ABSTRACT

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 widely used in many application areas, from medicine to economics. Smoothing Splines: Methods and Applications covers basic smoothing spline models, including polynomial, periodic, spherical, t

chapter 1|10 pages

Introduction

chapter 2|42 pages

Smoothing Spline Regression

chapter 4|48 pages

Smoothing Spline ANOVA

chapter 6|32 pages

Generalized Smoothing Spline ANOVA

chapter 7|32 pages

Smoothing Spline Nonlinear Regression

chapter 8|46 pages

Semiparametric Regression

chapter 9|50 pages

Semiparametric Mixed-Effects Models

chapter |10 pages

A Data Sets