Product of Ginibre matrices: Fuss-Catalan and Raney distributions

Details Product of Ginibre matrices: Fuss-Catalan and Raney distributions Product of Ginibre matrices: Fuss-Catalan and Raney distributions

2011-03-17

arxiv.org/abs/1103.3453v3

Phys. Rev. E 83, 061118 (2011)

Physics

Mathematical Physics

10 pages including 7 figures, minor changes, figures improved

Scientific paper

Squared singular values of a product of s square random Ginibre matrices are asymptotically characterized by probability distribution P_s(x), such that their moments are equal to the Fuss-Catalan numbers or order s. We find a representation of the Fuss--Catalan distributions P_s(x) in terms of a combination of s hypergeometric functions of the type sF_{s-1}. The explicit formula derived here is exact for an arbitrary positive integer s and for s=1 it reduces to the Marchenko--Pastur distribution. Using similar techniques, involving Mellin transform and the Meijer G-function, we find exact expressions for the Raney probability distributions, the moments of which are given by a two parameter generalization of the Fuss-Catalan numbers. These distributions can also be considered as a two parameter generalization of the Wigner semicircle law.

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