Abstract
This paper investigates the properties of G-optimal polynomial designs under smoothing spline models. A general formula is derived for the variance function of G-optimal polynomial designs and other designs with minimal support size. Moreover, it is shown by a sequence of propositions that G-optimal polynomial designs remain G-optimal under smoothing spline models for a subclass of models. The results are highlighted in the special cases of cubic and quintic smoothing splines.
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