Answers for "why uper bound is multiplied by 1.5?"

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why uper bound is multiplied by 1.5?

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Because it has been found to work fairly reliably.
If the distribution is standard normal the IQR is about
1.35 so 1.5 times that is 2.025 so the area beyond a point
that far from the mean is about 2.5%. But the inner fences of a
box plot are 1.5 times the IQR from the quartiles. In other words 
they would be a distance 2.7 from the centre with tail areas of 0.0035. 
This is very unlikely on the assumption of normality.The percentage 
depends strongly on the distribution, though and the fences are designed 
to allow for distributions with longer tails than the normal.
You should regard this as a possible outlier. You can fairly 
confidently regard points three times the IQR from the quartiles 
as outliers. So Tukey put the outer fences there
Posted by: Guest on July-02-2020

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