CRAN/E | auRoc

auRoc

Various Methods to Estimate the AUC

Installation

About

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.

Key Metrics

Version 0.2-1
R ≥ 3.0.2
Published 2020-04-04 1454 days ago
Needs compilation? no
License GPL-2
License GPL-3
CRAN checks auRoc results

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Maintainer

Maintainer

Dai Feng

daifeng.stat@gmail.com

Authors

Dai Feng

aut / cre

Damjan Manevski
auc
Maja Pohar Perme
auc

Material

Reference manual
Package source

macOS

r-release

arm64

r-oldrel

arm64

r-release

x86_64

r-oldrel

x86_64

Windows

r-devel

x86_64

r-release

x86_64

r-oldrel

x86_64

Old Sources

auRoc archive

Depends

R ≥ 3.0.2
rjags ≥ 3-11
ProbYX ≥ 1.1

Imports

coda ≥ 0.16-1
MBESS ≥ 3.3.3