New copulas and their applications to symmetrizations of bivariate copulas
Mohamed El Maazouz, Ahmed Sani

TL;DR
This paper introduces new copulas derived from perturbation theory to facilitate symmetrization of asymmetric copulas, explores properties of the symmetrized versions, and examines families with prescribed symmetrizations, including topological aspects of symmetric copulas.
Contribution
It presents novel copulas based on perturbation theory and analyzes their properties and applications in symmetrization, including topological insights into symmetric copulas.
Findings
New copulas based on perturbation theory are introduced.
Properties of symmetrized copulas are characterized.
The topological structure of symmetric copulas is studied.
Abstract
New copulas, based on perturbation theory, are introduced to clarify a \emph{symmetrization} procedure for asymmetric copulas. We give also some properties of the \emph{symmetrized} copula. Finally, we examine families of copulas with a prescribed symmetrized one. By the way, we study topologically, the set of all symmetric copulas and give some of its classical and new properties.
Peer Reviews
No public reviews on file for this paper yet. If you reviewed it on a platform where reviews are public (OpenReview, ICLR, NeurIPS, ICML), you can paste yours below so the community can read it here.
Videos
No videos yet. Explain this paper in a talk, walkthrough, or lecture? Add one.
Taxonomy
TopicsFinancial Risk and Volatility Modeling · Stochastic processes and financial applications · Probability and Risk Models
