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One-variable data: Distributions and measures of center and spread SAT question

Math · Problem-Solving and Data Analysis · Hard · Answer it here, explanation included.

  • Data Set A:
    • The horizontal axis is labeled Integer. It ranges from 10 to 60 and is divided into 5 equal intervals.
    • The vertical axis is labeled Frequency. It ranges from 0 to 12 in increments of 1, with values marked every 2 grid lines.
    • The histogram has a skewed right shape.
    • The histogram has 4 bins.
    • The Frequency data for the 4 bins are as follows:
      • 20 to 30: 3
      • 30 to 40: 4
      • 40 to 50: 7
      • 50 to 60: 9
  • Data Set B:
    • The horizontal axis is labeled Integer. It ranges from 10 to 60 and is divided into 5 equal intervals.
    • The vertical axis is labeled Frequency. It ranges from 0 to 12 in increments of 1, with values marked every 2 grid lines.
    • The histogram has a skewed right shape.
    • The histogram has 4 bins.
    • The Frequency data for the 4 bins are as follows:
      • 10 to 20: 3
      • 20 to 30: 4
      • 30 to 40: 7
      • 40 to 50: 9

Two data sets of integers each are summarized in the histograms shown. For each of the histograms, the first interval represents the frequency of integers greater than or equal to , but less than . The second interval represents the frequency of integers greater than or equal to , but less than , and so on. What is the smallest possible difference between the mean of data set A and the mean of data set B?

ExplanationShow

Choice B is correct. The histograms shown have the same shape, but data set A contains values between and and data set B contains values between and . Thus, the mean of data set A is greater than the mean of data set B. Therefore, the smallest possible difference between the mean of data set A and the mean of data set B is the difference between the smallest possible mean of data set A and the greatest possible mean of data set B. In data set A, since there are integers in the interval greater than or equal to but less than , integers greater than or equal to but less than , integers greater than or equal to but less than , and integers greater than or equal to but less than , the smallest possible mean for data set A is . In data set B, since there are integers greater than or equal to but less than , integers greater than or equal to but less than , integers greater than or equal to but less than , and integers greater than or equal to but less than , the largest possible mean for data set B is . Therefore, the smallest possible difference between the mean of data set A and the mean of data set B is , which is equivalent to . This expression can be rewritten as , or , which is equal to . Therefore, the smallest possible difference between the mean of data set A and the mean of data set B is .

Choice A is incorrect. This is the smallest possible difference between the ranges, not the means, of the data sets.

Choice C is incorrect. This is the difference between the greatest possible mean, not the smallest possible mean, of data set A and the greatest possible mean of data set B.

Choice D is incorrect. This is the smallest possible difference between the sum of the values in data set A and the sum of the values in data set B, not the smallest possible difference between the means.

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