Hugging Face's logo

Datasets:
chuxuan
/
REPRO-Bench

Tasks:
Image-Text-to-Text
Languages:
English
ArXiv:
Tags:
reproducibility
social-science
agents
Dataset card Files
xet
Community
1
REPRO-Bench
File size: 5,968 Bytes 
2704016
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
 

********************************************************************************
***** 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