Graphoid Properties of Variants of Epistemic Independence Based on Regular Conditioning

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Fabio Cozman ;
Proceedings of the Eleventh International Symposium on Imprecise Probabilities: Theories and Applications, PMLR 103:102-110, 2019.

Abstract

Graphoid properties attempt to capture the most important features of abstract “independence”. We examine which semi-graphoid properties are satisfied by various concepts of independence for credal sets; we focus on variants of epistemic, confirmational, and type-5 independence that are based on regular conditioning.

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