A note on estimating autoregressive-moving average order

Abstract

Summary A method for the estimation of parameters and model orders in an autoregressive-moving average system was introduced by Hannan & Rissanen (1982). That method may overestimate the model orders. Here an information theoretic order estimation procedure is introduced and shown to be consistent. Simulations show that the method performs well for moderate sample sizes.