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

Name: Doing Meta-Analysis with R: A Hands-On Guide
Brand: Chapman and Hall/CRC
SKU: 9780367610074
Price: 14607.00 INR
Availability: InStock
ISBN: 9780367610074

Contributor(s): Harrer, Mathias Author , Cuijpers, Pim Author , Furukawa, Toshi Author Format: Hardback

Hardback · ISBN 9780367610074

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Key Specifications

ISBN	9780367610074
Publisher	Chapman and Hall/CRC
Publication date	September 2021
Language	English
MRP	£103.99 GBP
Page count	502
Item weight	193 g

Doing Meta-Analysis with R: A Hands-On Guide serves as an accessible introduction on how meta-analyses can be conducted in R. Essential steps for meta-analysis are covered, including calculation and pooling of outcome measures, forest plots, heterogeneity diagnostics, subgroup analyses, meta-regression, methods to control for publication bias, risk of bias assessments and plotting tools. Advanced but highly relevant topics such as network meta-analysis, multi-three-level meta-analyses, Bayesian meta-analysis approaches and SEM meta-analysis are also covered. A companion R package, dmetar, is introduced at the beginning of the guide. It contains data sets and several helper functions for the meta and metafor package used in the guide.

The programming and statistical background covered in the book are kept at a non-expert level, making the book widely accessible.

Features

Contains two introductory chapters on how to set up an R environment and do basic imports/manipulations of meta-analysis data, including exercises
Describes statistical concepts clearly and concisely before applying them in R
Includes step-by-step guidance through the coding required to perform meta-analyses, and a companion R package for the book

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

Key Specifications

Harrer, Mathias Author

Cuijpers, Pim Author

Furukawa, Toshi Author

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