Estimation of time-dependent ROC curve and area under time dependent ROC curve (AUC) in the presence of censored data, with or without competing risks. Confidence intervals of AUCs and tests for comparing AUCs of two rival markers measured on the same subjects can be computed, using the iid-representation of the AUC estimator. Plot functions for time-dependent ROC curves and AUC curves are provided. Time-dependent Positive Predictive Values (PPV) and Negative Predictive Values (NPV) can also be computed.
|Date of publication||2015-03-25 00:27:15|
|Maintainer||Paul Blanche <email@example.com>|
|License||GPL (>= 2)|
compare: Compute tests for comparing two time-dependent AUC
confint: Confidence intervals for areas under time-dependent ROC...
Melano: Malignant melanoma data
Paquid: Paquid cohort data
plot: 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...
print: Print objects in the timeROC library
SeSpPPVNPV: Time-dependent Sensitivity (Se), Specificity (Sp), Positive...
timeROC: Time-dependent ROC curve estimation