Information-Theoretic Measures for Revealing Variable Interactions
infoxtr is an R package for analyzing variable interactions using information-theoretic measures. Originally tailored for time series, its methods extend seamlessly to spatial cross-sectional data. Powered by a pure C++ engine with a lightweight R interface, the package also exposes its headers for direct integration into other R packages.
Refer to the package documentation https://stscl.github.io/infoxtr/ for more detailed information.
- Install from CRAN with:
install.packages("infoxtr", dep = TRUE)- Install binary version from R-universe with:
install.packages("infoxtr",
repos = c("https://stscl.r-universe.dev",
"https://cloud.r-project.org"),
dep = TRUE)- Install from source code on GitHub with:
if (!requireNamespace("devtools")) {
install.packages("devtools")
}
devtools::install_github("stscl/infoxtr",
build_vignettes = TRUE,
dep = TRUE)