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sgPLS

Sparse Group Partial Least Square Methods

v1.8.1 · Nov 8, 2025 · GPL-2

Description

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.

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CRAN Check Status

14 OK
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r-devel-linux-x86_64-debian-clang OK
r-devel-linux-x86_64-debian-gcc OK
r-devel-linux-x86_64-fedora-clang OK
r-devel-linux-x86_64-fedora-gcc OK
r-devel-macos-arm64 OK
r-devel-windows-x86_64 OK
r-oldrel-macos-arm64 OK
r-oldrel-macos-x86_64 OK
r-oldrel-windows-x86_64 OK
r-patched-linux-x86_64 OK
r-release-linux-x86_64 OK
r-release-macos-arm64 OK
r-release-macos-x86_64 OK
r-release-windows-x86_64 OK

Check History

OK 14 OK · 0 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026

Reverse Dependencies (2)

imports

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Dependency Network

Dependencies Reverse dependencies mixOmics mvtnorm bigPLScox sharp sgPLS

Version History

new 1.8.1 Mar 10, 2026
updated 1.8.1 ← 1.8 diff Nov 7, 2025
updated 1.8 ← 1.7 diff Oct 4, 2023
updated 1.7 ← 1.4 diff Aug 28, 2017
updated 1.4 ← 1.3 diff Nov 24, 2015
updated 1.3 ← 1.2 diff Aug 26, 2015
updated 1.2 ← 1.1 diff Apr 29, 2015
updated 1.1 ← 1.0 diff Mar 13, 2015
new 1.0 Feb 9, 2015