didec: Directed Dependence Coefficient
Directed Dependence Coefficient (didec) is a measure of functional 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
(2025, <doi:10.48550/arXiv.2212.01621>), and the paper by Fuchs and Wang
(2024, <doi:10.1016/j.ijar.2024.109185>).
| Version: |
1.1.0 |
| Depends: |
R (≥ 3.5) |
| Imports: |
copBasic (≥ 2.2.3), cowplot (≥ 1.1.2), dendextend (≥
1.17.1), FOCI (≥ 0.1.3), ggplot2 (≥ 3.4.4), graphics (≥
4.3.0), grDevices (≥ 0.5-1), gtools (≥ 3.9.5), pcaPP (≥
2.0-5), phylogram (≥ 2.1.0), RANN (≥ 2.6.1), rlang (≥
1.1.4), stats (≥ 4.3.0) |
| Published: |
2026-02-02 |
| 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 |
| Materials: |
NEWS |
| CRAN checks: |
didec results |
Documentation:
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