Graphical dynamic linear models: Specification, use and graphical transformations

DOI10.1016/S0888-613X(99)00044-4zbMath0995.68110OpenAlexW2068713863MaRDI QIDQ1605679

Beatriz Lacruz, Pilar Lasala, Alberto Lekuona

Publication date: 23 July 2002

Published in: International Journal of Approximate Reasoning (Search for Journal in Brave)

Full work available at URL: https://doi.org/10.1016/s0888-613x(99)00044-4

zbMATH Keywords

Bayesian inferencedynamic systemsdynamic graphical model

Mathematics Subject Classification ID

Learning and adaptive systems in artificial intelligence (68T05) Knowledge representation (68T30) Reasoning under uncertainty in the context of artificial intelligence (68T37)

Cites Work

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• Bayesian forecasting and dynamic models.
• On chain graph models for description of conditional independence structures
• Selecting dynamic graphical models with hidden variables from data
• Probabilistic Inference and Influence Diagrams

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