The Representation of Functionals of Brownian Motion by Stochastic Integrals
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In this paper, it was shown that any finite functional of Brownian motion can be represented as a stochastic integral, where the integrand has the form of conditional expectations of the differential.Abstract:
It is known that any functional of Brownian motion with finite second moment can be expressed as the sum of a constant and an Ito stochastic integral. It is also known that homogeneous additive functionals of Brownian motion with finite expectations have a similar representation. This paper extends these results in several ways. It is shown that any finite functional of Brownian motion can be represented as a stochastic integral. This representation is not unique, but if the functional has a finite expectation it does have a unique representation as a constant plus a stochastic integral in which the process of indefinite integrals is a martingale. A corollary of this result is that any martingale (on a closed interval) that is measurable with respect to the increasing family of $\sigma$-fields generated by a Brownian motion is equal to a constant plus an indefinite stochastic integral. Sufficiently well-behaved Frechet-differentiable functionals have an explicit representation as a stochastic integral in which the integrand has the form of conditional expectations of the differential.read more
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References
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R. H. Cameron,W. T. Martin +1 more
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TL;DR: Theory of real and time continuous martingales has been developed recently by P. Meyer as discussed by the authors, who showed that there exists an increasing process "X" such that the number of martingale instances is increasing with time.