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Supersymmetry Approach to Wishart Correlation Matrices: Exact Results
Authors:Email author" target="_blank">Christian?RecherEmail author  Mario?Kieburg  Thomas?Guhr  Martin?R?Zirnbauer
Institution:1.Instituto de Ciencia de Materiales de Madrid,CSIC, Cantoblanco Madrid,Madrid,Spain;2.Department of Physics and Astronomy,State University of New York,Stony Brook,USA;3.Fakult?t für Physik,Universit?t Duisburg-Essen,Duisburg,Germany;4.Institut für Theoretische Physik,Universit?t zu K?ln,K?ln,Germany
Abstract:We calculate the ‘one-point function’, meaning the marginal probability density function for any single eigenvalue, of real and complex Wishart correlation matrices. No explicit expression had been obtained for the real case so far. We succeed in doing so by using supersymmetry techniques to express the one-point function of real Wishart correlation matrices as a twofold integral. The result can be viewed as a resummation of a series of Jack polynomials in a non-trivial case. We illustrate our formula by numerical simulations. We also rederive a known expression for the one-point function of complex Wishart correlation matrices.
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