Question: Refer to Example 17.2, where X (J | X). a. Show that the square of the sample correlation coefficient based on the vector of observations

Refer to Example 17.2, where X (J | X).

a. Show that the square of the sample correlation coefficient based on the vector of observations y and the vector of predicted values is equal to R

b. Show that the least squares estimate maximizes this correlation in the class of predictors of the form = xa.

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