Package: pvclass 1.4

Niki Zumbrunnen

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.

Authors:Niki Zumbrunnen <[email protected]>, Lutz Duembgen <[email protected]>.

pvclass_1.4.tar.gz
pvclass_1.4.tar.gz(r-4.5-noble)pvclass_1.4.tar.gz(r-4.4-noble)
pvclass_1.4.tgz(r-4.4-emscripten)pvclass_1.4.tgz(r-4.3-emscripten)
pvclass.pdf |pvclass.html
pvclass/json (API)

# Install 'pvclass' in R:
install.packages('pvclass', repos = c('https://cran.r-universe.dev', 'https://cloud.r-project.org'))

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This package does not link to any Github/Gitlab/R-forge repository. No issue tracker or development information is available.

1.11 score 13 scripts 146 downloads 11 exports 2 dependencies

Last updated 7 years agofrom:fc66aaa14a. Checks:OK: 2. Indexed: yes.

TargetResultDate
Doc / VignettesOKOct 27 2024
R-4.5-linuxOKOct 27 2024

Exports:analyze.pvscvpvscvpvs.gaussiancvpvs.knncvpvs.logregcvpvs.wnnpvspvs.gaussianpvs.knnpvs.logregpvs.wnn

Dependencies:latticeMatrix