A method for testing the order of an autoregressive-moving average process

Abstract

A procedure is suggested for testing the order of an autoregressive-moving average process which is based on the same set of residual serial correlations as the Box-Pierce test. However, the present method has advantages in terms of its sensitivity to discriminating between alternative models.