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Weighted-mean regions of a probability distribution
Authors:Rainer Dyckerhoff  Karl Mosler
Institution:
  • Statistics and Econometrics, University of Cologne, 50923 Koeln, Germany
  • Abstract:In this paper we investigate a new class of central regions for probability distributions on Rd, called weighted-mean regions. Their restrictions to an empirical distribution are the weighted-mean trimmed regions investigated by Dyckerhoff and Mosler (2011) for d-variate data. Furthermore a new class of stochastic orderings of variability, the weighted-mean orderings, is introduced.
    Keywords:Central regions  Continuous trimming  Lift zonoid regions  Expected convex hull  Variability order
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