• Title of article

    Growth rates of sample covariances of stationary symmetric α-stable processes associated with null recurrent Markov chains

  • Author/Authors

    Resnick، نويسنده , , Sidney and Samorodnitsky، نويسنده , , Gennady and Xue، نويسنده , , Fang، نويسنده ,

  • Issue Information
    روزنامه با شماره پیاپی سال 2000
  • Pages
    19
  • From page
    321
  • To page
    339
  • Abstract
    A null recurrent Markov chain is associated with a stationary mixing SαS process. The resulting process exhibits such strong dependence that its sample covariance grows at a surprising rate which is slower than one would expect based on the fatness of the marginal distribution tails. An additional feature of the process is that the sample autocorrelations converge to non-random limits.
  • Keywords
    sample covariance , ACF , Stable process , Null recurrent Markov chain , Heavy tails
  • Journal title
    Stochastic Processes and their Applications
  • Serial Year
    2000
  • Journal title
    Stochastic Processes and their Applications
  • Record number

    1576600