The
*variance of a distribution*
is defined as its
*second central moment*:

(D.43) |

where is the mean of .

To show that the variance of the Gaussian distribution is , we write, letting ,

where we used integration by parts and the fact that as .

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Center for Computer Research in Music and Acoustics (CCRMA), Stanford University