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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 [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 + 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

Linking:

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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.