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>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
CRAN checks: choosepc results


Reference manual: choosepc.pdf


Package source: choosepc_1.0.tar.gz
Windows binaries: r-devel:, r-release:, r-oldrel:
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


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