Package: didec 0.1.0
Yuping Wang
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>).
Authors:
didec_0.1.0.tar.gz
didec_0.1.0.tar.gz(r-4.5-noble)didec_0.1.0.tar.gz(r-4.4-noble)
didec_0.1.0.tgz(r-4.4-emscripten)didec_0.1.0.tgz(r-4.3-emscripten)
didec.pdf |didec.html✨
didec/json (API)
| # Install 'didec' in R: |
| install.packages('didec', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org')) |
- bioclimatic - Bioclimatic variables
This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.
Last updated 2 months agofrom:d5e1b726c2. Checks:OK: 2. Indexed: no.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Oct 26 2024 |
| R-4.5-linux | OK | Oct 26 2024 |
Exports:didecmfociVarClustPartition
Dependencies:abindapebackportsbase64encbootbroombslibcachemcarcarDatacliclustercolorspacecopBasiccorrplotcowplotcpp11crosstalkdata.tabledendextendDerivdigestdoBydplyrDTellipseemmeansestimabilityevaluatefactoextraFactoMineRfansifarverfastmapflashClustFOCIfontawesomeFormulafsgenericsggplot2ggpubrggrepelggsciggsignifgluegmpgoftestgridExtragtablegtoolshighrhtmltoolshtmlwidgetshttpuvisobandjquerylibjsonliteknitrlabelinglaterlatticelazyevalleapslifecyclelme4lmomcoLmomentsmagrittrMASSMatrixMatrixModelsmemoisemgcvmicrobenchmarkmimeminqamodelrmultcompViewmunsellmvtnormnlmenloptrnnetnumDerivpbkrtestphylogrampillarpkgconfigplyrpolynompromisesproxypurrrquantregR6randtoolboxRANNrappdirsRColorBrewerRcppRcppArmadilloRcppEigenreshape2rlangrmarkdownrngWELLrstatixsassscalesscatterplot3dSparseMstringistringrsurvivaltibbletidyrtidyselecttinytexutf8vctrsviridisviridisLitewithrxfunyaml
Readme and manuals
Help Manual
| Help page | Topics |
|---|---|
| Bioclimatic variables | bioclimatic |
| Computes the directed dependence coefficient. | didec |
| Multivariate feature ordering by conditional independence. | mfoci |
| Hierarchical variable clustering. | VarClustPartition |
