Solution

ID: past-exam-of-the-probability-statistics-and-options-ii-course-of-the-university-of-oxford/2011/p/p3/c/solution

For odd , define . It is another polynomial in . Changing variables , and using evenness of the weight , gives . Thus is also a best polynomial. Uniqueness from part (b) gives , proving
Equivalently, the even component of a candidate is orthogonal to the odd residual and can only increase the squared error.

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