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並前往http://www.biostat.umn.edu/~hodges/PubH8492/Lectures_04.pdf

Penalized splines are one kind of smoother

The dashed line is a penalized-spline fit, quadratic basis, 30 knots. The solid line is the spline fit with 1/σ2 s = 0, i.e., no penalty.

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