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Location Parameter


A location parameter shifts a statistical distribution without changing its shape. If Z has distribution function F_0, then X=Z+mu has location parameter mu and distribution function

 F(x;mu)=F_0(x-mu).

When a probability density function f_0 exists, the corresponding density is

 f(x;mu)=f_0(x-mu).

Other parameters are held fixed when varying mu.

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.


See also

Cauchy Distribution, Normal Distribution, Scale Parameter, Shape Parameter, Stable Distribution

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References

National Institute of Standards and Technology. "Location and Scale Parameters." §1.3.6.4 in NIST/SEMATECH e-Handbook of Statistical Methods. https://www.itl.nist.gov/div898/handbook/eda/section3/eda364.htm.

Cite this as:

Weisstein, Eric W. "Location Parameter." From MathWorld--A Wolfram Resource. https://mathworld.wolfram.com/LocationParameter.html

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