Open main menu
Home
Random
Recent changes
Special pages
Community portal
Preferences
About Wikipedia
Disclaimers
Incubator escapee wiki
Search
User menu
Talk
Dark mode
Contributions
Create account
Log in
Editing
Average absolute deviation
(section)
Warning:
You are not logged in. Your IP address will be publicly visible if you make any edits. If you
log in
or
create an account
, your edits will be attributed to your username, along with other benefits.
Anti-spam check. Do
not
fill this in!
== Minimization == The measures of statistical dispersion derived from absolute deviation characterize various measures of central tendency as ''minimizing'' dispersion: The median is the measure of central tendency most associated with the absolute deviation. Some location parameters can be compared as follows: * [[L2 norm|''L''<sup>2</sup> norm]] statistics: the mean minimizes the [[mean squared error]] * [[L1 norm|''L''<sup>1</sup> norm]] statistics: the median minimizes ''average'' absolute deviation, * [[Uniform norm|''L''<sup>β</sup> norm]] statistics: the [[mid-range]] minimizes the ''maximum'' absolute deviation * trimmed [[Uniform norm|''L''<sup>β</sup> norm]] statistics: for example, the [[midhinge]] (average of first and third [[quartile]]s) which minimizes the ''median'' absolute deviation of the whole distribution, also minimizes the ''maximum'' absolute deviation of the distribution after the top and bottom 25% have been trimmed off.
Edit summary
(Briefly describe your changes)
By publishing changes, you agree to the
Terms of Use
, and you irrevocably agree to release your contribution under the
CC BY-SA 4.0 License
and the
GFDL
. You agree that a hyperlink or URL is sufficient attribution under the Creative Commons license.
Cancel
Editing help
(opens in new window)