Search results for "Boolean algebras of conditional"

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On conditional probabilities and their canonical extensions to Boolean algebras of compound conditionals

2023

In this paper we investigate canonical extensions of conditional probabilities to Boolean algebras of conditionals. Before entering into the probabilistic setting, we first prove that the lattice order relation of every Boolean algebra of conditionals can be characterized in terms of the well-known order relation given by Goodman and Nguyen. Then, as an interesting methodological tool, we show that canonical extensions behave well with respect to conditional subalgebras. As a consequence, we prove that a canonical extension and its original conditional probability agree on basic conditionals. Moreover, we verify that the probability of conjunctions and disjunctions of conditionals in a rece…

Conditional subalgebraCanonical extensionSettore MAT/06 - Probabilita' E Statistica MatematicaArtificial IntelligenceApplied MathematicsConditional probabilityNonmonotonic reasoningConjunction and disjunction of conditionalBoolean algebras of conditionalSoftwareTheoretical Computer ScienceInternational Journal of Approximate Reasoning
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Canonical Extensions of Conditional Probabilities and Compound Conditionals

2022

In this paper we show that the probability of conjunctions and disjunctions of conditionals in a recently introduced framework of Boolean algebras of conditionals are in full agreement with the corresponding operations of conditionals as defined in the approach developed by two of the authors to conditionals as three-valued objects, with betting-based semantics, and specified as suitable random quantities. We do this by first proving that the canonical extension of a full conditional probability on a finite algebra of events to the corresponding algebra of conditionals is compatible with taking subalgebras of events.

Settore MAT/06 - Probabilita' E Statistica MatematicaBoolean algebras of conditionals Conditional probability Conjunction and disjunction of conditionals
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