Multiple Regression Analysis: Inference. Assumptions of the Classical Linear Model (CLM). Given the Gauss-Markov assumptions, OLS is BLUE. Beyond the Gauss-Markov assumptions, we need another assumption to conduct tests of hypotheses (inference).

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