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:	0.2.1
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:	2025-02-15
DOI:	10.32614/CRAN.package.patterncausality
Author:	Stavros Stavroglou [aut], Athanasios Pantelous [aut], Hui Wang [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_0.2.1.tar.gz
Windows binaries:	r-devel: patterncausality_0.2.1.zip, r-release: patterncausality_0.2.1.zip, r-oldrel: patterncausality_0.2.1.zip
macOS binaries:	r-release (arm64): patterncausality_0.2.1.tgz, r-oldrel (arm64): patterncausality_0.2.1.tgz, r-release (x86_64): patterncausality_0.2.1.tgz, r-oldrel (x86_64): patterncausality_0.2.1.tgz
Old sources:	patterncausality archive

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