Ridge Estimation of Inverse Covariance Matrices from High-Dimensional Data

Wessel N. van Wieringen, Carel F. W. Peeters

We study ridge estimation of the precision matrix in the high-dimensional setting where the number of variables is large relative to the sample size. We first review two archetypal…