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survAUC (version 1.0-5)
Estimators of prediction accuracy for time-to-event data.
Description
The package 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
2,188
Version
1.0-5
License
GPL-2
Maintainer
Sergej Potapov
Last Published
September 4th, 2012
Functions in survAUC (1.0-5)
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OXS
R2-type coefficients for Cox proportional hazards models
AUC.hc
AUC estimator proposed by Hung and Chiang
GHCI
Gonen and Heller's Concordance Index for Cox models
predErr
Distance-based estimators of survival predictive accuracy
IntAUC
Integration of time-dependent AUC curves
plot.survAUC
Plot method for survAUC and survErr Objects
UnoC
C-statistic by Uno et al.
BeggC
C-statistic by Begg et al.
schemper
Distance-based estimator of survival predictive accuracy proposed by Schemper and Henderson
AUC.cd
AUC estimator proposed by Chambless and Diao
AUC.sh
AUC estimator proposed by Song and Zhou
AUC.uno
AUC estimator proposed by Uno et al.