Robust Estimation of Sparse Precision Matrix using Adaptive Weighted Graphical Lasso Approach

Peng Tang, Huijing Jiang, Heeyoung Kim +1

Estimation of a precision matrix (i.e., inverse covariance matrix) is widely used to exploit conditional independence among continuous variables. The influence of abnormal observat…