Bayesian Additive Regression Trees: A Review and Look Forward

Jennifer Hill,Antonio R. Linero,Jared S. Murray

Bayesian Additive Regression Trees: A Review and Look Forward

2020

Jennifer Hill
Antonio R. Linero
Jared S. Murray

Bayesian additive regression trees (BART) provides a flexible approach to fitting a variety of regression models while avoiding strong parametric assumptions. The sum-of-trees model is embedded in ...

Keywords:

Regression analysis
Parametric statistics
Mathematics
Regression
Bayesian probability
Statistics
Machine learning
bayesian nonparametrics
Regularization (mathematics)
Computer science
Artificial intelligence
Causal inference

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