Rdocumentation
powered by
Learn R Programming
⚠️
There's a newer version (1.3-0) of this package.
Take me there.
survAUC (version 1.2-0)
Estimators of Prediction Accuracy for Time-to-Event Data
Description
Provides a variety of functions to estimate time-dependent true/false positive rates and AUC curves from a set of censored survival data.
Copy Link
Link to current version
Version
Version
1.3-0
1.2-0
1.1-1
1.1-0
1.0-5
1.0-4
1.0-3
1.0-2
1.0-1
1.0-0
Install
install.packages('survAUC')
Monthly Downloads
1,760
Version
1.2-0
License
GPL-2
Maintainer
Frederic Bertrand
Last Published
March 21st, 2023
Functions in survAUC (1.2-0)
Search all functions
predErr
Distance-based estimators of survival predictive accuracy
schemper
Distance-based estimator of survival predictive accuracy proposed by Schemper and Henderson
AUC.sh
AUC estimator proposed by Song and Zhou
BeggC
C-statistic by Begg et al.
AUC.cd
AUC estimator proposed by Chambless and Diao
UnoC
C-statistic by Uno et al.
plot.survAUC
Plot method for survAUC and survErr Objects
AUC.hc
AUC estimator proposed by Hung and Chiang
AUC.uno
AUC estimator proposed by Uno et al.
OXS
R2-type coefficients for Cox proportional hazards models
GHCI
Gonen and Heller's Concordance Index for Cox models
IntAUC
Integration of time-dependent AUC curves