nipals: Principal Components Analysis using NIPALS with Gram-Schmidt Orthogonalization

Principal Components Analysis of a matrix using Non-linear Iterative Partial Least Squares with Gram-Schmidt orthogonalization of the scores and loadings. Optimized for speed. See Andrecut (2009) <doi:10.1089/cmb.2008.0221>.

Version: 0.3
Depends: R (≥ 3.4.0)
Suggests: knitr, rmarkdown, testthat
Published: 2017-11-14
Author: Kevin Wright [aut, cre]
Maintainer: Kevin Wright <kw.stat at gmail.com>
BugReports: https://github.com/kwstat/nipals/issues
License: GPL-3
URL: https://github.com/kwstat/nipals
NeedsCompilation: no
CRAN checks: nipals results

Downloads:

Reference manual: nipals.pdf
Vignettes: NIPALS algorithm
Comparing NIPALS functions in R
NIPALS optimization notes
Package source: nipals_0.3.tar.gz
Windows binaries: r-devel: nipals_0.3.zip, r-release: nipals_0.3.zip, r-oldrel: not available
OS X El Capitan binaries: r-release: nipals_0.3.tgz
OS X Mavericks binaries: r-oldrel: not available

Linking:

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