For an integrable discrete-time martingale, stop at the first time . For any deterministic , conditioning the terminal value on each event gives . Monotone convergence theorem therefore proves the displayed overshoot bound. The maximum of the stopped martingale is at most , an integrable variable. This permits a convergence proof without assuming bounded overshoots.
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