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infoxtr  

Information-Theoretic Measures for Revealing Variable Interactions
View on CRAN: Click here


Download and install infoxtr package within the R console
Install from CRAN:
install.packages("infoxtr")

Install from Github:
library("remotes")
install_github("cran/infoxtr")

Install by package version:
library("remotes")
install_version("infoxtr", "0.1")



Attach the package and use:
library("infoxtr")
Maintained by
Wenbo Lyu
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2026-03-19
Latest Update: 2026-03-19
Description:
Implements information-theoretic measures to explore variable interactions, including ksg mutual information estimation for continuous variables from Kraskov et al. (2004) <doi:10.1103/PhysRevE.69.066138>, knockoff conditional mutual information described in Zhang & Chen (2025) <doi:10.1126/sciadv.adu6464>, synergistic-unique-redundant decomposition as introduced by Martinez-Sanchez et al. (2024) <doi:10.1038/s41467-024-53373-4>, allowing detection of complex and diverse relationships among variables.
How to cite:
Wenbo Lyu (2026). infoxtr: Information-Theoretic Measures for Revealing Variable Interactions. R package version 0.1, https://cran.r-project.org/web/packages/infoxtr. Accessed 30 Jul. 2026.
Previous versions and publish date:
(2026-07-09 07:49), 0.1 (2026-03-19 16:00)
Other packages that cited infoxtr R package
View infoxtr citation profile
Other R packages that infoxtr depends, imports, suggests or enhances
Complete documentation for infoxtr
Functions, R codes and Examples using the infoxtr R package
Full infoxtr package functions and examples
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