Algebraic Structures and Stochastic Differential Equations driven by Levy processes
Probability
2019-04-24 v3
Abstract
We construct an efficient integrator for stochastic differential systems driven by Levy processes. An efficient integrator is a strong approximation that is more accurate than the corresponding stochastic Taylor approximation, to all orders and independent of the governing vector fields. This holds provided the driving processes possess moments of all orders and the vector fields are sufficiently smooth. Moreover the efficient integrator in question is optimal within a broad class of perturbations for half-integer global root mean-square orders of convergence. We obtain these results using the quasi-shuffle algebra of multiple iterated integrals of independent Levy processes.
Cite
@article{arxiv.1601.04880,
title = {Algebraic Structures and Stochastic Differential Equations driven by Levy processes},
author = {Charles Curry and Kurusch Ebrahimi-Fard and Simon J. A. Malham and Anke Wiese},
journal= {arXiv preprint arXiv:1601.04880},
year = {2019}
}
Comments
41 pages, 11 figures