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Suppose that exam scores are normally distributed with an average of 75 and a standard deviation of 12. What grade is required to be among the top 10%?

A. 86
B. 79
C. 92
D. 83

User Sepupic
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1 Answer

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Final answer:

To be in the top 10% of exam scores with a mean of 75 and a standard deviation of 12, a student must score approximately 90. The closest answer choice to this is C. 92.

Step-by-step explanation:

The question asks to determine the grade required to be among the top 10% of exam scores which are normally distributed with a mean of 75 and a standard deviation of 12. To find the score that corresponds to the top 10%, we look for the z-score that marks the 90th percentile. From the z-score table, or using a calculator, we find that the z-score for the 90th percentile is approximately 1.28. Using the z-score formula (z = (X - μ) / σ), where X is the exam score, μ is the mean (75), and σ is the standard deviation (12), we can solve for X:

1.28 = (X - 75) / 12

X - 75 = 15.36

X = 90.36

Since exam scores are typically rounded to the nearest whole number, the grade required to be in the top 10% of scores is approximately 90.

Out of the options provided, none exactly matches 90. However, option C (92) is the closest and the only score that would be within the top 10%, as it is higher than 90. Therefore, the correct answer is C. 92.

User Seblucas
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