In: Statistics and Probability
A customer wants to know whether the mean chest compression resulting from an institute crash test is the same for family cars, passenger vans, and trucks. The data to the right were collected from the institute's study.
Vehicle Type |
Chest Compression left parenthesis mm right parenthesisChest Compression (mm) |
|||||||
---|---|---|---|---|---|---|---|---|
Family CarsFamily Cars |
36 |
42 |
39 |
37 |
31 |
44 |
||
Passenger VansPassenger Vans |
30 |
31 |
33 |
26 |
30 |
34 |
||
TrucksTrucks |
34 |
28 |
36 |
37 |
35 |
28 |
a. Conduct a one-way ANOVA test on the data.
b. Interpret your results from (a) at the 11% significance level.
c. Decide whether presuming that the assumptions of normal populations and equal population standard deviations are met is reasonable.
Part 1) Conduct a one-way ANOVA test on the data. What is the F-statistic?
F = ?
Part 2) Determine the critical value of Fa
Fa = ?
Part 3) State the Conclusion
Since the F-static _ in the rejection region, _ H0. The data _ sufficient evidence to conclude that the population means are not all the same.
a. Conduct a one-way ANOVA test on the data.
Mean | n | Std. Dev | ||||
38.2 | 6 | 4.62 | Family CarsFamily Cars | |||
30.7 | 6 | 2.80 | Passenger VansPassenger Vans | |||
33.0 | 6 | 4.00 | TrucksTrucks | |||
33.9 | 18 | 4.87 | Total | |||
ANOVA table | ||||||
Source | SS | df | MS | F | p-value | F critical |
Treatment | 176.78 | 2 | 88.389 | 5.86 | .0131 | 2.57 |
Error | 226.17 | 15 | 15.078 | |||
Total | 402.94 | 17 |
b. Interpret your results from (a) at the 11% significance level.
The results are significant.
c. Decide whether presuming that the assumptions of normal populations and equal population standard deviations are met is reasonable.
Part 1) Conduct a one-way ANOVA test on the data. What is the F-statistic?
F = 5.86
Part 2) Determine the critical value of Fa
Fa = 2.57
Part 3) State the Conclusion
Since the F-static is in the rejection region, reject H0. The data provides sufficient evidence to conclude that the population means are not all the same.
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