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rospca (version 1.1.1)

Robust Sparse PCA using the ROSPCA Algorithm

Description

Implementation of robust sparse PCA using the ROSPCA algorithm of Hubert et al. (2016) .

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Install

install.packages('rospca')

Monthly Downloads

582

Version

1.1.1

License

GPL (>= 2)

Issues

0

Pull Requests

0

Stars

12

Forks

4

Maintainer

Tom Reynkens

Last Published

December 2nd, 2024

Functions in rospca (1.1.1)

selectPlot

Selection plot
dataGen

Generate sparse data with outliers
Glass

Glass data
zeroMeasure

Zero measure
angle

Standardised last principal angle
robpca

ROBust PCA algorithm
diagPlot

Diagnostic plot for PCA
rospca

RObust Sparse PCA algorithm
selectLambda

Selection of sparsity parameter using IC