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Generalized additive models / T. J. Hastie, R. J. Tibshirani

Main Author Hastie, Trevor, 1953- Coauthor Tibshirani, Robert Country Reino Unido. Publication London : Chapman & Hall, imp. 1997 Description XV, 335 p. : il. ; 23 cm Series Monographs on statistics and applied probability , 43 ISBN 0-412-34390-8 CDU 519.2
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Holdings
Item type Current location Call number Status Date due Barcode Item holds
Monografia Biblioteca Geral da Universidade do Minho
BGUMD 159136 Available 201522
Monografia Biblioteca Geral da Universidade do Minho
BGUMD 108997 Available 203505
Total holds: 0

Enhanced descriptions from Syndetics:

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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