Weighted halfspace depth

Hlubinka, Daniel, Kotík, Lukáš, and Vencálek, Ondřej. "Weighted halfspace depth." Kybernetika 46.1 (2010): 125-148. <http://eudml.org/doc/37708>.

@article{Hlubinka2010,
abstract = {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.},
author = {Hlubinka, Daniel, Kotík, Lukáš, Vencálek, Ondřej},
journal = {Kybernetika},
keywords = {data depth; nonparametric multivariate analysis; strong consistency of depth; mixture of distributions; data depth; nonparametric multivariate analysis; strong consistency of depth; mixture of distributions},
language = {eng},
number = {1},
pages = {125-148},
publisher = {Institute of Information Theory and Automation AS CR},
title = {Weighted halfspace depth},
url = {http://eudml.org/doc/37708},
volume = {46},
year = {2010},
}

TY - JOUR
AU - Hlubinka, Daniel
AU - Kotík, Lukáš
AU - Vencálek, Ondřej
TI - Weighted halfspace depth
JO - Kybernetika
PY - 2010
PB - Institute of Information Theory and Automation AS CR
VL - 46
IS - 1
SP - 125
EP - 148
AB - 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.
LA - eng
KW - data depth; nonparametric multivariate analysis; strong consistency of depth; mixture of distributions; data depth; nonparametric multivariate analysis; strong consistency of depth; mixture of distributions
UR - http://eudml.org/doc/37708
ER -