N-Way Partial Least Squares Modelling of Multi-Way Data R package NPLStoolbox version 1.1.0 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>. Software Depends: R (>= 2.10) Imports: dplyr, parafac4microbiome, pracma, rTensor, stats Suggests: ggplot2, ggpubr, knitr, rmarkdown, testthat (>= 3.0.0), tidyr Geert Roelof van der Ploeg <g.r.ploeg@uva.nl> Comprehensive R Archive Network (CRAN) Geert Roelof van der Ploeg [aut, cre] (ORCID: <https://orcid.org/0009-0007-5204-3386>), Johan Westerhuis [ctb] (ORCID: <https://orcid.org/0000-0002-6747-9779>), Anna Heintz-Buschart [ctb] (ORCID: <https://orcid.org/0000-0002-9780-1933>), Age Smilde [ctb] (ORCID: <https://orcid.org/0000-0002-3052-4644>), University of Amsterdam [cph, fnd] MIT + file LICENSE (https://CRAN.R-project.org/package=NPLStoolbox/LICENSE) 2025-07-31 application/tgz https://CRAN.R-project.org/package=NPLStoolbox doi:10.32614/CRAN.package.NPLStoolbox