Asymptotic behaviour of exponential functionals of Lévy processes with applications to random processes in random environment

preprint2016arXivOpen access

Abstract

Let ξ=(ξt,t≥0)ξ=(ξ_t, t\ge 0) be a real-valued Lévy process and define its associated exponential functional as follows It(ξ):=∫0texp⁡{−ξs}ds,t≥0. I_t(ξ):=\int_0^t \exp\{-ξ_s\}{\rm d} s, \qquad t\ge 0. Motivated by important applications to stochastic processes in random environment, we study the asymptotic behaviour of E[F(It(ξ))]ast→∞, \mathbb{E}\Big[F\big(I_t(ξ)\big)\Big] \qquad \textrm{as}\qquad t\to \infty, where FF is a non-increasing function with polynomial decay at infinity and under some exponential moment conditions on ξξ. In particular, we find five different regimes that depend on the shape of the Laplace exponent of ξξ. Our proof relies on a discretisation of the exponential functional It(ξ)I_t(ξ) and is closely related to the behaviour of functionals of semi-direct products of random variables. We apply our main result to three {questions} associated to stochastic processes in random environment. We first consider the asymptotic behaviour of extinction and explosion for {stable} continuous state branching processes in a Lévy random environment. Secondly, we {focus on} the asymptotic behaviour of the mean of a population model with competition in a Lévy random environment and finally, we study the tail behaviour of the maximum of a diffusion process in a Lévy random environment.

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