For a martingale and a stopping time , expand the stopped value using its martingale differences:The event belongs to the filtration . Each summand is integrable and its conditional expectation given is zero. Taking expectations of this finite sum therefore proves for every bounded stopping time. This proves the forward direction of the bounded-stopping-time characterization of a martingale without assuming an optional stopping theorem.
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