Variable selection in nonparametric additive models

Keyphrases

• Nonparametric Additive Model 100%
• Additive Components 100%
• Adaptive Group Lasso 75%
• Least Absolute Shrinkage and Selection Operator (LASSO) 50%
• B-spline 25%
• Number of Components 25%
• Series Expansion 25%
• Optimal Convergence Rate 25%
• Component Selection 25%
• Initial Estimator 25%
• Monte Carlo Experiment 25%
• Variable Component 25%
• Truncated Series 25%
• Conditional Mean Function 25%
• Statistical Issues 25%
• LASSO Algorithm 25%

Mathematics

• Additive Model 100%
• Conditionals 50%
• Series Expansion 50%
• Sample Size Increase 50%
• B-Spline 50%
• Probability Theory 50%
• Monte Carlo 50%