The least absolute deviation linear regression: properties and two efficient methods (CROSBI ID 545890)
Prilog sa skupa u časopisu | izvorni znanstveni rad | međunarodna recenzija
Podaci o odgovornosti
Kuzmanović, Ivana ; Sabo, Kristian ; Scitovski, Rudolf ; Vazler, Ivan
engleski
The least absolute deviation linear regression: properties and two efficient methods
For the given set of data, among which outliers(wild points) are expected, the problem of determining the best Least Absolute Deviations (LAD) linear regression is considered. Particulary, the problem of determinig the best weighted LAD-line and the best LAD-plane is considered and efficient algorithms for solving these problems are given. Algorithms are illustrated by several examples as well compared with other methods known in literature. The proposed methods proved to be sufficently efficient for being considered as giving a solution in real time. Therefore, they are suitable for various applications, as e.g. in robotics.
least absolute deviation line; least absolute deviation plane linear regression
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Podaci o prilogu
227-240.
2009.
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objavljeno
Podaci o matičnoj publikaciji
Aplimat
Kováčová Monika
Bratislava: Slovak University of Technology Press
1337-6365
Podaci o skupu
Nepoznat skup
predavanje
29.02.1904-29.02.2096