High-dimensional integrative analysis with homogeneity and sparsity recovery

Keyphrases

• Integrative Analysis 100%
• Grouping Structure 100%
• Sparsity Recovery 100%
• Sparsity 50%
• Simulation Study 25%
• Need to Know 25%
• Finite Sample 25%
• Regression Coefficient 25%
• Penalty Term 25%
• Automatically Identify 25%
• Oracle Property 25%
• High-dimensional Regression 25%
• Homogeneous Effect 25%
• Least Squares Approach 25%
• Difference Penalty 25%
• Heterogeneous Treatment Effects 25%
• Alternating Direction multiplier Method 25%
• Multiple Units 25%
• Common Sparsity 25%
• Grouping a 25%

Mathematics

• Covariate 100%
• Least Square 16%
• Simulation Study 16%
• Linear Regression 16%
• Real Data 16%
• Regression Coefficient 16%
• Alternating Direction Method of Multipliers 16%