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.
Versions across snapshots
| Version | Repository | File | Size |
|---|---|---|---|
0.2 |
rolling source/ R- | infoxtr_0.2.tar.gz |
251.5 KiB |
0.2 |
rolling linux/jammy R-4.5 | infoxtr_0.2.tar.gz |
251.5 KiB |
0.2 |
latest source/ R- | infoxtr_0.2.tar.gz |
251.5 KiB |
0.2 |
latest linux/jammy R-4.5 | infoxtr_0.2.tar.gz |
251.5 KiB |
0.2 |
2026-04-23 source/ R- | infoxtr_0.2.tar.gz |
251.5 KiB |
0.2 |
2026-04-09 windows/windows R-4.5 | infoxtr_0.2.zip |
770.9 KiB |