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 
[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.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.