Generalized Linear Models and Extensions, Second Edition

James W Hardin

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Language: English

Published by Stata Press, 2006

1597180149 / 9781597180146

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Generalized Linear Models and Extensions, Second Edition provides a comprehensive overview of the nature and scope of generalized linear models (GLMs) and of the major changes to the basic GLM algorithm that allow modeling of data that violate GLM distributional assumptions. Deftly balancing theory and application, the book stands out in its coverage of the derivation of the GLM families and their foremost links, while also guiding readers in the application of the various models to real data. This edition has new sections on discrete response models, including zero-truncated, zero-inflated, censored, and hurdle count models, as well as heterogeneous negative binomial, generalized Poisson, and generalized binomial models. The book also includes a substantially expanded discussion of both proportional-odds and generalized ordered models, making it easy for readers to use these models in their own research.

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Title
Generalized Linear Models and Extensions, Second Edition
Author
James W Hardin
Publisher
Stata Press
Publication year
2006
Condition
Good
Binding
Paperback
Language
English
ISBN 10
1597180149
ISBN 13
9781597180146
Edition
2nd Edition

World of Books (was SecondSale)

Montgomery, IL, U.S.A.

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