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.

mirror server hosted at Truenetwork, Russian Federation.