Triweight density minimizes integrated squared curvature

ID: triweight-density-minimizes-integrated-squared-curvature

Let be the triweight kernel and h a twice continuously differentiable density with matching zero mean and variance. Put and . Two integrations by parts over its support give , using the zero mass and second moment of e. Therefore . The endpoint terms matter because the third derivative jumps there.

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