$L^p$-Wasserstein distance for stochastic differential equations driven by L\'{e}vy processes
Statistics Theory
2016-03-18 v1 Statistics Theory
Abstract
Coupling by reflection mixed with synchronous coupling is constructed for a class of stochastic differential equations (SDEs) driven by L\'{e}vy noises. As an application, we establish the exponential contractivity of the associated semigroups with respect to the standard -Wasserstein distance for all . In particular, consider the following SDE: where is a symmetric -stable process on with . We show that if the drift term satisfies that for any , holds with some positive constants , , and , then there is a constant such that for all , and ,
Cite
@article{arxiv.1603.05484,
title = {$L^p$-Wasserstein distance for stochastic differential equations driven by L\'{e}vy processes},
author = {Jian Wang},
journal= {arXiv preprint arXiv:1603.05484},
year = {2016}
}
Comments
Published at http://dx.doi.org/10.3150/15-BEJ705 in the Bernoulli (http://isi.cbs.nl/bernoulli/) by the International Statistical Institute/Bernoulli Society (http://isi.cbs.nl/BS/bshome.htm)