Complex Systems in Finance and Econometrics 2009
DOI: 10.1007/978-1-4419-7701-4_4
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Bayesian Methods in Non-linear Time Series

Abstract: This paper reviews the analysis of the threshold autoregressive, smooth threshold autoregressive, and Markov switching autoregressive models from the Bayesian perspective. For each model we start by describing a baseline model and discussing possible extensions and applications. Then we review the choice of prior, inference, tests against the linear hypothesis, and conclude with models selection. A short discussion of recent progress in incorporating regime changes into theoretical macroeconomic models conclud… Show more

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Cited by 2 publications
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