Median Balls: An Extension of the Interquantile Intervals to Multivariate Distributions
Jean Averous and
Michel Meste
Journal of Multivariate Analysis, 1997, vol. 63, issue 2, 222-241
Abstract:
For a probability distribution on a Banach space, we introduce a family of central balls, indexed by their radius, using a proximity criterion close to those defining the spatial median. It is shown that these balls possess robustness and equivariance properties similar to those of the spatial median. They provide a multivariate generalization of the real interquantile intervals and can be interpreted as trimmed regions.
Keywords: spatial; median; multivariate; trimming; interquantile; intervals; orderings; dispersion; function; tailweight (search for similar items in EconPapers)
Date: 1997
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Citations: View citations in EconPapers (3)
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