Solution

ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2010/iii/paper-28/1/a/solution

Assume , so the ratio defining is meaningful. Extend the random walk by , the filtration by a trivial , and the process by . Write . Each is -measurable and integrable, since . The next increment is independent of , so
Therefore . This is the exponential martingale of a biased simple random walk, with exponent . At , it is the constant process one. The endpoint cases or require separate definitions and are not covered by the printed ratio.

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