Unobserved Effects Panel Data Models[edit | edit source]

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.

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