Solution

ID: past-exam-of-the-mathematics-course-of-the-year-1-of-the-natural-sciences-course-of-the-university-of-cambridge/2008/paper-1/15/b/i/solution

The density is the symmetric sum
For small , the normal distributions are narrow and well separated, giving peaks near each nonzero integer. The largest two peaks lie near and ; those near have approximately one quarter of their height, and the envelope falls as . There is no component centered at zero, and the density there is exponentially small. The left panel shows the resulting smooth comb.
Figure 1.
Narrow separated peaks and a broad central profile after Gaussian smoothing of heavy discrete tails
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