TY - JOUR
T1 - Computing lower and upper expectations under epistemic independence
AU - de Campos, Cassio Polpo
AU - Cozman, Fabio Gagliardi
N1 - Reasoning with Imprecise Probabilities
PY - 2007/3/1
Y1 - 2007/3/1
N2 - This paper 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 - This paper 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.
KW - Concepts of independence
KW - Epistemic independence
KW - Imprecise probabilities
KW - Multilinear programming
KW - Sets of probability measures
UR - http://www.scopus.com/inward/record.url?scp=33846429270&partnerID=8YFLogxK
U2 - 10.1016/j.ijar.2006.07.013
DO - 10.1016/j.ijar.2006.07.013
M3 - Article
AN - SCOPUS:33846429270
SN - 0888-613X
VL - 44
SP - 244
EP - 260
JO - International Journal of Approximate Reasoning
JF - International Journal of Approximate Reasoning
IS - 3
ER -