TY - JOUR
T1 - Computing lower and upper expectations under epistemic independence
AU - de Campos, Cassio Polpo
AU - Cozman, Fabio G.
PY - 2005/1/1
Y1 - 2005/1/1
N2 - © 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.
AB - © 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.
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M3 - Article
JO - International Journal of Approximate Reasoning
JF - International Journal of Approximate Reasoning
SN - 0888-613X
T2 - 4th International Symposium on Imprecise Probabilities and Their Applications, ISIPTA 2005
Y2 - 1 January 2005
ER -