# Lower cone distribution functions and set-valued quantiles form Galois   connections

**Authors:** Cagin Ararat, Andreas H Hamel

arXiv: 1812.06268 · 2021-01-19

## TL;DR

This paper demonstrates that lower cone distribution functions and set-valued multivariate quantiles form a Galois connection, generalizing univariate results and characterizing capacity functionals of random set extensions.

## Contribution

It introduces a Galois connection between convex sets and the interval [0,1] using these functions, extending univariate theory and linking to capacity functionals.

## Key findings

- Establishes a Galois connection between convex sets and [0,1].
- Generalizes univariate distribution function results.
- Characterizes capacity functionals of random set extensions.

## Abstract

It is shown that the recently introduced lower cone distribution function and the associated set-valued multivariate quantile generate a Galois connection between a complete lattice of closed convex sets and the intervall [0,1]. This generalizes the (not so well-known) 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.

## Full text

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## References

16 references — full list in the complete paper: https://tomesphere.com/paper/1812.06268/full.md

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Source: https://tomesphere.com/paper/1812.06268