cvTools: Cross-validation tools for regression models

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

Author
Andreas Alfons
Date of publication
2012-05-14 15:13:43
Maintainer
Andreas Alfons <andreas.alfons@econ.kuleuven.be>
License
GPL (>= 2)
Version
0.3.2

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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

Files in this package

cvTools
cvTools/MD5
cvTools/NAMESPACE
cvTools/R
cvTools/R/aggregate.R
cvTools/R/print.R
cvTools/R/cvFit.R
cvTools/R/xyplot.R
cvTools/R/repCV.R
cvTools/R/cvReshape.R
cvTools/R/accessors.R
cvTools/R/cvTuning.R
cvTools/R/cvTool.R
cvTools/R/plot.R
cvTools/R/cvSelect.R
cvTools/R/summary.R
cvTools/R/cost.R
cvTools/R/bwplot.R
cvTools/R/utils.R
cvTools/R/subset.R
cvTools/R/cvFolds.R
cvTools/R/densityplot.R
cvTools/R/selectBest.R
cvTools/R/dotplot.R
cvTools/inst
cvTools/inst/tests
cvTools/inst/tests/test-cvTool-once.R
cvTools/inst/tests/test-cvTuning-once.R
cvTools/inst/tests/test-cvTool-repeated.R
cvTools/inst/tests/test-cvFit-once.R
cvTools/inst/tests/test-cvFit-repeated.R
cvTools/inst/tests/test-cvTuning-repeated.R
cvTools/inst/doc
cvTools/inst/doc/examples
cvTools/inst/doc/examples/example-cvReshape.R
cvTools/inst/doc/examples/example-cvTuning.R
cvTools/inst/doc/examples/example-bwplot.R
cvTools/inst/doc/examples/example-aggregate.R
cvTools/inst/doc/examples/example-dotplot.R
cvTools/inst/doc/examples/example-cvFit.R
cvTools/inst/doc/examples/example-summary.R
cvTools/inst/doc/examples/example-cvTool.R
cvTools/inst/doc/examples/example-subset.R
cvTools/inst/doc/examples/example-repCV.R
cvTools/inst/doc/examples/example-cvSelect.R
cvTools/inst/doc/examples/example-densityplot.R
cvTools/inst/doc/examples/example-accessors.R
cvTools/inst/doc/examples/example-plot.R
cvTools/inst/doc/examples/example-xyplot.R
cvTools/man
cvTools/man/cvTools-package.Rd
cvTools/man/subset.cv.Rd
cvTools/man/cost.Rd
cvTools/man/cvFit.Rd
cvTools/man/accessors.Rd
cvTools/man/cvTuning.Rd
cvTools/man/xyplot.cv.Rd
cvTools/man/summary.cv.Rd
cvTools/man/aggregate.cv.Rd
cvTools/man/plot.cv.Rd
cvTools/man/cvReshape.Rd
cvTools/man/repCV.Rd
cvTools/man/densityplot.cv.Rd
cvTools/man/cvTool.Rd
cvTools/man/cvSelect.Rd
cvTools/man/bwplot.cv.Rd
cvTools/man/dotplot.cv.Rd
cvTools/man/cvFolds.Rd
cvTools/DESCRIPTION
cvTools/NEWS