Title of article
Integral trimmed regions
Author/Authors
Cascos، نويسنده , , Ignacio and Lَpez-Dيaz، نويسنده , , Miguel، نويسنده ,
Issue Information
دوفصلنامه با شماره پیاپی سال 2005
Pages
21
From page
404
To page
424
Abstract
We define a new family of central regions with respect to a probability measure. They are induced by a set or a family of sets of functions and we name them integral trimmed regions. The halfspace trimming and the zonoid trimming are particular cases of integral trimmed regions. We focus our work on the derivation of properties of such integral trimmed regions from conditions satisfied by the generating classes of functions. Further we show that, under mild conditions, the population integral trimmed region of a given depth can be characterized in terms of certain regions based on empirical distributions.
Keywords
Depth function , Halfspace trimming , Zonoid trimming , Trimmed region
Journal title
Journal of Multivariate Analysis
Serial Year
2005
Journal title
Journal of Multivariate Analysis
Record number
1558299
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