Computing lower and upper expectations under epistemic independence

Cassio Polpo de Campos, Fabio G. Cozman

Research output: Chapter in Book/Report/Conference proceedingConference contributionAcademicpeer-review

4 Citations (Scopus)

Abstract

This papers investigates the computation of lower/upper expectations that must cohere with a collection of probabilistic assessments and a collection of judgements of epistemic independence. New algorithms, based on multilinear programming, are presented, both for independence among events and among random variables. Separation properties of graphical models are also investigated.

Original languageEnglish
Title of host publicationProceedings of the Fourth International Symposium on Imprecise Probabilities and Their Applications
PublisherSociety for Imprecise Probability: Theories and Applications
Pages78-87
Publication statusPublished - 1 Jan 2005
Externally publishedYes
Event4th International Symposium on Imprecise Probabilities and Their Applications, ISIPTA 2005 - Pittsburgh, United States
Duration: 20 Jul 200523 Jul 2005

Conference

Conference4th International Symposium on Imprecise Probabilities and Their Applications, ISIPTA 2005
Country/TerritoryUnited States
CityPittsburgh
Period20/07/0523/07/05

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