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New families of copulas based on periodic functions

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Résumé

Although there exists a large variety of copula functions, only a few are practically manageable, and often the choice in dependence modeling falls on the Gaussian copula. Furthermore most copulas are exchangeable, thus implying symmetric dependence. We introduce a way to construct copulas based on periodic functions. We study the two-dimensional case based on one dependence parameter and then provide a way to extend the construction to the n-dimensional framework. We can thus construct families of copulas in dimension n and parameterized by n - 1 parameters, implying possibly asymmetric relations. Such "periodic" copulas can be simulated easily.

langue originaleAnglais
Pages (de - à)1437-1447
Nombre de pages11
journalCommunications in Statistics - Theory and Methods
Volume34
Numéro de publication7
Les DOIs
étatPublié - 15 août 2005

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