timeROC: Time-dependent ROC curve and AUC for censored survival data
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.
| Version: |
0.2 |
| Depends: |
R (≥ 1.9.1), pec (≥ 2.2.2), mvtnorm, timereg |
| Published: |
2013-05-27 |
| Author: |
Paul Blanche |
| Maintainer: |
Paul Blanche <Paul.Blanche at isped.u-bordeaux2.fr> |
| License: |
GPL-2 | GPL-3 [expanded from: GPL (≥ 2)] |
| NeedsCompilation: |
no |
| Materials: |
NEWS |
| In views: |
Survival |
| CRAN checks: |
timeROC results |
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