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>.

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Description file content

Package
nipals
Title
Principal Components Analysis using NIPALS with Gram-Schmidt Orthogonalization
Version
0.5
Date
2018-10-24
Description
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) .
Depends
R (>= 3.4.0)
License
GPL-3
Encoding
UTF-8
LazyData
true
Suggests
knitr, rmarkdown, testthat
URL
BugReports
https://github.com/kwstat/nipals/issues
VignetteBuilder
knitr
RoxygenNote
6.1.0
NeedsCompilation
no
Packaged
2018-10-24 16:35:43 UTC; wrightkevi
Author
Kevin Wright [aut, cre] ()
Maintainer
Kevin Wright
Repository
CRAN
Date/Publication
2018-10-24 17:20:03 UTC

install.packages('nipals')

0.5

3 months ago

https://github.com/kwstat/nipals

Kevin Wright

GPL-3

Depends on

R (>= 3.4.0)

Suggests

knitr, rmarkdown, testthat

Discussions