Recursive computation of the invariant measure of a stochastic differential equation driven by a Lévy process

Authors
Citation
Panloup, Fabien, Recursive computation of the invariant measure of a stochastic differential equation driven by a Lévy process, Annals of applied probability , 18(2), 2008, pp. 379-426
ISSN journal
10505164
Volume
18
Issue
2
Year of publication
2008
Pages
379 - 426
Database
ACNP
SICI code
Abstract
We study some recursive procedures based on exact or approximate Euler schemes with decreasing step to compute the invariant measure of Lévy driven SDEs. We prove the convergence of these procedures toward the invariant measure under weak conditions on the moment of the Lévy process and on the mean-reverting of the dynamical system. We also show that an a.s. CLT for stable processes can be derived from our main results. Finally, we illustrate our results by several simulations.