didec: Directed Dependence Coefficient
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 LICENSE |
| NeedsCompilation: |
no |
| CRAN checks: |
didec results |
Documentation:
Downloads:
Linking:
Please use the canonical form
https://CRAN.R-project.org/package=didec
to link to this page.