7 High-Dimensional Statistics
7.1 Concentration of Sample Covariance
7.2 Sparse Linear Regression
7.3 High-Dimensional Principal Component Analysis
7.4 Low-Rank Matrix Recovery
7.5 Non-Parametric Estimation
7.2 Sparse Linear Regression
7.3 High-Dimensional Principal Component Analysis
7.4 Low-Rank Matrix Recovery
7.5 Non-Parametric Estimation