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
Link To Document :
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