CRAN/E | sgPLS

sgPLS

Sparse Group Partial Least Square Methods

Installation

About

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.

Key Metrics

Version 1.8
Published 2023-10-05 214 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks sgPLS results

Downloads

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Maintainer

Maintainer

Benoit Liquet

b.liquet@uq.edu.au

Authors

Benoit Liquet
Pierre Lafaye de Micheaux
Camilo Broc

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

sgPLS archive

Depends

mixOmics
mvtnorm

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