Solution

ID: past-exam-of-the-martingales-and-financial-mathematics-course-of-the-university-of-oxford/2011/a/1/c/iii/solution

For each , the collection of events , together with the empty event, is a pi-system. Its generated sigma-algebra is , because the half-lines generate the Borel sigma-algebra and inverse images preserve intersections and the sigma-algebra operations.
The displayed probability identity says precisely that these two pi-systems are independent. Part (ii) makes and independent, which is the definition of independent random variables. Conversely independence of the random variables applies to the half-line events and gives the identity. Thus the joint cumulative distribution function factors exactly when the variables are independent.

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