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Guided partial least squares (guided-PLS) is the combination of partial least squares by singular value decomposition (PLS-SVD) and guided principal component analysis (guided-PCA). For the details of the methods, see the reference section of GitHub README.md <https://github.com/rikenbit/guidedPLS>.
| Version: | 1.0.0 |
| Depends: | R (≥ 3.4.0) |
| Imports: | irlba |
| Suggests: | fields, knitr, rmarkdown, testthat |
| Published: | 2023-05-12 |
| DOI: | 10.32614/CRAN.package.guidedPLS |
| Author: | Koki Tsuyuzaki [aut, cre] |
| Maintainer: | Koki Tsuyuzaki <k.t.the-answer at hotmail.co.jp> |
| License: | MIT + file LICENSE |
| URL: | https://github.com/rikenbit/guidedPLS |
| NeedsCompilation: | no |
| Materials: | NEWS |
| CRAN checks: | guidedPLS results |
| Reference manual: | guidedPLS.pdf |
| Vignettes: |
1. Partial Least Squares (PLS) Models 2. Guided Partial Least Squares (guided-PLS) |
| Package source: | guidedPLS_1.0.0.tar.gz |
| Windows binaries: | r-devel: guidedPLS_1.0.0.zip, r-release: guidedPLS_1.0.0.zip, r-oldrel: guidedPLS_1.0.0.zip |
| macOS binaries: | r-release (arm64): guidedPLS_1.0.0.tgz, r-oldrel (arm64): guidedPLS_1.0.0.tgz, r-release (x86_64): guidedPLS_1.0.0.tgz, r-oldrel (x86_64): guidedPLS_1.0.0.tgz |
| Old sources: | guidedPLS archive |
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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.