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Application of the skew exponential power distribution to ROC curves

The bi-Normal ROC model and corresponding metrics are commonly used in medical studies to evaluate the discriminatory ability of a biomarker. However, in practice, many clinical biomarkers tend to have skewed or other non-Normal distributions. And while the bi-Normal ROC model’s AUC tends to be unbi...

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Detalles Bibliográficos
Autores principales: Attwood, Kristopher, Hou, Surui, Hutson, Alan
Formato: Online Artículo Texto
Lenguaje:English
Publicado: Taylor & Francis 2022
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10228349/
https://www.ncbi.nlm.nih.gov/pubmed/37260468
http://dx.doi.org/10.1080/02664763.2022.2037528