On representing second-order uncertainty in multi-state systems via moments of mixtures of Dirichlet distributions†

DOI10.1080/00949650801994605zbMath1186.62037OpenAlexW2170081004MaRDI QIDQ3638521

David Izraelevitz, Deborah A. Leishman, Harry F. Martz, William L. Gibson

Publication date: 27 October 2009

Published in: Journal of Statistical Computation and Simulation (Search for Journal in Brave)

Full work available at URL: https://www.osti.gov/biblio/1237204

zbMATH Keywords

Dirichlet distributionBayes networkssecond-order probabilities

Mathematics Subject Classification ID

Bayesian inference (62F15)

Cites Work

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• Robust reasoning with rules that have exceptions: From second-order probability to argumentation via upper envelopes of probability and possibility plus directed graphs
• Propagating imprecise probabilities in Bayesian networks
• Quantifying the uncertainty of a belief net response: Bayesian error-bars for belief net inference
• Parameterization and Bayesian Modeling

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