Code:
test reg
use http://fmwww.bc.edu/RePEc/bocode/o/oaxaca.dta, clear drop if lnwage==. drop if exp(lnwage)>100 gen wage=exp(lnwage) quietly sum exper, detail local max=r(max) sort wage gen id=_n expand 99 gen wage_hat=. gen wage_stressed=. bysort id:gen idq=_n forvalues q=1/99{ local fq=`q'/100 qui:qreg wage educ exper tenure female if idq==1, q(`fq') replace wage_stressed= _b[_cons] + _b[educ]*educ + _b[exper]*`max' + _b[tenure]*tenure + _b[female]*female if idq==`q' capture drop aux predict aux replace wage_hat=aux if idq==`q } two kdensity wage if idq==1 || kdensity wage_hat || kdensity wage_stressed, legend(order(1 "original Wage distribution" 2 "Predicted Wage distribution" 3 "Stressed Wage distribution"))
Comment