Package: auctestr 1.0.0
auctestr: Statistical Testing for AUC Data
Performs statistical testing to compare predictive models based on multiple observations of the A' statistic (also known as Area Under the Receiver Operating Characteristic Curve, or AUC). Specifically, it implements a testing method based on the equivalence between the A' statistic and the Wilcoxon statistic. For more information, see Hanley and McNeil (1982) <doi:10.1148/radiology.143.1.7063747>.
Authors:
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auctestr.pdf |auctestr.html✨
auctestr/json (API)
NEWS
| # Install 'auctestr' in R: |
| install.packages('auctestr', repos = c('https://jpgard.r-universe.dev', 'https://cloud.r-project.org')) |
Bug tracker:https://github.com/jpgard/auctestr/issues
- sample_experiment_data - Performance of several predictive models over three different datasets, using multiple cutoff points for time within each dataset.
Last updated 7 years agofrom:42fff7b74f. Checks:OK: 1 NOTE: 6. Indexed: yes.
| Target | Result | Date |
|---|---|---|
| Doc / Vignettes | OK | Nov 05 2024 |
| R-4.5-win | NOTE | Nov 05 2024 |
| R-4.5-linux | NOTE | Nov 05 2024 |
| R-4.4-win | NOTE | Nov 05 2024 |
| R-4.4-mac | NOTE | Nov 05 2024 |
| R-4.3-win | NOTE | Nov 05 2024 |
| R-4.3-mac | NOTE | Nov 05 2024 |
Exports:auc_comparefbh_testse_aucstouffer_z
Dependencies:clicpp11dplyrfansigenericsgluelifecyclemagrittrpillarpkgconfigpurrrR6rlangstringistringrtibbletidyrtidyselectutf8vctrswithr
