autopls: Partial Least Squares Regression with Backward Selection of Predictors
Version 1.3

Some convenience functions for pls regression, including backward variable selection and validation procedures, image based predictions and plotting.

AuthorSebastian Schmidtlein, with contributions from C. Oldenburg and H. Feilhauer and with a code snipped borrowed from Bjorn-Helge Mevik
Date of publication2015-02-24 15:30:03
MaintainerSebastian Schmidtlein <schmidtlein@kit.edu>
LicenseGPL-2
Version1.3
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("autopls")

Popular man pages

autopls: autopls
autoplsVAL: Validate a fitted autopls model
plot.autopls: Plotting function for autopls objects
postprocessing: Test for model extrapolations or interpolations and removal...
predict.autopls: Prediction using a fitted autopls model
prepro: Preprocessing in autopls
summary.autopls: Summary and print functions for autopls objects
See all...

All man pages Function index File listing

Man pages

autopls: autopls
autoplsVAL: Validate a fitted autopls model
extract.autopls: Extract information from a fitted autopls model
murnau.X: Hyperspectral reflectance and plant attributes
plot.autopls: Plotting function for autopls objects
postprocessing: Test for model extrapolations or interpolations and removal...
predict.autopls: Prediction using a fitted autopls model
predict.slim: Prediction using a condensed autopls model
prepro: Preprocessing in autopls
reset: Resets the number of latent vectors and the iteration used in...
set.iter: Sets the run of an autopls backwards selection to be used
set.lv: Sets the number of latent vectors in autopls objects
summary.autopls: Summary and print functions for autopls objects

Functions

R2.autopls Man page Source code
RMSEP.autopls Man page Source code
autopls Man page Source code
autoplsVAL Man page
clusterCV Man page Source code
coef.autopls Man page Source code
coef.slim Man page Source code
confine Man page Source code
extract.autopls Man page
fitted.autopls Man page Source code
get.iter Man page Source code
get.lv Man page Source code
jack.test.autopls Man page Source code
liability Man page Source code
loadings.autopls Man page Source code
metaval Man page Source code
murnau.W Man page
murnau.X Man page
murnau.Y Man page
onAttach Source code
plot.autopls Man page Source code
postprocessing Man page
predict.autopls Man page Source code
predict.slim Man page Source code
predicted Man page Source code
prepro Man page Source code
print.autopls Man page Source code
print.slim Man page Source code
repeatedCV Man page Source code
reset Man page Source code
residuals.autopls Man page Source code
scores.autopls Man page Source code
set.iter Man page Source code
set.lv Man page Source code
slim Man page Source code
summary.autopls Man page Source code
summary.slim Man page Source code

Files

inst
inst/CITATION
inst/THANKS
NAMESPACE
data
data/murnau.W.rda
data/murnau.X.rda
data/murnau.Y.rda
R
R/reset.R
R/predict.autopls.R
R/autoplsVAL.R
R/prepro.R
R/summaries.R
R/extract.autopls.R
R/plot.autopls.R
R/set.iter.R
R/predict.slim.R
R/postprocessing.R
R/zzz.r
R/autopls.R
R/set.lv.R
MD5
DESCRIPTION
man
man/prepro.Rd
man/autopls.Rd
man/postprocessing.Rd
man/extract.autopls.Rd
man/murnau.X.Rd
man/set.iter.Rd
man/plot.autopls.Rd
man/set.lv.Rd
man/autoplsVAL.Rd
man/summary.autopls.Rd
man/predict.autopls.Rd
man/reset.Rd
man/predict.slim.rd
autopls documentation built on May 19, 2017, 11:06 p.m.