Bayesian parameter learning with an application

DOI10.1007/s40300-015-0077-0zbMath1394.62026OpenAlexW2164376925MaRDI QIDQ315817

Ali Karimnezhad, Fahimeh Moradi

Publication date: 23 September 2016

Published in: Metron (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1007/s40300-015-0077-0

zbMATH Keywords

Bayesian networksdirected acyclic graphBayesian estimationgeneral entropy loss functioncontaminated priorslearning procedure

Mathematics Subject Classification ID

Bayesian inference (62F15) Learning and adaptive systems in artificial intelligence (68T05) Theory of languages and software systems (knowledge-based systems, expert systems, etc.) for artificial intelligence (68T35)

Uses Software

• TETRAD

Cites Work

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• Ranges of posterior measures for priors with unimodal contaminations
• Statistical decision theory and Bayesian analysis. 2nd ed
• Simultaneous estimation of parameters under entropy loss
• Causation, prediction, and search
• A Bayesian method for the induction of probabilistic networks from data
• Learning Bayesian networks from data: An information-theory based approach
• Learning Bayesian networks: The combination of knowledge and statistical data
• Posterior Regret Γ-Minimax Estimation of Insurance Premium in Collective Risk Model
• Posterior Regret Γ-Minimax Estimation and Prediction with Applications onk-Records Data Under Entropy Loss Function
• Range of posterior measures for priors with arbitrary contaminations
• Bayes 2-sample prediction for the inverse weibull distribution
• Bayesian Networks