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Distorted Copulas: Constructions and Tail Dependence
Authors:Fabrizio Durante  Rachele Foschi  Peter Sarkoci
Affiliation:1. Department of Knowledge-Based Mathematical Systems , Johannes Kepler University , Linz, Austria fabrizio.durante@jku.at;3. Dipartimento di Matematica , Università degli Studi di Roma “La Sapienza” , Rome, Italy;4. Department of Knowledge-Based Mathematical Systems , Johannes Kepler University , Linz, Austria
Abstract:
Given a copula C, we examine under which conditions on an order isomorphism ψ of [0, 1] the distortion C ψ: [0, 1]2 → [0, 1], C ψ(x, y) = ψ{C?1(x), ψ?1(y)]} is again a copula. In particular, when the copula C is totally positive of order 2, we give a sufficient condition on ψ that ensures that any distortion of C by means of ψ is again a copula. The presented results allow us to introduce in a more flexible way families of copulas exhibiting different behavior in the tails.
Keywords:Copula  Distorted probability  Isomorphic transformation  Tail dependence  TP2 property
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