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Original Articles

Assessing dependence changes using nonparametric methods

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Pages 397-401 | Published online: 14 Nov 2007
 

Abstract

This article examines the change in the dependence between two emerging equity markets (Korean and Thai) returns due to July 1997-financial crisis. The nonparametric chi- and K-plots reveal that these two markets were largely independent before the crisis and became significantly dependent in the post-crisis period. These results indicate that the benefit of international portfolio diversification would be eroded after these emerging markets experience major crises. Further, we find that the dependence in the post-crisis period can be captures by the Gumbel copula. The chi- and K-plots can be used as a guide to choosing a suitable copula before embarking on parametric modelling and estimating exercise.

Acknowledgements

The authors wish to thank Clive Granger, Allan Timmermman and Ser-Hung Poon for their comments on the article. The authors extend their sincere thanks to Christian Genest for providing S-Plus code to generate K-plots and for his helpful comments.

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