On the spectra of Gaussian matrices

Abstract We give a simple characterization of the moduli of the eigenvalues of a complex Gaussian matrix in terms of x 2 distributions. We also show that the spectral radius of a k × k complex Gaussian matrix is stochastically smaller than the norm of a k × ( k + 1) real Gaussian matrix.