Stochastic Tree Ensembles for Regularized Nonlinear Regression

Mathematics

• Nonlinear Regression 86%
• Ensemble 73%
• Ensemble Methods 62%
• Recursive Partitioning 58%
• Regression Tree 54%
• MCMC Algorithm 53%
• Stochastic Search 51%
• Search Strategy 50%
• Bayesian Modeling 50%
• Credible Interval 47%
• Pointwise Estimates 44%
• Test function 39%
• Stationary Distribution 37%
• Coverage 36%
• Neural Networks 35%
• Regularization 32%
• Markov chain 30%
• Prediction 29%
• Simulation Study 26%
• Alternatives 23%
• Demonstrate 22%
• Performance 22%
• Standards 20%
• Model 12%

Business & Economics

• Nonlinear Regression 100%
• Bayesian Modeling 41%
• Regression Tree 36%
• Regularization 32%
• Stationary Distribution 31%
• Search Strategy 30%
• Markov Chain Monte Carlo 29%
• Neural Networks 29%
• Partitioning 29%
• Markov Chain 27%
• Simulation Study 23%
• Prediction 20%
• Alternatives 11%
• Performance 9%