Graphical Models in Applied Multivariate Statistics

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Graphical models—a subset of log-linear models—reveal the interrelationships between multiple variables and features of the underlying conditional independence. This introduction to the use of graphical models in the description and modeling of multivariate systems covers conditional independence, several types of independence graphs, Gaussian models, issues...