Solution

ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2012/iii/paper-33/4/b/solution

The moment-generating function of a normal distribution gives
Independence of from implies
Every exponential here is integrable. Thus the process is a martingale exactly when . Its two roots are and , and the unique positive root is
The resulting exponential martingale of a random walk is nonnegative and has expectation at every finite time.

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