This book describes an array of power tools for data analysis that are based on
nonparametric regression and smoothing techniques. These methods relax the linear
assumption of many standard models and allow analysts to uncover structure in the data that
might otherwise have been missed. While McCullagh and Nelder's Generalized Linear
Models shows how to extend the usual linear methodology to cover analysis of a range of ...