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Meta-analysis with R

Author: Guido Schwarzer; James R Carpenter; Gerta Rücker
Publisher: Cham : Springer, [2015] ©2015
Series: Use R.
Edition/Format:   eBook : Document : EnglishView all editions and formats
Summary:
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  Read more...
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Genre/Form: Electronic books
Additional Physical Format: Printed edition:
Material Type: Document, Internet resource
Document Type: Internet Resource, Computer File
All Authors / Contributors: Guido Schwarzer; James R Carpenter; Gerta Rücker
ISBN: 9783319214160 3319214160
OCLC Number: 923734339
Description: 1 online resource.
Contents: 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.
Series Title: Use R.
Responsibility: Guido Schwarzer, James R. Carpenter, Gerta Rücker.

Abstract:

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  Read more...

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"A special feature of the book is the focus on comprehensively described examples. For all these examples, the datasets are provided on the book-related website, which allows readers to reproduce and Read more...

 
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