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Graphical Models in Applied Multivariate Statistics (Wiley Series in Probability Statistics)
Graphical Models in Applied Multivariate Statistics - Wiley Series in Probability Statistics Author:J. Whittaker Graphical models--a subset of log-linear models--reveal the interrelationships between multiple variables and features of the underlying conditional independence. Following the theorem-proof-remarks format, this introduction to the use of graphical models in the description and modeling of multivariate systems covers conditional independence, se... more »veral types of independence graphs, Gaussian models, issues in model selection, regression and decomposition. Many numerical examples and exercises with solutions are included.« less