Bayesian networks

作者：Finn V. Jensen · 发表于：Wiley Interdisciplinary Reviews Computational Statistics · 年份：2009 · DOI：10.1002/wics.48 · 被引用次数：490 · 研究领域：Bayesian Modeling and Causal Inference

Abstract 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