R Observatory: Metrics for NetCoupler version 0.1.1

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

NetCoupler

0.1.1

Inference of Causal Links Between a Network and an External Variable

0packages depend

6.2Kdownloads / year

–test coverage

13/13checks pass

Overview

About

Maintained by Luke JohnstonFirst published 2022-04-082 releasesCRAN page ↗GitHub ↗

The 'NetCoupler' algorithm identifies potential direct effects of correlated, high-dimensional variables formed as a network with an external variable. The external variable may act as the dependent/response variable or as an independent/predictor variable to the network.

Install

R (CRAN)pak (dev)Ubuntu (r2u)

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

Development version from NetCoupler/NetCoupler. 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-netcoupler

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

Health

CRAN checks

13OK

Slowest check: 1.9 min · r-oldrel-windows-x86_64

Code health

Yes

Tests · ratio 0.27

not tracked

Coverage

95%

Documentation · exports

15

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
OK2026-03-10
14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE

Documentation

READMEYes · 475 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 100%
Documented parameters: 76%
Return-value docs: 83%
References docs: 0%

Downloads

6.2K

CRAN downloads in the past year

Rank #6,872 · ~17/day · ~519/mo

Releases R versions

Daily download trend is not available in this view yet.

20930 days

1.3K90 days

6.2K1 year

Compare downloads with other packages →

Also on105 r2u

Repository

GitHub ↗ netcoupler/netcoupler

7Stars

3Forks

46Open issues

0Open PRs

2Releases

670Commits

5Contributors

670 commits · Last activity 2025-05-20

Stars over time

2025-06-17 · 72026-07-07 · 7

Repository practices

Upstream repositoryBeta

6 development-tooling and community-health practices detected across 6 families in the upstream repository

Checks run against github.com/netcoupler/netcoupler on 2026-08-09.

Continuous integration (1)

GitHub Actions

Reproducibility and dev environment (1)

data-raw/

CRAN release process (1)

cran-comments.md

Docs source (1)

README.Rmd

Show all practices

Lint, format, editor (1)

RStudio project

Coverage (1)

Codecov

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

Dependencies

Declared dependencies

19 external dependencies (excludes base and recommended)

Depends (1)

R >= 3.5.0

Imports (15)

checkmate dplyr ids igraph lifecycle magrittr pcalg ppcor purrr rlangstatstibble tidyselectutilstidygraph

LinkingTo (0)

none

Suggests (6)

broom furrr knitr rmarkdown spelling testthat

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (5)

Maintainer (1)

Luke Johnston

Author, Maintainer, Copyright holder

Authors (2)

Luke Johnston

Author, Maintainer, Copyright holder

Clemens Wittenbecher

Author, Copyright holder

Contributors (3)

Fabian Eichelmann

Contributor

Daniel Ibsen

Contributor

Helena Zacharias

Contributor

Copyright holders (2)

Luke Johnston

Author, Maintainer, Copyright holder

Clemens Wittenbecher

Author, Copyright holder

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
0.1.1Latest
2025-05-20 · current release · diff ↗
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
R
R 4.2.0 released · 2022-04-22
0.1.0
2022-04-08
R
R 4.1.0 released · 2021-05-18

Package metadata

First published: 2022-04-08
Total releases: 2 / 4 yrs
License: MIT + file LICENSE OSI
Minimum R: ≥ 3.5.0
Bundled data: 234 KB / 1 file
Download size: 665 KB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("NetCoupler")

Format

Johnston, L., Eichelmann, F., Ibsen, D., Wittenbecher, C., & Zacharias, H. (2025). NetCoupler: Inference of Causal Links Between a Network and an External Variable (Version 0.1.1) [Computer software]. https://doi.org/10.32614/CRAN.package.NetCoupler

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 NetCoupler version 0.1.1 [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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