Question: this is correct? A study wants to compare the number of particles between good and bad wafers at a semiconductor manufacturing facility. Of 334 good

this is correct?
A study wants to compare the number of particles between good and bad wafers at a semiconductor manufacturing facility. Of 334 good wafers, 28 have particles. Of 116 bad wafers, 36 have particles.
At the = 0.05 level of significance, is there evidence of a difference between the proportion of good wafers that have particles and that of bad wafers?
| Particles/No Particles | Wafers | ||
| Good | Bad | Total | |
| Particles | 28 | 36 | 64 |
| No Particles | 306 | 80 | 386 |
| Total | 334 | 116 | 450 |
H0: p1 = p2
H1: p1 p2
Observed Frequencies
The observed frequencies are the frequencies in the cells (green colored) of the contingency table:
| Particles/No Particles | Wafers | ||
| Good | Bad | Total | |
| Particles | 28 | 36 | 64 |
| No Particles | 306 | 80 | 386 |
| Total | 334 | 116 | 450 |
Expected Frequencies
The expected frequency in a cell is the product of its row total and column total, divided by the overall total. Applying the formula to the example, we have the following expected frequencies:
| Particles/No Particles | Wafers | ||
| Good | Bad | Total | |
| Particles | 64*334/450=47.50 | 64*116/450=16.50 | 64 |
| No Particles | 386*334/450=286.50 | 386*116/450=99.50 | 386 |
| Total | 334 | 116 | 450 |
Chi-Squared Statistic
| Particles/No Particles | Wafers | ||
| Good | Bad | Total | |
| Particles | 28(47.50) | 36(16.50) | 64 |
| No Particles | 306(286.50) | 80(99.50) | 386 |
| Total | 334 | 116 | 450 |

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