15 . What result is proved by the Gauss - Markov theorem ? A ) That OLS gives biased coefficient estimates B ) That OLS estimator is the best estimator ( ) That OLS estimator has the smallest variance of all linear and unbiased estimators D ) That OLS ensures that the errors are distributed normally