Which measure of dispersion is not affected by extreme values?

Practice Questions

Q1
Which measure of dispersion is not affected by extreme values?
  1. Range
  2. Variance
  3. Standard Deviation
  4. Interquartile Range

Questions & Step-by-Step Solutions

Which measure of dispersion is not affected by extreme values?
  • Step 1: Understand what dispersion means. Dispersion refers to how spread out the values in a dataset are.
  • Step 2: Learn about different measures of dispersion. Common measures include range, variance, standard deviation, and interquartile range (IQR).
  • Step 3: Identify extreme values. Extreme values are very high or very low numbers in a dataset that can skew the results.
  • Step 4: Recognize that some measures of dispersion are affected by extreme values. For example, the range is affected because it considers the highest and lowest values.
  • Step 5: Understand that the interquartile range (IQR) measures the middle 50% of the data and ignores the extreme values.
  • Step 6: Conclude that the interquartile range is the measure of dispersion that is not affected by extreme values.
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