Description: Further DetailsTitle: Doing Meta-Analysis with RCondition: NewSubtitle: A Hands-On GuideAuthor: Toshi Furukawa, Mathias Harrer, David Ebert, Pim CuijpersFormat: HardbackEAN: 9780367610074ISBN: 9780367610074Publisher: Chapman & Hall/CRCGenre: Science Nature & MathRelease Date: 09/13/2021Description: 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 Language: EnglishCountry/Region of Manufacture: GBItem Height: 234mmItem Length: 156mmItem Weight: 1084gRelease Year: 2021 Missing Information?Please contact us if any details are missing and where possible we will add the information to our listing.
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Book Title: Doing Meta-Analysis with R
Title: Doing Meta-Analysis with R
Subtitle: A Hands-On Guide
EAN: 9780367610074
ISBN: 9780367610074
Genre: Science Nature & Math
Release Date: 09/13/2021
Release Year: 2021
Country/Region of Manufacture: GB
Item Height: 234mm
Number of Pages: 474 Pages
Publication Name: Doing Meta-Analysis with R
Language: English
Publisher: CRC Press LLC
Subject: Probability & Statistics / General, General
Publication Year: 2021
Item Weight: 31.8 Oz
Type: Textbook
Subject Area: Mathematics, Medical
Item Length: 9.2 in
Author: David Ebert, Toshi Furukawa, Pim Cuijpers, Mathias Harrer
Item Width: 6.1 in
Format: Hardcover
