MATLAB: An Introduction with Applications
MATLAB: An Introduction with Applications
6th Edition
ISBN: 9781119256830
Author: Amos Gilat
Publisher: John Wiley & Sons Inc
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8.104 Gas mileage of the Honda Civic. According to the
Environmental Protection Agency (EPA) Fuel Economy
Guide, the 2014 Honda Civic automobile obtains a mean of
36 miles per gallon (mpg) on the highway. Suppose Honda
claims that the EPA has underestimated the Civic's mile-
age. To support its assertion, the company selects n = 50
model 2014 Civic cars and records the mileage obtained
for each car over a driving course similar to the one used
by the EPA. The following data result: x = 38.3 mpg,
s = 6.4 mpg.
a. If Honda wishes to show that the mean mpg for 2014
Civic autos is greater than 36 mpg, what should the al-
ternative hypothesis be? the null hypothesis?
b. Do the data provide sufficient evidence to support
the auto manufacturer's claim? Test, using a = .05.
List any assumptions you make in conducting the
test.
c. Calculate the power of the test for the mean values of
36.5, 37.0, 37.5, 38.0, and 38.5, assuming that s = 6.4 is a
good estimate of σ.
d. Plot the power of the test on the vertical axis against
the mean on the horizontal axis. Draw a curve through
the points.
e. Use the power curve of part d to estimate the
power for the mean value = 37.75. Calculate the
power for this value of μ, and compare it with your
approximation.
f. Use the power curve to approximate the power of the
test when μ = 41. If the true value of the mean mpg
for this model is really 41, what (approximately) are the
chances that the test will fail to reject the null hypothe-
sis that the mean is 36?
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Transcribed Image Text:8.104 Gas mileage of the Honda Civic. According to the Environmental Protection Agency (EPA) Fuel Economy Guide, the 2014 Honda Civic automobile obtains a mean of 36 miles per gallon (mpg) on the highway. Suppose Honda claims that the EPA has underestimated the Civic's mile- age. To support its assertion, the company selects n = 50 model 2014 Civic cars and records the mileage obtained for each car over a driving course similar to the one used by the EPA. The following data result: x = 38.3 mpg, s = 6.4 mpg. a. If Honda wishes to show that the mean mpg for 2014 Civic autos is greater than 36 mpg, what should the al- ternative hypothesis be? the null hypothesis? b. Do the data provide sufficient evidence to support the auto manufacturer's claim? Test, using a = .05. List any assumptions you make in conducting the test. c. Calculate the power of the test for the mean values of 36.5, 37.0, 37.5, 38.0, and 38.5, assuming that s = 6.4 is a good estimate of σ. d. Plot the power of the test on the vertical axis against the mean on the horizontal axis. Draw a curve through the points. e. Use the power curve of part d to estimate the power for the mean value = 37.75. Calculate the power for this value of μ, and compare it with your approximation. f. Use the power curve to approximate the power of the test when μ = 41. If the true value of the mean mpg for this model is really 41, what (approximately) are the chances that the test will fail to reject the null hypothe- sis that the mean is 36?
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