sgPLS: Sparse Group Partial Least Square Methods
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 |
Documentation:
Downloads:
Reverse dependencies:
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