R Observatory: Metrics for bartCause version 1.0-10

Balamuta, James Joseph

bartCause

1.0-10

Causal Inference using Bayesian Additive Regression Trees

3packages depend

11.5Kdownloads / year

61.7%test coverage

7/13checks pass

Overview

About

Maintained by Vincent DorieFirst published 2020-04-027 releasesCRAN page ↗GitHub ↗

Contains a variety of methods to generate typical causal inference estimates using Bayesian Additive Regression Trees (BART) as the underlying regression model (Hill (2012) doi:10.1198/jcgs.2010.08162).

Install

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

install.packages("bartCause", 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/bartCause")

Development version from vdorie/bartCause. 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-bartcause

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-bartCause

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-bartCause

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: 4.4 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.43

61.7%

Coverage · measured lines

100%

Documentation · exports

7

Dependencies · direct

Check history

ERROR2026-04-25
11 OK · 0 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 82%
Return-value docs: 100%
References docs: 25%

Downloads

11.5K

CRAN downloads in the past year

Rank #5,766 · ~31/day · ~957/mo

Releases R versions

Daily download trend is not available in this view yet.

38230 days

1.5K90 days

11.5K1 year

Compare downloads with other packages →

Also on185 r2u11 autocran38 c2d4u

Repository

GitHub ↗ vdorie/bartcause

87Stars

10Forks

12Open issues

1Open PRs

0Releases

115Commits

2Contributors

115 commits · Last activity 2026-07-25 · +1.2% stars, 30d

Stars over time

2025-07-19 · 792026-07-11 · 87

Repository practices

Upstream repositoryBeta

1 development-tooling and community-health practice detected across 1 family in the upstream repository

Checks run against github.com/vdorie/bartcause on 2026-08-03.

Continuous integration (1)

GitHub Actions

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

Dependencies

Declared dependencies

5 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.1-0

Imports (7)

dbartsmethodsstatsgraphicsparallelutilsgrDevices

LinkingTo (0)

none

Suggests (5)

testthat lme4rparttmle stan4bart

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

3direct

1indirect

CRE evalITR tidytreatment

Code & Tests

People & History

People (2)

Maintainer (1)

Vincent Dorie

Author, Maintainer

Authors (2)

Vincent Dorie

Author, Maintainer

Jennifer Hill

Author

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
1.0-10Latest
2025-12-11 · current release · diff ↗
R
R 4.5.0 released · 2025-04-11
1.0-9
2024-09-16 · diff ↗
1.0-8
2024-05-02 · diff ↗
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
1.0-6
2023-01-23 · diff ↗
R
R 4.2.0 released · 2022-04-22
R
R 4.1.0 released · 2021-05-18
1.0-4
2020-08-10 · diff ↗
1.0-3
2020-06-15 · diff ↗
R
R 4.0.0 released · 2020-04-24
1.0-2
2020-04-02
R
R 3.6.0 released · 2019-04-26

Package metadata

First published: 2020-04-02
Total releases: 7 / 6 yrs
License: GPL (>= 2) OSI
Download size: 54 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Appears in task views

Bayesian Inference Causal Inference

Cite

Cite this package

Start here. This is the citation for the package itself.

citation("bartCause")

CRAN DOI

https://doi.org/10.32614/CRAN.package.bartCause

BibTeX, derived from DESCRIPTION

@Manual{bartCause,
  title  = {bartCause: Causal Inference using Bayesian Additive Regression Trees},
  author = {Dorie, Vincent and Hill, Jennifer},
  year   = {2025},
  note   = {R package version 1.0-10},
  doi    = {10.32614/CRAN.package.bartCause},
  url    = {https://CRAN.R-project.org/package=bartCause}
}

Derived from the package DESCRIPTION, not from a citation file the authors wrote. If they publish one later, prefer it.

This is the citation for the package. It is not a citation for the R Observatory.

Cite this page

Use this when the claim is about a measurement on this page.

BibTeX

@misc{robservatorybartCause,
  author    = {Balamuta, James Joseph},
  title     = {{R} {Observatory}: Metrics for {bartCause} version 1.0-10},
  year      = {2026},
  publisher = {HJJB, LLC},
  url       = {https://r-observatory.thecoatlessprofessor.com/packages/bartCause},
  note      = {Data set. Data release v2026-08-05}
}

APA

Balamuta, J. J. (2026). R Observatory: Metrics for bartCause version 1.0-10 [Data set]. HJJB, LLC. Data release v2026-08-05. https://r-observatory.thecoatlessprofessor.com/packages/bartCause

RIS

TY  - DATA
AU  - Balamuta, James Joseph
TI  - R Observatory: Metrics for bartCause version 1.0-10
PY  - 2026
PB  - HJJB, LLC
N1  - Data release v2026-08-05
UR  - https://r-observatory.thecoatlessprofessor.com/packages/bartCause
ER  -

In prose

These package metrics were obtained from the R Observatory (Balamuta, 2026), data release v2026-08-05, https://r-observatory.thecoatlessprofessor.com/packages/bartCause.

Bound to data release v2026-08-05, which is what makes the numbers on this page reproducible. See how to cite.

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