I am trying to determine if there is possibility unmeasured bias in my model. I have a continuous dep variable and binary ind variable which is TREATED (0/1). I want to determine if I have unmeasured bias. I don't have proc qlim so I need to create an inverse Mills ratio and run it through a GLM.
I first create a PROBIT model and output the estimated probabilities (prob) of being treated.