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Lévy copulas: a probabilistic point of view

Abstract

There is a one-to-one correspondence between L\'{e}vy copulas and proper copulas. The correspondence relies on a relationship between L\'{e}vy copulas sitting on [0,+]d[0,+\infty]^d and max-id distributions. The max-id distributions are defined with respect to a partial order that is compatible with the inclusion of sets bounded away from the origin. An important consequence of the result is the possibility to define parametric L\'{e}vy copulas as mirror images of proper parametric copulas. For example, proper Archimedean copulas are generated by functions that are Williamson dd-transforms of the cdf of the radial component of random vectors with exchangeable distributions FRF_{R}. In contrast, the generators of Archimedean L\'{e}vy copulas are Williamson dd-transforms of log(1FR)-\log(1-F_{R}).

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