A modification to the model selection strategy for mixed autoregressive-moving average order determination suggested by Hannan & Rissanen (1982) is proposed. The modification is designed to eliminate the bias discussed by Hannan & Kavalieris (1984) and involves the use of an alternative model selection criterion. Asymptotic properties of the modified procedure are established and some simulation evidence on the finite sample performance is provided.
- Autoregressive-moving average
- Model selection criterion
- Order determination