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We compute the Newton step for the characteristic polynomial and for the even and odd characteristic polynomials of a symmetric positive definite Toeplitz matrix as the reciprocal of the trace of an appropriate matrix. We show that, after the Yule-Walker equations are solved, this trace can be computed in 0(n) additional arithmetic operations, which is in contrast to existing methods, which rely on a recursion, requiring O(n 2 ) additional arithmetic operations.

Computation of the Newton step for the even and odd characteristic polynomials of a symmetric positive definite Toeplitz matrix