A location parameter shifts a statistical distribution without changing its shape. If has distribution function
, then
has location parameter
and distribution function
When a probability density function exists, the corresponding density
is
Other parameters are held fixed when varying .
In the usual parametrization of a normal distribution, the location parameter is its mean. In general, a location parameter need not be a mean, and it remains meaningful when the mean does not exist, as for the Cauchy distribution.