Tridiagonal realization of the anti-symmetric Gaussian $\beta$-ensemble
Abstract
The Householder reduction of a member of the anti-symmetric Gaussian unitary ensemble gives an anti-symmetric tridiagonal matrix with all independent elements. The random variables permit the introduction of a positive parameter , and the eigenvalue probability density function of the corresponding random matrices can be computed explicitly, as can the distribution of , the first components of the eigenvectors. Three proofs are given. One involves an inductive construction based on bordering of a family of random matrices which are shown to have the same distributions as the anti-symmetric tridiagonal matrices. This proof uses the Dixon-Anderson integral from Selberg integral theory. A second proof involves the explicit computation of the Jacobian for the change of variables between real anti-symmetric tridiagonal matrices, its eigenvalues and . The third proof maps matrices from the anti-symmetric Gaussian -ensemble to those realizing particular examples of the Laguerre -ensemble. In addition to these proofs, we note some simple properties of the shooting eigenvector and associated Pr\"ufer phases of the random matrices.
Keywords
Cite
@article{arxiv.0904.2216,
title = {Tridiagonal realization of the anti-symmetric Gaussian $\beta$-ensemble},
author = {Ioana Dumitriu and Peter J. Forrester},
journal= {arXiv preprint arXiv:0904.2216},
year = {2015}
}
Comments
22 pages; replaced with a new version containing orthogonal transformation proof for both cases (Method III)