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Evaluation of Risk Prediction with Hierarchical Data: Dependency Adjusted Confidence Intervals for the AUC

The area under the true ROC curve (AUC) is routinely used to determine how strongly a given model discriminates between the levels of a binary outcome. Standard inference with the AUC requires that outcomes be independent of each other. To overcome this limitation, a method was developed for the est...

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Detalles Bibliográficos
Autores principales: Bay, Camden, Glynn, Robert J, Seddon, Johanna M, Lee, Mei-Ling Ting, Rosner, Bernard
Formato: Online Artículo Texto
Lenguaje:English
Publicado: 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10621602/
https://www.ncbi.nlm.nih.gov/pubmed/37920864
http://dx.doi.org/10.3390/stats6020034