On partially observed jump diffusions II. The filtering density
Probability
2023-07-20 v2 Optimization and Control
Abstract
A partially observed jump diffusion given by a stochastic differential equation driven by Wiener processes and Poisson martingale measures is considered when the coefficients of the equation satisfy appropriate Lipschitz and growth conditions. Under general conditions it is shown that the conditional density of the unobserved component given the observations exists and belongs to if the conditional density of given exists and belongs to .
Cite
@article{arxiv.2205.14534,
title = {On partially observed jump diffusions II. The filtering density},
author = {Alexander Davie and Fabian Germ and István Gyöngy},
journal= {arXiv preprint arXiv:2205.14534},
year = {2023}
}
Comments
In version 2 of this article the main theorem has been generalised