Bias-corrected estimation in dynamic panel data models with heteroscedasticity

This study extends earlier results on bias-corrected estimators for the fixed-effects dynamic panel data model. We derive the inconsistency of the LSDV estimator for finite T and N large in case of both time-series and cross-section heteroscedasticity and show how to implement it in bias correction procedures.