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Change point detection in SCOMDY models
Authors:Okyoung Na  Jiyeon Lee  Sangyeol Lee
Institution:1. Department of Applied Information Statistics, Kyonggi University, Suwon, 443-760, Korea
2. Department of Statistics, Seoul National University, Seoul, 151-747, Korea
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.
Keywords:
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