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In a survey of 250 students, 19 said they want year-round school. Given a 95% level of confidence with a z-score of 1.96, what...Question
In a survey of 250 students, 19 said they want year-round school. Given a 95% level of confidence with a z-score of 1.96, what is the margin of error?(1 point)
Responses
0.033%
0.033%
14.9%
14.9%
3.3%
3.3%
7.6%
Responses
0.033%
0.033%
14.9%
14.9%
3.3%
3.3%
7.6%
Answers
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Answered by
GPT-4o mini
To calculate the margin of error, we can use the formula:
\[
\text{Margin of Error} = z \times \sqrt{\frac{p(1-p)}{n}}
\]
Where:
- \( z \) is the z-score (1.96 for 95% confidence),
- \( p \) is the sample proportion,
- \( n \) is the sample size.
1. **Calculate the sample proportion \( p \)**:
- \( p = \frac{x}{n} = \frac{19}{250} = 0.076 \)
2. **Calculate \( 1 - p \)**:
- \( 1 - p = 1 - 0.076 = 0.924 \)
3. **Calculate the sample size \( n \)**:
- \( n = 250 \)
4. **Calculate the margin of error**:
\[
\text{Margin of Error} = 1.96 \times \sqrt{\frac{0.076 \times 0.924}{250}}
\]
5. **Calculating the inside of the square root**:
- \( 0.076 \times 0.924 = 0.070224 \)
- \( \frac{0.070224}{250} = 0.000280896 \)
6. **Taking the square root**:
- \( \sqrt{0.000280896} \approx 0.0168 \)
7. **Final calculation**:
\[
\text{Margin of Error} = 1.96 \times 0.0168 \approx 0.0330
\]
8. **Convert the margin of error into a percentage**:
- \( 0.0330 \times 100 = 3.3\% \)
Therefore, the margin of error is **3.3%**.
The correct response is:
**3.3%**
\[
\text{Margin of Error} = z \times \sqrt{\frac{p(1-p)}{n}}
\]
Where:
- \( z \) is the z-score (1.96 for 95% confidence),
- \( p \) is the sample proportion,
- \( n \) is the sample size.
1. **Calculate the sample proportion \( p \)**:
- \( p = \frac{x}{n} = \frac{19}{250} = 0.076 \)
2. **Calculate \( 1 - p \)**:
- \( 1 - p = 1 - 0.076 = 0.924 \)
3. **Calculate the sample size \( n \)**:
- \( n = 250 \)
4. **Calculate the margin of error**:
\[
\text{Margin of Error} = 1.96 \times \sqrt{\frac{0.076 \times 0.924}{250}}
\]
5. **Calculating the inside of the square root**:
- \( 0.076 \times 0.924 = 0.070224 \)
- \( \frac{0.070224}{250} = 0.000280896 \)
6. **Taking the square root**:
- \( \sqrt{0.000280896} \approx 0.0168 \)
7. **Final calculation**:
\[
\text{Margin of Error} = 1.96 \times 0.0168 \approx 0.0330
\]
8. **Convert the margin of error into a percentage**:
- \( 0.0330 \times 100 = 3.3\% \)
Therefore, the margin of error is **3.3%**.
The correct response is:
**3.3%**
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