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Show that if XX is in correlation form, is the diagonal matrix of eigenvalues of XX, and T is the corresponding matrix of eigenvectors, then

Show that if XX is in correlation form, is the diagonal matrix of eigenvalues of XX, and T is the corresponding matrix of eigenvectors, then the variance ination factors are the main diagonal elements of T(1)T

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