In: Statistics and Probability
You are the production manager at a parachute manufacturing company. Parachutes are woven in your factory using a synthetic fiber purchased from 1 of 4 different suppliers. The factory uses 2 types of looms, the Athenian and the Spartan. You are concerned about the consistency of parachute strength, so you measure the strength for 5 parachutes made with each of the 4 fiber suppliers, using each of the 2 looms.
Perform an ANOVA with these data for main effects and
interaction effects.
Use Minitab software to find the solution.
Strength | Supplier | Loom |
20.6 | 1 | Athenian |
18.0 | 1 | Athenian |
19.0 | 1 | Athenian |
21.3 | 1 | Athenian |
13.2 | 1 | Athenian |
18.5 | 1 | Spartan |
24.0 | 1 | Spartan |
17.2 | 1 | Spartan |
19.9 | 1 | Spartan |
18.0 | 1 | Spartan |
22.6 | 2 | Athenian |
24.6 | 2 | Athenian |
19.6 | 2 | Athenian |
23.8 | 2 | Athenian |
27.1 | 2 | Athenian |
26.3 | 2 | Spartan |
25.3 | 2 | Spartan |
24.0 | 2 | Spartan |
21.2 | 2 | Spartan |
24.5 | 2 | Spartan |
27.7 | 3 | Athenian |
18.6 | 3 | Athenian |
20.8 | 3 | Athenian |
25.1 | 3 | Athenian |
17.7 | 3 | Athenian |
20.6 | 3 | Spartan |
25.2 | 3 | Spartan |
20.8 | 3 | Spartan |
24.7 | 3 | Spartan |
22.9 | 3 | Spartan |
21.5 | 4 | Athenian |
20.0 | 4 | Athenian |
21.1 | 4 | Athenian |
23.9 | 4 | Athenian |
16.0 | 4 | Athenian |
25.4 | 4 | Spartan |
19.9 | 4 | Spartan |
22.6 | 4 | Spartan |
17.5 | 4 | Spartan |
20.4 | 4 | Spartan |
We perform a two way ANOVE to test if there is a significant effect due to the factors and if there a significant interaction effect.
The two factors are "4 fiber suppliers" (levels (1,2,3,4 ) and the 2 "looms".(level Athenian and Spartan)
The steps to do two way ANOVA in minitab is as follows:
The ANOVA table obtained should have the following values:
From the above table we see that there is a significant effect due on the strength of the parachuttes due to the "Supplier" Type however there is no significant effect on the strength of the parachuttes due to the "Loom" types and also there is no significant interaction effect between the "Supplier" and "Loom" effects.