Eigenvalues and singular values of certain random matrices

摘要

This paper considers the eigenvalues and singular values of certain matrix-valued random variables whose expected value is a nonnull-matrix of low rank. Implications for the choice of test matrices for numerical algorithms are discussed and some other applications mentioned.