Solution

ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2023/iii/paper-201/4/b/solution

Differentiate the conditional identity from part a. To justify doing so, fix a compact parameter interval . Every th derivative of is a polynomial in and times , and its absolute value is bounded by
This bound is integrable because a Gaussian random variable has every polynomially weighted exponential moment. Dominated differentiation of conditional expectation therefore gives
Thus every parameter derivative of the exponential Brownian martingale is itself a martingale.

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