Suppose that in a random selection of 100 colored candies, 23% of them are blue. The candy company c percentage of blue candies is equal to 21%. Use a 0.05 significance level to test that claim. Identify the null and alternative hypotheses for this test. Choose the correct answer below. A. Ho: p=0.21 H₁: p=0.21 OB. Ho: p=0.21 H₁: p>0.21 C. Ho: p=0.21

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**Hypothesis Testing: Example Problem**

In a random selection of 100 colored candies, it was found that 23% of them are blue. A candy company claims that the percentage of blue candies is equal to 21%. Using a significance level of 0.05, we will test this claim.

**Question: Identify the null and alternative hypotheses for this test. Choose the correct answer below.**

- **A.** \( H_0: p = 0.21 \)  
  \( H_1: p \neq 0.21 \)  *(Correct Answer)*

- **B.** \( H_0: p = 0.21 \)  
  \( H_1: p > 0.21 \)

- **C.** \( H_0: p \neq 0.21 \)  
  \( H_1: p = 0.21 \)

- **D.** \( H_0: p = 0.21 \)  
  \( H_1: p < 0.21 \)

**Next Step: Identify the test statistic for this hypothesis test.**

The test statistic for this hypothesis test is [ ].  
(Round to two decimal places as needed.)

**Explanation:**

This exercise involves hypothesis testing to verify a claim about the population proportion. The null hypothesis (\(H_0\)) assumes that the percentage of blue candies is 21% while the alternative hypothesis (\(H_1\)) tests whether this percentage is different from 21%. In this case, we choose option A, indicating a two-tailed test.
Transcribed Image Text:**Hypothesis Testing: Example Problem** In a random selection of 100 colored candies, it was found that 23% of them are blue. A candy company claims that the percentage of blue candies is equal to 21%. Using a significance level of 0.05, we will test this claim. **Question: Identify the null and alternative hypotheses for this test. Choose the correct answer below.** - **A.** \( H_0: p = 0.21 \) \( H_1: p \neq 0.21 \) *(Correct Answer)* - **B.** \( H_0: p = 0.21 \) \( H_1: p > 0.21 \) - **C.** \( H_0: p \neq 0.21 \) \( H_1: p = 0.21 \) - **D.** \( H_0: p = 0.21 \) \( H_1: p < 0.21 \) **Next Step: Identify the test statistic for this hypothesis test.** The test statistic for this hypothesis test is [ ]. (Round to two decimal places as needed.) **Explanation:** This exercise involves hypothesis testing to verify a claim about the population proportion. The null hypothesis (\(H_0\)) assumes that the percentage of blue candies is 21% while the alternative hypothesis (\(H_1\)) tests whether this percentage is different from 21%. In this case, we choose option A, indicating a two-tailed test.
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