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Generalized Additive Models

Generalized Additive Models

by T.J. Hastie and R.J. Tibshirani
Hardback
Publication Date: 01/06/1990

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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.
ISBN:
9780412343902
9780412343902
Category:
Social research & statistics
Format:
Hardback
Publication Date:
01-06-1990
Language:
English
Publisher:
Taylor & Francis Ltd
Country of origin:
United Kingdom
Pages:
352
Dimensions (mm):
229x152x23mm
Weight:
0.81kg

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