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##################################################################
#### El Salvador - Land Reform - Prop Level Geographical Covs ####
##################################################################
rm(list = ls()) # Clear variables
require(foreign)
require(ggplot2)
require(rgdal)
require(rgeos)
require(RColorBrewer) # creates nice color schemes
require(maptools) # loads sp library too
require(scales) # customize scales
require(gridExtra) # mutiple plots
require(plyr) # join function
require(dplyr)
require(mapproj) # projection tools
require(raster) # raster tools
require(tidyr)
require(readstata13)
require(haven)
require(gstat) # interpolation tools
require(ncdf4)
require(Hmisc)
require(lubridate)
library(lmtest)
library(sandwich)
library(dotwhisker) # coef plots
library(broom)
require(stringr)
require(readxl)
require(rmapshaper)
require(extrafont)
require(ggmap)
require(rdrobust)
require(stringdist)
require(benford.analysis) # Tests for data manipulation
require(sampleSelection)
require(exactextractr) # faster extract
require(sf) # faster extract
require(elevatr) # elevation data
require(stringi)
## SET WORKING DIRECTORY:
path <- "/Users/eduardomontero/Dropbox/Research_ElSalvador_LandReform/Replication/"
setwd(path)
############################
### R SCRIPTS:
### MAIN ###
## FIGURE 1: Land Reforms that Redistributed Haciendas as Cooperatives
source("./Code/ESLR_LatAmMaps.R")
## FIGURE 2: Land Reform by Canton - El Salvador
source("./Code/ESLR_ESMap.R")
## FIGURE 4: Estimates for Differences in Geography & FIGURE 3: McCrary Sorting Test
source("./Code/ESLR_Balance_PropLevel.R")
### RUN STATA CODE: Code/ESLR_Master.do ####
### APPENDIX ###
## FIGURE D4: Matching Estimates
source("./Code/ESLR_IVCensus_Matching.R")
## FIGURE D5: Sensitivity to Balance
source("./Code/ESLR_Unbalancedness.R")
## FIGURE D6: Temporal External Validity Exercise - Agricultural Productivity
source("./Code/ESLR_TemporalEV.R")
## FIGURE D7: Coefficient Estimates For Existence in 2007 - Heterogeneity by Geographic Characteristics
source("./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
source("./Code/ESLR_Digits.R")
## FIGURE D9: Yield Results: Correcting for Possible Selection Bias
source("./Code/ESLR_YieldsSampleSelection.R")
## FIGURE D10-D13: Production of Minor Crops - Fruits & Production of Minor Crops - Vegetables & Capital Ownership & Input Use
source("./Code/ESLR_IVCensus_AdditionalPlots.R")
## FIGURE D16-D18: Controlling for Migration Rates – Main Outcomes & Main Results - Controlling for Property Size & Controlling for Conflict During the Civil War – Main Outcomes
source("./Code/ESLR_IVCensus_Controls.R")
## FIGURE D19: Heterogeneity by Number of Plots Owned By Previous Owner – Main Outcomes
source("./Code/ESLR_IVCensus_HetPlots.R")
## FIGURE D20: Crop Allocation - Haciendas Above vs. Below 500 ha Ownership Threshold
source("./Code/ESLR_IVCensus_NonComplierPlot.R")
## FIGURE E1: Public Good Access – Time to Nearest Public Good – Estimated Differences
source("./Code/ESLR_EHPM_PGsCoefPlot.R")
## FIGURE F1: Heterogeneity by Access to Cities – Main Outcomes
source("./Code/ESLR_IVCensus_HetPlots.R")
## Figure F2: Controlling for Commercialization Avenues – Main Outcomes
source("./Code/ESLR_IVCensus_Controls.R")
## FIGURE J1-J6: Robustness to Alternative RD Specifications
source("./Code/ESLR_IVCensus_RDRobustnessPlots.R")
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