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 <niki.zumbrunnen@gmail.com>, Lutz Duembgen <lutz.duembgen@stat.unibe.ch>.

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 = 'https://cloud.r-project.org')
Datasets:

On CRAN:

Conda:

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

1.00 score 186 downloads 11 exports 2 dependencies

Last updated 8 years agofrom:fc66aaa14a. Checks:3 OK. Indexed: yes.

TargetResultLatest binary
Doc / VignettesOKMar 26 2025
R-4.5-linuxOKMar 26 2025
R-4.4-linuxOKMar 26 2025

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

Dependencies:latticeMatrix

Citation

To cite pvclass in publications use:

Niki Zumbrunnen, Lutz Duembgen (2017). pvclass: An R Package for p Values for Classification. Journal of Statistical Software, 78(4), 1-19.<doi:10.18637/jss.v078.i04>

Corresponding BibTeX entry: 

  @Article{,
    title = {{pvclass}: An {R} Package for $p$~Values for
      Classification},
    author = {Niki Zumbrunnen and Lutz D\"umbgen},
    journal = {Journal of Statistical Software},
    year = {2017},
    volume = {78},
    number = {4},
    pages = {1--19},
    doi = {10.18637/jss.v078.i04},
  }