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Public Service Entrance Exam (PSEE) · Question

When analyzing data, what is the significance of identifying 'outliers'?

Outliers are unusual data points that can be errors, anomalies, or important insights requiring deeper analysis.

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Question: When analyzing data, what is the significance of identifying 'outliers'?

Answer options:

  • Outliers always represent errors and should be removed. ✅ Outliers indicate data points that deviate significantly and may require further investigation.
  • Outliers skew results and should be averaged with surrounding data.
  • Outliers confirm the validity of the data set.

Correct answer: Outliers indicate data points that deviate significantly and may require further investigation.

Explanation: Outliers are unusual data points that can be errors, anomalies, or important insights requiring deeper analysis.

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