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portada Linear and Generalized Linear Mixed Models and Their Applications
Type
Physical Book
Publisher
Author
Language
English
Pages
343
Format
Paperback
ISBN13
9781071612842
Edition No.
2

Linear and Generalized Linear Mixed Models and Their Applications

Jiming Jiang; Thuan Nguyen (Author) · Springer · Paperback

Linear and Generalized Linear Mixed Models and Their Applications - Jiming Jiang; Thuan Nguyen

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Synopsis "Linear and Generalized Linear Mixed Models and Their Applications"

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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