Solution

ID: past-exam-of-the-probability-course-of-the-university-of-oxford/2014/2/e/solution

By part (c) with , let for independent and identically distributed exponential random variables. The requested integral is . Each summand has expectation one and variance one, so the central limit theorem gives
Zero is a continuity point of the standard normal distribution, and consequently

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