A professor samples 9 random SVC students and record their commute times. She finds that the average commute time of the 9 students is 13.6 minutes with a standard deviation of 4.01 minutes. She also finds that the commute times look like they come from a normal distribution.Find a 80% confidence interval for the mean commute time of all SVC students.(,) Round to three decimal places.
Question
A professor samples 9 random SVC students and record their commute times. She finds that the average commute time of the 9 students is 13.6 minutes with a standard deviation of 4.01 minutes. She also finds that the commute times look like they come from a normal distribution.Find a 80% confidence interval for the mean commute time of all SVC students.(,) Round to three decimal places.
Solution
To find the 80% confidence interval for the mean commute time of all SVC students, we will use the t-distribution because the sample size is small (n = 9) and the population standard deviation is unknown.
Step 1: Identify the sample mean (), sample standard deviation (s), and sample size (n).
- minutes
- minutes
Step 2: Determine the degrees of freedom (df).
Step 3: Find the t-value for an 80% confidence interval with 8 degrees of freedom.
- For an 80% confidence interval, the confidence level is 0.80, and the significance level () is 0.20. Since the confidence interval is two-tailed, we divide by 2, giving us 0.10 in each tail.
- Using a t-table or calculator, the t-value for 8 degrees of freedom and 0.10 in each tail is approximately 1.397.
Step 4: Calculate the standard error of the mean (SE).
Step 5: Calculate the margin of error (ME).
Step 6: Determine the confidence interval.
- Lower limit =
- Upper limit =
Therefore, the 80% confidence interval for the mean commute time of all SVC students is approximately (11.732, 15.468) minutes.
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