In: Statistics and Probability
In a random sample of eleven people, the mean driving distance to work was 23.3 miles and the standard deviation was 5.4 miles. Assume the population is normally distributed and use the t-distribution to find the margin of error and construct a 95% confidence interval for the population mean μ. Interpret the results. Identify the margin of error.
(round to one decimal place)
Solution :
Given that,
= 23.3
s =5.4
n =11
Degrees of freedom = df = n - 1 =11 - 1 = 10
a ) At 95% confidence level the t is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2= 0.05 / 2 = 0.025
t /2,df = t0.025,10 =2.228 ( using student t table)
Margin of error = E = t/2,df * (s /n)
= 2.228* (5.4 / 11)
= 3.6
The 95% confidence interval estimate of the population mean is,
- E < < + E
23.3 - 3.6 < < 23.3+ 3.6
19.7 < < 26.9
(19.7 , 26.9 )