Doing Meta-Analysis with R: A Hands-On Guide Harrer Mathias
Doing Meta-Analysis with R: A Hands-On Guide Harrer Mathias Doing Meta-Analysis with R: A Hands-On Guide serves as an accessible introduction on how meta-analyses can be conducted in R. Advanced but…
Specifikacia Doing Meta-Analysis with R: A Hands-On Guide Harrer Mathias
Doing Meta-Analysis with R: A Hands-On Guide Harrer Mathias
Doing Meta-Analysis with R: A Hands-On Guide serves as an accessible introduction on how meta-analyses can be conducted in R. 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. 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.
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 A companion R package, dmetar, is introduced at the beginning of the guide.
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