Setting the probability of familywise error is the first step when making a decision about the null hypothesis using the Tukey test.

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The Tukey test is a post-hoc analysis used after ANOVA to find which means are significantly different, and it controls the familywise error rate, which is the probability of making one or more Type I errors among all the hypotheses tested.

Setting the Probability of Familywise Error Is the First Step