Applied Mixed Model Analysis: A Practical Guide by Jos W R Twisk - PDF and EPUB eBook

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This practical book is designed for applied researchers who want to use mixed models with their data. It discusses the basic...

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Details of Applied Mixed Model Analysis: A Practical Guide

Exact title of the book
Applied Mixed Model Analysis: A Practical Guide
Book author
Jos W R Twisk
Book edition
Hardcover
Number of pages
246 pages
Published
May 30th 2019 by Cambridge University Press
File size (in PDF)
984 kB
Applied Mixed Model Analysis: A Practical Guide

Some brief overview of book

This practical book is designed for applied researchers who want to use mixed models with their data. It discusses the basic principles of mixed model analysis, including two-level and three-level structures, and covers continuous outcome variables, dichotomous outcome variables, and categorical and survival outcome variables. Emphasizing interpretation of results, the book develops the most important applications of mixed models, such as the study of group differences, longitudinal data analysis, multivariate mixed model analysis, IPD meta-analysis, and mixed model predictions.

All examples are analyzed with STATA, and an extensive overview and comparison of alternative software packages is provided. All datasets used in the book are available for download, so readers can re-analyze the examples to gain a strong understanding of the methods. Although most examples are taken from epidemiological and clinical studies, this book is also highly recommended for researchers working in other fields.