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Surface fitting with scattered noisy data on Euclidean D-space and on the sphere. (English) Zbl 0565.65002

An efficient numerical algorithm for computing the cross-validated thin plate smoothing splines is considered when several hundred data points are given. A theory of vector splines for smoothing noisy vector data on the sphere is given. The use of generalized cross-validation is described. A few interesting examples are given to test the theory.
Reviewer: M.Sambandham

MSC:

65D10 Numerical smoothing, curve fitting
65D07 Numerical computation using splines
41A15 Spline approximation
41A63 Multidimensional problems
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