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.
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