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infocausality

Information-Theoretic Measure of Causality

infocausality is an R package for information-theoreticcausal analysis.
It quantifies temporal and spatial causality through information flow,and decomposes it into unique, redundant, and synergistic components.The package provides native support fordata.frame,sf, andSpatRaster objects, offering a unifiedinterface for both time-series and spatial cross-sectional causalanalysis.

Refer to the package documentationhttps://stscl.github.io/infocausality/ for more detailedinformation.

Installation

• Install fromCRANwith:

install.packages("infocausality",dep =TRUE)

• Install binary version fromR-universewith:

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

• Install from source code onGitHub with:

if (!requireNamespace("devtools")) {install.packages("devtools")}devtools::install_github("stscl/infocausality",build_vignettes =TRUE,dep =TRUE)