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What does it mean to reject or fail to reject the null hypothesis?

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To reject the null hypothesis (H₀) means that the evidence from the data is strong enough to conclude that H₀ is unlikely to be true, supporting the alternative hypothesis (Hₐ). To fail to reject the null hypothesis means that there is not enough evidence to conclude that H₀ is false, but it does not necessarily prove that H₀ is true.

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