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nipals (version 0.3)

Principal Components Analysis using NIPALS with Gram-Schmidt Orthogonalization

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) .

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Install

install.packages('nipals')

Monthly Downloads

2,417

Version

0.3

License

GPL-3

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Repository

https://github.com/kwstat/nipals

Maintainer

Kevin Wright

Last Published

November 14th, 2017

Functions in nipals (0.3)

uscrime

U.S. Crime rates per 100,00 people

nipals

Principal component analysis by NIPALS, non-linear iterative partial least squares