In-Depth 2: Comparison of Indices of Effect Existence and Significance

Source: vignettes/indicesExistenceComparison.Rmd

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

Indices of Effect Existence and Significance in the Bayesian Framework

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!

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