Estimators of Prediction Accuracy for Time-to-Event Data


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Documentation for package ‘survAUC’ version 1.2-0

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AUC.cd AUC estimator proposed by Chambless and Diao
AUC.hc AUC estimator proposed by Hung and Chiang
AUC.sh AUC estimator proposed by Song and Zhou
AUC.uno AUC estimator proposed by Uno et al.
BeggC C-statistic by Begg et al.
GHCI Gonen and Heller's Concordance Index for Cox models
IntAUC Integration of time-dependent AUC curves
Nagelk R2-type coefficients for Cox proportional hazards models
OXS R2-type coefficients for Cox proportional hazards models
plot.survAUC Plot method for survAUC and survErr Objects
plot.survErr Plot method for survAUC and survErr Objects
predErr Distance-based estimators of survival predictive accuracy
schemper Distance-based estimator of survival predictive accuracy proposed by Schemper and Henderson
sens.sh AUC estimator proposed by Song and Zhou
sens.uno AUC estimator proposed by Uno et al.
spec.sh AUC estimator proposed by Song and Zhou
spec.uno AUC estimator proposed by Uno et al.
UnoC C-statistic by Uno et al.
XO R2-type coefficients for Cox proportional hazards models