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Doing Meta-Analysis with R
- A Hands-On Guide
Engelsk
Bogcover for Doing Meta-Analysis with R af David Ebert, Pim Cuijpers, Toshi Furukawa, Mathias Harrer, 9780367610074
Specifikationer
Sprog:
Engelsk
Sider:
474
ISBN-13:
9780367610074
Indbinding:
Hardback
ISBN-10:
0367610078
Udg. Dato:
13 sep 2021
Størrelse i cm:
16,3 x 24,3 x 3,4
Oplagsdato:
13 sep 2021

Doing Meta-Analysis with R

- A Hands-On Guide
Engelsk
Hardback 2021
Format:

Bog beskrivelse

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

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Specifikationer
Sprog:
Engelsk
Sider:
474
ISBN-13:
9780367610074
Indbinding:
Hardback
ISBN-10:
0367610078
Udg. Dato:
13 sep 2021
Størrelse i cm:
16,3 x 24,3 x 3,4
Oplagsdato:
13 sep 2021
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