A functional CLT for partial traces of random matrices
Probability
2019-07-22 v2
Abstract
In this paper we show a functional central limit theorem for the sum of the first diagonal elements of as a function in , for a random real symmetric or complex Hermitian matrix. The result holds for orthogonal or unitarily invariant distributions of , in the cases when the linear eigenvalue statistic satisfies a CLT. The limit process interpolates between the fluctuations of individual matrix elements as and of the linear eigenvalue statistic. It can also be seen as a functional CLT for processes of randomly weighted measures.
Cite
@article{arxiv.1803.02151,
title = {A functional CLT for partial traces of random matrices},
author = {Jan Nagel},
journal= {arXiv preprint arXiv:1803.02151},
year = {2019}
}