Sparse Principal Component Analysis

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Documentation for package ‘sparsepca’ version 1.0.0

• DESCRIPTION file.
• Package NEWS.

Help Pages

sparsepca-package	Sparse principal component analysis via variable projection
predict.robspca	Predict sparse principal component scores
predict.rspca	Predict sparse principal component scores
predict.spca	Predict sparse principal component scores
print.robspca	Display and summarize sparse PCA fits
print.rspca	Display and summarize sparse PCA fits
print.spca	Display and summarize sparse PCA fits
print.spca_path	Sparse PCA regularization paths
print.spca_target	Sparse PCA with an approximate number of selected variables
robspca	Robust sparse principal component analysis
robspca.default	Robust sparse principal component analysis
rspca	Randomized sparse principal component analysis
rspca.default	Randomized sparse principal component analysis
sparsepca	Sparse principal component analysis via variable projection
spca	Sparse principal component analysis
spca-methods	Display and summarize sparse PCA fits
spca.default	Sparse principal component analysis
spca_path	Sparse PCA regularization paths
spca_target	Sparse PCA with an approximate number of selected variables
summary.robspca	Display and summarize sparse PCA fits
summary.rspca	Display and summarize sparse PCA fits
summary.spca	Display and summarize sparse PCA fits