This paper considers estimation and inference in fixed effects (FE) panel regression models with lagged dependent … generalization of the Nickell type bias derived in the literature for the pure dynamic panel data models. It shows that in the … sufficiently small. To deal with the bias and size distortion of FE estimator when NN is large relative to TT, the use of half-panel …