Order Selection for Non-Stationary AR Models by Predictive Least-Squares

Mohamed L. Hambaba · 1989

We present a new criterion for selecting the order of a non-stationary AR model. It is based on the predictive least-squares principles and is implemented in a computational efficient way by predictive lattice filters. We prove the consistency of the criterion.

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