Solution

ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2015/iii/paper-35/7/4/solution

Letting in the cumulative incidence function gives the probability that the observed first event is of type A:
This is the sense of occurrence in the competing risks model. If one instead followed the latent exponential even after B, its eventual-occurrence probability would be one; that is a different question from observing A before the competing event.

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