The hardware and bandwidth for this mirror is donated by METANET, the Webhosting and Full Service-Cloud Provider.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]metanet.ch.

patterncausality: Pattern Causality Algorithm

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.

Version: 0.2.0
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: 2025-01-10
DOI: 10.32614/CRAN.package.patterncausality
Author: Stavros Stavroglou ORCID iD [aut], Athanasios Pantelous ORCID iD [aut], Hui Wang ORCID iD [aut, cre]
Maintainer: Hui Wang <huiw1128 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.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_0.2.0.tar.gz
Windows binaries: r-devel: patterncausality_0.2.0.zip, r-release: patterncausality_0.2.0.zip, r-oldrel: patterncausality_0.2.0.zip
macOS binaries: r-release (arm64): patterncausality_0.2.0.tgz, r-oldrel (arm64): patterncausality_0.2.0.tgz, r-release (x86_64): patterncausality_0.2.0.tgz, r-oldrel (x86_64): patterncausality_0.1.3.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.