Time-Dependent ROC Curve and AUC for Censored Survival Data


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Documentation for package ‘timeROC’ version 0.4

Help Pages

compare Compute tests for comparing two time-dependent AUC
confint.ipcwcompetingrisksROC Confidence intervals for areas under time-dependent ROC curves
confint.ipcwsurvivalROC Confidence intervals for areas under time-dependent ROC curves
Melano Malignant melanoma data
Paquid Paquid cohort data
plot.ipcwcompetingrisksROC Plot function for time-dependent ROC curve
plot.ipcwsurvivalROC Plot function for time-dependent ROC curve
plotAUCcurve Plot time-dependent AUC curve
plotAUCcurveDiff Plot the curve of the difference of two time-dependent AUCs over time
print.ipcwcompetingrisksROC Print objects in the timeROC library
print.ipcwcompetingrisksSeSpPPVNPV Print objects in the timeROC library
print.ipcwsurvivalROC Print objects in the timeROC library
print.ipcwsurvivalSeSpPPVNPV Print objects in the timeROC library
SeSpPPVNPV Time-dependent Sensitivity (Se), Specificity (Sp), Positive Predictive Value (PPV) and Negative Predictive Value (NPV) estimation
timeROC Time-dependent ROC curve estimation