Unit roots in periodic autoregressions

Authors
Publication date 1996
Journal Journal of Time Series Analysis
Volume | Issue number 17 | 3
Pages (from-to) 221-245
Number of pages 25
Organisations
  • Faculty of Economics and Business (FEB) - Amsterdam School of Economics Research Institute (ASE-RI)
Abstract This paper analyses the presence and consequences of a unit root in periodic autoregressive models for univariate quarterly time series. First, we consider various representations of such models, including a new parametrization which facilitates imposing a unit root restriction. Next, we propose a class of likelihood ratio tests for a unit root, and we derive their asymptotic null distributions. Likelihood ratio tests for periodic parameter variation are also proposed. Finally, we analyze the impact on unit root inference of misspecifying a periodic process by a constant-parameter model.
Document type Article
Published at https://doi.org/10.1111/j.1467-9892.1996.tb00274.x
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