Resampling-based prediction error estimation for regression models

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Documentation for package ‘perry’ version 0.2.0

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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
bootPE Deprecated functions in package 'perry'
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 Convert resampling-based prediction error results into a data frame for plotting
fortify.perrySelect Convert resampling-based prediction error results into a data frame for plotting
fortify.perryTuning Convert resampling-based prediction error results into a data frame for plotting
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'
perry.lm Resampling-based prediction error for fitted models
perry.lmrob Resampling-based prediction error for fitted models
perry.lts Resampling-based prediction error for fitted models
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 Plot resampling-based prediction error results
perryPlot.perry Plot resampling-based prediction error results
perryPlot.perrySelect 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
repCV Deprecated functions in package 'perry'
reperry Recompute resampling-based prediction error measures
reperry.perry Recompute resampling-based prediction error measures
reperry.perrySelect Recompute resampling-based prediction error measures
repRS Deprecated functions in package 'perry'
residuals.perryTuning Resampling-based prediction error for tuning parameter selection
rmspe Prediction loss
rtmspe Prediction loss
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