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
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
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

steepness  
Testing Steepness of Dominance Hierarchies
The steepness package computes steepness as a property of dominance hierarchies. Steepness is define ...
Download / Learn more Package Citations See dependency  
ftaproxim  
Fault Tree Analysis Based on Proxel Simulation
Calculation and plotting of instantaneous unavailabilities of basic events along with the top event ...
Download / Learn more Package Citations See dependency  
mistral  
Methods in Structural Reliability
Various reliability analysis methods for rare event inference (computing failure probability and qua ...
Download / Learn more Package Citations See dependency  
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  
rdbnomics  
Download DBnomics Data
R access to hundreds of millions data series from DBnomics API (). ...
Download / Learn more Package Citations See dependency  
critpath  
Setting the Critical Path in Project Management
Solving the problem of project management using CPM (Critical Path Method), PERT (Program Evaluation ...
Download / Learn more Package Citations See dependency  

22,114

R Packages

188,080

Dependencies

55,244

Author Associations

22,115

Publication Badges

© Copyright 2022 - present. All right reserved, rpkg.net. Contact Us / Suggestions / Concerns