Bregman superquantiles. Estimation methods and applications. - Inria - Institut national de recherche en sciences et technologies du numérique Accéder directement au contenu
Pré-Publication, Document De Travail Année : 2014

Bregman superquantiles. Estimation methods and applications.

Résumé

In this work, we extend some quantities introduced in "Optimization of conditional value-at-risk" of R.T Rockafellar and S. Uryasev to the case where the proximity between real numbers is measured by using a Bregman divergence. This leads to the definition of the Bregman superquantile. Axioms of a coherent measure of risk discussed in "Coherent approches to risk in optimization under uncertainty" of R.T Rockafellar are studied in the case of Bregman superquantile. Furthermore, we deal with asymptotic properties of a Monte Carlo estimator of the Bregman superquantile.
Fichier principal
Vignette du fichier
BregmanMai2014.pdf (233.36 Ko) Télécharger le fichier
Origine : Fichiers produits par l'(les) auteur(s)

Dates et versions

hal-00996440 , version 1 (26-05-2014)
hal-00996440 , version 2 (20-10-2014)
hal-00996440 , version 3 (23-10-2014)
hal-00996440 , version 4 (19-11-2014)
hal-00996440 , version 5 (19-11-2014)
hal-00996440 , version 6 (06-05-2015)
hal-00996440 , version 7 (08-09-2015)
hal-00996440 , version 8 (06-01-2016)

Identifiants

Citer

Fabrice Gamboa, Aurélien Garivier, Bertrand Iooss, Tatiana Labopin-Richard. Bregman superquantiles. Estimation methods and applications.. 2014. ⟨hal-00996440v1⟩
503 Consultations
349 Téléchargements

Altmetric

Partager

Gmail Facebook X LinkedIn More