Learning structures from data and experts

DOI10.1016/0378-4754(95)00122-0zbMath0858.93007OpenAlexW1997916012MaRDI QIDQ2364914

Søren Højsgaard

Publication date: 29 January 1997

Published in: Mathematics and Computers in Simulation (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/0378-4754(95)00122-0

zbMATH Keywords

modellingstochastic systemsstatistical methodsconditional independencecausal probabilistic network

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Identification in stochastic control theory (93E12)

Cites Work

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• BIFROST -- Block recursive models Induced From Relevant knowledge, Observations, and Statistical Techniques
• Graphical models for associations between variables, some of which are qualitative and some quantitative
• Markov fields and log-linear interaction models for contingency tables
• Sampling-Based Approaches to Calculating Marginal Densities
• Independence properties of directed markov fields
• Simultaneous Test Procedures--Some Theory of Multiple Comparisons
• A new look at the statistical model identification

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