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Data Smoothing: Thin-Plate Spline

Method Tab

You can use the Method tab to specify options for the thin-plate spline algorithm. (See Figure 19.5.) The Method tab contains the following UI controls:

Selection method


specifies how to choose the smoothing penalty parameter. This list corresponds to the SELECT= option in the MODEL statement.

GCV


selects the smoothing parameter that minimizes the generalized cross validation criterion.

Approx. model DF


selects the smoothing parameter for which the trace of the prediction matrix is closest to the Target model DF. This value corresponds to SELECT=DF option.

Manual


enables you to specify the value in the log(n*lambda) field. This value corresponds to the LOGNLAMBDA= option.

Maximum number of unique design points


specifies a limit on the number of unique design points, , in the model. This box corresponds to the DISTANCE= option in the MODEL statement in the following way: the value in this field is used to compute a value for the DISTANCE= option so that there are at most design points. This option is useful for large data sets, since the TPSPLINE procedure is computationally expensive.

Figure 19.5 The Method Tab
The Method Tab

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