Meta-Analysis with R

  • Guido Schwarzer, James R. Carpenter, Gerta Rucker
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Beschrijving
This book provides a comprehensive introduction to performing meta-analysis using the statistical software R. It is intended for quantitative researchers and students in the medical and social sciences who wish to learn how to perform meta-analysis with R. As such, the book introduces the key concepts and models used in meta-analysis. It also includes chapters on the following advanced topics: publication bias and small study effects; missing data; multivariate meta-analysis, network meta-analysis; and meta-analysis of diagnostic studies.
Inhoudsopgave
Part I Getting Started: An Introduction to Meta-Analysis in R.- Part II Standard Methods: Fixed Effect and Random Effects Meta-Analysis.- Meta-Analysis with Binary Outcomes.- Heterogeneity and Meta-Regression.- Part III Advanced Topics: Small-Study Effects in Meta-Analysis.- Missing Data in Meta-Analysis.- Multivariate Meta-Analysis.- Network Meta-Analysis.- Meta-Analysis of Diagnostic Test Accuracy Studies.- Further Information on R.- Index.
Vakgebieden
Productdetails
Uitgavejaar 2015
ISBN 9783319214153
Serie Use R!
Verschijningsdatum 10 okt. 2015
Omvang 252
Auteur(s) Guido Schwarzer, James R. Carpenter, Gerta Rucker
Bindwijze Paperback
Taal Engels

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