Truly optimal low rank thin plate spline smoothing using a truncated Demmler-Reinsch basis

Paul Bach

Thin plate splines are highly attractive smoothers. However, they have cubic computational cost, which severely limits their use in practice. As a remedy, Wood (2003) suggested thi…