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: 1.0.0
Depends: R (≥ 2.10)
Imports: dplyr, parafac4microbiome, pracma, rTensor, stats
Suggests: knitr, rmarkdown, testthat (≥ 3.0.0)
Published: 2025-06-10
DOI: 10.32614/CRAN.package.NPLStoolbox
Author: Geert Roelof van der Ploeg ORCID iD [aut, cre], Johan Westerhuis ORCID iD [ctb], Anna Heintz-Buschart ORCID iD [ctb], Age Smilde ORCID iD [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 + file LICENSE
URL: https://github.com/GRvanderPloeg/NPLStoolbox, https://grvanderploeg.com/NPLStoolbox/
NeedsCompilation: no
Materials: README NEWS
CRAN checks: NPLStoolbox results

Documentation:

Reference manual: NPLStoolbox.pdf
Vignettes: Cornejo2025_analysis (source, R code)

Downloads:

Package source: NPLStoolbox_1.0.0.tar.gz
Windows binaries: r-devel: NPLStoolbox_1.0.0.zip, r-release: NPLStoolbox_1.0.0.zip, r-oldrel: NPLStoolbox_1.0.0.zip
macOS binaries: r-release (arm64): NPLStoolbox_1.0.0.tgz, r-oldrel (arm64): NPLStoolbox_1.0.0.tgz, r-release (x86_64): not available, r-oldrel (x86_64): not available

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