Jiang, Binyan - In: Annals of the Institute of Statistical Mathematics 67 (2015) 2, pp. 211-227
Large covariance or correlation matrix is frequently assumed to be sparse in that a number of the off-diagonal elements of the matrix are zero. This paper focuses on estimating the sparsity of a large population covariance matrix using a sample correlation matrix under multivariate normal...