The Inefficiency of Least Squares.
PRINCETON UNIV N J DEPT OF STATISTICS
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Two criteria are set up to judge the relative performance of the least squares estimator and the best linear unbiased estimator of beta in the linear model y X beta u where Eu 0, Euu Gamma. X and Gamma are found so that the relative performance of least squares is worst.
- Statistics and Probability