New approach of directional dependence in exchange markets using generalized FGM copula function

Yoon Sung Jung, Jong Min Kim, Jinhwa Kim

Research output: Contribution to journalArticlepeer-review

15 Scopus citations

Abstract

This article presents an application of copula methodology in exchange markets. In this article, we consider the concept of directional dependence given by Sungur (2005). We also consider and study directional dependence for generalized Farlie-Gumbel-Morgenstern (FGM) distributions, which are a member of the Rodríguez-Lallena and Úbeda-Flores (2004) family, C(u, v) = uv + f(u)g(v). Examples of the generalized FGM distributions are provided with exchange market data of the Euro, Canadian dollar, Korean Won, Japanese Yen, and Hong Kong dollar against the U.S. dollar.

Original languageEnglish (US)
Pages (from-to)772-788
Number of pages17
JournalCommunications in Statistics: Simulation and Computation
Volume37
Issue number4
DOIs
StatePublished - Apr 2008

Keywords

  • Copulas
  • Directional dependence
  • Exchange markets
  • Generalized FGM family
  • MLE
  • Regression function

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