Simple Example where Statistics Reduces / Erases Data

Average of 2,3,10 is 5.

Standard practices records the 5 and "forgets" the data samples that were utilized to calculate 5.

Initially the "10" sample looks like an outlier.

If next sample is 11 then 10 no longer looks like an outlier.