Scale parameter
A so-called positional parameter, which parametrizes a family of probability distributions of one type. A distribution in with distribution function
is said to belong to the same type as a fixed distribution with distribution function
if
. Here
is the scale parameter and
is the shift parameter (or centralizing parameter). The meaning of the scale parameter is as follows: If
and
are the distribution functions of random variables
and
, respectively, then a transition from
to
(for
) represents a change in the unit of measurement.
Comments
The (possibly multi-dimensional) parameter in the family
is also called the location parameter. The whole family of distributions is sometimes called a location-scale family of distributions.
References
[a1] | L. Breiman, "Statistics with a view towards applications" , Houghton Mifflin (1973) pp. 34–40 |
Scale parameter. Encyclopedia of Mathematics. URL: http://encyclopediaofmath.org/index.php?title=Scale_parameter&oldid=13206