Biomarker assessment in ROC curve analysis using the length of the curve as an index of diagnostic accuracy: the binormal model framework
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DOI: 10.1007/s10182-020-00371-8
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- Wojtek J. Krzanowski & David J. Hand, 2011. "Testing the difference between two Kolmogorov--Smirnov values in the context of receiver operating characteristic curves," Journal of Applied Statistics, Taylor & Francis Journals, vol. 38(3), pages 437-450, October.
- Kelly Zou & W. J. Hall, 2000. "Two transformation models for estimating an ROC curve derived from continuous data," Journal of Applied Statistics, Taylor & Francis Journals, vol. 27(5), pages 621-631.
- Guogen Shan, 2015. "Improved Confidence Intervals for the Youden Index," PLOS ONE, Public Library of Science, vol. 10(7), pages 1-19, July.
- Martin W. McIntosh & Margaret Sullivan Pepe, 2002. "Combining Several Screening Tests: Optimality of the Risk Score," Biometrics, The International Biometric Society, vol. 58(3), pages 657-664, September.
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Keywords
Area under the ROC curve (AUC); Length of the ROC curve (LoC); Binormal ROC curve; Maximum of the Youden index (J); Diagnostic likelihood ratio (DLR);All these keywords.
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