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survAUC (version 1.1-1)
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.
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Install
install.packages('survAUC')
Monthly Downloads
1,828
Version
1.1-1
License
GPL-2
Maintainer
Frederic Bertrand
Last Published
May 20th, 2022
Functions in survAUC (1.1-1)
Search all functions
GHCI
Gonen and Heller's Concordance Index for Cox models
AUC.uno
AUC estimator proposed by Uno et al.
AUC.sh
AUC estimator proposed by Song and Zhou
BeggC
C-statistic by Begg et al.
AUC.hc
AUC estimator proposed by Hung and Chiang
predErr
Distance-based estimators of survival predictive accuracy
OXS
R2-type coefficients for Cox proportional hazards models
schemper
Distance-based estimator of survival predictive accuracy proposed by Schemper and Henderson
AUC.cd
AUC estimator proposed by Chambless and Diao
IntAUC
Integration of time-dependent AUC curves
UnoC
C-statistic by Uno et al.
plot.survAUC
Plot method for survAUC and survErr Objects