Bibliografie
Journal Article
Robust estimators based on generalization of trimmed mean
,
: Communications in Statistics - Simulation and Computation vol.47, 7 (2018), p. 2139-2151
: Breakdown point, Estimators, Geometric median, Location, Trimmed mean
: 10.1080/03610918.2017.1337136
: http://library.utia.cas.cz/separaty/2017/MTR/adam-0481224.pdf
(eng): In this article, we propose new estimators of location. These estimators select a robust set around the geometric median, enlarge it, and compute the (iterative) weighted mean from it. By doing so, we obtain a robust estimator in the sense of the breakdown point, which uses more observations than standard estimators. We apply our approach on the concepts of boxplot and bagplot. We work in a general normed vector space and allow multi-valued estimators.
: BA
: 10101