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What is Empirical Rule?

Posted by Muhammad Taheir | On: , |

Empirical Rule


The empirical rule is only valid for bell-shaped (normal) distributions. The following statements are true.


  • Approximately 68% of the data values fall within one standard deviation of the mean.
  • Approximately 95% of the data values fall within two standard deviations of the mean.
  • Approximately 99.7% of the data values fall within three standard deviations of the mean.
  • The empirical rule will be revisited later in the chapter on normal probabilities.