Weighted halfspace depth

0350337 - ÚTIA 2011 RIV CZ eng J - Journal Article
Kotík, Lukáš - Hlubinka, D. - Vencálek, O.
Weighted halfspace depth.
Kybernetika. Vol. 46, č. 1 (2010), s. 125-148. ISSN 0023-5954
Institutional research plan: CEZ:AV0Z10750506
Keywords : data depth * nonparametric multivariate analysis * strong consistency of depth * mixture of distributions
Subject RIV: BB - Applied Statistics, Operational Research
Impact factor: 0.461, year: 2010
http://library.utia.cas.cz/separaty/2010/SI/kotik-weighted halfspace depth.pdf

Generalised halfspace depth function is proposed. Basic properties of this depth function including the strong consistency are studied. We show, on several examples that our depth function may be considered to be more appropriate for nonsymetric distributions or for mixtures of distributions.
Permanent Link: http://hdl.handle.net/11104/0190364