Methods for Constructing Uncertainty Intervals for Queries of Bayesian Nets

DOI10.1111/anzs.12095zbMath1335.62044OpenAlexW2105235577WikidataQ56994157 ScholiaQ56994157MaRDI QIDQ2804169

Margaret Donald, Kerrie L. Mengersen

Publication date: 28 April 2016

Published in: Australian & New Zealand Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1111/anzs.12095

zbMATH Keywords

simulationBayes-Laplace binomial intervals

Mathematics Subject Classification ID

Bayesian inference (62F15) Neural nets and related approaches to inference from stochastic processes (62M45)

Uses Software

• WinBUGS
• Netica

Cites Work

• Unnamed Item
• Propagating imprecise probabilities in Bayesian networks
• Quantifying the uncertainty of a belief net response: Bayesian error-bars for belief net inference
• Exact distribution theory for belief net responses