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| use Data\NationalCntyYr.dta,clear
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| gen nhXZenghu_all_invdist=nonhunan*Zenghu_all_invdist
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| gen hXZenghu_all_invdist=hunan*Zenghu_all_invdist
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| gen nhXZeng_all0_invdist=nonhunan*Zeng_all0_invdist
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| gen hXZeng_all0_invdist=hunan*Zeng_all0_invdist
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| foreach x of varlist hunan Zenghu_all_invdist Zeng_all0_invdist Zeng_all0_invdist_pc invdist0_L1 invdist0_F1 Zeng_exam0_invdist Zeng_Extraexam_invdist Zeng_BMF_invdist Zeng_juren0_invdist nhXZenghu_all_invdist nhXZeng_all0_invdist hXZenghu_all_invdist hXZeng_all0_invdist{
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| gen `x'Xperiod1=`x'*period1
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| gen `x'Xperiod2=`x'*period2
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| gen `x'Xperiod=`x'*period
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| }
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| foreach x of varlist lnurbanpop prefcap lnjinshi lncntyquota0 lncntypop lncntyarea mainriv dist2canal lnrice lnwheat dist_nanjing Taiping_route1 {
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| gen `x'Xperiod1=`x'*period1
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| gen `x'Xperiod2=`x'*period2
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| gen `x'Xperiod=`x'*period
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| }
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| foreach x of varlist lnurbanpop prefcap lnjinshi lncntyquota0 lncntypop lncntyarea mainriv dist2canal lnrice lnwheat dist_nanjing Taiping_route1 {
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| gen h`x'Xperiod1=hunan*`x'*period1
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| gen h`x'Xperiod2=hunan*`x'*period2
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| gen h`x'Xperiod=hunan*`x'*period
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| }
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| drop if year==.
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| tab year, gen(year)
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| foreach x of varlist year2-year111 {
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| gen hunanX`x'=hunan*`x'
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| }
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| foreach x of varlist year2-year111 {
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| gen Zeng_all0_invdistX`x'=Zeng_all0_invdist*`x'
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| }
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| foreach x of varlist year2-year111 {
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| gen hXZeng_all0_invdistX`x'=hXZeng_all0_invdist*`x'
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| }
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| foreach x of varlist year2-year111 {
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| gen nhXZeng_all0_invdistX`x'=nhXZeng_all0_invdist*`x'
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| }
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| foreach x of varlist year2-year111 {
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| gen Zenghu_all_invdistX`x'=Zenghu_all_invdist*`x'
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| }
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| foreach x of varlist year2-year111 {
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| gen hXZenghu_all_invdistX`x'=hXZenghu_all_invdist*`x'
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| }
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| foreach x of varlist year2-year111 {
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| gen nhXZenghu_all_invdistX`x'=nhXZenghu_all_invdist*`x'
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| }
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| reghdfe alloff hXZeng_all0_invdistXyear22-hXZeng_all0_invdistXyear111 nhXZeng_all0_invdistXyear22-nhXZeng_all0_invdistXyear111 hunanXyear22-hunanXyear111 lnurbanpopXperiod-Taiping_route1Xperiod , absorb(year samcntyid ) cluster(prefid )
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| parmest, saving( Results\ConnectionOnSenior_all0_yearly_01, replace)
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| reghdfe alloff hXZeng_all0_invdistXyear22-hXZeng_all0_invdistXyear111 Zeng_all0_invdistXyear22-Zeng_all0_invdistXyear111 hunanXyear22-hunanXyear111 lnurbanpopXperiod-Taiping_route1Xperiod , absorb(year samcntyid ) cluster(prefid )
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| parmest, saving( Results\ConnectionOnSenior_all0_yearly_02, replace)
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| preserve
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| use Results\ConnectionOnSenior_all0_yearly_01, clear
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| gen i=_n
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| keep if i<=91
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| gen time=i
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| gen zero=0
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| label var zero "the effect = 0"
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| label var estimate "the coefficent of logged total deaths"
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| keep time max95 min95 time estimate zero
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| replace time=1820+time
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| replace time=1820 if time==1911
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| foreach x of varlist estimate {
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| replace `x'=0 if time==1820
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| }
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| foreach x of varlist max95 min95 {
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| replace `x'=0 if time==1820
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| }
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| gen year=time
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| sort time
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| label var time "Year"
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| sum estimate if year<=1849
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| gen bench=r(mean)
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| twoway (rarea max95 min95 time, lstyle(ci) msize(tiny) fc(gs12) c(none) lc(gs12)) (connect estimate time, msize(vsmall) lp(solid) lw(medthick) lc(gs7) xline(1850, lpattern(dash) lcolor(blue)) xline(1853, lpattern(solid) lcolor(blue)) xline(1864, lpattern(dash) lcolor(blue)) ) (line zero time , lp(dash) lw(medthick) lc(gs0) )
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| , leg(region(lp(blank)) rows(3)) title("A. Hunan", size(medium) ) xlabel(1820(30)1910) ylabel(-0.2(0.2)0.4) legend(order(1 "95% CI" 2 "Effects of connections" ) row(2) region(color(none))) graphregion(color(white) ifcolor(white) ilcolor(white) fcolor(white)) saving("Results\AllCnty_hunan_conn_All0_ctrl_0.gph", replace) xsize(3) ysize(3)
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| restore
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| preserve
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| use Results\ConnectionOnSenior_all0_yearly_01, clear
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| gen i=_n
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| keep if i>=91&i<=181
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| gen time=i-90
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| gen zero=0
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| label var zero "the effect = 0"
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| label var estimate "the coefficent of logged total deaths"
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| keep time max95 min95 time estimate zero
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| replace time=1820+time
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| replace time=1820 if time==1911
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| foreach x of varlist estimate {
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| replace `x'=0 if time==1820
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| }
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| foreach x of varlist max95 min95 {
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| replace `x'=0 if time==1820
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| }
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| gen year=time
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| sort time
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| label var time "Year"
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| sum estimate if year<=1849
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| gen bench=r(mean)
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| twoway (rarea max95 min95 time, lstyle(ci) msize(tiny) fc(gs12) c(none) lc(gs12)) (connect estimate time, msize(vsmall) lp(solid) lw(medthick) lc(gs7) xline(1850, lpattern(dash) lcolor(blue)) xline(1853, lpattern(solid) lcolor(blue)) xline(1864, lpattern(dash) lcolor(blue)) ) (line zero time , lp(dash) lw(medthick) lc(gs0) )
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| , leg(region(lp(blank)) rows(3)) title("B. Non-Hunan", size(medium) ) xlabel(1820(30)1910) ylabel(-0.2(0.2)0.4) legend(order(1 "95% CI" 2 "Effects of connections" ) row(2) region(color(none))) graphregion(color(white) ifcolor(white) ilcolor(white) fcolor(white)) saving("Results\AllCnty_nhunan_conn_All0_ctrl_0.gph", replace) xsize(3) ysize(3)
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| restore
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| preserve
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| use Results\ConnectionOnSenior_all0_yearly_02, clear
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|
| gen i=_n
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| keep if i<=91
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| gen time=i
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| gen zero=0
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| label var zero "the effect = 0"
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| label var estimate "the coefficent of logged total deaths"
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|
|
| keep time max95 min95 time estimate zero
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|
|
|
|
| replace time=1820+time
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| replace time=1820 if time==1911
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| foreach x of varlist estimate {
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| replace `x'=0 if time==1820
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| }
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|
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| foreach x of varlist max95 min95 {
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| replace `x'=0 if time==1820
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| }
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|
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|
|
| gen year=time
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|
|
|
|
| sort time
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| label var time "Year"
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|
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|
| sum estimate if year<=1849
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| gen bench=r(mean)
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|
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| twoway (rarea max95 min95 time, lstyle(ci) msize(tiny) fc(gs12) c(none) lc(gs12)) (connect estimate time, msize(vsmall) lp(solid) lw(medthick) lc(gs7) xline(1850, lpattern(dash) lcolor(blue)) xline(1853, lpattern(solid) lcolor(blue)) xline(1864, lpattern(dash) lcolor(blue)) ) (line zero time , lp(dash) lw(medthick) lc(gs0) )
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| , leg(region(lp(blank)) rows(3)) title("C. Difference between Hunan and non-Hunan", size(medium) ) xlabel(1820(30)1910) ylabel(-0.2(0.2)0.4) legend(order(1 "95% CI" 2 "Effects of connections * Hunan" ) row(2) region(color(none))) graphregion(color(white) ifcolor(white) ilcolor(white) fcolor(white)) saving("Results\AllCnty_hXconn_All0_ctrl_0.gph", replace) xsize(3) ysize(3)
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|
|
| restore
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| graph combine Results\AllCnty_hunan_conn_All0_ctrl_0.gph Results\AllCnty_nhunan_conn_All0_ctrl_0.gph Results\AllCnty_hXconn_All0_ctrl_0.gph , row(1) xsize(9) ysize(4.5) graphregion(color(white) ifcolor(white) ilcolor(white) fcolor(white))
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|
| graph export Results\Figure_6.png, replace
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|
