arXiv · 1407.1282
Spectral density of generalized Wishart matrices and free multiplicative convolution
Abstract
We investigate the level density for several ensembles of positive random matrices of a Wishart--like structure, $W=XX^{\dagger}$, where $X$ stands for a nonhermitian random matrix. In particular, making use of the Cauchy transform, we study free multiplicative powers of the Marchenko-Pastur (MP) distribution, ${\rm MP}^{\boxtimes s}$, which for an integer $s$ yield Fuss-Catalan distributions corresponding to a product of $s$ independent square random matrices, $X=X_1\cdots X_s$. New formulae for the level densities are derived for $s=3$ and $s=1/3$. Moreover, the level density corresponding to the generalized Bures distribution, given by the free convolution of arcsine and MP distributions is obtained. We also explain the reason of such a curious convolution. The technique proposed here allows for the derivation of the level densities for several other cases.
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Wojciech Mlotkowski, Maciej A. Nowak, Karol A. Penson, Karol Zyczkowski. 2015-06-24. Spectral density of generalized Wishart matrices and free multiplicative convolution. https://doi.org/10.1103/physreve.92.012121
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