Objective
Just as classical statistics employs non-parametric tests when the assumption for the parametric equivalent test, the same holds in Bayesian statistics.
Topics
- Signed-Ranks Test
- Mann-Whitney Test
- Contrasts
- Kendall’s Tau Test
- Gamma Test
- McNemar’s, Sign, and Median Tests
References
Kruschke, J. K. (2015) Doing Bayesian data analysis. 2nd Ed. Elsevier
https://sites.google.com/site/doingbayesiandataanalysis/
Chechile, R. A., Barch, D. H. Jr. (2025) Distribution-free Bayesian analyses with the DFBA statistical package
https://link.springer.com/article/10.3758/s13428-025-02605-6