On regression with estimated covariates and conditional effects given the propensity score
Motivated by the study of heterogeneous returns to education in Brand&Xie 2010, which considers how the effect of completing college on earnings varies with the (unknown) probability of completing college, we analyze the problem of estimating a nonparametric regression function when certain covariates are estimated in...