A new approach to Cholesky-based covariance regularization in high dimensions

Adam J. Rothman, Elizaveta Levina, Ji Zhu

In this paper we propose a new regression interpretation of the Cholesky factor of the covariance matrix, as opposed to the well known regression interpretation of the Cholesky fac…