We suggest a method for estimating a covariance matrix on the basis of a sample of vectors drawn from a multivariate normal distribution. In particular, we penalize the likelihood with a lasso penalty ...

This is a preview. Log in through your library . Abstract The goal of this paper is the derivation and application of a direct characterization of the inverse of the covariance matrix central to ...