The densities and distributions of the largest eigenvalue and the trace of a Beta-Wishart matrix

Abstract

We present new expressions for the densities and distributions of the largest eigenvalue and the trace of a Beta-Wishart matrix. The series expansions for these expressions involve fewer terms than previously known results. For the trace, we also present a new algorithm that is linear in the size of the matrix and the degree of truncation, which is optimal.