Solution

ID: past-exam-of-the-random-matrix-theory-course-of-the-university-of-oxford/2025/3/b/ii/solution

Here . For , and . Since standard Brownian motion has quadratic variation , Itô's formula gives
Therefore
The squared diffusion coefficient is . Its sign depends on : one cannot replace by the nonnegative square root while retaining the same driving Brownian motion.

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