pvclass: P-values for Classification

Computes nonparametric p-values for the potential class memberships of new observations as well as cross-validated p-values for the training data. The p-values are based on permutation tests applied to an estimated Bayesian likelihood ratio, using a plug-in statistic for the Gaussian model, 'k nearest neighbors' or 'weighted nearest neighbors'. Additionally, it provides graphical displays and quantitative analyses of the p-values.

Version: 1.0
Depends: Matrix
Published: 2010-07-29
Author: Niki Zumbrunnen, Lutz Duembgen.
Maintainer: Niki Zumbrunnen <niki.zumbrunnen at stat.unibe.ch>
License: GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation: no
CRAN checks: pvclass results

Downloads:

Reference manual: pvclass.pdf
Package source: pvclass_1.0.tar.gz
MacOS X binary: pvclass_1.0.tgz
Windows binary: pvclass_1.0.zip