Question bank / One-variable data: distributions and measures of center and spread
A data set has a mean of and a standard deviation of . Each value in the data set is multiplied by , and then is subtracted from each result. What are the mean and standard deviation of the new data set?
Mean , standard deviation
Mean , standard deviation
Mean , standard deviation
Mean , standard deviation
Answer: D
Applying the same operations to every value applies them to the mean: . Multiplying every value by triples the distances between values, so the standard deviation becomes . Subtracting from every value shifts the data without changing its spread, so the standard deviation stays .
Choice A applies the subtraction to the standard deviation, but shifting every value by the same amount does not change spread.
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