R: Supervised Dimensional Reduction by Guided Partial Least Squares

# Supervised Dimensional Reduction by Guided Partial Least Squares

## 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