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Doing meta-analysis with R : a hands-on guide /

"This book serves as an accessible introduction into how meta-analyses can be conducted in R. Essential steps for meta-analysis are covered, including pooling of outcome measures, forest plots, heterogeneity diagnostics, subgroup analyses, meta-regression, methods to control for publication bia...

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Bibliographic Details
Main Author: Harrer, Mathias (Author)
Format: eBook
Language:English
Published: Boca Raton : CRC Press, [2022]
Edition:First edition.
Subjects:
Meta-analysis.
R (Computer program language)
Meta-Analysis as Topic.
Programming Languages.
Online Access:Connect to the full text of this electronic book
Table of Contents:
  • Introduction
  • Discovering R
  • Effect Sizes
  • Pooling Effect Sizes
  • Between-Study Heterogeneity
  • Forest Plots
  • Subgroup Analyses
  • Meta-Regression
  • Publication Bias
  • "Multilevel" Meta-Analysis
  • Structural Equation Modeling Meta-Analysis
  • Network Meta-Analysis
  • Bayesian Meta-Analysis
  • Power Analysis
  • Risk of Bias Plots
  • Reporting & Reproducibility
  • Effect Size Calculation & Conversion.