A general autoregressive model with Markov switching: Estimation and consistency |
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Authors: | Y Xie J Yu B Ranneby |
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Institution: | 1. Center of Biostochastics, Swedish University of Agricultural Sciences, Ume?, Sweden
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Abstract: | In this paper, a general autoregressive model with Markov switching is considered, where the autoregression may be of an infinite
order. The consistency of the maximum likelihood estimators for this model is obtained under regularity assumptions. Examples
of finite and infinite order autoregressive models with Markov switching are discussed. Simulation studies with these examples
illustrate the consistency and asymptotic normality of the estimators.
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Keywords: | asymptotic normality consistency general autoregressive model Markov switching MLE |
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