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ltsspca

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Version

Install

install.packages('ltsspca')

Monthly Downloads

157

Version

0.1.0

License

GPL (>= 2)

Maintainer

Yixin Wang

Last Published

October 9th, 2019

Functions in ltsspca (0.1.0)

Glass

Glass data
dataSim

Simulate data
ltsspcaRw

Reweighted LTS-SPCA
ltspca

Principal Component Analysis Based on Least Trimmed Squaers (LTS-PCA)
sPCA_rSVD

Sparse Principal Component Analysis via Regularized Singular Value Decompsition (sPCA-rSVD)
mydiagPlot

Make diagnostic plot using the estimated PC subspace
ltsspca

Sparse Principal Component Analysis Based on Least Trimmed Squaers (LTS-SPCA)
Angle

Standardized last principal angle