Graphical Models

A Brief Introduction to Graphical Models and Bayesian Networks By Kevin Murphy, 1998. "Graphical models are a marriage between probability theory and graph theory. They provide a natural tool for dealing with two problems that occur throughout applied mathematics and engineering -- uncertainty and complexity -- and in particular they are playing an increasingly important role in the design and ana

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Are "Bayesian networks" Bayesian? Despite the name, Bayesian networks do not necessarily imply a commitment to Bayesian statistics. #fb #in

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A Brief Introduction to Graphical Models and Bayesian Networks