $controls `x', cluster(byear) bootcluster(byear) reps(5000)
|
| cgmwildboot fmissmatch2 syntheticT $controls `x', cluster(byear) bootcluster(byear) reps(5000)
|
| clustse probit fdown syntheticT $controls `x', cluster(byear) method(pairs) reps(5000)
|
| }
|
| restore
|
| keep if dage>35 & dyear>byear+1 & prank>1
|
| foreach x in "" distlondon{
|
| qui probit celibacy syntheticT $controls `x', cluster(byear)
|
| keep if e(sample)==1
|
| clustse probit celibacy syntheticT $controls `x', cluster(byear) method(pairs) reps(5000)
|
| }
|
| log close
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| use "${dirdata}\placebo-data.dta", clear
|
| graph drop _all
|
|
|
|
|
| global controls pr4 biorder hengpee
|
| qui probit cOut syntheticT $controls distlondon if nthismarr==1 & base_sample==1, cluster(byearclst)
|
| qui margins, dydx(*) post
|
| estimates store baseEST
|
|
|
|
|
| sort refno sample01
|
| by refno: gen dup=_N
|
| by refno: drop if sample0[1]!= sample0[2] & dup>1
|
| keep if nthismarr==1
|
| drop syntheticT
|
| gen syntheticT = synthetic_plac
|
| forvalues i=1811/1851{
|
| qui probit cOut syntheticT $controls distlondon if sample01==`i' & sample0=="placebo", cluster(byearclst)
|
| qui margins, dydx(*) post
|
| estimates store pE`i'
|
| }
|
|
|
|
|
| graph drop _all
|
| coefplot (baseEST, msymbol(circle)) (baseEST, mcolor(white) noci) (pE1851, pstyle(p2)) (pE1850, pstyle(p2))
|
| (pE1849, pstyle(p2)) (pE1848, pstyle(p2)) (pE1847, pstyle(p2))
|
| (pE1846, pstyle(p2)) (pE1845, pstyle(p2)) (pE1844, pstyle(p2))
|
| (pE1843, pstyle(p2)) (pE1842, pstyle(p2)) (pE1841, pstyle(p2))
|
| (pE1840, pstyle(p2)) (pE1839, pstyle(p2)) (pE1838, pstyle(p2))
|
| (pE1837, pstyle(p2)) (pE1836, pstyle(p2)) (pE1835, pstyle(p2))
|
| (pE1834, pstyle(p2)) (pE1833, pstyle(p2)) (pE1832, pstyle(p2))
|
| (pE1831, pstyle(p2)) (pE1830, pstyle(p2)) (pE1829, pstyle(p2))
|
| (pE1828, pstyle(p2)) (pE1827, pstyle(p2)) (pE1826, pstyle(p2))
|
| (pE1825, pstyle(p2)) (pE1824, pstyle(p2)) (pE1823, pstyle(p2))
|
| (pE1822, pstyle(p2)) (pE1821, pstyle(p2)) (pE1820, pstyle(p2))
|
| (pE1819, pstyle(p2)) (pE1818, pstyle(p2)) (pE1817, pstyle(p2))
|
| (pE1816, pstyle(p2)) (pE1815, pstyle(p2)) (pE1814, pstyle(p2))
|
| (pE1813, pstyle(p2)) (pE1812, pstyle(p2)) (pE1811, pstyle(p2)),
|
| drop(biorder hengpee pr4 pr_3 ̇_cons distlondon)
|
| msymbol(d) mfcolor(white) levels(95 90) graphregion(color(white))
|
| title("Dep. Var: Married a commoner", color(black)) ytitle("mg. effect of T (synthetic prob.)") xtitle("years of placebo interruption")
|
| ylabel(-0.015(0.005)0.015, nogrid) legend(on order(3 "Baseline (1861-63)" 9 "Placebo") rows(2) ring(0) position(5) bmargin(large))
|
| xlabel(0.568 "1851-53" 0.6816 "1846-48" 0.7955 "1841-43" 0.909 "1836-38" 1.023 "1831-33" 1.1366 "1826-28" 1.24939 "1821-23" 1.36392 "1816-18" 1.4775 "1811-13", angle(45))
|
| yline(0) lpattern(dash) baselevels vert
|
| xline(0.568, lpattern(dot) lcolor(gray))
|
| xline(0.6816, lpattern(dot) lcolor(gray))
|
| xline(0.7955, lpattern(dot) lcolor(gray))
|
| xline(0.909, lpattern(dot) lcolor(gray))
|
| xline(1.023, lpattern(dot) lcolor(gray))
|
| xline(1.1366, lpattern(dot) lcolor(gray))
|
| xline(1.24939, lpattern(dot) lcolor(gray))
|
| xline(1.36392, lpattern(dot) lcolor(gray))
|
| xline(1.4775, lpattern(dot) lcolor(gray))
|
| text(0.00539529 0.57037 ".037", size(vsmall) orientation(vertical))
|
| text(0.00539529 0.59037 ".06", size(vsmall) orientation(vertical))
|
| text(0.00250475 0.613635 ".01", size(vsmall) orientation(vertical))
|
| text(0.00276912 0.636005 ".01", size(vsmall) orientation(vertical))
|
| text(0.0012222 0.658375 ".00", size(vsmall) orientation(vertical))
|
| text(0.00079789 0.6816 ".00", size(vsmall) orientation(vertical) box bcolor(white) fcolor(white) lcolor(white))
|
| text(0.00076157 0.70397 ".00", size(vsmall) orientation(vertical))
|
| text(0.00128846 0.727235 ".00", size(vsmall) orientation(vertical))
|
| text(0.00131826 0.749605 ".00", size(vsmall) orientation(vertical))
|
| text(0.00379514 0.771975 ".02", size(vsmall) orientation(vertical))
|
| text(0.00402036 0.7955 ".02", size(vsmall) orientation(vertical) box bcolor(white) fcolor(white) lcolor(white))
|
| text(0.00382393 0.81761 ".01", size(vsmall) orientation(vertical))
|
| text(0.00283652 0.840875 ".01", size(vsmall) orientation(vertical))
|
| text(0.00210621 0.86414 ".00", size(vsmall) orientation(vertical))
|
| text(0.00346859 0.88651 ".01", size(vsmall) orientation(vertical))
|
| text(0.00176394 0.909 ".00", size(vsmall) orientation(vertical) box bcolor(white) fcolor(white) lcolor(white))
|
| text(0.0017114 0.932145 ".00", size(vsmall) orientation(vertical))
|
| text(0.00205746 0.954515 ".01", size(vsmall) orientation(vertical))
|
| text(0.00234219 0.97778 ".01", size(vsmall) orientation(vertical))
|
| text(0.00537774 1.00015 ".12", size(vsmall) orientation(vertical))
|
| text(0.0057546 1.023 ".14", size(vsmall) orientation(vertical) box bcolor(white) fcolor(white) lcolor(white))
|
| text(0.00787327 1.04579 ".41", size(vsmall) orientation(vertical))
|
| text(0.00696466 1.06816 ".23", size(vsmall) orientation(vertical))
|
| text(0.00774832 1.09142 ".25", size(vsmall) orientation(vertical))
|
| text(0.00742015 1.11379 ".20", size(vsmall) orientation(vertical))
|
| text(0.008436 1.1366 ".31", size(vsmall) orientation(vertical) box bcolor(white) fcolor(white) lcolor(white))
|
| text(0.00712933 1.15943 ".22", size(vsmall) orientation(vertical))
|
| text(0.00506362 1.1818 ".08", size(vsmall) orientation(vertical))
|
| text(0.00545438 1.20506 ".10", size(vsmall) orientation(vertical))
|
| text(0.00608598 1.22743 ".12", size(vsmall) orientation(vertical))
|
| text(0.00530855 1.24939 ".13", size(vsmall) orientation(vertical) box bcolor(white) fcolor(white) lcolor(white))
|
| text(0.00537472 1.27307 ".17", size(vsmall) orientation(vertical))
|
| text(0.00442368 1.29454 ".08", size(vsmall) orientation(vertical))
|
| text(0.0031978 1.3187 ".03", size(vsmall) orientation(vertical))
|
| text(0.00497223 1.34107 ".09", size(vsmall) orientation(vertical))
|
| text(0.00586515 1.36392 ".16", size(vsmall) orientation(vertical) box bcolor(white) fcolor(white) lcolor(white))
|
| text(0.00497563 1.38671 ".11", size(vsmall) orientation(vertical))
|
| text(0.00487153 1.40908 ".10", size(vsmall) orientation(vertical))
|
| text(0.00658739 1.43145 ".21", size(vsmall) orientation(vertical))
|
| text(0.00614651 1.45471 ".17", size(vsmall) orientation(vertical))
|
| text(0.00672715 1.4775 ".19", size(vsmall) orientation(vertical) box bcolor(white) fcolor(white) lcolor(white))
|
| graph export "${dirresu}\Figure6.pdf", replace
|
|
|
|
|
|
|
|
|
| |
|
|
|
|
| use "${dirdata}\placebo-data.dta", clear
|
| keep if nthismarr==1
|
| gen syntheticT0 = syntheticT
|
| replace syntheticT0 = synthetic_plac if synthetic_plac!=.
|
| qui probit cOut syntheticT0 $controls distlondon if sample0=="baseline"
|
| estimates store myreg0
|
| sort refno sample01
|
| by refno: gen dup=_N
|
| by refno: drop if sample0[1]!= sample0[2] & dup>1
|
|
|
|
|
|
|
| forvalues i=1851(-1)1811{
|
| qui probit cOut syntheticT0 $controls distlondon if sample01==`i' & sample0=="placebo"
|
| estimates store myreg`i'
|
|
|
| qui suest myreg0 myreg`i', cluster(byearclst)
|
| display "---- `i' ----"
|
| test [myreg0_cOut]syntheticT0=[myreg`i'_cOut]syntheticT0
|
| local pval = round(`r(p)',0.001)
|
| di `pval'
|
| }
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| use "${dirdata}\placebo-data.dta", clear
|
| global controls pr4 biorder hengpee
|
|
|
|
|
|
|
| fvset base 16 age1861
|
| qui probit cOut i.age1861 $controls if base_sample==1, cluster(byearclst)
|
| qui margins, dydx(*) predict(pr) post
|
| estimates store BASE
|
| fvset base 0 age1861
|
| qui reg syntheticT i.age1861 if base_sample==1, nocons
|
| estimates store BASEsynth
|
| coefplot (BASE, label("cohort-level effect (left axis)") ylabel(-0.2(0.1)0.5))
|
| (BASEsynth, label("synthetic prob. of marrying at interruption (right axis)") axis(2) ylabel(5(5)25, axis(2)) offset(-0.05) recast(line) symbol(none)),
|
| drop(biorder hengpee pr4 ̇_cons 0.age1861 15.age1861 27.age1861 28.age1861 29.age1861 30.age1861 31.age1861 32.age1861 33.age1861 34.age1861 35.age1861)
|
| msymbol(d) mfcolor(white) levels(99 95 90) graphregion(color(white))
|
| title("Baseline", color(black)) xtitle(age in 1861) ytitle("prob. of marrying a commoner")
|
| legend(on rows(2) region(lstyle(none)))
|
| xlabel(1 "16" 2 "17" 3 "18" 4 "19" 5 "20" 6 "21" 7 "22" 8 "23" 9 "24" 10 "25" 11 "26")
|
| yline(0) ylabel(-0.2(0.1)0.6) lpattern(dash) name(base, replace) vert baselevels
|
|
|
|
|
|
|
| sort refno sample01
|
| by refno: gen dup=_N
|
| by refno: drop if sample0[1]!= sample0[2] & dup>1
|
| keep if nthismarr==1
|
| drop age1861
|
| rename age1861_plac age1861
|
| fvset base 16 age1861
|
| qui probit cOut i.age1861 $controls i.sample01 if sample0=="placebo", cluster(byearclst)
|
| qui margins, dydx(*) predict(pr) post
|
| estimates store PLAC
|
| coefplot (PLAC, label("cohort-level effect (left axis)") ylabel(-0.2(0.1)0.5))
|
| (BASEsynth, label("synthetic prob. of marrying at interruption (right axis)") axis(2) ylabel(5(5)25, axis(2)) offset(-0.05) recast(line) symbol(none)),
|
| keep(16.age1861 17.age1861 18.age1861 19.age1861 20.age1861 21.age1861 22.age1861 23.age1861 24.age1861 25.age1861 26.age1861)
|
| msymbol(d) mfcolor(white) levels(99 95 90) graphregion(color(white))
|
| title("Placebo", color(black)) xtitle(age in 1861-X) graphregion(color(white))
|
| legend(on rows(2) region(lstyle(none)))
|
| xlabel(1 "16" 2 "17" 3 "18" 4 "19" 5 "20" 6 "21" 7 "22" 8 "23" 9 "24" 10 "25" 11 "26")
|
| yline(0) ylabel(-0.2(0.1)0.6) lpattern(dash) name(placebo, replace) vert baselevels
|
|
|
|
|
|
|
| grc1leg base placebo, legendfrom(base) graphregion(color(white))
|
| graph export "${dirresu}\Figure7.pdf", replace
|
| graph drop _all
|
| erase "${dirdata}\placebo-data.dta"
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| use "${dirdata}\final-data.dta", clear
|
| keep if base_sample==1
|
|
|
|
|
|
|
| global controls pr4 biorder hengpee
|
|
|
|
|
| qui summ cOut
|
| local mdepvar = round(`r(mean)',0.01)
|
| qui reg mourn syntheticT $controls, cluster(byear)
|
| local F1 = round(e(F),0.1)
|
| qui cmp (cOut = mourn $controls) (mourn = syntheticT $controls), ind(4 1) cluster(byear) quietly
|
| qui margins, dydx(*) predict(pr) post
|
| outreg2 using "${dirresu}\Table3_A", keep(mourn) nocons label dec(2) coefastr ctitle("M common") addtext(Weak iv p-val, ., Mean DV, `mdepvar') tex replace
|
| qui cmp (cOut = mourn $controls) (mourn = syntheticT $controls), ind(4 1) cluster(byear) quietly
|
| qui margins, dydx(*) predict(eq(#2)) post
|
| outreg2 using "${dirresu}\Table3_B", keep(syntheticT) nocons label dec(2) coefastr ctitle("M interr") addtext(F-stat, `F1') tex replace
|
|
|
|
|
| qui summ cOut if distlondon!=.
|
| local mdepvar = round(`r(mean)',0.01)
|
| qui reg mourn syntheticT $controls distlondon, cluster(byear)
|
| local F1 = round(e(F),0.1)
|
| qui cmp (cOut = mourn $controls distlondon) (mourn = syntheticT $controls distlondon), ind(4 1) cluster(byear) quietly
|
| qui margins, dydx(*) predict(pr) post
|
| outreg2 using "${dirresu}\Table3_A", keep(mourn) nocons label dec(2) coefastr ctitle("M common") addtext(Weak iv p-val, ., Mean DV, `mdepvar') tex
|
| qui cmp (cOut = mourn $controls distlondon) (mourn = syntheticT $controls distlondon), ind(4 1) cluster(byear) quietly
|
| qui margins, dydx(*) predict(eq(#2)) post
|
| outreg2 using "${dirresu}\Table3_B", keep(syntheticT) nocons label dec(2) coefastr ctitle("M interr") addtext(F-stat, `F1') tex
|
|
|
| foreach x in "" distlondon{
|
| qui reg mheir syntheticT $controls `x', cluster(byear)
|
| qui summ mheir if e(sample)==1
|
| local mdepvar = round(`r(mean)',0.01)
|
| qui reg mourn syntheticT $controls `x', cluster(byear)
|
| local F1 = round(e(F),0.1)
|
| qui cmp (mheir = mourn $controls `x') (mourn = syntheticT $controls `x'), ind(4 1) cluster(byear) quietly
|
| qui margins, dydx(*) predict(pr) post
|
| outreg2 using "${dirresu}\Table3_A", keep(mourn) nocons label dec(2) coefastr ctitle("M heir") addtext(Weak iv p-val, ., Mean DV, `mdepvar') tex
|
| qui cmp (mheir = mourn $controls `x') (mourn = syntheticT $controls `x'), ind(4 1) cluster(byear) quietly
|
| qui margins, dydx(*) predict(eq(#2)) post
|
| outreg2 using "${dirresu}\Table3_B", keep(syntheticT) nocons label dec(2) coefastr ctitle("M interr") addtext(F-stat, `F1') tex
|
| }
|
|
|
| foreach x in "" distlondon{
|
| qui reg fmissmatch syntheticT $controls `x', cluster(byear)
|
| qui summ fmissmatch if e(sample)==1
|
| local mdepvar = round(`r(mean)',1)
|
| qui ivregress liml fmissmatch (mourn = syntheticT) $controls `x', cluster(byear) first
|
| qui weakiv, null(0) small
|
| local wivpv = round(e(ar_p), 0.01)
|
| qui reg mourn syntheticT $controls `x' if fmissmatch!=., cluster(byear)
|
| local F1 = round(e(F),0.1)
|
| qui ivregress liml fmissmatch (mourn = syntheticT) $controls `x', cluster(byear)
|
| outreg2 using "${dirresu}\Table3_A", keep(mourn) nocons label dec(1) coefastr ctitle("Diff abs") addtext(Weak iv p-val, `wivpv', Mean DV, `mdepvar') tex
|
| qui cmp (fmissmatch = mourn $controls `x') (mourn = syntheticT $controls `x') if fmissmatch!=., ind(1 1) cluster(byear) quietly
|
| qui margins, dydx(*) predict(eq(#2)) post
|
| outreg2 using "${dirresu}\Table3_B", keep(syntheticT) nocons label dec(2) coefastr ctitle("M interr") addtext(F-stat, `F1') tex
|
| }
|
|
|
| foreach x in "" distlondon{
|
| qui reg fmissmatch2 syntheticT $controls `x', cluster(byear)
|
| qui summ fmissmatch2 if e(sample)==1
|
| local mdepvar = round(`r(mean)',1)
|
| qui ivregress liml fmissmatch2 (mourn = syntheticT) $controls `x', cluster(byear) first
|
| qui weakiv, null(0) small
|
| local wivpv = round(e(ar_p), 0.01)
|
| qui reg mourn syntheticT $controls `x' if fmissmatch2!=., cluster(byear)
|
| local F1 = round(e(F),0.1)
|
| qui ivregress liml fmissmatch2 (mourn = syntheticT) $controls `x', cluster(byear)
|
| qui margins, dydx(*) post
|
| outreg2 using "${dirresu}\Table3_A", keep(mourn) nocons label dec(1) coefastr ctitle("Diff h-w") addtext(Weak iv p-val, `wivpv', Mean DV, `mdepvar') tex
|
| qui cmp (fmissmatch2 = mourn $controls `x') (mourn = syntheticT $controls `x') if fmissmatch2!=., ind(1 1) cluster(byear) quietly
|
| qui margins, dydx(*) predict(eq(#2)) post
|
| outreg2 using "${dirresu}\Table3_B", keep(syntheticT) nocons label dec(2) coefastr ctitle("M interr") addtext(F-stat, `F1') tex
|
| }
|
|
|
| foreach x in "" distlondon{
|
| qui reg fdown syntheticT $controls `x', cluster(byear)
|
| qui summ fdown if e(sample)==1
|
| local mdepvar = round(`r(mean)',0.01)
|
| qui ivregress liml fdown (mourn = syntheticT) $controls `x', cluster(byear)
|
| qui weakiv, null(0) small
|
| local wivpv = round(e(ar_p), 0.01)
|
| qui reg mourn syntheticT $controls `x' if fdown!=., cluster(byear)
|
| local F1 = round(e(F),0.1)
|
| qui cmp (fdown = mourn $controls `x') (mourn = syntheticT $controls `x') if fdown!=., ind(4 1) cluster(byear) quietly
|
| qui margins, dydx(*) predict(pr) post
|
| outreg2 using "${dirresu}\Table3_A", keep(mourn) nocons label dec(2) coefastr ctitle("M down") addtext(Weak iv p-val, `wivpv', Mean DV, `mdepvar') tex
|
| qui cmp (fdown = mourn $controls `x') (mourn = syntheticT $controls `x') if fdown!=., ind(4 1) cluster(byear) quietly
|
| qui margins, dydx(*) predict(eq(#2)) post
|
| outreg2 using "${dirresu}\Table3_B", keep(syntheticT) nocons label dec(2) coefastr ctitle("M interr") addtext(F-stat, `F1') tex
|
| }
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| use "${dirdata}\final-data.dta", clear
|
| keep if base_sample==1
|
|
|
|
|
|
|
| _pctile syntheticT, nq(100)
|
| gen treatment = (syntheticT > r(r80))
|
|
|
| |
| |
| |
| |
|
|
|
|
|
|
|
|
| label var grank "Wife"
|
| capture log close
|
| cd "${dirresu}"
|
| log using Table4.log, replace
|
|
|
|
|
| tab grank grankspo if treatment==0, expected matcell(ofreqa)
|
|
|
|
|
| tab grank grankspo if treatment==1, expected matcell(ofreqa)
|
| log close
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| use "${dirdata}\final-data.dta", clear
|
| keep if base_sample==1
|
|
|
|
|
|
|
| _pctile syntheticT, nq(100)
|
| gen treatment = (syntheticT > r(r80))
|
|
|
|
|
|
|
| forvalues i=0/1{
|
| tab grank grankspo if treatment==`i', chi2 lrchi2
|
| local chi2_`i' = r(chi2)
|
| local chi2LR_`i' = r(chi2_lr)
|
| local chi2p_`i' = r(p)
|
| local chi2LRp_`i' = r(p_lr)
|
| local df_`i' = e(df_r)
|
| local N`i' = r(N)
|
| ktau grank grankspo if treatment==`i', stats(taub)
|
| local taub_`i' = r(tau_b)
|
| local taubp_`i' = r(p)
|
| }
|
|
|
|
|
|
|
| mat define tab5 = (.,.,.\.,.,.\.,.,.\.,.,.\.,.,.\.,.,.\.,.,.)
|
| forvalues j =0/1{
|
| local col = `j'+1
|
| mat tab5[1,`col'] = `chi2_`j''
|
| mat tab5[2,`col'] = `chi2p_`j''
|
| mat tab5[3,`col'] = `chi2LR_`j''
|
| mat tab5[4,`col'] = `chi2LRp_`j''
|
| mat tab5[5,`col'] = `taub_`j''
|
| mat tab5[6,`col'] = `taubp_`j''
|
| mat tab5[7,`col'] = `N`j''
|
| }
|
| mat tab5[5,3] = `taub_0'-`taub_1'
|
| mat tab5[7,3] = `N0'+`N1'
|
|
|
|
|
|
|
| local chi2_diff = `chi2_0'-`chi2_1'
|
| local chi2_diffp = chi2tail(3,`chi2_diff')
|
| local chi2LR_diff = `chi2LR_0'-`chi2LR_1'
|
| local chi2LR_diffp = chi2tail(3,`chi2LR_diff')
|
| mat tab5[1,3] = `chi2_diff'
|
| mat tab5[2,3] = `chi2_diffp'
|
| mat tab5[3,3] = `chi2LR_diff'
|
| mat tab5[4,3] = `chi2LR_diffp'
|
|
|
|
|
|
|
| qui ktau grank grankspo if treatment==0
|
| local convtaub_0 = sin(3.141592654*`r(tau_b)'*0.5)
|
| qui ktau grank grankspo if treatment==1
|
| local convtaub_1 = sin(3.141592654*`r(tau_b)'*0.5)
|
| cortesti `convtaub_0' `N0' `convtaub_1' `N1'
|
| mat tab5[6,3] = 0.1637
|
|
|
|
|
|
|
| mat colnames tab5 = "Low-treat" "High-treat" "Diff"
|
| mat rownames tab5 = "Pearson chi-squared" " p-val" "Likelihood ratio" " p-val" "Kendall rank correlation" " p-val" "N"
|
| mat list tab5
|
| esttab matrix(tab5, fmt(3 3)) using "${dirresu}\Table5.tex", mlabel("Table 5") replace
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| use "${dirdata}\final-data.dta", clear
|
| keep if base_sample==1
|
|
|
|
|
|
|
| _pctile syntheticT, nq(100)
|
| gen treatment = (syntheticT > r(r80))
|
| count if fmissmatch!=.
|
| count if fmissmatch!=. & treatment==0
|
| count if fmissmatch!=. & treatment==0 & age1861<22
|
| count if fmissmatch!=. & treatment==0 & age1861>22
|
|
|
|
|
|
|
| gen treat2`x' = treatment
|
| replace treat2 = . if treatment==0 & age1861>22
|
| gen treat3 = treatment
|
| replace treat3 = . if treatment==0 & age1861<22
|
| foreach x in "" 2{
|
| sort fmissmatch`x' age1861
|
| qui ksmirnov fmissmatch`x', by(treatment) exact
|
| local KS1`x' = round(`r(D)',0.01)
|
| local pval1`x' = round(`r(p_exact)',0.001)
|
| ksmirnov fmissmatch`x', by(treat2) exact
|
| local KS2`x' = round(`r(D)',0.01)
|
| local pval2`x' = round(`r(p_exact)',0.001)
|
| ksmirnov fmissmatch`x', by(treat3) exact
|
| local KS3`x' = round(`r(D)',0.01)
|
| local pval3`x' = round(`r(p_exact)',0.001)
|
| }
|
|
|
|
|
|
|
| preserve
|
| sort fmissmatch age1861
|
| cumul fmissmatch if treatment>0, gen(cumTREAT)
|
| cumul fmissmatch if treatment==0, gen(cumCONTROL)
|
| cumul fmissmatch if treatment==0 & age1861>22, gen(cumCONTROLold)
|
| cumul fmissmatch if treatment==0 & age1861<22, gen(cumCONTROLyoung)
|
| twoway (line cumTREAT fmissmatch, c(J) lwidth(thick) lcolor(red))
|
| (line cumCONTROL fmissmatch, c(J) lwidth(thin) lcolor(blue))
|
| (line cumCONTROLold fmissmatch, c(J) lwidth(thin) lpattern(dash) lcolor(emidblue))
|
| (line cumCONTROLyoung fmissmatch, c(J) lwidth(thin) lpattern(solid) lcolor(emidblue)),
|
| xtitle("|wife's percentile rank of acres - husband's percentile rank of acres|", size(med))
|
| ytitle("cumulative", size(med))
|
| legend(on order(1 "High-Treatment (T{&ge}80p)" 2 "Low-Treatment (T<80p)" 3 "older" 4 "younger") rows(4) ring(0) position(5) bmargin(large) region(lstyle(none)))
|
| graphregion(color(white))
|
| note("High vs low: KS = `KS1' (`pval1'); High vs younger: KS = `KS2' (`pval2'); High vs older: KS = `KS3' (`pval3')")
|
| graph export "${dirresu}\Figure8_A.pdf", as(pdf) replace
|
| restore
|
|
|
|
|
|
|
| preserve
|
| sort fmissmatch2 age1861
|
| cumul fmissmatch2 if treatment>0, gen(cumTREAT)
|
| cumul fmissmatch2 if treatment==0, gen(cumCONTROL)
|
| cumul fmissmatch2 if treatment==0 & age1861>22, gen(cumCONTROLold)
|
| cumul fmissmatch2 if treatment==0 & age1861<22, gen(cumCONTROLyoung)
|
| twoway (line cumTREAT fmissmatch2, c(J) lwidth(thick) lcolor(red))
|
| (line cumCONTROL fmissmatch2, c(J) lwidth(thin) lcolor(blue))
|
| (line cumCONTROLold fmissmatch2, c(J) lwidth(thin) lpattern(dash) lcolor(emidblue))
|
| (line cumCONTROLyoung fmissmatch2, c(J) lwidth(thin) lpattern(solid) lcolor(emidblue))
|
| (pcarrowi 0.95 -40 0.95 -60 "Marrying down", color(black)),
|
| xtitle("difference in acres' precentile rank (husband-wife)", size(med))
|
| xline(0, lcolor(black) lwidth(thick)) ytitle("cumulative", size(med))
|
| legend(on order(1 "High-Treat (T{&ge}80p.)" 2 "Low-Treat (T<80p.)" 3 "older" 4 "younger") rows(4) ring(0) position(5) bmargin(large) region(lstyle(none)))
|
| graphregion(color(white))
|
| note("High vs low: KS = `KS12' (`pval12'); High vs younger: KS = `KS22' (`pval22'); High vs older: KS = `KS32' (`pval32')")
|
| graph export "${dirresu}\Figure8_B.pdf", as(pdf) replace
|
| restore
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| use "${dirdata}/final-data-sec4.dta", clear
|
|
|
|
|
|
|
| gen nsib2 = nsib^2
|
| global controlsb distlondon i.prank nsib nsib2
|
| global controlsh distlondon i.prank
|
| global hechter propman100 logincome propcon propnonc relig
|
|
|
|
|
|
|
| encode fbio1, gen(nfam)
|
| collapse cOut syntheticT byear nfam d_MPb_aft d_MPf_bef MPb_years_aft MPf_years_bef d_MPb_locaft2 d_MPf_local2 MPb_years_locaft MPf_years_locbef d_MPh_aft d_MPh_bef MPh_years_aft MPh_years_bef
|
| biorder distlondon prank nsib nsib2 $hechter, by(refno)
|
| label var cOut "W married a commoner"
|
|
|
|
|
|
|
|
|
| global polit d_MPb_aft
|
| global polbefore d_MPf_bef
|
|
|
| qui ivprobit $polit (cOut = syntheticT biorder) $hechter $controlsb $polbefore, first twostep
|
| weakiv, null(0) small
|
| local CLR1 = round(e(clr_p), 0.001)
|
|
|
| qui ivregress liml $polit (cOut = syntheticT biorder) $hechter $controlsb $polbefore, first vce(cluster nfam)
|
| local Nbobs = `e(N)'
|
| weakiv, null(0) small
|
| local CLR2 = round(e(clr_p), 0.001)
|
| summ $polit if e(sample)==1
|
| local mdepvar = round(r(mean),0.01)
|
|
|
| qui cmp ($polit = cOut $hechter $controlsb $polbefore) (cOut = syntheticT biorder $hechter $controlsb $polbefore), ind(4 1) quietly cluster(byear)
|
| qui margins, dydx(*) predict(pr) post
|
| outreg2 using "${dirresu}\Table6_A", keep(cOut) nocons label nose dec(2) noas noobs
|
| ctitle("MP (b)") addtext(CLR-pval, `CLR1', CLR-pval 2, `CLR2', Mean DP, `mdepvar', Nb observations, `Nbobs') tex replace
|
|
|
| qui reg cOut syntheticT biorder $hechter $controlsb $polbefore
|
| local F1 = round(e(F),0.1)
|
| outreg2 using "${dirresu}\Table6_B", keep(syntheticT) nocons label noas nor2 dec(3) coefastr ctitle("M common") addtext(F-stat, `F1') tex replace
|
|
|
|
|
|
|
|
|
| global polit MPb_years_aft
|
| global polbefore MPf_years_bef
|
|
|
| qui ivregress liml $polit (cOut = syntheticT biorder) $hechter $controlsb $polbefore, first
|
| qui weakiv, null(0) small
|
| local CLR1 = round(e(clr_p), 0.001)
|
|
|
| qui ivregress liml $polit (cOut = syntheticT biorder) $hechter $controlsb $polbefore, first vce(cluster nfam)
|
| local Nbobs = `e(N)'
|
| qui weakiv, null(0) small
|
| local CLR2 = round(e(clr_p), 0.001)
|
| summ $polit if e(sample)==1
|
| local mdepvar = round(r(mean),0.01)
|
|
|
| qui cmp ($polit = cOut $hechter $controlsb $polbefore) (cOut = syntheticT biorder $hechter $controlsb $polbefore), ind(1 1) quietly cluster(byear)
|
| qui margins, dydx(*) post
|
| outreg2 using "${dirresu}\Table6_A", keep(cOut) nocons label nose dec(2) noas noobs
|
| ctitle("Years (b)") addtext(CLR-pval, `CLR1', CLR-pval 2, `CLR2', Mean DP, `mdepvar', Nb observations, `Nbobs') tex
|
|
|
| qui reg cOut syntheticT biorder $hechter $controlsb $polbefore
|
| local F1 = round(e(F),0.1)
|
| outreg2 using "${dirresu}\Table6_B", keep(syntheticT) nocons label noas nor2 dec(3) coefastr ctitle("M common") addtext(F-stat, `F1') tex
|
|
|
|
|
|
|
|
|
| global polit d_MPb_locaft2
|
| global polbefore d_MPf_local2
|
|
|
| qui ivprobit $polit (cOut = syntheticT biorder) $hechter $controlsb $polbefore, first twostep
|
| qui weakiv, null(0) small
|
| local CLR1 = round(e(clr_p), 0.001)
|
|
|
| qui ivregress liml $polit (cOut = syntheticT biorder) $hechter $controlsb $polbefore, first vce(cluster nfam)
|
| local Nbobs = `e(N)'
|
| qui weakiv, null(0) small
|
| local CLR2 = round(e(clr_p), 0.001)
|
| summ $polit if e(sample)==1
|
| local mdepvar = round(r(mean),0.01)
|
|
|
| qui cmp ($polit = cOut $hechter $controlsb $polbefore) (cOut = syntheticT biorder $hechter $controlsb $polbefore), ind(4 1) quietly cluster(byear)
|
| qui margins, dydx(*) predict(pr) post
|
| outreg2 using "${dirresu}\Table6_A", keep(cOut) nocons label nose dec(2) noas noobs
|
| ctitle("local MP (b)") addtext(CLR-pval, `CLR1', CLR-pval 2, `CLR2', Mean DP, `mdepvar', Nb observations, `Nbobs') tex
|
|
|
| qui reg cOut syntheticT biorder $hechter $controlsb $polbefore
|
| local F1 = round(e(F),0.1)
|
| outreg2 using "${dirresu}\Table6_B", keep(syntheticT) nocons label noas nor2 dec(3) coefastr ctitle("M common") addtext(F-stat, `F1') tex
|
|
|
|
|
|
|
|
|
| global polit MPb_years_locaft
|
| global polbefore MPf_years_locbef
|
|
|
| qui ivregress liml $polit (cOut = syntheticT biorder) $hechter $controlsb $polbefore, first
|
| qui weakiv, null(0) small
|
| local CLR1 = round(e(clr_p), 0.001)
|
|
|
| qui ivregress liml $polit (cOut = syntheticT biorder) $hechter $controlsb $polbefore, vce(cluster nfam)
|
| local Nbobs = `e(N)'
|
| qui weakiv, null(0) small
|
| local CLR2 = round(e(clr_p), 0.001)
|
| summ $polit if e(sample)==1
|
| local mdepvar = round(r(mean),0.01)
|
|
|
| qui cmp ($polit = cOut $hechter $controlsb $polbefore) (cOut = syntheticT biorder $hechter $controlsb $polbefore), ind(1 1) quietly cluster(byear)
|
| qui margins, dydx(*) post
|
| outreg2 using "${dirresu}\Table6_A", keep(cOut) nocons label nose dec(3) noas noobs
|
| ctitle("lyears (b)") addtext(CLR-pval, `CLR1', CLR-pval 2, `CLR2', Mean DP, `mdepvar', Nb observations, `Nbobs') tex
|
|
|
| qui reg cOut syntheticT biorder $hechter $controlsb $polbefore
|
| local F1 = round(e(F),0.1)
|
| outreg2 using "${dirresu}\Table6_B", keep(syntheticT) nocons label noas nor2 dec(3) coefastr ctitle("M common") addtext(F-stat, `F1') tex
|
|
|
|
|
|
|
|
|
| global polit d_MPh_aft
|
| global polbefore d_MPh_bef
|
|
|
| qui ivprobit $polit (cOut = syntheticT biorder) $hechter $controlsh $polbefore, first twostep
|
| qui weakiv, null(0) small
|
| local CLR1 = round(e(clr_p), 0.001)
|
|
|
| qui ivregress liml $polit (cOut = syntheticT biorder) $hechter $controlsh $polbefore, vce(cluster nfam)
|
| local Nbobs = `e(N)'
|
| qui weakiv, null(0) small
|
| local CLR2 = round(e(clr_p), 0.001)
|
| summ $polit if e(sample)==1
|
| local mdepvar = round(r(mean),0.01)
|
|
|
| qui cmp ($polit = cOut $hechter $controlsh $polbefore) (cOut = syntheticT biorder $hechter $controlsh $polbefore), ind(4 1) quietly cluster(byear)
|
| qui margins, dydx(*) predict(pr) post
|
| outreg2 using "${dirresu}\Table6_A", keep(cOut) nocons label nose dec(2) noas noobs
|
| ctitle("MP (h)") addtext(CLR-pval, `CLR1', CLR-pval 2, `CLR2', Mean DP, `mdepvar', Nb observations, `Nbobs') tex
|
|
|
| qui reg cOut syntheticT biorder $hechter $controlsh $polbefore
|
| local F1 = round(e(F),0.1)
|
| outreg2 using "${dirresu}\Table6_B", keep(syntheticT) nocons label noas nor2 dec(3) coefastr ctitle("M common") addtext(F-stat, `F1') tex
|
|
|
|
|
|
|
|
|
| global polit MPh_years_aft
|
| global polbefore MPh_years_bef
|
|
|
| qui ivregress liml $polit (cOut = syntheticT biorder) $hechter $controlsh $polbefore, first
|
| qui weakiv, null(0) small
|
| local CLR1 = round(e(clr_p), 0.001)
|
|
|
| qui ivregress liml $polit (cOut = syntheticT biorder) $hechter $controlsh $polbefore, vce(cluster nfam)
|
| local Nbobs = `e(N)'
|
| qui weakiv, null(0) small
|
| local CLR2 = round(e(clr_p), 0.001)
|
| summ $polit if e(sample)==1
|
| local mdepvar = round(r(mean),0.01)
|
|
|
| qui cmp ($polit = cOut $hechter $controlsb $polbefore) (cOut = syntheticT biorder $hechter $controlsb $polbefore), ind(1 1) quietly cluster(byear)
|
| qui margins, dydx(*) post
|
| outreg2 using "${dirresu}\Table6_A", keep(cOut) nocons label nose dec(2) noas noobs
|
| ctitle("Years (h)") addtext(CLR-pval, `CLR1', CLR-pval 2, `CLR2', Mean DP, `mdepvar', Nb observations, `Nbobs') tex
|
|
|
| qui reg cOut syntheticT biorder $hechter $controlsh $polbefore
|
| local F1 = round(e(F),0.1)
|
| outreg2 using "${dirresu}\Table6_B", keep(syntheticT) nocons label noas nor2 dec(3) coefastr ctitle("M common") addtext(F-stat, `F1') tex
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
|
| use "${dirdata}/final-data-sec4.dta", clear
|
|
|
|
|
|
|
| gen nsib2 = nsib^2
|
| global controlsrf distlondon i.prank
|
| global controlsb distlondon i.prank nsib nsib2
|
| global controlsh distlondon i.prank
|
| global hechter propman100 logincome propcon propnonc relig
|
| encode fbio1, gen(nfam)
|
| label var cOut "W married a commoner"
|
|
|
| |
| |
|
|
|
|
|
|
|
|
|
|
| qui ivregress liml rateperpou (cOut = syntheticT biorder) $hechter $controlsrf , first
|
| qui weakiv, null(0) small
|
| local CLR1 = round(e(clr_p), 0.001)
|
|
|
| qui ivregress liml rateperpou (cOut = syntheticT biorder) $hechter $controlsrf , first vce(cluster nfam)
|
| local Nbobs = `e(N)'
|
| weakiv, null(0) small
|
| local CLR2 = round(e(clr_p), 0.001)
|
|
|
| qui ivregress liml rateperpou (cOut = syntheticT biorder) $hechter $controlsrf , first
|
| outreg2 using "${dirresu}\Table7_A", keep(cOut) stats(coef) nocons label noobs dec(2) noas
|
| ctitle("tax rate") addtext(CLR-pval, `CLR1', CLR-pval 2, `CLR2', Nb observations, `Nbobs') tex replace
|
|
|
| qui reg cOut syntheticT biorder $hechter $controlsrf
|
| local F1 = round(e(F),0.01)
|
| qui ivreg2 rateperpound (cOut = syntheticT biorder) $hechter $controlsrf , first savefirst
|
| est restore _ivreg2_cOut
|
| outreg2 using "${dirresu}\Table7_B", keep(syntheticT) replace tex ctitle("M common") label dec(3) noaster nocons nor2 stats(coef pval) addtext(F-stat, `F1', cluster, .)
|
| qui ivreg2 rateperpound (cOut = syntheticT biorder) $hechter $controlsrf , first cluster(nfam) savefirst
|
| est restore _ivreg2_cOut
|
| outreg2 using "${dirresu}\Table7_B", keep(syntheticT) tex ctitle("M common") label dec(3) noaster nocons nor2 stats(coef pval) bracket addtext(F-stat, `F1', cluster, family)
|
|
|
|
|
|
|
|
|
| global polit d_MPb_aft
|
| global polbefore d_MPf_bef
|
|
|
| qui ivregress liml rateperpou ($polit = syntheticT biorder) $hechter $controlsb $polbefore , first
|
| qui weakiv, null(0) small
|
| local CLR1 = round(e(clr_p), 0.001)
|
|
|
| qui ivregress liml rateperpou ($polit = syntheticT biorder) $hechter $controlsb $polbefore , first vce(cluster nfam)
|
| local Nbobs = `e(N)'
|
| qui weakiv, null(0) small
|
| local CLR2 = round(e(clr_p), 0.001)
|
|
|
| qui ivregress liml rateperpou ($polit = syntheticT biorder) $hechter $controlsb $polbefore , first
|
| outreg2 using "${dirresu}\Table7_A", keep($polit) stats(coef) nocons label noobs dec(2) noas
|
| ctitle("tax rate") addtext(CLR-pval, `CLR1', CLR-pval 2, `CLR2', Nb observations, `Nbobs') tex
|
|
|
| qui reg $polit syntheticT biorder $hechter $controlsb $polbefore
|
| local F1 = round(e(F),0.01)
|
| qui ivreg2 rateperpou ($polit = syntheticT biorder) $hechter $controlsb $polbefore , first savefirst
|
| est restore _ivreg2_d_MPb_aft
|
| outreg2 using "${dirresu}\Table7_B", keep(syntheticT) tex ctitle("MP (b)") label dec(3) noaster nocons nor2 stats(coef pval) addtext(F-stat, `F1', cluster, .)
|
| qui ivreg2 rateperpou ($polit = syntheticT biorder) $hechter $controlsb $polbefore , first cluster(nfam) savefirst
|
| est restore _ivreg2_d_MPb_aft
|
| outreg2 using "${dirresu}\Table7_B", keep(syntheticT) tex ctitle("MP (b)") label dec(3) noaster nocons nor2 stats(coef pval) bracket addtext(F-stat, `F1', cluster, family)
|
|
|
|
|
|
|
|
|
| global polit MPb_years_aft
|
| global polbefore MPf_years_bef
|
|
|
| qui ivregress liml rateperpou ($polit = syntheticT biorder) $hechter $controlsb $polbefore , first
|
| qui weakiv, null(0) small
|
| local CLR1 = round(e(clr_p), 0.001)
|
|
|
| qui ivregress liml rateperpou ($polit = syntheticT biorder) $hechter $controlsb $polbefore , first vce(cluster nfam)
|
| local Nbobs = `e(N)'
|
| qui weakiv, null(0) small
|
| local CLR2 = round(e(clr_p), 0.001)
|
|
|
| qui ivregress liml rateperpou ($polit = syntheticT biorder) $hechter $controlsb $polbefore , first
|
| outreg2 using "${dirresu}\Table7_A", keep($polit) stats(coef) nocons label noobs dec(2) noas
|
| ctitle("tax rate") addtext(CLR-pval, `CLR1', CLR-pval 2, `CLR2', Nb observations, `Nbobs') tex
|
|
|
| qui reg $polit syntheticT biorder $hechter $controlsb $polbefore
|
| local F1 = round(e(F),0.01)
|
| qui ivreg2 rateperpou ($polit = syntheticT biorder) $hechter $controlsb $polbefore , first savefirst
|
| est restore _ivreg2_MPb_years_aft
|
| outreg2 using "${dirresu}\Table7_B", keep(syntheticT) tex ctitle("Years MP (b)") label dec(3) noaster nocons nor2 stats(coef pval) addtext(F-stat, `F1', cluster, .)
|
| qui ivreg2 rateperpou ($polit = syntheticT biorder) $hechter $controlsb $polbefore , first cluster(nfam) savefirst
|
| est restore _ivreg2_MPb_years_aft
|
| outreg2 using "${dirresu}\Table7_B", keep(syntheticT) tex ctitle("Years MP (b)") label dec(3) noaster nocons nor2 stats(coef pval) bracket addtext(F-stat, `F1', cluster, family)
|
|
|
|
|
|
|
|
|
| global polit d_MPb_locaft
|
| global polbefore d_MPf_local
|
|
|
| qui ivregress liml rateperpou ($polit = syntheticT biorder) $hechter $controlsb $polbefore , first
|
| qui weakiv, null(0) small
|
| local CLR1 = round(e(clr_p), 0.001)
|
|
|
| qui ivregress liml rateperpou ($polit = syntheticT biorder) $hechter $controlsb $polbefore , first vce(cluster nfam)
|
| local Nbobs = `e(N)'
|
| qui weakiv, null(0) small
|
| local CLR2 = round(e(clr_p), 0.001)
|
|
|
| qui ivregress liml rateperpou ($polit = syntheticT biorder) $hechter $controlsb $polbefore , first
|
| outreg2 using "${dirresu}\Table7_A", keep($polit) stats(coef) nocons label noobs dec(2) noas
|
| ctitle("tax rate") addtext(CLR-pval, `CLR1', CLR-pval 2, `CLR2', Nb observations, `Nbobs') tex
|
|
|
| qui reg $polit syntheticT biorder $hechter $controlsb $polbefore
|
| local F1 = round(e(F),0.01)
|
| qui ivreg2 rateperpou ($polit = syntheticT biorder) $hechter $controlsb $polbefore , first savefirst
|
| est restore _ivreg2_d_MPb_locaft
|
| outreg2 using "${dirresu}\Table7_B", keep(syntheticT) tex ctitle("local MP (b)") label dec(3) noaster nocons nor2 stats(coef pval) addtext(F-stat, `F1', cluster, .)
|
| qui ivreg2 rateperpou ($polit = syntheticT biorder) $hechter $controlsb $polbefore , first cluster(nfam) savefirst
|
| est restore _ivreg2_d_MPb_locaft
|
| outreg2 using "${dirresu}\Table7_B", keep(syntheticT) tex ctitle("local MP (b)") label dec(3) noaster nocons nor2 stats(coef pval) bracket addtext(F-stat, `F1', cluster, family)
|
|
|
|
|
|
|
|
|
| global polit MPb_years_locaft
|
| global polbefore MPf_years_locbef
|
|
|
| qui ivregress liml rateperpou ($polit = syntheticT biorder) $hechter $controlsb $polbefore , first
|
| qui weakiv, null(0) small
|
| local CLR1 = round(e(clr_p), 0.001)
|
|
|
| qui ivregress liml rateperpou ($polit = syntheticT biorder) $hechter $controlsb $polbefore , first vce(cluster nfam)
|
| local Nbobs = `e(N)'
|
| qui weakiv, null(0) small
|
| local CLR2 = round(e(clr_p), 0.001)
|
|
|
| qui ivregress liml rateperpou ($polit = syntheticT biorder) $hechter $controlsb $polbefore , first
|
| outreg2 using "${dirresu}\Table7_A", keep($polit) stats(coef) nocons label noobs dec(2) noas
|
| ctitle("tax rate") addtext(CLR-pval, `CLR1', CLR-pval 2, `CLR2', Nb observations, `Nbobs') tex
|
|
|
| qui reg $polit syntheticT biorder $hechter $controlsb $polbefore
|
| local F1 = round(e(F),0.01)
|
| qui ivreg2 rateperpou ($polit = syntheticT biorder) $hechter $controlsb $polbefore , first savefirst
|
| est restore _ivreg2_MPb_years_locaft
|
| outreg2 using "${dirresu}\Table7_B", keep(syntheticT) tex ctitle("local years (b)") label dec(3) noaster nocons nor2 stats(coef pval) addtext(F-stat, `F1', cluster, .)
|
| qui ivreg2 rateperpou ($polit = syntheticT biorder) $hechter $controlsb $polbefore , first cluster(nfam) savefirst
|
| est restore _ivreg2_MPb_years_locaft
|
| outreg2 using "${dirresu}\Table7_B", keep(syntheticT) tex ctitle("local years (b)") label dec(3) noaster nocons nor2 stats(coef pval) bracket addtext(F-stat, `F1', cluster, family)
|
|
|
|
|
|
|
|
|
| global polit d_MPh_aft
|
| global polbefore d_MPh_bef
|
|
|
| qui ivregress liml rateperpou ($polit = syntheticT biorder) $hechter $controlsh $polbefore , first
|
| qui weakiv, null(0) small
|
| local CLR1 = round(e(clr_p), 0.001)
|
|
|
| qui ivregress liml rateperpou ($polit = syntheticT biorder) $hechter $controlsh $polbefore , first vce(cluster nfam)
|
| local Nbobs = `e(N)'
|
| qui weakiv, null(0) small
|
| local CLR2 = round(e(clr_p), 0.001)
|
|
|
| qui ivregress liml rateperpou ($polit = syntheticT biorder) $hechter $controlsh $polbefore , first
|
| outreg2 using "${dirresu}\Table7_A", keep($polit) stats(coef) nocons label noobs dec(2) noas
|
| ctitle("tax rate") addtext(CLR-pval, `CLR1', CLR-pval 2, `CLR2', Nb observations, `Nbobs') tex
|
|
|
| qui reg $polit syntheticT biorder $hechter $controlsh $polbefore
|
| local F1 = round(e(F),0.01)
|
| qui ivreg2 rateperpou ($polit = syntheticT biorder) $hechter $controlsh $polbefore , first savefirst
|
| est restore _ivreg2_d_MPh_aft
|
| outreg2 using "${dirresu}\Table7_B", keep(syntheticT) tex ctitle("MP (h)") label dec(3) noaster nocons nor2 stats(coef pval) addtext(F-stat, `F1', cluster, .)
|
| qui ivreg2 rateperpou ($polit = syntheticT biorder) $hechter $controlsh $polbefore , first cluster(nfam) savefirst
|
| est restore _ivreg2_d_MPh_aft
|
| outreg2 using "${dirresu}\Table7_B", keep(syntheticT) tex ctitle("MP (h)") label dec(3) noaster nocons nor2 stats(coef pval) bracket addtext(F-stat, `F1', cluster, family)
|
|
|
|
|
|
|
|
|
| global polit MPh_years_aft
|
| global polbefore MPh_years_bef
|
|
|
| qui ivregress liml rateperpou ($polit = syntheticT biorder) $hechter $controlsh $polbefore , first
|
| qui weakiv, null(0) small
|
| local CLR1 = round(e(clr_p), 0.001)
|
|
|
| qui ivregress liml rateperpou ($polit = syntheticT biorder) $hechter $controlsh $polbefore , first vce(cluster nfam)
|
| local Nbobs = `e(N)'
|
| qui weakiv, null(0) small
|
| local CLR2 = round(e(clr_p), 0.001)
|
|
|
| qui ivregress liml rateperpou ($polit = syntheticT biorder) $hechter $controlsh $polbefore , first
|
| outreg2 using "${dirresu}\Table7_A", keep($polit) stats(coef) nocons label noobs dec(2) noas
|
| ctitle("tax rate") addtext(CLR-pval, `CLR1', CLR-pval 2, `CLR2', Nb observations, `Nbobs') tex
|
|
|
| qui reg $polit syntheticT biorder $hechter $controlsh $polbefore
|
| local F1 = round(e(F),0.01)
|
| qui ivreg2 rateperpou ($polit = syntheticT biorder) $hechter $controlsh $polbefore , first savefirst
|
| est restore _ivreg2_MPh_years_aft
|
| outreg2 using "${dirresu}\Table7_B", keep(syntheticT) tex ctitle("Years MP (h)") label dec(3) noaster nocons nor2 stats(coef pval) addtext(F-stat, `F1', cluster, .)
|
| qui ivreg2 rateperpou ($polit = syntheticT biorder) $hechter $controlsh $polbefore , first cluster(nfam) savefirst
|
| est restore _ivreg2_MPh_years_aft
|
| outreg2 using "${dirresu}\Table7_B", keep(syntheticT) tex ctitle("Years MP (h)") label dec(3) noaster nocons nor2 stats(coef pval) bracket addtext(F-stat, `F1', cluster, family)
|
|
|
|
|
