English

Central Limit Theorems for the Brownian motion on large unitary groups

Probability 2011-06-22 v4

Abstract

In this paper, we are concerned with the large N limit of linear combinations of the entries of a Brownian motion on the group of N by N unitary matrices. We prove that the process of such a linear combination converges to a Gaussian one. Various scales of time and various initial distribution are concerned, giving rise to various limit processes, related to the geometric construction of the unitary Brownian motion. As an application, we propose a quite short proof of the asymptotic Gaussian feature of the linear combinations of the entries of Haar distributed random unitary matrices, a result already proved by Diaconis et al.

Keywords

Cite

@article{arxiv.0904.1681,
  title  = {Central Limit Theorems for the Brownian motion on large unitary groups},
  author = {Florent Benaych-Georges},
  journal= {arXiv preprint arXiv:0904.1681},
  year   = {2011}
}

Comments

14 pages

R2 v1 2026-06-21T12:50:10.560Z