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.
發表於2025-01-25
Graphical Models in Applied Multivariate Statistics 2025 pdf epub mobi 電子書 下載
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Graphical Models in Applied Multivariate Statistics 2025 pdf epub mobi 電子書 下載