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: 5,035 Bytes 
caa8075
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
************************ 
*** ESLR: Stata Code ***
************************ 

capture log close
clear
set matsize 3000
set more off
set scheme s2color

** Set Workspace **
cd /Users/`c(username)'/Dropbox/Research_ElSalvador_LandReform/Replication

** ssc install rdrobust; winsor2; outreg2; outreg; estout; lpoly; cmogram; dm88_1; grqreg; gr0002_3; pdslasso; lassopack; univar; ietoolkit; rdlocrand; rdpower (net install rdpower, from(https://raw.githubusercontent.com/rdpackages/rdpower/master/stata) replace)

******************
*** MASTER DO FILE
******************

*** MAIN ***

** FIGURE 1: Land Reforms that Redistributed Haciendas as Cooperatives
	* R Code: ./Code/ESLR_LatAmMaps.R

** FIGURE 2: Land Reform by Canton - El Salvador
	* R Code: ./Code/ESLR_ESMap.R

** FIGURE 4: Estimates for Differences in Geography & FIGURE 3: McCrary Sorting Test
	* R Code: ./Code/ESLR_Balance_PropLevel.R

** FIGURE 5: Phase I Expropriation RD Plot
	do "./Code/ESLR_RDPlots_PropData.do"

** TABLES 2-4: Agriculture Choices and Productivity
	do "./Code/ESLR_Analysis_IVCenso.do"

** TABLE 5 & FIGURE 6: Impact of Ownership Type on Earnings and Earnings Distributions
	do "./Code/ESLR_Analysis_EHPM.do"

** TABLE 6:  Credit Access and Sources - RD Estimates
	do "./Code/ESLR_Analysis_IVCenso_Credit.do"

	
	
	
	
	
	
*** APPENDIX ***

** FIGURES D1-D2: RD Plots - Crop Choices & RD Plots - Agricultural Productivity	
	do "./Code/ESLR_RDPlots_AgCensus.do"

** FIGURE D3: RD Plots - Existence in 2007
	do "./Code/ESLR_RDPlots_PropDataModern_Existence.do"
	
** FIGURE D4: Matching Estimates
	* R Code: "./Code/ESLR_IVCensus_Matching.R"
	
** FIGURE D5: Sensitivity to Balance
	* R Code: "./Code/ESLR_Unbalacedness.R"

** FIGURE D6: Temporal External Validity Exercise
	* R Code: "./Code/ESLR_TemporalEV.R"

** TABLES D1-D2: Summary Statistics - Property Sizes in 1980 and Ownership Amounts & Summary Statistics - Property Sizes in 2007 and Ownership Amounts
	do "./Code/ESLR_Prop_SummStats.do"
	
** FIGURE D7: Coefficient Estimates For Existence in 2007 - Heterogeneity by Geographic Characteristics
	* R Code: ./Code/ESLR_Robustness_Existence.R

** TABLE D3 & FIGURE D8: Testing for Differences in the Distribution of Digits for Reported Crop Outputs & Testing for Differences in Bunching in Crop Output Across Ownership Types
	* R Code: ./Code/ESLR_Digits.R

** FIGURE D9: Yield Results: Correcting for Possible Selection Bias
	* R Code: "./Code/ESLR_YieldsSampleSelection.R"

** FIGURES D10-D13: Production of Minor Crops - Fruits & Production of Minor Crops - Vegetables &  Capital Ownership & Input Use
	do "./Code/ESLR_Analysis_IVCenso_Other.do"
	* Then, R Code: ./Code/ESLR_IVCensus_AdditionalPlots.R

	
** FIGURE D14: RD Power Calculations - Revenues per Hectare
	do "./Code/ESLR_IVCensus_Power.do"

** TABLE D4: Impact of Ownership Structure on Earnings Differences - Sensitivity to Land Value Return
	do "./Code/ESLR_EHPM_Sensitivity.do"

** TABLE D5: Consumption and Consumption Distributions
	do "./Code/ESLR_EHPM_Consumption.do"

** FIGURE D15: RD Plot - Share of Land Not Devoted to Staple or Cash Crops in 2007
	do "./Code/ESLR_RDPlots_NonShares.do"

** TABLES D6-D7: Heterogeneity in a Cooperatives’ Census Neighborhoods
	do "./Code/ESLR_AgHeterogeneity.do"

** FIGURES D16-D18: Controlling for Migration Rates – Main Outcomes & Main Results - Controlling for Property Size & Controlling for Conflict During the Civil War – Main Outcomes
	* R Code: "./Code/ESLR_IVCensus_Controls.R"
	
** FIGURE D19: Heterogeneity by Number of Plots Owned By Previous Owner – Main Outcomes
	* R Code: "./Code/ESLR_IVCensus_HetPlots.R"

** FIGURE D20: Crop Allocation - Haciendas Above vs. Below 500 ha Ownership Threshold
	* R Code: "./Code/ESLR_IVCensus_NonComplierPlot.R"

** FIGURE E1: Public Good Access – Time to Nearest Public Good – Estimated Differences
	do "./Code/ESLR_EHPM_PGs.do"
	* Then, R Code: "./Code/ESLR_EHPM_PGsCoefPlot.R"
	
** FIGURE F1: Heterogeneity by Access to Cities – Main Outcomes
	* R Code: "./Code/ESLR_IVCensus_HetPlots.R"

** TABLE F1: Commercialization Avenues - RD Estimates
	do "./Code/ESLR_IVCenso_Commercialization.do"

** Figure F2: Controlling for Commercialization Avenues – Main Outcomes
	* R Code: "./Code/ESLR_IVCensus_Controls.R"

** TABLES G1-G2: Impact of Ownership Type on Education Outcomes & Differences in Age and Household Size
	do "./Code/ESLR_EHPM_Educ.do"

** TABLE H1: Migration Outcomes - Household Survey Data
	do "./Code/ESLR_EHPM_Mig.do"

** TABLES H2-H3: Migration Outcomes - Population Census & H3: Migration Outcomes - Individuals that Completed High School - Population Census 
	* R Code: "./Code/ESLR_CensusMigration.R"

** TABLES I1-I2: Robustness to Alternative RD Method - Randomization Inference Approach
	do "./Code/ESLR_IVCenso_RDRandInf.do"

** TABLES J1-I5: Robustness to Alternative RD Specifications
	do "./Code/ESLR_IVCenso_RDRobustness.do"

** FIGURES J1-J6: Robustness to Alternative RD Specifications
	* R Code: "./Code/ESLR_IVCensus_RDRobustnessPlots.R"