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 language | English (US) |
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Pages (from-to) | 772-788 |
Number of pages | 17 |
Journal | Communications in Statistics: Simulation and Computation |
Volume | 37 |
Issue number | 4 |
DOIs | |
State | Published - Apr 2008 |
Keywords
- Copulas
- Directional dependence
- Exchange markets
- Generalized FGM family
- MLE
- Regression function