English

On partially observed jump diffusions III. Regularity of the filtering density

Probability 2022-11-15 v1 Analysis of PDEs

Abstract

The filtering equations associated to a partially observed jump diffusion model (Zt)t[0,T]=(Xt,Yt)t[0,T](Z_t)_{t\in [0,T]}=(X_t,Y_t)_{t\in [0,T]}, driven by Wiener processes and Poisson martingale measures are considered. Building on results from two preceding articles on the filtering equations, the regularity of the conditional density of the signal XtX_t, given observations (Ys)s[0,t](Y_s)_{s\in [0,t]}, is investigated, when the conditional density of X0X_0 given Y0Y_0 exists and belongs to a Sobolev space, and the coefficients satisfy appropriate smoothness and growth conditions.

Keywords

Cite

@article{arxiv.2211.07239,
  title  = {On partially observed jump diffusions III. Regularity of the filtering density},
  author = {Fabian Germ and István Gyöngy},
  journal= {arXiv preprint arXiv:2211.07239},
  year   = {2022}
}

Comments

43 pages

R2 v1 2026-06-28T05:47:26.816Z