In: Statistics and Probability
Robert Altoff is vice president of engineering for a
manufacturer of household washing machines. As part...
Robert Altoff is vice president of engineering for a
manufacturer of household washing machines. As part of a new
product development project, he wishes to determine the optimal
length of time for the washing cycle. Included in the project is a
study of the relationship between the detergent used (four brands)
and the length of the washing cycle (18, 20, 22, or 24 minutes). In
order to run the experiment, 32 standard household laundry loads
(having equal amounts of dirt and the same total weights) are
randomly assigned to the 16 detergent–washing cycle combinations.
The results (in pounds of dirt removed) are shown below.
Detergent Brand |
Cycle Time (min) |
18 |
20 |
22 |
24 |
A |
0.14 |
0.12 |
0.21 |
0.17 |
|
0.12 |
0.13 |
0.18 |
0.19 |
B |
0.15 |
0.16 |
0.18 |
0.20 |
|
0.12 |
0.15 |
0.18 |
0.19 |
C |
0.16 |
0.16 |
0.19 |
0.21 |
|
0.18 |
0.15 |
0.19 |
0.21 |
D |
0.10 |
0.13 |
0.17 |
0.15 |
|
0.14 |
0.14 |
0.17 |
0.18 |
|
- Complete an ANOVA table. Use the 0.05 significance level.
(Do not round your intermediate calculations. Enter your
SS, MS, p to 3 decimal places and
F to 2 decimal places.)
|
|
Source |
df |
SS |
MS |
F |
p |
Cycle |
|
|
|
|
|
Brand |
|
|
|
|
|
Interaction |
|
|
|
|
|
Error |
|
|
|
|
|
Total |
|
|
|
|
|
- Choose the right option.
|
|
|
(reject, fail to reject) |
the null of no interaction between
cycle time and detergent brand. |
(reject, fail to reject) |
the null of no difference in means for
the different cycle times. |
(reject, fail to reject) |
the null of no difference in means for
the different detergent brands. |
|