Solution

ID: past-exam-of-the-probability-course-of-the-university-of-oxford/2023/2/c/ii/solution

Fix . Since , . Using independence of random variables and the Tonelli theorem for the positive exponential integrands gives the extended-real identity
The left side is finite and the first factor is finite and strictly positive. Consequently is finite and
The same reasoning applies to , so their moment-generating functions are finite and equal throughout . The uniqueness theorem for moment-generating functions yields
This proves uniqueness of a self-decomposition remainder while also checking the required finiteness; no independence between and is needed.

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