In: Statistics and Probability
In a random sample of 60 computers, the mean repair cost was $120 with a standard deviation of $30. Construct the 95% confidence interval for the population mean repair cost.
Solution :
Given that,
Point estimate = sample mean = = $120
sample standard deviation = s = $30
sample size = n = 60
Degrees of freedom = df = n - 1 =60-1=59
At 95% confidence level the t is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2 = 0.05 / 2 = 0.025
t /2,df = t0.025,59 = 2.001
Margin of error = E = t/2,df * (s /n)
= 2.001* (30 / 60)
E = 7.7
The 95% confidence interval estimate of the population mean is,
- E < < + E
120 - 7.7 < < 120 + 7.7
112.3 < < 127.7
(112.3,127.7) The 95% confidence interval for the population mean is ($112.3,$127.7)