Learn R Programming
⚠️There's a newer version (1.0) of this package.Take me there.

nipals (version 0.8)

Principal Components Analysis using NIPALS or Weighted EMPCA, with Gram-Schmidt Orthogonalization

Description

Principal Components Analysis of a matrix using Non-linear Iterative Partial Least Squares or weighted Expectation Maximization PCA with Gram-Schmidt orthogonalization of the scores and loadings. Optimized for speed. See Andrecut (2009) .

Copy Link

Version

Install

install.packages('nipals')

Monthly Downloads

865

Version

0.8

License

GPL-3

Maintainer

Kevin Wright

Last Published

September 15th, 2021

Functions in nipals (0.8)

nipals

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

U.S. Crime rates per 100,00 people
empca

Principal component analysis by weighted EMPCA, expectation maximization principal component-analysis