A First Course in Probability (10th Edition)
10th Edition
ISBN: 9780134753119
Author: Sheldon Ross
Publisher: PEARSON
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Question
The target thickness for silicon wafers used in a certain type of integrated circuit is 245 µm. A sample of 50 wafers is obtained and the thickness of each one is determined, resulting in a sample mean thickness of 246.18 µm and a sample standard deviation of 3.60 µm. Does this data suggest that true average wafer thickness is something other than the target value?
1. | Parameter of interest: ? = true average wafer thickness | ||||
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2. | Null hypothesis: H0: ? 245 | ||||
3. | Alternative hypothesis: Ha: ? 245 | ||||
4. | Formula for test statistic value:
z =
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5. | Calculation of test statistic value:
z =
(rounded to two decimal places)
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6. | Determination of P-value: Because the test is two-tailed, | ||||
P-value = 2(1 − Φ(2.32)) = 0.0204
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7. | Conclusion: Using a significance level of 0.01, H0 would not be rejected since 0.0204 > 0.01. At this significance level, there is evidence to conclude that true average thickness differs from the target value. |
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