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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 |
Please use the canonical form https://CRAN.R-project.org/package=guidedPLS to link to this page.
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.
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