Fast function-on-scalar regression with penalized basis expansions

Keyphrases

• Coefficient Function 100%
• Functional Regression 100%
• Model Selection 100%
• Basis Expansion 100%
• Generalized Least Squares 100%
• Regression Model 50%
• Aging Effect 50%
• Functional Magnetic Resonance Imaging 50%
• Ordinary Least Squares 50%
• Computationally Efficient 50%
• Simulation Study 50%
• Roughness Penalty 50%
• Publicly Available 50%
• Scalar 50%
• Automatic Selection 50%
• Permutation Test 50%
• Functional Response 50%
• Overfitting 50%
• Ridge Estimator 50%
• Smoothing Parameter 50%
• Fitting Approach 50%
• Permutation Model 50%
• Generalized Ridge Regression 50%
• Ordinary Least Squares Estimator 50%
• Test Selection 50%
• Pointwise Confidence Interval 50%
• Weather Data 50%
• Simultaneous Inference 50%
• Optimal Smoothing 50%

Mathematics

• Least Square 100%
• Coefficient Function 100%
• Model Selection 100%
• Generalized Least Squares 100%
• Pointwise 100%
• Confidence Interval 50%
• Simulation Study 50%
• Magnetic Resonance Imaging 50%
• Ridge Regression 50%
• Regression Estimator 50%
• Permutation Test 50%
• Square Estimator 50%
• Basis Function 50%
• Silverman 50%
• Regression Model 50%