The increments have expected value . The strong law of large numbers for independent and identically distributed random variables with finite absolute mean givesHence . Since ,Its expected value nevertheless stays equal to one. Thus this martingale is not uniformly integrable, and it does not converge to zero in . This distinction will be avoided in part (ii) by stopping at an upper level, which makes the stopped process bounded.
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