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Shih-Hao Huang, Jephian C. -H. Lin, ShengLi Tzeng +1
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…