An automobile dealer conducted a test to determine if the time in minutes needed to complete a minor engine tune-up depends on whether a computerized engine analyzer or an electronic analyzer is used. Because tune-up time varies among compact, intermediate, and full-sized cars, the three types of cars were used as blocks in the experiment. The data obtained follow.
Analyzer | |||
---|---|---|---|
Computerized | Electronic | ||
Car | Compact | 51 | 42 |
Intermediate | 55 | 43 | |
Full-sized | 62 | 47 |
Use α = 0.05 to test for any significant differences.
A) State the null and alternative hypotheses.
H0: μComputerized =
μElectronic = μCompact =
μIntermediate =
μFull-sized
Ha: Not all the population means are equal.
H0: μCompact =
μIntermediate =
μFull-sized
Ha: μCompact ≠
μIntermediate ≠
μFull-sized
H0: μComputerized =
μElectronic
Ha: μComputerized ≠
μElectronic
H0: μCompact ≠
μIntermediate ≠
μFull-sized
Ha: μCompact =
μIntermediate =
μFull-sized
H0: μComputerized ≠
μElectronic
Ha: μComputerized =
μElectronic
B) Find the value of the test statistic. (Round your answer to two decimal places.) ____
C) Find the p-value. (Round your answer to three decimal places.)
p-value = ____
D) State your conclusion.
Reject H0. There is sufficient evidence to conclude that the mean tune-up times are not the same for both analyzers.
Reject H0. There is not sufficient evidence to conclude that the mean tune-up times are not the same for both analyzers.
Do not reject H0. There is sufficient evidence to conclude that the mean tune-up times are not the same for both analyzers.
Do not reject H0. There is not sufficient evidence to conclude that the mean tune-up times are not the same for both analyzers.
The statistical software output for this problem is:
Hence,
a) Hypotheses:
H0: μCompact = μIntermediate =
μFull-sized
Ha: μCompact ≠ μIntermediate ≠
μFull-sized
b) Test statistic = 0.09
c) p - Value = 0.958
d) Do not reject H0. There is not sufficient evidence to conclude that the mean tune-up times are not the same for both analyzers. Option D is correct.
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