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Suppose in that underlying hidden reality the alternative hypothesis is actually true. A hypothesis test is conducted, but it fails to reject the null hypothesis,

Suppose in that underlying hidden reality the alternative hypothesis is actually true. A hypothesis test is conducted, but it fails to reject the null hypothesis, why?

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