• DocumentCode
    2985448
  • Title

    Histogram-based estimation for the divergence revisited

  • Author

    Silva, Jorge ; Narayanan, Shrikanth S.

  • Author_Institution
    Dept. of Electr. Eng., Univ. of Southern California, Los Angeles, CA, USA
  • fYear
    2009
  • fDate
    June 28 2009-July 3 2009
  • Firstpage
    468
  • Lastpage
    472
  • Abstract
    This work revisits and extends the problem of consistent divergence estimation using data-dependent partitions. For distributions defined on (¿d, B(¿d)), the main result characterizes sufficient conditions on a data-dependent partition scheme to get a strongly consistent histogram-based estimate of the divergence.
  • Keywords
    estimation theory; consistent divergence estimation; data-dependent partition scheme; histogram-based estimation; Argon; Entropy; H infinity control; Particle measurements; Probability; Q measurement; Sufficient conditions;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory, 2009. ISIT 2009. IEEE International Symposium on
  • Conference_Location
    Seoul
  • Print_ISBN
    978-1-4244-4312-3
  • Electronic_ISBN
    978-1-4244-4313-0
  • Type

    conf

  • DOI
    10.1109/ISIT.2009.5205713
  • Filename
    5205713
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2985448