Local Influence for the Thin-Plate Spline Generalized Linear Model
Local Influence for the Thin-Plate Spline Generalized Linear Model
Thin-Plate Spline Generalized Linear Models (TPS-GLMs) are an extension of Semiparametric Generalized Linear Models (SGLMs), because they allow a smoothing spline to be extended to two or more dimensions. This class of models allows modeling a set of data in which it is desired to incorporate the non-linear joint effects …