• DocumentCode
    2385849
  • Title

    Asymptotics of the Bayesian estimator of hidden Markov models

  • Author

    Mevel, Laurent ; Finesso, Lorenzo

  • Author_Institution
    IRISA/INRIA, Rennes, France
  • fYear
    2000
  • fDate
    2000
  • Firstpage
    111
  • Abstract
    We study the asymptotic behavior of the Bayesian estimator of the parameters of a hidden Markov model (HMM) with continuous or finite observations and finite state space
  • Keywords
    Bayes methods; hidden Markov models; parameter estimation; Bayesian estimator; HMM; asymptotic behavior; finite observations; finite state space; hidden Markov models; optimal mean square estimator; probability; statistical model; Bayesian methods; Convergence; Electronic mail; Hidden Markov models; Maximum likelihood estimation; Parameter estimation; Probability distribution; Q measurement; State estimation; State-space methods;
  • fLanguage
    English
  • Publisher
    ieee
  • Conference_Titel
    Information Theory, 2000. Proceedings. IEEE International Symposium on
  • Conference_Location
    Sorrento
  • Print_ISBN
    0-7803-5857-0
  • Type

    conf

  • DOI
    10.1109/ISIT.2000.866401
  • Filename
    866401
    • Link To Document
    https://search.isc.ac/dl/search/defaultta.aspx?DTC=49&DC=2385849