Package: infoxtr
Title: Information-Theoretic Measures for Revealing Variable
        Interactions
Version: 0.3
Authors@R: 
    person(given = "Wenbo", family = "Lyu",
           email = "lyu.geosocial@gmail.com", 
           role = c("aut", "cre", "cph"),
           comment = c(ORCID = "0009-0002-6003-3800"))
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 introduced by Martinez-Sanchez et al. (2024) <doi:10.1038/s41467-024-53373-4>, and information imbalance gain following Del Tatto et al. (2024) <doi:10.1073/pnas.2317256121>, allowing detection of complex and diverse relationships among variables.
License: GPL-3
Encoding: UTF-8
URL: https://stscl.github.io/infoxtr/, https://github.com/stscl/infoxtr
BugReports: https://github.com/stscl/infoxtr/issues
Depends: R (>= 4.1.0)
LinkingTo: Rcpp, RcppThread
Imports: methods, sdsfun, sf, terra
Suggests: knitr, Rcpp, RcppThread, readr, rmarkdown, spEDM, tEDM
VignetteBuilder: knitr
Config/roxygen2/markdown: TRUE
Config/roxygen2/version: 8.1.0
NeedsCompilation: yes
Packaged: 2026-09-30 06:57:28 UTC; 31809
Author: Wenbo Lyu [aut, cre, cph] (ORCID:
    <https://orcid.org/0009-0002-6003-3800>)
Maintainer: Wenbo Lyu <lyu.geosocial@gmail.com>
Repository: CRAN
Date/Publication: 2026-09-30 18:50:13 UTC
