Interpreting the variance of the OLS estimator
Problem
Explain why we want \(Var\left( b_2 \mid x \right)\) to be as low as possible.
Solution
\(Var\left( b_2 \mid x \right)\) is a measure of the precision in our estimate of \(b_2\) . The lower the variance, the better the precision.