The Representation of Functionals of Brownian Motion by Stochastic Integrals

  • Clark J
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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 σ-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.

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APA

Clark, J. M. C. (1970). The Representation of Functionals of Brownian Motion by Stochastic Integrals. The Annals of Mathematical Statistics, 41(4), 1282–1295. https://doi.org/10.1214/aoms/1177696903

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