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.

Package details

AuthorNiki Zumbrunnen [aut, cre], Lutz Duembgen. [aut]
MaintainerNiki Zumbrunnen <niki.zumbrunnen@gmail.com>
LicenseGPL (>= 2)
Version1.4.1
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("pvclass")

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pvclass documentation built on June 8, 2025, 11:01 a.m.