Chain event graphs for informed missingness

DOI10.1214/13-BA843zbMath1327.62029OpenAlexW1967095635MaRDI QIDQ899005

Jane L. Hutton, Lorna M. Barclay, James Q. Smith

Publication date: 21 December 2015

Published in: Bayesian Analysis (Search for Journal in Brave)

Full work available at URL: https://projecteuclid.org/euclid.ba/1393251770

zbMATH Keywords

missing dataBayesian model selectionmissing not at randomchain event graphsordinal chain event graphs

Mathematics Subject Classification ID

Applications of statistics to biology and medical sciences; meta analysis (62P10) Bayesian inference (62F15) Graphical methods in statistics (62A09)

Related Items (6)

A Differential Approach for Staged Trees ⋮ Causal discovery through MAP selection of stratified chain event graphs ⋮ The dynamic chain event graph ⋮ Context-specific graphical models for discrete longitudinal data ⋮ A Bayesian hierarchical model for criminal investigations ⋮ Customized structural elicitation

Cites Work

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• Conditional independence and chain event graphs
• Bayesian MAP model selection of chain event graphs
• Causal analysis with chain event graphs
• Learning Bayesian networks: The combination of knowledge and statistical data
• Refining a Bayesian network using a chain event graph
• Inference and missing data
• Probabilistic Networks and Expert Systems

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