BART: Bayesian additive regression trees
type: Item
instance of: scholarly article
published in: The Annals of Applied Statistics
volume: 4
issue: 1
publication date: 2010-03-01T00:00:00Z
publication date: 2010-06-23T00:00:00Z
author: Hugh A. Chipman
author: Edward I. George
author: Robert E. McCulloch
author: Hugh Chipman
title: BART: Bayesian additive regression trees
zbMATH Open document ID: 1189.62066
full work available at URL: https://arxiv.org/abs/0806.3286
Mathematics Subject Classification ID: 62G08
Mathematics Subject Classification ID: 62F15
Mathematics Subject Classification ID: 65C60
Mathematics Subject Classification ID: 62H30
zbMATH DE Number: 5724806
zbMATH Keywords: Bayesian backfitting
zbMATH Keywords: boosting
zbMATH Keywords: CART
zbMATH Keywords: classification
zbMATH Keywords: ensemble
zbMATH Keywords: MCMC
zbMATH Keywords: nonparametric regression
zbMATH Keywords: probit model
zbMATH Keywords: random basis
zbMATH Keywords: regularizatio
zbMATH Keywords: sum-of-trees model
zbMATH Keywords: variable selection
zbMATH Keywords: weak learner
describes a project that uses: R
describes a project that uses: e1071
describes a project that uses: gbm
describes a project that uses: AdaBoost.MH
describes a project that uses: BartPy
describes a project that uses: ROCR
describes a project that uses: LIBSVM
describes a project that uses: MASS (R)
MaRDI profile type: Publication
arXiv ID: 0806.3286
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OpenAlex ID: W3099006712
DOI: 10.1214/09-AOAS285
description: scientific article