Completing the picture for the smallest eigenvalue of real Wishart matrices.

Phys Rev Lett

Fakultät für Physik, Universität Duisburg-Essen, D-47048 Duisburg, Germany.

Published: December 2014

Rectangular real N×(N+ν) matrices W with a Gaussian distribution appear very frequently in data analysis, condensed matter physics, and quantum field theory. A central question concerns the correlations encoded in the spectral statistics of WW^{T}. The extreme eigenvalues of WW^{T} are of particular interest. We explicitly compute the distribution and the gap probability of the smallest nonzero eigenvalue in this ensemble, both for arbitrary fixed N and ν, and in the universal large N limit with ν fixed. We uncover an integrable Pfaffian structure valid for all even values of ν≥0. This extends previous results for odd ν at infinite N and recursive results for finite N and for all ν. Our mathematical results include the computation of expectation values of half-integer powers of characteristic polynomials.

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http://dx.doi.org/10.1103/PhysRevLett.113.250201DOI Listing

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