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 Dec. 2024.
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
Get rewarded with contribution points by helping add
Reviews / comments / questions /suggestions ↴↴↴

Today's Hot Picks in Authors and Packages

quickcode  
Quick and Essential 'R' Tricks for Better Scripts
The NOT functions, 'R' tricks and a compilation of some simple quick plus often used 'R' codes to im ...
Download / Learn more Package Citations See dependency  
dmlalg  
Double Machine Learning Algorithms
Implementation of double machine learning (DML) algorithms in R, based on Emmenegger and Buehlmann ...
Download / Learn more Package Citations See dependency  
elect  
Estimation of Life Expectancies Using Multi-State Models
Functions to compute state-specific and marginal life expectancies. The computation is based on a fi ...
Download / Learn more Package Citations See dependency  
Rfast2  
A Collection of Efficient and Extremely Fast R Functions II
A collection of fast statistical and utility functions for data analysis. Functions for regression, ...
Download / Learn more Package Citations See dependency  
wordspace  
Distributional Semantic Models in R
An interactive laboratory for research on distributional semantic models ('DSM', see < ...
Download / Learn more Package Citations See dependency  
LOGANTree  
Tree-Based Models for the Analysis of Log Files from Computer-Based Assessments
Enables researchers to model log-file data from computer-based assessments using machine-learning te ...
Download / Learn more Package Citations See dependency  
Maintainer: Qi Qin (view profile)

23,394

R Packages

201,798

Dependencies

63,416

Author Associations

23,395

Publication Badges

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