Solution

ID: past-exam-of-the-mathematics-course-of-the-university-of-cambridge/2010/ia/paper-2/3f/a/solution

For , on , so is a convex function; for it is linear and also convex. The equally weighted random variable has expected value . Applying Jensen's inequality gives
Multiplying by proves
For equality requires all , by strict convexity; for equality holds for every admissible vector.

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