Solution

ID: past-exam-of-the-probability-statistics-and-options-ii-course-of-the-university-of-oxford/2010/m/m4/a/ii/solution

Integrate the joint density in . Symmetry gives , so the integrand is even. Hence
Tonelli's theorem justifies marginalization for these nonnegative densities.

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