• DocumentCode
    2273545
  • Title

    Convergence of profile based estimators

  • Author

    Orlitsky, A. ; Santhanam, N. ; Viswanathan, K. ; Zhang, J.

  • Author_Institution
    Dept. of ECE, UC San Diego, La Jolla, CA
  • fYear
    2005
  • fDate
    4-9 Sept. 2005
  • Firstpage
    1843
  • Lastpage
    1847
  • Abstract
    We consider estimating distributions and their functions when the alphabet size is large compared to the amount of data observed. We establish consistency results and rates of convergence for estimators based on the data´s profile, the number of symbols appearing any given number of times, and compare them with those based on empirical-frequency
  • Keywords
    convergence; data analysis; estimation theory; formal languages; alphabet size; convergence; data profile; profile based estimators; Biosensors; Convergence; Frequency estimation; Laboratories; Mathematical model; Performance analysis; Sensor systems; Software systems;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory, 2005. ISIT 2005. Proceedings. International Symposium on
  • Conference_Location
    Adelaide, SA
  • Print_ISBN
    0-7803-9151-9
  • Type

    conf

  • DOI
    10.1109/ISIT.2005.1523664
  • Filename
    1523664
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2273545