survAUC v1.0-5

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Estimators of prediction accuracy for time-to-event data.

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.

Functions in survAUC

Name Description
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.
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Date 04.09.2012
License GPL-2
Packaged 2012-09-04 11:57:44 UTC; sergejpotapov
Repository CRAN
Date/Publication 2012-09-04 14:24:45

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