• DocumentCode
    3784518
  • Title

    On the minimal dimension of sufficient statistics

  • Author

    L.J. Buturovic

  • Author_Institution
    Inst. of Appl. Math. & Electron., Belgrade, Yugoslavia
  • Volume
    38
  • Issue
    1
  • fYear
    1992
  • Firstpage
    182
  • Lastpage
    186
  • Abstract
    The minimal dimension of sufficient continuous statistics for a finite family of continuous probability density functions is determined. The relation between sufficient statistics and optimal statistics in the context of pattern recognition systems is studied, and the application of the main result to the case of exponential families is discussed.
  • Keywords
    "Statistics","Sequential analysis","Pattern recognition","Spread spectrum radar","Probability density function","Bayesian methods","Bismuth","Image sequences","Signal processing","Radar detection"
  • Journal_Title
    IEEE Transactions on Information Theory
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/18.108269
  • Filename
    108269
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=3784518