Question: The OLS estimators are also efficient. Here, efficiency means that among all estimators whose formulas are linear in the dependent variable, the OLS estimator has

The OLS estimators are also efficient. Here, efficiency means that among all estimators whose formulas are linear in the dependent variable, the OLS estimator has the smallest variance. It therefore has the greatest “power” for rejecting the null hypothesis that a coefficient is zero.

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