Residuals for limited dependent variable models

Abstract

General residual expressions based on likelihood equations are given for regression models with censoring or truncation on the endogenous variable. Using nonparametric density estimation such general expressions may be used to obtain residuals for models estimated by, e.g., semiparametric estimators. The suggested approach is illustrated by numerical examples.