Weak existence and uniqueness for affine stochastic Volterra equations with L1-kernels
Probability
2020-06-22 v2 Computational Finance
Abstract
We provide existence, uniqueness and stability results for affine stochastic Volterra equations with -kernels and jumps. Such equations arise as scaling limits of branching processes in population genetics and self-exciting Hawkes processes in mathematical finance. The strategy we adopt for the existence part is based on approximations using stochastic Volterra equations with -kernels combined with a general stability result. Most importantly, we establish weak uniqueness using a duality argument on the Fourier--Laplace transform via a deterministic Riccati--Volterra integral equation. We illustrate the applicability of our results on Hawkes processes and a class of hyper-rough Volterra Heston models with a Hurst index .
Keywords
Cite
@article{arxiv.1912.07445,
title = {Weak existence and uniqueness for affine stochastic Volterra equations with L1-kernels},
author = {Eduardo Abi Jaber},
journal= {arXiv preprint arXiv:1912.07445},
year = {2020}
}