Code:
capture program drop model_select program define model_select, sclass syntax, cenyear(integer) filename(string) ** Read use "${DATA}/dta/`filename'", clear ** FE ID's egen state_year = group(state_code_`cenyear' year) egen distid = group(c_code_`cenyear') ** Controls local weather temperature_mean rainfall_mean ** Residualize reghdfe capgw_dist_cum capgw_state_cum_pred, /// a(c_code_`cenyear'_num month state_code_`cenyear'_num#year) /// vce(cl state_code_`cenyear'_num#year) residuals(resid_capgw_dist_cum) ** Standard LASSO (K-Fold CV) lassoregress resid_capgw_dist_cum psc_* sreturn local lasso_ivs "`e(varlist_nonzero)'" ** RLASSO (Heteroskedasticity-Robust) rlasso capgw_dist_cum psc_* /// i.distid i.month i.state_year capgw_state_cum_pred `weather', robust /// partial(i.distid i.month i.state_year capgw_state_cum_pred) /// pnotpen(`weather') cluster(state_year) supscore sreturn local rlasso_ivs "`e(selected)'" end
Code:
foreach model in lasso_ivs rlasso_ivs { reghdfe so2_ln capgw_state_cum_pred /// (capgw_dist_cum = " `s(`model')' "), /// a(c_code_2011_num month state_code_2011_num#year) vce(cl state_code_2011_num#year old
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