Benson Manufacturing is considering ordering electronic
components from three different suppliers. The suppliers may differ
in terms of quality in that the proportion or percentage of
defective components may differ among the suppliers. To evaluate
the proportion defective components for the suppliers, Benson has
requested a sample shipment of 500 components from each supplier.
The number of defective components and the number of good
components found in each shipment is as
follows.
Supplier | |||
Component | A | B | C |
Defective | 10 | 30 | 50 |
Good | 490 | 470 | 450 |
a. Formulate the hypotheses that can be used to test for equal proportions of defective components provided by the three suppliers.
1. | H 0: p 1 ≠ p 2 = p 3 |
2. | H 0: p 1 = p 2 = p 3 |
3. | H 0: p 1 ≠ p 2 ≠ p 3 |
Choose correct answer from above choice
- Select your answer -123Item 1
H a: - Select your answer -All
population proportions are equalNot all population proportions are
equalItem 2
b. Using a .05 level of significance, conduct the hypothesis test. What is the p-value? Use Table 12.4.
The p-value is - Select your answer -less than or equal .05greater than .05Item 3
What is your conclusion?
- Select your answer -Conclude that the three suppliers provide
equal proportions of defective components.Conclude that the three
suppliers do not provide equal proportions of defective
components.Item 4
c. Conduct a multiple comparison test to determine if there is an overall best supplier or if one supplier can be eliminated because of poor quality. Round p i, p j and difference to two decimal places. Round critical value to four decimal places.
Comparison | p i | p j | Difference | n i | n j | Critical Value | Significant Diff > CV |
A vs B | - Select your answer -YesNoItem 11 | ||||||
A vs C | - Select your answer -YesNoItem 18 | ||||||
B vs C | - Select your answer -YesNoItem 25 |
a)
H 0: p 1 = p 2 = p 3
Ha:Not all population proportions are equal
b)
p value is less than or equal .05
.Conclude that the three suppliers do not provide equal proportions of defective components
c)
p̅1= | 0.02 |
p̅2= | 0.06 |
p̅3= | 0.1 |
for 2 df and 0.05 level: X2 = | 5.9915 |
As Criitcal value =√X2*√(p̅1*(1-p̅1)/n1+p̅2*(1-p̅2)/n2) |
critical val | ||||||||
Comparison | pi | pj | |abs diff| | ni | nj | value | significant diff >CV | |
1 vs 2 | 0.02 | 0.06 | 0.04 | 500 | 500 | 0.0302 | significant difference | |
1 vs 3 | 0.02 | 0.10 | 0.08 | 500 | 500 | 0.0362 | significant difference | |
2 vs 3 | 0.06 | 0.10 | 0.04 | 500 | 500 | 0.0419 | not significant difference |
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