Smoothing methods are an active area of research. In this book, the author presents a comprehensive treatment of penalty smoothing under a unified framework. Me

Nonparametric function estimation with stochastic data, otherwise known as smoothing, has been studied by several generations of statisticians. Assisted by the

A general class of powerful and flexible modeling techniques, spline smoothing has attracted a great deal of research attention in recent years and has been wid

Now in widespread use, generalized additive models (GAMs) have evolved into a standard statistical methodology of considerable flexibility. While Hastie and Tib

Splines provide a significant tool for the design of computationally economical curves and surfaces for the construction of various objects like automobiles, sh