In: Statistics and Probability
In a random sample of six microwave ovens, the mean repair cost was $75.00 and the standard deviation was $11.00. Assume the population is normally distributed and use a t-distribution to construct a 99% confidence interval for the population mean μ. What is the margin of error of μ? Interpret the results.
Solution :
Given that,
Point estimate = sample mean = = 75
sample standard deviation = s = 11
sample size = n = 6
Degrees of freedom = df = n - 1 = 6 - 1 = 5
At 99% confidence level the t is ,
= 1 - 99% = 1 - 0.99 = 0.01
/ 2 = 0.01 / 2 = 0.005
t /2,df = t0.005,5 = 4.032
Margin of error = E = t/2,df * (s /n)
= 4.032 * (11 / 6)
= 18.1
Margin of error = E = 18.1
The 99% confidence interval estimate of the population mean is,
- E < < + E
75 - 18.1 < < 75 + 18.1
56.9 < < 93.1
(56.9 , 93.1)