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

Main Author Hastie, Trevor, 1953- Coauthor Tibshirani, Robert Country Estados Unidos. Publication Boca Raton : Chapman & Hall-CRC, 1999 Description XV, 335 p. : il. ; 22 cm ISBN 0-412-34390-8
CDU 519.2
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Item type Current location Call number Status Date due Barcode Item holds
Monografia Biblioteca Geral da Universidade do Minho
BGUM 519.2 - H Available 407560
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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