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Lower Cone Distribution Functions and Set-Valued Quantiles Form Galois Connections
Journal article   Open access  Peer reviewed

Lower Cone Distribution Functions and Set-Valued Quantiles Form Galois Connections

Cagin Ararat and Andreas Heinrich Hamel
Theory of Probability & Its Applications, Vol.65(2), pp.179-190
65
2020
Handle:
https://hdl.handle.net/10863/17352

Abstract

Complete lattice Galois connection Lower cone distribution function Multivariate quantile Random set
It is shown that a recently introduced lower cone distribution function, together with the set-valued multivariate quantile, generates a Galois connection between a complete lattice of closed convex sets and the interval [0,1]. This generalizes the corresponding univariate result. It is also shown that an extension of the lower cone distribution function and the set-valued quantile characterize the capacity functional of a random set extension of the original multivariate variable along with its distribution.
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https://epubs.siam.org/doi/abs/10.1137/S0040585X97T989908View

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