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plsRglm

Partial Least Squares Regression for Generalized Linear Models

v1.7.0 · Mar 27, 2026 · GPL-3
CRAN GitHub Mirror

Description

Provides (weighted) Partial least squares Regression for generalized linear models and repeated k-fold cross-validation of such models using various criteria <doi:10.48550/arXiv.1810.01005>. It allows for missing data in the explanatory variables. Bootstrap confidence intervals constructions are also available.

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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 Apr 1, 2026
NOTE 12 OK · 2 NOTE · 0 WARNING · 0 ERROR · 0 FAILURE Mar 10, 2026
NOTE r-devel-linux-x86_64-debian-clang

CRAN incoming feasibility

Maintainer: ‘Frederic Bertrand <frederic.bertrand@lecnam.net>’

Found the following (possibly) invalid file URI:
  URI: fbertran@math.unistra.fr
    From: inst/doc/plsRglm.pdf
NOTE r-devel-linux-x86_64-debian-gcc

CRAN incoming feasibility

Maintainer: ‘Frederic Bertrand <frederic.bertrand@lecnam.net>’

Found the following (possibly) invalid file URI:
  URI: fbertran@math.unistra.fr
    From: inst/doc/plsRglm.pdf

Reverse Dependencies (4)

imports

bootPLS plsRbeta plsRcox

suggests

bigPLSR

Dependency Network

Dependencies Reverse dependencies mvtnorm boot bipartite car MASS Rcpp bootPLS plsRbeta plsRcox bigPLSR plsRglm

Version History

updated 1.7.0 ← 1.6.0 diff Mar 28, 2026
new 1.6.0 Mar 10, 2026
updated 1.6.0 ← 1.5.1 diff Sep 11, 2025
updated 1.5.1 ← 1.5.0 diff Mar 13, 2023
updated 1.5.0 ← 1.3.0 diff May 2, 2022
updated 1.3.0 ← 1.2.5 diff Mar 14, 2021
updated 1.2.5 ← 1.2.3 diff Feb 1, 2019
updated 1.2.3 ← 1.2.1 diff Jun 10, 2018
updated 1.2.1 ← 1.1.1 diff Jun 1, 2018
updated 1.1.1 ← 1.1.0 diff Dec 16, 2014
updated 1.1.0 ← 1.0.1 diff Jul 18, 2014
updated 1.0.1 ← 1.0.0 diff Jun 27, 2014
updated 1.0.0 ← 0.8.3 diff Jun 26, 2014
updated 0.8.3 ← 0.8.2 diff Mar 9, 2014
updated 0.8.2 ← 0.7.9 diff Apr 9, 2013
updated 0.7.9 ← 0.7.6 diff Aug 26, 2012
updated 0.7.6 ← 0.7.4 diff Nov 22, 2011
updated 0.7.4 ← 0.7.2 diff Apr 10, 2011
updated 0.7.2 ← 0.7.0 diff Apr 5, 2011
updated 0.7.0 ← 0.6.5 diff Mar 28, 2011