Partial Correlation Estimation by Joint Sparse Regression Models

Jie Peng, Pei Wang, Nengfeng Zhou +1

In this paper, we propose a computationally efficient approach -- space(Sparse PArtial Correlation Estimation)-- for selecting non-zero partial correlations under the high-dimensio…