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The rate of convergence for spectra of GUE and LUE matrix ensembles
Authors:Friedrich Götze  Alexander Tikhomirov
Institution:(1) Faculty of Mathematics, University of Bielefeld, Germany;(2) Faculty of Mathematics, Syktyvkar State University, Syktyvkar, Russia;(3) Department of Mathematics, IMM of the Ural Branch RAS, Syktyvkar, Russia
Abstract:We obtain optimal bounds of order O(n −1) for the rate of convergence to the semicircle law and to the Marchenko-Pastur law for the expected spectral distribution functions of random matrices from the GUE and LUE, respectively. Research supported by the DFG-Forschergruppe FOR 399/1. Partially supported by INTAS grant N 03-51-5018, by RFBR grant N 02-01-00233, and by RFBR-DFG grant N 04-01-04000.
Keywords:Random matrix theory                      Gaussian unitary ensemble                      Laguerre unitary ensemble                      Stein’  s method                      semicircle law                      Marchenko-Pastur law
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