Solution

ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2013/iii/paper-34/1/b/solution

Multiplying the likelihood function by the Pareto distribution prior gives
The integral of this kernel is , so the normalized posterior distribution is
Thus it is . This proves uniform-Pareto conjugacy: applying Bayes theorem preserves the family of prior distributions.

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