Stochastic Dependence Modelling Using Conditional Elliptical Processes
- Diakarya Barro
- Simplice Dossou-Gbété
- Saliou Diouf
Abstract
The class of elliptical structures includes a vast field of known symmetric distributions and copulas. This article investigates the properties of the copula underlying a stochastic elliptical process in conditional context. Specifically we characterize the conditional high dimensional copulas of the elliptical process both in non-spatial framework and for space-varying models. A spatial conditional measure is constructed to model the joint dependence of these copulas and distributions with applications to the three most known elliptical structures.- Full Text: PDF
- DOI:10.5539/jmr.v4n6p130
This work is licensed under a Creative Commons Attribution 4.0 License.
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