Mobile ebook downloads An Introduction to Generalized Linear Models

An Introduction to Generalized Linear Models by George H. Dunteman, Moon-Ho R. Ho

• An Introduction to Generalized Linear Models
• George H. Dunteman, Moon-Ho R. Ho
• Page: 84
• Format: pdf, ePub, mobi, fb2
• ISBN: 9780761920847
• Publisher: SAGE Publications

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Mobile ebook downloads An Introduction to Generalized Linear Models

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 demonstratethe 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 useSAS to fit GLM; and describes the connection between survival analysis and GLM. It isan 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. Read More Show Less

Generalized Linear Models - Research-Training.net
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Analyzes that fall into the Generalized Linear Models framework at Logistic and Probit Generalized linear model involve the following 4 pieces. 1. Linear  Generalized Linear Models Presentation.pptx - LISA
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glm is used to fit generalized linear models, specified by giving a symbolic description of . Dobson, A. J. (1990) An Introduction to Generalized Linear Models.

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