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infocausality

CRAN CRAN Release License Lifecycle: experimental R-CMD-check R-universe

infocausality website: https://stscl.github.io/infocausality/

Information-Theoretic Measure of Causality

infocausality is an R package for information-theoretic causal analysis.
It quantifies temporal and spatial causality through information flow, and decomposes it into unique, redundant, and synergistic components. The package provides native support for data.frame, sf, and SpatRaster objects, offering a unified interface for both time-series and spatial cross-sectional causal analysis.

Refer to the package documentation https://stscl.github.io/infocausality/ for more detailed information.

Installation

install.packages("infocausality", dep = TRUE)
install.packages("infocausality",
                 repos = c("https://stscl.r-universe.dev",
                           "https://cloud.r-project.org"),
                 dep = TRUE)
if (!requireNamespace("devtools")) {
    install.packages("devtools")
}
devtools::install_github("stscl/infocausality",
                         build_vignettes = TRUE,
                         dep = TRUE)

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.
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