We place ourselves in the setting of high-dimensional statistical inference where the number of variables p in a dataset of interest is of the same order of magnitude as the number of observations n.

Abstract: With applications to prime numbers and in physics and beyond, random matrices pop up in many unlikely contexts. A random matrix has an associated set of points (eigenvalues) that tend to ...