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Time-Series Model With Periodic Stochastic Regime Switching

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  • Ghysels, Eric

Abstract

We present a class of stochastic regime-switching models. The time-series models may have periodic transition probabilities and the drifts may be seasonal. In the latter case, the model exhibits seasonal dummy variation that may change with the regime. The processes entail nontrivial interactions between so-called business and seasonal cycles. We discuss the stochastic properties as well as their relationship with periodic ARMA processes. Estimation and testing are also discussed in detail.

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  • Ghysels, Eric, 2000. "Time-Series Model With Periodic Stochastic Regime Switching," Macroeconomic Dynamics, Cambridge University Press, vol. 4(4), pages 467-486, December.
    • Handle: RePEc:cup:macdyn:v:4:y:2000:i:04:p:467-486_01
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    Cited by:

    1. Aknouche, Abdelhakim, 2024. "Periodically homogeneous Markov chains: The discrete state space case," MPRA Paper 122287, University Library of Munich, Germany.

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