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What is the alternative hypothesis, \( H_{2} \), for this situation? \( \mu<10 \) \( \mu>10 \) \( \mu=10 \) \( \mu \neq 10 \) DONE

Ask by Morrison Ray. in the United States
Feb 25,2025

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The alternative hypothesis \( H_{2} \) is \( \mu \neq 10 \).

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To determine the alternative hypothesis \( H_{2} \) for the given situation, we need to understand the context of hypothesis testing. 1. **Null Hypothesis (\( H_{0} \))**: This is typically a statement of no effect or no difference. In this case, it could be \( H_{0}: \mu = 10 \). 2. **Alternative Hypothesis (\( H_{2} \))**: This is what you want to test for. It represents a statement that contradicts the null hypothesis. Given the options: - \( \mu < 10 \) - \( \mu > 10 \) - \( \mu = 10 \) - \( \mu \neq 10 \) If we assume the null hypothesis is \( H_{0}: \mu = 10 \), then the alternative hypothesis would be that the mean is not equal to 10, which is represented by: \[ H_{2}: \mu \neq 10 \] Thus, the correct alternative hypothesis \( H_{2} \) for this situation is: \[ H_{2}: \mu \neq 10 \]

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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.

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