Spectrally Sparse Nonparametric Regression via Elastic Net Regularized Smoothers

Mathematics

• Elastic Net 77%
• Smoothing Splines 66%
• Nonparametric Regression 54%
• Generalized Additive Models 43%
• Analysis of variance 34%
• Functional Relationship 27%
• Eigenvector 19%
• Roughness Penalty 16%
• kernel 14%
• Unknown 13%
• Penalized Likelihood 13%
• Ridge Regression 12%
• Framework 11%
• Exponential Family 11%
• Generalized Linear Model 11%
• Parameterization 10%
• Likelihood Function 10%
• Predictors 9%
• Smoothing 9%
• Tensor Product 9%
• Regression 8%
• Spectrality 7%
• Model 6%
• Demonstrate 6%
• Operator 4%

Business & Economics

• Nonparametric Regression 100%
• Smoothing Splines 80%
• Generalized Additive Models 48%
• Kernel Smoothing 16%
• Exponential Family 16%
• Roughness 15%
• Likelihood Estimation 15%
• Generalized Linear Model 13%
• Kernel 12%
• Predictors 11%
• Operator 9%
• Penalty 9%
• Matrix 9%