Optimal prediction for kernel-based semi-functional linear regression

Keyphrases

• Nonparametric Component 100%
• Kernel-based 100%
• Optimal Prediction 100%
• Functional Linear Regression 100%
• Functional Components 66%
• Reproducing Kernel Hilbert Space 33%
• Optimal Convergence Rate 33%
• Penalized Least Squares Method 33%
• Novel Prediction 33%
• Prediction Approach 33%
• Minimax Rate 33%
• Semi-functional Linear Model 33%
• Representer Theorem 33%
• Minimax Optimal Rate 33%
• Algorithm Efficiency 33%

Mathematics

• Linear Regression Analysis 100%
• Minimax 100%
• Linear Models 50%
• Numerical Analysis 50%
• Hilbert Space 50%
• Least Squares Method 50%
• Rate of Convergence 50%