R Observatory: Metrics for bartcs version 1.3.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

bartcs

1.3.0

Bayesian Additive Regression Trees for Confounder Selection

0packages depend

3.9Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Yeonghoon YooFirst published 2022-07-198 releasesCRAN page ↗GitHub ↗

Fit Bayesian Regression Additive Trees (BART) models to select true confounders from a large set of potential confounders and to estimate average treatment effect. For more information, see Kim et al. (2023) doi:10.1111/biom.13833.

Install

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

install.packages("bartcs", 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("yooyh/bartcs")

Development version from yooyh/bartcs. 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-bartcs

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-bartcs

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-bartcs

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

Health

CRAN checks

13OK

Slowest check: 4.3 min · r-devel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

9

Dependencies · direct

Check history

OK2026-08-05
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-08-01
12 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-06-09
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-06-08
12 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-05-02
13 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Show 6 earlier snapshots

NOTE2026-04-25
11 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-04-22
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
ERROR2026-04-18
13 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-04-16
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
NOTE2026-03-28
13 OK · 1 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 71 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 89%
Return-value docs: 100%
References docs: 57%

Downloads

3.9K

CRAN downloads in the past year

Rank #9,067 · ~11/day · ~324/mo

Releases R versions

Daily download trend is not available in this view yet.

29830 days

1K90 days

3.9K1 year

Compare downloads with other packages →

Also on439 r2u55 autocran23 c2d4u

Repository

GitHub ↗ yooyh/bartcs

5Stars

0Forks

0Open issues

0Open PRs

4Releases

100Commits

1Contributors

License GPL-3.0 · 100 commits · Last activity 2026-03-01 · 0% stars, 30d

Stars over time

2025-05-01 · 32026-07-07 · 5

Repository practices

Upstream repositoryBeta

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

Checks run against github.com/yooyh/bartcs on 2026-08-23.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

data-raw/

CRAN release process (1)

cran-comments.md

Lint, format, editor (1)

RStudio project

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

Dependencies

Declared dependencies

12 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.4.0

Imports (9)

coda ggcharts ggplot2 invgamma MCMCpack Rcpp rlang rootSolvestats

LinkingTo (1)

Rcpp

Suggests (3)

knitr microbenchmark rmarkdown

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (1)

Maintainer (1)

Yeonghoon Yoo

Author, Maintainer

Authors (1)

Yeonghoon Yoo

Author, Maintainer

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
R
R 4.5.0 released · 2025-04-11
1.3.0Latest
2025-04-08 · current release · diff ↗
1.2.2
2024-05-01 · diff ↗
R
R 4.4.0 released · 2024-04-24
1.2.1
2024-01-24 · diff ↗
1.2.0
2023-05-27 · diff ↗
1.1.0
2023-05-01 · diff ↗
R
R 4.3.0 released · 2023-04-21
1.0.0
2023-03-09 · diff ↗
0.1.2
2022-08-06 · diff ↗
0.1.1
2022-07-19
R
R 4.2.0 released · 2022-04-22

Package metadata

First published: 2022-07-19
Total releases: 8 / 4 yrs
License: GPL (>= 3) OSI
Minimum R: ≥ 3.4.0
Bundled data: 29 KB / 1 file
Download size: 1.6 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Bayesian Inference

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("bartcs")

Format

Yoo, Y. (2025). bartcs: Bayesian Additive Regression Trees for Confounder Selection (Version 1.3.0) [Computer software]. https://doi.org/10.32614/CRAN.package.bartcs

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 bartcs version 1.3.0 [Data set]. HJJB, LLC. Data release v2026-08-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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