Network-Based Penalized Regression With Application to Genomic Data

Keyphrases

• Genomic Data 100%
• Network Applications 100%
• Penalized Regression 100%
• Neighbor Node 66%
• High-dimensional Data 33%
• Genomic Studies 33%
• Gene Network 33%
• Network Structure 33%
• Regression Coefficient 33%
• Parameter Estimation 33%
• Gene Expression Data 33%
• High-throughput Genomics 33%
• Cancer Gene Expression 33%
• Regression Approach 33%
• Group Variable Selection 33%
• Nonconvex Penalty 33%
• Difference of Convex Functions 33%
• Breast Cancer Genes 33%
• Penalization Method 33%

Computer Science

• Feature Selection 100%
• Neighboring Node 100%
• High Throughput 50%
• High Dimensional Data 50%
• Network Structures 50%
• Convex Programming 50%
• Regression Coefficient 50%
• Regression Method 50%
• Parameter Estimation 50%
• Simulated Data 50%
• Penalty Function 50%

Mathematics

• Convex Programming 100%
• Dimensional Data 100%
• Simulated Data 100%
• Parameter Estimation 100%
• Regression Coefficient 100%