spls: Sparse Partial Least Squares (SPLS) Regression and Classification
Version 2.2-1

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

AuthorDongjun Chung <chungdon@stat.wisc.edu>, Hyonho Chun <chun@stat.wisc.edu>, Sunduz Keles <keles@stat.wisc.edu>
Date of publication2013-08-21 17:05:14
MaintainerValentin Todorov <valentin.todorov@chello.at>
LicenseGPL (>= 2)
Version2.2-1
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("spls")

Popular man pages

ci.spls: Calculate bootstrapped confidence intervals of SPLS...
cv.sgpls: Compute and plot the cross-validated error for SGPLS...
cv.spls: Compute and plot cross-validated mean squared prediction...
lymphoma: Lymphoma Gene Expression Dataset
mice: Mice Dataset
prostate: Prostate Tumor Gene Expression Dataset
spls: Fit SPLS regression models
See all...

All man pages Function index File listing

Man pages

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

Functions

Files

inst
inst/doc
inst/doc/spls-example.Rnw
inst/doc/spls-example.pdf
inst/doc/spls-example.R
tests
tests/tspls.Rout.save
tests/tspls.R
NAMESPACE
data
data/mice.RData
data/yeast.RData
data/lymphoma.RData
data/datalist
data/prostate.RData
R
R/predict.sgpls.R
R/heatmap.spls.R
R/print.splsda.R
R/splsda.R
R/sgpls.R
R/ci.spls.R
R/spls.R
R/cv.sgpls.binary.R
R/correct.spls.R
R/cv.sgpls.R
R/correctp.R
R/cv.sgpls.multi.R
R/predict.spls.R
R/predict.splsda.R
R/print.spls.R
R/cv.splsda.R
R/wpls.R
R/ust.R
R/cv.split.R
R/coefplot.spls.R
R/plot.spls.R
R/cv.spls.R
R/sgpls.binary.R
R/print.sgpls.R
R/zzz.R
R/spls.dv.R
R/sgpls.multi.R
vignettes
vignettes/spls-example.Rnw
MD5
DESCRIPTION
ChangeLog
man
man/predict.spls.Rd
man/lymphoma.Rd
man/cv.spls.Rd
man/sgpls.Rd
man/predict.splsda.Rd
man/mice.Rd
man/print.spls.Rd
man/ci.spls.Rd
man/spls-internal.Rd
man/spls.Rd
man/prostate.Rd
man/print.sgpls.Rd
man/plot.spls.Rd
man/correct.spls.Rd
man/yeast.Rd
man/coefplot.spls.Rd
man/predict.sgpls.Rd
man/cv.sgpls.Rd
man/cv.splsda.Rd
man/splsda.Rd
man/print.splsda.Rd
spls documentation built on May 19, 2017, 4:14 p.m.

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