Omitted Variables

Unobserved Effects Panel Data Models
Under OLS, omitted variable enters the error term.

Random Effects assumes that the omitted variable is orthogonal to x and then accounts for the implied serial correlation using GLS.

Fixed Effects allows for correlation between omitted variable and x by removing the omitted time invariant effect by demeaning.