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.
| Version: | 1.4.1 |
| Imports: | Matrix |
| Published: | 2025-04-30 |
| DOI: | 10.32614/CRAN.package.pvclass |
| Author: | Niki Zumbrunnen [aut, cre], Lutz Duembgen. [aut] |
| Maintainer: | Niki Zumbrunnen <niki.zumbrunnen at gmail.com> |
| License: | GPL-2 |GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: | no |
| Citation: | pvclass citation info |
| CRAN checks: | pvclass results |
| Reference manual: | pvclass.html ,pvclass.pdf |
| Package source: | pvclass_1.4.1.tar.gz |
| Windows binaries: | r-devel:pvclass_1.4.1.zip, r-release:pvclass_1.4.1.zip, r-oldrel:pvclass_1.4.1.zip |
| macOS binaries: | r-release (arm64):pvclass_1.4.1.tgz, r-oldrel (arm64):pvclass_1.4.1.tgz, r-release (x86_64):pvclass_1.4.1.tgz, r-oldrel (x86_64):pvclass_1.4.1.tgz |
| Old sources: | pvclass archive |
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