Flexible Locally Weighted Penalized Regression With Applications on Prediction of Alzheimer's Disease Neuroimaging Initiative's Clinical Scores

Keyphrases

• Alzheimer's Disease Neuroimaging Initiative 100%
• Clinical Score 100%
• Penalized Regression 100%
• Locally Weighted 100%
• Local Model 100%
• Brain MRI 50%
• Image Features 50%
• High Dimension 50%
• Query Point 50%
• Weight Function 50%
• Statistical Techniques 50%
• Linear Regression 50%
• Score-based 50%
• Class Label 50%
• Training Stages 50%
• Heterogeneous Population 50%
• Large-scale Data 50%
• Gaussian Kernel 50%
• Heterogeneous Data 50%
• Generalized Linear Regression 50%
• Homogeneity Assumption 50%
• Progression Markers 50%
• Local Regression 50%
• Truncated Gaussian 50%
• Local Fitting 50%
• Classical Statistical 50%

Computer Science

• Feature Selection 100%
• image feature 100%
• High Dimensionality 100%
• Gaussian Kernel 100%
• Large Scale Data 100%
• Heterogeneous Data 100%

Mathematics

• Linear Regression Analysis 100%
• Weight Function 50%
• Gaussian Distribution 50%
• Numerical Analysis 50%
• Superiority 50%
• Class Label 50%
• Heterogeneous Population 50%