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REPRO-Bench / 104 /replication_package /Replication /Programs /Table_3.do
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********************************************************************************
***** Table 3: The Impact of Elite Connections on Soldier Deaths: Types of Links
***** Sample: Hunan counties, 1850–1864
********************************************************************************
**This part produces Table 3 column (1)-(4)
use Data\HunanCntyYr.dta,clear
********************************************************************************
********************** gen Zeng Guofan period dummies
gen Post=0 if year<1854
replace Post=1 if year>=1854&year<=1864
foreach y of varlist Zeng_all0_invdist_pc Zeng_all0_pc Zenghu_all Zenghu_all_invdist Zeng_all0 Zeng_all0_invdist Zeng_exam0_invdist Zeng_BMF_invdist Zeng_Juren_invdist lnarea capital lnurbanpop lnpop dist_nanjing lnjinshi lnquotas mainriv route1 dist2canal lnwheat lnrice {
gen `y'_Post=`y'*Post
}
**************************
egen prefidXyear=group(prefid year)
********************************************* Types of networks with Pref X Year FE
reghdfe lnmartyr1 Zenghu_all_invdist_Post capital_Post lnurbanpop_Post lnjinshi_Post lnquotas_Post route1_Post dist_nanjing_Post mainriv_Post dist2canal_Post lnwheat_Post lnrice_Post lnpop_Post lnarea_Post , absorb(year cntyid prefidXyear) cluster(cntyid)
outreg2 using Results\Table_3.doc, keep(Zenghu_all_invdist_Post Zeng_BMF_invdist_Post Zeng_Juren_invdist_Post Zeng_exam0_invdist_Post) se bdec(3) rdec(3) nocons replace
********
reghdfe lnmartyr1 Zeng_BMF_invdist_Post capital_Post lnurbanpop_Post lnjinshi_Post lnquotas_Post route1_Post dist_nanjing_Post mainriv_Post dist2canal_Post lnwheat_Post lnrice_Post lnpop_Post lnarea_Post , absorb(year cntyid prefidXyear) cluster( cntyid)
outreg2 using Results\Table_3.doc, keep( Zenghu_all_invdist_Post Zeng_BMF_invdist_Post Zeng_Juren_invdist_Post Zeng_exam0_invdist_Post) se bdec(3) rdec(3) nocons append
********
reghdfe lnmartyr1 Zeng_Juren_invdist_Post capital_Post lnurbanpop_Post lnjinshi_Post lnquotas_Post route1_Post dist_nanjing_Post mainriv_Post dist2canal_Post lnwheat_Post lnrice_Post lnpop_Post lnarea_Post , absorb(year cntyid prefidXyear) cluster( cntyid)
outreg2 using Results\Table_3.doc, keep( Zenghu_all_invdist_Post Zeng_BMF_invdist_Post Zeng_Juren_invdist_Post Zeng_exam0_invdist_Post) se bdec(3) rdec(3) nocons append
********
reghdfe lnmartyr1 Zeng_exam0_invdist_Post capital_Post lnurbanpop_Post lnjinshi_Post lnquotas_Post route1_Post dist_nanjing_Post mainriv_Post dist2canal_Post lnwheat_Post lnrice_Post lnpop_Post lnarea_Post , absorb(year cntyid prefidXyear) cluster( cntyid)
outreg2 using Results\Table_3.doc, keep( Zenghu_all_invdist_Post Zeng_BMF_invdist_Post Zeng_Juren_invdist_Post Zeng_exam0_invdist_Post) se bdec(3) rdec(3) nocons append
********************************************************************************
********************************************************************************
********************************************************************************
******************************* This part produces Table 3 column (5)-(7)
use Data\HunanSurname.dta,clear
********************** ********************** ********************** **********
********************** gen Zeng Guofan period dummies
gen Post=0 if year<1854
replace Post=1 if year>=1854&year<=1864
**
foreach y of varlist sur_invdis_zeng_all0 capital lnurbanpop lnjinshi lnquotas route1 dist_nanjing mainriv dist2canal lnwheat lnrice lnarea lnhh {
gen `y'_Post=`y'*Post
}
***************************************** gen FE effect
*****
egen prefXyear=group(prefid year)
gen cntyXyear=cntyid*100+(year-1850)
gen surXyear=surname_id*100+(year-1850)
gen cntyXsur=cntyid*1000+surname_id
**************************************** gen subsample when either connected surname or martyr surname does not equal to 0
sort cntyXsur
by cntyXsur: egen mean_sur_invdis_zeng_all0=mean(sur_invdis_zeng_all0)
by cntyXsur: egen mean_martyr_surname=mean(martyr_surname)
gen subsample=(mean_sur_invdis_zeng_all0!=0|mean_martyr_surname!=0)
gen subsample_network=(mean_sur_invdis_zeng_all0!=0)
gen subsample_martyr=(mean_martyr_surname!=0)
*************************************** gen diff.-Surname baseline connections
sort cntyid year
by cntyid year: egen sum_sur_invdis_zeng_all0=sum(sur_invdis_zeng_all0)
gen oth_sur_invdis_zeng_all0=sum_sur_invdis_zeng_all0-sur_invdis_zeng_all0
gen oth_sur_invdis_zeng_all0_Post=oth_sur_invdis_zeng_all0*Post
*****************************************
***************************************** Regressions
reghdfe lnmartyr_surname1 sur_invdis_zeng_all0_Post ///
lnjinshi_Post lnquotas_Post capital_Post lnurbanpop_Post route1_Post dist_nanjing_Post mainriv_Post lnhh_Post lnarea_Post lnwheat_Post lnrice_Post dist2canal_Post if subsample==1, ///
absorb(prefXyear surXyear cntyXsur cntyid year ) cluster(cntyid surname_id)
outreg2 using Results\Table_3.doc, keep(sur_invdis_zeng_all0_Post) se bdec(3) rdec(3) nocons append
reghdfe lnmartyr_surname1 sur_invdis_zeng_all0_Post oth_sur_invdis_zeng_all0_Post ///
lnjinshi_Post lnquotas_Post capital_Post lnurbanpop_Post route1_Post dist_nanjing_Post mainriv_Post lnhh_Post lnarea_Post lnwheat_Post lnrice_Post dist2canal_Post if subsample==1, ///
absorb(prefXyear surXyear cntyXsur cntyid year ) cluster(cntyid surname_id)
outreg2 using Results\Table_3.doc, keep(sur_invdis_zeng_all0_Post oth_sur_invdis_zeng_all0_Post) se bdec(3) rdec(3) nocons append
reghdfe lnmartyr_surname1 sur_invdis_zeng_all0_Post if subsample==1, ///
absorb(cntyXyear surXyear cntyXsur cntyid year) cluster(cntyid surname_id)
outreg2 using Results\Table_3.doc, keep(sur_invdis_zeng_all0_Post) se bdec(3) rdec(3) nocons append