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stan4bart: Bayesian Additive Regression Trees with Stan-Sampled ParametricExtensions

Fits semiparametric linear and multilevel models with non-parametric additive Bayesian additive regression tree (BART; Chipman, George, and McCulloch (2010) <doi:10.1214/09-AOAS285>) components and Stan (Stan Development Team (2021) <https://mc-stan.org/>) sampled parametric ones. Multilevel models can be expressed using 'lme4' syntax (Bates, Maechler, Bolker, and Walker (2015) <doi:10.18637/jss.v067.i01>).

Version:0.0-11
Depends:R (≥ 3.5-0), methods,dbarts (≥ 0.9-21)
Imports:stats,Matrix, parallel,RcppParallel (≥ 5.1.1)
LinkingTo:BH (≥ 1.72.0.3),Rcpp (≥ 1.0.5),RcppEigen (≥ 0.3.3.7.0),RcppParallel (≥ 5.1.1),dbarts (≥ 0.9-20)
Suggests:testthat (≥ 2.0-0),lme4,reformulas
Published:2025-12-04
DOI:10.32614/CRAN.package.stan4bart
Author:Vincent DorieORCID iD [aut, cre], Ben Goodrich [ctb] (rstanarm_functions.R, StanHeaders), Jonah Gabry [ctb] (rstanarm_functions.R, StanHeaders), Imad Ali [ctb] (rstanarm_functions.R), Sam Brilleman [ctb] (rstanarm_functions.R), Paul-Christian BurknerORCID iD [ctb] (rstanarm_functions.R), Joshua PritikinORCID iD [ctb] (StanHeaders), Andrew GelmanORCID iD [ctb] (StanHeaders), Bob Carpenter [ctb] (StanHeaders), Matt Hoffman [ctb] (StanHeaders), Daniel Lee [ctb] (StanHeaders), Michael BetancourtORCID iD [ctb] (StanHeaders), Marcus BrubakerORCID iD [ctb] (StanHeaders), Jiqiang Guo [ctb] (StanHeaders), Peter Li [ctb] (StanHeaders), Allen Riddell [ctb] (StanHeaders), Marco InacioORCID iD [ctb] (StanHeaders), Mitzi Morris [ctb] (StanHeaders), Jeffrey ArnoldORCID iD [ctb] (StanHeaders), Rob Goedman [ctb] (StanHeaders), Brian Lau [ctb] (StanHeaders), Rob Trangucci [ctb] (StanHeaders), Alp Kucukelbir [ctb] (StanHeaders), Robert Grant [ctb] (StanHeaders), Dustin Tran [ctb] (StanHeaders), Michael Malecki [ctb] (StanHeaders), Yuanjun Gao [ctb] (StanHeaders), Trustees of Columbia University [cph] (rstanarm_functions.R, StanHeaders), Lawrence Livermore National Security [cph] (CVODES), The Regents of the University of California [cph] (CVODES), Southern Methodist University [cph] (CVODES), Douglas BatesORCID iD [ctb] (lme4_functions.R), Martin MaechlerORCID iD [ctb] (lme4_functions.R), Ben BolkerORCID iD [ctb] (lme4_functions.R), Steve WalkerORCID iD [ctb] (lme4_functions.R), Armon Dadgar [ctb] (adaptive radix tree), Bothner Per [ctb] (config.guess), Elliston Ben [ctb] (config.guess), Free Software Foundation [cph] (config.sub), Guido U Draheim [ctb] (ax_check_compile_flag.m4), Maarten Bosmans [ctb] (ax_check_compile_flag.m4), Christophe Tournayre [ctb] (ax_ext.m4), Michael Petch [ctb] (ax_ext.m4, ax_gcc_x86_avx_xgetbv.m4, ax_gcc_x86_cpuid.m4), Rafael de Lucena Valle [ctb] (ax_ext.m4), Steven G. JohnsonORCID iD [ctb] (ax_gcc_x86_cpuid.m4), Matteo Frigo [ctb] (ax_gcc_x86_cpuid.m4), Scott PakinORCID iD [ctb] (ax_func_posix_memalign.m4)
Maintainer:Vincent Dorie <vdorie at gmail.com>
BugReports:https://github.com/vdorie/stan4bart/issues
License:GPL (≥ 3)
URL:https://github.com/vdorie/stan4bart
NeedsCompilation:yes
Materials:NEWS
CRAN checks:stan4bart results

Documentation:

Reference manual:stan4bart.html ,stan4bart.pdf

Downloads:

Package source: stan4bart_0.0-11.tar.gz
Windows binaries: r-devel:stan4bart_0.0-11.zip, r-release:stan4bart_0.0-11.zip, r-oldrel:stan4bart_0.0-11.zip
macOS binaries: r-release (arm64):stan4bart_0.0-11.tgz, r-oldrel (arm64):stan4bart_0.0-11.tgz, r-release (x86_64):stan4bart_0.0-11.tgz, r-oldrel (x86_64):stan4bart_0.0-11.tgz
Old sources: stan4bart archive

Reverse dependencies:

Reverse suggests:bartCause,tidytreatment

Linking:

Please use the canonical formhttps://CRAN.R-project.org/package=stan4bartto link to this page.


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