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
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