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An Introduction to Generalized Linear Models

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Dunteman, George H./ Ho, Moon-ho R. 作者
Sage Pubns
譯者
2005-9 出版日期
88 頁數
$ 21.47 價格
Pap
叢書系列
9780761920847 圖書編碼

An Introduction to Generalized Linear Models 在線電子書 圖書標籤: statistics   


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An Introduction to Generalized Linear Models 在線電子書 epub 下載 mobi 下載 pdf 下載 txt 下載 2024

An Introduction to Generalized Linear Models 在線電子書 epub 下載 pdf 下載 mobi 下載 txt 下載 2024

An Introduction to Generalized Linear Models 在線電子書 pdf 下載 txt下載 epub 下載 mobi 下載 2024



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An Introduction to Generalized Linear Models 在線電子書 pdf 下載 txt下載 epub 下載 mobi 在線電子書下載

An Introduction to Generalized Linear Models 在線電子書 圖書描述

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 a GLM (including Poisson regression. logistic regression, and proportional hazards models) and demonstrate the similarity of various regression models to GLM. Each procedure is illustrated using real life data sets, and the computer instructions and results will be presented for each example.Throughout the book, there is an emphasis on link functions and error distribution and how the model specifications translate into likelihood functions that can, through maximum likelihood estimation be used to estimate the regression parameters and their associated standard errors. This book provides readers with basic modeling principles that are applicable to a wide variety of situations. This title provides an accessible but thorough introduction to GLM, exponential family distribution, and maximum likelihood estimation. It includes discussion on checking model adequacy and description on how to use SAS to fit GLM. It describes the connection between survival analysis and GLM. This book 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.

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