What are the Gauss–Markov conditions that should hold for estimator to be BLUE ?
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The Gauss Markov theorem tells us that if a certain set of assumptions are met, the ordinary least squares estimate for regression coefficients gives you the best linear unbiased estimate (BLUE) possible.
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