Functional limit theorems for the fractional Ornstein-Uhlenbeck process
OA Location
Author(s)
Li, Xue-Mei
Gehringer, Johann
Type
Working Paper
Abstract
We prove a functional limit theorem for vector-valued functionals of the fractional Ornstein-Uhlenbeck process, providing the foundation for the fluctuation theory of slow/fast systems driven by such a noise. Our main contribution is on the joint convergence to a limit with both Gaussian and non-Gaussian components. This is valid for any L2 functions, whereas for functions with stronger integrability properties the convergence is shown to hold in the Hölder topology. As an application we prove a `rough creation' result, i.e. the weak convergence of a family of random smooth curves to a non-Markovian random process with rough sample paths. This includes the second order problem and the kinetic fractional Brownian motion model.
Date Issued
2021-11-02
Citation
2021
Publisher
ArXiv
Copyright Statement
©2021 The Author(s)
Sponsor
EPSRC
Engineering and Physical Sciences Research Council
Engineering & Physical Science Research Council (EPSRC)
Identifier
https://arxiv.org/abs/2006.11540
Grant Number
EP/S023925/1
EP/V026100/1
EP/V026100/1
Notes
arxiv
Publication Status
Published