Nonlinear regression modeling via regularized radial basis function networks

Mathematics

• Radial Basis Function Network 100%
• Hyperparameters 79%
• Nonlinear Regression 73%
• Basis Functions 60%
• Nonlinear Regression Model 52%
• Radial Basis Function 49%
• Modeling 41%
• Nonlinear Modeling 29%
• Model Misspecification 26%
• Smoothing Parameter 24%
• Complex Structure 22%
• Overlapping 22%
• Statistical Model 20%
• Monte Carlo Simulation 18%
• Regularization 18%
• Simulation 13%

Business & Economics

• Radial Basis Function 88%
• Nonlinear Regression 85%
• Modeling 37%
• Regression Model 34%
• Monte Carlo Simulation 33%
• Nonlinear Modeling 31%
• Statistical Model 29%
• Regularization 27%
• Model Misspecification 26%
• Smoothing 22%
• Overlapping 22%
• Simulation 14%

Engineering & Materials Science

• Radial basis function networks 75%
• Statistical Models 11%