Question

In: Statistics and Probability

y loading and unloading riders more efficiently. Two alternative loading/unloading methods have been proposed. To account...

y loading and unloading riders more efficiently. Two alternative loading/unloading methods have been proposed. To account for potential differences due to the type of ride and the possible interaction between the method of loading and unloading and the type of ride, a factorial experiment was designed. Use the following data to test for any significant effect due to the loading and unloading method, the type of ride, and interaction. Use a = .05. Factor A is method of loading and unloading; Factor B is the type of ride.

Type of Ride
Roller Coaster Screaming Demon Long Flume
Method 1 44 55 50
46 47 46
Method 2 46 47 49
48 43 45

Set up the ANOVA table (to whole number, but -value to 2 decimals and  value to 1 decimal, if necessary).

Source of Variation Sum of Squares Degrees of Freedom Mean Square -value
Factor A
Factor B
Interaction
Error
Total

Solutions

Expert Solution

Anova: Two-Factor With Replication
SUMMARY Roller Coaster Screaming Demon Long Flume Total
Method 1
Count 2 2 2 6
Sum 90 102 96 288
Average 45 51 48 48
Variance 2 32 8 15.6
Method 2
Count 2 2 2 6
Sum 94 90 94 278
Average 47 45 47 46.33333
Variance 2 8 8 4.666667
Total
Count 4 4 4
Sum 184 192 190
Average 46 48 47.5
Variance 2.666667 25.33333 5.666667
ANOVA
Source of Variation SS df MS F P-value
Factor A 8.3 1 8.3 0.8 0.40
Factor B 8.7 2 4.3 0.4 0.67
Interaction 32.7 2 16.3 1.6 0.27
Error 60 6 10
Total 109.7 11

The p-value for Factor A is greater than .10

Conclusion with respect to Factor A:

Factor A is not significant.

--

The p-value for Factor B is greater than .10

Conclusion with respect to Factor B:

Factor B is not significant.

--

The p-value for the interaction of factors A and B is greater than .10

Conclusion with respect to the interaction of Factors A and B:

The interaction of factors A and B is not significant.


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