Scheffe's test is the best post-hoc to use after a statistically significant one-way ANOVA.

Name: Scheffe's test is the best post-hoc to use after a statistically significant one-way ANOVA.
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Scheffe's test is a post-hoc test that is used to compare all possible pairs of means after a statistically significant one-way ANOVA. It is considered to be the best post-hoc test to use because it is the most powerful test, meaning that it is the most likely to detect a difference between means when one exists.

Scheffe's Test Is the Best Post-Hoc to Use After a Statistically