Distorted Copulas: Constructions and Tail Dependence |
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Authors: | Fabrizio Durante Rachele Foschi Peter Sarkoci |
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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 |
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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[ψ?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. |
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Keywords: | Copula Distorted probability Isomorphic transformation Tail dependence TP2 property |
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