In: Statistics and Probability
A random sample of 30 Suffolk University employees had an average commute length of 13.5 miles, with a standard deviation of 7.5 miles. What is the 90% confidence interval for the mean commute length of all Suffolk employees? Use 4 non-zero decimal places in your calculations.
(a) Find the tα/2 , df
(b) Find σx
(c) Find the margin of error (MoE) and construct the confidence interval
Solution :
Given that,
Point estimate = sample mean = = 13.5
sample standard deviation = s = 7.5
sample size = n = 30
Degrees of freedom = df = n - 1 = 30 - 1 = 29
a) At 90% confidence level
= 1 - 90%
=1 - 0.90 =0.10
/2
= 0.05
t/2,df
= t0.05,29 = 1.699
b) s = s / n = 7.5 / 30 = 1.3693
c) Margin of error = E = t/2,df * s
= 1.699 * 1.3693
Margin of error = E = 2.33
The 90% confidence interval estimate of the population mean is,
± E
= 13.5 ± 2.33
= ( 11.17, 15.83 )