cvTools: Cross-validation tools for regression models
Version 0.3.2

Tools that allow developers to write functions for cross-validation with minimal programming effort and assist users with model selection.

Browse man pages Browse package API and functions Browse package files

AuthorAndreas Alfons
Date of publication2012-05-14 15:13:43
MaintainerAndreas Alfons <andreas.alfons@econ.kuleuven.be>
LicenseGPL (>= 2)
Version0.3.2
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("cvTools")

Man pages

accessors: Access or set information on cross-validation results
aggregate.cv: Aggregate cross-validation results
bwplot.cv: Box-and-whisker plots of cross-validation results
cost: Prediction loss
cvFit: Cross-validation for model evaluation
cvFolds: Cross-validation folds
cvReshape: Reshape cross-validation results
cvSelect: Model selection based on cross-validation
cvTool: Low-level function for cross-validation
cvTools-package: Cross-validation tools for regression models
cvTuning: Cross-validation for tuning parameter selection
densityplot.cv: Kernel density plots of cross-validation results
dotplot.cv: Dot plots of cross-validation results
plot.cv: Plot cross-validation results
repCV: Cross-validation for linear models
subset.cv: Subsetting cross-validation results
summary.cv: Summarize cross-validation results
xyplot.cv: X-Y plots of cross-validation results

Functions

accessors Man page
addIntercept Source code
aggregate.cv Man page Source code
aggregate.cvSelect Man page Source code
aggregate.cvTuning Man page Source code
bwplot.cv Man page Source code
bwplot.cvSelect Man page Source code
combineData Source code
cost Man page
cvData Source code
cvExamples Man page
cvFit Man page Source code
cvFit.call Man page Source code
cvFit.default Man page Source code
cvFit.function Man page Source code
cvFolds Man page Source code
cvLm Man page
cvLmrob Man page
cvLts Man page
cvNames Man page Source code
cvNames.cv Source code
cvNames.cvSelect Source code
cvNames<- Man page
cvReshape Man page Source code
cvReshape.cv Man page Source code
cvReshape.cvSelect Man page
cvSelect Man page Source code
cvTool Man page Source code
cvTools Man page
cvTools-package Man page
cvTuning Man page Source code
cvTuning.call Man page Source code
cvTuning.function Man page Source code
cvXY Source code
dataSubset Source code
defaultCvNames Source code
defaultFitNames Source code
densityplot.cv Man page Source code
densityplot.cvSelect Man page Source code
doCall Source code
dotplot.cv Man page Source code
dotplot.cvSelect Man page Source code
fits Man page Source code
fits.cv Source code
fits.cvSelect Source code
fits<- Man page
getFormula Source code
getLatticeData Source code
getLatticeData.cv Source code
getLatticeData.cvSelect Source code
getLatticeData.cvTuning Source code
getSubsetList Source code
getSubsetList.cvFolds Source code
localBwplot Source code
localDensityplot Source code
localDotplot Source code
localXyplot Source code
mape Man page Source code
mspe Man page Source code
ncv Man page Source code
ncv.cv Source code
ncv.cvSelect Source code
nfits Man page Source code
nobs.default Source code
panelDotplot Source code
panelXyplot Source code
plot.cv Man page
plot.cvSelect Man page
plotCV Source code
predict.lts Source code
prepanelDotplot Source code
prepanelXyplot Source code
print.cv Man page
print.cvFolds Man page Source code
print.cvSelect Man page
print.cvTuning Man page
removeIntercept Source code
repCV Man page Source code
repCV.lm Man page Source code
repCV.lmrob Man page Source code
repCV.lts Man page Source code
rmspe Man page Source code
rtmspe Man page Source code
selectHastie Source code
selectMin Source code
subset.cv Man page Source code
subset.cvSelect Man page Source code
summary.cv Man page Source code
summary.cvSelect Man page Source code
summary.cvTuning Man page Source code
tmspe Man page Source code
xyplot.cv Man page Source code
xyplot.cvSelect Man page Source code
xyplot.cvTuning Man page Source code

Files

MD5
NAMESPACE
R
R/aggregate.R
R/print.R
R/cvFit.R
R/xyplot.R
R/repCV.R
R/cvReshape.R
R/accessors.R
R/cvTuning.R
R/cvTool.R
R/plot.R
R/cvSelect.R
R/summary.R
R/cost.R
R/bwplot.R
R/utils.R
R/subset.R
R/cvFolds.R
R/densityplot.R
R/selectBest.R
R/dotplot.R
inst
inst/tests
inst/tests/test-cvTool-once.R
inst/tests/test-cvTuning-once.R
inst/tests/test-cvTool-repeated.R
inst/tests/test-cvFit-once.R
inst/tests/test-cvFit-repeated.R
inst/tests/test-cvTuning-repeated.R
inst/doc
inst/doc/examples
inst/doc/examples/example-cvReshape.R
inst/doc/examples/example-cvTuning.R
inst/doc/examples/example-bwplot.R
inst/doc/examples/example-aggregate.R
inst/doc/examples/example-dotplot.R
inst/doc/examples/example-cvFit.R
inst/doc/examples/example-summary.R
inst/doc/examples/example-cvTool.R
inst/doc/examples/example-subset.R
inst/doc/examples/example-repCV.R
inst/doc/examples/example-cvSelect.R
inst/doc/examples/example-densityplot.R
inst/doc/examples/example-accessors.R
inst/doc/examples/example-plot.R
inst/doc/examples/example-xyplot.R
man
man/cvTools-package.Rd
man/subset.cv.Rd
man/cost.Rd
man/cvFit.Rd
man/accessors.Rd
man/cvTuning.Rd
man/xyplot.cv.Rd
man/summary.cv.Rd
man/aggregate.cv.Rd
man/plot.cv.Rd
man/cvReshape.Rd
man/repCV.Rd
man/densityplot.cv.Rd
man/cvTool.Rd
man/cvSelect.Rd
man/bwplot.cv.Rd
man/dotplot.cv.Rd
man/cvFolds.Rd
DESCRIPTION
NEWS
cvTools documentation built on May 19, 2017, 12:57 p.m.