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:

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