cvTools-package {cvTools}

Cross-Validation Tools for Regression Models

Description

Tools that allow developers to write functions for cross-validation with minimal programming effort and assist users with model selection.

Details

The DESCRIPTION file:

Package:	cvTools
Type:	Package
Title:	Cross-Validation Tools for Regression Models
Version:	0.3.3
Date:	2024-03-13
Depends:	R (>= 2.11.0), lattice, robustbase
Imports:	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
Authors@R:	person("Andreas", "Alfons", email = "[e-mail]", role = c("aut", "cre"), comment = c(ORCID = "0000-0002-2513-3788"))
Author:	Andreas Alfons [aut, cre] (<https://orcid.org/0000-0002-2513-3788>)
Maintainer:	Andreas Alfons <[e-mail]>
Encoding:	UTF-8
RoxygenNote:	7.2.3

Index of help topics:

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 [aut, cre] (<https://orcid.org/0000-0002-2513-3788>)

Maintainer: Andreas Alfons <[e-mail]>