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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.

Versions across snapshots

VersionRepositoryFileSize
1.8.1 rolling source/ R- sgPLS_1.8.1.tar.gz 387.4 KiB
1.8.1 rolling linux/jammy R-4.5 sgPLS_1.8.1.tar.gz 387.4 KiB
1.8.1 latest source/ R- sgPLS_1.8.1.tar.gz 387.4 KiB
1.8.1 latest linux/jammy R-4.5 sgPLS_1.8.1.tar.gz 387.4 KiB
1.8.1 2026-04-23 source/ R- sgPLS_1.8.1.tar.gz 387.4 KiB
1.8 2025-04-20 source/ R- sgPLS_1.8.tar.gz 388.0 KiB

Dependencies (latest)

Depends