R Observatory: Metrics for patterncausality version 0.2.4

Balamuta, James Joseph

doi:10.5281/zenodo.21843040

patterncausality

0.2.4

Pattern Causality Algorithm

0packages depend

4.2Kdownloads / year

26.9%test coverage

13/13checks pass

Overview

About

Maintained by Stavros StavroglouFirst published 2024-07-319 releasesCRAN page ↗GitHub ↗

A comprehensive package for detecting and analyzing causal relationships in complex systems using pattern-based approaches. Key features include state space reconstruction, pattern identification, and causality strength evaluation.

Install

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

install.packages("patterncausality", 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("pattern-causality/pattern_causality")

Development version from pattern-causality/pattern_causality. 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-patterncausality

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-patterncausality

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-patterncausality

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

Health

CRAN checks

13OK

Slowest check: 7.3 min · r-release-macos-x86_64

Code health

Yes

Tests · ratio 0.04

26.9%

Coverage · measured lines

100%

Documentation · exports

13

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

Documentation

READMEYes · 902 wordsVignettesYes · dynamicpkgdown siteNoNEWSYes · 100% structuredCode of conductNoContributing guideNo

Examples that run: 63%
Documented parameters: 100%
Return-value docs: 100%
References docs: 4%

Downloads

4.2K

CRAN downloads in the past year

Rank #7,437 · ~11/day · ~349/mo

Releases R versions

Daily download trend is not available in this view yet.

26830 days

1.2K90 days

4.2K1 year

Compare downloads with other packages →

Also on203 r2u28 autocran

Repository

GitHub ↗ pattern-causality/pattern_causality

6Stars

4Forks

1Open issues

0Open PRs

2Releases

126Commits

2Contributors

126 commits · Last activity 2026-03-18 · 0% stars, 30d

Stars over time

2025-04-18 · 42026-07-07 · 6

Repository practices

Upstream repositoryBeta

3 development-tooling and community-health practices detected across 3 families in the upstream repository

Checks run against github.com/pattern-causality/pattern_causality on 2026-08-23.

Continuous integration (1)

GitHub Actions

CRAN release process (1)

cran-comments.md

Docs source (1)

README.Rmd

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

Dependencies

Declared dependencies

16 external dependencies (excludes base and recommended)

Depends (1)

R >= 4.1.0

Imports (13)

statsplot3D ggplot2 reshape2gridggthemes tidyr statebins ggrepel RColorBrewer scales gridExtraparallel

LinkingTo (0)

none

Suggests (7)

knitr rmarkdown stringr testthat lintr zoographics

Enhances (0)

none

Dependency license breakdown →

Reverse dependencies

0direct

0indirect

Nothing depends on this yet.

Code & Tests

Datasets

People & History

People (3)

Maintainer (1)

Stavros Stavroglou

Author, Maintainer

Authors (3)

Stavros Stavroglou

Author, Maintainer

Athanasios Pantelous

Author

Hui Wang

Author

Package Timeline

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

R
R 4.6.0 released · 2026-04-24
0.2.4Latest
2026-03-19 · current release · diff ↗
0.2.3
2025-10-01 · diff ↗
0.2.2
2025-09-04 · diff ↗
R
R 4.5.0 released · 2025-04-11
0.2.1
2025-02-15 · diff ↗
0.2.0
2025-01-10 · diff ↗
0.1.3
2024-09-25 · diff ↗
0.1.2
2024-08-22 · diff ↗
0.1.1
2024-08-18 · diff ↗
0.1.0
2024-07-31
R
R 4.4.0 released · 2024-04-24

Package metadata

First published: 2024-07-31
Total releases: 9 / 2 yrs
License: GPL-3 | file LICENSE OSI
Minimum R: ≥ 4.1.0
Bundled data: 266 KB / 3 files
Download size: 2.6 MB
Installed size: not tracked yet
With dependencies: not tracked yet

Cite

Cite this package

Run in R for the authors' preferred citation:

citation("patterncausality")

Format

Stavroglou, S., Pantelous, A., & Wang, H. (2026). patterncausality: Pattern Causality Algorithm (Version 0.2.4) [Computer software]. https://doi.org/10.32614/CRAN.package.patterncausality

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 patterncausality version 0.2.4 [Data set]. HJJB, LLC. Data release v2026-08-23. https://doi.org/10.5281/zenodo.21843040

From data release v2026-08-23, 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 →