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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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Version
1.1.0
1.0.4
1.0.3
1.0.2
1.0.0
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Install
install.packages('rospca')
Monthly Downloads
352
Version
1.1.0
License
GPL (>= 2)
Issues
0
Pull Requests
0
Stars
12
Forks
4
Repository
https://github.com/TReynkens/rospca
Maintainer
Tom Reynkens
Last Published
March 31st, 2024
Functions in rospca (1.1.0)
Search functions
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