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Book

Generalized Linear Models

Book

Generalized Linear Models

DOI link for Generalized Linear Models

Generalized Linear Models book

Generalized Linear Models

DOI link for Generalized Linear Models

Generalized Linear Models book

ByP. McCullagh, J.A. Nelder
Edition 2nd Edition
First Published 1983
eBook Published 31 January 2019
Pub. Location Boca Raton
Imprint Routledge
DOI https://doi.org/10.1201/9780203753736
Pages 532
eBook ISBN 9780203753736
Subjects Mathematics & Statistics
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McCullagh, P., & Nelder, J.A. (1989). Generalized Linear Models (2nd ed.). CRC Press. https://doi.org/10.1201/9780203753736

ABSTRACT

The success of the first edition of Generalized Linear Models led to the updated Second Edition, which continues to provide a definitive unified, treatment of methods for the analysis of diverse types of data. Today, it remains popular for its clarity, richness of content and direct relevance to agricultural, biological, health, engineering, and ot

TABLE OF CONTENTS

chapter 1|20 pages

Introduction

chapter 2|27 pages

An outline of generalized linear models

chapter 3|50 pages

Models for continuous data with constant variance

chapter 4|51 pages

Binary data

chapter 5|44 pages

Models for polytomous data

chapter 6|52 pages

Log-linear models

chapter 7|40 pages

Conditional likelihoods*

chapter 8|38 pages

Models for data with constant coefficient of variation

chapter 9|34 pages

Quasi-likelihood functions

chapter 10|15 pages

Joint modelling of mean and dispersion

chapter 11|19 pages

Models with additional non-linear parameters

chapter 12|28 pages

Model checking

chapter 13|13 pages

Models for survival data

chapter 14|23 pages

Components of dispersion

chapter 15|14 pages

Further topics

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