• DocumentCode
    2462192
  • Title

    Impact of statistical mismatch on both universal classifiers and likelihood ratio tests

  • Author

    Warke, Nirmal C. ; Orsak, Geoffrey C.

  • Author_Institution
    DEPS R&D Center, Texas Instrum. Inc., Dallas, TX, USA
  • fYear
    1998
  • fDate
    16-21 Aug 1998
  • Firstpage
    140
  • Abstract
    In this work we demonstrate the robustness of the universal classifier proposed by Ziv and Gutman (with the LRT being a special case) to general source and model order mismatch
  • Keywords
    data compression; information theory; statistical analysis; asymptotic optimality; likelihood ratio tests; model order mismatch; source classification; statistical mismatch; universal classifiers; Digital signal processing; Error analysis; Instruments; Light rail systems; Performance loss; Probability; Research and development; Statistical analysis; Testing; Training data;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory, 1998. Proceedings. 1998 IEEE International Symposium on
  • Conference_Location
    Cambridge, MA
  • Print_ISBN
    0-7803-5000-6
  • Type

    conf

  • DOI
    10.1109/ISIT.1998.708732
  • Filename
    708732
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2462192