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Box plot: Easiest way to detect anomalies?
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Is box plot an easiest way to detect anomalies making use of the popular way Q1 - 1.5 x IQR for lower bound and Q3 1.5 x IQR for upper bound?

How often this 1.5 multiple changed by the statisticians. I mean are there use cases in which some other multiplier will give a better result of detecting outliers?

Practically is this technique used specifically to detect outliers only? For instance to scrutiny banking transactions by individuals earning yearly between 50000βˆ’75000βˆ’75000Β that surpasses of others on the upper side, finding its place beyond Q3 whisker. Falling as outlier on the lower side (Q1 whisker) might not be a reason to scrutiny as entire income can be saved.

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4 months ago