You've identified several outliers using the modified Z-score method in your dataset. What could be the possible reasons for their existence?

  • All of these
  • The data may have been corrupted
  • The dataset may contain measurement errors
  • The dataset may have a complex, multi-modal distribution
All these reasons could lead to the existence of outliers in a dataset.
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