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An Introduction to Generalized Linear Models, Third Edition (Chapman & Hall/CRC Texts in Statistical Science)
An Introduction to Generalized Linear Models, Third Edition (Chapman & Hall/CRC Texts in Statistical Science)

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Manufacturer: Chapman and Hall/CRC
Publisher: Chapman and Hall/CRC
Author(s): Annette J. Dobson, Adrian G. Barnett

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Product Description:
Binding: Paperback
Brand: imusti
EAN: 9781584889502
Edition: 3
Feature: Chapman Hall CRC
ISBN: 1584889500
Item Dimensions: Array
Label: Chapman and Hall/CRC
Languages: Array
Manufacturer: Chapman and Hall/CRC
Number Of Items: 1
Number Of Pages: 320
Publication Date: 2008-05-12
Publisher: Chapman and Hall/CRC
Studio: Chapman and Hall/CRC
Product Features:
Chapman Hall CRC
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Editorial Review:
Continuing to emphasize numerical and graphical methods, An Introduction to Generalized Linear Models, Third Edition provides a cohesive framework for statistical modeling. This new edition of a bestseller has been updated with Stata, R, and WinBUGS code as well as three new chapters on Bayesian analysis.

Like its predecessor, this edition presents the theoretical background of generalized linear models (GLMs) before focusing on methods for analyzing particular kinds of data. It covers normal, Poisson, and binomial distributions; linear regression models; classical estimation and model fitting methods; and frequentist methods of statistical inference. After forming this foundation, the authors explore multiple linear regression, analysis of variance (ANOVA), logistic regression, log-linear models, survival analysis, multilevel modeling, Bayesian models, and Markov chain Monte Carlo (MCMC) methods.

Using popular statistical software programs, this concise and accessible text illustrates practical approaches to estimation, model fitting, and model comparisons. It includes examples and exercises with complete data sets for nearly all the models covered.

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