Questions: Suppose the standard deviation of the ages of all Florida panthers is 13.7 years. Let x̄ be the mean age for a sample of a certain number of Florida panthers. What sample size will give the standard deviation of x̄ equal to 0.8 years?
Round the solution up to the nearest whole number, if necessary.
n = □
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Chapter 7 Homework
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Question 7
Suppose the standard deviation of the ages of all Florida panthers is 13.7 years. Let $\bar{x}$ be the mean age for a sample of a certain number of Florida panthers. What sample size will give the standard deviation of $\bar{x}$ equal to 0.8 years?
Round the solution up to the nearest whole number, if necessary.
\[
n=\square
\]
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Solution
Solution Steps
Step 1: Given Information
We are provided with the following information:
The standard deviation of the ages of all Florida panthers is \( \sigma = 13.7 \) years.
The desired standard deviation of the sample mean is \( \sigma_{\bar{x}} = 0.8 \) years.
Step 2: Formula for Sample Size
To find the required sample size \( n \), we use the formula for the standard deviation of the sampling distribution of the sample mean:
\[
\sigma_{\bar{x}} = \frac{\sigma}{\sqrt{n}}
\]
Rearranging this formula to solve for \( n \):
\[
n = \left(\frac{\sigma}{\sigma_{\bar{x}}}\right)^2
\]
Step 3: Substitute Values
Substituting the known values into the formula:
\[
n = \left(\frac{13.7}{0.8}\right)^2
\]
Step 4: Calculate Sample Size
Calculating the value:
\[
n = \left(17.125\right)^2 = 293.281625
\]
Step 5: Round Up
Since the sample size must be a whole number, we round up to the nearest whole number:
\[
n = 294
\]
Final Answer
The required sample size to achieve a standard deviation of the sample mean equal to 0.8 years is