### Variance

**Definition: **
The *variance* or *second central moment* of a stochastic
process
at time
is defined as the expected value of
:

(C.19) |

where is the probability density function for the random variable .

For a *stationary stochastic process*
, the variance is given
by the expected value of
for any
.

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Sample Variance

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Sample Mean