Article ID Journal Published Year Pages File Type
1153701 Statistics & Probability Letters 2009 7 Pages PDF
Abstract

This paper studies periodic stationarity of a random coefficient periodic autoregression (RCPAR)(RCPAR) which generalizes the standard random coefficient autoregressive (RCAR)(RCAR) model to the case where the deterministic parameters and the disturbance variances are periodically time-varying. Sufficient conditions for the existence of a (strictly and second-order) periodically stationary solution to the RCPARRCPAR equation are proposed. As an application, we study periodic stationarity of a class of periodic bilinear models and a periodic autoregression with periodic ARCHARCH errors.

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Physical Sciences and Engineering Mathematics Statistics and Probability
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