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Wood (2006) parameterization

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The following example shows how the parameterization of the smoothing spline, based on eigen decomposition, can be implemented in ADMB. Comparison is made to R/gmcv. An advantage offered by ADMB is that uncertainty in the smoothing parameter is incorporated into the uncertainty of the GAM fit.

 

Model description: binom_gam_ML_example.pdf

 

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ADMB files, data and R files are given to the left