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.
|Title of host publication||Proceedings of the Fourth International Symposium on Imprecise Probabilities and Their Applications|
|Publisher||Society for Imprecise Probability: Theories and Applications|
|Publication status||Published - 1 Jan 2005|
|Event||4th International Symposium on Imprecise Probabilities and Their Applications, ISIPTA 2005 - Pittsburgh, United States|
Duration: 20 Jul 2005 → 23 Jul 2005
|Conference||4th International Symposium on Imprecise Probabilities and Their Applications, ISIPTA 2005|
|Period||20/07/05 → 23/07/05|