didec: Directed Dependence Coefficient (original) (raw)
Directed Dependence Coefficient (didec) is a measure of directed dependence. Multivariate Feature Ordering by Conditional Independence (MFOCI) is a variable selection algorithm based on didec. Hierarchical Variable Clustering (VarClustPartition) is a variable clustering method based on didec. For more information, see the paper by Ansari and Fuchs (2024, <doi:10.48550/arXiv.2212.01621>), and the paper by Fuchs and Wang (2024, <doi:10.1016/j.ijar.2024.109185>).
| Version: | 0.1.0 |
|---|---|
| Depends: | R (≥ 2.10) |
| Imports: | copBasic (≥ 2.2.3), cowplot (≥ 1.1.2), dendextend (≥ 1.17.1), factoextra (≥ 1.0.7), FOCI (≥ 0.1.3), ggplot2 (≥ 3.4.4), graphics (≥ 4.3.0), grDevices (≥ 0.5-1), gtools (≥ 3.9.5), phylogram (≥ 2.1.0), rlang (≥ 1.1.4), stats (≥ 4.3.0) |
| Published: | 2024-08-26 |
| DOI: | 10.32614/CRAN.package.didec |
| Author: | Yuping Wang [aut, cre], Sebastian Fuchs [aut], Jonathan Ansari [aut] |
| Maintainer: | Yuping Wang <yuping.wang at plus.ac.at> |
| License: | MIT + file |
| NeedsCompilation: | no |
| CRAN checks: | didec results |
Documentation:
Downloads:
Linking:
Please use the canonical formhttps://CRAN.R-project.org/package=didecto link to this page.