English

Integration-by-Parts Characterizations of Gaussian Processes

Probability 2019-04-08 v1

Abstract

The Malliavin integration-by-parts formula is a key ingredient to develop stochastic analysis on the Wiener space. In this article we show that a suitable integration-by-parts formula also characterizes a wide class of Gaussian processes, the so-called Gaussian Fredholm processes.

Keywords

Cite

@article{arxiv.1904.02890,
  title  = {Integration-by-Parts Characterizations of Gaussian Processes},
  author = {Ehsan Azmoodeh and Tommi Sottinen and Ciprian A. Tudor and Lauri Viitasaari},
  journal= {arXiv preprint arXiv:1904.02890},
  year   = {2019}
}

Comments

Keywords: Gaussian processes, Malliavin calculus, Stein's lemma