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After proper rescaling and under some technical assumptions, the smallest eigenvalue of a sample covariance matrix with aspect ratio bounded away from 1 converges to the Tracy--Widom distribution.
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S. Péché, Universality results for largest eigenvalues of some sample covariance matrix ensembles
2009
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