choosepc: Choose the Number of Principal Components via Recistruction Error

One way to choose the number of principal components is via the reconstruction error. This package is designed mainly for this purpose. Graphical representation is also supported, plus some other principal component analysis related functions. References include: Jolliffe I.T. (2002). Principal Component Analysis. <doi:10.1007/b98835> and Mardia K.V., Kent J.T. and Bibby J.M. (1979). Multivariate Analysis. ISBN: 978-0124712522. London: Academic Press.

Version:	1.0
Depends:	R (≥ 4.0)
Imports:	graphics, Rfast2, stats
Published:	2023-10-24
DOI:	10.32614/CRAN.package.choosepc
Author:	Michail Tsagris [aut, cre]
Maintainer:	Michail Tsagris <mtsagris at uoc.gr>
License:	GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation:	no
CRAN checks:	choosepc results

Documentation:

Reference manual:

choosepc.pdf

Downloads:

Package source:	choosepc_1.0.tar.gz
Windows binaries:	r-devel: choosepc_1.0.zip, r-release: choosepc_1.0.zip, r-oldrel: choosepc_1.0.zip
macOS binaries:	r-release (arm64): choosepc_1.0.tgz, r-oldrel (arm64): choosepc_1.0.tgz, r-release (x86_64): choosepc_1.0.tgz, r-oldrel (x86_64): choosepc_1.0.tgz

Linking:

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