Newey, Whitney K. - In: Econometric Theory 10 (1994) 01, pp. 1-28
Two-step estimators, where the first step is the predicted value from a nonparametric regression, are useful in many contexts. Examples include a non-parametric residual variance, probit with nonparametric generated regressors, efficient GMM estimation with randomly missing data,...