Meta-Analyses & Systematic Reviews
Blogs & Slides Only
Buy me a coffeeHow to perform a Bayesian meta-analysis
By Dan Quintana
Added Thu April 1th, 2021
What is this?
Excerpt from site: Bayesian meta-analysis is uncommon, probably due to a historical lack of accessible software options for performing these tests. So in this post I’m going to outline the benefits of Bayesian meta-analysis and a step-by-step guide (with code) on to perform one using the relatively new “RoBMA” R package.
Workshop: A Practical Guide for Meta-Analyses in R
What is this?
Excerpt from site: This blogpost is an adaption from my 90 minute workshop on all basic steps in conducting a meta-analysis in R. The audience of the original workshop were graduate psychology students at the University of Vienna with a focus on research methods. Most statistical and methodical elements were already discussed, yet the implementation in R was new to all of them. And programming in general was new to most of them. I therefore introduced R very shortly, before explaining the actual meta-analytical analyses more briefly. I added some explanations and references to make the file more self-explanatory for independent study. Therefore, this post also contains materials and references on how to install R, R Studio, and some basic concepts of programming.
- Post here: https://constantinyvesplessen.com/post/workshop_meta_analysis/
- Dataset and code here: https://osf.io/y9d2w/