Detail publikace

Bootstraping Least Weighted Squares

Autor: PhDr. Ing. Jiří Skuhrovec PhD.,
Typ: Články ve sborníku
Rok: 2010
Číslo: 0
ISSN / ISBN: 978-80-7394-218-2
Publikováno v:
Místo vydání:
Klíčová slova: Least Weighted Squares, Least Trimmed Squares, Bootstrap, Monte Carlo, Robust statistics
JEL kódy: C50
Citace:
Abstrakt: The paper uses bootstrap approach to analyze reliability of Least
Trimmed Squares, and Least Weighted Squares robust estimators. In Monte
Carlo simulation it measures performance of bootstrap con dence intervals. It
also proposes use of further examination of bootstrap population for detecting
character and severity of contamination present in data. The main contribution
of paper lays in developing basic statistical inference tools for the two estima-
tors, for which standard asymptotic approach following from
Ke stažení: shortened article
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