In: Math
DATA contains Part Quality data of three Suppliers. At α=0.05, style="color:rgb(34,34,34);">does Part Quality depend on Supplier, or should the cheapest Supplier be chosen? Part Quality Supplier Good Minor Defect Major Defect
A 100 5 8
B 160 10 4
C 150 7 11
H0: Null Hypothesis: Part Quality does not depend on Supplier, So, the cheapest Supplier should be chosen
HA: Alternative Hypothesis: Part Quality depends on Supplier, So, the cheapest Supplier should not be chosen (claim)
Observed Frequency:
Good | Minor defect | Major defect | Total | |
Supplier A | 100 | 5 | 8 | 113 |
Supplier B | 160 | 10 | 4 | 174 |
Supplier C | 150 | 7 | 11 | 168 |
Total | 410 | 22 | 23 | 455 |
Expecteed Frequency:
Good | Minor defect | Major defect | Total | |
Supplier A | 410X113/455=101.82 | 5.46 | 5.71 | 113 |
Supplier B | 156.79 | 8.41 | 8.80 | 174 |
Supplier C | 151.38 | 8.12 | 8.49 | 168 |
Total | 410 | 22 | 23 | 455 |
Test Statistic ()
is got as follows:
Observed (O) | Expected (E) | (O - E)2/E |
100 | 101.82 | 0.03 |
5 | 5.46 | 0.04 |
8 | 5.71 | 0.92 |
160 | 156.79 | 0.07 |
10 | 8.41 | 0.30 |
4 | 8.80 | 2.61 |
150 | 151.38 | 0.01 |
7 | 8.12 | 0.16 |
11 | 8.49 | 0.74 |
Total = ![]() |
4.88 |
By Technology, p - value= 0.3002
Since p - value =0.3002 is greater than
= 0.05, the difference is not significant. Fail to reject null
hypothesis,
Conclusion:
Part Quality does not depend on Supplier, So, the cheapest Supplier should be chosen