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 |
| Depends: | mixOmics, mvtnorm |
| Published: | 2023-10-05 |
| DOI: | 10.32614/CRAN.package.sgPLS |
| Author: | Benoit Liquet and Pierre Lafaye de Micheaux and Camilo Broc |
| Maintainer: | Benoit Liquet <b.liquet at uq.edu.au> |
| License: | GPL-2 | GPL-3 [expanded from: GPL (≥ 2.0)] |
| NeedsCompilation: | no |
| CRAN checks: | sgPLS results |
| Reference manual: | sgPLS.pdf |
| Package source: | sgPLS_1.8.tar.gz |
| Windows binaries: | r-devel: sgPLS_1.8.zip, r-release: sgPLS_1.8.zip, r-oldrel: sgPLS_1.8.zip |
| macOS binaries: | r-release (arm64): sgPLS_1.8.tgz, r-oldrel (arm64): sgPLS_1.8.tgz, r-release (x86_64): sgPLS_1.8.tgz, r-oldrel (x86_64): sgPLS_1.8.tgz |
| Old sources: | sgPLS archive |
| Reverse suggests: | sharp |
Please use the canonical form https://CRAN.R-project.org/package=sgPLS to link to this page.