BART swMATH ID: 32161 Software Authors: Robert McCulloch, Rodney Sparapani, Robert Gramacy, Charles Spanbauer, Matthew Pratola, Martyn Plummer, Nicky Best, Kate Cowles, Karen Vines 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: R; BartPy; dbarts; ranger; AGS; rbugs; DPWeibull; spBayesSurv; DPpackage; Stan; OpenBUGS; JAGS; BUGS; LearnBayes; R2WinBUGS; WinBUGS; pre; causalToolbox; gbm; igraph Cited in: 6 Publications Standard Articles 1 Publication describing the Software Year all top 5 Cited by 20 Authors 1 Athey, Susan 1 Francom, Devin 1 Friedberg, Rina 1 Hu, Ruimeng 1 Johnson, Wesley Orin 1 Künzel, Sören R. 1 Kupresanin, Ana 1 Laud, Purushottam W. 1 Liu, Edward W. 1 Meurer, John 1 Rein, Lisa 1 Rosner, Gary L. 1 Saarinen, Theo F. 1 Sansó, Bruno 1 Sekhon, Jasjeet S. 1 Sparapani, Rodney 1 Tarima, Sergey S. 1 Tibshirani, Julie 1 Tuyishimire, Bonifride 1 Wager, Stefan Cited in 5 Serials 2 Journal of Computational and Graphical Statistics 1 Quantitative Finance 1 Journal of Statistical Theory and Practice 1 SIAM/ASA Journal on Uncertainty Quantification 1 Chapman & Hall/CRC Texts in Statistical Science Series Cited in 4 Fields 5 Statistics (62-XX) 1 Probability theory and stochastic processes (60-XX) 1 Game theory, economics, finance, and other social and behavioral sciences (91-XX) 1 Biology and other natural sciences (92-XX) Citations by Year