English

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 (β=1\beta=1) case and the Laguerre (β=2\beta = 2) case, for fixed β\beta, 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 β\beta is allowed to vary as a function of the matrix size NN. We show that the above Marchenko--Pastur law holds as long as βN\beta N \to \infty. When βN2c(0,)\beta N \to 2c \in (0, \infty), 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}
}