Supervised Dimensional Reduction by Guided Partial Least Squares

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Documentation for package ‘guidedPLS’ version 1.0.0

• 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
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