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loadings: Loadings for Principal Component Analysis and Partial Least Squares

Computing statistical hypothesis testing for loading in principal component analysis (PCA) (Yamamoto, H. et al. (2014) <doi:10.1186/1471-2105-15-51>), orthogonal smoothed PCA (OS-PCA) (Yamamoto, H. et al. (2021) <doi:10.3390/metabo11030149>), one-sided kernel PCA (Yamamoto, H. (2023) <doi:10.51094/jxiv.262>), partial least squares (PLS) and PLS discriminant analysis (PLS-DA) (Yamamoto, H. et al. (2009) <doi:10.1016/j.chemolab.2009.05.006>), PLS with rank order of groups (PLS-ROG) (Yamamoto, H. (2017) <doi:10.1002/cem.2883>), regularized canonical correlation analysis discriminant analysis (RCCA-DA) (Yamamoto, H. et al. (2008) <doi:10.1016/j.bej.2007.12.009>), multiset PLS and PLS-ROG (Yamamoto, H. (2022) <doi:10.1101/2022.08.30.505949>).

Version: 0.5.1
Depends: R (≥ 2.10)
Imports: geigen
Published: 2024-05-01
DOI: 10.32614/CRAN.package.loadings
Author: Hiroyuki Yamamoto
Maintainer: Hiroyuki Yamamoto <h.yama2396 at gmail.com>
License: LGPL-3
NeedsCompilation: no
Materials: README NEWS
CRAN checks: loadings results

Documentation:

Reference manual: loadings.pdf

Downloads:

Package source: loadings_0.5.1.tar.gz
Windows binaries: r-devel: loadings_0.5.1.zip, r-release: loadings_0.5.1.zip, r-oldrel: loadings_0.5.1.zip
macOS binaries: r-release (arm64): loadings_0.5.1.tgz, r-oldrel (arm64): loadings_0.5.1.tgz, r-release (x86_64): loadings_0.5.1.tgz, r-oldrel (x86_64): loadings_0.5.1.tgz
Old sources: loadings archive

Reverse dependencies:

Reverse depends: mseapca

Linking:

Please use the canonical form https://CRAN.R-project.org/package=loadings 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.