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stat.ML2013★ 50 cited
bartMachine: Machine Learning with Bayesian Additive Regression Trees
Adam Kapelner, Justin Bleich
We present a new package in R implementing Bayesian additive regression trees (BART). The package introduces many new features for data analysis using BART such as variable selecti…
stat.ML2013
Prediction with Missing Data via Bayesian Additive Regression Trees
Adam Kapelner, Justin Bleich
We present a method for incorporating missing data in non-parametric statistical learning without the need for imputation. We focus on a tree-based method, Bayesian Additive Regres…