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rospca (version 1.1.0)

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

326

Version

1.1.0

License

GPL (>= 2)

Issues

0

Pull Requests

0

Stars

12

Forks

4

Maintainer

Tom Reynkens

Last Published

March 31st, 2024

Functions in rospca (1.1.0)

angle

Standardised last principal angle
zeroMeasure

Zero measure
Glass

Glass data
diagPlot

Diagnostic plot for PCA
robpca

ROBust PCA algorithm
dataGen

Generate sparse data with outliers
selectPlot

Selection plot
rospca

RObust Sparse PCA algorithm
selectLambda

Selection of sparsity parameter using IC