According to a study in a previous year, 55.0% of households nationwide used natural gas for heating during a year. Recently, a survey of 3,200 randomly selected households showed that 56.0% used natural gas. Use a 0.05 significance level to test the claim that the 55.0% national rate has changed. Formulate the null and alternative hypotheses. Choose the correct answer below. OA. Ho: p=0.55 Ha: p<0.55 ... OC. Ho: p0.55 Ha: p=0.55 O B. Ho: p=0.55 Ha: p>0.55 O D. Ho: p=0.55 Ha: p0.55

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**Hypothesis Testing: Natural Gas Usage Study**

According to a study in a previous year, 55.0% of households nationwide used natural gas for heating during a year. Recently, a survey of 3,200 randomly selected households showed that 56.0% used natural gas. Use a 0.05 significance level to test the claim that the 55.0% national rate has changed.

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Formulate the null and alternative hypotheses. Choose the correct answer below:

- **Option A**
  - \(H_0: p = 0.55\)
  - \(H_a: p < 0.55\)

- **Option B**
  - \(H_0: p = 0.55\)
  - \(H_a: p > 0.55\)

- **Option C**
  - \(H_0: p \neq 0.55\)
  - \(H_a: p = 0.55\)

- **Option D**
  - \(H_0: p = 0.55\)
  - \(H_a: p \neq 0.55\)

**Explanation:**

In this problem, we must determine whether the national rate of households using natural gas has changed from 55.0%. This involves formulating a hypothesis test with a significance level of 0.05.
Transcribed Image Text:**Hypothesis Testing: Natural Gas Usage Study** According to a study in a previous year, 55.0% of households nationwide used natural gas for heating during a year. Recently, a survey of 3,200 randomly selected households showed that 56.0% used natural gas. Use a 0.05 significance level to test the claim that the 55.0% national rate has changed. --- Formulate the null and alternative hypotheses. Choose the correct answer below: - **Option A** - \(H_0: p = 0.55\) - \(H_a: p < 0.55\) - **Option B** - \(H_0: p = 0.55\) - \(H_a: p > 0.55\) - **Option C** - \(H_0: p \neq 0.55\) - \(H_a: p = 0.55\) - **Option D** - \(H_0: p = 0.55\) - \(H_a: p \neq 0.55\) **Explanation:** In this problem, we must determine whether the national rate of households using natural gas has changed from 55.0%. This involves formulating a hypothesis test with a significance level of 0.05.
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