Solution

ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2015/iii/paper-40/4/a/solution

For , the stochastic exponential solution stays strictly positive. Put . The Itô formula gives
Thus is a nonnegative local supermartingale. To justify the true supermartingale property, stop where or its stochastic integral exceeds successive bounds. The stopped Itô formula gives for . The conditional Fatou lemma and yield
In particular . The case is the identically zero process. This is the square-root stock supermartingale.

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