Supervised Dimensional Reduction by Guided Partial Least Squares

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Documentation for package ‘guidedPLS’ version 1.1.0

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

guidedPLS-package	Supervised Dimensional Reduction by Guided Partial Least Squares
dummyMatrix	Toy model data for using dNMF, dSVD, dsiNMF, djNMF, dPLS, dNTF, and dNTD
guidedPCA	Guided PCA (Principal Component Analysis with Label Guidance)
guidedPLS	Guided Partial Least Squares (guied-PLS)
PLSSVD	Partial Least Squares by Singular Value Decomposition (PLS-SVD)
softThr	Soft-thresholding to make a sparse vector sparse
sPLSDA	Sparse Partial Least Squares Discriminant Analysis (sPLS-DA)
toyModel	Toy model data for using PLSSVD, sPLSDA, and guidedPLS