Package: infoxtr
Title: Information-Theoretic Measures for Revealing Variable
        Interactions
Version: 0.2
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
RoxygenNote: 7.3.3
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
NeedsCompilation: yes
Packaged: 2026-03-30 11:34:47 UTC; dell
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: 2026-03-30 14:10:29 UTC
Built: R 4.6.0; x86_64-apple-darwin20; 2026-04-29 04:01:57 UTC; unix
Archs: infoxtr.so.dSYM
