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

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 ParticlesWafers
GoodBadTotal
Particles283664
No Particles30680386
Total334116450

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 ParticlesWafers
GoodBadTotal
Particles283664
No Particles30680386
Total334116450

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 ParticlesWafers
GoodBadTotal
Particles64*334/450=47.5064*116/450=16.5064
No Particles386*334/450=286.50386*116/450=99.50386
Total334116450

Chi-Squared Statistic

Particles/No ParticlesWafers
GoodBadTotal
Particles28(47.50)36(16.50)64
No Particles306(286.50)80(99.50)386
Total334116450

between good and bad wafers at a semiconductor manufacturing facility. Of 334

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