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Chapman and Hall/CRC Generalized Additive Models: 43 (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)

Name: Generalized Additive Models: 43 (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)
Brand: Chapman and Hall/CRC

Biography

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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.

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Brand: Chapman and Hall/CRC
Format: hardcover
ASIN: 0412343908
Category: Books > Subjects > Biography
Domain: Amazon UK
Release Date: 01 June 1990
Listed Since: 08 February 2007

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Chapman and Hall/CRC Generalized Additive Models: 43 (Chapman & Hall/CRC Monographs on Statistics and Applied Probability)

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