Resampling-Based Prediction Error Estimation for Regression Models

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Documentation for package ‘perry’ version 0.3.1

• DESCRIPTION file.
• User guides, package vignettes and other documentation.
• Package NEWS.

Help Pages

perry-package	Resampling-Based Prediction Error Estimation for Regression Models
accessors	Access or set information on resampling-based prediction error results
aggregate.perry	Aggregate resampling-based prediction error results
aggregate.perrySelect	Aggregate resampling-based prediction error results
aggregate.perryTuning	Aggregate resampling-based prediction error results
autoplot.perry	Plot resampling-based prediction error results
autoplot.perrySelect	Plot resampling-based prediction error results
bootControl	Control object for bootstrap samples
bootSamples	Bootstrap samples
coef.perryTuning	Resampling-based prediction error for tuning parameter selection
cost	Prediction loss
cvFolds	Cross-validation folds
fits	Access or set information on resampling-based prediction error results
fits<-	Access or set information on resampling-based prediction error results
fitted.perryTuning	Resampling-based prediction error for tuning parameter selection
foldControl	Control object for cross-validation folds
fortify.perry	Deprecated functions in package 'perry'
fortify.perrySelect	Deprecated functions in package 'perry'
fortify.perryTuning	Deprecated functions in package 'perry'
mape	Prediction loss
mspe	Prediction loss
nfits	Access or set information on resampling-based prediction error results
npe	Access or set information on resampling-based prediction error results
peNames	Access or set information on resampling-based prediction error results
peNames<-	Access or set information on resampling-based prediction error results
perry	Resampling-based prediction error for fitted models
perry-deprecated	Deprecated functions in package 'perry'
perryFit	Resampling-based prediction error for model evaluation
perryFit.call	Resampling-based prediction error for model evaluation
perryFit.default	Resampling-based prediction error for model evaluation
perryFit.function	Resampling-based prediction error for model evaluation
perryPlot	Plot resampling-based prediction error results
perryPlot.default	Deprecated functions in package 'perry'
perryPlot.perry	Plot resampling-based prediction error results
perryPlot.perrySelect	Plot resampling-based prediction error results
perryPlot.setupPerryPlot	Plot resampling-based prediction error results
perryReshape	Reshape resampling-based prediction error results
perrySelect	Model selection via resampling-based prediction error measures
perrySplits	Data splits for resampling-based prediction error measures
perryTuning	Resampling-based prediction error for tuning parameter selection
perryTuning.call	Resampling-based prediction error for tuning parameter selection
perryTuning.function	Resampling-based prediction error for tuning parameter selection
plot.perry	Plot resampling-based prediction error results
plot.perrySelect	Plot resampling-based prediction error results
predict.perryTuning	Resampling-based prediction error for tuning parameter selection
print.bootSamples	Bootstrap samples
print.cvFolds	Cross-validation folds
print.perry	Resampling-based prediction error for model evaluation
print.perrySelect	Model selection via resampling-based prediction error measures
print.perryTuning	Resampling-based prediction error for tuning parameter selection
print.randomSplits	Random data splits
randomSplits	Random data splits
reperry	Recompute resampling-based prediction error measures
reperry.perry	Recompute resampling-based prediction error measures
reperry.perrySelect	Recompute resampling-based prediction error measures
residuals.perryTuning	Resampling-based prediction error for tuning parameter selection
rmspe	Prediction loss
rtmspe	Prediction loss
setupPerryPlot	Set up a plot of resampling-based prediction error results
setupPerryPlot.perry	Set up a plot of resampling-based prediction error results
setupPerryPlot.perrySelect	Set up a plot of resampling-based prediction error results
setupPerryPlot.perryTuning	Set up a plot of resampling-based prediction error results
splitControl	Control object for random data splits
subset.perry	Subsetting resampling-based prediction error results
subset.perrySelect	Subsetting resampling-based prediction error results
summary.perry	Summarize resampling-based prediction error results
summary.perrySelect	Summarize resampling-based prediction error results
summary.perryTuning	Summarize resampling-based prediction error results
tmspe	Prediction loss