Power Analysis of Trials with Multilevel Data

  • Mirjam Moerbeek, Steven Teerenstra
€ 65,10
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Beschrijving
Many trials in the social, behavioral, medical and health sciences involve hierarchical data structures with subjects nested within clusters. Multilevel models should be used for this kind of data and it is important that the optimal design is chosen to maximize statistical power. This book presents an overview of power and sample size calculations for trials of this type. It covers multiple types of trials, including cluster randomized trials, multisite trials, individually randomized group treatment trials and longitudinal intervention studies.
Inhoudsopgave
Introduction. Multilevel Statistical Models. Concepts of Statistical Power Analysis. Cluster Randomized Trials. Improving Statistical Power in Cluster Randomized Trials. Multisite Trials. Pseudo Cluster Randomized Trials. Individually Randomized Group Treatment Trials. Longitudinal Intervention Studies. Extensions: Three Levels of Nesting and Factorial Designs. The Problem of Unknown Intraclass Correlation Coefficients. References. Author Index. Subject Index.
Vakgebieden
Productdetails
Uitgavejaar 2015
ISBN 9781498729895
Serie Chapman & Hall/CRC Interdisciplinary Statistics
Verschijningsdatum 4 aug. 2015
Omvang 290
Auteur(s) Mirjam Moerbeek, Steven Teerenstra
Bindwijze Gebonden
Taal Engels
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