Questions: Question 8
1 pt
1
97
Details
A sample of 50 ravens taken from a park in Richmond has a mean mass of 520.1 g with a standard deviation of 92.1 g. Find the 93% confidence interval of the mean mass of all the ravens in the park. Round your endpoints to 4 decimal places.
E=
Transcript text: Question 8
1 pt
1
97
Details
A sample of 50 ravens taken from a park in Richmond has a mean mass of 520.1 g with a standard deviation of 92.1 g . Find the $93 \%$ confidence interval of the mean mass of all the ravens in the park. Round your endpoints to 4 decimal places.
\[
E=
\]
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Solution
Solution Steps
Step 1: Given Data
We have a sample of 50 ravens with the following statistics:
Sample mean (\(\bar{x}\)): \(520.1 \, \text{g}\)
Sample standard deviation (\(s\)): \(92.1 \, \text{g}\)
Sample size (\(n\)): \(50\)
Confidence level: \(93\%\)
Step 2: Calculate the Z-Score
For a \(93\%\) confidence level, the significance level (\(\alpha\)) is:
\[
\alpha = 1 - 0.93 = 0.07
\]
Since this is a two-tailed test, we divide \(\alpha\) by \(2\):
\[
\frac{\alpha}{2} = 0.035
\]
Using a Z-table or calculator, the Z-score corresponding to \(0.035\) in the upper tail is approximately \(1.8119\).
Step 3: Calculate the Margin of Error
The margin of error (\(E\)) is calculated using the formula:
\[
E = z \cdot \frac{s}{\sqrt{n}}
\]
Substituting the values:
\[
E = 1.8119 \cdot \frac{92.1}{\sqrt{50}} \approx 1.8119 \cdot 13.007 \approx 23.54
\]
Step 4: Calculate the Confidence Interval
The confidence interval is given by:
\[
\bar{x} \pm E
\]
Calculating the endpoints:
\[
\text{Lower limit} = 520.1 - 23.54 \approx 496.56
\]
\[
\text{Upper limit} = 520.1 + 23.54 \approx 543.64
\]
Step 5: Round the Endpoints
Rounding the endpoints to four decimal places:
Lower limit: \(496.5\)
Upper limit: \(543.7\)
Final Answer
The \(93\%\) confidence interval for the mean mass of all ravens in the park is:
\[
\boxed{(496.5, 543.7)}
\]