The transition matrices of periodic Markov chains have eigenvalues on the unit circle.
spectral factorization so that both the AR and MA roots will lie within the unit circle.
We will now stabilize the AR model by moving these roots to the unit circle.
The NL SF algorithm adds full spectral factorization so that both the AR and MA roots will lie within the unit circle.