Moderate deviations for spectral measures of random matrix ensembles

preprint2013arXivOpen access

Abstract

In this paper we consider the (weighted) spectral measure μnμ_n of a n×nn\times n random matrix, distributed according to a classical Gaussian, Laguerre or Jacobi ensemble, and show a moderate deviation principle for the standardised signed measure n/an(μn−σ)\sqrt{n/a_n}(μ_n -σ). The centering measure σσ is the weak limit of the empirical eigenvalue distribution and the rate function is given in terms of the L2L^2-norm of the density with respect to σσ. The proof involves the tridiagonal representations of the ensembles which provide us with a sequence of independent random variables and a link to orthogonal polynomials.

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