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Sturm-Liouville-Type Parity and Oscillation of a Cubic Spline Eigenbasis
We study the eigen-structure of the penalty matrix arising from cubic smoothing splines on equally spaced knots. Using purely matrix-theoretic arguments, we show that its positive eigenvalues are simple, that the associated eigenvectors alternate between even and odd, and that the eigenvector for th
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