Sparse Partial Least Squares (SPLS) Regression and Classification

Provides functions for fitting a sparse partial least squares (SPLS) regression and classification (Chun and Keles (2010) ).


Reference manual

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2.2-3 by Valentin Todorov, 3 years ago

Browse source code at

Authors: Dongjun Chung <[email protected]> , Hyonho Chun <[email protected]> , Sunduz Keles <[email protected]>

Documentation:   PDF Manual  

Task views: Chemometrics and Computational Physics

GPL (>= 2) license

Imports MASS, nnet, parallel, pls

Imported by SelectBoost, SuperPCA, bootPLS, enpls, rrcovHD.

Depended on by RVtests.

Suggested by Patterns, SuperLearner, caret, fscaret, subsemble.

Enhanced by joinet.

See at CRAN