Question

An amusement park studied methods for decreasing the waiting time (minutes) for rides by loading and...

An amusement park studied methods for decreasing the waiting time (minutes) for rides by 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  = .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 41 51 46
43 43 42
Method 2 44 53 47
46 49 43
  1. Set up the ANOVA table (to 2 decimal, if necessary). Round p-value to four decimal places.
    Source of Variation Sum of Squares Degrees of Freedom Mean Square F p-value
    Factor A
    Factor B
    Interaction
    Error
    Total

Homework Answers

Answer #1

Output using excel:

Anova: Two-Factor With Replication
SUMMARY Roller Coaster Screaming Demon Long Flume Total
Method 1
Count 2 2 2 6
Sum 84 94 88 266
Average 42 47 44 44.33333
Variance 2 32 8 13.46667
Method 2
Count 2 2 2 6
Sum 90 102 90 282
Average 45 51 45 47
Variance 2 8 8 13.2
Total
Count 4 4 4
Sum 174 196 178
Average 43.5 49 44.5
Variance 4.333333 18.66667 5.666667
ANOVA
Source of Variation SS df MS F P-value
Factor A 21.3333 1 21.3333 2.1333 0.1944
Factor B 68.6667 2 34.3333 3.4333 0.1014
Interaction 4.6667 2 2.3333 0.2333 0.7988
Error 60 6 10
Total 154.6667 11
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