R Observatory: Metrics for CoOL version 1.1.2

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

This package was removed from CRAN on 2025-12-25. Its history is shown below.

Reason: issues were not addressed in time

Details below reflect version 1.1.2, its last release before removal.

CoOL

1.1.2

Causes of Outcome Learning

0packages depend

–downloads / year

–test coverage

–checks pass

Overview

About

Maintained by Andreas Rieckmann5 releasesCRAN page ↗

Implementing the computational phase of the Causes of Outcome Learning approach as described in Rieckmann, Dworzynski, Arras, Lapuschkin, Samek, Arah, Rod, Ekstrom. 2022. Causes of outcome learning: A causal inference-inspired machine learning approach to disentangling common combinations of potential causes of a health outcome. International Journal of Epidemiology doi:10.1093/ije/dyac078. The optional 'ggtree' package can be obtained through Bioconductor.

Install

R (source archive)Ubuntu (r2u)openSUSE (OBS)

url <- "https://cran.r-project.org/src/contrib/Archive/CoOL/CoOL_1.1.2.tar.gz"
pkgFile <- "CoOL_1.1.2.tar.gz"
download.file(url, pkgFile)
install.packages(pkgFile, type = "source", repos = NULL)

This package is no longer on CRAN, so install.packages() cannot fetch it by name. This downloads the last archived source (1.1.2) and builds it locally. Install its dependencies first, and note that building from source needs the usual compiler toolchain.

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-cool

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

# 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-CoOL

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

Health

CRAN checks

CRAN check results are not tracked yet.

Code health

None

Tests · ratio 0.00

not tracked

Coverage

11

Dependencies · direct

Documentation

READMEYes · 36 wordsVignettesNopkgdown siteNoNEWSNoCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: not tracked
Return-value docs: not tracked
References docs: 75%

Downloads

Releases R versions

Daily download trend is not available in this view yet.

Compare downloads with other packages →

Also on360 r2u15 autocran

Dependencies

Declared dependencies

12 external dependencies (excludes base and recommended)

Depends (0)

none

Imports (11)

Rcpp data.table pROCgraphicsmltoolsstatsplyr ggplot2 ClustGeo wesandersongrDevices

LinkingTo (2)

Rcpp RcppArmadillo

Suggests (2)

ggtree imager

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

–indirect (not tracked)

Nothing depends on this yet.

Code & Tests

People & History

People (4)

Maintainer (1)

Andreas Rieckmann

Author, Maintainer

Authors (3)

Andreas Rieckmann

Author, Maintainer

Piotr Dworzynski

Author

Claus Thorn

Author

Contributors (1)

Leila Arras

Contributor

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
archivedRemoved from CRAN
2025-12-25
issues were not addressed in time
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
1.1.2
2022-05-24 · diff ↗
R
R 4.2.0 released · 2022-04-22
1.0.3
2021-07-16 · diff ↗
1.0.2
2021-06-30 · diff ↗
R
R 4.1.0 released · 2021-05-18
1.0.1
2021-02-23 · diff ↗
1.0
2021-02-12
R
R 4.0.0 released · 2020-04-24

Package metadata

Total releases: 5
License: GPL-2 OSI
Download size: not tracked yet
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("CoOL")

Format

Rieckmann, A., Dworzynski, P., Arras, L., & Thorn, C. (n.d.). CoOL: Causes of Outcome Learning (Version 1.1.2) [Computer software]. Retrieved August 14, 2026, from https://CRAN.R-project.org/package=CoOL

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 CoOL version 1.1.2 [Data set]. HJJB, LLC. Data release v2026-08-13. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-13, which the citation names so these numbers can be found later. More on citing and the projects behind them.

Report a problem with this page →