Other packages > Find by keyword >

ThresholdROCsurvival  

Diagnostic Ability Assessment with Right-Censored Data at a Fixed Time t
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("ThresholdROCsurvival", "1.2.1")



Attach the package and use:
library("ThresholdROCsurvival")
Maintained by
Sara Perez-Jaume
[Scholar Profile | Author Map]
First Published: 2022-07-08
Latest Update: 2023-03-28
Description:
We focus on the diagnostic ability assessment of medical tests when the outcome of interest is the status (alive or dead) of the subjects at a certain time-point t. This binary status is determined by right-censored times to event and it is unknown for those subjects censored before t. Here we provide three methods (unknown status exclusion, imputation of censored times and using time-dependent ROC curves) to evaluate the diagnostic ability of binary and continuous tests in this context. Two references for the methods used here are Skaltsa et al. (2010) <doi:10.1002/bimj.200900294> and Heagerty et al. (2000) <doi:10.1111/j.0006-341x.2000.00337.x>.
How to cite:
Sara Perez-Jaume (2022). ThresholdROCsurvival: Diagnostic Ability Assessment with Right-Censored Data at a Fixed Time t. R package version 1.2.1, https://cran.r-project.org/web/packages/ThresholdROCsurvival. Accessed 09 May. 2025.
Previous versions and publish date:
1.0.1 (2022-07-08 16:20), 1.0.2 (2022-08-11 16:30), 1.0.3 (2022-11-27 20:10), 1.1.0 (2023-03-21 13:00), 1.1.1 (2023-03-28 10:50), 1.2.0 (2023-11-08 19:20)
Other packages that cited ThresholdROCsurvival R package
View ThresholdROCsurvival citation profile
Other R packages that ThresholdROCsurvival depends, imports, suggests or enhances
Complete documentation for ThresholdROCsurvival
Functions, R codes and Examples using the ThresholdROCsurvival R package
Some associated functions: AUC_ICT . AUC_ME . NSCLC . ThresholdROCsurvival-package . th_ICT . th_ME . th_survivalROC . 
Some associated R codes: AUC_ICT.R . AUC_ME.R . auxiliars.R . th_ICT.R . th_ME.R . th_survivalROC.R .  Full ThresholdROCsurvival package functions and examples
Downloads during the last 30 days
04/0904/1004/1104/1204/1304/1404/1504/1604/1704/1804/1904/2004/2104/2204/2304/2404/2504/2604/2704/2804/2904/3005/0105/0205/0305/0405/0505/0605/07Downloads for ThresholdROCsurvival01020304050607080TrendBars

Today's Hot Picks in Authors and Packages

SACOBRA  
Self-Adjusting COBRA
Performs surrogate-assisted optimization for expensive black-box constrained problems. ...
Download / Learn more Package Citations See dependency  
assertive.numbers  
Assertions to Check Properties of Numbers
A set of predicates and assertions for checking the properties of numbers. This is mainly for use ...
Download / Learn more Package Citations See dependency  
disparityfilter  
Disparity Filter Algorithm for Weighted Networks
The disparity filter algorithm is a network reduction technique to identify the 'backbone' structur ...
Download / Learn more Package Citations See dependency  
nextGenShinyApps  
Craft Exceptional 'R Shiny' Applications and Dashboards with Novel Responsive Tools
Nove responsive tools for designing and developing 'Shiny' dashboards and applications. The scripts ...
Download / Learn more Package Citations See dependency  

24,205

R Packages

207,311

Dependencies

65,312

Author Associations

24,206

Publication Badges

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