SCGLR: Supervised Component Generalized Linear Regression
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: | 3.0 |
| Depends: | R (≥ 3.0.0) |
| Imports: | Matrix, Formula, expm, graphics, ggplot2, grid, pROC, ade4 |
| Suggests: | parallel, gridExtra |
| Published: | 2018-09-28 |
| Author: | Guillaume Cornu 
[aut, cre],
Frederic Mortier [aut],
Catherine Trottier [aut],
Xavier Bry [aut],
Sylvie Gourlet-Fleury
[dtc]
(http://www.coforchange.eu/),
Claude Garcia
[dtc] (http://www.cofortips.org/) |
| 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 |
Documentation:
| Reference manual: | SCGLR.pdf |
Downloads:
| Package source: | SCGLR_3.0.tar.gz |
| Windows binaries: | r-devel: SCGLR_3.0.zip, r-release: SCGLR_3.0.zip, r-oldrel: SCGLR_3.0.zip |
| macOS binaries: | r-release (arm64): SCGLR_3.0.tgz, r-oldrel (arm64): SCGLR_3.0.tgz, r-release (x86_64): SCGLR_3.0.tgz, r-oldrel (x86_64): SCGLR_3.0.tgz |
| Old sources: | SCGLR archive |
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