Step 1 :We are given that the sample mean wake time after treatment, denoted as \(\bar{x}\), is 74.6 minutes. The standard deviation of the sample, denoted as \(\sigma\), is 20.9 minutes. The sample size, denoted as \(n\), is 18. We are asked to construct a 99% confidence interval for the mean wake time after treatment.
Step 2 :The formula for a confidence interval is \(\bar{x} \pm Z_{\alpha/2} \cdot \frac{\sigma}{\sqrt{n}}\), where \(Z_{\alpha/2}\) is the Z-score corresponding to the desired confidence level. For a 99% confidence level, \(Z_{\alpha/2}\) is approximately 2.576.
Step 3 :Substituting the given values into the formula, we get \(74.6 \pm 2.576 \cdot \frac{20.9}{\sqrt{18}}\).
Step 4 :Calculating the margin of error, we get approximately 12.7 minutes.
Step 5 :Subtracting and adding the margin of error from the sample mean, we get the 99% confidence interval for the mean wake time after treatment as approximately (61.9 minutes, 87.3 minutes).
Step 6 :This means that we are 99% confident that the true mean wake time after treatment for the population is between 61.9 minutes and 87.3 minutes.
Step 7 :\(\boxed{61.9 \min <\mu<87.3 \min}\) is the final answer.