Solution

ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2006/iii/paper-41/5/a/solution

The sum of the two independent exponential times has a hypoexponential distribution. By convolution of probability densities, for and ,
Therefore
and for . This is a nonnegative normalized probability density function. At the equal-rate boundary it tends to , a shape-two Gamma distribution.

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