中文

On the absolute continuity of L\'{e}vy processes with drift

概率论 2007-05-23 v1

摘要

We consider the problem of absolute continuity for the one-dimensional SDE Xt=x+0ta(Xs)ds+Zt,X_t=x+\int_0^ta(X_s) ds+Z_t, where ZZ is a real L\'{e}vy process without Brownian part and aa a function of class C1\mathcal{C}^1 with bounded derivative. Using an elementary stratification method, we show that if the drift aa is monotonous at the initial point xx, then XtX_t is absolutely continuous for every t>0t>0 if and only if ZZ jumps infinitely often. This means that the drift term has a regularizing effect, since ZtZ_t itself may not have a density. We also prove that when ZtZ_t is absolutely continuous, then the same holds for XtX_t, in full generality on aa and at every fixed time tt. These results are then extended to a larger class of elliptic jump processes, yielding an optimal criterion on the driving Poisson measure for their absolute continuity.

引用

@article{arxiv.math/0606783,
  title  = {On the absolute continuity of L\'{e}vy processes with drift},
  author = {Ivan Nourdin and Thomas Simon},
  journal= {arXiv preprint arXiv:math/0606783},
  year   = {2007}
}

备注

Published at http://dx.doi.org/10.1214/009117905000000620 in the Annals of Probability (http://www.imstat.org/aop/) by the Institute of Mathematical Statistics (http://www.imstat.org)