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: | 0.4 |
Depends: | R (≥ 3.4.0) |
Suggests: | knitr, rmarkdown, testthat |
Published: | 2018-02-11 |
Author: | Kevin Wright |
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 |
Reference manual: | nipals.pdf |
Vignettes: |
NIPALS algorithm Comparing NIPALS functions in R NIPALS optimization notes |
Package source: | nipals_0.4.tar.gz |
Windows binaries: | r-devel: nipals_0.4.zip, r-release: nipals_0.4.zip, r-oldrel: nipals_0.4.zip |
OS X binaries: | r-release: nipals_0.4.tgz, r-oldrel: nipals_0.4.tgz |
Old sources: | nipals archive |
Reverse imports: | gge |
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