infoxtr
Information-Theoretic Measures for Revealing Variable Interactions
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.
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CRAN Check Status
Show all 13 flavors
| Flavor | Status |
|---|---|
| r-devel-linux-x86_64-debian-clang | OK |
| r-devel-linux-x86_64-debian-gcc | OK |
| r-devel-linux-x86_64-fedora-clang | OK |
| r-devel-linux-x86_64-fedora-gcc | OK |
| r-devel-windows-x86_64 | OK |
| r-oldrel-macos-arm64 | OK |
| r-oldrel-macos-x86_64 | OK |
| r-oldrel-windows-x86_64 | OK |
| r-patched-linux-x86_64 | OK |
| r-release-linux-x86_64 | OK |
| r-release-macos-arm64 | OK |
| r-release-macos-x86_64 | OK |
| r-release-windows-x86_64 | OK |
Check History
OK 12 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 25, 2026
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Apr 22, 2026
installed package size
installed size is 8.2Mb
sub-directories of 1Mb or more:
libs 7.7Mb
installed package size
installed size is 8.6Mb
sub-directories of 1Mb or more:
libs 8.0Mb
ERROR 11 OK · 2 NOTE · 0 WARNING · 1 ERROR · 0 FAILURE Apr 18, 2026
whether package can be installed
Installation failed. See 'd:/Rcompile/CRANpkg/local/4.6/infoxtr.Rcheck/00install.out' for details.
installed package size
installed size is 8.2Mb
sub-directories of 1Mb or more:
libs 7.7Mb
installed package size
installed size is 8.6Mb
sub-directories of 1Mb or more:
libs 8.0Mb
NOTE 3 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 19, 2026
installed package size
installed size is 8.2Mb
sub-directories of 1Mb or more:
libs 7.7Mb
installed package size
installed size is 8.5Mb
sub-directories of 1Mb or more:
libs 7.9Mb