auRoc: Various Methods to Estimate the AUC

Estimate the AUC using a variety of methods as follows: (1) frequentist nonparametric methods based on the Mann-Whitney statistic or kernel methods. (2) frequentist parametric methods using the likelihood ratio test based on higher-order asymptotic results, the signed log-likelihood ratio test, the Wald test, or the approximate ''t'' solution to the Behrens-Fisher problem. (3) Bayesian parametric MCMC methods.

Getting started

Package details

AuthorDai Feng [aut, cre], Damjan Manevski [auc], Maja Pohar Perme [auc]
MaintainerDai Feng <[email protected]>
LicenseGPL
Version0.2-0
Package repositoryView on CRAN
Installation Install the latest version of this package by entering the following in R:
install.packages("auRoc")

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auRoc documentation built on Jan. 14, 2019, 1:04 a.m.