R: Estimators of Prediction Accuracy for Time-to-Event Data

# Estimators of Prediction Accuracy for Time-to-Event Data

## Documentation for package ‘survAUC’ version 1.4-0

- DESCRIPTION file
- Package NEWS
- Package README

## Help Pages

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
plot_survAUC_survErr | Plot method for survAUC and survErr Objects
predErr | Distance-based estimators of survival predictive accuracy
R2_type_Coef | R2-type Coefficients for Cox proportional hazards models
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.
survAUC_ChamDiao | AUC estimator proposed by Chambless and Diao
survAUC_HungChiang | AUC estimator proposed by Hung and Chiang
survAUC_SongZhou | AUC estimator proposed by Song and Zhou
survAUC_Uno | AUC estimator proposed by Uno et al.
UnoC | C-statistic by Uno et al.
XO | R2-type Coefficients for Cox proportional hazards models