In-Depth 2: Comparison of Indices of Effect Existence and SignificanceSource:
This vignette can be referred to by citing the following:
- Makowski, D., Ben-Shachar, M. S., & Lüdecke, D. (2019). bayestestR: Describing Effects and their Uncertainty, Existence and Significance within the Bayesian Framework. Journal of Open Source Software, 4(40), 1541. https://doi.org/10.21105/joss.01541
- Makowski, D., Ben-Shachar, M. S., Chen, S. H. A., & Lüdecke, D. (2019). Indices of Effect Existence and Significance in the Bayesian Framework. Frontiers in Psychology 2019;10:2767. 10.3389/fpsyg.2019.02767
A comparison of different Bayesian indices (pd, BFs, ROPE etc.) is accessible here.
But, in case you don’t wish to read the full article, the following table summarizes the key takeaways!
If you have any advice, opinion or such, we encourage you to let us know by opening an discussion thread or making a pull request.