Which set of summary statistics should one use to describe a data set?

• Five Number Summary:

-Use if the data contain potential extreme values.

-If the data come from a skewed distribution, the quartiles do a better job of capturing the asymmetric spread than the standard deviation.

• Mean and Standard Deviation:

-Best used when the data come from a reasonably symmetric distribution, free from extreme values.