Relating Imprecise Representations of imprecise Probabilities

Abstract : There exist many practical representations of probability families that make them easier to handle. Among them are random sets, possibility distributions, probability intervals, Ferson's p-boxes and Neumaier's clouds. Both for theoretical and practical considerations, it is important to know whether one representation has the same expressive power than other ones, or can be approximated by other ones. In this paper, we mainly study the relationships between the two latter representations and the three other ones.
Complete list of metadatas

Cited literature [27 references]  Display  Hide  Download

https://hal-irsn.archives-ouvertes.fr/irsn-00196674
Contributor : Sébastien Destercke <>
Submitted on : Wednesday, January 2, 2008 - 5:04:56 PM
Last modification on : Friday, October 11, 2019 - 8:22:47 PM
Long-term archiving on : Tuesday, September 21, 2010 - 2:59:41 PM

File

ISIPTA07_DestDubChoj_preprint....
Explicit agreement for this submission

Identifiers

  • HAL Id : irsn-00196674, version 2

Collections

Citation

Sébastien Destercke, Didier Dubois, Eric Chojnacki. Relating Imprecise Representations of imprecise Probabilities. fifth international symposium on imprecise probability: theories and applications, 2007, Prague, Czech Republic. pp.155-165. ⟨irsn-00196674v2⟩

Share

Metrics

Record views

322

Files downloads

201