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pvclass  

P-Values for Classification
View on CRAN: Click here


Download and install pvclass package within the R console
Install from CRAN:
install.packages("pvclass")

Install from Github:
library("remotes")
install_github("cran/pvclass")

Install by package version:
library("remotes")
install_version("pvclass", "1.4.1")



Attach the package and use:
library("pvclass")
Maintained by
Niki Zumbrunnen
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2010-07-29
Latest Update: 2025-04-30
Description:
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.
How to cite:
Niki Zumbrunnen (2010). pvclass: P-Values for Classification. R package version 1.4.1, https://cran.r-project.org/web/packages/pvclass. Accessed 17 Jul. 2026.
Previous versions and publish date:
(2026-07-09 06:44), 1.0 (2010-07-29 17:47), 1.1 (2014-06-11 15:11), 1.2 (2014-11-24 08:20), 1.3 (2015-11-03 10:59), 1.4 (2017-06-05 17:13)
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Complete documentation for pvclass
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