Solution

ID: past-exam-of-the-probability-statistics-and-options-i-course-of-the-university-of-oxford/2009/m/1/b/solution

The joint density of is for positive . Inverting the transformation gives , , with absolute Jacobian determinant and domain , . The change of variables for probability densities gives
The joint density factors into the gamma density of and the uniform density of on , so these two transformed variables are independent.

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