Asymptotic behaviour of exponential functionals of L\'evy processes with applications to random processes in random environment
Abstract
Let be a real-valued L\'evy process and define its associated exponential functional as follows Motivated by important applications to stochastic processes in random environment, we study the asymptotic behaviour of where is a non-increasing function with polynomial decay at infinity and under some exponential moment conditions on . In particular, we find five different regimes that depend on the shape of the Laplace exponent of . Our proof relies on a discretisation of the exponential functional 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 L\'evy random environment. Secondly, we {focus on} the asymptotic behaviour of the mean of a population model with competition in a L\'evy random environment and finally, we study the tail behaviour of the maximum of a diffusion process in a L\'evy random environment.
Cite
@article{arxiv.1601.03463,
title = {Asymptotic behaviour of exponential functionals of L\'evy processes with applications to random processes in random environment},
author = {Sandra Palau and Juan Carlos Pardo and Charline Smadi},
journal= {arXiv preprint arXiv:1601.03463},
year = {2016}
}
Comments
arXiv admin note: text overlap with arXiv:1512.07691, arXiv:math/0511265 by other authors. Results are improved