Article ID | Journal | Published Year | Pages | File Type |
---|---|---|---|---|
6855960 | Fuzzy Sets and Systems | 2018 | 18 Pages |
Abstract
We prove a representation theorem for copulas that are (simultaneously) symmetric and radially symmetric. We use this representation theorem to propose a method to construct an n-ary symmetric function that is radially symmetric, starting from an (nâ1)-dimensional copula and an n-ary auxiliary function. We study the necessary and sufficient conditions on this auxiliary function that guarantee our construction method to result in a symmetric and radially symmetric n-dimensional copula. We examine several options for defining the auxiliary function in the trivariate case, inspired by the nesting of copulas, the lifting of copulas and product-like extensions. For each choice of auxiliary function, we provide several examples for different families of copulas.
Related Topics
Physical Sciences and Engineering
Computer Science
Artificial Intelligence
Authors
J.J. Arias-GarcÃa, H. De Meyer, B. De Baets,