True or false? In hypothesis testing you always present two sets of hypotheses.
Question
True or false?
In hypothesis testing you always present two sets of hypotheses.
Solution
Explanation of the Statement
In hypothesis testing, we generally formulate two competing hypotheses: the null hypothesis and the alternative hypothesis.
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Null Hypothesis (H₀): This is the hypothesis that there is no effect or no difference. It serves as the default or baseline assumption that we seek to test.
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Alternative Hypothesis (H₁ or Hₐ): This hypothesis represents what we are trying to provide evidence for; it suggests that there is an effect or a difference.
Conclusion
The statement is True. In hypothesis testing, you typically present both a null hypothesis and an alternative hypothesis, which are essential for conducting statistical tests and making decisions based on data analysis.
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