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

Peter Reinhard Hansen

The set of $n\times n$ correlation matrices, known as the elliptope, has volume decaying at the super-exponential rate $\exp \{-\frac{1}{4}{n}^2\log n\}$. We characterize where this van…