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Wiener Functionals as Itô Integrals

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Abstract

Let W(t, ω) be a standard Wiener process, W t W(t) ≡ W(t, ∙). A function φ(t, ω) is called nonanticipating iff for all t ^ 0, φ(t, ∙) is measurable with respect to {W s : 0 % s % t}. The Itô stochastic integral

$$f(\omega )\, \equiv \,\int {_0^1 \varphi (t,\,\omega )d_t \,W(t,\,\omega )}$$

is defined for any jointly measurable, nonanticipating φ such that for almost all \(\Omega, \int_0^1 \Phi^2(t, \Omega)dt < \infty\) (Gikhman and skorokhod (1968), Chapter 1, Section 2). It is known that it is defined for any jointly measurable, nonanticipating φ such that for almost all \(E \int_0^1 \Phi^2(t, \Phi) dt < \infty, {\rm then} Ef = 0 {\rm and} Ef^2 < \infty.\). Representation of an arbitrary measurable f as a stochastic integral was stated, but later retracted, by J.M.C. Clark (1970, 1971).

Received January 19, 1976.

This research was supported in part by National Science Foundation Grant MPS71-02972 A04.

AMS 1970 subject classifications. Primary 60H05; Secondary 60G15, 60G17, 60G40, 60J65.

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References

  1. Clark, J. M. C. (1970, 1971). The representation of functionals of Brownian motion by stochastic integrals. Ann. Math. Statist. 41 1282–1295; correction, ibid. 42 1778.

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  2. Gikhman, I. I. and Skorokhod, A. V. (1968). Stochastic Differential Eqautions. Naukova Dumka, Kiev, (in Russian); Akademie-Verlag, Berlin, 1971 (in German); Springer-Verlag, New York, 1972 (in English).

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  3. Itô, K. and McKean, H. P., Jr. (1965). Diffusion Processes and their Sample Paths. Springer-Verlag, New York.

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Dudley, R.M. (2010). Wiener Functionals as Itô Integrals. In: Giné, E., Koltchinskii, V., Norvaisa, R. (eds) Selected Works of R.M. Dudley. Selected Works in Probability and Statistics. Springer, New York, NY. https://doi.org/10.1007/978-1-4419-5821-1_27

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