2. Suppose the National Transportation Safety Board (NTSB) wants to examine the safety of compact cars, midsize cars, and full-size cars. It collects a sample of three for each of the treatments (cars types). Using the hypothetical data provided below, test whether the mean pressure applied to the driver’s head during a crash test is significantly different for each type of car. Use ? = 5% to hand calculate and check your work in SPSS. Compact cars 6,6,7 Midsize cars 4,4,5 Full-size cars 9,8,5
Hypotheses:
Fcrit /threshold:
Source of Variation SS df MS Fobt
Between groups Within groups (error)
Total Conclusion:
H0: There is no significance difference among the mean pressure applied to the driver's head during a crash test for each type of car
H1: There is significance difference among the mean pressure applied to the driver's head during a crash test for each type of car
Let the los be alpha = 5%
From the given data
Cars | Total (Ti) | Ti^2/ni | |||
Campact | 6 | 6 | 7 | 19 | 120.3333 |
Midsize | 4 | 4 | 5 | 13 | 56.33333 |
Full Size | 9 | 8 | 5 | 22 | 161.3333 |
Total G | 54 | 338 |
Here P-value = 0.072 > alpha 0.05 so we do not reject H0
Thus we conclude that there is no significance difference among the mean pressure applied to the driver's head during a crash test for each type of car.
SPSS Output:
The manual result and SPSS output results are same
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