• DocumentCode
    539091
  • Title

    Revision of marginal probability assessments

  • Author

    Jones, P. ; Mitter, S. ; Saligrama, V.

  • Author_Institution
    EECS Dept, Massachusetts Inst. of Technol., Cambridge, MA, USA
  • fYear
    2010
  • fDate
    26-29 July 2010
  • Firstpage
    1
  • Lastpage
    8
  • Abstract
    Sets of experts are frequently called upon to assess the occurrance probability of uncertain events. Often, the events being assessed are structurally interrelated, levying constraints on the assessements. However, expert panels frequently violate those constraints, resulting in internally inconsistent probability assessments. Based on a formulation of coherence due to de Finetti, we investigate methods for optimally modifying expert assessments to match structural constraints on the joint probability distribution over the set of events.
  • Keywords
    statistical distributions; expert assessments; joint probability distribution; marginal probability assessment; occurrence probability; Approximation methods; Coherence; Cost function; Joints; Matrix decomposition; Random variables; Probability theory; coherence; distributed probability assessment;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Fusion (FUSION), 2010 13th Conference on
  • Conference_Location
    Edinburgh
  • Print_ISBN
    978-0-9824438-1-1
  • Type

    conf

  • DOI
    10.1109/ICIF.2010.5711875
  • Filename
    5711875