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Package: cvTools | ||
Type: Package | ||
Title: Cross-validation tools for regression models | ||
Version: 0.1.1 | ||
Date: 2011-12-07 | ||
Version: 0.2.0 | ||
Date: 2012-02-13 | ||
Author: Andreas Alfons | ||
Maintainer: Andreas Alfons <andreas.alfons@econ.kuleuven.be> | ||
Depends: R (>= 2.11.0), lattice, robustbase | ||
Description: Tools that allow developers to write functions | ||
for cross-validation with minimal programming effort | ||
and assist users with model selection. | ||
Imports: lattice, robustbase, stats | ||
Description: Tools that allow developers to write functions for | ||
cross-validation with minimal programming effort and assist | ||
users with model selection. | ||
License: GPL (>= 2) | ||
LazyLoad: yes | ||
Collate: 'accessors.R' 'aggregate.R' 'bwplot.R' 'cost.R' 'cvExamples.R' | ||
'cvFit.R' 'cvFolds.R' 'cvReshape.R' 'cvSelect.R' 'cvTool.R' | ||
'cvTuning.R' 'densityplot.R' 'dotplot.R' 'plot.R' 'print.R' | ||
'subset.R' 'summary.R' 'utils.R' 'xyplot.R' | ||
Packaged: 2011-12-07 00:15:47 UTC; andi | ||
Collate: 'accessors.R' 'aggregate.R' 'bwplot.R' 'cost.R' 'cvFit.R' | ||
'cvFolds.R' 'cvReshape.R' 'cvSelect.R' 'cvTool.R' 'cvTuning.R' | ||
'densityplot.R' 'dotplot.R' 'plot.R' 'print.R' 'repCV.R' | ||
'selectBest.R' 'subset.R' 'summary.R' 'utils.R' 'xyplot.R' | ||
Packaged: 2012-02-13 12:16:53 UTC; andi | ||
Repository: CRAN | ||
Date/Publication: 2011-12-07 17:07:24 | ||
Date/Publication: 2012-02-13 12:46:49 |
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Changes in cvTools version 0.2.0 | ||
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+ New generic function repCV() for (repeated) K-fold cross-validation. The | ||
example functions cvLm(), cvLmrob() and cvLts() are now aliases for the | ||
respective methods. | ||
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+ Bugfix in cvFit(): default names are retained if cvTool() returns a | ||
1x1 matrix. | ||
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+ Bugfix in plot.cvSelect(): default handling of argument 'method' no | ||
longer throws error in case of only one replication. | ||
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+ Added functionality to incorporate standard errors. | ||
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+ cvSelect() and cvTuning() now allow to specify criterion for selecting | ||
the best model via the argument 'selectBest'. | ||
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+ New xyplot() and dotplot() methods for class "cv". | ||
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Changes in cvTools version 0.1.1 | ||
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+ Added different types of obtaining CV folds. | ||
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