Prove the result that the R 2 associated with a restricted least squares estimator is never larger
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Prove the result that the R^{2} associated with a restricted least squares estimator is never larger than that associated with the unrestricted least squares estimator. Conclude that imposing restrictions never improves the fit of the regression.
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