Constrained parameter estimation with uncertain priors for Bayesian networks

DOI10.1214/17-EJS1350zbMath1382.62007OpenAlexW2765740840MaRDI QIDQ2412264

Ali Karimnezhad, Ahmad Parsian, Peter J. F. Lucas

Publication date: 23 October 2017

Published in: Electronic Journal of Statistics (Search for Journal in Brave)

Full work available at URL: https://projecteuclid.org/euclid.ejs/1508378636

zbMATH Keywords

Bayesian networksdirected acyclic graphposterior regretconstrained Bayes estimationrobust Bayesian learning

Mathematics Subject Classification ID

Parametric inference under constraints (62F30) Bayesian inference (62F15) Bayesian problems; characterization of Bayes procedures (62C10) Robustness and adaptive procedures (parametric inference) (62F35)

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