Tools that allow developers to write functions for cross-validation with minimal programming effort and assist users with model selection.
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:
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 | 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
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Andreas Alfons
Maintainer: Andreas Alfons <andreas.alfons@econ.kuleuven.be>
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