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How to perform a meta-analysis in R

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Daniel Quintana

This is a nontechnical walkthrough of how to conduct a goldstandard correlational metaanalysis in R. This is a rerecording of a video that I posted a few years ago, but with better audio quality. I also include two new tools that weren't included in the original video: 1) Weightfunction models to directly assess the risk of publication bias (because funnel plot asymmetry is not a direct test of publication bias) and 2) Power analysis for studies included in your metaanalysis.

Links:
The paper: https://www.frontiersin.org/articles/...

The script and datasets: https://github.com/dsquintana/corr_meta

A blog post including a more indepth explanation of weight selection models: https://www.dsquintana.blog/howtope...

A blog post on power analysis for metaanalysis using the 'metameta' R package: https://www.dsquintana.blog/metameta...

The original video:    • Conducting a metaanalysis with R  

posted by kutrilak7