A magazine provided results from a poll of 2000 adults who were asked to identify their favorite pie. Among the 2000 respondents, 12% chose chocolate pie, and the nargin of error was given as +3 percentage points. Given specific sample data, which confidence interval is wider: the 90% confidence interval or the 80% confidence nterval? Why is it wider? ..... Choose the correct answer below. OA. An 80% confidence interval must be wider than a 90% confidence interval in order to be more confident that it captures the true value of the population proportion. OB. A90% confidence interval must be wider than an 80% confidence interval in order to be more confident that it captures the true value of the population proportion. OC. A 90% confidence interval must be wider than an 80% confidence interval because it contains 90% of the true population parameters, while the 80% confidence interval only contains 80% of the true population parameters. OD. An 80% confidence interval must be wider than a 90% confidence interval because it contains 100% - 80% = 20% of the true population parameters, while the 90% confidence interval only contains 100% - 90% = 10% of the true population parameters.
A magazine provided results from a poll of 2000 adults who were asked to identify their favorite pie. Among the 2000 respondents, 12% chose chocolate pie, and the nargin of error was given as +3 percentage points. Given specific sample data, which confidence interval is wider: the 90% confidence interval or the 80% confidence nterval? Why is it wider? ..... Choose the correct answer below. OA. An 80% confidence interval must be wider than a 90% confidence interval in order to be more confident that it captures the true value of the population proportion. OB. A90% confidence interval must be wider than an 80% confidence interval in order to be more confident that it captures the true value of the population proportion. OC. A 90% confidence interval must be wider than an 80% confidence interval because it contains 90% of the true population parameters, while the 80% confidence interval only contains 80% of the true population parameters. OD. An 80% confidence interval must be wider than a 90% confidence interval because it contains 100% - 80% = 20% of the true population parameters, while the 90% confidence interval only contains 100% - 90% = 10% of the true population parameters.
MATLAB: An Introduction with Applications
6th Edition
ISBN:9781119256830
Author:Amos Gilat
Publisher:Amos Gilat
Chapter1: Starting With Matlab
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Problem 1P
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Transcribed Image Text:**Poll Results Interpretation: Confidence Intervals**
A magazine shared findings from a survey conducted with 2000 adults, who were questioned about their favorite pie. Of these, 12% preferred chocolate pie. The margin of error for this survey is ± 3 percentage points.
**Question and Explanation:**
Given specific sample data, you need to determine which confidence interval is wider: the 90% confidence interval or the 80% confidence interval, and explain why.
**Choose the correct answer below:**
- **A.** An 80% confidence interval must be wider than a 90% confidence interval in order to be more confident that it captures the true value of the population proportion.
- **B.** A 90% confidence interval must be wider than an 80% confidence interval in order to be more confident that it captures the true value of the population proportion.
- **C.** A 90% confidence interval must be wider than an 80% confidence interval because it contains 90% of the true population parameters, while the 80% confidence interval only contains 80% of the true population parameters.
- **D.** An 80% confidence interval must be wider than a 90% confidence interval because it contains \(100\% - 80\% = 20\%\) of the true population parameters, while the 90% confidence interval only contains \(100\% - 90\% = 10\%\) of the true population parameters.
**Correct Explanation:**
The correct answer is **C**. A 90% confidence interval is wider than an 80% confidence interval because it encompasses a larger portion of the true population parameters, providing a higher certainty that the interval contains the actual population value. This greater confidence results in a wider range.
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