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survAUC (version 1.0-3)
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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Version
1.2-0
1.1-1
1.1-0
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1.0-3
1.0-2
1.0-1
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Install
install.packages('survAUC')
Monthly Downloads
1,798
Version
1.0-3
License
GPL-2
Maintainer
Sergej Potapov
Last Published
December 1st, 2011
Functions in survAUC (1.0-3)
Search functions
AUC.cd
AUC estimator proposed by Chambless and Diao
predErr
Distance-based estimators of survival predictive accuracy
IntAUC
Integration of time-dependent AUC curves
plot.survAUC
Plot method for survAUC and survErr Objects
schemper
Distance-based estimator of survival predictive accuracy proposed by Schemper and Henderson
AUC.uno
AUC estimator proposed by Uno et al.
GHCI
Gonen and Heller's Concordance Index for Cox models
OXS
R2-type coefficients for Cox proportional hazards models
UnoC
C-statistic by Uno et al.
AUC.sh
AUC estimator proposed by Song and Zhou
AUC.hc
AUC estimator proposed by Hung and Chiang