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', 'weighted nearest neighbors' or 'penalized logistic regression'. Additionally, it provides graphical displays and quantitative analyses of the p-values.

Version:	1.4.1
Imports:	Matrix
Published:	2025-04-30
DOI:	10.32614/CRAN.package.pvclass
Author:	Niki Zumbrunnen [aut, cre], Lutz Duembgen. [aut]
Maintainer:	Niki Zumbrunnen <niki.zumbrunnen at gmail.com>
License:	GPL-2 | GPL-3 [expanded from: GPL (≥ 2)]
NeedsCompilation:	no
Citation:	pvclass citation info
CRAN checks:	pvclass results

Documentation:

Reference manual:

pvclass.html , pvclass.pdf

Downloads:

Package source:	pvclass_1.4.1.tar.gz
Windows binaries:	r-devel: pvclass_1.4.1.zip, r-release: pvclass_1.4.1.zip, r-oldrel: pvclass_1.4.1.zip
macOS binaries:	r-release (arm64): pvclass_1.4.1.tgz, r-oldrel (arm64): pvclass_1.4.1.tgz, r-release (x86_64): pvclass_1.4.1.tgz, r-oldrel (x86_64): pvclass_1.4.1.tgz
Old sources:	pvclass archive

Linking:

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