R Observatory: Metrics for CIMTx version 1.2.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

CIMTx

1.2.0

Causal Inference for Multiple Treatments with a Binary Outcome

0packages depend

3.4Kdownloads / year

–test coverage

11/13checks pass

Overview

About

Maintained by Jiayi JiFirst published 2020-04-156 releasesCRAN page ↗

Different methods to conduct causal inference for multiple treatments with a binary outcome, including regression adjustment, vector matching, Bayesian additive regression trees, targeted maximum likelihood and inverse probability of treatment weighting using different generalized propensity score models such as multinomial logistic regression, generalized boosted models and super learner. For more details, see the paper by Hu et al. doi:10.1177/0962280220921909.

Install

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

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

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

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-cimtx

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-CIMTx

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-CIMTx

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

Health

CRAN checks

2NOTE11OK

Failing flavors

NOTE r-devel-linux-x86_64-fedora-clang
NOTE r-devel-linux-x86_64-fedora-gcc

Slowest check: 3.6 min · r-oldrel-windows-x86_64

Code health

None

Tests · ratio 0.00

not tracked

Coverage

100%

Documentation · exports

19

Dependencies · direct

Check history

NOTE2026-03-10
12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMENoVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 68%
Documented parameters: 100%
Return-value docs: 100%
References docs: 68%

Downloads

3.4K

CRAN downloads in the past year

Rank #11,341 · ~9/day · ~281/mo

Releases R versions

Daily download trend is not available in this view yet.

24330 days

87990 days

3.4K1 year

Compare downloads with other packages →

Also on104 r2u4 autocran

Dependencies

Declared dependencies

17 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (19)

nnetBART twang arm (>= 1.2-12)dplyr Matching magrittr (>= 2.0.1)WeightIt tmle tidyr (>= 1.1.4)statsggplot2 cowplot mgcv (>= 1.8-38)metR stringr SuperLearner (>= 2.0-28)foreach doParallel

LinkingTo (0)

none

Suggests (0)

none

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

People & History

People (4)

Maintainer (1)

Jiayi Ji

Author, Maintainer

Authors (4)

Author, Maintainer

Author

Author

Author

Package Timeline

6 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
R
R 4.4.0 released · 2024-04-24
R
R 4.3.0 released · 2023-04-21
1.2.0Latest
2022-06-24 · current release · diff ↗
unarchivedReturned to CRAN
2022-06-24
R
R 4.2.0 released · 2022-04-22
archivedRemoved from CRAN
2022-03-26
mail to the maintainer is undeliverable
1.1.0
2021-11-30 · diff ↗
1.0.0
2021-10-20 · diff ↗
0.3.0
2021-07-16 · diff ↗
unarchivedReturned to CRAN
2021-07-16
archivedRemoved from CRAN
2021-05-27
check problems were not corrected in time
R
R 4.1.0 released · 2021-05-18
0.2.0
2020-06-02 · diff ↗
R
R 4.0.0 released · 2020-04-24

Show 2 earlier events

0.1.0
2020-04-15
R
R 3.6.0 released · 2019-04-26

Package metadata

First published: 2020-04-15
Total releases: 6 / 6 yrs
License: MIT + file LICENSE OSI
Download size: 49 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("CIMTx")

Format

Ji, J., Gu, C., Hu, L., & Lopez, M. (2022). CIMTx: Causal Inference for Multiple Treatments with a Binary Outcome (Version 1.2.0) [Computer software]. https://doi.org/10.32614/CRAN.package.CIMTx

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 CIMTx version 1.2.0 [Data set]. HJJB, LLC. Data release v2026-08-15. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-15, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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