sgPLS-package: Group and Sparse Group Partial Least Square Model

In sgPLS: Sparse Group Partial Least Square Methods

Group and Sparse Group Partial Least Square Model

Description

The sgPLS package provides sparse, group and sparse group version for PLS approaches. The main functions are: sPLS for sparse PLS, gPLS for group PLS and sgPLS for sparse group PLS.

Author(s)

Benoit Liquet <[e-mail]>, Pierre Lafaye de Micheaux

References

Liquet Benoit, Lafaye de Micheaux Pierre, Hejblum Boris, Thiebaut Rodolphe. A group and Sparse Group Partial Least Square approach applied in Genomics context. Submitted.

See Also

sgPLS, gPLS

sgPLS documentation built on Oct. 5, 2023, 5:06 p.m.