The framework for model construction as laid out in Chapter 2 takes as building blocks any reproducing kernel. The polynomial splines of §2.3 are the standard choices on continuous domains, but generalizations or restrictions are sometimes called for by the nature of the applications. The technical underpinnings of the variants are generally different from that of polynomial splines, but once the reproducing kernels are specified, everything else remains largely intact.
KeywordsNull Space Reproduce Kernel Hilbert Space Polynomial Spline Bibliographic Note Left Frame
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