The hardware and bandwidth for this mirror is donated by dogado GmbH, the Webhosting and Full Service-Cloud Provider. Check out our Wordpress Tutorial.
If you wish to report a bug, or if you are interested in having us mirror your free-software or open-source project, please feel free to contact us at mirror[@]dogado.de.
infoxtr: Information-Theoretic Measures for Revealing Variable
Interactions
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.
| Version: |
0.2 |
| Depends: |
R (≥ 4.1.0) |
| Imports: |
methods, sdsfun, sf, terra |
| LinkingTo: |
Rcpp, RcppThread |
| Suggests: |
knitr, Rcpp, RcppThread, readr, rmarkdown, spEDM, tEDM |
| Published: |
2026-03-30 |
| DOI: |
10.32614/CRAN.package.infoxtr |
| Author: |
Wenbo Lyu  [aut,
cre, cph] |
| Maintainer: |
Wenbo Lyu <lyu.geosocial at gmail.com> |
| BugReports: |
https://github.com/stscl/infoxtr/issues |
| License: |
GPL-3 |
| URL: |
https://stscl.github.io/infoxtr/, https://github.com/stscl/infoxtr |
| NeedsCompilation: |
yes |
| Citation: |
infoxtr citation info |
| Materials: |
README, NEWS |
| CRAN checks: |
infoxtr results |
Documentation:
Downloads:
Reverse dependencies:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=infoxtr
to link to this page.
These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.
Health stats visible at Monitor.