auRoc: Various Methods to Estimate the AUC
Version 0.1-0

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.

Browse man pages Browse package API and functions Browse package files

AuthorDai Feng
Date of publication2015-12-21 21:57:32
MaintainerDai Feng <dai_feng@merck.com>
LicenseGPL
Version0.1-0
Package repositoryView on CRAN
InstallationInstall the latest version of this package by entering the following in R:
install.packages("auRoc")

Man pages

auc.nonpara.kernel: AUC by Kernel Methods
auc.nonpara.mw: AUC Based on the Mann-Whitney Statistic
auc.para.bayes: AUC by the Bayesian MCMC
auc.para.frequentist: AUC by Frequentist Parametric Methods
petBrainGlioma: Standard Uptake Value (SUV) for Brain Glioma Grading

Functions

auc.kernel.boot Source code
auc.kernel.jackknife Source code
auc.kernel.mw Source code
auc.mw.boot Source code
auc.mw.delong Source code
auc.mw.jackknife Source code
auc.mw.newcombe Source code
auc.mw.pepe Source code
auc.mw.zhou Source code
auc.nonpara.kernel Man page Source code
auc.nonpara.mw Man page Source code
auc.para.bayes Man page Source code
auc.para.frequentist Man page Source code
auc.para.frequentist.RG Source code
getAUCCImwu Source code
getAUCkernel Source code
getAUCkernelCDF Source code
getAUCkernelPDF Source code
getAUCmw Source code
getBandwidth Source code
getBandwidth.nrd0 Source code
getBandwidth.sj Source code
getS2mw Source code
getVARmw Source code Source code
kernel.jackknife Source code
mw.jackknife Source code
petBrainGlioma Man page

Files

NAMESPACE
data
data/petBrainGlioma.rda
R
R/auc.nonpara.mw.R
R/auc.para.bayes.R
R/auc.para.frequentist.R
R/auc.nonpara.kernel.R
MD5
DESCRIPTION
man
man/auc.para.bayes.Rd
man/auc.nonpara.mw.Rd
man/auc.nonpara.kernel.Rd
man/petBrainGlioma.Rd
man/auc.para.frequentist.Rd
auRoc documentation built on May 20, 2017, 2:07 a.m.