Question

In: Statistics and Probability

You may need to use the appropriate technology to answer this question. A factorial experiment involving...

You may need to use the appropriate technology to answer this question.

A factorial experiment involving two levels of factor A and three levels of factor B resulted in the following data.

Factor B
Level 1 Level 2 Level 3
Factor A Level 1 133 92 75
163 68 93
Level 2 127 125 120
97 103 136

Test for any significant main effects and any interaction. Use α = 0.05.

Find the value of the test statistic for factor A. (Round your answer to two decimal places.)

Find the p-value for factor A. (Round your answer to three decimal places.)

p-value =

State your conclusion about factor A.

Because the p-value ≤ α = 0.05, factor A is not significant.

Because the p-value > α = 0.05, factor A is not significant.  

Because the p-value ≤ α = 0.05, factor A is significant.

Because the p-value > α = 0.05, factor A is significant.

Find the value of the test statistic for factor B. (Round your answer to two decimal places.)

Find the p-value for factor B. (Round your answer to three decimal places.)

p-value =

State your conclusion about factor B.

Because the p-value > α = 0.05, factor B is significant.

Because the p-value ≤ α = 0.05, factor B is not significant.    

Because the p-value ≤ α = 0.05, factor B is significant.

Because the p-value > α = 0.05, factor B is not significant.

Find the value of the test statistic for the interaction between factors A and B. (Round your answer to two decimal places.)

Find the p-value for the interaction between factors A and B. (Round your answer to three decimal places.)

p-value =

State your conclusion about the interaction between factors A and B.

Because the p-value ≤ α = 0.05, the interaction between factors A and B is not significant.

Because the p-value > α = 0.05, the interaction between factors A and B is not significant.    

Because the p-value ≤ α = 0.05, the interaction between factors A and B is significant.

Because the p-value > α = 0.05, the interaction between factors A and B is significant.

Solutions

Expert Solution

Find the value of the test statistic for factor A. (Round your answer to two decimal places.)

2.05

Find the p-value for factor A. (Round your answer to three decimal places.)

p-value = 0.202

State your conclusion about factor A.

Because the p-value > α = 0.05, factor A is not significant.  

Find the value of the test statistic for factor B. (Round your answer to two decimal places.)

4.06

Find the p-value for factor B. (Round your answer to three decimal places.)

p-value = 0.077

State your conclusion about factor B.

Because the p-value > α = 0.05, factor B is not significant.

Find the value of the test statistic for the interaction between factors A and B. (Round your answer to two decimal places.)

6.63

Find the p-value for the interaction between factors A and B. (Round your answer to three decimal places.)

p-value = 0.030

State your conclusion about the interaction between factors A and B.

Because the p-value ≤ α = 0.05, the interaction between factors A and B is significant.

Source SS    df MS F    p-value
Factor A 588.00 1 588.000 2.05 0.202
Factor B 2,328.00 2 1,164.000 4.06 0.077
Interaction 3,800.00 2 1,900.000 6.63 0.030
Error 1,720.00 6 286.667
Total 8,436.00 11

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