• DocumentCode
    1297000
  • Title

    Probability assignment to systematic deviations by the Principle of Maximum Entropy

  • Author

    Woeger, Wolfgang

  • Author_Institution
    Physikalisch-Technische Bundesanstalt, D-3300 Braunschweig, Germany
  • Issue
    2
  • fYear
    1987
  • fDate
    6/1/1987 12:00:00 AM
  • Firstpage
    655
  • Lastpage
    658
  • Abstract
    Systematic deviations influence the measurement uncertainty, which describes the state of knowledge about the true value of a measured quantity. As an interval estimation, the measurement uncertainty should always be given in terms of a probability statement. To establish it, a probability assignment for the systematic deviation is needed. Where an estimate of this location parameter is not part of the experimental data, we apply the Principle of Maximum Entropy (PME), which yields unique, impersonal, and unbiased assignments based on nonstatistical information. As will be shown, the results are reasonable. The final measurement uncertainty, which is constructed to make use of both the experimental data and other prior knowledge, will correctly represent the state of knowledge with regard to the true value.
  • Keywords
    Entropy; Equations; Measurement uncertainty; Proposals; Standards; Systematics; Uncertainty;
  • fLanguage
    English
  • Journal_Title
    Instrumentation and Measurement, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9456
  • Type

    jour

  • DOI
    10.1109/TIM.1987.6312762
  • Filename
    6312762