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patterncausality: Pattern Causality Algorithm

Pattern causality is a novel approach for detecting the hidden causality in the complex system.

Version: 0.2.3
Depends: R (≥ 4.1.0)
Imports: stats, plot3D, ggplot2, reshape2, grid, ggthemes, tidyr, statebins, ggrepel, RColorBrewer, scales, gridExtra, parallel
Suggests: knitr, rmarkdown, stringr, testthat (≥ 3.0.0), lintr, zoo, graphics
Published: 2025-10-01
DOI: 10.32614/CRAN.package.patterncausality
Author: Stavros Stavroglou ORCID iD [aut, cre], Athanasios Pantelous ORCID iD [aut], Hui Wang ORCID iD [aut]
Maintainer: Stavros Stavroglou <stavros.k.stavroglou at gmail.com>
BugReports: https://github.com/skstavroglou/pattern_causality/issues
License: GPL-3 | file LICENSE
URL: https://github.com/skstavroglou/pattern_causality/
NeedsCompilation: no
Citation: patterncausality citation info
Materials: README, NEWS
CRAN checks: patterncausality results

Documentation:

Reference manual: patterncausality.html , patterncausality.pdf
Vignettes: Advanced Pattern Causality with Custom Functions (source, R code)
Dynamic Pattern Causality (source, R code)
Multiple Series Pattern Causality Analysis (source, R code)
Parallel Computing in Pattern Causality (source, R code)
Introduction to patterncausality (source, R code)
Pattern Causality between two series (source, R code)

Downloads:

Package source: patterncausality_0.2.3.tar.gz
Windows binaries: r-devel: patterncausality_0.2.3.zip, r-release: patterncausality_0.2.3.zip, r-oldrel: patterncausality_0.2.3.zip
macOS binaries: r-release (arm64): patterncausality_0.2.3.tgz, r-oldrel (arm64): patterncausality_0.2.3.tgz, r-release (x86_64): patterncausality_0.2.3.tgz, r-oldrel (x86_64): patterncausality_0.2.3.tgz
Old sources: patterncausality archive

Linking:

Please use the canonical form https://CRAN.R-project.org/package=patterncausality to link to this page.

These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.