Gibbs sampling in Bayesian networks

DOI10.1016/0004-3702(90)90020-ZzbMath0717.68086MaRDI QIDQ2638812

Tomas Hrycej

Publication date: 1990

Published in: Artificial Intelligence (Search for Journal in Brave)

zbMATH Keywords

Bayesian networksGibbs samplingstochastic simulationprobabilistic reasoning

Mathematics Subject Classification ID

Interacting random processes; statistical mechanics type models; percolation theory (60K35)

Related Items (8)

Approximate bounding of mixing time for multiple-step Gibbs samplers ⋮ Probabilistic conflicts in a search algorithm for estimating posterior probabilities in Bayesian networks ⋮ Propagating imprecise probabilities in Bayesian networks ⋮ Mixtures of truncated basis functions ⋮ Predicting click-through rates of new advertisements based on the Bayesian network ⋮ Estimating drift and minorization coefficients for Gibbs sampling algorithms ⋮ Use of the Gibbs sampler in expert systems ⋮ Information integration from distributed threshold-based interactions

Cites Work

• Unnamed Item
• Fusion, propagation, and structuring in belief networks
• Evidential reasoning using stochastic simulation of causal models
• Stochastic Relaxation, Gibbs Distributions, and the Bayesian Restoration of Images

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