Other packages > Find by keyword >

sorocs  

A Bayesian Semiparametric Approach to Correlated ROC Surfaces
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("sorocs", "0.1.0")



Attach the package and use:
library("sorocs")
Maintained by
Weimin Zhang
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-03-13
Latest Update: 2020-03-13
Description:
A Bayesian semiparametric Dirichlet process mixtures to estimate correlated receiver operating characteristic (ROC) surfaces and the associated volume under the surface (VUS) with stochastic order constraints. The reference paper is:Zhen Chen, Beom Seuk Hwang, (2018) "A Bayesian semiparametric approach to correlated ROC surfaces with stochastic order constraints". Biometrics, 75, 539-550. <doi:10.1111/biom.12997>.
How to cite:
Weimin Zhang (2020). sorocs: A Bayesian Semiparametric Approach to Correlated ROC Surfaces. R package version 0.1.0, https://cran.r-project.org/web/packages/sorocs. Accessed 22 Sep. 2026.
Previous versions and publish date:
No previous versions
Other packages that cited sorocs R package
View sorocs citation profile
Other R packages that sorocs depends, imports, suggests or enhances
Complete documentation for sorocs
Functions, R codes and Examples using the sorocs R package
Some associated functions: asrm . sorocs . 
Some associated R codes: sorocs.R .  Full sorocs package functions and examples
Downloads during the last 30 days

Today's Hot Picks in Authors and Packages

odns  
Access Scottish Health and Social Care Open Data
Allows potential users of Scottish Health and Social Care Open Data ( ...
Download / Learn more Package Citations See dependency  
spider  
Species Identity and Evolution in R
Analysis of species limits and DNA barcoding data. Included are functions for generating important s ...
Download / Learn more Package Citations See dependency  
Countr  
Flexible Univariate Count Models Based on Renewal Processes
Flexible univariate count models based on renewal processes. The models may include covariates and ...
Download / Learn more Package Citations See dependency  
cnum  
Chinese Numerals Processing
Chinese numerals processing in R, such as conversion between Chinese numerals and Arabic numerals a ...
Download / Learn more Package Citations See dependency  
jointseg  
Joint Segmentation of Multivariate (Copy Number) Signals
Methods for fast segmentation of multivariate signals into piecewise constant profiles and for gene ...
Download / Learn more Package Citations See dependency  
heatmaply  
Interactive Cluster Heat Maps Using 'plotly' and 'ggplot2'
Create interactive cluster 'heatmaps' that can be saved as a stand- alone HTML file, embedded in 'R ...
Download / Learn more Package Citations See dependency  

28,720

R Packages

247,686

Dependencies

75,677

Author Associations

28,721

Publication Badges

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