Simple procedures for testing autoregressive versus moving average errors in regression models

Citation
Cr. Mckenzie et al., Simple procedures for testing autoregressive versus moving average errors in regression models, JPN ECON R, 50(3), 1999, pp. 239-252
Citations number
29
Categorie Soggetti
Economics
Journal title
JAPANESE ECONOMIC REVIEW
ISSN journal
13524739 → ACNP
Volume
50
Issue
3
Year of publication
1999
Pages
239 - 252
Database
ISI
SICI code
1352-4739(199909)50:3<239:SPFTAV>2.0.ZU;2-E
Abstract
This paper develops several simple separate (or non-nested) procedures for testing autoregressive versus moving average errors in regression models. T hese asymptotically valid tests are straightforward to calculate: after est imating both models by maximum likelihood methods, the procedure involves t esting the significance of variables added to a linearized version of the n ull model, the added variables being the predictions, or the residuals from the specified alternative model, or the difference of the predictions of t he two models. Some small sample evidence on the properties of the tests is presented, as is an empirical application on the Australian unexpected inf lation rate series. JEL Classification Numbers: C12, C22, C52, E31.