Variance and Standard Deviation

Range's biggest weakness is that it is computed from only the two extreme values of the data and completely ignores every other observation — two data sets with very different internal patterns can still have the same range, or one badly-behaved outlier can inflate the range even though the rest of the data is tightly clustered. Variance and standard deviation fix this by building the deviation of every single observation from the arithmetic mean i …