Generalized Additive Models (English, T. J. Hastie | R. J. Tibshirani)
by T. J. Hastie | R. J. Tibshirani
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Book Details
Publisher
CRC Press
Language
English
ISBN-13
9780412343902
ISBN-10
0412343908
Author
T. J. Hastie | R. J. Tibshirani
About the Book
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 Ad…
ISBN: 9780412343902
ISBN-13: 9780412343902
ISBN-10: 0412343908
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Product ID: isbn-9780412343902
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