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survAUC (version 1.0-1)
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
1.0-1
License
GPL-2
Maintainer
Sergej Potapov
Last Published
April 11th, 2011
Functions in survAUC (1.0-1)
Search all functions
AUC.uno
AUC estimation proposed by Uno et al.
schemper
Distance-based Estimator of Survival Predictive Accuracy proposed by Schemper and Henderson
AUC.cd
AUC estimation proposed by Chambless and Diao
AUC.sh
AUC estimation proposed by Shong and Zhou
IntAUC
IntAUC
UnoC
C-statistic by Uno et al.
predErr
Distance-based Estimators of Survival Predictive Accuracy
GHCI
Gonen and Heller's Concordance Index for Cox models
AUC.hc
AUC estimation proposed by Hung and Chiang
OXS
R2-type Coefficients for Time-to-event Data