We let E be the q × q matrix whose columns are the eigenvectors corresponding to the eigenvalues. (iii) Then E T X r s : t T X r s : t E = D λ , where D λ is the diagonal matrix of the eigenvalues λ i , stored in vector λ , and E T E = E E T = I , where...