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. Which interval is wider? If convenient, use technology to construct the confidence intervals.
A random sample of 49 gas grills has a mean price of $631.60. Assume the population standard deviation is $55.70.
Solution :
Given that,
=631.60
= 55.70
n = 49
a ) At 90% confidence level the z is ,
= 1 - 90% = 1 - 0.90 = 0.10
/ 2 = 0.10 / 2 = 0.05
Z/2 = Z0.05 = 1.645
Margin of error = E = Z/2* (/n)
= 1.645 * (55.70 / 49 )
= 13.10
At 95% confidence interval estimate of the population mean is,
- E < < + E
631.60 - 13.10 < < 631.60 + 13.10
59.8 < < 644.70
(618.50, 644.70 )
b ) At 95% confidence level the z is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2 = 0.05 / 2 = 0.025
Z/2 = Z0.025 = 1.960
Margin of error = E = Z/2* (/n)
= 1.960 * (55.70 / 49 )
= 15.60
At 95% confidence interval estimate of the population mean is,
- E < < + E
631.60 - 15.60 < < 631.60 + 15.60
616.00 < < 647.20
(616.00, 647.20 )
95% confidence interval is wider