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) <doi:10.1093/bioinformatics/btv535>). Version of PLS Discriminant analysis is also provided.

Package details

AuthorBenoit Liquet and Pierre Lafaye de Micheaux and Camilo Broc
MaintainerBenoit Liquet <>
LicenseGPL (>= 2.0)
Package repositoryView on CRAN
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sgPLS documentation built on May 2, 2019, 2:51 p.m.