Article
Exact Probability Distribution for the ROC Area Under Curve
2022-12-15
Abstract excerpt
<h4>Summary</h4> The Receiver Operating Characteristic (ROC) is a de facto standard for determining the accuracy of in vitro diagnostic (IVD) medical devices, and thus exactness in its probability distribution is crucial toward accurate statistical inference. We show the exact probability distribution of the ROC AUC-value, hence exact critical values and p-values are readily obtained. Because the exact calculat...
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Identifiers and source
- Literature Corpus work
- 0639a5ab-4910-5716-ba0f-d63843da4575
- DOI
- 10.1101/2022.12.13.520256