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Weighted halfspace depth

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    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 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.
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    0350337.pdf11.6 MBPublisher’s postprintopen-access
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