Download EBOOK Generalized Linear and Nonlinear Models for Correlated Data: Theory and Applications Using SAS PDF for free


Download EBOOK Generalized Linear and Nonlinear Models for Correlated Data: Theory and Applications Using SAS PDF for free Category: Computing
The author of the book: SAS Institute
Format files: PDF, EPUB, TXT, DOCX
The size of the: 4.32 MB
Language: English
ISBN-13: 9781599946474
Edition: SAS Publishing
Date of issue: 3 September 2012

Description of the book "Generalized Linear and Nonlinear Models for Correlated Data: Theory and Applications Using SAS":

Edward F. Vonesh's "Generalized Linear and Nonlinear Models for Correlated Data: Theory and Applications Using SAS" is devoted to the analysis of correlated response data using SAS, with special emphasis on applications that require the use of generalized linear models or generalized nonlinear models. Written in a clear, easy-to-understand manner, it provides applied statisticians with the necessary theory, tools, and understanding to conduct complex analyses of continuous and/or discrete correlated data in a longitudinal or clustered data setting. Using numerous and complex examples, the book emphasizes real-world applications where the underlying model requires a PDF nonlinear rather than linear formulation and compares and contrasts the various estimation techniques for both marginal and mixed-effects models. The SAS procedures MIXED, GENMOD, GLIMMIX, and NLMIXED as well as user-specified macros will be used extensively in these applications. In addition, the book provides detailed software code with most examples so that readers can begin applying the various techniques immediately.

Download EBOOK Generalized Linear and Nonlinear Models for Correlated Data: Theory and Applications Using SAS PDF for free


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SAS Institute

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Download EBOOK Generalized Linear and Nonlinear Models for Correlated Data: Theory and Applications Using SAS PDF for free



Download EBOOK Generalized Linear and Nonlinear Models for Correlated Data: Theory and Applications Using SAS for free

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