In: Statistics and Probability
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.
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 |
Please give me a thumbs-up if this helps you out. Thank you!