A car manufacturer advertises that its new ‘ultra-green’ car obtains on average 100 miles per gallon (mpg). A consumer advocacy group tested a sample of 25 cars. Each car was driven the same distance in similar conditions, and the following results on mpg were recorded:
112 |
111 |
85 |
88 |
99 |
96 |
83 |
87 |
101 |
102 |
113 |
93 |
102 |
92 |
96 |
79 |
117 |
113 |
90 |
78 |
98 |
89 |
99 |
102 |
96 |
Using Descriptive Statistics of Data Analysis of Excel with a 90% confidence level, the following incomplete output is available:
Mean |
96.84 |
Standard Deviation |
10.79228119 |
Sample Variance |
116.4733333 |
Count |
25 |
Confidence Level(90.0%) |
3.692864099 |
a. The margin of error of the 90% confidence interval for the mean mpg of all new ‘ultra-green’ cars is
(Remember that Excel actually shows the margin of error of the confidence interval for the assumed confidence level of 90%)
b. The 90% confidence interval for the mean mpg of all new ‘ultra-green’ cars is
c. What is the sample proportion of the ‘ultra-green’ cars that obtain over 100 mpg?
d. What is the margin of error of the 90% confidence interval for the proportion of all new ‘ultra-green’ cars that obtain over 100 mpg?
SolutionA:
margin of error can be found using excel as
=CONFIDENCE.T(0.1;10.79228119;25)
=3.692864
SolutionB:90% confidence interval for mean is
mean-MOE,mean+MOE
=96.84-3.692864,and 96.84+3.692864
=93.14714,100.5329
The 90% confidence interval for the mean mpg of all new ‘ultra-green’ cars lies in between
93.14714 and 100.5329
Solutionc:
sample proportion=9/25=0.36
Solutiond:
the margin of error of the 90% confidence interval for the proportion of all new ‘ultra-green’ cars that obtain over 100 mpg?
MOE=Z*sqrt(p^(-p^)/n
=1.645*sqrt(0.36*(1-0.36)/25)
=0.15792
ANSWER:0.15792
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