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 |