F = 20.9470
p-value = 0.000122
Option A ie Reject H0. Not all Means are equal
Option D ie 3rd Mile has higher mean.
Null and Alternative Hypothesis:
H0: µMile 1 = µMile 2 = µMile 3
H1: Not all Means are equal
Alpha = 0.05
N = 15
n = 5
Degress of Freedom:
dfBetween = a – 1 = 3-1 =2
dfWithin = N-a = 15-3 = 12
dfTotal = N-1 = 15-1 = 14
Critical Values:
Time (dfBetween, dfWithin) : (2,12) = 3.86
Decision Rule:
If F is greater than 3.86, reject the null hypothesis
Test Statistics:
SSBetwen = ?(?ai)2/n - T2/N = 0.03952
SSWithin = ?(Y)2 - ?(?ai)2/n = 0.01132
SSTotal = SSBetwen + SSWithin = 0.05084
MS = SS/df
F = MSeffect / MSerror
Hence,
F = 0.0198/0.0009 = 20.9470
Result:
Our F = 20.9470, we reject the null hypothesis
Conclusion:
Not all means are equal.
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