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. See Blanche et al. (2013) doi:10.1002/sim.5958 and references therein for the details of the methods implemented in the package.
- Version0.4
- R versionunknown
- LicenseGPL-2
- LicenseGPL-3
- Needs compilation?No
- timeROC citation info
- Last release12/18/2019
Documentation
Team
Paul Blanche
Insights
Last 30 days
This package has been downloaded 3,408 times in the last 30 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 116 times.
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Last 365 days
This package has been downloaded 32,852 times in the last 365 days. That's enough downloads to make it mildly famous in niche technical communities. A badge of honor! The day with the most downloads was Jul 09, 2024 with 219 downloads.
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Dependencies
- Imports2 packages
- Suggests2 packages
- Reverse Imports5 packages