English

Central limit theorem for the heat kernel measure on the unitary group

Probability 2011-09-12 v2

Abstract

We prove that for a finite collection of real-valued functions f1,...,fnf_{1},...,f_{n} on the group of complex numbers of modulus 1 which are derivable with Lipschitz continuous derivative, the distribution of (\trf1,...,\trfn)(\tr f_{1},...,\tr f_{n}) under the properly scaled heat kernel measure at a given time on the unitary group \U(N)\U(N) has Gaussian fluctuations as NN tends to infinity, with a covariance for which we give a formula and which is of order N1N^{-1}. In the limit where the time tends to infinity, we prove that this covariance converges to that obtained by P. Diaconis and S. Evans in a previous work on uniformly distributed unitary matrices. Finally, we discuss some combinatorial aspects of our results.

Keywords

Cite

@article{arxiv.0905.3282,
  title  = {Central limit theorem for the heat kernel measure on the unitary group},
  author = {Thierry Lévy and Mylène Maïda},
  journal= {arXiv preprint arXiv:0905.3282},
  year   = {2011}
}

Comments

44 pages

R2 v1 2026-06-21T13:04:12.798Z