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ADHapplication.do
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version 14.0
clear all
set more off
set scheme s1color
capture log close
cd "D:/Dropbox/RA_Princeton/RA_Morales/BartikSEStata"
log using "output/logfiles/AKM.log", replace
prog main
**** AKM OLS examples
* (1) AKM, no cluster
timer on 1
use "data/ADH_derived.dta", clear
reg_ss d_sh_empl_mfg, shiftshare_var(d_tradeotch_pw_lag) ///
control_varlist(t2 l_shind_manuf_cbp reg_encen reg_escen reg_midatl reg_mount reg_pacif reg_satl reg_wncen reg_wscen l_sh_popedu_c l_sh_popfborn l_sh_empl_f l_sh_routine33 l_task_outsource) ///
share_varlist(emp_share1-emp_share770) weight_var(weight) alpha(0.05)
timer off 1
timer list 1
* (2) AKM0, no cluster
timer on 2
use "data/ADH_derived.dta", clear
reg_ss d_sh_empl_mfg, shiftshare_var(d_tradeotch_pw_lag) ///
control_varlist(t2 l_shind_manuf_cbp reg_encen reg_escen reg_midatl reg_mount reg_pacif reg_satl reg_wncen reg_wscen l_sh_popedu_c l_sh_popfborn l_sh_empl_f l_sh_routine33 l_task_outsource) ///
share_varlist(emp_share1-emp_share770) weight_var(weight) alpha(0.05) akmtype(0)
timer off 2
timer list 2
* (3) AKM, cluster
timer on 3
use "data/ADH_derived.dta", clear
reg_ss d_sh_empl_mfg, shiftshare_var(d_tradeotch_pw_lag) ///
control_varlist(t2 l_shind_manuf_cbp reg_encen reg_escen reg_midatl reg_mount reg_pacif reg_satl reg_wncen reg_wscen l_sh_popedu_c l_sh_popfborn l_sh_empl_f l_sh_routine33 l_task_outsource) ///
share_varlist(emp_share1-emp_share770) weight_var(weight) alpha(0.05) akmtype(1) path_cluster("data/sector_derived.dta") cluster_var(sec_3d)
timer off 3
timer list 3
* (4) AKM0, cluster
timer on 4
use "data/ADH_derived.dta", clear
reg_ss d_sh_empl_mfg, shiftshare_var(d_tradeotch_pw_lag) ///
control_varlist(t2 l_shind_manuf_cbp reg_encen reg_escen reg_midatl reg_mount reg_pacif reg_satl reg_wncen reg_wscen l_sh_popedu_c l_sh_popfborn l_sh_empl_f l_sh_routine33 l_task_outsource) ///
share_varlist(emp_share1-emp_share770) weight_var(weight) alpha(0.05) akmtype(0) path_cluster("data/sector_derived.dta") cluster_var(sec_3d)
timer off 4
timer list 4
**** AKM IV examples
* (1) AKM, no cluster
timer on 5
use "data/ADH_derived.dta", clear
ivreg_ss d_sh_empl_mfg, endogenous_var(d_tradeusch_pw) shiftshare_iv(d_tradeotch_pw_lag) ///
control_varlist(t2 l_shind_manuf_cbp reg_encen reg_escen reg_midatl reg_mount reg_pacif reg_satl reg_wncen reg_wscen l_sh_popedu_c l_sh_popfborn l_sh_empl_f l_sh_routine33 l_task_outsource) ///
share_varlist(emp_share1-emp_share770) weight_var(weight) alpha(0.05) akmtype(1)
timer off 5
timer list 5
* (2) AKM0, no cluster
timer on 6
use "data/ADH_derived.dta", clear
ivreg_ss d_sh_empl_mfg, endogenous_var(d_tradeusch_pw) shiftshare_iv(d_tradeotch_pw_lag) ///
control_varlist(t2 l_shind_manuf_cbp reg_encen reg_escen reg_midatl reg_mount reg_pacif reg_satl reg_wncen reg_wscen l_sh_popedu_c l_sh_popfborn l_sh_empl_f l_sh_routine33 l_task_outsource) ///
share_varlist(emp_share1-emp_share770) weight_var(weight) alpha(0.05) akmtype(0) beta0(0)
timer off 6
timer list 6
* (3) AKM, cluster
timer on 7
use "data/ADH_derived.dta", clear
ivreg_ss d_sh_empl_mfg, endogenous_var(d_tradeusch_pw) shiftshare_iv(d_tradeotch_pw_lag) ///
control_varlist(t2 l_shind_manuf_cbp reg_encen reg_escen reg_midatl reg_mount reg_pacif reg_satl reg_wncen reg_wscen l_sh_popedu_c l_sh_popfborn l_sh_empl_f l_sh_routine33 l_task_outsource) ///
share_varlist(emp_share1-emp_share770) weight_var(weight) alpha(0.05) akmtype(1) path_cluster("data/sector_derived.dta") cluster_var(sec_3d)
timer off 7
timer list 7
* (4) AKM0, cluster
timer on 8
use "data/ADH_derived.dta", clear
ivreg_ss d_sh_empl_mfg, endogenous_var(d_tradeusch_pw) shiftshare_iv(d_tradeotch_pw_lag) ///
control_varlist(t2 l_shind_manuf_cbp reg_encen reg_escen reg_midatl reg_mount reg_pacif reg_satl reg_wncen reg_wscen l_sh_popedu_c l_sh_popfborn l_sh_empl_f l_sh_routine33 l_task_outsource) ///
share_varlist(emp_share1-emp_share770) weight_var(weight) alpha(0.05) akmtype(0) beta0(0) path_cluster("data/sector_derived.dta") cluster_var(sec_3d)
timer off 8
timer list 8
** Use d_sh_empl as outcome
* (1) OLS AKM cluster
use "data/ADH_derived.dta", clear
reg_ss d_sh_empl, shiftshare_var(d_tradeotch_pw_lag) ///
control_varlist(t2 l_shind_manuf_cbp reg_encen reg_escen reg_midatl reg_mount reg_pacif reg_satl reg_wncen reg_wscen l_sh_popedu_c l_sh_popfborn l_sh_empl_f l_sh_routine33 l_task_outsource) ///
share_varlist(emp_share1-emp_share770) weight_var(weight) alpha(0.05) akmtype(1) path_cluster("data/sector_derived.dta") cluster_var(sec_3d)
* (2） OLS AKM0 cluster
use "data/ADH_derived.dta", clear
reg_ss d_sh_empl, shiftshare_var(d_tradeotch_pw_lag) ///
control_varlist(t2 l_shind_manuf_cbp reg_encen reg_escen reg_midatl reg_mount reg_pacif reg_satl reg_wncen reg_wscen l_sh_popedu_c l_sh_popfborn l_sh_empl_f l_sh_routine33 l_task_outsource) ///
share_varlist(emp_share1-emp_share770) weight_var(weight) alpha(0.05) akmtype(0) path_cluster("data/sector_derived.dta") cluster_var(sec_3d)
* (3) IV AKM cluster
use "data/ADH_derived.dta", clear
ivreg_ss d_sh_empl, endogenous_var(d_tradeusch_pw) shiftshare_iv(d_tradeotch_pw_lag) ///
control_varlist(t2 l_shind_manuf_cbp reg_encen reg_escen reg_midatl reg_mount reg_pacif reg_satl reg_wncen reg_wscen l_sh_popedu_c l_sh_popfborn l_sh_empl_f l_sh_routine33 l_task_outsource) ///
share_varlist(emp_share1-emp_share770) weight_var(weight) alpha(0.05) akmtype(1) beta0(0) path_cluster("data/sector_derived.dta") cluster_var(sec_3d) firststage(1)
* (4) IV AKM0 cluster
use "data/ADH_derived.dta", clear
ivreg_ss d_sh_empl, endogenous_var(d_tradeusch_pw) shiftshare_iv(d_tradeotch_pw_lag) ///
control_varlist(t2 l_shind_manuf_cbp reg_encen reg_escen reg_midatl reg_mount reg_pacif reg_satl reg_wncen reg_wscen l_sh_popedu_c l_sh_popfborn l_sh_empl_f l_sh_routine33 l_task_outsource) ///
share_varlist(emp_share1-emp_share770) weight_var(weight) alpha(0.05) akmtype(0) beta0(0) path_cluster("data/sector_derived.dta") cluster_var(sec_3d) firststage(1)
end
cap log close
main