sgPLS

Sparse Group Partial Least Square Methods

Regularized version of partial least square approaches providing sparse, group, and sparse group versions of partial least square regression models (Liquet, B., Lafaye de Micheaux, P., Hejblum B., Thiebaut, R. (2016) ). Version of PLS Discriminant analysis is also provided.

Reference manual

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install.packages("sgPLS")

1.8.1 by Benoit Liquet, a year ago

Browse source code at https://github.com/cran/sgPLS

Authors: Benoit Liquet [aut, cre] , Pierre Lafaye de Micheaux [aut] , Camilo Broc [aut]

Documentation:   PDF Manual  

GPL-2 license

Depends on mixOmics, mvtnorm

Imported by bigPLScox.

Suggested by sharp.

See at CRAN

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