Global Fluctuations for Linear Statistics of \beta-Jacobi Ensembles
Probability
2012-10-04 v3
Abstract
We study the global fluctuations for linear statistics of the form as , for functions , and being the eigenvalues of a (general) -Jacobi ensemble, for which tridiagonal models were given by Killip and Nenciu as well as Edelman and Sutton. The fluctuation from the mean () is given asymptotically by a Gaussian process. We compute the covariance matrix for the process and show that it is diagonalized by a shifted Chebyshev polynomial basis; in addition, we analyze the deviation from the predicted mean for polynomial test functions, and we obtain a law of large numbers.
Keywords
Cite
@article{arxiv.1203.6103,
title = {Global Fluctuations for Linear Statistics of \beta-Jacobi Ensembles},
author = {Ioana Dumitriu and Elliot Paquette},
journal= {arXiv preprint arXiv:1203.6103},
year = {2012}
}
Comments
43 pages, updated to address other scaling regimes