Strong Approximation of Eigenvalues of Large Dimensional Wishart Matrices by Roots of Generalized Laguerre Polynomials |
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Authors: | Holger Dette |
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Institution: | Fakultät für Mathematik, Ruhr-Universität Bochum, 44780, Bochum, Germanyf1 |
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Abstract: | The purpose of this note is to establish a link between recent results on asymptotics for classical orthogonal polynomials and random matrix theory. Roughly speaking it is demonstrated that the ith eigenvalue of a Wishart matrix W(In,s) is close to the ith zero of an appropriately scaled Laguerre polynomial, when
. As a by-product we obtain an elemantary proof of the Mar
enko–Pastur and the semicircle law without relying on combinatorical arguments. |
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Keywords: | random matrix theory Mar
enko– Pastur law semicircle law Laguerre polynomials roots of orthogonal polynomials strong approximation |
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