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DA0-001 · Question #410

DA0-001 Question #410: Real Exam Question with Answer & Explanation

The correct answer is D: Mean. The mean (average) is the most sensitive measure when it comes to outliers. If a dataset contains extreme values (either very high or very low), they disproportionately affect the mean, making it a less robust measure of central tendency.

Data Analysis

Question

Consider two different datasets, one with gas prices and the other with food prices. Which of the following measures is most affected by outliers?

Options

  • AAbsolute value
  • BMode
  • CMedian
  • DMean

Explanation

The mean (average) is the most sensitive measure when it comes to outliers. If a dataset contains extreme values (either very high or very low), they disproportionately affect the mean, making it a less robust measure of central tendency.

Topics

#Outliers#Measures of Central Tendency#Mean#Median

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