No quadratic variation argument is needed. For deterministic , the martingale property and square integrability giveConsequentlyApply this identity separately to each consecutive grid increment. The second moments telescope, givingThis uniform bound follows directly from martingale-difference orthogonality, including the final interval specified by the ceiling.
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