A magazine provided results from a poll of 500 adults who were asked to identify their favorite pie. Among the 500 respon chose chocolate pie, and the margin of error was given as ±4 percentage poits. Describe what is meant by the statement that "the margin of error was given as ±4 percentage points." Choose the correct answer below. OA. The statement indicates that the study is only 4% confident that the true population percentage of people that prefer chocolate pie is exactly 13%. OB. The statement indicates that the study is 100% -4% = 96% confident that the true population percentage of people that prefer chocolate pie is 13%. OC. The statement indicates that the interval 13% ± 4% is likely to contain the true population percentage of people that prefer chocolate pie. OD. The statement indicates that the true population percentage of people that prefer chocolate pie is in the interval 13% ± 4%.

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### Understanding Margin of Error in Survey Results

A magazine provided results from a poll of 500 adults who were asked to identify their favorite pie. Among the 500 respondents, 13% chose chocolate pie, and the margin of error was given as ±4 percentage points. Let's understand what is meant by the statement that "the margin of error was given as ±4 percentage points."

The provided information indicates that the survey's result of 13% could reasonably be expected to vary by up to ±4 percentage points. This means the true percentage of the population who prefers chocolate pie could be as low as 9% or as high as 17%, given the sample results.

### Multiple-Choice Question

#### Choose the correct answer below:

**A.** The statement indicates that the study is only 4% confident that the true population percentage of people that prefer chocolate pie is exactly 13%.

**B.** The statement indicates that the study is 100% – 4% = 96% confident that the true population percentage of people that prefer chocolate pie is 13%.

**C.** The statement indicates that the interval 13% ± 4% is likely to contain the true population percentage of people that prefer chocolate pie.

**D.** The statement indicates that the true population percentage of people that prefer chocolate pie is in the interval 13% ± 4%.

#### Explanation:

When discussing the margin of error, the correct interpretation usually involves the confidence interval within which the true population parameter lies. Specifically, in this context:

- **A** is incorrect because it misinterprets the margin of error as representing a level of confidence.
- **B** is incorrect as it incorrectly subtracts the margin of error from 100% to derive a confidence level.
- **C** is correct because it properly interprets that the interval (13% ± 4%) is likely to contain the true population percentage of people who prefer chocolate pie.
- **D** is also correct in a similar sense as option C, but it simply confirms that the true population percentage is in the given interval.

The best answer in context is:

**C.** The statement indicates that the interval 13% ± 4% is likely to contain the true population percentage of people that prefer chocolate pie.
Transcribed Image Text:### Understanding Margin of Error in Survey Results A magazine provided results from a poll of 500 adults who were asked to identify their favorite pie. Among the 500 respondents, 13% chose chocolate pie, and the margin of error was given as ±4 percentage points. Let's understand what is meant by the statement that "the margin of error was given as ±4 percentage points." The provided information indicates that the survey's result of 13% could reasonably be expected to vary by up to ±4 percentage points. This means the true percentage of the population who prefers chocolate pie could be as low as 9% or as high as 17%, given the sample results. ### Multiple-Choice Question #### Choose the correct answer below: **A.** The statement indicates that the study is only 4% confident that the true population percentage of people that prefer chocolate pie is exactly 13%. **B.** The statement indicates that the study is 100% – 4% = 96% confident that the true population percentage of people that prefer chocolate pie is 13%. **C.** The statement indicates that the interval 13% ± 4% is likely to contain the true population percentage of people that prefer chocolate pie. **D.** The statement indicates that the true population percentage of people that prefer chocolate pie is in the interval 13% ± 4%. #### Explanation: When discussing the margin of error, the correct interpretation usually involves the confidence interval within which the true population parameter lies. Specifically, in this context: - **A** is incorrect because it misinterprets the margin of error as representing a level of confidence. - **B** is incorrect as it incorrectly subtracts the margin of error from 100% to derive a confidence level. - **C** is correct because it properly interprets that the interval (13% ± 4%) is likely to contain the true population percentage of people who prefer chocolate pie. - **D** is also correct in a similar sense as option C, but it simply confirms that the true population percentage is in the given interval. The best answer in context is: **C.** The statement indicates that the interval 13% ± 4% is likely to contain the true population percentage of people that prefer chocolate pie.
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