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dbarts: Discrete Bayesian Additive Regression Trees Sampler

Fits Bayesian additive regression trees (BART; Chipman, George, and McCulloch (2010) <doi:10.1214/09-AOAS285>) while allowing the updating of predictors or response so that BART can be incorporated as a conditional model in a Gibbs/Metropolis-Hastings sampler. Also serves as a drop-in replacement for package 'BayesTree'.

Version: 0.9-30
Depends: R (≥ 3.1-0)
Imports: stats, methods, graphics, parallel
Suggests: testthat (≥ 0.9-0), knitr, rmarkdown
Published: 2024-12-03
DOI: 10.32614/CRAN.package.dbarts
Author: Vincent Dorie ORCID iD [aut, cre], Hugh Chipman [aut], Robert McCulloch [aut], Armon Dadgar [ctb] (adaptive radix tree), R Core Team [ctb] (basis of RNG), Guido U Draheim [ctb] (ax_check_compile_flag.m4), Maarten Bosmans [ctb] (ax_check_compile_flag.m4), Christophe Tournayre [ctb] (ax_compiler_ext.m4, ax_ext.m4), Michael Petch [ctb] (ax_compiler_ext.m4, ax_ext.m4, ax_gcc_x86_avx_xgetbv.m4, ax_gcc_x86_cpuid.m4), Rafael de Lucena Valle [ctb] (ax_compiler_ext.m4, ax_ext.m4), Steven G. Johnson ORCID iD [ctb] (ax_compiler_vendor.m4, ax_gcc_x86_cpuid.m4, ax_pthread.m4), Matteo Frigo [ctb] (ax_compiler_vendor.m4, ax_gcc_x86_cpuid.m4), John Zaitseff [ctb] (ax_compiler_vendor.m4), Todd Veldhuizen [ctb] (ax_cxx_namespace_std.m4), Luc Maisonobe [ctb] (ax_cxx_namespace_std.m4), Scott Pakin ORCID iD [ctb] (ax_func_posix_memalign.m4), Daniel Richard G. [ctb] (ax_pthread.m4)
Maintainer: Vincent Dorie <vdorie at gmail.com>
BugReports: https://github.com/vdorie/dbarts/issues
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
URL: https://github.com/vdorie/dbarts
NeedsCompilation: yes
Citation: dbarts citation info
Materials: NEWS
In views: Bayesian
CRAN checks: dbarts results

Documentation:

Reference manual: dbarts.pdf
Vignettes: Building a Gibbs Sampler with dbarts (source, R code)
Working with dbarts Saved Trees (source, R code)

Downloads:

Package source: dbarts_0.9-30.tar.gz
Windows binaries: r-devel: dbarts_0.9-30.zip, r-release: dbarts_0.9-30.zip, r-oldrel: dbarts_0.9-30.zip
macOS binaries: r-release (arm64): dbarts_0.9-30.tgz, r-oldrel (arm64): dbarts_0.9-30.tgz, r-release (x86_64): dbarts_0.9-30.tgz, r-oldrel (x86_64): dbarts_0.9-30.tgz
Old sources: dbarts archive

Reverse dependencies:

Reverse depends: stan4bart
Reverse imports: bartCause, bartMan, countSTAR, EBcoBART, glossa, riAFTBART, voi
Reverse linking to: stan4bart
Reverse suggests: bundle, butcher, marginaleffects, MatchIt, mcmcsae, tidyAML, tmle, twoStageDesignTMLE, WeightIt

Linking:

Please use the canonical form https://CRAN.R-project.org/package=dbarts to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.