pvclass (1.4)

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P-Values for Classification.

http://cran.r-project.org/web/packages/pvclass

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.

Maintainer: Niki Zumbrunnen
Author(s): Niki Zumbrunnen <niki.zumbrunnen@gmail.com>, Lutz Duembgen <lutz.duembgen@stat.unibe.ch>.

License: GPL (>= 2)

Uses: Matrix

Released over 1 year ago.


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