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CRC Press Doing Meta-Analysis with R: A Hands-On Guide

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Description

Master the essential steps of meta-analysis using R with this practical guide from CRC Press. This book provides an accessible introduction to conducting meta-analyses, covering fundamental processes such as the calculation and pooling of outcome measures, forest plots, and heterogeneity diagnostics. Users will learn to perform subgroup analyses, meta-regression, and methods to control for publication bias. The text also includes guidance on risk of bias assessments and various plotting tools. For those seeking more advanced applications, the guide covers network meta-analysis, multi-three-level meta-analyses, Bayesian approaches, and SEM meta-analysis. To support your practical learning, the book comes with a companion R package, dmetar, to help implement these statistical methods directly in your research workflow.

Key Features

Learn essential meta-analysis steps in R including outcome measure pooling and forest plots.

Master advanced statistical topics such as network meta-analysis and Bayesian approaches.

Gain proficiency in heterogeneity diagnostics, subgroup analyses, and meta-regression.

Access tools for risk of bias assessments and methods to control for publication bias.

Utilize the companion dmetar R package to implement the book's methods in your own work.

Product Specifications

Format
hardcover
Domain
Amazon UK
Release Date
13 September 2021
Listed Since
13 March 2021

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