Other packages > Find by keyword >

cenROC  

Estimating Time-Dependent ROC Curve and AUC for Censored Data
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("cenROC", "2.0.0")



Attach the package and use:
library("cenROC")
Maintained by
Kassu Mehari Beyene
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2020-03-30
Latest Update: 2023-03-27
Description:
Contains functions to estimate a smoothed and a non-smoothed (empirical) time-dependent receiver operating characteristic curve and the corresponding area under the receiver operating characteristic curve and the optimal cutoff point for the right and interval censored survival data. See Beyene and El Ghouch (2020) and Beyene and El Ghouch (2022) .
How to cite:
Kassu Mehari Beyene (2020). cenROC: Estimating Time-Dependent ROC Curve and AUC for Censored Data. R package version 2.0.0, https://cran.r-project.org/web/packages/cenROC. Accessed 22 Dec. 2024.
Previous versions and publish date:
1.0.0 (2020-03-30 18:00), 1.2.0 (2020-05-08 20:50)
Other packages that cited cenROC R package
View cenROC citation profile
Other R packages that cenROC depends, imports, suggests or enhances
Complete documentation for cenROC
Functions, R codes and Examples using the cenROC R package
Some associated functions: CV . Csurv . ICsur . IntROC . NR . PI . RocFun . cenROC . condS . dnorkernel . hds . integ . ker_dis_i . kfunc . kfunction . mayo . muro . wIQR . wbw . wquantile . wvar . youden . 
Some associated R codes: IntROC.R . RcppExports.R . bw.R . cenROC.R . data.R . youden.R . zzzz.R .  Full cenROC 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

composits  
Compositional, Multivariate and Univariate Time Series Outlier Ensemble
A compositional multivariate and univariate time series outlier ensemble.It uses the four R packages ...
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  
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  
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  
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)
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  

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