R Observatory: Metrics for dbarts version 0.9-33

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

CRAN requires the check problems on this package to be fixed before 2026-08-21 or it will be archived.

dbarts

0.9-33

Discrete Bayesian Additive Regression Trees Sampler

24packages depend

99.5Kdownloads / year

74.3%test coverage

7/13checks pass

Overview

About

Maintained by Vincent DorieFirst published 2014-07-1329 releasesCRAN page ↗GitHub ↗

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'.

Install

R (CRAN)pak (dev)Ubuntu (r2u)Fedora (COPR)openSUSE (OBS)

install.packages("dbarts", repos = "https://cloud.r-project.org/")

Installs the current CRAN release. Prebuilt binaries on Windows and macOS.

if (!requireNamespace("pak", quietly = TRUE))
  install.packages("pak", repos = "https://cloud.r-project.org/")
pak::pak("vdorie/dbarts")

Development version from vdorie/dbarts. Installs pak first if it is not already available.

Release

# enable cranapt (r2u) if it is not already set up, then install
grep -rqs r2u.stat.illinois.edu /etc/apt/sources.list /etc/apt/sources.list.d/ \
  || curl -fsSL https://raw.githubusercontent.com/eddelbuettel/r2u/master/inst/scripts/add_cranapt_noble.sh | sudo bash
sudo apt install -y r-cran-dbarts

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled.

bspm (used by r2u) also needs make: sudo apt install make

# enable the iucar/cran COPR if it is not already present, then install
ls /etc/yum.repos.d/*iucar*cran*.repo >/dev/null 2>&1 \
  || sudo dnf copr enable -y iucar/cran
sudo dnf install -y R-CRAN-dbarts

RPMs from the iucar/cran COPR, rebuilt from CRAN.

For install.packages() integration in R, also: sudo dnf install R-CoprManager

# add the autoCRAN OBS repo (Tumbleweed) if it is missing, then install
zypper -q lr | grep -qi autoCRAN \
  || sudo zypper addrepo https://download.opensuse.org/repositories/devel:/languages:/R:/autoCRAN/openSUSE_Tumbleweed/devel:languages:R:autoCRAN.repo
sudo zypper install -y R-dbarts

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed).

Health

CRAN checks

6ERROR7OK

Failing flavors

ERROR r-devel-linux-x86_64-debian-clang
ERROR r-devel-linux-x86_64-debian-gcc
ERROR r-devel-linux-x86_64-fedora-clang
ERROR r-devel-linux-x86_64-fedora-gcc
ERROR r-devel-windows-x86_64
ERROR r-release-macos-x86_64

Slowest check: 5.3 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.00

74.3%

Coverage · measured lines

100%

Documentation · exports

4

Dependencies · direct

Check history

ERROR2026-03-30
11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
NOTE2026-03-28
13 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-25
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-03-10
13 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesYes · dynamicpkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 80%
Documented parameters: 66%
Return-value docs: 100%
References docs: 20%

Downloads

99.5K

CRAN downloads in the past year

Rank #1,452 · ~273/day · ~8.3K/mo

Releases R versions

Daily download trend is not available in this view yet.

5.4K30 days

19.2K90 days

99.5K1 year

Compare downloads with other packages →

Also on4.3K r2u22 autocran6.4K conda_forge73 c2d4u

Repository

GitHub ↗ vdorie/dbarts

61Stars

26Forks

41Open issues

2Open PRs

0Releases

487Commits

6Contributors

487 commits · Last activity 2026-08-18 · 0% stars, 30d

Stars over time

2025-07-09 · 582026-07-07 · 61

Repository practices

Upstream repositoryBeta

4 development-tooling and community-health practices detected across 2 families in the upstream repository

Checks run against github.com/vdorie/dbarts on 2026-08-16.

Continuous integration (1)

GitHub Actions

Lint, format, editor (3)

lintrAirVS Code

How this is detected·Detection ruleset v1 (2026-07-18)

Dependencies

Declared dependencies

3 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.1-0

Imports (4)

statsmethodsgraphicsparallel

LinkingTo (0)

none

Suggests (3)

knitr rmarkdown tinytest

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

24direct

4indirect

Code & Tests

People & History

People (17)

Maintainer (1)

Vincent Dorie

Author, Maintainer

Authors (3)

Vincent Dorie

Author, Maintainer

Hugh Chipman

Author

Robert McCulloch

Author

Contributors (14)

R Core Team

Contributor · added in 0.9-13

Maarten Bosmans

Contributor · added in 0.9-13

Armon Dadgar

Contributor · added in 0.9-13

Guido U Draheim

Contributor · added in 0.9-13

Matteo Frigo

Contributor · added in 0.9-13

Steven G. Johnson

Contributor · added in 0.9-13

Luc Maisonobe

Contributor · added in 0.9-13

Scott Pakin

Contributor · added in 0.9-13

Show 6 more contributors

Michael Petch

Contributor · added in 0.9-13

Daniel Richard G.

Contributor · added in 0.9-13

Christophe Tournayre

Contributor · added in 0.9-13

Todd Veldhuizen

Contributor · added in 0.9-13

John Zaitseff

Contributor · added in 0.9-13

Rafael de Lucena Valle

Contributor · added in 0.9-13

Listed in earlier versions (3)

Hugh Chipman Developer

no longer listed · 0.8-6 to 0.8-7

Robert McCulloch Developer

no longer listed · 0.8-6 to 0.8-7

Vincent Dorie Developer

no longer listed · 0.8-6 to 0.8-7

Package Timeline

29 releases. Pick two to compare their code metrics. R releases are shown for context.

R
R 4.6.0 released · 2026-04-24
0.9-33Latest
2026-03-20 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
0.9-32
2025-04-02 · diff ↗
0.9-30
2024-12-03 · diff ↗
0.9-28
2024-05-02 · diff ↗
R
R 4.4.0 released · 2024-04-24
0.9-26
2024-02-04 · diff ↗
0.9-25
2023-12-07 · diff ↗
R
R 4.3.0 released · 2023-04-21
0.9-23
2023-01-23 · diff ↗
R
R 4.2.0 released · 2022-04-22
0.9-22
2022-03-29 · diff ↗
0.9-20
2021-10-08 · diff ↗
R
R 4.1.0 released · 2021-05-18
0.9-19
2021-01-05 · diff ↗

Show 30 earlier events

0.9-18
2020-06-12 · diff ↗
R
R 4.0.0 released · 2020-04-24
0.9-17
2020-03-20 · diff ↗
0.9-16
2020-02-19 · diff ↗
0.9-13
2019-09-24 · diff ↗
unarchivedReturned to CRAN
2019-09-24
archivedRemoved from CRAN
2019-07-20
installation errors were not corrected in time Uses AVX2 without checking, and the Solaris linker checks.A Also policy violation: uncredited authors
0.9-12
2019-05-25 · diff ↗
R
R 3.6.0 released · 2019-04-26
0.9-11
2019-04-20 · diff ↗
0.9-8
2018-12-19 · diff ↗
0.9-7
2018-12-18 · diff ↗
0.9-5
2018-07-07 · diff ↗
0.9-4
2018-07-02 · diff ↗
R
R 3.5.0 released · 2018-04-23
0.9-3
2018-04-18 · diff ↗
0.9-1
2018-03-05 · diff ↗
0.9-0
2018-03-03 · diff ↗
unarchivedReturned to CRAN
2018-03-03
archivedRemoved from CRAN
2018-02-27
check problems were not corrected despite reminder Dangerous compilation flags
R
R 3.4.0 released · 2017-04-21
0.8-7
2016-11-02 · diff ↗
0.8-6
2016-10-31 · diff ↗
R
R 3.3.0 released · 2016-05-03
R
R 3.2.0 released · 2015-04-16
0.8-5
2014-11-13 · diff ↗
0.8-4
2014-11-11 · diff ↗
0.8-3
2014-07-14 · diff ↗
0.8-2
2014-07-13
R
R 3.1.0 released · 2014-04-10

Package metadata

First published: 2014-07-13
Total releases: 29 / 12 yrs
License: GPL (>= 2) OSI
Download size: 841 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Bayesian Inference Machine Learning & Statistical Learning

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("dbarts")

Format

Dorie, V., R Core Team, Bosmans, M., Chipman, H., Dadgar, A., Draheim, G. U., Frigo, M., Johnson, S. G., Maisonobe, L., McCulloch, R., Pakin, S., Petch, M., Richard G., D., Tournayre, C., Veldhuizen, T., Zaitseff, J., & de Lucena Valle, R. (2026). dbarts: Discrete Bayesian Additive Regression Trees Sampler (Version 0.9-33) [Computer software]. https://doi.org/10.32614/CRAN.package.dbarts

This is what citation() produces when a package has no citation file of its own. If it prints something else, use that.

Cite the R Observatory

For a number measured here: a download total, a coverage figure, an archival date.

Format

APA

Balamuta, J. J. (2026). R Observatory: Metrics for dbarts version 0.9-33 [Data set]. HJJB, LLC. Data release v2026-08-18. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-18, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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