Change point detection in SCOMDY models |
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Authors: | Okyoung Na Jiyeon Lee Sangyeol Lee |
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Institution: | 1. Department of Applied Information Statistics, Kyonggi University, Suwon, 443-760, Korea 2. Department of Statistics, Seoul National University, Seoul, 151-747, Korea
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Abstract: | In this article, we consider the problem of testing for a copula parameter change in semiparametric copula-based multivariate dynamic models which cover ARMA-GARCH models. We construct the test statistics based on a pseudo MLE of the copula parameter and derive its limiting null distribution. Simulation results are provided for illustration. |
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