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On stochastic integral representation of stable processes with sample paths in Banach spaces
Authors:Jan Rosinski
Affiliation:University of North Carolina USA
Abstract:
Certain path properties of a symmetric α-stable process X(t) = ∫Sh(t, s) dM(s), t T, are studied in terms of the kernel h. The existence of an appropriate modification of the kernel h enables one to use results from stable measures on Banach spaces in studying X. Bounds for the moments of the norm of sample paths of X are obtained. This yields definite bounds for the moments of a double α-stable integral. Also, necessary and sufficient conditions for the absolute continuity of sample paths of X are given. Along with the above stochastic integral representation of stable processes, the representation of stable random vectors due to[13], Ann. Probab.9, 624–632) is extensively used and the relationship between these two representations is discussed.
Keywords:stable process   stochastic integral   stable measures on Banach spaces
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