Other packages > Find by keyword >

tdROC  

Nonparametric Estimation of Time-Dependent ROC, Brier Score, and Survival Difference from Right Censored Time-to-Event Data with or without Competing Risks
View on CRAN: Click here


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

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

Install by package version:
library("remotes")
install_version("tdROC", "2.0")



Attach the package and use:
library("tdROC")
Maintained by
Xiaoyang Li
[Scholar Profile | Author Map]
All associated links for this package
First Published: 2016-03-30
Latest Update: 2023-12-13
Description:
The tdROC package facilitates the estimation of time-dependent ROC (Receiver Operating Characteristic) curves and the Area Under the time-dependent ROC Curve (AUC) in the context of survival data, accommodating scenarios with right censored data and the option to account for competing risks. In addition to the ROC/AUC estimation, the package also estimates time-dependent Brier score and survival difference. Confidence intervals of various estimated quantities can be obtained from bootstrap. The package also offers plotting functions for visualizing time-dependent ROC curves.
How to cite:
Xiaoyang Li (2016). tdROC: Nonparametric Estimation of Time-Dependent ROC, Brier Score, and Survival Difference from Right Censored Time-to-Event Data with or without Competing Risks. R package version 2.0, https://cran.r-project.org/web/packages/tdROC. Accessed 01 Feb. 2025.
Previous versions and publish date:
1.0 (2016-03-30 00:59)
Other packages that cited tdROC R package
View tdROC citation profile
Other R packages that tdROC depends, imports, suggests or enhances
Complete documentation for tdROC
Functions, R codes and Examples using the tdROC R package
Some associated functions: AUC.cr . AUC_calc_integral . Melano . calc.kw . mayo . pipe . plot_tdROC . plot_tdROC_cr . td.kw.cr . tdBrier . tdROC.cr . tdROC . tdSurvDiff . 
Some associated R codes: AUC.cr.R . AUC_calc_integral.R . Melano.R . RcppExports.R . calc.kw.R . forRcpp.R . mayo.R . plot.tdROC.R . plot.tdROC.cr.R . td.kw.cr.R . tdBrier.R . tdROC.R . tdROC.cr.R . tdSurvDiff.R . utils-pipe.R .  Full tdROC 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

longit  
High Dimensional Longitudinal Data Analysis Using MCMC
High dimensional longitudinal data analysis with Markov Chain Monte Carlo(MCMC). Currently support ...
Download / Learn more Package Citations See dependency  
bayesDP  
Implementation of the Bayesian Discount Prior Approach for Clinical Trials
Functions for data augmentation using the Bayesian discount prior method for single arm and two-arm ...
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  
extraoperators  
Extra Binary Relational and Logical Operators
Speed up common tasks, particularly logical or relational comparisons and routine follow up tasks s ...
Download / Learn more Package Citations See dependency  
tidyxl  
Read Untidy Excel Files
Imports non-tabular from Excel files into R.Exposes cell content, position and formatting in a tidy ...
Download / Learn more Package Citations See dependency  

23,580

R Packages

204,057

Dependencies

63,980

Author Associations

23,581

Publication Badges

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