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 <[email protected]>, Lutz Duembgen <[email protected]>.
MaintainerNiki Zumbrunnen <[email protected]>
LicenseGPL (>= 2)
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:

Try the pvclass package in your browser

Any scripts or data that you put into this service are public.

pvclass documentation built on May 1, 2019, 10:17 p.m.