Estimating Sparse Precision Matrix: Optimal Rates of Convergence and Adaptive Estimation

T. Tony Cai, Weidong Liu, Harrison H. Zhou

Precision matrix is of significant importance in a wide range of applications in multivariate analysis. This paper considers adaptive minimax estimation of sparse precision matrice…