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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 |
DOI: | 10.32614/CRAN.package.SCGLR |
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 |
Reference manual: | SCGLR.pdf |
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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These binaries (installable software) and packages are in development.
They may not be fully stable and should be used with caution. We make no claims about them.