Format:
1 Online-Ressource (xii, 235 Seiten)
Edition:
2nd edition
ISBN:
9781108635660
,
1108635660
Series Statement:
Practical guides to biostatistics and epidemiology
Content:
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.
Note:
Continues, in part: Applied multilevel analysis : a practical guide (Cambridge, UK ; New York : Cambridge University Press, 2006)
,
Includes bibliographical references and index
Additional Edition:
ISBN 9781108480574
Additional Edition:
ISBN 1108480578
Additional Edition:
ISBN 9781108727761
Additional Edition:
ISBN 110872776X
Additional Edition:
Erscheint auch als Druck-Ausgabe Twisk, Jos W. R., 1962 - Applied mixed model analysis Cambridge, United Kingdom : Cambridge University Press, 2019 ISBN 9781108480574
Additional Edition:
ISBN 9781108727761
Language:
English
Subjects:
Mathematics
,
Psychology
Keywords:
Statistik
;
Datenanalyse
;
Gemischtes Modell
DOI:
10.1017/9781108635660
URL:
Volltext
(lizenzpflichtig)
Bookmarklink
