How do outliers affect the standard deviation of a dataset?

  • Can either increase or decrease the standard deviation
  • Decrease the standard deviation
  • Does not affect the standard deviation
  • Increase the standard deviation
Outliers can significantly increase the standard deviation, as the standard deviation is sensitive to extreme values. This is because the standard deviation squares the differences from the mean, making it more reactive to values far from the mean.
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