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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 |
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Author | Niki Zumbrunnen <niki.zumbrunnen@gmail.com>, Lutz Duembgen <lutz.duembgen@stat.unibe.ch>. |
Maintainer | Niki Zumbrunnen <niki.zumbrunnen@gmail.com> |
License | GPL (>= 2) |
Version | 1.4 |
Package repository | View on CRAN |
Installation |
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