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
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
Journal title :
Stochastic Processes and their Applications