Large deviations for the largest eigenvalue of generalized sample covariance matrices

Jonathan Husson, Benjamin McKenna

We establish a large-deviations principle for the largest eigenvalue of a generalized sample covariance matrix, meaning a matrix proportional to $Z^T\Gamma Z$, where $Z$ has i.i.d. real…