In: Statistics and Probability
A cruise company would like to estimate the average beer consumption to plan its beer inventory levels on future seven-day cruises. (The ship certainly doesn't want to run out of beer in the middle of the ocean!) The average beer consumption over 19 randomly selected seven-day cruises was 81,838 bottles with a sample standard deviation of 4,568 bottles. Complete parts a and b below.
a. Construct a 95% confidence interval to estimate the average beer consumption per cruise.
The 95% confidence interval to estimate the average beer consumption per cruise is from a lower limit of________ bottles to an upper limit of__________ bottles.
Solution :
Given that,
= 81838
s =4568
n = Degrees of freedom = df = n - 1 = 19- 1 = 18
a ) At 95% confidence level the t is ,
= 1 - 95% = 1 - 0.95 = 0.05
/ 2 = 0.05 / 2 = 0.025
t /2,df = t0.025,18 = 2.101
Margin of error = E = t/2,df * (s /n)
= 2.101* ( 4568/ 19)
=2201.7872
The 95% confidence interval estimate of the population mean is,
- E < < + E
81838 - 2201.7872< < 81838+ 2201.7872
79636.2128 < < 84039.7872
(lower limit =79636.2128 , upper limit= 84039.7872 )