timeROC

Time-Dependent ROC Curve and AUC for Censored Survival Data

CRAN Package

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.


Documentation


Team


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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0 downloadsFeb 9, 2025
0 downloadsFeb 10, 2025
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75 downloadsFeb 15, 2025
108 downloadsFeb 16, 2025
115 downloadsFeb 17, 2025
133 downloadsFeb 18, 2025
162 downloadsFeb 19, 2025
170 downloadsFeb 20, 2025
107 downloadsFeb 21, 2025
71 downloadsFeb 22, 2025
101 downloadsFeb 23, 2025
131 downloadsFeb 24, 2025
128 downloadsFeb 25, 2025
119 downloadsFeb 26, 2025
127 downloadsFeb 27, 2025
92 downloadsFeb 28, 2025
72 downloadsMar 1, 2025
93 downloadsMar 2, 2025
110 downloadsMar 3, 2025
88 downloadsMar 4, 2025
112 downloadsMar 5, 2025
106 downloadsMar 6, 2025
96 downloadsMar 7, 2025
94 downloadsMar 8, 2025
75 downloadsMar 9, 2025
161 downloadsMar 10, 2025
127 downloadsMar 11, 2025
138 downloadsMar 12, 2025
116 downloadsMar 13, 2025
111 downloadsMar 14, 2025
154 downloadsMar 15, 2025
116 downloadsMar 16, 2025
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The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

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.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


Binaries


Dependencies

  • Imports2 packages
  • Suggests2 packages
  • Reverse Imports5 packages