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Nonparametric predictive inference with parametric copulas for combining bivariate diagnostic tests

Nonparametric predictive inference with parametric copulas for combining bivariate diagnostic tests

Measuring the accuracy of diagnostic tests is crucial in many application areas including medicine, machine learning and credit scoring. The receiver operating characteristic (ROC) curve is a useful tool to assess the ability of a diagnostic test to discriminate among two classes or groups. In practice, multiple diagnostic tests or …