Stochastic Dependence Modelling Using Conditional Elliptical Processes

  •  Diakarya Barro    
  •  Simplice Dossou-Gbété    
  •  Saliou Diouf    


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.

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