Positive Definite Estimation of Large Covariance Matrix Using Generalized Nonconvex Penalties

Fei Wen, Yuan Yang, Peilin Liu +1

This work addresses the issue of large covariance matrix estimation in high-dimensional statistical analysis. Recently, improved iterative algorithms with positive-definite guarant…