Applied Longitudinal Data Analysis for Med...

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Sprache: Englisch

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Beschreibung

"In this book the most important methods available for longitudinal data analysis are discussed. This discussion includes simple methods such as the paired t-test and summary statistics, and also more sophisticated methods such as generalized estimating equations and mixed model analysis. A distinction is made between longitudinal data analysis with continuous, dichotomous, categorical and other outcome variables"--

Über den Autor

Jos W. R. Twisk is a Professor in the Department of Epidemiology and Data Science at Amsterdam Umc, Amsterdam, The Netherlands. He specialises in the methodological field of longitudinal data analysis and multilevel/mixed model analysis, and is head of the expertise center for Applied Longitudinal Data Analysis at the Amsterdam Umc.

Inhaltsverzeichnis

1. Introduction; 2. Continuous outcome variables; 3. Continuous outcome variables - regression based methods; 4. The modelling of time; 5. Models to disentangle the between- and within-subjects relationship; 6. Causality in observational longitudinal studies; 7. Dichotomous outcome variables; 8. Categorical and count outcome variables; 9. Outcome variables with floor or ceiling effects; 10. Analysis of longitudinal intervention studies; 11. Missing data in longitudinal studies; 12. Sample size calculations; 13. Software for longitudinal data analysis.

Details

Erscheinungsjahr:	2023
Fachbereich:	Allgemeine Lexika
Genre:	Importe , Medizin
Rubrik:	Wissenschaften
Medium:	Taschenbuch
Inhalt:	Kartoniert / Broschiert
ISBN-13:	9781009288033
ISBN-10:	1009288032
Sprache:	Englisch
Einband:	Kartoniert / Broschiert
Autor:	Twisk, Jos W R
Auflage:	3rd Revised edition
Hersteller:	Cambridge University Press
Verantwortliche Person für die EU:	Libri GmbH, Europaallee 1, D-36244 Bad Hersfeld, gpsr@libri.de
Maße:	176 x 252 x 15 mm
Von/Mit:	Jos W R Twisk
Erscheinungsdatum:	27.04.2023
Gewicht:	0,494 kg