Solution

ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2014/iii/paper-26/6/b/solution

Let , where the two Lévy processes are independent as processes. For any disjoint ordered time intervals, the increment vectors of and are independent of one another, and each vector has independent coordinates. Thus the pairs of corresponding increments are independent across intervals, and so are their sums. The law of each summed increment is the convolution of the two increment laws, depending only on the interval length. This proves independent increments and stationary increments for .
Also , and for every ,
Thus is stochastically continuous. The sum of two càdlàg functions is càdlàg. All defining properties hold, so is a Lévy process. Independence of the entire two processes, not merely equality of some one-time laws, is what supplies independent summed increments.

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