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Specification testing in Markov-switching time-series models

文件格式:Pdf 可复制性:可复制 TAG标签: Markov-switching time-series models 点击次数: 更新时间:2009-09-18 14:09
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Abstract

This paper develops a series of specification tests of Markov-switching time-series models. Tests for omitted cytocorrelation, omitted ARCH, misspecificationg of the Markovian dynamics, and omitted explanatory variables are proposed. All of the tests can be constructed as a natural byproduct of the routine used to calculate the 'smoothed' probability that a given obsrevation came from a particular regime, and do not require estimation of additional parameters. the paper performs Monte Carlo analysis of the tests and briefly illustrates their use with an empircal application.

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