1. Central limit theorem for the heat kernel measure on the unitary group
- Author
-
Lévy, Thierry and Maïda, Mylène
- Subjects
- *
CENTRAL limit theorem , *RANDOM matrices , *FREE probability theory , *HEAT equation , *UNITARY groups , *LIPSCHITZ spaces - Abstract
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 N 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.N. Evans in a previous work on uniformly distributed unitary matrices. Finally, we discuss some combinatorial aspects of our results. [ABSTRACT FROM AUTHOR]
- Published
- 2010
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