arXiv · 0905.3282
Central limit theorem for the heat kernel measure on the unitary group
Abstract
We prove that for a finite collection of real-valued functions $f_{1},...,f_{n}$ on the group of complex numbers of modulus 1 which are derivable with Lipschitz continuous derivative, the distribution of $(\tr f_{1},...,\tr f_{n})$ under the properly scaled heat kernel measure at a given time on the unitary group $\U(N)$ has Gaussian fluctuations as $N$ tends to infinity, with a covariance for which we give a formula and which is of order $N^{-1}$. 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.
Explore related subjects
Keep this discovery
Thierry Lévy, Mylène Maïda. 2011-09-09. Central limit theorem for the heat kernel measure on the unitary group. https://doi.org/10.1016/j.jfa.2010.08.005
Cite the original work for its findings. Save a collection to share your selection of sources.