infocausality: Information-Theoretic Measure of Causality

Methods for quantifying temporal and spatial causality through information flow, and decomposing it into unique, redundant, and synergistic components, following the framework described in Martinez-Sanchez et al. (2024) <doi:10.1038/s41467-024-53373-4>.

Version: 1.0
Depends: R (≥ 4.1.0)
Imports: methods, reticulate (≥ 1.41.0), sdsfun, sf, terra
LinkingTo: Rcpp
Suggests: gdverse, ggplot2, knitr, Rcpp, rmarkdown, spEDM, tEDM
Published: 2025-11-03
DOI: 10.32614/CRAN.package.infocausality (may not be active yet)
Author: Wenbo Lv ORCID iD [aut, cre, cph]
Maintainer: Wenbo Lv <lyu.geosocial at gmail.com>
BugReports: https://github.com/stscl/infocausality/issues
License: GPL-3
URL: https://stscl.github.io/infocausality/, https://github.com/stscl/infocausality
NeedsCompilation: yes
Materials: README, NEWS
CRAN checks: infocausality results

Documentation:

Reference manual: infocausality.html , infocausality.pdf
Vignettes: surd (source)

Downloads:

Package source: infocausality_1.0.tar.gz
Windows binaries: r-devel: infocausality_1.0.zip, r-release: not available, r-oldrel: not available
macOS binaries: r-release (arm64): infocausality_1.0.tgz, r-oldrel (arm64): infocausality_1.0.tgz, r-release (x86_64): infocausality_1.0.tgz, r-oldrel (x86_64): infocausality_1.0.tgz

Linking:

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