Bayesian networks

Bayesian networks

Bayesian networks are defined, and the chain rule for Bayesian networks is stated. Outlines of algorithms provided: inference in Bayesian networks, sensitivity analysis, EM for parameter learning, and learning structure. Copyright © 2009 John Wiley & Sons, Inc. This article is categorized under:...

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Veröffentlicht in:Wiley interdisciplinary reviews. Computational statistics 2009-11, Vol.1 (3), p.307-315
1. Verfasser: Jensen, Finn V.
Format: Artikel
Sprache:eng
Schlagworte:
Bayesian networks
belief propagation
parameter learning
structure learning
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Beschreibung
Zusammenfassung:Bayesian networks are defined, and the chain rule for Bayesian networks is stated. Outlines of algorithms provided: inference in Bayesian networks, sensitivity analysis, EM for parameter learning, and learning structure. Copyright © 2009 John Wiley & Sons, Inc. This article is categorized under: Statistical and Graphical Methods of Data Analysis > Bayesian Methods and Theory
ISSN:1939-5108
1939-0068
DOI:10.1002/wics.48