An orthogonal transformation to the eigenvectors preserves distance from the centre and writes the surface as . It is an ellipsoid with semi-axes . ThereforeThe original axis is one of the eigen-directions with eigenvalue one, and the centre has . Consequently , attained when the other centred coordinates vanish, so .
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