As a follow-up to a report on gas consumption, a consumer group conducted a study of SUV owners to estimate the mean mileage for their vehicles. A simple random sample of 92
SUV owners was selected, and the owners were asked to report their highway mileage. The results that were summarized from the sample data were
x overbarxequals=19.9
mpg and
s=6.8
mpg. Based on these sample data, compute and interpret a
95%
confidence interval estimate for the mean highway mileage for SUVs.
The
95%
confidence interval is ____ mpg ----------- _____ mpg
(Round to one decimal place as needed. Use ascending order.)
Interpret this interval. Choose the correct answer below.
A.There is a
0.95
probability that the true mean highway mpg for SUVs falls in this range.
B.One can conclude with
95%
confidence that the true mean highway mpg for SUVs is in this range.
C.One can conclude with
95%
confidence that the sample mean highway mpg for SUVs is in this range.
D.One can conclude that the true mean highway mpg for SUVs will fall in this range
95%
of the time.
Solution :
degrees of freedom = n - 1 = 92 - 1 = 91
t/2,df = t0.025,91 = 1.986
Margin of error = E = t/2,df * (s /n)
= 1.986 * (6.8 / 92)
Margin of error = E = 1.4
The 95% confidence interval estimate of the population mean is,
± E
= 19.9 ± 1.4
= ( 18.5 mpg, 21.3 mpg )
B.One can conclude with 95% confidence that the true mean highway mpg for SUVs is in this range
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