Applied Mixed Model Analysis (Paperback)

Jos W.R. Twisk

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Language: English

Published by Cambridge University Press, Cambridge, 2019

110872776X / 9781108727761

Series: Book 8 of 8 - Practical Guides to Biostatistics and Epidemiology

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Paperback. 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. This book explains all aspects of mixed model analysis without mathematical jargon, so that non-statisticians can understand the basic principles, analyze their own data, and interpret the results with confidence. Worked examples are analyzed with STATA, and all datasets are available for download, equipping readers to replicate the methods. This item is printed on demand. Shipping may be from our UK warehouse or from our Australian or US warehouses, depending on stock availability.

Seller Inventory # 9781108727761

Title
Applied Mixed Model Analysis (Paperback)
Author
Jos W.R. Twisk
Publisher
Cambridge University Press, Cambridge
Publication year
2019
Condition
new
Binding
Paperback
Language
English
ISBN 10
110872776X
ISBN 13
9781108727761
Edition
2nd Edition
Series
Book 8 of 8: Practical Guides to Biostatistics and Epidemiology

CitiRetail

Stevenage, United Kingdom

5-star seller

AbeBooks seller since June 29, 2022

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