The Sparse Group Partial Least Square package (sgPLS) provides sparse, group, and sparse group versions of partial least square regression models.

Author | Benoit Liquet and Pierre Lafaye de Micheaux |

Date of publication | 2015-11-25 13:49:15 |

Maintainer | Benoit Liquet <b.liquet@uq.edu.au> |

License | GPL (>= 2.0) |

Version | 1.4 |

**gPLS:** Group Partial Least Squares (gPLS)

**perf:** Compute evaluation criteria for PLS, sPLS, PLS-DA and sPLS-DA

**per.variance:** Percentage of variance of the Y matrix explained by the...

**plotcim:** Plots a cluster image mapping of correlations between...

**predict:** Predict Method for sPLS, gPLS or sgPLS

**select.sgpls:** Output of selected variables from a gPLS model or a sgPLS...

**select.spls:** Output of selected variables from a sPLS model

**sgPLS:** Sparse Group Partial Least Squares (sgPLS)

**sgPLS-internal:** Internal Functions

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

**sPLS:** Sparse Partial Least Squares (sPLS)

**tuning.gPLS.X:** Choice of the tuning parameter (number of groups) related to...

**tuning.sgPLS.X:** Choice of the tuning parameters (number of groups and mixing...

**tuning.sPLS.X:** Choice of the tuning parameter (number of variables) related...

sgPLS

sgPLS/NAMESPACE

sgPLS/R

sgPLS/R/gPLS.R
sgPLS/R/predict.R
sgPLS/R/plotcim.R
sgPLS/R/per.variance.R
sgPLS/R/sgPLS-internal.R
sgPLS/R/tuning.sgPLS.X.R
sgPLS/R/perf.R
sgPLS/R/sgPLS.R
sgPLS/R/tuning.gPLS.X.R
sgPLS/R/sPLS.R
sgPLS/R/select.sgpls.R
sgPLS/R/tuning.sPLS.X.R
sgPLS/R/select.spls.R
sgPLS/MD5

sgPLS/DESCRIPTION

sgPLS/man

sgPLS/man/sgPLS-package.Rd
sgPLS/man/sPLS.Rd
sgPLS/man/sgPLS.Rd
sgPLS/man/sgPLS-internal.Rd
sgPLS/man/per.variance.Rd
sgPLS/man/tuning.sPLS.X.Rd
sgPLS/man/tuning.sgPLS.X.Rd
sgPLS/man/select.spls.Rd
sgPLS/man/predict.Rd
sgPLS/man/perf.Rd
sgPLS/man/plotcim.Rd
sgPLS/man/tuning.gPLS.X.Rd
sgPLS/man/gPLS.Rd
sgPLS/man/select.sgpls.Rd
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