Eigenvalue Density of Correlated Complex Random Wishart Matrices
classification
🧮 math-ph
cond-mat.mes-hallhep-thmath.MPphysics.data-an
keywords
matricescomplexcorrelateddaggerdensityeigenvaluerandomwishart
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Using a character expansion method, we calculate exactly the eigenvalue density of random matrices of the form M^\dagger M where M is a complex matrix drawn from a normalized distribution P(M) ~ exp(-\Tr(A M B M^\dagger) with A and B positive definite (square) matrices of arbitrary dimensions. Such so-called ``correlated Wishart matrices'' occur in many fields ranging from information theory to multivariate analysis.
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