Functionals of a Lévy Process on Canonical and Generic Probability Spaces

preprint2014arXivOpen access

Abstract

We develop an approach to Malliavin calculus for Lévy processes from the perspective of expressing a random variable YY by a functional FF mapping from the Skorohod space of càdlàg functions to R\mathbb{R}, such that Y=F(X)Y=F(X) where XX denotes the Lévy process. We also present a chain-rule-type application for random variables of the form f(ω,Y(ω))f(ω,Y(ω)). An important tool for these results is a technique which allows us to transfer identities proved on the canonical probability space (in the sense of Solé et al.) associated to a Lévy process with triplet (γ,σ,ν)(γ,σ,ν) to an arbitrary probability space (Ω,F,P)(Ω,\mathcal{F},\mathbb{P}) which carries a Lévy process with the same triplet.

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