A Highly-Efficient Group Elastic Net Algorithm with an Application to Function-On-Scalar Regression

Keyphrases

• High Efficiency 100%
• Scalar 100%
• Feature Selection 100%
• Elastic Net 100%
• Functional Regression 100%
• Childhood Obesity 50%
• Genome-wide Association Study 50%
• Complex Data 50%
• Augmented Lagrangian Method 50%
• Functional Data Analysis 50%
• Computational Burden 50%
• Functional Response 50%
• Ultrahigh-dimensional 50%
• Functional Principal Components 50%
• Use Simulation 50%
• CPU Time 50%
• Time-varying Gain 50%
• Dynamic Area 50%
• Sparsity Structure 50%

Computer Science

• Feature Selection 100%
• Sparsity 50%
• Principal Components 50%
• Efficient Algorithm 50%
• Wide Association Study 50%
• Gain Time 50%
• Functional Data Analysis 50%

Mathematics

• Elastic Net 100%
• Principal Components 33%
• Lagrangian 33%
• Functional Data 33%
• Scalar Potential 33%