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: | 0.9-32 |
| Depends: | R (≥ 3.1-0) |
| Imports: | stats, methods, graphics, parallel |
| Suggests: | knitr,rmarkdown,tinytest |
| Published: | 2025-04-02 |
| DOI: | 10.32614/CRAN.package.dbarts |
| Author: | Vincent Dorie [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 [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 [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.html ,dbarts.pdf |
| Vignettes: | Building a Gibbs Sampler with dbarts (source,R code) Working with dbarts Saved Trees (source,R code) |
Downloads:
| Package source: | dbarts_0.9-32.tar.gz |
| Windows binaries: | r-devel:dbarts_0.9-32.zip, r-release:dbarts_0.9-32.zip, r-oldrel:dbarts_0.9-32.zip |
| macOS binaries: | r-release (arm64):dbarts_0.9-32.tgz, r-oldrel (arm64):dbarts_0.9-32.tgz, r-release (x86_64):dbarts_0.9-32.tgz, r-oldrel (x86_64):dbarts_0.9-32.tgz |
| Old sources: | dbarts archive |
Reverse dependencies:
| Reverse depends: | stan4bart |
| Reverse imports: | bartCause,bartMan,bartXViz,countSTAR,EBcoBART,glossa,riAFTBART,tidytreatment,voi |
| Reverse linking to: | stan4bart |
| Reverse suggests: | bundle,butcher,insight,marginaleffects,MatchIt,mcmcsae,tidyAML,tmle,twoStageDesignTMLE,WeightIt |
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=dbartsto link to this page.