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New families of copulas based on periodic functions

Research output: Contribution to journalArticlepeer-review

Abstract

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.

Original languageEnglish
Pages (from-to)1437-1447
Number of pages11
JournalCommunications in Statistics - Theory and Methods
Volume34
Issue number7
DOIs
Publication statusPublished - 15 Aug 2005

Keywords

  • Archimedean copula
  • Copula functions
  • Dependence modeling
  • Gaussian copula
  • Periodic copula
  • Schur functions
  • Simulation

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