Solution

ID: past-exam-of-the-mathematics-course-of-the-university-of-oxford/2023/prelims/mathematics-iii/8/a/i/solution

For known , maximizing the normal likelihood over is equivalent to minimizing . The identity
shows that the unique minimum occurs at . Equivalently, the log-likelihood has second derivative .

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