Solution

ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2024/iii/paper-202/3/a/i/solution

Fix . Since is a martingale,
Every finite vector consisting of and past values has a multivariate normal distribution. Therefore uncorrelated jointly normal variables are independent, so the increment is independent of every finite vector of past values. A Monotone class theorem then extends this to independence from . This is the independent increments of a Gaussian martingale.

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