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pesel: Automatic Estimation of Number of Principal Components in PCA

Automatic estimation of number of principal components in PCA with PEnalized SEmi-integrated Likelihood (PESEL). See Piotr Sobczyk, Malgorzata Bogdan, Julie Josse "Bayesian dimensionality reduction with PCA using penalized semi-integrated likelihood" (2017) <doi:10.1080/10618600.2017.1340302>.

Version: 0.7.5
Depends: R (≥ 3.1.3)
Imports: stats, graphics
Published: 2023-10-17
DOI: 10.32614/CRAN.package.pesel
Author: Piotr Sobczyk, Julie Josse, Malgorzata Bogdan
Maintainer: Piotr Sobczyk <pj.sobczyk at gmail.com>
BugReports: https://github.com/psobczyk/pesel/issues
License: GPL-3
URL: https://github.com/psobczyk/pesel
NeedsCompilation: no
Materials: README
CRAN checks: pesel results

Documentation:

Reference manual: pesel.pdf

Downloads:

Package source: pesel_0.7.5.tar.gz
Windows binaries: r-devel: pesel_0.7.5.zip, r-release: pesel_0.7.5.zip, r-oldrel: pesel_0.7.5.zip
macOS binaries: r-release (arm64): pesel_0.7.5.tgz, r-oldrel (arm64): pesel_0.7.5.tgz, r-release (x86_64): pesel_0.7.5.tgz, r-oldrel (x86_64): pesel_0.7.5.tgz
Old sources: pesel archive

Reverse dependencies:

Reverse imports: fMRIscrub, templateICAr, varclust
Reverse suggests: fMRItools

Linking:

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