Pre-Owned Generalized Additive Models (Hardcover) 0412343908 9780412343902

Generalized Additive Models (Chapman & Hall/CRC Monographs on Statistics and Applied Probability), ISBN-10 0412343908, ISBN-13 9780412343902, Hastie, T.J.; Tibshirani, R.J., 1 edition, 352 pages, Publisher: Chapman and Hall/CRC, Binding: Hardcover

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 data types, Generalized Additive Models enhances this methodology even further by incorporating the flexibility of nonparametric regression. Clear prose, exercises in each chapter, and case studies enhance this popular text.

Pre-Owned - GOOD Condition: The item might show general signs of tear and wear, some markings, highlighting, etc. from consistent use, but it remains in good condition and functions properly; all the text should be legible and all pages included. May include "From the library of" labels. Shrink wrap, dust covers, boxed set case, or bundled media may be missing. Accessories such as CDs/DVDs, access cards with codes, toys, dust covers, cardboards, etc. may not be included.