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Regularized version of partial least square approaches providing sparse, group, and sparse group versions of partial least square regression models (Liquet, B., Lafaye de Micheaux, P., Hejblum B., Thiebaut, R. (2016) <doi:10.1093/bioinformatics/btv535>). Version of PLS Discriminant analysis is also provided.
| Version: | 1.8.1 |
| Depends: | R (≥ 4.0.0), mixOmics, mvtnorm |
| Published: | 2025-11-08 |
| DOI: | 10.32614/CRAN.package.sgPLS |
| Author: | Benoit Liquet [aut, cre], Pierre Lafaye de Micheaux [aut], Camilo Broc [aut] |
| Maintainer: | Benoit Liquet <benoit.liquet at univ-pau.fr> |
| License: | GPL-2 |
| NeedsCompilation: | no |
| CRAN checks: | sgPLS results |
| Reference manual: | sgPLS.html , sgPLS.pdf |
| Package source: | sgPLS_1.8.1.tar.gz |
| Windows binaries: | r-devel: sgPLS_1.8.1.zip, r-release: sgPLS_1.8.zip, r-oldrel: sgPLS_1.8.1.zip |
| macOS binaries: | r-release (arm64): sgPLS_1.8.1.tgz, r-oldrel (arm64): sgPLS_1.8.1.tgz, r-release (x86_64): sgPLS_1.8.1.tgz, r-oldrel (x86_64): sgPLS_1.8.1.tgz |
| Old sources: | sgPLS archive |
| Reverse imports: | bigPLScox |
| Reverse suggests: | sharp |
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