• DocumentCode
    1247665
  • Title

    Bayesian confidence intervals for ROC curves

  • Author

    Parker, D.R. ; Gustafson, S.C. ; Ross, T.D.

  • Author_Institution
    Dept. of Electr. Eng.& Comput. Sci., Air Force Inst. of Technol., Wright-Patterson AFB, OH, USA
  • Volume
    41
  • Issue
    5
  • fYear
    2005
  • fDate
    3/3/2005 12:00:00 AM
  • Firstpage
    279
  • Lastpage
    280
  • Abstract
    The probability density of correct detection probability for any false alarm probability on a receiver operating characteristic (ROC) curve is obtained using Bayesian methods. Simulations demonstrate that this density provides rigorous and practical methods for obtaining ROC curve confidence intervals.
  • Keywords
    Bayes methods; probability; sensitivity analysis; signal detection; Bayesian confidence intervals; ROC curve confidence intervals; correct detection probability; false alarm probability; probability density; receiver operating characteristic curve;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el:20047523
  • Filename
    1406598
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=1247665