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Statistical Approaches to the Analysis of Receiver Operating Characteristic (ROC) Curves

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  • Barbara J. McNeil
  • James A. Hanley

Abstract

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Suggested Citation

  • Barbara J. McNeil & James A. Hanley, 1984. "Statistical Approaches to the Analysis of Receiver Operating Characteristic (ROC) Curves," Medical Decision Making, , vol. 4(2), pages 137-150, June.
  • Handle: RePEc:sae:medema:v:4:y:1984:i:2:p:137-150
    DOI: 10.1177/0272989X8400400203
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    Cited by:

    1. George Laking & Joanne Lord & Alastair Fischer, 2006. "The economics of diagnosis," Health Economics, John Wiley & Sons, Ltd., vol. 15(10), pages 1109-1120, October.
    2. Rennie, Nicola & Cleophas, Catherine & Sykulski, Adam M. & Dost, Florian, 2021. "Identifying and responding to outlier demand in revenue management," European Journal of Operational Research, Elsevier, vol. 293(3), pages 1015-1030.
    3. Juana-María Vivo & Manuel Franco & Donatella Vicari, 2018. "Rethinking an ROC partial area index for evaluating the classification performance at a high specificity range," Advances in Data Analysis and Classification, Springer;German Classification Society - Gesellschaft für Klassifikation (GfKl);Japanese Classification Society (JCS);Classification and Data Analysis Group of the Italian Statistical Society (CLADAG);International Federation of Classification Societies (IFCS), vol. 12(3), pages 683-704, September.
    4. Leelambar Singh & Subbarayan Saravanan & J. Jacinth Jennifer & D. Abijith, 2021. "Application of multi-influence factor (MIF) technique for the identification of suitable sites for urban settlement in Tiruchirappalli City, Tamil Nadu, India," Asia-Pacific Journal of Regional Science, Springer, vol. 5(3), pages 797-823, October.
    5. Manuel Franco & Juana-María Vivo, 2021. "Evaluating the Performances of Biomarkers over a Restricted Domain of High Sensitivity," Mathematics, MDPI, vol. 9(21), pages 1-20, November.
    6. J Mauricio Calvo-Calle & Iwona Strug & Maria-Dorothea Nastke & Stephen P Baker & Lawrence J Stern, 2007. "Human CD4+ T Cell Epitopes from Vaccinia Virus Induced by Vaccination or Infection," PLOS Pathogens, Public Library of Science, vol. 3(10), pages 1-19, October.
    7. George A. Diamond, 1987. "ROC Steady," Medical Decision Making, , vol. 7(4), pages 238-243, December.
    8. James A. Hanley, 1988. "The Robustness of the "Binormal" Assumptions Used in Fitting ROC Curves," Medical Decision Making, , vol. 8(3), pages 197-203, August.
    9. Cohen, Jacqueline & Garman, Samuel & Gorr, Wilpen, 2009. "Empirical calibration of time series monitoring methods using receiver operating characteristic curves," International Journal of Forecasting, Elsevier, vol. 25(3), pages 484-497, July.
    10. Roy M. Poses & Randall D. Cebul & Robert M. Centor, 1988. "Eualuating Physicians' Probabilistic Judgments," Medical Decision Making, , vol. 8(4), pages 233-240, December.
    11. Rémi Baroso & Pauline Sellier & Federica Defendi & Delphine Charignon & Arije Ghannam & Mohammed Habib & Christian Drouet & Bertrand Favier, 2016. "Kininogen Cleavage Assay: Diagnostic Assistance for Kinin-Mediated Angioedema Conditions," PLOS ONE, Public Library of Science, vol. 11(9), pages 1-16, September.
    12. Paola Berchialla & Silvia Snidero & Alexandru Stancu & Cecilia Scarinzi & Roberto Corradetti & Dario Gregori & the ESFBI Study Group, 2007. "Predicting Severity of Foreign Body Injuries in Children in Upper Airways: An Approach Based on Regression Trees," Risk Analysis, John Wiley & Sons, vol. 27(5), pages 1255-1263, October.
    13. Robert J. Panzer & Anthony L. Suchman & Paul F. Griner, 1987. "Workup Bias in Prediction Research," Medical Decision Making, , vol. 7(2), pages 115-119, June.
    14. Xiangjin Shen & Shiliang Li & Hiroki Tsurumi, 2013. "Comparison of Parametric and Semi-Parametric Binary Response Models," Departmental Working Papers 201308, Rutgers University, Department of Economics.
    15. K. Drakopoulos & R. S. Randhawa, 2021. "Why Perfect Tests May Not Be Worth Waiting For: Information as a Commodity," Management Science, INFORMS, vol. 67(11), pages 6678-6693, November.
    16. Mikhail G Dozmorov & Joel M Guthridge & Robert E Hurst & Igor M Dozmorov, 2010. "A Comprehensive and Universal Method for Assessing the Performance of Differential Gene Expression Analyses," PLOS ONE, Public Library of Science, vol. 5(9), pages 1-11, September.
    17. Xiangjin Shen & Iskander Karibzhanov & Hiroki Tsurumi & Shiliang Li, 2022. "Comparison of Bayesian and Sample Theory Parametric and Semiparametric Binary Response Models," Staff Working Papers 22-31, Bank of Canada.
    18. Bing Li & Constantine Gatsonis & Issa J. Dahabreh & Jon A. Steingrimsson, 2023. "Estimating the area under the ROC curve when transporting a prediction model to a target population," Biometrics, The International Biometric Society, vol. 79(3), pages 2382-2393, September.

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