Computing lower and upper expectations under epistemic independence

Cassio Polpo de Campos, Fabio G. Cozman

Research output: Contribution to journalArticlepeer-review

3 Scopus citations

Abstract

© 2005 Society for Imprecise Probability: Theories and Applications, SIPTA. All rights reserved. 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 languageAmerican English
JournalInternational Journal of Approximate Reasoning
StatePublished - 1 Jan 2005
Externally publishedYes
Event4th International Symposium on Imprecise Probabilities and Their Applications, ISIPTA 2005 -
Duration: 1 Jan 2005 → …

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