Basic Statistics I Studied

Gauss–Markov Theorem and the Proof of BLUE [Basic Statistics I Studied #11]

Digging into what OLS actually guarantees — the 5 assumptions behind linear regression and why they make your estimates BLUE according to the Gauss-Markov theorem.