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An Introduction to Generalized Linear Models (Quantitative Applications in the Social Sciences) book cover by George H. Dunteman, Moon-Ho R. Ho
Paperback

An Introduction to Generalized Linear Models (Quantitative Applications in the Social Sciences)

by George H. Dunteman and Moon-Ho R. Ho

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Total $1,333.75

Paperback · 88 pages SAGE Publications · 2005

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About the book

An Introduction to Generalized Linear Models (Quantitative Applications in the Social Sciences)

Do you have data that is not normally distributed and don′t know how to analyze it using generalized linear models (GLM)? Beginning with a discussion of fundamental statistical modeling concepts in a multiple regression framework, the authors extend these concepts to GLM and demonstrate the similarity of various regression models to GLM. Each procedure is illustrated using real life data sets. The book provides an accessible but thorough introduction to GLM, exponential family distribution, and maximum likelihood estimation; includes discussion on checking model adequacy and description on how to use SAS to fit GLM; and describes the connection between survival analysis and GLM. It is an ideal text for social science researchers who do not have a strong statistical background, but would like to learn more advanced techniques having taken an introductory course covering regression analysis.

Details

Publisher
SAGE Publications
Authors
George H. Dunteman, Moon-Ho R. Ho
Format
Paperback
Published
Sep 22, 2005
ISBN-13
9780761920847
ISBN-10
0761920846
Pages
88
Carton quantity
1 copies
Printing
Printed on demand
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