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Stochastic monotonicity and the Markov product for copulas

Abstract

Given two random variables XX and YY, stochastic monotonicity describes a monotone influence of XX on YY. We prove two different characterizations of stochastically monotone 22-copulas using the isomorphism between 22-copulas and Markov operators. The first approach establishes a one-to-one correspondence between stochastically monotone copulas and monotonicity-preserving Markov operators. The second approach characterizes stochastically monotone copulas by their monotonicity property with respect to the Markov product. Applying the latter result, we identify all idempotent stochastically monotone copulas as ordinal sums of the independence copula Π\Pi.

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