Two important characteristics of random variables are their **mean** ``average'' and
**standard deviation** ``spread'' or ``scale''

The standard deviation of is:

The standard deviation of is:

**Remarks**

- is a weighted average
- is the (weighted) average squared distance from

2007-05-04