NPLStoolbox: N-Way Partial Least Squares Modelling of Multi-Way Data
Creation and selection of N-way Partial Least Squares (NPLS) models. Selection of the optimal number of components can be done using ncrossreg(). NPLS was originally described by Rasmus Bro, see <doi:10.1002/%28SICI%291099-128X%28199601%2910%3A1%3C47%3A%3AAID-CEM400%3E3.0.CO%3B2-C>.
| Version: | 1.1.0 |
| Depends: | R (≥ 2.10) |
| Imports: | dplyr,parafac4microbiome,pracma,rTensor, stats |
| Suggests: | ggplot2,ggpubr,knitr,rmarkdown,testthat (≥ 3.0.0),tidyr |
| Published: | 2025-07-31 |
| DOI: | 10.32614/CRAN.package.NPLStoolbox |
| Author: | Geert Roelof van der Ploeg [aut, cre], Johan Westerhuis [ctb], Anna Heintz-Buschart [ctb], Age Smilde [ctb], University of Amsterdam [cph, fnd] |
| Maintainer: | Geert Roelof van der Ploeg <g.r.ploeg at uva.nl> |
| BugReports: | https://github.com/GRvanderPloeg/NPLStoolbox/issues |
| License: | MIT + fileLICENSE |
| URL: | https://github.com/GRvanderPloeg/NPLStoolbox,https://grvanderploeg.com/NPLStoolbox/ |
| NeedsCompilation: | no |
| Materials: | README,NEWS |
| CRAN checks: | NPLStoolbox results |
Documentation:
| Reference manual: | NPLStoolbox.html ,NPLStoolbox.pdf |
| Vignettes: | Introduction (source,R code) |
Downloads:
| Package source: | NPLStoolbox_1.1.0.tar.gz |
| Windows binaries: | r-devel:NPLStoolbox_1.1.0.zip, r-release:NPLStoolbox_1.1.0.zip, r-oldrel:NPLStoolbox_1.1.0.zip |
| macOS binaries: | r-release (arm64):NPLStoolbox_1.1.0.tgz, r-oldrel (arm64):NPLStoolbox_1.1.0.tgz, r-release (x86_64):NPLStoolbox_1.1.0.tgz, r-oldrel (x86_64):NPLStoolbox_1.1.0.tgz |
| Old sources: | NPLStoolbox archive |
Reverse dependencies:
| Reverse suggests: | CMTFtoolbox,parafac4microbiome |
Linking:
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