OLS as a Statistical Estimator
Published:
The companion to the linear-algebra view: here OLS is a random object, checked against unbiasedness, consistency, and efficiency, pushed through the central limit theorem to asymptotic normality, and closed with the degrees-of-freedom-corrected variance estimator that makes the t-statistic usable.