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***************************************************************
******* ESLR:Ag-Census-Plot-Level Outcomes-Extensions **********
****************************************************************
capture log close
clear
set matsize 3000
set more off
*********************
*** Load the Data ***
*********************
use "Data/censo_ag_wreform.dta", clear
**********************
*** Label the Data ***
**********************
** Label Variables for the output:
label variable ln_agprod_pricew_crops "Agricultural Productivity (ln($/ha))"
label variable CashCrop_Share "Share of Property for Cash Crops"
label variable StapleCrop_Share "Share of Property for Staple Crops"
label variable norm_dist "Distance to Reform Threshold (ha)"
label variable own_amt "Former Owner's Cumulative Landholdings (ha)"
*********************
*** Set RD Params ***
*********************
** Baseline: Will use local linear rd with MSE optimal bandwidth
** with ses clustered at propietor level.
local polynomial_level 1
local bandwidth_choice "mserd"
local kernel_choice "tri"
local cluster_level "Expropretario_ISTA"
**********************
*** CAPITAL STOCKS ***
**********************
* S16A - MDSC - Type of Capital
capture drop S16*
merge 1:1 agg_id using "./Data/censo_ag_investments.dta", gen(cap_merge)
** To Store Results:
global tflist ""
global modseq=0
global modid = 1
foreach dep_var of varlist S16A* {
dis "`dep_var'"
clear matrix
** Coef Plots of Capital Stocks
global modseq=$modseq+1
tempfile tf$modseq
** Run RD: (Indicator on Prob. of Having Particular Capital Unit:
capture rdrobust `dep_var' norm_dist, c(0) p(`polynomial_level') bwselect(`bandwidth_choice') kernel(`kernel_choice') vce(cluster `cluster_level')
** Store Results:
capture parmest, label idn($modseq) idstr("`dep_var'") saving(`tf$modseq',replace) flist(tflist)
}
preserve
dsconcat $tflist
sort idnum
outsheet using "./Output/Temp/CapitalStocks.csv", replace comma
restore
**********************
*** INPUT MEASURES ***
**********************
* S15B - MDSC - Type of Input
capture drop S15*
merge 1:1 agg_id using "./Data/censo_ag_inputs.dta", gen(S15B_merge)
** To Store Results:
global tflist ""
global modseq=0
global modid = 1
foreach dep_var of varlist S15B* {
dis "`dep_var'"
clear matrix
** For Coef Plots:
global modseq=$modseq+1
tempfile tf$modseq
** Run RD: (Indicator on Prob. of Having Used Particular Input:
capture rdrobust `dep_var' norm_dist, c(0) p(`polynomial_level') bwselect(`bandwidth_choice') kernel(`kernel_choice') vce(cluster `cluster_level')
** Store Results:
capture parmest, label idn($modseq) idstr("`dep_var'") saving(`tf$modseq',replace) flist(tflist)
}
preserve
dsconcat $tflist
sort idnum
outsheet using "./Output/Temp/InputUse.csv", replace comma
restore
drop S15B*
********************************************************************************
******************************** OTHER PRODUCTS ********************************
********************************************************************************
* S5B - MDSC - Minor Crops - Vegetables:
merge 1:1 agg_id using "./Data/censo_ag_minorcrops.dta", gen(S5B_merge)
** INDICATORS:
** To Store Results:
global tflist ""
global modseq=0
global modid = 1
foreach dep_var of varlist S5B* {
dis "`dep_var'"
clear matrix
** For Coef Plots:
global modseq=$modseq+1
tempfile tf$modseq
** Run RD: (Indicator on Prob. of Prod a Minor Crop:
capture rdrobust `dep_var' norm_dist, c(0) p(`polynomial_level') bwselect(`bandwidth_choice') kernel(`kernel_choice') vce(cluster `cluster_level')
** Store Results:
capture parmest, label idn($modseq) idstr("`dep_var'") saving(`tf$modseq',replace) flist(tflist)
}
preserve
dsconcat $tflist
sort idnum
outsheet using "./Output/Temp/MinorCropProduction.csv", replace comma
restore
* S5B - MDSC - Minor Crops - Fruits:
merge 1:1 agg_id using "./Data/censo_ag_minorfruits.dta", gen(S8B_merge)
** INDICATORS:
** To Store Results:
global tflist ""
global modseq=0
global modid = 1
foreach dep_var of varlist S8B* {
dis "`dep_var'"
clear matrix
** For Coef Plots:
global modseq=$modseq+1
tempfile tf$modseq
** Run RD: (Indicator on Prob. of Prod a Minor Crop:
capture rdrobust `dep_var' norm_dist, c(0) p(`polynomial_level') bwselect(`bandwidth_choice') kernel(`kernel_choice') vce(cluster `cluster_level')
** Store Results:
capture parmest, label idn($modseq) idstr("`dep_var'") saving(`tf$modseq',replace) flist(tflist)
}
preserve
dsconcat $tflist
sort idnum
outsheet using "./Output/Temp/MinorFruitProduction.csv", replace comma
restore
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