Tools that allow developers to write functions
for cross-validation with minimal programming effort
and assist users with model selection.
Details
Package:
cvTools
Type:
Package
Version:
0.3.2
Date:
2012-05-11
Depends:
R (>= 2.11.0),
lattice,
robustbase
Imports:
lattice,
robustbase,
stats
License:
GPL (>= 2)
LazyLoad:
yes
Index:
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
Author(s)
Andreas Alfons
Maintainer: Andreas Alfons
<andreas.alfons@econ.kuleuven.be>