What "BLUE" really promises about OLS
Asked at SIG
The Gauss–Markov theorem is often quoted as "OLS is best," and candidates over-claim it.
State precisely what the theorem guarantees, under what assumptions, and, importantly, what it does not say.
Your answer
This one is open-ended. Work it through, then check your reasoning against the full solution.