Solution

ID: past-exam-of-the-mathematics-course-of-the-year-1-of-the-natural-sciences-course-of-the-university-of-cambridge/2016/paper-1/16/a/iv/solution

The probability of a positive delay is the integral of its density:
Adding the separate no-delay event gives
This is the normalization of a probability distribution with both discrete and continuous parts.

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