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• W3044199065 abstract "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." @default.
• W3044199065 created "2020-07-29" @default.
• W3044199065 creator A5048711005 @default.
• W3044199065 date "2019-04-18" @default.
• W3044199065 modified "2023-10-14" @default.
• W3044199065 title "Applied Mixed Model Analysis" @default.
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• W3044199065 doi "https://doi.org/10.1017/9781108635660" @default.
• W3044199065 hasPublicationYear "2019" @default.
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