Showing posts with label combomarginsplot margins ivregress. Show all posts
Showing posts with label combomarginsplot margins ivregress. Show all posts

Dec 5, 2025

Comparing margins from OLS and IV models

webuse hsng2, clear

sum hsngval // Get avg. and SD

// OLS
regress rent pcturban hsngval faminc i.region 
margins, at(hsngval = (32714 48484 64254)) saving(ols, replace)

// IV
ivregress 2sls rent pcturban (hsngval = faminc i.region)
margins, at(hsngval = (32714 48484 64254)) saving(iv, replace)

// Plot
combomarginsplot ols iv, labels("OLS" "IV") ///
                         title("{bf:A}", span bexpand justification(left)) ///
                         xtitle(Median housing value) ///
                         ytitle(Median gross rent) ///
                         xlabel(48484 "Avg." 64254 "+1 SD" 32714 "-1 SD") ///
                         recastci(rarea) ciopt(color(%30) lcolor(white)) ///
                         legend(pos(11) ring(0)) ///
                         scheme(lean1) name(ols_iv_predictions, replace)