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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 |
| Reference manual: | didec.pdf |
| Package source: | didec_0.1.0.tar.gz |
| Windows binaries: | r-devel: didec_0.1.0.zip, r-release: didec_0.1.0.zip, r-oldrel: didec_0.1.0.zip |
| macOS binaries: | r-release (arm64): didec_0.1.0.tgz, r-oldrel (arm64): didec_0.1.0.tgz, r-release (x86_64): didec_0.1.0.tgz, r-oldrel (x86_64): didec_0.1.0.tgz |
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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.