Question

In: Statistics and Probability

You are given the sample mean and the population standard deviation. Use this information to construct...

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 55 home theater systems has a mean price of ​$136.00. Assume the population standard deviation is ​$18.60.

a) The​ 90% confidence interval is ​____

b) The​ 95% confidence interval is ____

c) 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 wider 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 narrower than the​ 90%.

Solutions

Expert Solution

Result:

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 55 home theater systems has a mean price of ​$136.00. Assume the population standard deviation is ​$18.60.

a) The​ 90% confidence interval is ​ (131.8747, 140.1253)

Confidence Interval Estimate for the Mean

Data

Population Standard Deviation

18.6

Sample Mean

136

Sample Size

55

Confidence Level

90%

Intermediate Calculations

Standard Error of the Mean

2.5080

Z Value

1.645

Interval Half Width

4.1253

Confidence Interval

Interval Lower Limit

131.8747

Interval Upper Limit

140.1253

b) The​ 95% confidence interval is (131.0844, 140.9156)

Confidence Interval Estimate for the Mean

Data

Population Standard Deviation

18.6

Sample Mean

136

Sample Size

55

Confidence Level

95%

Intermediate Calculations

Standard Error of the Mean

2.5080

Z Value

1.9600

Interval Half Width

4.9156

Confidence Interval

Interval Lower Limit

131.0844

Interval Upper Limit

140.9156

c) 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 wider than the​ 90%.


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