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: 0.9-28
Depends: R (≥ 3.1-0)
Imports: stats, methods, graphics, parallel
Suggests: testthat (≥ 0.9-0), knitr, rmarkdown
Published: 2024-05-02
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


Reference manual: dbarts.pdf
Vignettes: Building a Gibbs Sampler with dbarts
Working with dbarts Saved Trees


Package source: dbarts_0.9-28.tar.gz
Windows binaries: r-devel: dbarts_0.9-28.zip, r-release: dbarts_0.9-28.zip, r-oldrel: dbarts_0.9-28.zip
macOS binaries: r-release (arm64): dbarts_0.9-28.tgz, r-oldrel (arm64): dbarts_0.9-28.tgz, r-release (x86_64): dbarts_0.9-28.tgz, r-oldrel (x86_64): dbarts_0.9-28.tgz
Old sources: dbarts archive

Reverse dependencies:

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


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