Other packages > Find by keyword >

auRoc  

Various Methods to Estimate the AUC
View on CRAN: Click here


Download and install auRoc package within the R console
Install from CRAN:
install.packages("auRoc")

Install from Github:
library("remotes")
install_github("cran/auRoc")

Install by package version:
library("remotes")
install_version("auRoc", "0.2-1")



Attach the package and use:
library("auRoc")
Maintained by
Dai Feng
[Scholar Profile | Author Map]
First Published: 2015-12-21
Latest Update: 2020-04-04
Description:
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.
How to cite:
Dai Feng (2015). auRoc: Various Methods to Estimate the AUC. R package version 0.2-1, https://cran.r-project.org/web/packages/auRoc. Accessed 30 Mar. 2025.
Previous versions and publish date:
0.1-0 (2015-12-21 21:57), 0.2-0 (2019-01-13 22:10)
Other packages that cited auRoc R package
View auRoc citation profile
Other R packages that auRoc depends, imports, suggests or enhances
Complete documentation for auRoc
Functions, R codes and Examples using the auRoc R package
Some associated functions: auc.nonpara.kernel . auc.nonpara.mw . auc.para.bayes . auc.para.frequentist . petBrainGlioma . 
Some associated R codes: auc.nonpara.kernel.R . auc.nonpara.mw.R . auc.para.bayes.R . auc.para.frequentist.R .  Full auRoc package functions and examples
Downloads during the last 30 days
02/2702/2803/0103/0203/0303/0403/0503/0603/0703/0803/0903/1003/1103/1203/1303/1403/1503/1603/1703/1803/1903/2003/2103/2203/2303/2403/2503/2603/2703/28Downloads for auRoc24681012141618TrendBars

Today's Hot Picks in Authors and Packages

cocorresp  
Co-Correspondence Analysis Methods
Fits predictive and symmetric co-correspondence analysis (CoCA) models to relate one data matrix to ...
Download / Learn more Package Citations See dependency  
TangPoemR  
Write Chinese Tang Poems
Write Chinese Tang Poems automatically. ...
Download / Learn more Package Citations See dependency  
FAMoS  
A Flexible Algorithm for Model Selection
Given a set of parameters describing model dynamics and a corresponding cost function, FAMoS perfor ...
Download / Learn more Package Citations See dependency  
r2resize  
In-Text Resize for Images, Tables and Fancy Resize Containers in 'shiny', 'rmarkdown' and 'quarto' Documents
Automatic resizing toolbar for containers, images and tables. Various resizable or expandable contai ...
Download / Learn more Package Citations See dependency  

23,842

R Packages

207,311

Dependencies

64,420

Author Associations

23,781

Publication Badges

© Copyright since 2022. All right reserved, rpkg.net.  Based in Cambridge, Massachusetts, USA