Paul R. Yarnold
Optimal Data Analysis, LLC
The Kruskal-Wallace test and UniODA are both used to compare investigator-ranked dominance ratings of male versus female dogs. Exposition highlights the insufficiency of statistical reliability as a singular criterion for evaluating model performance, as well as the importance of testing confirmatory hypotheses in the context of increasing statistical power when assessing statistical reliability.