Solution

ID: past-exam-of-the-probability-statistics-and-options-ii-course-of-the-university-of-oxford/2010/p/p3/d/i/solution

Set , with the convention that the inner product is linear in its first argument. Orthonormality gives , hence . For any the Pythagorean identity yields
Thus this is the best approximation, and uniqueness gives . No completeness assumption on is necessary for this finite-dimensional construction.

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