Graphical Models in Applied Multivariate Statistics (Innbundet)


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Innbinding: Innbundet
Utgivelsesår: 1990
Antall sider: 466
Forlag: John Wiley and Sons Ltd
Språk: Engelsk
ISBN/EAN: 9780471917502
Omtale Graphical Models in Applied Multivariate Statistics
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, several types of independence graphs, Gaussian models, issues in model selection, regression and decomposition. Many numerical examples and exercises with solutions are included.

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