R Observatory: Metrics for causalCmprsk version 2.0.0

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

causalCmprsk

2.0.0Package record

Nonparametric and Cox-Based Estimation of Average Treatment Effects in Competing Risks

0packages depend

3.2Kdownloads / year

–test coverage

13/13flavors OK

Overview

About

Maintained by Bella Vakulenko-LagunCRAN page ↗GitHub ↗Issues ↗

Estimation of average treatment effects (ATE) of point interventions on time-to-event outcomes with K competing risks (K can be 1). The method uses propensity scores and inverse probability weighting for emulation of baseline randomization, which is described in Charpignon et al. (2022) doi:10.1038/s41467-022-35157-w.

Install

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

install.packages("causalCmprsk", 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("Bella2001/causalCmprsk")

Development version from Bella2001/causalCmprsk. 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-causalcmprsk

Fast Ubuntu binaries via r2u (no compilation). The cranapt setup runs once and is skipped when it is already enabled. We list this channel from recorded r2u download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

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-causalCmprsk

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-causalCmprsk

RPMs auto-built from CRAN on openSUSE OBS (Tumbleweed). We list this channel from recorded autoCRAN download activity rather than from a live index of the repository, so treat it as last known rather than guaranteed.

Health

CRAN checks

13OK

CRAN check page ↗

Slowest check: 8.0 min · r-oldrel-macos-x86_64

Status changes

OK13 OK2026-08-05
NOTE12 OK, 1 NOTE2026-08-01
OK14 OK2026-03-10

Advisories

none known

How this is measured·How advisories are found

Documentation

In release 2.0.0

READMEYes · 146 wordsVignettesYes · 1 · dynamicNEWSNoCitation fileNoWebsitenot declared in DESCRIPTION

Help pages: 7includes a package overview page
Examples that run: 100%6 run in a plain check
Exported functions with examples: 100%
Documented parameters: 100%
Return-value docs: 100%
Help pages citing references: 71%

Vignettes (1)

Nonparametric and Cox-based estimation of average treatment effects in competing risks using 'causalCmprsk' package

How these are measured

Downloads

3.2K

CRAN downloads in the past year

Rank #13,574 · ~9/day · ~269/mo

Releases R versions

Daily download trend is not available in this view yet.

32630 days

85590 days

3.2K1 year

Compare downloads with other packages →

Also on85 r2u13 autocran

How downloads are counted

Repository

bella2001/causalcmprsk ↗Account: Bella2001

3Stars

0Forks

0Open issues

0Open PRs

0Releases

45Commits

5Commit identities

45 commits · Last activity 2023-07-04

Responsiveness

How these are sampled

PRs merged (all time): 100%
Median days to close, 50 most recently updated closed issues: not measured
Median days to close, 50 most recently updated closed PRs: 0

Stars over time

2022-12-18 · 32026-07-07 · 3

How these are measured

PracticesBeta

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

Checks run against github.com/bella2001/causalcmprsk on 2026-10-21.

Lint, format, editor (1)

RStudio project

How this is detected·Detection ruleset v4 (2026-10-20)

Dependencies

Declared dependencies

18 external dependencies (excludes base and recommended)

Installing causalCmprsk adds 12 packages (7 with compiled code, 9.4 MB of source tarballs). Heaviest: data.table 5.7 MB, vctrs 1.0 MB, rlang 766 KB.

Depends (1)

R >= 4.0.0

Imports (9)

survivalinline doParallelparallelutilsforeach data.table purrrmethods

LinkingTo (0)

none

Suggests (13)

knitr rmarkdown bookdown tidyverse ggalt cobalt ggsci modEvA naniar DT Hmisc hrbrthemes summarytools

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

How these are counted

Code & Tests

People & History

People (6)

Bella Vakulenko-Lagun

Author, Maintainer since 1.0.0 (2020)

Mark Albers

Author · added in 1.0.1

Marie-Laure Charpignon

Author

Sudeshna Das

Author

Colin Magdamo

Author

Bang Zheng

Author

Listed in earlier versions (1)

Mark W Albers

no longer listed · 1.0.0

Releases (6)

Pick two releases to compare their code metrics.

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
2.0.0Latest
record
2023-07-04 · current release · diff ↗
R
R 4.3.0 released · 2023-04-21
unarchivedReturned to CRAN
2023-03-31
1.1.0
record
2023-03-31 · diff ↗
R
R 4.2.0 released · 2022-04-22
archivedRemoved from CRAN
2022-04-04
'coercion to logical' errors were not corrected in time See https://www.stats.ox.ac.uk/pub/bdr/LENGTH1/
unarchivedReturned to CRAN
2021-08-09
1.0.3
record
2021-08-09 · diff ↗
1.0.2
record
2021-08-09 · diff ↗
archivedRemoved from CRAN
2021-08-08
check problems were not corrected in time
R
R 4.1.0 released · 2021-05-18
1.0.1
record
2021-01-05 · diff ↗
1.0.0
record
2020-11-03

Show 1 earlier eventHide 1 earlier event

R
R 4.0.0 released · 2020-04-24

Package metadata

First published: 2020-11-03
Total releases: 6 / 6 yrs
License: GPL (>= 2) OSI
Minimum R: ≥ 4.0.0
Download size: 289 KB

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("causalCmprsk")

Format

Vakulenko-Lagun, B., Albers, M., Charpignon, M., Das, S., Magdamo, C., & Zheng, B. (2023). causalCmprsk: Nonparametric and Cox-Based Estimation of Average Treatment Effects in Competing Risks (Version 2.0.0) [Computer software]. https://doi.org/10.32614/CRAN.package.causalCmprsk

This package has no citation file, so citation() returns this entry built from DESCRIPTION.

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 causalCmprsk version 2.0.0 [Data set]. HJJB, LLC. Data release v2026-10-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-10-23, which the citation names so these numbers can be found later. More on citing and the projects behind them.

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