Canonical RDEs and general semimartingales as rough paths
Abstract
In the spirit of Marcus canonical stochastic differential equations, we study a similar notion of rough differential equations (RDEs), notably dropping the assumption of continuity prevalent in the rough path literature. A new metric is exhibited in which the solution map is a continuous function of the driving rough path and a so-called path function, which directly models the effect of the jump on the system. In a second part, we show that general multidimensional semimartingales admit canonically defined rough path lifts. An extension of L\'epingle's BDG inequality to this setting is given, and in turn leads to a number of novel limit theorems for semimartingale driven differential equations, both in law and in probability, conveniently phrased via Kurtz-Protter's uniformly-controlled-variations (UCV) condition. A number of examples illustrate the scope of our results.
Cite
@article{arxiv.1704.08053,
title = {Canonical RDEs and general semimartingales as rough paths},
author = {Ilya Chevyrev and Peter K. Friz},
journal= {arXiv preprint arXiv:1704.08053},
year = {2019}
}
Comments
Added details to several sections. Accepted version to appear in Annals of Probability