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Functions for the clustering of variables around Latent Variables, for 2-way or 3-way data. Each cluster of variables, which may be defined as a local or directional cluster, is associated with a latent variable. External variables measured on the same observations or/and additional information on the variables can be taken into account. A "noise" cluster or sparse latent variables can also be defined.
| Version: | 2.1.1 |
| Depends: | R (≥ 4.1.0) |
| Imports: | Rcpp, doParallel, foreach, parallel, iterators, plyr |
| LinkingTo: | Rcpp, RcppEigen |
| Suggests: | knitr, rmarkdown |
| Published: | 2022-05-28 |
| DOI: | 10.32614/CRAN.package.ClustVarLV |
| Author: | Evelyne Vigneau [aut, cre], Mingkun Chen [ctb], Veronique Cariou [aut] |
| Maintainer: | Evelyne Vigneau <evelyne.vigneau at oniris-nantes.fr> |
| License: | GPL-3 |
| NeedsCompilation: | yes |
| In views: | Psychometrics |
| CRAN checks: | ClustVarLV results |
| Reference manual: | ClustVarLV.pdf |
| Vignettes: |
Getting started with ClustVarLV Clustering Three-Way data |
| Package source: | ClustVarLV_2.1.1.tar.gz |
| Windows binaries: | r-devel: ClustVarLV_2.1.1.zip, r-release: ClustVarLV_2.1.1.zip, r-oldrel: ClustVarLV_2.1.1.zip |
| macOS binaries: | r-release (arm64): ClustVarLV_2.1.1.tgz, r-oldrel (arm64): ClustVarLV_2.1.1.tgz, r-release (x86_64): ClustVarLV_2.1.1.tgz, r-oldrel (x86_64): ClustVarLV_2.1.1.tgz |
| Old sources: | ClustVarLV archive |
| Reverse suggests: | ClustBlock |
| Reverse enhances: | klaR |
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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.