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survAUC (version 1.0-4)
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
5,319
Version
1.0-4
License
GPL-2
Maintainer
Sergej Potapov
Last Published
December 22nd, 2011
Functions in survAUC (1.0-4)
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UnoC
C-statistic by Uno et al.
AUC.sh
AUC estimator proposed by Song and Zhou
schemper
Distance-based estimator of survival predictive accuracy proposed by Schemper and Henderson
BeggC
C-statistic by Begg et al.
AUC.hc
AUC estimator proposed by Hung and Chiang
AUC.cd
AUC estimator proposed by Chambless and Diao
GHCI
Gonen and Heller's Concordance Index for Cox models
plot.survAUC
Plot method for survAUC and survErr Objects
OXS
R2-type coefficients for Cox proportional hazards models
IntAUC
Integration of time-dependent AUC curves
AUC.uno
AUC estimator proposed by Uno et al.
predErr
Distance-based estimators of survival predictive accuracy