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In hypothesis testing, stating the alternative hypothesis is the first stepSelect one:TrueFalse

Question

In hypothesis testing, stating the alternative hypothesis is the first step

Select one:
True
False

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Solution

Analysis of the Statement

  1. Understanding Hypothesis Testing: In hypothesis testing, there are two main hypotheses: the null hypothesis (denoted as H0 H_0 ) and the alternative hypothesis (denoted as H1 H_1 or Ha H_a ). The null hypothesis typically represents a statement of no effect or no difference, while the alternative hypothesis represents what we aim to prove.

  2. Process of Hypothesis Testing: The standard procedure for hypothesis testing usually begins with formulating both the null hypothesis and the alternative hypothesis. However, the null hypothesis is often presented first to create a baseline for comparison.

Conclusion

In hypothesis testing, while it is crucial to define the alternative hypothesis, traditionally, the null hypothesis is stated first. Therefore, the assertion that stating the alternative hypothesis is the first step is False.

Final Answer

False

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