Generalized Additive Models (9780412343902)

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.

Product details

• Format Hardback | 352 pages
• Dimensions 152 x 229 x 23.11mm | 635g
• Publication date 01 Dec 1990
• Publisher Taylor & Francis Ltd
• Imprint Chapman & Hall/CRC
• Publication City/Country London, England, United States
• Language English
• Illustrations note index
• ISBN10 0412343908
• ISBN13 9780412343902
• Bestsellers rank 1,696,849

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