• DocumentCode
    22392
  • Title

    Estimation of Pareto clutter parameters using order statistics and linear regression

  • Author

    Weinberg, Graham V.

  • Author_Institution
    Defence Sci. & Technol. Organ. (DSTO), Australia
  • Volume
    49
  • Issue
    13
  • fYear
    2013
  • fDate
    June 20 2013
  • Firstpage
    845
  • Lastpage
    846
  • Abstract
    Using a transformation of the order statistic for a series of Pareto distributed random variables, a linear regression approach is applied to estimating Pareto parameters for data sets. This method is shown to perform better than a standard maximum likelihood estimation procedure.
  • Keywords
    Pareto optimisation; radar clutter; regression analysis; Pareto clutter parameter estimation; Pareto distributed random variables; linear regression approach; maximum likelihood estimation procedure; order statistics transformation;
  • fLanguage
    English
  • Journal_Title
    Electronics Letters
  • Publisher
    iet
  • ISSN
    0013-5194
  • Type

    jour

  • DOI
    10.1049/el.2013.0916
  • Filename
    6553053
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=22392