Local linear regression on manifolds and its geometric interpretation

Business & Economics

• Linear Regression 70%
• Bandwidth 51%
• Gradient 49%
• Dimension Reduction 43%
• Variable Selection 41%
• Computed Tomography 37%
• Estimator 36%
• Simulation: Applications 35%
• Asymptotic Behavior 29%
• Curvature 27%
• Dimensionality 25%
• Sampling 23%
• Simulation Study 21%
• Operator 20%
• Intrinsic 19%
• Justification 17%

Mathematics

• Local Linear Regression 100%
• Interpretation 48%
• Manifold Learning 34%
• Tangent plane 30%
• Regression Estimator 25%
• Bandwidth 23%
• Isomap 19%
• Gradient Estimation 17%
• Computed Tomography 16%
• Heteroscedastic Errors 16%
• Nonuniform Sampling 15%
• Regression Estimation 14%
• Selector 14%
• Laplace-Beltrami Operator 13%
• High-dimensional Data 13%
• Dimension Reduction 12%
• Variable Selection 11%
• Dimensionality 11%
• Justification 11%
• Data analysis 10%
• Interior 9%
• Curvature 8%
• Gradient 8%
• Simulation Study 8%
• Asymptotic Behavior 8%
• Unknown 7%
• Context 7%
• Relationships 6%
• Estimator 6%
• Estimate 5%