An extension of the Fisher Scoring Algorithm to combine PLS regression with GLM
estimation in the multivariate context. Covariates can also be grouped in themes.
| Version: |
3.1.0 |
| Depends: |
R (≥ 3.0.0) |
| Imports: |
Matrix, Formula, graphics, ggplot2 (≥ 3.0.0), grid, pROC (≥
1.9), ade4, rlang, pls |
| Suggests: |
future, future.apply, progressr |
| Published: |
2025-03-26 |
| DOI: |
10.32614/CRAN.package.SCGLR |
| Author: |
Guillaume Cornu 
[aut, cre],
Frederic Mortier
[aut],
Catherine Trottier [aut],
Xavier Bry [aut],
Jocelyn Chauvet
[aut],
Sylvie Gourlet-Fleury
[dtc] (Projet
CoForChange <https://coforchange.cirad.fr>),
Claude Garcia
[dtc] (Projet CoForTips <https://www.cofortips.org>),
GAMBAS [fnd] (<https://gambas.cirad.fr>) |
| Maintainer: |
Guillaume Cornu <gcornu at cirad.fr> |
| BugReports: |
https://github.com/SCnext/SCGLR/issues |
| License: |
CeCILL-2 | GPL-2 |
| URL: |
https://scnext.github.io/SCGLR/, https://github.com/scnext/SCGLR,
https://cran.r-project.org/package=SCGLR |
| NeedsCompilation: |
no |
| Materials: |
README, NEWS |
| CRAN checks: |
SCGLR results |