Multiplication givesThe vector is an eigenvector with eigenvalue one. On the plane spanned by the orthonormal pair , the matrix isIts eigenvalues are the roots of , namelyFor either root, an eigenvector is . ThereforeThese positive eigenvalues are the squared singular values of .
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