R: Resampling-Based Prediction Error Estimation for Regression Models

# Resampling-Based Prediction Error Estimation for Regression Models

## 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