English

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 L1L^1-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 L2L^2-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 H(1/2,1/2]H \in (-1/2,1/2].

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}
}