How to perform a meta-analysis in R
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This is a non-technical walkthrough
This is a non-technical walkthrough of how to conduct a gold-standard correlational meta-analysis in R. This is a re-recording 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) Weight-function 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 meta-analysis.
Links:
The paper: www.frontiersin.org/articles/10.3389/fpsyg.2015.01…
The script and datasets: github.com/dsquintana/corr_meta
A blog post including a more in-depth explanation of weight selection models: www.dsquintana.blog/how-to-perform-a-bayesian-meta…
A blog post on power analysis for meta-analysis using the 'metameta' R package: www.dsquintana.blog/metameta-r-package-meta-analys…
The original video: • Conducting a meta-analysis with R
6 ساعت پیش
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