Eigenvalues and Singular Values of Products of Rectangular Gaussian Random Matrices

Details Eigenvalues and Singular Values of Products of Rectangular Gaussian Random Matrices Eigenvalues and Singular Values of Products of Rectangular Gaussian Random Matrices

2010-07-21

arxiv.org/abs/1007.3594v1

Phys. Rev. E 82, 061114 (2010)

Physics

Condensed Matter

Statistical Mechanics

13 pages, 3 figures

Scientific paper

We derive exact analytic expressions for the distributions of eigenvalues and singular values for the product of an arbitrary number of independent rectangular Gaussian random matrices in the limit of large matrix dimensions. We show that they both have power-law behavior at zero and determine the corresponding powers. We also propose a heuristic form of finite size corrections to these expressions which very well approximates the distributions for matrices of finite dimensions.

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