Ergodic properties of stationary stable processes
We derive spectral necessary and sufficient conditions for stationary symmetric stable processes to be metrically transitive and mixing. We then consider some important classes of stationary stable processes: Sub-Gaussian stationary processes and stationary stable processes with a harmonic spectral representation are never metrically transitive, the latter in sharp contrast with the Gaussian case. Stable processes with a harmonic spectral representation satisfy a strong law of large numbers even though they are not generally stationary. For doubly stationary stable processes, sufficient conditions are derived for metric transitivity and mixing, and necessary and sufficient conditions for a strong law of large numbers.
Year of publication: |
1987
|
---|---|
Authors: | Cambanis, Stamatis ; Hardin, Clyde D. ; Weron, Aleksander |
Published in: |
Stochastic Processes and their Applications. - Elsevier, ISSN 0304-4149. - Vol. 24.1987, 1, p. 1-18
|
Publisher: |
Elsevier |
Keywords: | stable processes ergodic theory stationary processes spectral representations |
Saved in:
Saved in favorites
Similar items by person
-
On the spectral representation of symmetric stable processes
Hardin, Clyde D., (1982)
-
Sampling designs for time series
Cambanis, Stamatis, (1985)
-
Spectral density estimation for stationary stable processes
Masry, Elias, (1984)
- More ...