Extreme inaccuracies in Gaussian Bayesian networks

DOI10.1016/j.jmva.2008.02.027zbMath1169.62017OpenAlexW1977965219MaRDI QIDQ953854

Paloma Maín, Rosario Susi, Miguel Angel Gómez-Villegas

Publication date: 6 November 2008

Published in: Journal of Multivariate Analysis (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/j.jmva.2008.02.027

zbMATH Keywords

sensitivity analysisKullback-Leibler divergenceGaussian Bayesian network

Mathematics Subject Classification ID

Bayesian inference (62F15) Applications of graph theory (05C90) Robustness and adaptive procedures (parametric inference) (62F35)

Related Items (5)

Unnamed Item ⋮ A novel divergence for sensitivity analysis in Gaussian Bayesian networks ⋮ Sensitivity to hyperprior parameters in Gaussian Bayesian networks ⋮ On the robustness of Bayesian networks to learning from non-conjugate sampling ⋮ Sensitivity to evidence in Gaussian Bayesian networks using mutual information

Cites Work

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• Properties of sensitivity analysis of Bayesian belief networks
• A distance measure for bounding probabilistic belief change
• Sensitivity Analysis in Gaussian Bayesian Networks Using a Divergence Measure
• On Information and Sufficiency

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