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Answers for “基于 $\alpha$ 如何分配拒绝域?”

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The significance level α\alpha controls the chance of rejecting a true null hypothesis. It defines the probability of making a Type I error, which is rejecting H0H_0 when it is actually true.

Conditions: The test is conducted under the null model.; α\alpha is the pre-specified significance level.

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A one-tailed test allocates the entire significance level α\alpha to its designated tail. Unlike a two-tailed test which splits α\alpha into α/2\alpha/2 for each tail, a one-tailed test places all of α\alpha in either the left or the right tail, depending on the direction specified by the alternative hypothesis.

Conditions: The test is one-tailed.; The significance level is α\alpha.; The direction is specified by the alternative hypothesis (<< or >>).