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An elementary school class ran one mile with a mean of 12 minutes and a standard deviation of three minutes. Rachel, a student in the class,
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An elementary school class ran one mile with a mean of 12 minutes and a standard deviation of three minutes. Rachel, a student in the class, ran one mile in seven minutes. A junior high school class ran one mile with a mean of nine minutes and a standard deviation of two minutes. Kenji, a student in the class, ran 1 mile in 8.5 minutes. A high school class ran one mile with a mean of seven minutes and a standard deviation of four minutes. Nedda, a student in the class, ran one mile in eight minutes.
Required:
a. Why is Kenji considered a better runner than Nedda, even though Nedda ran faster than he?
b. Who is the fastest runner with respect to his or her class? Explain why.
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Mathematics
3 years
2021-08-18T00:14:30+00:00
2021-08-18T00:14:30+00:00 1 Answers
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Answer:
a) Since Kenji’s time has a lower Z-score’s than Nedda, he is considered a better runner relative to his competition.
b) Since her time has the lowest Z-score, Rachel is the fastest runner with respect to her class.
Step-by-step explanation:
Z-score:
In a set with mean and standard deviation , the zscore of a measure X is given by:
The Z-score measures how many standard deviations the measure is from the mean. After finding the Z-score, we look at the z-score table and find the p-value associated with this z-score. This p-value is the probability that the value of the measure is smaller than X, that is, the percentile of X. Subtracting 1 by the pvalue, we get the probability that the value of the measure is greater than X.
a. Why is Kenji considered a better runner than Nedda, even though Nedda ran faster than he?
We have to see their z-scores.
Whoever has the lower z-score is in the lower percentile of times, that is, runs faster.
Kenji:
A junior high school class ran one mile with a mean of nine minutes and a standard deviation of two minutes. Kenji, a student in the class, ran 1 mile in 8.5 minutes.
So Kenji’s z-score is found when . So
Nedda:
A high school class ran one mile with a mean of seven minutes and a standard deviation of four minutes. Nedda, a student in the class, ran one mile in eight minutes.
So Nedda’s z-score is found when . So
Since Kenji’s time has a lower Z-score’s than Nedda, he is considered a better runner relative to his competition.
b. Who is the fastest runner with respect to his or her class? Explain why.
Whoever has the lower z-score.
We have the z-scores for Kenji and Nedda, and we have to find Rachel’s z-score.
An elementary school class ran one mile with a mean of 12 minutes and a standard deviation of three minutes. Rachel, a student in the class, ran one mile in seven minutes.
So Rachel’s z-score is found when
Since her time has the lowest Z-score, Rachel is the fastest runner with respect to her class.