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Stochastic Integration in Abstract Spaces

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  • J. K. Brooks
  • J. T. Kozinski

Abstract

We establish the existence of a stochastic integral in a nuclear space setting as follows. Let ð ¸ , ð ¹ , and ð º be nuclear spaces which satisfy the following conditions: the spaces are reflexive, complete, bornological spaces such that their strong duals also satisfy these conditions. Assume that there is a continuous bilinear mapping of ð ¸ Ã— ð ¹ into ð º . If ð » is an integrable, ð ¸ -valued predictable process and ð ‘‹ is an ð ¹ -valued square integrable martingale, then there exists a ð º -valued process ( ∫ ð » ð ‘‘ ð ‘‹ ) ð ‘¡ called the stochastic integral. The Lebesgue space of these integrable processes is studied and convergence theorems are given. Extensions to general locally convex spaces are presented.

Suggested Citation

  • J. K. Brooks & J. T. Kozinski, 2010. "Stochastic Integration in Abstract Spaces," International Journal of Stochastic Analysis, Hindawi, vol. 2010, pages 1-7, August.
  • Handle: RePEc:hin:jnijsa:217372
    DOI: 10.1155/2010/217372
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