A Two-Step Penalized Regression Method with Networked Predictors

Computer Science

• Feature Selection 100%
• Regression Method 100%
• Microarray Data 50%
• Biometrics 50%
• Convex Programming 50%
• High-Dimensional Data Analysis 50%
• Performance Enhancement 50%
• Smoothing Parameter 50%
• Proposed Modification 50%
• Performance Improvement 50%
• Parameter Estimate 50%
• Optimization Algorithm 50%
• Bioinformatics 50%

Keyphrases

• Penalized Regression 100%
• Performance Improvement 66%
• Outcome Prediction 66%
• Bioinformatics 33%
• Performance Enhancement 33%
• Gene Network 33%
• Optimization Algorithm 33%
• Biometrics 33%
• Parameter Estimation 33%
• High-dimensional Data Analysis 33%
• Microarray Data 33%
• Convex Programming 33%
• Dependency Structure 33%
• Smoothing Parameter 33%
• Original Method 33%
• Bias Reduction 33%
• Approximate Optimization 33%

Mathematics

• Approximates 100%
• Convex Programming 100%
• Bias Reduction 100%
• Dimensional Data 100%
• Parameter Estimate 100%