In a survey of 2583 adults, 1482 say they have started paying bills online in the last year. Construct a 99% confidence interval for the population proportion. Interpret the results. A 99% confidence interval for the population proportion is ( ). (Round to three decimal places as needed.) Interpret your results. Choose the correct answer below. O A. With 99% confidence, it can be said that the sample proportion of adults who say they have started paying bills online in the last year is between the endpoints of the given confidence interval. O B. ,The endpoints of the given confidence interval show that adults pay bills online 99% of the time. OC. With 99% confidence, it can be said that the population proportion of adults who say they have started paying bills online in the last year is between the endpoints of the given confidence interval.

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### Constructing a 99% Confidence Interval for Population Proportion

#### Problem Statement
In a survey of 2583 adults, 1482 say they have started paying bills online in the last year. Construct a 99% confidence interval for the population proportion and interpret the results.

#### Solution
A 99% confidence interval for the population proportion is \( ( \blacksquare , \blacksquare ) \) (Round to three decimal places as needed).

#### Interpretation of Results
Choose the correct answer below:

- **A.** With 99% confidence, it can be said that the sample proportion of adults who say they have started paying bills online in the last year is between the endpoints of the given confidence interval.
- **B.** The endpoints of the given confidence interval show that adults pay bills online 99% of the time.
- **C.** With 99% confidence, it can be said that the population proportion of adults who say they have started paying bills online in the last year is between the endpoints of the given confidence interval.

#### Explanation:
To construct the confidence interval, we use the formula for the confidence interval for a population proportion \( p \):

\[
CI = \hat{p} \pm Z_{\alpha/2} \sqrt{\frac{\hat{p}(1 - \hat{p})}{n}}
\]

Where:
- \(\hat{p}\) is the sample proportion, \( \hat{p} = \frac{1482}{2583} \)
- \( Z_{\alpha/2} \) is the critical value from the standard normal distribution for a 99% confidence level.
- \( n \) is the sample size, \( n = 2583 \)

Calculate \(\hat{p}\) and use the Z-value for 99% confidence level (approximately 2.576) to find the confidence interval.

Select the correct interpretation based on the constructed interval.
Transcribed Image Text:### Constructing a 99% Confidence Interval for Population Proportion #### Problem Statement In a survey of 2583 adults, 1482 say they have started paying bills online in the last year. Construct a 99% confidence interval for the population proportion and interpret the results. #### Solution A 99% confidence interval for the population proportion is \( ( \blacksquare , \blacksquare ) \) (Round to three decimal places as needed). #### Interpretation of Results Choose the correct answer below: - **A.** With 99% confidence, it can be said that the sample proportion of adults who say they have started paying bills online in the last year is between the endpoints of the given confidence interval. - **B.** The endpoints of the given confidence interval show that adults pay bills online 99% of the time. - **C.** With 99% confidence, it can be said that the population proportion of adults who say they have started paying bills online in the last year is between the endpoints of the given confidence interval. #### Explanation: To construct the confidence interval, we use the formula for the confidence interval for a population proportion \( p \): \[ CI = \hat{p} \pm Z_{\alpha/2} \sqrt{\frac{\hat{p}(1 - \hat{p})}{n}} \] Where: - \(\hat{p}\) is the sample proportion, \( \hat{p} = \frac{1482}{2583} \) - \( Z_{\alpha/2} \) is the critical value from the standard normal distribution for a 99% confidence level. - \( n \) is the sample size, \( n = 2583 \) Calculate \(\hat{p}\) and use the Z-value for 99% confidence level (approximately 2.576) to find the confidence interval. Select the correct interpretation based on the constructed interval.
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