Beta Laguerre ensembles in global regime
Probability
2019-07-30 v1
Abstract
Beta Laguerre ensembles which are generalizations of Wishart ensembles and Laguerre ensembles can be realized as eigenvalues of certain random tridiagonal matrices. Analogous to the Wishart () case and the Laguerre () case, for fixed , it is known that the empirical distribution of the eigenvalues of these ensembles converges weakly to Marchenko--Pastur distributions, almost surely. The paper restudies the limiting behavior of the empirical distribution but in regimes where the parameter is allowed to vary as a function of the matrix size . We show that the above Marchenko--Pastur law holds as long as . When , the limit is related to associated Laguerre orthogonal polynomials. Gaussian fluctuations around the limit are also studied.
Keywords
Cite
@article{arxiv.1907.12267,
title = {Beta Laguerre ensembles in global regime},
author = {Hoang Dung Trinh and Khanh Duy Trinh},
journal= {arXiv preprint arXiv:1907.12267},
year = {2019}
}