Solution

ID: past-exam-of-the-year-1-of-the-computer-science-course-of-the-university-of-oxford/2015/discrete-mathematics-continuous-mathematics-and-probability/7/c/ii/solution

Each has the same probability distribution as . By independence, the entire vector and its negative have the same joint law, so has a symmetric distribution about zero. The two disjoint tail events consequently have equal probabilities:
Apply Chebyshev's inequality with the mean and variance from (i):
Using only containment in the two-sided event would give ; the symmetry supplies the necessary extra factor .

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