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• W2004133721 abstract "Summary Three types of polynomial mixed model splines have been proposed: smoothing splines, P‐splines and penalized splines using a truncated power function basis. The close connections between these models are demonstrated, showing that the default cubic form of the splines differs only in the penalty used. A general definition of the mixed model spline is given that includes general constraints and can be used to produce natural or periodic splines. The impact of different penalties is demonstrated by evaluation across a set of functions with specific features, and shows that the best penalty in terms of mean squared error of prediction depends on both the form of the underlying function and the signal:noise ratio." @default.
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• W2004133721 date "2007-01-31" @default.
• W2004133721 modified "2023-10-12" @default.
• W2004133721 title "A COMPARISON OF MIXED MODEL SPLINES FOR CURVE FITTING" @default.
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• W2004133721 doi "https://doi.org/10.1111/j.1467-842x.2006.00454.x" @default.
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