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Cover: 9781009288033 | Applied Longitudinal Data Analysis for Medical Science | Jos W R Twisk
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Applied Longitudinal Data Analysis for Medical Science
Taschenbuch von Jos W R Twisk
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"--
"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
Maße: 176 x 252 x 15 mm
Von/Mit: Jos W R Twisk
Erscheinungsdatum: 27.04.2023
Gewicht: 0,494 kg
Artikel-ID: 126437970
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
Maße: 176 x 252 x 15 mm
Von/Mit: Jos W R Twisk
Erscheinungsdatum: 27.04.2023
Gewicht: 0,494 kg
Artikel-ID: 126437970
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