English

Besov-Orlicz path regularity of non-Gaussian processes

Probability 2021-11-25 v1

Abstract

In the article, Besov-Orlicz regularity of sample paths of stochastic processes that are represented by multiple integrals of order nNn\in\mathbb{N} is treated. We give sufficient conditions for the considered processes to have paths in the exponential Besov-Orlicz space BΦ2/n,α(0,T)\mboxwithΦ2/n(x)=ex2/n1.B_{\varPhi_{2/n},\infty}^\alpha(0,T)\qquad \mbox{with}\qquad \varPhi_{2/n}(x)=\mathrm{e}^{x^{2/n}}-1. These results provide an extension of what is known for scalar Gaussian stochastic processes to stochastic processes in an arbitrary finite Wiener chaos. As an application, the Besov-Orlicz path regularity of fractionally filtered Hermite processes is studied. But while the main focus is on the non-Gaussian case, some new path properties are obtained even for fractional Brownian motions.

Keywords

Cite

@article{arxiv.2111.12383,
  title  = {Besov-Orlicz path regularity of non-Gaussian processes},
  author = {Petr Čoupek and Martin Ondreját},
  journal= {arXiv preprint arXiv:2111.12383},
  year   = {2021}
}

Comments

26 pages, 3 figures