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Semi-additive functionals and cocycles in the context of self-similarity

Vladas PipirasMurad S. Taqqu — 2010

Discussiones Mathematicae Probability and Statistics

Kernel functions of stable, self-similar mixed moving averages are known to be related to nonsingular flows. We identify and examine here a new functional occuring in this relation and study its properties. To prove its existence, we develop a general result about semi-additive functionals related to cocycles. The functional we identify, is helpful when solving for the kernel function generated by a flow. Its presence also sheds light on the previous results on the subject.

Identification of periodic and cyclic fractional stable motions

Vladas PipirasMurad S. Taqqu — 2008

Annales de l'I.H.P. Probabilités et statistiques

We consider an important subclass of self-similar, non-gaussian stable processes with stationary increments known as self-similar stable mixed moving averages. As previously shown by the authors, following the seminal approach of Jan Rosiński, these processes can be related to nonsingular flows through their minimal representations. Different types of flows give rise to different classes of self-similar mixed moving averages, and to corresponding general decompositions of these processes. Self-similar...

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