Spectral properties of Random Matrices
This paper establishes the theoretical foundations of random matrix theory by utilizing the Stieltjes transform and Dyson equation methods to prove optimal convergence to the Marchenko-Pastur distribution, eigenvalue rigidity, and universal local laws for an interpolating random matrix model.