AnswersAQR_A_ICTesting a Claim about a Difference between Proportions

Testing a Claim about a Difference between Proportions Answers

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8

The owner of a computer company claims that the proportion of defective computer chips produced at plant A is higher than the proportion of defective chips produced by plant B. A quality control specialist takes a random sample of 80 chips from production at plant A and determines that there are 12 defective chips. The specialist then takes a random sample of 90 chips from production at plant B and determines that there are 10 defective chips. Let pA = the true proportion of defective chips from plant A and pB = the true proportion of defective chips from plant B. Which of the following is the correct standardized test statistic for the hypotheses, ?

Question illustration
A
z = StartStartFraction 0.12 minus 0.10 OverOver StartRoot StartFraction (12) (68) Over 80 EndFraction + StartFraction (10) (0.80) Over 90 EndFraction EndRoot EndEndFraction
Option A
B
z = StartStartFraction 0.10 minus 0.12 OverOver StartRoot StartFraction (0.15) (0.85) Over 80 EndFraction + StartFraction (0.11) (0.89) Over 90 EndFraction EndRoot EndEndFraction
Option B
C
z = StartStartFraction 0.12 minus 0.10 OverOver StartRoot StartFraction (0.13) (0.87) Over 80 EndFraction + StartFraction (0.13) (0.87) Over 90 EndFraction EndRoot EndEndFraction
Option C
D
z = StartStartFraction 0.10 minus 0.12 OverOver StartRoot StartFraction (0.13) (0.87) Over 80 EndFraction + StartFraction (0.13) (0.87) Over 90 EndFraction EndRoot EndEndFraction
Option D
10

The owner of a computer company claims that the proportion of defective computer chips produced at plant A is higher than the proportion of defective chips produced by plant B. A quality control specialist takes a random sample of 80 chips from production at plant A and determines that there are 12 defective chips. The specialist then takes a random sample of 90 chips from production at plant B and determines that there are 10 defective chips. Let pA = the true proportion of defective chips from plant A and = the true proportion of defective chips from plant B. The P- value for this significance test is 0.225. Which of the following is the correct conclusion for this test of the hypotheses

Question illustration
A
The owner should reject the null hypothesis since 0.225 > 0.05. There is sufficient evidence that the proportion of defective computer chips is significantly greater at plant A.
B
The owner should reject the null hypothesis since 0.225 > 0.05. There is insufficient evidence that the proportion of defective computer chips is significantly greater at plant A.
C
The owner should fail to reject the null hypothesis since 0.225 > 0.05. There is sufficient evidence that the proportion of defective computer chips is significantly greater at plant A.
D
The owner should fail to reject the null hypothesis since 0.225 > 0.05. There is insufficient evidence that the proportion of defective computer chips is significantly greater at plant A.

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