This package provides functions for fitting a Sparse Partial Least Squares Regression and Classification

Author | Dongjun Chung <chungdon@stat.wisc.edu>, Hyonho Chun <chun@stat.wisc.edu>, Sunduz Keles <keles@stat.wisc.edu> |

Date of publication | 2013-08-21 17:05:14 |

Maintainer | Valentin Todorov <valentin.todorov@chello.at> |

License | GPL (>= 2) |

Version | 2.2-1 |

**ci.spls:** Calculate bootstrapped confidence intervals of SPLS...

**coefplot.spls:** Plot estimated coefficients of the SPLS object

**correct.spls:** Correct the initial SPLS coefficient estimates based on...

**cv.sgpls:** Compute and plot the cross-validated error for SGPLS...

**cv.spls:** Compute and plot cross-validated mean squared prediction...

**cv.splsda:** Compute and plot cross-validated error for SPLSDA...

**lymphoma:** Lymphoma Gene Expression Dataset

**mice:** Mice Dataset

**plot.spls:** Plot the coefficient path of SPLS regression

**predict.sgpls:** Make predictions or extract coefficients from a fitted SGPLS...

**predict.spls:** Make predictions or extract coefficients from a fitted SPLS...

**predict.splsda:** Make predictions or extract coefficients from a fitted SPLSDA...

**print.sgpls:** Print function for a SGPLS object

**print.spls:** Print function for a SPLS object

**print.splsda:** Print function for a SPLSDA object

**prostate:** Prostate Tumor Gene Expression Dataset

**sgpls:** Fit SGPLS classification models

**spls:** Fit SPLS regression models

**splsda:** Fit SPLSDA classification models

**spls-internal:** Internal SPLS functions

**yeast:** Yeast Cell Cycle Dataset

spls

spls/inst

spls/inst/doc

spls/inst/doc/spls-example.Rnw

spls/inst/doc/spls-example.pdf

spls/inst/doc/spls-example.R

spls/tests

spls/tests/tspls.Rout.save

spls/tests/tspls.R

spls/NAMESPACE

spls/data

spls/data/mice.RData

spls/data/yeast.RData

spls/data/lymphoma.RData

spls/data/datalist

spls/data/prostate.RData

spls/R

spls/R/predict.sgpls.R
spls/R/heatmap.spls.R
spls/R/print.splsda.R
spls/R/splsda.R
spls/R/sgpls.R
spls/R/ci.spls.R
spls/R/spls.R
spls/R/cv.sgpls.binary.R
spls/R/correct.spls.R
spls/R/cv.sgpls.R
spls/R/correctp.R
spls/R/cv.sgpls.multi.R
spls/R/predict.spls.R
spls/R/predict.splsda.R
spls/R/print.spls.R
spls/R/cv.splsda.R
spls/R/wpls.R
spls/R/ust.R
spls/R/cv.split.R
spls/R/coefplot.spls.R
spls/R/plot.spls.R
spls/R/cv.spls.R
spls/R/sgpls.binary.R
spls/R/print.sgpls.R
spls/R/zzz.R
spls/R/spls.dv.R
spls/R/sgpls.multi.R
spls/vignettes

spls/vignettes/spls-example.Rnw

spls/MD5

spls/DESCRIPTION

spls/ChangeLog

spls/man

spls/man/predict.spls.Rd
spls/man/lymphoma.Rd
spls/man/cv.spls.Rd
spls/man/sgpls.Rd
spls/man/predict.splsda.Rd
spls/man/mice.Rd
spls/man/print.spls.Rd
spls/man/ci.spls.Rd
spls/man/spls-internal.Rd
spls/man/spls.Rd
spls/man/prostate.Rd
spls/man/print.sgpls.Rd
spls/man/plot.spls.Rd
spls/man/correct.spls.Rd
spls/man/yeast.Rd
spls/man/coefplot.spls.Rd
spls/man/predict.sgpls.Rd
spls/man/cv.sgpls.Rd
spls/man/cv.splsda.Rd
spls/man/splsda.Rd
spls/man/print.splsda.Rd
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