In: Statistics and Probability
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 | 50 | 42 |
Intermediate | 57 | 45 | |
Full-sized | 61 | 45 |
Use α = 0.05 to test for any significant differences.
State the null and alternative hypotheses.
H0: μCompact ≠
μIntermediate ≠
μFull-sized
Ha: μCompact =
μIntermediate =
μFull-sizedH0:
μComputerized ≠
μElectronic
Ha: μComputerized =
μElectronic H0:
μCompact = μIntermediate =
μFull-sized
Ha: μCompact ≠
μIntermediate ≠
μFull-sizedH0:
μComputerized =
μElectronic
Ha: μComputerized ≠
μElectronicH0:
μComputerized = μElectronic
= μCompact = μIntermediate
= μFull-sized
Ha: Not all the population means are equal.
Find the value of the test statistic. (Round your answer to two decimal places.)
Find the p-value. (Round your answer to three decimal places.)
p-value =
State your conclusion.
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. 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.
using excel data analysis tool for two factor anova, following o/p Is obtained : write data>menu>data>data analysis>anova :two factor without replication>enter required labels>ok, and following o/p Is obtained,
Anova: Two-Factor Without Replication | ||||||
SUMMARY | Count | Sum | Average | Variance | ||
compact | 2 | 92 | 46 | 32.000 | ||
intermediate | 2 | 102 | 51 | 72.000 | ||
full sized | 2 | 106 | 53 | 128.000 | ||
computerized | 3 | 168 | 56 | 31.000 | ||
electronic | 3 | 132 | 142 | 3.000 | ||
134 | ||||||
ANOVA | ||||||
Source of Variation | SS | df | MS | F | P-value | F crit |
Rows | 52.00 | 2 | 26.00 | 3.25 | 0.24 | 19.00 |
Columns | 216.00 | 1 | 216.00 | 27.00 | 0.04 | 18.51 |
Error | 16.00 | 2 | 8.00 | |||
Total | 284.00 | 5 |
a)
H0: μComputerized =
μElectronic
Ha: μComputerized ≠
μElectronic
value of the test statistic.=3.25
p value=0.035
p value <α=0.05, reject Ho
Reject H0. There is sufficient evidence to conclude that the mean tune-up times are not the same for both analyzers