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Title: Weighted halfspace depth (English)
Author: Hlubinka, Daniel
Author: Kotík, Lukáš
Author: Vencálek, Ondřej
Language: English
Journal: Kybernetika
ISSN: 0023-5954
Volume: 46
Issue: 1
Year: 2010
Pages: 125-148
Summary lang: English
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Category: math
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Summary: 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. (English)
Keyword: data depth
Keyword: nonparametric multivariate analysis
Keyword: strong consistency of depth
Keyword: mixture of distributions
MSC: 60D05
MSC: 62G05
MSC: 62G15
MSC: 62G99
MSC: 62H05
idZBL: Zbl 1189.62088
idMR: MR2666899
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Date available: 2010-06-02T19:49:28Z
Last updated: 2013-09-21
Stable URL: http://hdl.handle.net/10338.dmlcz/140050
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