What is the alternative hypothesis, \( H_{2} \), for this situation? \( \mu<10 \) \( \mu>10 \) \( \mu=10 \) \( \mu \neq 10 \) DONE
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The Deep Dive
In hypothesis testing, the alternative hypothesis represents a statement that contradicts the null hypothesis. For the scenario where the null hypothesis implies \( \mu = 10 \), the alternative hypothesis would suggest that the population mean is either less than or greater than 10. This means if you believe that the mean could differ from 10, then your alternative hypothesis would be \( \mu \neq 10 \), indicating a two-tailed test. However, if you specifically think that the population mean is greater than 10, then the alternative hypothesis would be \( \mu > 10 \). In this case, the choice between most relevant alternatives depends on your research question or what you specifically aim to test against the null.