A consistent estimator for the model order of an autoregressive process

A consistent estimator for the model order of an autoregressive process is derived based on a statistical F test. Its asymptotic properties are considered. The procedure is compared with Akaike's information theoretical approach and found to result in lower model orders in general.<
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