What potential issues can arise when identifying outliers using a histogram?

  • Choice of bin size may influence outlier detection
  • Histograms are not affected by outliers
  • Histograms cannot show outliers
  • Outliers always distort histograms
The choice of bin size in a histogram can influence outlier detection. Depending on the bin size, an outlier may not be visually detectable.
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