Solution

ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2005/iii/paper-38/2/b/solution

For a stopping time , optional sampling for gives , hence
This is justified by truncation and the Cauchy-Schwarz inequality, as in solution. If is a martingale, bounded optional sampling gives , proving the required condition.
Conversely suppose the required condition holds. Every bounded stopping time lies below some deterministic , so the displayed identity gives . The product is continuous and adapted, and its stopped values are integrable: the Doob L2 maximal inequality bounds the product of the two path suprema in by the Cauchy-Schwarz inequality. The characterization of a martingale by bounded continuous-time stopped expectations therefore makes a martingale. Thus orthogonality is equivalent to the backward-stopping expectation test. In contrast to weakly orthogonal continuous martingales, this tests the product at random times, not only deterministic times.

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