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Decision Analysis for the Evaluation of Diagnostic Tests, Prediction Models, and Molecular Markers

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  • Vickers, Andrew J

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  • Vickers, Andrew J, 2008. "Decision Analysis for the Evaluation of Diagnostic Tests, Prediction Models, and Molecular Markers," The American Statistician, American Statistical Association, vol. 62(4), pages 314-320.
    • Handle: RePEc:bes:amstat:v:62:i:4:y:2008:p:314-320
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    Cited by:

    1. Todd J. Levy & Kevin Coppa & Jinxuan Cang & Douglas P. Barnaby & Marc D. Paradis & Stuart L. Cohen & Alex Makhnevich & David Klaveren & David M. Kent & Karina W. Davidson & Jamie S. Hirsch & Theodoros, 2022. "Development and validation of self-monitoring auto-updating prognostic models of survival for hospitalized COVID-19 patients," Nature Communications, Nature, vol. 13(1), pages 1-14, December.
    2. Tengyang Wang & Guanghua Liu & Hongye Lin, 2020. "A machine learning approach to predict intravenous immunoglobulin resistance in Kawasaki disease patients: A study based on a Southeast China population," PLOS ONE, Public Library of Science, vol. 15(8), pages 1-15, August.
    3. Stuart Baker & Jian-Lun Xu & Ping Hu & Peng Huang, 2014. "Vardeman, S. B. and Morris, M. D. (2013), "Majority Voting by Independent Classifiers can Increase Error Rates," The American Statistician, 67, 94-96: Comment by Baker, Xu, Hu, and Huang and," The American Statistician, Taylor & Francis Journals, vol. 68(2), pages 125-126, May.
    4. Jérôme Allyn & Cyril Ferdynus & Michel Bohrer & Cécile Dalban & Dorothée Valance & Nicolas Allou, 2016. "Simplified Acute Physiology Score II as Predictor of Mortality in Intensive Care Units: A Decision Curve Analysis," PLOS ONE, Public Library of Science, vol. 11(10), pages 1-11, October.
    5. Susan Mallett & Steve Halligan & Gary S Collins & Doug G Altman, 2014. "Exploration of Analysis Methods for Diagnostic Imaging Tests: Problems with ROC AUC and Confidence Scores in CT Colonography," PLOS ONE, Public Library of Science, vol. 9(10), pages 1-11, October.
    6. Dexin Chen & Meiting Fu & Liangjie Chi & Liyan Lin & Jiaxin Cheng & Weisong Xue & Chenyan Long & Wei Jiang & Xiaoyu Dong & Jian Sui & Dajia Lin & Jianping Lu & Shuangmu Zhuo & Side Liu & Guoxin Li & G, 2022. "Prognostic and predictive value of a pathomics signature in gastric cancer," Nature Communications, Nature, vol. 13(1), pages 1-13, December.
    7. Baker Stuart G. & Van Calster Ben & Steyerberg Ewout W., 2012. "Evaluating a New Marker for Risk Prediction Using the Test Tradeoff: An Update," The International Journal of Biostatistics, De Gruyter, vol. 8(1), pages 1-37, March.
    8. Tracey L. Marsh & Holly Janes & Margaret S. Pepe, 2020. "Statistical inference for net benefit measures in biomarker validation studies," Biometrics, The International Biometric Society, vol. 76(3), pages 843-852, September.

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