The all-pole model is theoretically stable

The purpose of this correspondence is to point out that the all-pole model is closely related to the theory of polynomials orthogonal on the unit circle, that it is theoretically strictly stable, and that the recursive computation scheme of Levinson follows directly from the theory of orthogonal polynomials.