perry: Resampling-based prediction error estimation for regression models
Version 0.2.0

Tools that allow developers to write functions for prediction error estimation with minimal programming effort and assist users with model selection in regression problems.

Browse man pages Browse package API and functions Browse package files

AuthorAndreas Alfons [aut, cre]
Date of publication2013-03-13 11:10:58
MaintainerAndreas Alfons <alfons@ese.eur.nl>
LicenseGPL (>= 2)
Version0.2.0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("perry")

Man pages

accessors: Access or set information on resampling-based prediction...
aggregate.perry: Aggregate resampling-based prediction error results
bootControl: Control object for bootstrap samples
bootSamples: Bootstrap samples
cost: Prediction loss
cvFolds: Cross-validation folds
foldControl: Control object for cross-validation folds
fortify.perry: Convert resampling-based prediction error results into a data...
perry: Resampling-based prediction error for fitted models
perry-deprecated: Deprecated functions in package 'perry'
perryFit: Resampling-based prediction error for model evaluation
perry-package: Resampling-based prediction error estimation for regression...
perryPlot: Plot resampling-based prediction error results
perryReshape: Reshape resampling-based prediction error results
perrySelect: Model selection via resampling-based prediction error...
perrySplits: Data splits for resampling-based prediction error measures
perryTuning: Resampling-based prediction error for tuning parameter...
randomSplits: Random data splits
reperry: Recompute resampling-based prediction error measures
splitControl: Control object for random data splits
subset.perry: Subsetting resampling-based prediction error results
summary.perry: Summarize resampling-based prediction error results

Functions

accessors Man page
addIntercept Source code
addNames Source code
addNames.default Source code
addNames.list Source code
aggregate.perry Man page Source code
aggregate.perrySelect Man page Source code
aggregate.perryTuning Man page Source code
autoplot.perry Man page Source code
autoplot.perrySelect Man page Source code
bootControl Man page Source code
bootData Source code
bootPE Man page Source code
bootSamples Man page Source code
bootXY Source code
boxPlot Source code
checkSelect Source code
coef.perryTuning Man page Source code
combineData Source code
combineResults Source code
computeCost Source code
cost Man page
cvData Source code
cvFolds Man page Source code
cvXY Source code
dataSubset Source code
defaultFitNames Source code
defaultNames Source code
densityPlot Source code
doCall Source code
dotPlot Source code
fits Man page Source code
fits.perry Source code
fits.perrySelect Source code
fits<- Man page
fitted.perryTuning Man page Source code
foldControl Man page Source code
fortify.perry Man page Source code
fortify.perrySelect Man page Source code
fortify.perryTuning Man page Source code
getIndices Source code
getIndices.bootSamples Source code
getIndices.cvFolds Source code
getIndices.randomSplits Source code
getPrefix Source code
getPrefix.bootSamples Source code
getPrefix.cvFolds Source code
getPrefix.default Source code
getPrefix.randomSplits Source code
hasComponent Source code
hasMethod Source code
linePlot Source code
mape Man page Source code
mspe Man page Source code
nfits Man page Source code
nobs.default Source code
npe Man page Source code
npe.perry Source code
npe.perrySelect Source code
pcvData Source code
pcvXY Source code
peNames Man page Source code
peNames.perry Source code
peNames.perrySelect Source code
peNames<- Man page
perry Man page Source code
perry-deprecated Man page
perry-package Man page
perry.lm Man page Source code
perry.lmrob Man page Source code
perry.lts Man page Source code
perryCost Source code
perryCost.default Source code
perryFit Man page Source code
perryFit.call Man page Source code
perryFit.default Man page Source code
perryFit.function Man page Source code
perryPlot Man page Source code
perryPlot.default Man page Source code
perryPlot.perry Man page Source code
perryPlot.perrySelect Man page Source code
perryPredictions Source code
perryPredictions.default Source code
perryReshape Man page Source code
perrySelect Man page Source code
perrySplits Man page Source code
perrySplits.bootControl Source code
perrySplits.foldControl Source code
perrySplits.splitControl Source code
perryTuning Man page Source code
perryTuning.call Man page Source code
perryTuning.function Man page Source code
plot.perry Man page Source code
plot.perrySelect Man page Source code
predict.lts Source code
predict.perryTuning Man page Source code
print.bootSamples Man page Source code
print.cvFolds Man page Source code
print.perry Man page
print.perrySelect Man page
print.perryTuning Man page
print.randomSplits Man page Source code
randomSplits Man page Source code
removeIntercept Source code
repCV Man page Source code
repRS Man page Source code
reperry Man page Source code
reperry.perry Man page Source code
reperry.perrySelect Man page Source code
residuals.perryTuning Man page Source code
rmspe Man page Source code
rsData Source code
rsXY Source code
rtmspe Man page Source code
selectBest Source code
selectHastie Source code
selectMin Source code
splitControl Man page Source code
subset.perry Man page Source code
subset.perrySelect Man page Source code
subsetPredictions Source code
summary.perry Man page Source code
summary.perrySelect Man page Source code
summary.perryTuning Man page Source code
tmspe Man page Source code
whichAllInBag Source code

Files

MD5
R
R/utils.R
R/summary.R
R/subset.R
R/selectBest.R
R/reperry.R
R/print.R
R/predict.R
R/perryTuning.R
R/perryTools.R
R/perrySplits.R
R/perrySelect.R
R/perryReshape.R
R/perryPlot.R
R/perryFit.R
R/perry.R
R/fortify.R
R/cost.R
R/aggregate.R
R/accessors.R
NEWS
NAMESPACE
man
man/summary.perry.Rd
man/subset.perry.Rd
man/splitControl.Rd
man/reperry.Rd
man/randomSplits.Rd
man/perryTuning.Rd
man/perrySplits.Rd
man/perrySelect.Rd
man/perryReshape.Rd
man/perryPlot.Rd
man/perryFit.Rd
man/perry.Rd
man/perry-package.Rd
man/perry-deprecated.Rd
man/fortify.perry.Rd
man/foldControl.Rd
man/cvFolds.Rd
man/cost.Rd
man/bootSamples.Rd
man/bootControl.Rd
man/aggregate.perry.Rd
man/accessors.Rd
inst
inst/tests
inst/tests/test-subset.R
inst/tests/test-perryTuning-repCV.R
inst/tests/test-perryTuning-oneCV.R
inst/tests/test-perrySelect.R
inst/tests/test-perryReshape.R
inst/tests/test-perryFit-repCV.R
inst/tests/test-perryFit-oneCV.R
inst/doc
inst/doc/examples
inst/doc/examples/example-summary.R
inst/doc/examples/example-subset.R
inst/doc/examples/example-reperry.R
inst/doc/examples/example-perryTuning.R
inst/doc/examples/example-perrySelect.R
inst/doc/examples/example-perryReshape.R
inst/doc/examples/example-perryPlot.R
inst/doc/examples/example-perryFit.R
inst/doc/examples/example-perry.R
inst/doc/examples/example-fortify.R
inst/doc/examples/example-aggregate.R
inst/doc/examples/example-accessors.R
DESCRIPTION
perry documentation built on May 20, 2017, 4:20 a.m.