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Limit Theorems for Conservative Flows on Multiple Stochastic Integrals

Probability 2021-03-15 v2

Abstract

We consider a stationary sequence (Xn)(X_n) constructed by a multiple stochastic integral and an infinite-measure conservative dynamical system. The random measure defining the multiple integral is non-Gaussian, infinitely divisible and has a finite variance. Some additional assumptions on the dynamical system give rise to a parameter β(0,1)\beta\in(0,1) quantifying the conservativity of the system. This parameter β\beta together with the order of the integral determines the decay rate of the covariance of (Xn)(X_n). The goal of the paper is to establish limit theorems for the partial sum process of (Xn)(X_n). We obtain a central limit theorem with Brownian motion as limit when the covariance decays fast enough, as well as a non-central limit theorem with fractional Brownian motion or Rosenblatt process as limit when the covariance decays slow enough.

Keywords

Cite

@article{arxiv.2005.07789,
  title  = {Limit Theorems for Conservative Flows on Multiple Stochastic Integrals},
  author = {Shuyang Bai},
  journal= {arXiv preprint arXiv:2005.07789},
  year   = {2021}
}

Comments

23 pages

R2 v1 2026-06-23T15:35:01.216Z