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Correlation Matrices in High Dimensions: Volume, Spectrum, and Extremes

Hansen, Peter Reinhard
arXiv (All) · Papers
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15b4852a2060g70econometricsprobabilitystatistics-theory
The set of $n\times n$ correlation matrices, known as the elliptope, has volume decaying at the super-exponential rate $\exp\{-\tfrac14 n^2\log n\}$. We characterize where this vanishing volume concentrates. A uniform draw is entrywise close to the identity yet globally far from it and nearly singul
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