The Gauss markov theorem shows that OLS is blue . so we , of course hope and expect that our coeffcient estitames will be unbiased and minimum variance , suppose , however , that you had to choose one or the other :
a) If you had to pick one , would you rather have an unbiases non-minimum variance estimate of a biased minimum variance one ? explain your reasoning.