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(Ebook) Linear and Generalized Linear Mixed Models and Their Applications by Jiming Jiang, Thuan Nguyen ISBN 9781071612811, 9781071612828, 1071612816, 1071612824

  • SKU: EBN-23848400
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Authors:Jiming Jiang, Thuan Nguyen
Pages:343 pages.
Year:2021
Editon:2
Publisher:Springer
Language:english
File Size:4.09 MB
Format:pdf
ISBNS:9781071612811, 9781071612828, 1071612816, 1071612824
Categories: Ebooks

Product desciption

(Ebook) Linear and Generalized Linear Mixed Models and Their Applications by Jiming Jiang, Thuan Nguyen ISBN 9781071612811, 9781071612828, 1071612816, 1071612824

This book covers two major classes of mixed effects models, linear mixed models and generalized linear mixed models. It presents an up-to-date account of theory and methods in analysis of these models as well as their applications in various fields. The book offers a systematic approach to inference about non-Gaussian linear mixed models. Furthermore, it includes recently developed methods, such as mixed model diagnostics, mixed model selection, and jackknife method in the context of mixed models. The book is aimed at students, researchers and other practitioners who are interested in using mixed models for statistical data analysis.
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