Package: infocausality 1.2

Wenbo Lyu

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>.

Authors:Wenbo Lyu [aut, cre, cph]

infocausality_1.2.tar.gz
infocausality_1.2.zip(r-4.7)infocausality_1.2.zip(r-4.6)infocausality_1.2.zip(r-4.5)
infocausality_1.2.tgz(r-4.6-x86_64)infocausality_1.2.tgz(r-4.6-arm64)infocausality_1.2.tgz(r-4.5-x86_64)infocausality_1.2.tgz(r-4.5-arm64)
infocausality_1.2.tar.gz(r-4.7-arm64)infocausality_1.2.tar.gz(r-4.7-x86_64)infocausality_1.2.tar.gz(r-4.6-arm64)infocausality_1.2.tar.gz(r-4.6-x86_64)
infocausality_1.2.tgz(r-4.6-emscripten)
manual.pdf |manual.html✨
DESCRIPTION |NEWS
card.svg |card.png
infocausality/json (API)

# Install 'infocausality' in R:

install.packages('infocausality', repos = c('https://stscl.r-universe.dev', 'https://cloud.r-project.org'))

Bug tracker:https://github.com/stscl/infocausality/issues

Pkgdown/docs site:https://stscl.github.io

Uses libs:

c++– GNU Standard C++ Library v3

On CRAN:

causal-discovery causality entropy-measures info-theory information-flow temporal-causality time-series-analysis cpp

5.26 score 6 stars 159 downloads 1 exports 48 dependencies

Last updated from:f2cb61d415. Checks:13 OK. Indexed: yes.

Target	Result	Time
linux-devel-arm64	OK	236
linux-devel-x86_64	OK	188
source / vignettes	OK	233
linux-release-arm64	OK	242
linux-release-x86_64	OK	222
macos-release-arm64	OK	174
macos-release-x86_64	OK	341
macos-oldrel-arm64	OK	122
macos-oldrel-x86_64	OK	311
windows-devel	OK	206
windows-release	OK	199
windows-oldrel	OK	179
wasm-release	OK	139