• DocumentCode
    929877
  • Title

    Finite memory hypothesis testing with dependent samples (Corresp.)

  • Author

    Koplowitz, Jack

  • Volume
    25
  • Issue
    2
  • fYear
    1979
  • fDate
    3/1/1979 12:00:00 AM
  • Firstpage
    210
  • Lastpage
    213
  • Abstract
    Let x_{1}, x_{2}, \\ldots be a sequence of dependent random variables drawn from a probability measure P . Consider the hypothesis test H_{o}: P= P_{o} versus H_{1}: P= P_{1} . It is shown that for a class of discrete valued processes, including Markov processes the hypothesis test can be resolved with a three-state memory. The result is generalized to m -hypothesis tests which require m ( + 1) states.
  • Keywords
    Decision procedures; Finite-memory methods; Bismuth; Circuits and systems; Convergence; Equations; Frequency; Image analysis; Nearest neighbor searches; Notice of Violation; Pattern recognition; Testing;
  • fLanguage
    English
  • Journal_Title
    Information Theory, IEEE Transactions on
  • Publisher
    ieee
  • ISSN
    0018-9448
  • Type

    jour

  • DOI
    10.1109/TIT.1979.1056019
  • Filename
    1056019