A multivariate Berry--Esseen theorem for time-dependent expanding dynamical systems
Dynamical Systems
2026-03-17 v4 Probability
Abstract
We adapt Stein's method to obtain Berry--Esseen type error bounds in the multivariate central limit theorem for non-stationary processes generated by time-dependent compositions of uniformly expanding dynamical systems. In a particular case of random dynamical systems with a strongly mixing base transformation, we derive an error estimate of order in the quenched multivariate CLT, provided that the covariance matrix "grows linearly" with the number of summands . The error in the normal approximation is estimated for the class of all convex sets.
Cite
@article{arxiv.2403.16349,
title = {A multivariate Berry--Esseen theorem for time-dependent expanding dynamical systems},
author = {Juho Leppänen},
journal= {arXiv preprint arXiv:2403.16349},
year = {2026}
}
Comments
44 pages. v4: small corrections, to appear in Stochastics and Dynamics