%0 Report %A Buddelmeyer, Hielke %A Jensen, Paul H. %A Oguzoglu, Umut %A Webster, Elizabeth %T Fixed Effects Bias in Panel Data Estimators %D 2008 %8 2008 May %I Institute of Labor Economics (IZA) %C Bonn %7 IZA Discussion Paper %N 3487 %U https://www.iza.org/publications/dp3487 %X Since little is known about the degree of bias in estimated fixed effects in panel data models, we run Monte Carlo simulations on a range of different estimators. We find that Anderson-Hsiao IV, Kiviet’s bias-corrected LSDV and GMM estimators all perform well in both short and long panels. However, OLS outperforms the other estimators when the following holds: the cross-section is small (N = 20), the time dimension is short (T = 5) and the coefficient on the lagged dependent variable is large (γ = 0.8). %K fixed effects %K panel data %K LSDV %K dynamic model