Smoothing Spline Surface Plot Two criteria can be used to select an estimator for the function f: goodness of fit to the data ... The estimator that results from minimizing S()is called a thin-plate ...

specifies the degrees of freedom of the thin-plate smoothing spline estimate, defined as where is the hat matrix. Specify number as a value between zero and the number of unique design points.