pause on
use GPA3
reg cumgpa sat verbmath hssize hsrank female black football
predict gpahat 
predict uhat, resid
gen satu=sat*uhat
gen fbu=football*uhat
sum uhat satu fbu
pause
sum gpahat cumgpa
pause
reg uhat gpahat