Kotík, Lukáš (UTIA-B) Hlubinka, D. (CZ) Vencálek, O. (CZ)
Source Title
Kybernetika. - : Ústav teorie informace a automatizace AV ČR, v. v. i.
- ISSN 0023-5954
Vol. 46, č. 1 (2010), s. 125-148
Number of pages
24 s.
Language
eng - English
Country
CZ - Czech Republic
Keywords
data depth ; nonparametric multivariate analysis ; strong consistency of depth ; mixture of distributions
Subject RIV
BB - Applied Statistics, Operational Research
CEZ
AV0Z10750506 - UTIA-B (2005-2011)
UT WOS
000277828600009
Annotation
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.
