Question bank / One-variable data: distributions and measures of center and spread

Math · Problem-Solving and Data AnalysisHard

Data set A consists of the values 11,11,11,19,19,1911, 11, 11, 19, 19, 19. Data set B consists of the values 11,13,15,15,17,1911, 13, 15, 15, 17, 19. Which of the following statements is true?

A

The two data sets have the same standard deviation because they have the same range.

B

Data set A has a greater mean than data set B.

C

Data set B has a greater standard deviation than data set A.

D

Data set A has a greater standard deviation than data set B.

Show answer and explanation

Answer: D

Both data sets have a mean of 1515 and a range of 19−11=819 - 11 = 8. Standard deviation measures how far the values typically are from the mean. Every value in data set A is 44 away from the mean, while the values in data set B are only 00, 22, or 44 away. So data set A has the greater standard deviation.

Choice A is tempting because the ranges match, but standard deviation depends on every value, not just the least and greatest.

Why the other choices are wrong

  • A. The ranges match, but standard deviation depends on every value. All of data set A sits 4 away from the mean.
  • B. Both data sets have a mean of 15.
  • C. Data set B has values at 15, right at the mean, so its values are closer to the mean than those in data set A.
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