Question: Let Y = (Yu ...,Yn)' be normally distributed n vector with zero means and covariance matrix I (n x n identity matrix) and let X

Let Y = (Yu ...,Yn)' be normally distributed n vector with zero means and covariance matrix I (n x n identity matrix) and let X be a n x p matrix of rank p(

(a) Y'(I - X ( X ' X ) ~ lX ' )

Y and

(b) Y ' X ( X ' X ) - lX ’Y.

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