Note concerning the Akaike and Hannan estimation procedures for an autoregressive-moving average process

Abstract

We demonstrate that the estimator proposed by Akaike (1973) is exactly the first step of a Gauss-Newton algorithm applied to the exponent of a Gaussian likelihood and show its relationship to the estimator proposed by Hannan (1969).