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Square-integrable Brownian terminal variables have Ito representations
Statement
Assume the Axiom of Choice. Let be a standard Brownian motion with usual augmented natural filtration Natural and usual augmented Brownian filtrations, fix , and let . Then there is a predictable process on with such that and is unique up to -null sets. Moreover the conditional-expectation martingale agrees, up to indistinguishability on , with the continuous process .
Facts & Assumptions
Given: AC, a standard Brownian motion with usual augmented filtration , a horizon , and .
Representation theorem, clause. For every there is a predictable with finite energy on such that almost surely; the conditional-expectation martingale agrees up to indistinguishability with , and is unique modulo -null sets. Brownian-filtration martingale representation
Isometry and martingale property. For finite-energy predictable the integral has mean zero and norm squared , and the process has a continuous version that is a martingale; if two finite-energy integrands have integrals with the same terminal value almost surely, their difference has zero norm. Ito isometry and linearity in predictable L2 The Ito integral process has a continuous martingale version Ito integral for square-integrable predictable processes Locally square-integrable predictable Brownian integrands
Conditional expectation. is the unique a.s. class with for all , and the tower property identifies as an a.s. class. Conditional expectation as an ae class Tower property of conditional expectation Continuous-time adapted processes and martingales
AC bookkeeping. Choice is an ambient assumption, not a source of Brownian or conditional-expectation data. It is declared because the representation theorem [F1], the Ito construction and martingale interfaces [F2], and the conditional-expectation interfaces [F3] are themselves stated under AC. The Axiom of Choice
Proof
Existence: [F1] applied to the given supplies a predictable finite-energy with almost surely, and the same clause identifies the conditional-expectation martingale with the continuous integral process up to indistinguishability.
Uniqueness: if and both represent , then almost surely, so by the isometry of [F2] , which is exactly -almost everywhere.
Endpoint and degenerate cases: for constant, and the representation reads ; for the tower property [F3] supplies the conditional-expectation interpretation used in the last sentence of the statement; the uniqueness is modulo -null sets, so two integrands differing on a -null set of times or on a -null set of paths are the same element of ; and AC is inherited through each of [F1]--[F3], as recorded in [F4].
Source notes
Van der Vaart, Theorem 6.6, obtains this terminal form as the first stage of the martingale representation theorem; here the corollary is read off directly from that clause, with uniqueness supplied by the Ito isometry.
Depends on
- Brownian-filtration martingale representation
- Natural and usual augmented Brownian filtrations
- Brownian motion
- Ito isometry and linearity in predictable L2
- Locally square-integrable predictable Brownian integrands
- Ito integral for square-integrable predictable processes
- Localized Ito integral
- The Ito integral process has a continuous martingale version
- Conditional expectation as an ae class
- Tower property of conditional expectation
- Continuous-time adapted processes and martingales
- Process law, modification, and indistinguishability
- The Axiom of Choice
- AC supplies countable selections and prescribed serial paths
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Sources
- Aad van der Vaart, Martingales, Diffusions and Financial Mathematics (preliminary notes), Theorem 6.6 (standard reference, not scraped)