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>, 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: 8.0.0
Config/pak/sysreqs: libabsl-dev cmake libgdal-dev gdal-bin libgeos-dev
        libssl-dev libproj-dev libsqlite3-dev libudunits2-dev
Repository: https://stscl.r-universe.dev
Date/Publication: 2026-05-26 08:36:00 UTC
RemoteUrl: https://github.com/stscl/infoxtr
RemoteRef: HEAD
RemoteSha: 22cb4a9edc479616d9b7592cb2f4f4258df2b42b
NeedsCompilation: yes
Packaged: 2026-06-24 03:30:16 UTC; root
Author: Wenbo Lyu [aut, cre, cph] (ORCID:
    <https://orcid.org/0009-0002-6003-3800>)
Maintainer: Wenbo Lyu <lyu.geosocial@gmail.com>