English

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 tn\lfloor t n \rfloor diagonal elements of f(Z)f(Z) as a function in tt, for ZZ a random real symmetric or complex Hermitian n×nn\times n matrix. The result holds for orthogonal or unitarily invariant distributions of ZZ, in the cases when the linear eigenvalue statistic trf(Z)\operatorname{tr} f(Z) satisfies a CLT. The limit process interpolates between the fluctuations of individual matrix elements as f(Z)1,1f(Z)_{1,1} and of the linear eigenvalue statistic. It can also be seen as a functional CLT for processes of randomly weighted measures.

Keywords

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}
}
R2 v1 2026-06-23T00:43:40.392Z