CONDITIONAL INDEPENDENCE STRUCTURES AND GRAPHICAL MODELS

DOI10.1142/S0218488503002326zbMath1072.68101MaRDI QIDQ5696988

Barbara Vantaggi

Publication date: 19 October 2005

Published in: International Journal of Uncertainty, Fuzziness and Knowledge-Based Systems (Search for Journal in Brave)

zbMATH Keywords

graphical modelsconditional independenceseparation criterialower conditional probability

Mathematics Subject Classification ID

Inequalities; stochastic orderings (60E15) Reasoning under uncertainty in the context of artificial intelligence (68T37)

Related Items (11)

DAG representation of asymmetric independence models arising in coherent conditional possibility theory ⋮ An Algorithm to Find a Perfect Map for Graphoid Structures ⋮ Computing lower and upper expectations under epistemic independence ⋮ Acyclic directed graphs representing independence models ⋮ Addressing ambiguity in randomized reinsurance stop-loss treaties using belief functions ⋮ Credal networks under epistemic irrelevance: the sets of desirable gambles approach ⋮ Graphoid properties of concepts of independence for sets of probabilities ⋮ Conditional independence structure and its closure: inferential rules and algorithms ⋮ Possibility theory: conditional independence ⋮ The role of coherence for handling probabilistic evaluations and independence ⋮ Asymmetric decomposability and persegram representation in coherent conditional probability theory

Cites Work

• Unnamed Item
• Unnamed Item
• Unnamed Item
• Unnamed Item
• Finitely additive conditional probabilities, conglomerability and disintegrations
• Independence and possibilistic conditioning
• Stochastic independence in a coherent setting
• The L-separation criterion for description of cs-independence models
• Conditional independence in a coherent finite setting
• CHARACTERIZATION OF COHERENT CONDITIONAL PROBABILITIES AS A TOOL FOR THEIR ASSESSMENT AND EXTENSION
• CONDITIONAL INDEPENDENCE RELATIONS IN POSSIBILITY THEORY
• Probabilistic Networks and Expert Systems
• Coherent numerical and ordinal probabilistic assessments
• Representation of conditional probability measures on Boolean algebras
• The role of coherence in eliciting and handling imprecise probabilities and its application to medical diagnosis

This page was built for publication: CONDITIONAL INDEPENDENCE STRUCTURES AND GRAPHICAL MODELS