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Calculate the mean, median, and range with the outlier, and then again without the outlier. Then find the difference. Mode will be unaffected by an outlier.
It is the sum of the observed values divided by the number of observations. Each observed value is given equal weight or treated with the same degree of importance.
In statistics the mode is the value that is observed most often. The range is the biggest observed value minus the smallest.
Nothing actually happens! You just get a value that is very unlikely but still possible. That it is possible is evidenced by the fact that the value was observed.
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