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Consider two full rank linear models y = X 1 1 + l and y = X + 2 , where

Consider two full rank linear models y = X 1 γ 1 + ε l and y = X β + ε 2 , where all predictors in the first model (γ 1 ) are also contained in the second model (β). Show that the SS Res for the first model is at least the SS Res for the second model.

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