Generalized Additive Models
by
T.J. Hastie
Book Details
Format
Hardback or Cased Book
ISBN-10
0412343908
ISBN-13
9780412343902
Publisher
Taylor & Francis Ltd
Imprint
Chapman & Hall/CRC
Country of Manufacture
GB
Country of Publication
GB
Publication Date
Jun 1st, 1990
Print length
352 Pages
Weight
640 grams
Dimensions
23.60 x 15.90 x 2.50 cms
Product Classification:
Social research & statistics
Ksh 28,800.00
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A variety of power tools for data analysis, based on non-parametric regression or smoothing techniques, are described in this text. These methods relax the usual linear assumption in many standard models, allowing the analyst to uncover structure in data.
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.
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