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Commercial Pilot Licence (CPAER) – Canada · Question

Which of the following data analytics techniques would an auditor most likely use to identify unusual transactions or patterns that might indicate fraud?

Anomaly detection is specifically designed to identify observations that deviate significantly from other observations in a dataset, which is highly effective i

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Question: Which of the following data analytics techniques would an auditor most likely use to identify unusual transactions or patterns that might indicate fraud?

Answer options:

  • Forecasting future sales trends.
  • Regression analysis to determine cost drivers. ✅ Anomaly detection using statistical models and rules.
  • Sentiment analysis of social media mentions.

Correct answer: Anomaly detection using statistical models and rules.

Explanation: Anomaly detection is specifically designed to identify observations that deviate significantly from other observations in a dataset, which is highly effective in pinpointing unusual transactions or patterns that could be indicative of fraudulent activities during an audit.

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