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)

Peer review:

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11 exports 0.00 score 2 dependencies 13 scripts 162 downloads

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

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

Dependencies:latticeMatrix