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Fully flexible extreme views

Auteur(s)
Meucci, Attilio
Ardia, David 
Institut d'analyse financière 
Keel, Simon
Date de parution
2011
In
Journal of Risk
Vol.
2
No
14
De la page
39
A la page
49
Revu par les pairs
1
Mots-clés
  • Entropy Pooling
  • Kullback-Leibler
  • Black-Litterman
  • VaR
  • CVaR
  • grid-probability pair
  • Monte Carlo
  • Gauss-Hermite polynomials
  • Newton-Raphson
  • kernel estimator
  • Entropy Pooling

  • Kullback-Leibler

  • Black-Litterman

  • VaR

  • CVaR

  • grid-probability pair...

  • Monte Carlo

  • Gauss-Hermite polynom...

  • Newton-Raphson

  • kernel estimator

Résumé
We extend the entropy pooling generalization of the Black-Litterman approach to effectively handle extreme views on the tails of a distribution. First, we provide a recursive algorithm to process views on conditional value-at-risk which cannot be handled directly by the original implementation of entropy pooling. Second, we represent both the prior and the posterior distribution on a grid instead of using Monte Carlo scenarios. This way it becomes possible to parsimoniously cover even the far tails of the underlying distribution. Documented code is available to download.
Identifiants
https://libra.unine.ch/handle/123456789/24508
Autre version
http://www.risk.net/journal-of-risk/technical-paper/2161037/fully-flexible-extreme-views
Type de publication
journal article
Dossier(s) à télécharger
 main article: Fully_flexible_extreme_views.pdf (691.3 KB)
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