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BART

swMATH ID: 32161
Software Authors: McCulloch, Robert; Sparapani, Rodney; Gramacy, Robert; Spanbauer, Charles; Pratola, Matthew; Plummer, Martyn; Best, Nicky; Cowles, Kate; Vines, Karen
Description: R package BART: Bayesian Additive Regression Trees. Bayesian Additive Regression Trees (BART) provide flexible nonparametric modeling of covariates for continuous, binary, categorical and time-to-event outcomes. For more information on BART, see Chipman, George and McCulloch (2010) <doi:10.1214/09-AOAS285> and Sparapani, Logan, McCulloch and Laud (2016) <doi:10.1002/sim.6893>.
Homepage: https://cran.r-project.org/web/packages/BART/index.html
Source Code:  https://github.com/cran/BART
Dependencies: R
Keywords: R; R package; binary trees; black-box; categorical; competing risks; continuous; ensemble predictive model; forking; multinomial; multi-threading; OpenMP; recurrent events; survival analysis
Related Software: BayesTree; BartPy; R; tsbart; bartMachine; mpbart; dbarts; possum; GitHub; ranger; grf; BART-BMA; Rcpp; VCBART; ggplot2; DPpackage; mBART; Stan; tsBCF; caret
Cited in: 30 Documents

Standard Articles

1 Publication describing the Software Year
Nonparametric Machine Learning and Efficient Computation with Bayesian Additive Regression Trees: The BART R Package Link
Rodney Sparapani, Charles Spanbauer, Robert McCulloch
2021
all top 5

Cited by 85 Authors

4 Linero, Antonio R.
4 Murray, Jared S.
2 Basak, Piyali
2 Carvalho, Carlos Marinho
2 Li, Yinpu
2 Parnell, Andrew C.
2 Scott, James G.
2 Sinha, Debajyoti
2 Starling, Jennifer E.
2 Thall, Peter F.
2 Yuan, Ying
1 Abe, Hiroyasu
1 Aiken, Abigail R. A.
1 Aivaliotis, Georgios
1 Arfé, Andrea
1 Athey, Susan
1 Barahona, Mauricio
1 Berger, Moritz
1 Bukowski, Radek K.
1 Castillo, Ismaël
1 Dominici, Francesca
1 Dos Santos, Antônia A. L.
1 Du, Junliang
1 Du, Xin
1 Duivesteijn, Wouter
1 Dunson, David Brian
1 Filippi, Sarah
1 Flaxman, Seth R.
1 Francom, Devin
1 Friedberg, Rina
1 Gandy, Axel
1 Gramacy, Robert B.
1 Heim, Nils
1 Hörauf, Achim
1 Hossain, S. M. Ferdous
1 Hu, Ruimeng
1 Hurley, Catherine B.
1 Inglis, Alan N.
1 Ji, Lanpeng
1 Johnson, Wesley Orin
1 Kim, Chanmin
1 Klarmann-Schulz, Ute
1 Künzel, Sören R.
1 Kupresanin, Ana
1 Lamprinakou, Stamatina
1 Laud, Purushottam W.
1 Lin, Ruitao
1 Lipsitz, Stuart R.
1 Liu, Edward W.
1 Logan, Brent R.
1 Lohr, Patricia A.
1 Maia, Mateus
1 McCoy, Emma J.
1 Mealli, Fabrizia
1 Meurer, John
1 Moodie, Erica E. M.
1 Moral, Rafael A.
1 Morita, Satoshi
1 Muliere, Pietro
1 Müller, Peter
1 Murphy, Keefe
1 Murray, Thomas A.
1 Nethery, Rachel C.
1 Nikolaev, Alexander G.
1 Ning, Bo Y. -C.
1 Pan, Wei
1 Pechenizkiy, Mykola
1 Peruzzi, Michele
1 Prado, Estevão B.
1 Rein, Lisa
1 Rosner, Gary L.
1 Saarinen, Theo F.
1 Sansó, Bruno
1 Sarti, Danilo A.
1 Schmid, Matthias
1 Sekhon, Jasjeet S.
1 Spanbauer, Charles
1 Sparapani, Rodney
1 Spuck, Nikolai
1 Sun, Lei
1 Tarima, Sergey S.
1 Tibshirani, Julie
1 Tuyishimire, Bonifride
1 Wager, Stefan
1 Zhang, Yaojun

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