Linear and Generalized Linear Mixed Models and Their Applications Springer Series in Statistics

Name: Linear and Generalized Linear Mixed Models and Their Applications Springer Series in Statistics
Brand: Springer
SKU: 23388415
Price: 3476.00 ZAR
Availability: InStock

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This book covers two major classes of mixed effects models, linear mixed models and generalized linear mixed models, and 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 systemat... Read more

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Features

Author	Jiming Jiang
Format	Hardcover
ISBN	9780387479415
Publisher	Springer
Manufacturer	Springer

Description

Furthermore, it has included 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.

The book is suitable for a course in a M.S. program in statistics, provided that the section of further results and technical notes in each of the first four chapters is skipped. If these four sections are included, the book may be used for a course in a Ph. D. program in statistics. A first course in mathematical statistics, the ability to use computers for data analysis, and familiarity with calculus and linear algebra are prerequisites.

Additional statistical courses such as regression analysis and a good knowledge about matrices would be helpful.

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