Vaughn Medina
05/30/2023 · Junior High School
Motorcycle Noise \( A \) recent study of 49 motorcycles found that the average noise pollution in decibels is 90 . If the population standard deviation is 4.2 decibels, find the \( 91 \% \) confidence interval for the mean. Round answers to the nearest whole decibel. Round intermediate answers to two decimal places. We are \( 91 \% \) confident that the mean noise pollution level is between
UpStudy ThothAI Solution
Tutor-Verified Answer
Step-by-step Solution
To find the \( 91\% \) confidence interval for the mean noise pollution level of motorcycles, we can use the formula for the confidence interval for the mean when the population standard deviation is known:
\[
\text{Confidence Interval} = \bar{x} \pm z \left( \frac{\sigma}{\sqrt{n}} \right)
\]
Where:
- \(\bar{x}\) is the sample mean,
- \(z\) is the z-score corresponding to the desired confidence level,
- \(\sigma\) is the population standard deviation,
- \(n\) is the sample size.
Given:
- \(\bar{x} = 90\) decibels,
- \(\sigma = 4.2\) decibels,
- \(n = 49\).
### Step 1: Find the z-score for \( 91\% \) confidence level
To find the z-score for a \( 91\% \) confidence level, we need to find the critical value that leaves \( 4.5\% \) in each tail (since \( 100\% - 91\% = 9\% \) and half of that is \( 4.5\% \)).
Using a z-table or calculator, the z-score for \( 0.945 \) (which is \( 1 - 0.045 \)) is approximately \( 1.695 \).
### Step 2: Calculate the standard error
The standard error (SE) is calculated as follows:
\[
SE = \frac{\sigma}{\sqrt{n}} = \frac{4.2}{\sqrt{49}} = \frac{4.2}{7} = 0.6
\]
### Step 3: Calculate the margin of error
Now, we can calculate the margin of error (ME):
\[
ME = z \cdot SE = 1.695 \cdot 0.6 \approx 1.017
\]
### Step 4: Calculate the confidence interval
Now we can calculate the confidence interval:
\[
\text{Lower limit} = \bar{x} - ME = 90 - 1.017 \approx 88.98 \quad \text{(round to 89)}
\]
\[
\text{Upper limit} = \bar{x} + ME = 90 + 1.017 \approx 91.02 \quad \text{(round to 91)}
\]
### Conclusion
We are \( 91\% \) confident that the mean noise pollution level is between **89** and **91** decibels.
Quick Answer
The \( 91\% \) confidence interval for the mean noise pollution level is between 89 and 91 decibels.
Answered by UpStudy AI and reviewed by a Professional Tutor
UpStudy ThothAI
Self-Developed and Ever-Improving
Thoth AI product is constantly being upgraded and optimized.
Covers All Major Subjects
Capable of handling homework in math, chemistry, biology, physics, and more.
Instant and Accurate
Provides immediate and precise solutions and guidance.
Try Now
Ask Tutors
Ask AI
10x
Fastest way to Get Answers & Solutions
By text
Enter your question here…
By image
Re-Upload
Submit