OLS Properties & Assumptions Data is generated by a linear model $X$ is non-stochastic and finite rank $(X) = k < n$ $\textsf{E}(u) = 0$ $\textsf{E}(uu’) = \sigma^2I_n\:, \: \sigma^2 \in (0, \infty)$