A global goodness-of-fit test for receiver operating characteristic curve analysis via the bootstrap method

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A global goodness-of-fit test for receiver operating characteristic curve analysis via the bootstrap method

OBJECTIVE Medical classification accuracy studies often yield continuous data based on predictive models for treatment outcomes. A popular method for evaluating the performance of diagnostic tests is the receiver operating characteristic (ROC) curve analysis. The main objective was to develop a global statistical hypothesis test for assessing the goodness-of-fit (GOF) for parametric ROC curves ...

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ژورنال

عنوان ژورنال: Journal of Biomedical Informatics

سال: 2005

ISSN: 1532-0464

DOI: 10.1016/j.jbi.2005.02.004