Click Here to Download: https://ouo.io/TGqUz6 Generalized Additive Models By: T.J. Hastie Publisher: Routledge Print ISBN: 9780412343902, 0412343908 eText ISBN: 9781351445962, 1351445960 Edition: 1st Copyright year: 1990 Format: EPUB Available from $ 62.00 USD SKU 9781351445962R90 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.
