Copulas with Directional Dependence Property
In this article, we introduce a new way of generating copulas with the directional dependence property based on the logistic regression. The studied class of copulas leads to nonsymmetrical copula structures, therefore allowing for the development of various directional dependence models. The setup introduced in the research can be easily adapted to wide range of dependence modeling applications.
Key words Conditional Copulas, Directional Dependence, Logistic Regression, Principal Component Analysis.