Journal article
Correlation functions between singular values and eigenvalues
M Allard, M Kieburg
Random Matrices Theory and Application | Published : 2026
Abstract
Exploiting the explicit bijection between the density of singular values and the density of eigenvalues for bi-unitarily invariant complex random matrix ensembles of finite matrix size, we aim at finding the induced probability measure on j eigenvalues and k singular values that we coin j,k-point correlation measure. We find an expression for the 1,k-point correlation measure which simplifies drastically when assuming that the singular values follow a polynomial ensemble, yielding a closed formula in terms of the kernel corresponding to the determinantal point process of the singular value statistics. These expressions simplify even further when the singular values are drawn from a Pólya ens..
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Grants
Awarded by University of Melbourne