Spectral density of sparse sample covariance matrices
Spectral density of sparse sample covariance matrices
Applying the replica method of statistical mechanics, we evaluate the eigenvalue density of the large random matrix (sample covariance matrix) of the form J = ATA, where A is an M × N real sparse random matrix. The difference from a dense random matrix is the most significant in the …