Estimation in censored samples when there is heteroskedasticity

Heteroskedasticity generally leads to inconsistency of the simple estimators that correct for sample selection bias. A correction for heteroskedasticity is derived for the sample selection estimator proposed by Gronau. The correction can be applied to censored samples where the selection variable is unobserved.