Panel data allows studying individual economic behavior dynamics, but traditional least squares methods don't work well for dynamic models due to serial correlation in disturbance terms. This leads to inconsistent parameter estimates in fixed effects and error components models. Small sample properties of estimators are unknown, so reliance is on asymptotic properties with growing sample size.