Three-point quadratic reproduction forces the identity filter

ID: three-point-quadratic-reproduction-forces-the-identity-filter

A symmetric three-point smoother with weights reproduces constants only if . Reproducing quadratic trends also requires , so and . Thus the identity estimator is unbiased, but there is no nontrivial three-point linear smoother reproducing every quadratic. An assertion excluding even the identity estimator is false. This clarifies why the five-point symmetric quadratic trend smoother is the first symmetric nontrivial example.

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