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 on the group of complex numbers of modulus 1 which are derivable with Lipschitz continuous derivative, the distribution of under the properly scaled heat kernel measure at a given time on the unitary group has Gaussian fluctuations as tends to infinity, with a covariance for which we give a formula and which is of order . 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.
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