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Meta-Analysis with R 1st ed. 2015


Meta-Analysis with R 1st ed. 2015

Paperback by Schwarzer, Guido; Carpenter, James R.; Rücker, Gerta

Meta-Analysis with R

£54.99

ISBN:
9783319214153
Publication Date:
16 Oct 2015
Edition/language:
1st ed. 2015 / English
Publisher:
Springer International Publishing AG
Pages:
252 pages
Format:
Paperback
For delivery:
Estimated despatch 9 - 10 May 2024
Meta-Analysis with R

Description

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.

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.

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