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Linear and Generalized Linear Mixed Models and Their Applications

Name: Linear and Generalized Linear Mixed Models and Their Applications
Brand: Springer-Verlag New York Inc.
SKU: 38806080
Price: 108.89 EUR
Availability: InStock
Author: Jiming Jiang
ISBN: 9781071612842

Jiming Jiang

Thuan Nguyen

Lingua

Inglese

Libro In brossura

Codice Libristo: 38806080

Casa editrice Springer-Verlag New York Inc., marzo 2022

This book covers two major classes of mixed effects models, linear mixed models and generalized line... Descrizione completa

Codice Libristo: 38806080

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108.89 €

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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.