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When should we reject the null-hypothesis?

Null-Hypothesis.

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Set the significance level, , the probability of making a Type I error to be small — 0.01, 0.05, or 0.10. Compare the P-value to. If the P-value is less than (or equal to), reject the null hypothesis in favor of the alternative hypothesis. If the P-value is greater than, do not reject the null hypothesis.