Solution

ID: past-exam-of-the-probability-statistics-and-options-ii-course-of-the-university-of-oxford/2010/p/p4/b/solution

An arbitrary orthonormal basis does not have the printed property. For example on with , take the usual normalized constant and linear Legendre polynomials and swap their labels . The resulting family is still an orthonormal basis but has one zero, rather than zero. The necessary intended hypothesis is that has degree , or equivalently that the basis is obtained by orthogonalizing in that order.
Under this hypothesis, is orthogonal to every polynomial of degree less than . Let be its sign-changing zeros in and put . If , then has a constant nonzero sign except at finitely many points: each interior sign change has been canceled, and all remaining zeros have even multiplicity or occur at endpoints. Since , its integral cannot vanish. But orthogonality to , of degree , says that integral is zero, a contradiction. Thus . Since the polynomial has degree , it follows that
This proves the requested conclusion in its standard intended setting and explains why it does not follow from the literal basis statement alone.

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