In: Statistics and Probability
You are given the sample mean and the population standard deviation. Use this information to construct the 90% and 95% confidence intervals for the population mean. Interpret the results and compare the widths of the confidence intervals. If convenient, use technology to construct the confidence intervals. A random sample of 40 home theater systems has a mean price of $129.00. Assume the population standard deviation is $16.60.
Interpret the results. Choose the correct answer below.
A. With 90% confidence, it can be said that the population mean price lies in the first interval. With 95% confidence, it can be said that the population mean price lies in the second interval. The 95% confidence interval is narrower than the 90%.
B. With 90% confidence, it can be said that the sample mean price lies in the first interval. With 95% confidence, it can be said that the sample mean price lies in the second interval. The 95% confidence interval is wider than the 90%.
C. With 90% confidence, it can be said that the population mean price lies in the first interval. With 95% confidence, it can be said that the population mean price lies in the second interval. The 95% confidence interval is wider than the 90%.
The correct option is (C)
We have given a random sample of 40 home theater systems with sample mean and also we have given the population standard deviation .
Calculation for the 90% confidence interval for population mean
Width of 90% confidence interval:
Calculation for the 95% confidence interval for population mean
Width of 95% confidence interval:
Clearly by looking at the width calculated for the 90% and 95% confidence interval, the 95% confidence interval is wider than the 90%.