Faculty Opinions recommendation of A shrinkage approach to large-scale covariance matrix estimation and implications for functional genomics.

2014 ◽  
Author(s):  
Zdeněk Valenta
Keyword(s):  
Functional Genomics ◽  
Covariance Matrix ◽  
Large Scale ◽  
Covariance Matrix Estimation ◽  
Matrix Estimation ◽  
Scale Covariance

Large-scale Sparse Inverse Covariance Matrix Estimation

2019 ◽  
Vol 41 (1) ◽  
pp. A380-A401 ◽  
Author(s):  
Matthias Bollhöfer ◽  
Aryan Eftekhari ◽  
Simon Scheidegger ◽  
Olaf Schenk
Keyword(s):  
Covariance Matrix ◽  
Large Scale ◽  
Covariance Matrix Estimation ◽  
Matrix Estimation ◽  
Inverse Covariance Matrix

Sparse and Low-Rank Covariance Matrix Estimation

2014 ◽  
Vol 3 (2) ◽  
pp. 231-250 ◽  
Author(s):  
Sheng-Long Zhou ◽  
Nai-Hua Xiu ◽  
Zi-Yan Luo ◽  
Ling-Chen Kong
Keyword(s):  
Covariance Matrix ◽  
Low Rank ◽  
Covariance Matrix Estimation ◽  
Matrix Estimation
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