WilcoxCV: Wilcoxon-based variable selection in cross-validation

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This package provides functions to perform fast variable selection based on the Wilcoxon rank sum test in the cross-validation or Monte-Carlo cross-validation settings, for use in microarray-based binary classification.

Author
Anne-Laure Boulesteix <boulesteix@ibe.med.uni-muenchen.de>.
Date of publication
2012-10-29 08:58:09
Maintainer
Anne-Laure Boulesteix <boulesteix@ibe.med.uni-muenchen.de>
License
GPL (>= 2)
Version
1.0-2
URLs

View on CRAN

Man pages

generate.cv
Generating groups for cross-validation
generate.split
Generating random splittings into learning and test data sets
WilcoxCV-internal
Internal WilcoxCV Functions
wilcox.selection.split
Wilcoxon-based variable selection in cross-validation (CV)...
wilcox.split
Wilcoxon rank sum statistic in cross-validation (CV) and...

Files in this package

WilcoxCV
WilcoxCV/NAMESPACE
WilcoxCV/man
WilcoxCV/man/WilcoxCV-internal.Rd
WilcoxCV/man/generate.split.Rd
WilcoxCV/man/generate.cv.Rd
WilcoxCV/man/wilcox.split.Rd
WilcoxCV/man/wilcox.selection.split.Rd
WilcoxCV/DESCRIPTION
WilcoxCV/MD5
WilcoxCV/R
WilcoxCV/R/generate.cv.R
WilcoxCV/R/wilcox.split31.07essai.R
WilcoxCV/R/wilcox.split.R
WilcoxCV/R/generate.split.R
WilcoxCV/R/wilcox.selection.split.R