Solution

ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2015/ii/paper-2/24k/i/solution

A rate- Poisson process is a counting process starting at zero, with right-continuous nondecreasing integer-valued paths, independent stationary increments, and for . Its jumps have size one almost surely.
For independent Poisson processes , increments of on disjoint intervals are independent, because all the corresponding increments of the two processes are jointly independent. On an interval of length , multiplying their probability generating functions gives
Thus the increment is Poisson with mean . The path requirements hold, and independent processes almost surely have no simultaneous jumps. Therefore is a Poisson process of rate .

New to topics? Read the docs here!